238
Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol Exposure: Hope for a Silent Epidemic of Fetal Alcohol Affected Children by Vivian Kulaga A thesis submitted in conformity with the requirements for the degree of Doctor of Philosophy Institute of Medical Science University of Toronto © Copyright by Vivian Kulaga 2009

Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

  • Upload
    others

  • View
    8

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol Exposure: Hope for a Silent Epidemic of Fetal Alcohol

Affected Children

by

Vivian Kulaga

A thesis submitted in conformity with the requirements for the degree of Doctor of Philosophy

Institute of Medical Science University of Toronto

© Copyright by Vivian Kulaga 2009

Page 2: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

ii

Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol Exposure: Hope for a Silent Epidemic of Fetal Alcohol Affected Children

Vivian Kulaga

Doctor of Philosophy

Institute of Medical Science University of Toronto

2009

Abstract

One percent of children in North America may be affected by fetal alcohol spectrum disorder

(FASD). FASD remains difficult to diagnose because confirmation of maternal alcohol use is a

diagnostic criterion, and women consuming alcohol during pregnancy are reluctant to divulge this

information for fear of stigmatization and losing custody of the child. Consequently, using a

biomarker to assess alcohol exposure would provide a tremendous advantage.

Recently, the measurement of fatty acid ethyl ester (FAEE) in hair has provided a powerful tool

for assessing alcohol exposure. My thesis fills a translational gap of research between the

development of the FAEE hair test and its application in the context of FASD.

The guinea pig has been a critical model for FASD research, in which FAEE hair analysis has

previously distinguished ethanol-exposed dams/offspring from controls. My first study, reports a

positive dose-concentration relationship between alcohol exposure and hair FAEE, in the human,

and the guinea pig. Humans also displayed over an order of magnitude higher FAEE

incorporation per equivalent alcohol exporsure, suggesting that the test will be a sensitive clinical

marker of fetal alcohol exposure. My second study utilized multi-coloured rats to investigate the

potential of a hair-colour bias, as has been reported for other clinical hair assays; no evidence of

Page 3: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

iii

bias is reported here. My third study is the first to examine the clinical use of the FAEE hair test

in parents at high risk of having children with FASD. Over one third of parents tested positive for

excessive alcohol use. Parents were investigated by social workers working for child protection

services, and my fourth study reports that hair FAEE results agree with social worker reports.

Individuals highly suspected of abusing alcohol were at a significantly greater risk of testing

positive, whereas individuals tested based on other reasons (such as to cover all bases) were

negatively associated with testing positive. The last study of my thesis, confirmed an association

between alcohol and drug use by parents at high risk for having children with FASD, posing an

added risk to children.

This work helps bridge a gap in translational research, suggesting that the FAEE hair test has

potential for use in FASD diagnosis and research.

Page 4: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

iv

Acknowledgments

Finally a place to get the last word!!! It is with great joy, and a sigh of relief, I take this

opportunity to truly thank everyone who deserves it from the bottom of my heart in helping me to

turn my life long dreams and aspirations into reality.

To my supervisor, Dr. Gideon Koren, thank you!! Whenever it mattered, and whenever it

counted, you were always there. A truly inspirational mentor and leader, both professionally and

personally, you have set a powerful example.

To my advisors Dr. Cindy Woodland, Dr. Katarina Aleksa, and Dr. Ito, you have been generous

in your time and thoughtful in your advice. Thank you. It is appreciated.

To Dr. Tatyana Karaskov, an outstanding woman, brilliant mind, thoughtful and generous soul,

and warm friend. Thank you so much for all your support and advice. You are the best!!

To Dr. Bhushan Kapur, an encyclopedia of knowledge and the best biochemist I have ever had

the privilege of knowing. You have been extremely generous to me with your time and

consideration in all the years of my study. Thank you for the countless hours of advice.

To my dad, Richard Kulaga, who has always supported me in every way he could, you gave me

both technical and personal life-saving advice. You helped me in times of need, thank you.

To my mother, Teresa Kurek, who has provided most of my nourishment in the last four years,

thank you for your outstanding devotion, loyalty, and love.

To my grandmother, Witolda Ciuhak, thanks. I know how much you care.

To my sister, Kasia, you have been my confident and friend, making difficult times easier to bear.

To my dearest friend, Sean, who has made much of this possible. Thank you for your strength,

and unwavering support. You made me a better person and able to face the challenges in my life

with courage. Thank you from the bottom of my heart. You are sorely missed.

Page 5: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

v

And last but not least, to the little one who cannot read or understand, my dog, Hamlet. Your

contribution may seem insignificant to others, but to me you are my best friend and always there;

therefore you deserve to be immortalized in my thesis. Who ever said dogs were just man’s best

friend!!

If I forgot you, I’m sorry. It was either because you weren’t that important or writing this thesis

removed parts of my brain. Just kidding! There are many others who have supported me and

contributed to my success, and you know who you are because you are reading this. You are all

truly in my heart. Many thanks!!!

Sincerely,

Vivian Kulaga

Page 6: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

vi

Table of Contents

Acknowledgments.......................................................................................................................... iv

Table of Contents........................................................................................................................... vi

List of Tables ................................................................................................................................ xii

List of Figures .............................................................................................................................. xiv

List of Abbreviations ................................................................................................................... xvi

1 Introduction ................................................................................................................................ 1

1.1 Alcohol................................................................................................................................ 1

1.1.1 Chemistry and Metabolism in Humans................................................................... 1

1.1.2 Deleterious effects .................................................................................................. 6

1.1.3 Prevalence of Alcohol Use...................................................................................... 7

1.1.3.1 General...................................................................................................... 7

1.1.3.2 Pregnant Women and Women of Childbearing Age................................ 8

1.1.3.3 Risk Factors ............................................................................................ 11

1.2 The Fetal Alcohol Spectrum Disorder .............................................................................. 12

1.2.1 History and Etiology............................................................................................. 12

1.2.1.1 Nomenclature.......................................................................................... 15

1.2.1.2 Mechanisms............................................................................................ 15

1.2.1.3 Threshold................................................................................................ 19

1.2.2 Diagnosis and Intervention ................................................................................... 21

1.2.3 The Silent Epidemic and Gap Towards Intervention............................................ 26

1.3 Biomarkers for Alcohol Exposure in Blood and Urine .................................................... 31

1.3.1 Hemoglobin-Associated Acetaldehyde................................................................. 32

1.3.2 Glutamyltransferase .............................................................................................. 33

Page 7: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

vii

1.3.3 Mean Corpuscular Volume................................................................................... 34

1.3.4 Aspartate/Alanine Aminotransferase .................................................................... 35

1.3.5 Carbohydrate-Deficient Transferrin...................................................................... 36

1.4 Fatty Acid Ethyl Esters (FAEE) ....................................................................................... 36

1.4.1 Production and Accumulation............................................................................... 36

1.4.2 Toxicity of FAEE.................................................................................................. 38

1.4.3 Use as a Biomarker ............................................................................................... 41

1.4.3.1 Blood and Tissue .................................................................................... 41

1.4.3.2 FAEE in Hair .......................................................................................... 42

1.4.3.3 Effect of Cosmetic Treatment and Hair Care ......................................... 44

1.5 Ethyl Glucoronide (EtG) and FAEE ................................................................................. 46

1.6 Biomarkers for Fetal Alcohol Exposure ........................................................................... 49

1.6.1 Meconium ............................................................................................................. 49

1.6.2 Neonatal and Maternal Hair.................................................................................. 50

1.7 Hair Structure, Growth, and Drug Incorporation.............................................................. 52

1.7.1 Structure and Chemical Properties of Hair ........................................................... 52

1.7.2 Sebum…............................................................................................................... 54

1.7.3 Synthesis and Growth Cycle................................................................................. 55

1.7.4 Routes of Drug Incorporation ............................................................................... 56

1.8 Melanin and Bias in Hair Testing ..................................................................................... 59

1.8.1 Melanin.. ............................................................................................................... 61

1.8.2 Studies on Melanin in Hair and Drug Incorporation ............................................ 63

1.9 Animal Models for Alcohol Exposure.............................................................................. 66

1.9.1 The Guinea Pig ..................................................................................................... 67

1.9.2 The Rat.................................................................................................................. 68

Page 8: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

viii

1.10 Alcohol and Other Drug Use in Families Involved with Child Protection Services ........ 70

1.11 Thesis Rationale................................................................................................................ 73

1.12 Study Question, Objectives, Hypothesis........................................................................... 74

1.12.1 Main Study Question: ........................................................................................... 74

1.12.2 Specific Study Questions: ..................................................................................... 74

1.12.3 Main Objective and Hypothesis............................................................................ 75

1.12.4 Specific Study Objectives and Hypotheses........................................................... 75

2 Fatty Acid Ethyl Esters (FAEE); Comparative Accumulation in Human and Guinea Pig Hair as a Biomarker for Prenatal Alcohol Exposure (Kulaga et al., 2006) ............................. 79

2.1 Abstract ............................................................................................................................. 79

2.2 Introduction....................................................................................................................... 81

2.3 Methods............................................................................................................................. 82

2.3.1 Guinea pigs ........................................................................................................... 83

2.3.2 Humans.. ............................................................................................................... 86

2.3.3 Statistical Analysis................................................................................................ 88

2.4 Results............................................................................................................................... 88

2.5 Discussion ......................................................................................................................... 93

3 The Effect of Hair Pigment on the Incorporation of Fatty Acid Ethyl Esters (FAEE) (Kulaga et al., 2009)................................................................................................................. 99

3.1 Abstract ............................................................................................................................. 99

3.2 Introduction..................................................................................................................... 101

3.3 Materials and Methods.................................................................................................... 102

3.3.1 Animals and Treatment Protocol ........................................................................ 103

3.3.2 Blood Ethanol Analysis ...................................................................................... 104

3.3.3 Pharmacokinetic Analysis................................................................................... 104

3.3.4 Chemicals and Reagents ..................................................................................... 104

Page 9: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

ix

3.3.5 Hair Extraction.................................................................................................... 105

3.3.6 HS-SPME Conditions ......................................................................................... 106

3.3.7 GC/MS Conditions.............................................................................................. 106

3.3.8 Analytical Precision ............................................................................................ 107

3.3.9 Efficiency of Extraction...................................................................................... 108

3.3.10 Data Analysis ...................................................................................................... 109

3.4 Results............................................................................................................................. 110

3.4.1 Ethanol Pharmacokinetics and FAEE Profile ..................................................... 110

3.4.2 Baseline and Post-Treatment FAEE ................................................................... 112

3.4.3 Effect of Hair Pigment on FAEE........................................................................ 113

3.5 Discussion ....................................................................................................................... 114

4 Hair Analysis of Fatty Acid Ethyl Esters (FAEE) in the Detection of Excessive Drinking in the Context of Fetal Alcohol Spectrum Disorders (FASD) (Kulaga et al., 2009) ................. 120

4.1 Abstract ........................................................................................................................... 120

4.2 Introduction..................................................................................................................... 122

4.3 Subjects and Methods ..................................................................................................... 125

4.3.1 Study Sample ...................................................................................................... 125

4.3.2 FAEE Analysis.................................................................................................... 127

4.4 Results............................................................................................................................. 128

4.4.1 Prevalence of Excessive Drinking among Parents.............................................. 128

4.4.2 Prevalence of Excessive Drinking among Pregnant Participants ....................... 131

4.5 Discussion ....................................................................................................................... 134

5 Agreement between FAEE Hair Test for Alcohol and Social Workers’ Reports.................. 139

5.1 Abstract ........................................................................................................................... 139

5.2 Introduction..................................................................................................................... 141

Page 10: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

x

5.3 Materials and Methods.................................................................................................... 144

5.3.1 Study Sample ...................................................................................................... 144

5.3.2 FAEE Analysis.................................................................................................... 144

5.3.3 FAEE Hair Test Intake Questionnaire Filled by Social Workers ....................... 145

5.4 Statistics .......................................................................................................................... 146

5.5 Results............................................................................................................................. 147

5.6 Discussion ....................................................................................................................... 151

6 Correlation between Alcohol and Other Drugs of Abuse by Hair Analysis: Parents At-Risk for Having Children with FASD and Polydrug Exposures.................................................... 155

6.1 Abstract ........................................................................................................................... 155

6.2 Introduction..................................................................................................................... 157

6.3 Materials and Methods.................................................................................................... 159

6.3.1 Study Sample ...................................................................................................... 159

6.3.2 FAEE Analysis.................................................................................................... 160

6.3.3 Drug Analysis ..................................................................................................... 160

6.3.4 Statistics .............................................................................................................. 161

6.4 Results............................................................................................................................. 162

6.5 Discussion ....................................................................................................................... 165

7 Discussion .............................................................................................................................. 171

7.1 Bridging the Gap............................................................................................................. 171

7.2 Major Findings................................................................................................................ 174

7.3 Limitations ...................................................................................................................... 184

7.4 Implications, Significance, and Future Applications...................................................... 185

8 Conclusion.............................................................................................................................. 187

References................................................................................................................................... 188

Page 11: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

xi

Copyright Acknowledgements.................................................................................................... 220

Page 12: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

xii

List of Tables

Table 1.1 Summary of 22 diagnostic categories (A-V), based on 4-Digit Diagnostic Code..........23

Table 1.2 Summary of IOM diagnostic criteria (adapted from Manning and Hoyme, 2008) ........24

Table 1.3 Summary of the Canadian diagnostic guidelines (adapted from Chudley et al. 2005) ..25

Table 2.1 Guinea pig and human hair FAEE incorporation rates ...................................................89

Table 2.2 Guinea pig and human hair inverse FAEE incorporation rates and their ranges ...........90

Table 3.1 Retention times and m/z values of molecular weight and qualifier ions of FAEE and

D5-FAEE. .....................................................................................................................................107

Table 4.1 Common reasons for social workers requesting FAEE hair testing (reasons are not

mutually exclusive, therefore several reasons may have been indicated for a given case). .........126

Table 4.2 Hair levels of FAEE and approximate pregnancy status at the time of hair sampling for

women reported to have been pregnant within the 6 months prior to hair sampling....................133

Table 5.1 Hair FAEE in parents and reported alcohol intake by social worker ...........................148

Table 5.2 Reasons why social workers suspected alcohol abuse/ordered FAEE hair test for

parents (n = 172) ...........................................................................................................................149

Table 5.3 Reasons why social workers suspected alcohol abuse/ordered FAEE hair test for

mothers (n = 119)..........................................................................................................................150

Table 6.1 Number of drug tests that returned positive results and the number of drug tests that

were positive for both drugs and FAEE........................................................................................163

Table 6.2 Predictive value of drug tests in predicting FAEE results ............................................163

Table 6.3 Odds ratio and confidence intervals for associations between parents testing positive for

various drugs and testing positive for hair FAEE above 0.5 ng/mg, and 1.0 ng/mg ....................164

Page 13: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

xiii

Table 6.4 Odds ratio and confidence intervals for associations between mothers testing positive

for various drugs and testing positive for hair FAEE above 0.5 ng/mg, and 1.0 ng/mg ..............165

Page 14: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

xiv

List of Figures

Figure 1.1 The molecular structure of ethanol..................................................................................1

Figure 1.2 Oxidative metabolism of alcohol (Best, 2003)................................................................3

Figure 1.3 Non-oxidative pathways of ethanol metabolism .............................................................5

Figure 1.4 Characteristic facial features of Fetal Alcohol Syndrome.............................................14

Figure 1.5 Cross section of hair ......................................................................................................53

Figure 1.6 Routes of drug incorporation into growing hair follicle................................................57

Figure 1.7 Simplified schema of melanin synthesis from tyrosine precursor.................................62

Figure 2.1 Sample figure of the blood ethanol concentration-time curve showing the area-under-

the-curve (AUC-BEC) ....................................................................................................................84

Figure 2.2 Ratio defining the incorporation rate (ICR) of FAEE into hair.....................................85

Figure 2.3 Relationship between ethyl oleate and total systemic ethanol exposure in guinea pigs

.........................................................................................................................................................92

Figure 2.4 Relationship between ethyl oleate and total systemic ethanol exposure in alcoholic

humans ............................................................................................................................................93

Figure 3.1 Initial sample weight (mg) of all black and white hair samples plotted against their

cumulative FAEE results per mg hair ...........................................................................................110

Figure 3.2 Blood ethanol concentrations in Long Evans rats (n = 5) ...........................................111

Figure 3.3 Mean cumulative FAEE levels in white rat fur, before and after ethanol treatment, not

standardized to 20 mg (paired comparison)..................................................................................112

Page 15: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

xv

Figure 3.4 Mean cumulative FAEE levels in black rat fur, before and after ethanol treatment,

standardized to 20 mg (paired comparison)..................................................................................113

Figure 3.5 Mean cumulative FAEE concentrations in white and black hair after standardization to

20 mg (paired comparison) ...........................................................................................................114

Figure 4.1 Percent of positive (≥ 0.5 ng/mg) FAEE tests among parents ....................................129

Figure 4.2 Levels of hair FAEE in a cohort of parents (n = 324); alcohol abuse almost certain

above 1.0 ng/mg, most probable above 0.5 ng/mg, and moderate drinking likely above 0.2 ng/mg

.......................................................................................................................................................130

Figure 4.3 Levels of hair FAEE in a cohort of pregnant women (n = 26); alcohol abuse almost

certain above 1.0 ng/mg, most probable above 0.5 ng/mg, and moderate drinking likely above 0.2

ng/mg ............................................................................................................................................132

Page 16: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

xvi

List of Abbreviations

ADH Alcohol Dehydrogenase

AEAT Acyl-CoA:Ethanol O-Aceyltransferase

ALDH Acetaldehyde Dehydrogenase

ARBD Alcohol-Related Birth Defects

ARND Alcohol-Related Neurodevelopmental Disorder

AUC Area-Under-the-Curve

AUC-BEC Area-Under-the-Curve of the Blood-Ethanol-Concentration Time

Curve

BEC Blood Ethanol Concentration

BMI Body Mass Index

CAS Children’s Aid Organizations

CNS Central Nervous System

CoA Coenzyme A

CPS Child Protection Services

CV Co-efficient of Variation

Page 17: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

xvii

DHI 5,6-Dihydroxyindole

DHICA 5,6-Dyhydroxy-2-Carboxylic Acid

DMSO Dimethylsulfoxide

EE Extraction Efficiency

EtG Ethyl Glucoronide

FA Fatty Acid

FAE Fetal Alcohol Effects

FAEE Fatty Acid Ethyl Esters

FAS Fetal Alcohol Syndrome

FASD Fetal Alcohol Spectrum Disorders

FAS DPN Fetal Alcohol Syndrome Diagnostic and Prevention Network

FPM First Pass Metabolism

GCMS Gas Chromatography-Mass Spectrometry

GD Gestational Day

HS-SPME Head Space-Solid Phase Microextraction

ICR Incorporation Rate

Page 18: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

xviii

IOM Institute of Medicine of the National Academy of Sciences

KS Korsakoff’s Syndrome

LE Long Evans

LOD Limit of Detection

LOQ Limit of Quantification

MEOS Microsomal Ethanol-Oxidizing System

NCI Negative Chemical Ionization Mode

NPV Negative Predictive Value

PFAS Partial Fetal Alcohol Syndrome

PPV Positive Predictive Value

PtE Phosphatidylethanol

ROS Reactive Oxygen Species

SD Standard Drink

SPME Solid Phase Microextraction

TG Triglyceride

Page 19: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

1

1 Introduction

1.1 Alcohol

1.1.1 Chemistry and Metabolism in Humans

Alcohol, referring to ethyl alcohol (ethanol), is a small polar molecule with a molecular weight

of 46 g/mol (Figure 1.1). Ethanol is capable of permeating most membranes in the human body.

It is a clear colourless liquid, completely miscible with water, and forms the primary ingredient

of alcoholic beverages. Its pharmacological actions include, a central nervous system (CNS)

depressant, a local anti-infective agent, and a solvent (National Center for Biotechnology

Information, 2008).

Figure 1.1 The molecular structure of ethanol

Page 20: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

2

Once ingested, the majority of alcohol is rapidly absorbed from the small intestine and

distributed through the total body’s aqueous phase, referred to as total body water (Watson et al.,

1980). Alcohol undergoes some first pass metabolism (FPM) (Julkunen et al., 1985a; Julkunen et

al., 1985b; Frezza et al., 1990) through the stomach and liver before it enters the general

circulation. Blood alcohol concentration (BAC) is determined by the extent of FPM, and the rate

of absorption, distribution, and elimination. Ninety to ninety-five percent of alcohol is

metabolized oxidatively, whereas the remainder is metabolized non-oxidatively and excreted

unchanged through the kidney. Alcohol is primarily metabolized in the liver, oxidatively, by

alcohol dehydrogenase (ADH), and by CYP 2E1 in the microsomal ethanol-oxidizing system

(MEOS), to acetaldehyde, which is then converted by acetaldeydye dehydrogenase (ALDH) to

acetate (Figure 1.2) (Lieber and DeCarli, 1970; Matsumoto et al., 1996). Alcohol does undergo

some oxidative metabolism in the brain as well primarily by MEOS, and by catalase located in

peroxisomes (Zakhari, 2006; Deitrich et al., 2006).

Page 21: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

3

Figure 1.2 Oxidative metabolism of alcohol (Best, 2003)

At very low levels of blood alcohol, below 5-10 mg/dl, the rate of elimination of ethanol exhibits

Michaelis-Menten kinetics, and follows an exponential decay (Marshall and Fritz, 1953).

However, at higher blood alcohol levels that are still considered pharmacodymanically relatively

low, 10-20 mg/dl (the Canadian legal limit to operate a motor vehicle is currently below 80

mg/dl), elimination begins to follow zero order kinetics and is linear. This is because ADH,

which has a very low Km (0.049 – 4.2 mM) becomes easily saturated resulting in a constant

Page 22: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

4

elimination rate (Riveros-Rosas et al., 1997). Therefore, Vmax, derived from the slope of the

linear portion of the elimination curve, is typically used to estimate the total elimination rate of

alcohol.

The average ethanol elimination rate (Vmax) for men and women ranges between 15 and 18

mg/dL/h, but can vary as widely as 10 to 30 mg/dL/h, with faster rates observed among

alcoholics (Dettling et al., 2007; Winek and Murphy, 1984; Mumenthaler et al., 2000; Lieber,

1997). Furthermore, ethanol elimination has been studied in pregnant women and newborn

infants, with reported rates ranging between 14 and 24 mg/dL/h for mothers, and a mean rate of

approximately 8 mg/dL/h for neonates (Nava-Ocampo et al., 2004; Idanpaan-Heikkila et al.,

1972).

Less than 5 % of ethanol is metabolized through non-oxidative pathways resulting in the

formation of minor metabolites such as fatty acid ethyl esters (FAEE), phosphatidylethanol

(PtE), and ethyl glucoronide (EtG) (Figure 1.3). FAEE are the physical conjugates between

ethanol and fatty acids in the body and their formation and elimination are discussed in detail in

the FAEE section to follow. PtE is a phospholipid formed when phospholipase D catalyses a

reaction between phosphatidylcholine and ethanol instead of its primary substrate, water, that

would normally lead to the production of phosphatidic acid (Rakhimov et al., 1988). ETG is

formed when ethanol is glucoronidated with activated glucoronic acid (UDP-GA) (Schmitt et al.,

1995; Kronstrand and Scott, 2007). Studies have shown that the oxidative and non-oxidative

pathways of ethanol metabolism are related in an inverse manner. It appears that when oxidative

metabolism is decreased or artificially suppressed, non-oxidative metabolism increases resulting

Page 23: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

5

in greater production of non-oxidative metabolites such as FAEE (Werner et al., 2002; Best et

al., 2006).

Figure 1.3 Non-oxidative pathways of ethanol metabolism

Page 24: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

6

1.1.2 Deleterious effects

Alcohol has many deleterious effects, from direct effects on cell function to tissue damage

produced by metabolic by-products. Alcohol can directly interact with cell membranes,

disordering membrane fluidity and disrupting normal cell signaling (Chin and Goldstein, 1977;

Chin and Goldstein, 1981). Oxidative metabolism of ethanol can generate substantial oxidative

stress leading to tissue damage through the production of reactive oxygen species (ROS).

Primary targets of tissue damage are brain, liver, heart, lungs and natural killer white blood cells.

The most commonly affected organ is the liver; damage can begin with the appearance of a fatty

liver, followed by inflammation, apoptosis, fibrosis, and finally cirrhosis (Zakhari, 2006).

Alcoholism is a physical and psychological addiction to ethanol with serious medical and social

repercussions. Many health problems are associated with heavy alcohol use and they include:

liver disease; disease of nervous, gastrointestinal, cardiovascular, and respiratory systems;

cancers; metabolic and immune system disorders; endocrine disorders; nutritional deficiencies;

poisoning; and alcohol-associated injuries and accidents (Hurly and Horowitz, 1990).

Furthermore, there are also non-alcohol-related pathological diagnoses associated with alcohol

use such as: pancreatic disease, nutritional deficiencies, tuberculosis, various mental disorders,

epilepsy, pneumonia and influenza (Hurly and Horowitz, 1990). Alcohol-related mortality is a

serious consequence resulting from the above mentioned conditions, in particular alcohol-related

mortality involving liver cirrhosis, trauma, motor vehicle accidents, railroad/aviation/boating

accidents, drowning, fires, falls, and suicide (Hurly and Horowitz, 1990).

Importantly, heavy alcohol use can also result in permanent neurological damage. Alcoholism

can lead to the development of neurological disorders such as Korsakoff’s Syndrome (KS), a

Page 25: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

7

profound memory disorder characterized by short-term memory loss. If consumed during

pregnancy alcohol can also cause fetal alcohol spectrum disorder (FASD) in the offspring

(described in detail in the FASD section). Alcohol is a potent toxic and terotegenic substance.

1.1.3 Prevalence of Alcohol Use

1.1.3.1 General

Despite alcohol’s toxicity and potential for abuse, it is a legal product, which is widely used

across the world. According to the 2004 Canadian Addiction Survey alcohol is the most

commonly used psychoactive substance among Canadians, with 79.3 % reporting they consumed

it in the past 12 months, and 13.5 % saying they were former drinkers (Adlaf et al., 2005). Of

Canadians who currently consume alcohol, 7.9 % said they drink more than 4 times a week, and

12.7 % said that their typical usage pattern was more than 5 drinks per occasion. However, those

who reported using alcohol more than 4 times a week were not necessarily the same people who

reported using more than 5 drinks per typical occasion.

The Canadian Addiction Survey defines heavy drinking as having 5 or more drinks per occasion

for men, or 4 or more for women (without reference to a time frame) (Adlaf et al., 2005). The

survey reported 20.2 % of Canadians participate in heavy drinking on a monthly basis and 4.9 %

on a weekly basis. Large epidemiological studies conducted in the US (the 2001-2002 National

Epidemiologic Survey on Alcohol And Related Conditions, n = 43,093, and the 1991-1992

Page 26: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

8

National Longitudinal Alcohol Epidemiologic Survey, n = 42,862) have reported rates of alcohol

abuse and/or dependence1 to range between 7.4-8.5 % in the general population (3.0-4.7% for

alcohol abuse, and 3.8-4.4 for alcohol dependance) (Grant et al., 1994; Grant et al., 2004).

1.1.3.2 Pregnant Women and Women of Childbearing Age

Several studies have examined the prevalence of alcohol use among pregnant women and

women of childbearing age in North America (CDC, 1997; CDC, 2002; CDC, 2004; Floyd et al.,

1999; Ebrahim et al., 1999; Ebrahim et al., 1998; Chambers et al., 2005). The majority of these

studies (CDC, 1997; CDC, 2002; CDC, 2004; Ebrahim et al., 1999; Ebrahim et al., 1998) have

1 Diagnoses of alcohol abuse and dependence were made according to the DSM-IV criteria. Specifically, “DSM-IV

alcohol abuse is manifested by one or more of the following symptoms: recurrent drinking resulting in failure to fulfill major role obligations; recurrent drinking in hazardous situations; recurrent drinking-related legal problems; and continued drinking despite recurrent social or interpersonal problems caused or exacerbated by drinking. DSM-IV alcohol dependence is defined by seven diagnostic criteria: tolerance; the withdrawal syndrome or drinking to relieve or avoid withdrawal symptoms; drinking larger amounts or for a longer period than intended; persistent desire or unsuccessful attempts to cut down on drinking; spending a great deal of time obtaining alcohol, drinking, or recovering from the effects of drinking; giving up important social, occupational, or recreational activities in favor of drinking; and continued drinking despite a physical or psychological problem caused or exacerbated by drinking” (Grant et al., 2004).

Page 27: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

9

relied on data collected from the Behavioural Risk Factor Surveillance System (BRFSS) survey,

which is a monthly, state-based, random-digit dialed telephone survey of the non-

institutionalized U.S. civilian adult population in all 50 states, District of Columbia, and three

U.S. territories. The BRFSS data represents women aged 18-44 years, with approximately 250

000 interviews collected from 1988 to 2002, and an approximate pregnancy rate of 5 % across

survey years (CDC, 1997; CDC, 2002; CDC, 2004; Ebrahim et al., 1999; Ebrahim et al.,

1998).The median response rate from 1988 to 1995 (ratio of completed interviews to completed

interviews and refusals) ranged from 80 to 85 % (Ebrahim et al., 1998) and the median state/area

response rate in 2002 was 58.3 % (range 42.2-82.6 %) (CDC, 2004).

Among women of child-bearing age (18-44), the prevalence of any alcohol use within the past

month ranged from 49.4 % in 1991 to 56.3 % in 1988, the prevalence of binge drinking (5 or

more drinks per occasion) ranged from 10.5 % in 1991 (and in 1995) to 12.3 % in 1999, and the

prevalence of frequent drinking (average of consumption of seven drinks of more per week or

one binge episode in the last month) ranged from 12.4 % in 1999 to 17.8 % in 1988 (CDC, 1997;

CDC, 2002; CDC, 2004; Ebrahim et al., 1999; Ebrahim et al., 1998). Among pregnant women,

the prevalence of any alcohol use within the past month ranged from 9.5 % in 1992 to 22.2 % in

1988, the prevalence of binge drinking (5 or more drinks per occasion) ranged from 0.7 % in

1991 to 2.9 % in 1995, and the prevalence of frequent drinking (average of consumption of seven

drinks of more per week or one binge episode in the last month) ranged from 0.8 % in 1991 to

3.9 % in 1988 (CDC, 1997; CDC, 2002; CDC, 2004; Ebrahim et al., 1999; Ebrahim et al., 1998).

The prevalence of drinking among pregnant women, and women of child bearing age, has

fluctuated between the years, sometimes increasing or decreasing. However, it appears that no

Page 28: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

10

overall trend can be discerned since the phrasing and order of the questions regarding alcohol use

and pregnancy have changed from survey year to survey year, which may have influenced the

results (CDC, 1997; CDC, 2002; CDC, 2004; Ebrahim et al., 1999; Ebrahim et al., 1998).

Nevertheless, the fluctuations in prevalence rates, for the most part have been unremarkable,

therefore the latest rates (below) can be considered representative.

The latest estimates from the 2002 BRFSS study report that among women of child bearing age

(18-44), the prevalence of any alcohol use within the past month was 52.6 %, for binge drinking

12.4 %, and for frequent drinking 13.2 % (CDC, 2004). For pregnant women, the prevalence of

any alcohol use within the past month was 10.1 %, for binge drinking 1.9 %, and for frequent

drinking 1.9 % (CDC, 2004). Uniquely, the 2002 BRFSS study, for the first time ever assessed

prevalence of alcohol use among women who might become pregnant. Women who might

become pregnant were defined as those who were not using any type of birth control and

provided one of the following reasons: wanted a pregnancy, did not care whether a pregnancy

occurred, did not think they would become pregnant, did not want to use birth control, feared the

side effects of birth control, thought they were too old to become pregnant, could not pay for

birth control, or had lapsed in the use of a method (CDC, 2004). Among women who might

become pregnant, the prevalence of any alcohol use within the past month was 54.9 %, for binge

drinking 12.4 %, and for frequent drinking 13.1 % (CDC, 2004).

The high prevalence of drinking among women who might become pregnant should be alarming

as approximately 50 % of pregnancies are unplanned, and therefore many pregnancies may be

accidentally exposed to high levels of alcohol. Floyd et al., investigated the prevalence of peri-

conceptional drinking prior to pregnancy recognition and found similar rates of alcohol use as

Page 29: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

11

found in the BRFSS data (Floyd et al., 1999). Flyod, et al., showed that the majority of women

(60 %) were unaware of their pregnancy for at least the first 4 weeks of pregnancy and many (30

%) were unaware past the sixth week (Floyd et al., 1999). The study used data collected by the

National Maternal and Infant Health Survey (NMIHS) across 48 states, the District of Columbia,

and New York City (n = 9953). The investigators reported that 48 % of respondents admitted to

using some alcohol prior to pregnancy recognition, with 14.8 % consuming 1 – 5 drinks per

week and 5 % drinking more than 6 drinks per week (Floyd et al., 1999). Rates of alcohol use

did decrease once pregnancy status was known to 21 %, with less than 1 % of women drinking

more than 6 drinks per week.

1.1.3.3 Risk Factors

Studies have reported similar risk factors associated with alcohol use during pregnancy. Those

risk factors have included smoking, having a higher level of education, being unmarried, being

employed or studying, having a higher annual household income, being white non-Hispanic, and

having lower parity (Floyd et al., 1999; CDC, 2004; Ebrahim et al., 1998; CDC, 2002; Chambers

et al., 2005). Floyd et al., reported that older women (over 25) were more likely to be frequent

drinkers (Floyd et al., 1999), however from the BRFSS data, the CDC reports that frequent

drinking and binge drinking are associated with being younger (<30 years) (CDC, 2004; CDC,

2002). Chambers et al., studied drinking in low-income pregnant Latinas in the US and also

found that younger maternal age was associated with alcohol use in the peri-conceptional period

(Chambers et al., 2005). Therefore, although there is some discrepancy involving maternal age,

most studies have reported similar risk factors associated with drinking during and around the

time of pregnancy.

Page 30: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

12

1.2 The Fetal Alcohol Spectrum Disorder

1.2.1 History and Etiology

Throughout history it has been suggested that parental alcoholism is detrimental to offspring (see

Warner and Rosett, 1975, for review). However, the idea of fetal damage arising from alcohol

exposure during pregnancy has only been accepted in scientific communities since the 1970’s

(Lemoine, 2003). The first scientific study to describe fetopathies arising from alcohol exposure

was that of Jacqueline Rouquette’s thesis entitled “Influences of the parental alcoholic

intoxication on the physical and psychological development of young children”, where she

described resulting effects for 100 children with confirmed parental alcoholism (Paris 1957)

(Lemoine, 2003). Around the same time, Dr. Paul Lemoine, a practicing pediatrician, was

independently collecting data on his own patients. In his paper entitled “The children of

alcoholic mothers, observed anomalies, discussion of 127 cases”, Dr. Lemoine described a

syndrome he was noticing in children born to alcoholic patients. Lemoine characterized children

with the syndrome by severe intrauterine growth retardation with lasting hypotrophy and

microcephaly, psychomotor retardation with behavioural problems, specific facial

dysmorphology, and frequent malformations such as cardiac and skeletal (Lemoine, 2003;

Lemoine et al., 2003). However, these French reports went unnoticed in the scientific

community until Jones and Smith, published an article in English describing 8 cases in the

United States with a similar syndrome; Jones and Smith, described what they called “the first

Page 31: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

13

reported association between maternal alcoholism and aberrant morphogenesis in offspring”

(Jones et al., 1973; Koren and Navioz, 2003; Lemoine, 2003). The term “fetal alcohol syndrome”

was coined by Jones and Smith in 1973, and they are often mistakenly credited with the

syndrome’s discovery (Jones and Smith, 1973; Koren and Navioz, 2003). Nevertheless, their

valuable contribution has sparked thousands of research papers on the subject since, which have

increased knowledge and awareness regarding this devastating but preventable condition.

A key feature of fetal alcohol syndrome, which was instrumental in its discovery, is a

constellation of characteristic facial anomolies consisting of 3 main features: short palpebral

fissures, smooth or flattened philtrum, and a thin vermilion border of the upper lip (Figure 1.4)

(Chudley et al., 2005). Fetal alcohol syndrome is also accompanied by growth retardation and

central nervous system neurodevelopmental abnormalities that can often be severe, such as

microcephaly and microencephaly, agenesis of the corpum callosum, impaired fine motor skills,

or poor hand-eye coordination, among others. (Chudley et al., 2005).

Page 32: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

14

Figure 1.4 Characteristic facial features of Fetal Alcohol Syndrome

It is now recognized that the effects of fetal alcohol exposure can be diverse in their

manifestation and widespread in their intensity. Furthermore, effects are not necessarily

accompanied by the characteristic facial anomalies, often referred to as “the face”. It appears that

timing of the exposure plays a role in the differential expression of these effects, with first

trimester exposure being crucial for facial malformations and all three trimesters playing roles in

CNS dysfunction (Sulik et al., 1981; Sulik and Johnston, 1983; Sulik, 1984; Sulik et al., 1986).

Page 33: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

15

1.2.1.1 Nomenclature

Different names have evolved to describe manifestations of fetal alcohol effects; some examples

are: partial FAS (PFAS), alcohol-related birth defects (ARBD), and alcohol-related

neurodevelopmental disorder (ARND), and fetal alcohol effects (FAE) (Chudley et al., 2005;

Streissguth et al., 2004). FAE is a diagnostic term that refers to most manifestations of fetal

alcohol affected children that fall outside the diagnostic criteria of FAS. Diagnostic criteria for

FAS, PFAS, ARBD, and ARBD are outlined in the “diagnosis and intervention” section.

Recently researchers and clinicians have begun to use the term fetal alcohol spectrum disorder

(FASD), an umbrella term used to describe any and all types of effects that result from fetal

alcohol exposure (National Organization of Fetal Alcohol Syndrome, 2004). Note that while

clinicians, scientists, and many examples of literature (including this thesis) refer to “FASD

diagnosis”, FASD is not a diagnostic term. FASD diagnosis refers to diagnoses applied to the

variety of disorders grouped under the FASD umbrella term (FAS, PFAS, ARBD, ARBD and

FAE, for example). Readers should remain cognizant of this fact.

1.2.1.2 Mechanisms

While FASD is caused by exposure to maternal alcohol during pregnancy, the exact mechanism

of teratogenicity is still under study. Numerous mechanisms of toxicity from fetal alcohol

exposure have been proposed and are highlighted below, however a comprehensive discussion is

outside the scope of this thesis. (For comprehensive reviews please see West et al., 1994, Abel

and Hannigan, 1995, or Hannigan et al., 1999). There is likely no one single mechanism for

ethanol teratogenicity and the mechanisms proposed likely interact with one another, along with

Page 34: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

16

other contributory factors. Proposed mechanisms include, but are not limited to: fetal hypoxia;

toxicity mediated through acetaldehyde and acetaldehyde metabolism; cellular damage resulting

from the generation of free radical and reactive oxygen species (ROS); alcohol-induced

inhibition of normal cell function and properties; and, contributory effects of alcohol-induced

imbalance of prostaglandins, and vitamin/element deficiencies.

Hypoxia is a known cause of cellular damage. Alcohol consumption can result in a contractile

response in the umbilical cord blood vessel, resulting in the collapse of vasculature and

disruption of blood flow to the fetus (Mukherjee and Hodgen, 1982; Mukherjee and Hodgen,

1982; Savoy-Moore et al., 1989) Alcohol exposure has also been shown to suppress fetal

breathing movements, an index of fetal hypoxia (Brien and Smith, 1991). Therefore, it has been

hypothesized that fetal hypoxia may be responsible for much of the damage seen in FAS (Abel

and Hannigan, 1995).

Exposure to alcohol also results in exposure to its primary toxic metabolite, acetaldehyde.

Alcoholics exhibit higher levels of acetaldehyde than social drinkers, most likely due to the

induction of the cytochrome p450 system resulting in a faster conversion of ethanol to

acetaldehyde (Ronis et al., 1993). Acetaldehyde is a known toxic and highly reactive substance,

forming adducts with various proteins such as enzymes, microsomal proteins, microtubules, and

neurotransmitters, that have been found in the brain of alcoholics (Zakhari, 2006; Nakamura et

al., 2003). There is epidemiological support for the hypothesis that acetaldehyde may play a role

in FASD teratogenesis. Hard et al. reported that the incidence of high acetaldehyde levels among

alcoholics was found to be in the same range, 43 %, as the incidence of ARBD in offspring born

to alcoholics, 34 %, however the levels were not obtained from the same subjects but rather a

Page 35: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

17

metanalysis was performed comparing incidence of levels in alcoholics to the incidence of

ARBD observed in different studies (Hard et al., 2001).

Alcohol metabolism also leads to the production of free radicals, including ROS, that can lead to

oxidative stress. Oxidative stress has been proposed as one of several mechanisms of alcohol-

induced tissue injury, particularly in the brain and liver, and is believed to play a role in the

pathogenesis of FAS (Cohen-Kerem and Koren, 2003). Davis et al. demonstrated that injury to

neural crest cells, leading to the characteristic facial malformations observed in FAS, is likely the

result of ethanol-induced free radical formation (Davis et al., 1990). In fact, the addition of the

free radical scavenging enzyme, superoxide dismutase, to the culture medium significantly

reversed the deleterious effects of ethanol (Davis et al., 1990; Fridovich, 1978). Low levels of

CYP2E1 have been found in fetal brain to produce local ROS (Henderson et al., 1995; Montoliu

et al., 1995; Ahmad et al., 1988). Oxidative stress produced by these local ROS can potentially

lead to fetal brain damage (Cohen-Kerem and Koren, 2003). Free radicals and ROS readily

interact with endogenous molecules leading to lipid peroxidation, cellular damage, and cell death

(Sun et al., 1997). Also, exposure to ethanol alters the anti-oxidant defense system of the cell,

making it more vulnerable to damage from ROS, and other free radicals (Bailey et al., 2001;

Montoliu et al., 1995; Oh et al., 1998). Research is ongoing into ROS as an agent of fetotoxicity.

Furthermore, alcohol has been shown to inhibit normal cell development, function, and to alter

cell properties. Alcohol can act directly by disrupting membrane fluidity and function, by

altering lipid bilayer components (West et al., 1994; Chin and Goldstein, 1981; Chin and

Goldstein, 1977; Beauge et al., 1987). The mechanism by which ethanol alters membrane

fluidity is unknown but it has been hypothesized that it may act through weakening non-covalent

Page 36: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

18

forces between membrane components (Hoek and Taraschi, 1988). Ethanol use during gestation

has also been observed to inhibit normal neuronal cell-cell adhesion, and disrupt long-term

potentiation, an important process for learning and memory in neuronal cells (Ramanathan et al.,

1996; Sutherland et al., 1997). In addition, ethanol has been shown to inhibit fetal DNA

methylation, resulting in hypomethylation, altering gene activity and function (West et al., 1994;

Garro et al., 1991). Consequently, alcohol can act by a variety of mechanisms to induce cellular

damage.

Alcohol use also results in an increase of prostaglandins in the fetal brain, which have been

thought to play a role in the FAS pathogenesis (Pennington, 1988). Increased prostagladins have

been shown to lead to an increase in cyclic adenosine monophosphate levels, which can reduce

the rate of cell division, and consequently interfere with stem cell division and neuronal cell

proliferation (Nulman et al., 1998; Pastan et al., 1975). Studies in rats have demonstrated that

when prostaglandin synthesis is inhibited by the co-administration of aspirin along with ethanol

during pregnancy, that there are dramatic reductions in the incidence of malformations in

offspring (Randall et al., 1991a; Randall et al., 1991b).

Alcoholism is also widely known to be associated with poor nutrition. Studies have suggested

that deficiencies in vital elements and vitamins, such as zinc, calcium, retinoic acid, vitamin B6,

and folate, can act synergistically to potentiate effects resulting from prenatal alcohol exposure

(Nulman et al., 1998; Carter et al., 2007; West et al., 1994). Zinc is essential for synthesis of

DNA, RNA, and various enzymes involved in fetal brain development; calcium is critical in

modulating normal neuronal cell function; retinoic acid is important in mediating morphological

development; vitamin B6 extensively influences brain development; folate is vital for synthesis

Page 37: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

19

and methylation of DNA during development (West et al., 1994; Nulman et al., 1998).

Deficiencies or imbalances in these vitamins and elements, and potentially others, likely

contribute in the etiology of FASD. Furthermore, ethanol can also interfere with placental amino

acid transport, potentially leading to fetal malnutrition, which may potentiate or increase

vulnerability to toxic effects (Lin, 1981b; Lin, 1981a).

Other risk factors, other than poor nutrition, contributing to the etiology of FASD to consider are

peak blood alcohol concentration (BAC), temporal vulnerability, genetic differences, and

polydrug exposures (West et al., 1994). Peak BAC is discussed below in the “threshold” section.

Temporal vulnerability was touched upon before, when it was discussed that early first-trimester

exposures were required for morphological defects to occur, such as the characteristic facial

anomalies (Sulik et al., 1981; Sulik and Johnston, 1983; Sulik, 1984; Sulik et al., 1986). Further

neuronal loss, and alterations in brain circuitry can result from exposure well into the second and

third trimester (West et al., 1994; West and Hamre, 1985; Barnes and Walker, 1981; Miller and

Potempa, 1990). Polydrug exposure is discussed in the “Alcohol and other drug use in families

involved with child protective services” section and chapter 6.

1.2.1.3 Threshold

There is a positive dose-response relationship between maternal BAC and fetal alcohol effects

(Pierce and West, 1986), however the dose of alcohol required to impair normal fetal

development is still under debate. Dose-response effects of fetal alcohol are difficult to study in

humans, since alcohol is a potent teratogen and cannot ethically be administered to pregnant

women. Jacobson and Jacobson, however, have examined results from two of the largest fetal

alcohol exposed cohorts ever studied, and used multiple regression analysis to report threshold

Page 38: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

20

levels for neurobehavioral effects and outcomes (Jacobson and Jacobson, 1994). Noteworthy is

the fact that the reported threshold levels were not based on statistically significant effects, as the

number of children exposed to high levels were too small, but rather as the authors point out, the

threshold levels were based on the consistency of data across a large number of neurobehavioural

outcomes (Jacobson and Jacobson, 1994).

The first cohort described by Jacobson and Jacobson was that studied by Streissguth and

colleagues (Streissguth et al., 1984; Sampson et al., 1994; Baer et al., 2003), who followed

approximately 500 children born to predominantly white, middle-class women in the mid-

1970’s. The second cohort was that followed by Jacobson and colleagues, which included 480

predominantly economically disadvantaged, black children (Jacobson et al., 1993b; Jacobson et

al., 1993a; Jacobson and Jacobson, 1994; Jacobson et al., 1994c; Jacobson et al., 1994b;

Jacobson et al., 1994a).

Jacobson and Jacobson, concluded the threshold for neurobehavioural effects seems to be

between 7 and 28 standard drinks per week, and that most often these drinks were consumed

during fewer occasions, resulting in higher blood alcohol levels (Jacobson and Jacobson, 1994).

However, the investigators did report that mental development in the fetus appears to be affected

even with the smallest alcohol doses, and consequently that the dose-response pattern appears to

be linear with no threshold for mental developmental deficits.

The results presented by Jacobson and Jacobson are only as sensitive and reflective as the

measures used in the studies they reviewed to assess neurobehavioral and cognitive function.

Consequently, unknown effects may result from exposures below the specified threshold levels.

Furthermore, Jacobson and Jacobson state that structural changes in the brain can often be

Page 39: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

21

detected before neurobehavioral deficits. Therefore even if deficits are not apparent, structural

changes may still be present and may put children at a disadvantage later in life when, for

example, they are stressed or after reaching old age (Jacobson and Jacobson, 1994). As a result,

smaller doses can still be detrimental to the offspring in ways that are still not yet fully

understood.

1.2.2 Diagnosis and Intervention

Current diagnostic criteria of FASD contain features described in studies from the 60’s and early

70’s. In the 60’s Lemoine described characteristic facial anomalies, substantial growth

retardation, increased frequency of malformations, and psycho-motor anomalies in children born

to alcoholic mothers, as hallmarks of FAS (Lemoine et al., 2003). In the 70’s, Jones and Smith

described FAS as a specific pattern of malformation involving prenatal-onset of growth

deficiency, developmental delay, craniofacial anomalies and limb and other birth defects

observed in offspring of alcoholic mothers (Jones and Smith, 1975). These common features,

including confirmation of maternal alcohol use, are often found in current diagnostic schemes.

Several diagnostic schemes for FASD have evolved based on advances in FASD research. In

1996, the Institute of Medicine of the National Academy of Sciences in the US (IOM) proposed

six diagnostic categories: FAS with and without confirmed maternal alcohol exposure, PFAS

with and without confirmed maternal alcohol exposure, ARBD, and ARND (Stratton et al.,

1996). However, at the time the definitions for diagnostic criteria remained vague and somewhat

ambiguous (Hoyme et al., 2005; Manning and Hoyme, 2008).

Page 40: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

22

In 2000 Astley and Clarren described a 4-Digit Diagnostic Coding system based on the

medical/research records of 1014 patients of Washington’s FAS Diagnostic and Prevention

Network (FAS DPN) (Astley and Clarren, 2000). The code is based on the assessment of four

domains: 1) growth deficiency, 2) FAS facial phenotype, 3) CNS damage or dysfunction, and 4)

gestational exposure to alcohol. The assessment is structured such that the clinician ranks

severity of the four domains using a Likert scale from 1 to 4, 1 representing the least severe to 4

representing the most severe. The case definitions for ranking are clearly defined in Astely et al,

2000. The 4-Digit Diagnostic code can result in 256 possible 4-Digit combinations that are

collapsed into 22 diagnostic categories. As presented in table 1.1, only 9 unique diagnostic

“outcome” categories exist that are differentiated by differences in alcohol exposure (alcohol

exposed, alcohol exposure unknown, no alcohol exposure) into 22 actual diagnostic categories

(labeled A-V).

Page 41: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

23

Table 1.1 Summary of 22 diagnostic categories (A-V), based on 4-Digit Diagnostic Code

Diagnostic Outcome Categories Alcohol Exposed

Alcohol Exposure Unknown

No Alcohol Exposure

Fetal Alcohol Syndrome A B n/a Atypical Fetal Alcohol Syndrome C n/a n/a Fetal Alcohol Syndrome Phenocopy n/a n/a D Sentinel physical findings/static encephalopathy E K Q Static encephalopathy F L R Sentinel physical findings/neurobehavioural disorder G M S Neurobehavioural disorder H N T Sentinel physical findings I O U No cognitive/behavioural or sentinel physical findings detected J P V

In 2005, the diagnostic categories proposed by the IOM (FAS with and without confirmed

maternal alcohol exposure, PFAS with and without confirmed maternal alcohol exposure,

ARBD, and ARND) were updated to include less ambiguous definitions of the diagnostic criteria

(Table 1.2) (Hoyme et al., 2005; Manning and Hoyme, 2008). In 2005, Chudley and colleagues

published the Canadian guidelines for diagnosis of FASD which combined the IOM diagnostic

criteria with the 4-Digit code approach (Table 1.3) (Chudley et al., 2005). The Canadian

guidelines emphasize the presence of CNS dysfunction in FASD diagnosis over the IOM

guidelines, which only require the presence of structural brain anomalies or smaller head

circumference, in place of CNS dysfunction, for diagnosis of FAS, PFAS, or ARND. Chudley et

al. believe that diagnosis of PFAS under the IOM guidelines could be harmful for an individual,

as the diagnosis implies brain dysfunction that may not be present, yet diagnosis may still

Page 42: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

24

stigmatize the child. Another difference between the IOM and Canadian diagnostic guidelines is

that a diagnosis of PFAS under the Canadian diagnostic guidelines cannot be made without

confirmation of maternal alcohol exposure, as can be made according to the IOM guidelines.

Table 1.2 Summary of IOM diagnostic criteria (adapted from Manning and Hoyme, 2008)

FAS* FAS** PFAS* PFAS** ARBD ARND Confirmation of maternal alcohol exposure √√√√ √√√√ √√√√ √√√√

Evidence of characteristic pattern of facial anomalies, at least 2 (Short palpebral fissures, thin upper lip, smooth philtrum)

√√√√ √√√√ √√√√ √√√√

Evidence of growth retardation √√√√ √√√√ √√√√ √√√√

Evidence of deficient brain growth or abnormality (Structural brain abnormality or small head circumference)

√√√√ √√√√ √√√√ √√√√ √√√√

Evidence of a complex pattern of behavioural or cognitive abnormalities that cannot be otherwise explained

√√√√ √√√√ √√√√

Congenital structural defects in specified categories √√√√

√√√√ Indicates required criterion

√√√√ Indicates required criterion if no other same marked criterion are present

*With confirmed maternal alcohol exposure

**Without confirmed alcohol exposure

Page 43: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

25

Table 1.3 Summary of the Canadian diagnostic guidelines (adapted from Chudley et al.

2005)

FAS* FAS** PFAS ARBD ARND Confirmation of maternal alcohol exposure √√√√ √√√√ √√√√ √√√√

Evidence of characteristic pattern of facial anomalies, at least 3 (Short palpebral fissures, thin upper lip, smooth philtrum)

√√√√ √√√√

Evidence of characteristic pattern of facial anomalies, at least 2 (Short palpebral fissures, thin upper lip, smooth philtrum)

√√√√

Evidence of growth retardation √√√√ √√√√

Evidence of impairment in 3 or more CNS Domains √√√√ √√√√ √√√√ √√√√

Congenital structural defects in specified categories √√√√

√√√√ Indicates required criterion

*With confirmed maternal alcohol exposure

**Without confirmed alcohol exposure

Regardless of the diagnostic schemes used, criteria for FASD diagnoses overlap and have the

commonalities of growth retardation, CNS dysfunction and or structural anomalies, characteristic

facial malformations, and behavioural or cognitive abnormalities. Importantly, all diagnostic

schemes mentioned above also require confirmation of maternal alcohol exposure for diagnosis

in the absence of characteristic facial malformations. These facial anomalies are not always

present, as may be the case in children with ARND or FAE, for example. In fact, children with

ARND/FAE greatly outnumber children with FAS who have the full constellation of facial

characteristics. Therefore, having a reliable biomarker that can independently and retrospectively

Page 44: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

26

assess chronic alcohol use during pregnancy would be a tremendous advantage in the diagnosis

of FASD and is the subject of this thesis.

1.2.3 The Silent Epidemic and Gap Towards Intervention

Nearly half of North American women in childbearing age drink alcohol, and since

approximately half of all pregnancies are unplanned, the potential number of alcohol-exposed

fetuses is staggeringly high. It has been estimated that approximately 40 % of heavily exposed

fetuses will be affected by FASD, and the reason why some fetuses remain unaffected is still

unknown (Jones and Smith, 1975). Nevertheless, the prevalence of FAS and FASD among

developed nations has been estimated to be between 1 and 10 per 1000 births (Sampson et al.,

1997; Williams et al., 1999; Abel, 1995a). This figure is of epidemic proportions yet is largely

unknown by the general public. Furthermore, the prevalence is likely underestimated because

many affected individuals are misdiagnosed or never diagnosed, particularly those missing

characteristic facial malformations (Williams et al., 1999; Fast et al., 1999; Olson et al., 2007).

Equally astounding, are the estimates of FAS prevalence from developing countries. In a recent

study conducted in South Africa, Viljoen et al. reports an alarming rate of 65.2 – 74.2 cases of

FAS per 1000 children in the first grade population (Viljoen et al., 2005)! This estimate was

based on actively screened students, therefore cases that might otherwise be missed were

captured, nevertheless this figure is clearly indicative of a silent FASD epidemic.

The hidden cost of FASD in economic burden reaches epidemic proportions as well. Expenses

are generated through medical, educational, societal, and family costs, as well as costs associated

Page 45: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

27

with externalizing behaviours (for example, criminal proceedings, incarceration, etc.) and

productivity loses. Estimates of the annual economic burden due to FAS/FASD have ranged

from $74.6 million to $9.7 billion in the US (Abel and Sokol, 1987; Abel and Sokol, 1991; Rice

et al., 1991; Harwood and Napolitano, 1985) and up to $344 million in Canada (Stade et al.,

2006). Yet the greatest cost that cannot be measured is that of the human suffering of the affected

individual, family, and caretakers, generated by this tragic and preventable condition.

The origin of burden of FASD can be understood when its behavioural phenotype is described.

Kodituwakku stated that, “children with prenatal alcohol exposure exhibit significant deficits in

daily functional skills or adaptive behaviour, with deficits in socialization becoming pronounced

during adolescence”, and concluded that, “FASD can be defined as a generalized deficit in

processing complex information. Diminished intellectual functioning, slow information

processing, and relative difficulty with complex tasks are all consistent with a generalized deficit

model” (Kodituwakku, 2008). Children with FASD are at a tremendous disadvantage because of

their brain-based dysfunction, as they often show maladaptive behaviour that creates conflict

between themselves, peers, caretakers, and authoritative figures. As such, it remains critical they

Page 46: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

28

receive early diagnosis in order to gain access to importance resources and sources of

intervention.

Streissguth and colleagues describe the tragic circumstances these children are often surrounded

by, and the tremendous importance that rearing environment and diagnosis play in their

behaviour and prognosis. In a landmark study evaluating the adverse life outcomes and risk

factors of 415 patients referred to clinic for FAS/FAE2 diagnosis, Streissguth et al. reported that

80 % of the patients were not raised by their biological mothers (Streissguth et al., 2004). Out of

the adolescents and adults, lifespan prevalence was reported to be 61% for disrupted school

experience, 60 % for trouble with the law, 50 % for confinement (in detention, jail, prison, or a

psychiatric or alcohol/drug inpatient setting), 49 % for inappropriate sexual behaviour on

repeated occasions, and 35 % for alcohol/drug problems. Most importantly, the authors found

that the odds of escaping these adverse life outcomes were 2 to 4 fold greater by receiving an

early diagnosis of FAS or FAE and by being reared in a good stable environment.

2 Fetal Alcohol affected (FAE) individuals are those that have heavy prenatal alcohol exposure but do not

necessarily manifest the full physical features of FAS (Streissguth et al., 2004).

Page 47: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

29

Equally critical, the study revealed that patients with FAE had higher rates of all five adverse life

outcomes compared to those with FAS, and the odds were doubled for them having trouble with

the law and alcohol/drug problems. This is an important point as individuals with FAE are often

missing characteristic facial features, as mentioned, and are consequently harder to identify. The

authors also mention that this result could be because FAE is often treated as a “non-diagnosis”,

therefore resulting in these children not receiving adequate attention and resources.

It should be emphasized that the 415 patients in this cohort were referred patients for FAS/FAE

diagnosis, therefore they may have been referred for reasons related to adverse life outcomes and

therefore are not necessarily representative of all fetal alcohol affected children in general.

Nevertheless, the study clearly underscores the fact that early intervention3, facilitated by early

diagnosis, is vital for the child’s success, and helps avoid or mitigate secondary disabilities such

as the adverse life outcomes mentioned.

Unfortunately however, there is a gap between the silent FASD epidemic and intervention, and

this gap is the failure to diagnose the condition early. Most affected individuals are not diagnosed

3 For a review on interventions available for FASD please see Kalberg and Buckley, 2007 (Kalberg and Buckley,

2007).

Page 48: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

30

unless actively screened. In an epidemiological study examining hospital records for all live

births in 1994 in a regional hospital of northeastern Manitoba (n = 745), Canada, infants

approximately 2 years of age were followed up and screened for FAS. It was discovered that

only 20 % of FAS cases had been previously identified and diagnosed, therefore 80 % had been

missed (Williams et al., 1999). Similarly, in a study investigating the prevalence of FAS/FAE in

youth who committed criminal offences and were remanded for psychiatric assessment (n =

287), 67 were discovered to have FAS/FAE, 95.5 % of which were previously undiagnosed (Fast

et al., 1999).

If diagnosed, most children are typically not diagnosed until late childhood, missing the

opportunity for early intervention. According to the largest clinical database of children born

with prenatal alcohol exposure (n = 781), Washington state’s Fetal Alcohol Syndrome’s

Diagnostic and Prevention Network (FAS DPN), the average age of referral for FASD diagnosis

is 9.5 years, and only about a third of diagnosed children are diagnosed before age 4 (Olson et

al., 2007). The most likely reason for the failure to diagnose FASD is the fact that many affected

children do not display the characteristic facial anomalies4 and that in these cases, as in most,

4 The CDC estimates that FASD other than FAS occurs approximately three times more often than FAS (CDC,

2006).

Page 49: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

31

mothers are reluctant to provide confirmation of maternal alcohol abuse during pregnancy, a

necessary diagnostic criterion. Therefore, a biomarker assay that can independently confirm

maternal alcohol use during pregnancy would provide a tremendous advantage in facilitating

diagnosis of FASD and bridging the gap between this silent epidemic and intervention.

1.3 Biomarkers for Alcohol Exposure in Blood and Urine

Alcohol is rapidly metabolized in the body, and can only be measured for several hours

following ingestion. Therefore, biomarkers for post-acute ingestion or chronic intake have been

developed, many of which are already measured on a routine basis in hospitals. Presented here

are the following biomarkers, measured in blood/urine: hemoglobin-associated acetaldehyde

(HAA), gamma-glutamyltransferase (γGT), mean corpuscular volume (MCV), aspartate/alanine

aminotransferase (AST/ALT), and carbohydrate-deficient transferrin (CDT). However, the

majority of these markers either offer low sensitivity and or specificity, and have other

limitations associated with the detection of alcohol consumption during pregnancy (Littner and

Bearer, 2007; Cook, 2003).

Page 50: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

32

1.3.1 Hemoglobin-Associated Acetaldehyde

Oxygenated hemoglobin can react with acetaldehyde, a main product of alcohol metabolism, to

form reversible and irreversible HAA (Stevens et al., 1981; Wickramasinghe et al., 1994).

Reversible HAA can be detected up to 48 hours after the last drink, whereas irreversible HAA

accumulates and can be detected for at least 28 days post-ingestion of alcohol (Cook, 2003;

Peterson et al., 1988). HAA has been reported to have higher clinical sensitivity and specificity

than γGT, MCV, and AST/ALT (Cook, 2003).

Hazelett et al. reported sensitivity and specificity for HAA were 67 and 77 %, respectively, in

distinguishing patients in alcohol and drug treatment that reported consuming more than 6 drinks

per day from those reporting less consumption (n = 182) (Hazelett et al., 1998). Another study

evaluated HAA levels in pregnant women (n = 19) visiting an outpatient department for pregnant

alcohol abusers, and in non-pregnant (n = 14) controls (social users and abstainers) (Niemela et

al., 1991). The study revealed HAA levels were elevated in 63 % of women who delivered

babies with FAE (8 in total), and in 28 % of drinkers who delivered healthy babies, indicating

that HAA may be useful as a marker for FAE (Niemela et al., 1991). However, the sensitivity of

HAA reported in this study is less than desirable, therefore using HAA as a marker for FAE

would mean many cases would be missed. Furthermore, the window for detection of alcohol

abuse, should the mother decide to quit drinking, would be limited to about a month post-

ingestion, and sensitivity would likely decrease with time elapsed since the last drinking episode.

Therefore, although HAA can be a useful aid, it is an inadequate biomarker for fetal alcohol

exposure on its own.

Page 51: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

33

1.3.2 Glutamyltransferase

γGT is an enzyme produced mainly in the liver and involved in glutathione metabolism and renal

reabsorption of amino acids, and has been used as a marker for alcohol use and liver disease for

many years (Whitfield, 2001; Rosalki et al., 1970). Although γGT has been used as a biomarker

for alcoholism it is not very sensitive, on average detecting 30 – 50 % of excessive drinkers in

the general community/family practice settings, and in some cases even less than 10 % (reviewed

by Conigrave et al., 2003). Also, γGT is not a specific biomarker for alcoholism, as it is a marker

of liver disease that may or may not be alcohol induced. Concentrations of γGT can increase with

the use of certain medications as well, such as anticonvulsants and non-steroidal anti-

inflamatories, making results even more difficult to interpret (Conigrave et al., 2003). In a study

investigating γGT and MCV in pregnant women referred to clinic for substance abuse, Sarkola et

al. reported sensitivity (n = 41) of γGT in detecting heavy drinking and FAE, 31 % and 50 %,

respectively, specificity, 79 % and 81 %, respectively, and low positive predictive value (PPV),

40 % and 40 %, respectively (Sarkola et al., 2000). Although the sensitivity of γGT for detecting

FAE (50 %) may appear high, it should be kept in mind that this figure was derived from a high-

risk cohort where 30 % of women admitted to heavy alcohol use, and all women were referred to

clinic based on suspicions of substance abuse. Therefore, the figure is not likely representative of

the general obstetric population. Stoler et al. showed drastically lower sensitivity and PPV of

γGT in a much larger cohort of pregnant women obtained from the general population (total n

=529), with less than 1% of drinkers testing positive for γGT, and less than 1% of those testing

positive for γGT actually being a true positive (alcohol user) (Stoler et al., 1998). Furthermore,

γGT levels are typically decreased in pregnancy (Littner and Bearer, 2007), and γGT has been

Page 52: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

34

found to be of limited value in people less than 30 years of age due to lowered sensitivity and

specificity (Nystrom et al., 1993; Conigrave et al., 2003); therefore γGT, although perhaps

useful in conjunction with other biomarkers, is less than optimal for the detection of alcohol

exposure during pregnancy.

1.3.3 Mean Corpuscular Volume

MCV is the average estimate of red blood cell size. It can be used as an indicator of macrocytosis

of erythrocytes, a common finding in alcoholics drinking more than 80 g of ethanol daily (Wu et

al., 1974). The cause of macrocytosis is complex and believed to be caused by the direct toxic

effects of alcohol on bone marrow precursors (Larkin and Watson-Williams, 1984). In addition

to alcohol use, elevated MCV levels can also result from folate or vitamin B12 deficiencies,

bleeding, haematological conditions, bone marrow disorders, hyperthyroidism, and

hyperglycemia, consequently elevated levels of MCV are not specific to alcohol exposure

(Conigrave et al., 2003). Furthermore, sustained, regular drinking is needed to produce elevated

levels of MCV, and because the life span of red blood cells is approximately 120 days, it may

take several months for MCV levels to reflect drinking habits (Hasselblatt et al., 2001). In

general, MCV has had poor sensitivity in the detection of heavy alcohol users, with sensitivities

ranging from less than 20 % to 50 % (Littner and Bearer, 2007; Conigrave et al., 2003; Stoler et

al., 1998; Meerkerk et al., 1999). Sarkola et al., reported sensitivity of MCV in pregnant women

(n = 44) for detecting heavy drinking and fetal alcohol effects (FAE), as 15 % and 25 %,

respectively, specificity as 100 % and 100 %, respectively, and positive PPV as 100 % and 100

%, respectively (Sarkola et al., 2000). It should be noted that the sample size of the study was

Page 53: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

35

limited, with only 2 cases testing positive for MCV, nevertheless, the high specificity and PPV,

suggest that MCV may be useful in conjunction with other biomarkers, but clearly lacks the

sensitivity for use alone. MCV likewise has shown to have poor sensitivity in subjects under 30

years of age (Nystrom et al., 1993). Therefore, it is not recommended MCV be used as a

biomarker for alcohol consumption during pregnancy on its own.

1.3.4 Aspartate/Alanine Aminotransferase

AST and ALT are liver enzymes that can become elevated following liver injury, and have

consequently been used as biomarkers for heavy alcohol consumption (Littner and Bearer, 2007;

Pratt and Kaplan, 2000; Conigrave et al., 2003). However, because they serve as indicators of

liver disease, they are not specific to alcohol use alone. In a study examining levels of γGT,

MCV, AST, ALT, and AST/ALT ratio, in the blood of 25 pregnant women abusing alcohol,

relative to 20 abstinent pregnant controls, AST/ALT ratio along with MCV and urinary dolichol

were found to be poor indicators of alcohol abuse (Halmesmaki et al., 1992). Also, AST and

ALT markers are not as accurate in patients under 30 (Halvorson et al., 1993), which would

likely result in the exclusion of detecting many alcohol exposed pregnancies. Consequently,

AST/ALT are not suitable for the detection of fetal alcohol exposure.

Page 54: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

36

1.3.5 Carbohydrate-Deficient Transferrin

Alcohol ingestion is believed to interfere with the normal glycosylation process that occurs

during the formation of transferrin, the body’s major iron transfer protein (Cook, 2003).

Therefore, CDT is a modified form of transferrin that results from alcohol exposure. Compared

to the HAA, γGT, MCV, and AST/ALT, CDT is the most sensitive and specific biomarker for

heavy alcohol use (Cook, 2003; Littner and Bearer, 2007; Meerkerk et al., 1999). For alcoholism,

its sensitivity ranges from 60 to 91 % and specificity from 92 to 100 % (Reynaud et al., 1998).

However, its use a biomarker in women, particularly in pregnancy, remains somewhat

controversial as levels typically increase with pregnancy status, are higher in women, and can

vary with hormonal and iron status (Cook, 2003; Littner and Bearer, 2007; Sillanaukee et al.,

2000). Therefore, its use in women is not ideal. Also, CDT has a half-life of 17 ± 4 days

(Reynaud et al., 1998), which means the window for detection of alcohol abuse is limited.

Consequently, it is doubtful that CDT will prove to be a useful marker for fetal alcohol exposure.

1.4 Fatty Acid Ethyl Esters (FAEE)

1.4.1 Production and Accumulation

FAEE are non-oxidative metabolites of ethanol metabolism. They are produced throughout the

body in pancreas, liver, heart, brain, white blood cells, and adipose tissue (Laposata and Lange,

1986; Laposata et al., 1987; Ben-Eliyahu et al., 1996). FAEE have been detected in hair,

Page 55: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

37

meconium, blood, adipose tissue and organs affected by alcohol abuse (liver, pancreas, heart,

brain) (Laposata and Lange, 1986; Doyle et al., 1994; Doyle et al., 1996; Klein et al., 1999;

Klein et al., 2002; Pragst et al., 2001; Wurst et al., 2004; Auwarter et al., 2001). FAEE can be

formed spontaneously by the conjugation of ethanol to endogenous free fatty acids, however the

reaction is most often catalysed by enzymes such as FAEE synthase, microsomal acyl-

coA:ethanol O-aceyltransferase (AEAT), carboxylesterase, lipoprotein lipase, cholesterol

esterase, or triglyceride lipase (Figure 1.3) (Laposata, 1998b; Laposata and Lange, 1986; Best

and Laposata, 2003). These enzymes can also facilitate the breakdown of fatty acyl-CoA,

triglycerides, and phospholipids to conjugate liberated fatty acids with ethanol (Best and

Laposata, 2003). Non-oxidative metabolism of ethanol appears to be inversely proportional to

oxidative metabolism. Studies have demonstrated that when oxidative metabolism is down-

regulated experimentally, non-oxidative metabolism increases and consequently results in greater

formation of FAEE (Best et al., 2006; Zakhari, 2006; Werner et al., 2002).

FAEE accumulate preferentially in adipose tissue and hair, over other tissues. FAEE enter into

adipose tissue from the general circulation where they have a prolonged elimination half-life of

16 hours (four-fold greater than that of alcohol), therefore they can be measured for a longer time

following exposure (Laposata et al., 1989). In hair, FAEE are believed to be deposited through

sebum. FAEE are incorporated and accumulate in hair indefinitely with minimal loss (Caprara et

al., 2004). In fact our laboratory was able to detect measurable levels of FAEE still present in the

hair of mummies that were over 750-1000 years old (Caprara et al., 2004). (Effects of

weathering and hair treatment are discussed in the “effect of cosmetic treatment and hair care

section).

Page 56: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

38

1.4.2 Toxicity of FAEE

Early lines of FAEE research, preceding the investigation of FAEE as a biomarker of alcohol

exposure, were involved in the discovery and examination of FAEE as toxic mediators of

ethanol-induced damage. FAEE were first discovered in 1963 in total body lipid extracts

obtained from rats given radioactively-labeled ethanol (Goodman and Deykin, 1963). Since then

several studies reported their discovery in different in vitro and in vivo systems as well

(Newsome and Rattray, 1966; Patton and McCarthy, 1966; Grigor and Bell, Jr., 1973; Johnson et

al., 1976). (See Laposata, 1998a for review.) However, it was not until FAEE were discovered in

rabbit myocardial tissue (Lange et al., 1981) and in organs most commonly damaged by alcohol,

that FAEE were hypothesized to potentially play a role in the toxicity of alcohol-induced organ

damage (Lange, 1982; Laposata and Lange, 1986).

Laposata et al. examined FAEE levels in 175 organs from 20 randomly sampled subjects

(acutely intoxicated individuals at the time of death, chronic alcoholics, and control subjects)

post-mortem. Acutely intoxicated subjects had significantly higher levels of FAEE in organs

most commonly damaged by alcohol abuse (pancreas, liver, heart, and brain) compared to

controls, and little or no FAEE were detected in organs not damaged by alcohol (Laposata and

Lange, 1986). Consequently, FAEE were suspected to play a role in alcohol-induced organ

damage.

Indeed there has been evidence to show FAEE to be toxic in heart, liver, and pancreatic tissue.

FAEE and FAEE synthase have been documented in human myocardium (Bora et al., 1989), and

Page 57: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

39

myocardial cell damage, and mitochondrial cell dysfunction, has been observed in vitro, and in

vivo, in rats injected into the myocardium with ethyl oleate (Bora et al., 1996). FAEE may also

be a causative agent in alcohol-induced liver damage; Szczepiorkowski et al. showed that

incubation of human hepatoblastoma cells with LDL reconstituted with FAEE decreased cell

proliferation and protein synthesis (Szczepiorkowski et al., 1995). Likewise, FAEE may be

responsible for alcohol-induced pancreatic damage; Werner et al. showed that rats injected with

FAEE developed pancreatic edema, trypsinogen activation, and vacuolization of acinar cells

(Werner et al., 1997). In a subsequent study, the group demonstrated that when rats were given

ethanol, pancreatic injury was dose-dependant corresponding with FAEE levels, and as oxidative

metabolism was inhibited (leading to the greater production of FAEE) pancreatic injury

worsened (Werner et al., 2002). Therefore it appears there is evidence to suggest FAEE are toxic

and may be mediators of ethanol-induced organ injury

Laposata et al., also documented non-oxidative alcohol metabolism in the human brain. The

group discovered the presence of FAEE synthase in 10 different locations in the human brain,

which actively produced FAEE when homogenates were incubated with ethanol (Laposata et al.,

1987). FAEE were also found in the brains of individuals who died while intoxicated (n = 5), at

significantly higher levels than in controls (n = 5), who had very low or undetectable levels

(Laposata et al., 1987). Furthermore, Isenberg et al., using cultured human and rodent

neuroblastoma and glioma cell lines, determined that cells with neuronal properties, as opposed

to glioma cell lines, contained the highest FAEE synthase activities (Isenberg et al., 1992; Bora

and Lange, 1993). Therefore, it is possible that FAEE may be toxic mediatators of CNS damage

as well.

Page 58: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

40

Moreover, there has been evidence to suggest that FAEE may play a role in alcohol

teratogenicity (FAS). Bearer et al. reported significant activity of FAEE synthases in human and

mouse placenta, and that mouse heart, liver, placenta, and fetal tissue accumulate significant

amounts of FAEE after maternal ethanol consumption (Bearer et al., 1992). Hungund and

Gokhale, similarly reported significant accumulation of FAEE in fetal and maternal organs of

rats following exposure to ethanol during pregnancy (Hungund and Gokhale, 1994). In the

guinea pig, FAEE levels measured in meconium have been found to inversely correlate with fetal

body and brain weight (Brien et al., 2006). Likewise, several human studies have shown

significant correlations between FAEE levels in meconium and various neonatal outcomes

(Noland et al., 2003; Derauf et al., 2003; Chan et al., 2004b; Jacobson, 2006; Hutson et al.,

2007; Peterson et al., 2008). Specifically, FAEE levels in meconium have been found to be

inversely correlated with birth weight (Noland et al., 2003; Derauf et al., 2003; Chan et al.,

2004b; Hutson et al., 2007), head circumference (Chan et al., 2004b; Noland et al., 2003),

APGAR score (Derauf et al., 2003), executive functioning (Noland et al., 2003), mental and

psychomotor development (Peterson et al., 2008), recognition memory (Jacobson, 2006),

processing speed (Jacobson, 2006), and complexity of symbolic play (Jacobson, 2006). (See

Koren et al., 2008 for review). Elevated levels of ethyl oleate in meconium have also been

measured in children given a diagnosis of FAS or PFAS (Jacobson, 2006).

Although many of the studies mentioned above suggest FAEE are toxic, and may be mediators

of ethanol-induced organ injury, and perhaps teratogenicity, many of the studies are associational

and do not prove causation. The mechanisms by which FAEE may induce cytotoxicity are still

under study. Lange et al. showed that FAEE can disrupt mitochondrial function by uncoupling

oxidative phosphorylation in rabbit myocardium (Lange and Sobel, 1983). Hungund et al. found

Page 59: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

41

that FAEE altered membrane anisotropy in mice brain, therefore FAEE disordered membranes

(Hungund and Gokhale, 1994). Haber et al. reported that FAEE increase the fragility of isolated

pancreatic lysosomes in rat pancreas, perhaps by a similar process (Haber et al., 1993).

Therefore, the mechanisms of FAEE toxicity remain to be elucidated, but so far appear to act by

interfering with mitochondrial metabolism, and altering membrane structure and or function.

1.4.3 Use as a Biomarker

Numerous studies have investigated the use of FAEE as a biomarker for alcohol and alcoholism

in blood, tissue, meconium, and hair (Laposata et al., 1989; Doyle et al., 1996; Bearer et al.,

2005; Bearer et al., 2003; Bearer et al., 2003; Bearer et al., 1999; Chan et al., 2004a; Chan et al.,

2003; Caprara et al., 2005b; Klein et al., 2002; Klein et al., 1999; Pragst et al., 2001; Pragst and

Balikova, 2006). However, FAEE as a biomarker for fetal alcohol exposure will be discussed in

the section entitled “biomarkers for fetal alcohol”.

1.4.3.1 Blood and Tissue

Early studies on FAEE as a biomarker focused on blood and tissue. Following the discovery of

FAEE in human organs most commonly damaged by alcohol (Laposata and Lange, 1986), Doyle

et al. investigated whether or not FAEE would be detectable in serum after ethanol ingestion

(Doyle et al., 1994). FAEE were found to be detectable in blood for 24 hours post ethanol

ingestion, with elimination appearing biphasic. The initial elimination decay curve resembled

that of ethanol, where FAEE had an elimination half-life of 173 minutes, but was followed by a

secondary slower terminal phase with a terminal half-life of 693 minutes (Doyle et al., 1996). It

Page 60: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

42

is possible that this secondary phase was a result of redistribution into and out of adipose tissue.

As mentioned, FAEE accumulate in fat and have served as post-mortem markers of alcohol

intake of chronic alcoholics when blood alcohol was undetectable at the time of autopsy

(Laposata and Lange, 1986). Furthermore, human and animal studies demonstrated that FAEE in

adipose and liver tissue can be measured at least 12 hours after death (Salem et al., 2001; Refaai

et al., 2002). Therefore, FAEE measured in blood and tissue can serve as long-term markers for

alcohol intake relative to the measurement of blood alcohol. However, these tools are still limited

to hours post-ingestion as opposed to weeks or months, and they are invasive.

1.4.3.2 FAEE in Hair

The advent of measuring FAEE in hair has resulted in a revolutionary non-invasive technique

that can uniquely assess chronic alcohol exposure retrospectively days to months post-ingestion.

In 2001, Pragst and colleagues established the FAEE hair test that measures cumulative levels of

ethyl myristate, palmitate, oleate, and stearate (Pragst et al., 2001). The test has been shown to be

a highly sensitive and specific biomarker for chronic excessive alcohol use in adults (Pragst and

Balikova, 2006; Wurst et al., 2004). Since the introduction of the FAEE hair test, it has primarily

been used in the medical context of assessing alcohol abuse, and the medicolegal context of

assessing alcohol use in driving impairment cases (Wurst et al., 2008b).

Low baseline levels of FAEE can exist in non-drinkers, therefore it has been necessary to

establish a cut-off level in order to differentiate heavy drinkers from social and non-drinkers. A

cut-off level of 0.5 ng of cumulative FAEE per mg hair has been found to be 90% sensitive and

specific in the detection of heavy alcohol use (Pragst and Balikova, 2006). Hair FAEE levels

between 0.2-0.5 ng/mg have been found to be indicative of social use, typically excluding strict

Page 61: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

43

abstainers, whereas levels in excess of 1.0 ng/mg are nearly 100% specific to heavy alcohol use,

but offer lower sensitivity (~75%) than the 0.5 ng/mg cut-off level, consequently many cases

may be missed using 1.0 ng/mg (Pragst et al., 2001; Auwarter et al., 2001; Pragst and Balikova,

2006; Pragst and Yegles, 2008). Therefore, 0.5 ng/mg is the level currently used clinically as the

cut-off level for heavy alcohol use in both the Mortherisk laboratory in Toronto, Canada, and the

Pragst laboratory in Berlin, Germany (the only two laboratories currently measuring FAEE in

hair worldwide).

Heavy or excessive alcohol use, as determined by positive FAEE test, has not been explicitly

defined. It is an amount that is consistent with that typically reported by alcoholics. More

specifically, the studies upon which the cut-off level has been established, define heavy drinkers

as alcoholic patients in treatment programs and report consumption between 50-400 g

ethanol/day (Auwarter et al., 2004; Auwarter et al., 2001), and or 960-7600 g ethanol in the last

month, mean 4440 g (representative of the last 6 months) (Wurst et al., 2004). A standard drink

(SD) according to the Canadian low-risk drinking guidelines and the United States’ National

Institute on Alcohol Abuse and Addiction’s (NIAAA) is equal to approximately 14 grams of

alcohol (Bondy et al., 1999; National Institute on Alcohol Abuse and Alcoholism, 2005).

Therefore, if converted into North American standard drinks (SD), heavy drinkers, or excessive

alcohol users, according to the 0.5 ng/mg cut-off, are defined as people who consume between

approximately 4 - 29 drinks a day, or 70 - 558 drinks (mean 326 drinks) a month.

Despite the test’s many other advantages, FAEE in hair are not currently analyzed by segmental

analysis in order to reflect changes in alcohol use patterns retrospectively, as is done with other

drugs of abuse. Since it appears that FAEE are primarily deposited into hair by sebum, they have

Page 62: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

44

been found to accumulate within the proximal 5-10 cm of hair, and then to decrease to a plateau

afterwards, irrespective of dose; therefore segmental analysis may not be possible (Auwarter et

al., 2001); more research is necessary. However, it is possible to confirm a current period of

prolonged abstinence if FAEE levels consistent with heavy alcohol exposure are not found in

newly grown segments since abstinence commenced.

1.4.3.3 Effect of Cosmetic Treatment and Hair Care

FAEE in hair can be affected by cosmetic treatments and hair care but for the most part only to a

minor extent. Research shows that these effects are not likely to be of clinical significance.

Hartwig et al. conducted an extensive study on the effect of hair cosmetics and hair care on

FAEE concentrations (Hartwig et al., 2003). FAEE in hair appear to be resistant to the effect of

shampooing; no correlation was found between FAEE levels in the hair of 75 individuals in an

alcohol treatment program and the frequency of shampooing. Also, no discernable decrease in

FAEE could be found following 20 shampoos during a systematic experiment. Shading,

bleaching, and perming did decrease internal FAEE concentrations in the hair matrix between 8

to 12 %, and dyeing by 64 %. However, no remarkable differences were observed between

alcoholic hair samples that were previously dyed from those not previously dyed, nor was there a

clear decrease in FAEE concentration between distal hair segments that were previously

bleached from proximal segments that were not bleached within the same patients. Therefore,

despite the fact that FAEE may be hydrolyzed by dying, or washed out by bleaching, it appears

that these effects do not appear to be of clinical significance. With continued alcohol

consumption, FAEE are re-deposited by sebum afterwards, and chronic alcohol users will still

likely test positive with high levels of FAEE in their hair.

Page 63: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

45

Forty-nine hair care products were tested for the presence of FAEE and all were found to detect

trace amounts, with the highest concentration amounting to approximately 0.003 % of the total

product ingredients. However, it was shown that when the hair of an alcoholic was incubated

with a hair wax containing 10.4 ng/mg of FAEE (the most highly concentrated product), the

FAEE were not able to penetrate the hair matrix but rather internal FAEE were extracted from

the hair by the wax. Therefore, the use of these products is not likely to generate false positive

results. However, the group did discover that the regular use of hair lotions, deodorants, and

sprays, containing over 62.5 % ethanol were capable of producing false positive FAEE tests of

over 1.0 ng/mg in hair. This also suggests, as the authors point out, that FAEE can be produced

at the level of the sebaceous gland when it is exposed to alcohol. However, the ratio of the four

esters produced from exogenous sources such as deodarents differed than that typically

measured, with an unusually low portion of ethyl oleate and high portion of ethyl stearate,

making false positives more easily distinguishable (Hartwig et al., 2003). Nevertheless, caution

should be applied, and positive results should be interpreted within the context of other clinical

evidence of alcohol use.

In addition, Hartwig et al. also found that storing samples in close proximity to open containers

of ethanol resulted in dramatic increases of FAEE concentration in hair leading to false positive

results. However, good laboratory practices should avoid misidentification of individuals

resulting from incorrect storage practices.

Page 64: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

46

1.5 Ethyl Glucoronide (EtG) and FAEE

EtG has been measured in hair and used as a biomarker for alcohol exposure much like FAEE.

For this reason it is now briefly discussed, followed by a brief discussion of the combined use of

EtG and FAEE in hair.

Less than 0.06 % of alcohol entering the body is glucoronidated with activated glucoronic acid

(UDP-GA) to produce ethyl glucoronide (EtG) (Figure 1.3) (Pragst and Yegles, 2007).

Glucoronidation of alcohol was first described by Neubauer in 1901, and has since been

investigated as both a short and long-term marker of alcohol use (Neubauer, 1901). EtG is a

minor metabolite of alcohol metabolism formed primarily in the endoplasmic reticulum of liver

cells, and to a minor extent in the intestinal mucosa of the lung (Pragst and Yegles, 2007).

In urine, EtG has served as an excellent short-term marker of alcohol exposure. It can be detected

up to 80 hours following heavy alcohol use (Wurst et al., 2000; Wurst et al., 2003). Similarly,

EtG can be measured in serum up to 8 hours following complete elimination of ethanol (Schmitt

et al., 1997). The phamacokinetic profile of EtG in blood has been characterized and its terminal

half-life is between 2 and 3 hours (Droenner et al., 2002; Schmitt et al., 1997). EtG has also been

detected in several tissues and bodily fluids suitable for post-mortem analysis, such as muscle,

fat, liver, bile, bone marrow, and hair, with highest concentrations found in liver and bile

(Schloegl et al., 2006).

Page 65: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

47

Several studies have investigated the measurement of EtG in hair (Skopp et al., 2000; Alt et al.,

2000; Janda et al., 2002; Yegles et al., 2004; Jurado et al., 2004; Klys et al., 2005; Politi et al.,

2006; Morini et al., 2006; Politi et al., 2007; Appenzeller et al., 2007a; Appenzeller et al.,

2007b; Politi et al., 2008; Pragst and Yegles, 2008). Hair analysis of EtG has been shown to be

highly specific (100 %) in the detection of heavy alcohol users. Sensitivity of the assay has been

reported to be between 50 and 100 %, and this variation is likely due to the large range of

analytical limits of detection (LOD) reported between laboratories (Skopp et al., 2000; Pragst

and Yegles, 2007; Janda et al., 2002; Alt et al., 2000; Yegles et al., 2004). (For a review of the

analytical methods used in detecting EtG, see Pragst and Yegles, 2007.)

In general, hair levels of EtG have been undetectable or below the lowest limit of quantification

(LOQ) for teetotallers/children, and similarly most social drinkers remain undetected with

studies reporting measurable EtG in 0 to 57 % of social drinkers (Skopp et al., 2000; Pragst and

Yegles, 2007; Janda et al., 2002; Alt et al., 2000; Yegles et al., 2004). However, with improving

analytical methods and lower LOD and LOQ, EtG might be detected more frequently in the hair

of teetotallers and social drinkers in the near future.

Based on existing data, Yegles and Pragst have proposed the following preliminary cut-off

values using GC-MS in negative chemical ionization mode (NCI): < 8 pg/mg is congruent with

abstinence but does not exclude heavy drinking, > 8 pg/mg and < 25 pg/mg is indicative of social

use but also does not exclude heavy alcohol use, and > 25 pg/mg is 100 % specific to chronic

alcohol abuse (Pragst and Yegles, 2007).

Absence of EtG in hair does not exclude heavy alcohol use. EtG is highly hydrophilic and easily

extracted with water, therefore it is possible that EtG may be washed out with water and frequent

Page 66: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

48

shampooing (Pragst and Yegles, 2007). Also, EtG in hair is more vulnerable to cosmetic

treatments than FAEE. Bleaching has shown to result in decreases of EtG up to 78 % (Yegles et

al., 2004). Consequently, the EtG hair test, although highly specific, can lead to false negatives.

Being a hydrophilic molecule, it is believed that EtG is incorporated into hair primarily through

sweat. Therefore, it is unclear whether or not segmental hair analysis can be used to resolve

drinking patterns in a time-based manner, and studies have shown conflicting results. Yegles et

al. reported no correlation between reported alcohol intake and EtG hair levels in corresponding

hair segments of 10 alcoholics in treatment programs (Yegles et al., 2004). On the other hand,

Appenzeller et al. reported very good agreement between drinking patterns and segmental

analysis in 15 patients in withdrawal (Appenzeller et al., 2007a). Consequently, it appears that

segmental analysis may be possible for EtG in hair, however more research is required to resolve

this question.

Another question that has been raised is whether using the EtG hair test in addition to the FAEE

hair test is of added value. Wurst et al. demonstrated that the combined use of EtG and FAEE

hair analysis was able to identify more heavy drinkers (7%) than just either test (4 and 5 %,

respectively) (Wurst et al., 2008a). Another study by the same group showed that both tests

(each separately) identified all alcoholic patients and fatalities with documented excessive

alcohol exposure, therefore, the tests acted redundantly (Yegles et al., 2004). However, it is

possible that at lower levels of alcohol use, as seen in the former study, each test may detect

different heavy alcohol users because of inter-individual variability in alcohol metabolism,

deposition of EtG and FAEE, and cosmetic/hygienic hair care habits. The latter study also

showed that although both markers identified all heavy alcohol users, neither of the markers

Page 67: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

49

correlated with reported alcohol intake, nor did the biomarkers correlate with each other (Yegles

et al., 2004). Again this is likely due to individual difference in alcohol metabolism, biomarker

deposition, cosmetic/hygienic hair care habits, and the difference in the method of incorporation

(for example, by sweat for EtG, and sebum for FAEE).

1.6 Biomarkers for Fetal Alcohol Exposure

Biomarkers for fetal alcohol exposure have only recently become available and are therefore

limited. The only current method available that has been validated, and which can assess chronic

alcohol exposure during gestation is the measurement of fatty acid ethyl esters (FAEE) in

meconium. Other methods to measure fetal alcohol exposure are currently under study and are

also described below as well.

1.6.1 Meconium

Meconium is the fecal matter that begins to form during the 13th week of gestation and

accumulates until birth when it is discarded during the first 72 hours of life. Therefore,

meconium can act as a repository for various drug exposures to the fetus during pregnancy.

Mac et al, first detected significantly higher levels of fatty acid ethyl esters (FAEE) in the

meconium of fetal alcohol exposed infants relative to non-exposed infants in 1994 (Mac et al.,

1994). Since then several groups have used the measurement of FAEE in meconium as a

biomarker for fetal alcohol exposure (Bearer et al., 2003; Bearer et al., 1999; Chan et al., 2003;

Page 68: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

50

Chan et al., 2004a; Klein et al., 1999; Moore et al., 2003; Moore and Lewis, 2001; Ostrea et al.,

2006). Some groups have applied the measurement of a single FAEE to distinguish exposed

infants from non-exposed, such as that of Bearer et al., whereas others, such as our laboratory

(Chan et al.,) have advocated the use of cumulative FAEE because of increased clinical

sensitivity. Either way a sufficient body of evidence has emerged validating the use of FAEE in

meconium as a biomarker for fetal alcohol exposure. (For a comprehensive review of studies

involving FAEE in meconium please see Chan et al, 2004a, and Littner and Bearer, 2007).

Noteworthy, a method for the measurement of EtG and Ethyl Sulphate (EtS) in meconium, as a

biomarker for fetal alcohol exposure has been developed (Morini et al., 2008). EtS is minor

metabolite of ethanol that is formed when ethanol undergoes sulfate conjugation with 3'-

phosphoadenosine 5'-phosphosulfate through the action of cytosolic sulfotransferase (Helander

and Beck, 2005). Studies are underway and preliminary results show that EtG and EtS are

measurable in the meconium, however more research needs to be conducted before the utility of

these assays can be evaluated (Morini et al., 2008).

Despite the utility of these methods, the disadvantage in using meconium as a biomarker matrix

is that it is only available for the first 72 hours of life, therefore limiting the time available for

detection of exposure.

1.6.2 Neonatal and Maternal Hair

Hair offers an alternative matrix for the measurement of biomarkers to meconium. Neonatal hair

is available for at least the first 3 months after birth, and since it begins to form at the end of the

Page 69: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

51

second trimester/beginning of the third trimester, it is representative of exposure during the last

trimester of pregnancy (A more detailed discussion surrounding the embryology of hair growth

is provided in the “synthesis and growth cycle section”). Maternal hair can also be used if

neonatal hair is not available or in conjunction with neonatal hair, and it is often more readily

available.

Animal studies measuring FAEE in guinea pig hair have shown potential for the use of neonatal

and maternal hair as a biomarker for fetal alcohol exposure (Caprara et al., 2005a; Kulaga et al.,

2006). The latter study is a work of this thesis and will be discussed in the second chapter. The

former is a study involving pregnant guinea pigs that received alcohol throughout gestation

(Caprara et al., 2005a). Following gestation exposed dams and offspring were successfully

distinguished from non-exposed controls by the measurement of FAEE in their hair; exposed

dams and offspring had 10, and 15-fold, significantly higher levels of FAEE relative to non-

alcohol exposed controls, respectively.

Preliminary studies involving humans have also suggested that the FAEE hair test is a sensitive

method in detecting alcohol exposure using maternal and neonatal hair. Our laboratory

conducted a baseline study testing hair from 56 infants of non-alcoholic women that showed that

FAEE were detectable in almost all neonatal hair samples at very low concentrations with a

mean level of 0.32 pmol/mg (Caprara et al., 2005b). This demonstrates that FAEE are

measurable in neonatal hair. Additionally in our laboratory, we also had a case of a mother, an

admitted gestational drinker, and her infant, with measurable levels of FAEE of 2.6 and 0.4

pmol/mg, respectively, demonstating that FAEE are detectable in the hair of an exposed mother

and child (Klein et al., 2002).

Page 70: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

52

In addition, a recent pilot study investigated the use of maternal hair, in addition to a battery of

other biomarker tests, to investigate their performance in assessing alcohol use in the general

pregnant population (n = 103) (Wurst et al., 2008a). The study was able to identify 7 women

using heavy amounts of alcohol by hair analysis (EtG and FAEE), 3 of which were identified by

FAEE hair analysis alone, and which were not detected by self-report questionnaire nor any

other measure (Wurst et al., 2008a). Therefore, there is evidence that the measurement of FAEE

in hair may be useful for assessing fetal alcohol exposure, and its use in this context is the topic

of this thesis.

1.7 Hair Structure, Growth, and Drug Incorporation

1.7.1 Structure and Chemical Properties of Hair

There are generally two types of hair, vellus and terminal hairs. Vellus hairs are shorter, lighter,

and grow all over the body; whereas terminal hairs are stronger, grow longer, are pigmented, and

grow on scalp, axilla, eyebrow, beard, and pubic area. The remainder of the section will focus on

terminal hairs as vellus hairs are not used for hair testing at present.

Hair is comprised of 65-95 % proteins, 1-9 % lipids, 0.1-5 % melanin (Harkey, 1993). Its

structure contains four units (Figure 1.5). The outer cuticle consisting of scale-like cells

surrounding the cortex. The cortex, which is made up of spindle-shaped cells, contains the

fibrous proteins of the hair, keratin. The medulla, a loosely packed porous region that is usually

Page 71: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

53

present only in thicker hair, is often absent from finer hair, particularly that of animals (Robbins,

2002). The final unit is called the cell membrane complex, and it is the substance that binds all

the other cells together and forms the major pathway for diffusion within the hair matrix.

Figure 1.5 Cross section of hair

Hair has an isoionic point of pH near 6.0 (5.2-6.2) and an isoelectric point of pH approximately

3.7 (Robbins, 2002). Robbins defines the isoionic point as “the point at which a protein or

particle has an equivalent number of total positive and negative charges as determined by proton

exchange; it is a whole fiber property of hair and is reflected in the equilibrium acid-base

Cortex

Medula

Cuticle

Page 72: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

54

properties of the total fiber”. Robbins defines the isoelectric point as “the pH at which a protein

or a particle does not migrate in an electric field, and is related to acid-base properties of the

fiber surface”. Therefore, because the pH of hair is so low it is predisposed to interact with basic

or cationic compounds at physiological pH, a topic that will be discussed in the section entitled

“Melanin and Bias in Hair Testing”.

1.7.2 Sebum

Sebum is produced by sebaceous glands located across most of the body, wherever hair grows.

Its production is regulated by androgens, and consequently is lower in females than in males

(Imperato-McGinley et al., 1993). Sebum production and composition is related to age, sex, and

hormonal status, (Strauss and Pochi, 1963), and can vary seasonally, and even daily (Kligman

and Shelley, 1958; Gloor, 1978). Output increases during puberty and in the early twenties, and

begins to decline by the fourth decade of life, particularly in females after menopause (Strauss

and Pochi, 1963). More than half of human sebum is composed of triglycerides and free fatty

acids, with saturated and unsaturated fatty acids that have been found to range from 5 to 22

carbon atoms in length; other main components include: free cholesterol, cholesterol and wax

esters, paraffins, and squalene (Robbins, 2002; Nikkari, 1974; Gloor, 1978). Also, the amount of

paraffinic hydrocarbons is higher, and the concentrations of squalene and cholesterol lower, in

children’s hair compared to that of adults (Robbins, 2002). (For a detailed review of sebum

composition please see Robbins, 2002, and Nikkari, 1974.). Therefore, the constitution of sebum

and its production can vary greatly between individuals, and even within individuals across time.

Page 73: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

55

1.7.3 Synthesis and Growth Cycle

Hair synthesis begins at the base of the bulb of the hair follicle. The hair follicle is comprised of

the papilla, located at the base of the bulb, and which is instrumental in controlling the growth

cycle, an external root sheath (Henle’s layer), a middle layer (Huxly’s layer), and an internal root

sheath that is continuous with the growing hair fiber located in the middle. Associated with hair

follicles are also arrector pili muscles, sebaceous glands, and apocrine sweat glands (Figure 1.6)

(Paus and Cotsarelis, 1999).

There are three main zones of growth in hair formation (Robbins, 2002). They are the zone of

differentiation and biological synthesis, the keratinization zone, and the region of permanent

hair. Cells are formed at the base of the bulb and then migrate upwards where they differentiate

and elongate to form permanent hair cells, and part of the inner root sheath. In the zone of

keratinization, disulfide bonds are formed through a mild oxidative process to create permanent

hair that is stronger and more resistant to degradation and breakage. Melanocytes are located at

the apex of the bulb and are responsible for producing and transferring hair pigment, melanin, to

the hair cells. This process is described in more detail under the section entitled “melanin”.

There are three growth phases, anagen, catagen, and telogen (Paus and Cotsarelis, 1999; Tobin,

2005). Anagen is the phase of active growth, and in adults generally lasts between 2-6 years

(Robbins, 2002). Catagen is the transition stage where metabolic activity slows down and

generally last several weeks. Telogen is the resting stage when growth has stopped and the hair

bulb has atrophied. A new hair begins to form underneath and eventually pushes the telogen hair

out, and the process starts again. In humans each hair follicle cycles independently through the

three growth phases irrespective of what the neighboring follicle is doing, which is referred to as

Page 74: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

56

a mosaic pattern of growth. This mosaic pattern of growth also occurs uniquely in the guinea pig,

unlike the pattern seen in many other small mammals, such as the rat, is not mosaic but rather a

wave pattern where regions of hair enter the same growth phase simultaneously.

In humans, hair growth begins at the end of the third gestational month (Tobin, 2005). Referred

to as prenatal hair, neonatal hair, or lanugo, it originates from the malpighian layer or the stratum

germinativum of the epidermis (Robbins, 2002). Neonatal hair typically grows to a maximum of

15 cm when it is generally shed within the first 3 months of life and replaced by children’s hair.

Children’s hair, sometimes called prepubertal or primary terminal hair, is longer and coarser and

can grow to a maximum of 60 cm. Adult hair begins to form during adolescence and typically

grows to a maximum of 100 cm, however, there have been many documented cases of hair

exceeding 150 cm in length.

Scalp hair grows at a rate of approximately 0.35 mm per day, but can vary greatly between 0.07-

0.78 mm/day, with 80 % of the population having a rate between 0.32-0.46 mm/day (Kronstrand

and Scott, 2007). Hair grows fastest on the vertex of the scalp region, followed by the temporal

regions, and then slowest on other parts of the body (Robbins, 2002).

1.7.4 Routes of Drug Incorporation

Drugs can be incorporated into hair by three routes, blood, sweat, and sebum (Figure 1.6). The

route of incorporation is primarily dependant on the molecular and chemical properties of the

substance, which will determine whether or not it is present in blood, sweat, and or sebum.

Page 75: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

57

Figure 1.6 Routes of drug incorporation into growing hair follicle

Drugs that are present in blood can migrate from nourishing blood vessels located near the base

of hair follicles and be incorporated into the hair at the root as it is formed. Therefore, drugs that

are incorporated from blood are incorporated as the hair grows, and consequently leave a

chronological record of exposure. Basic drugs that are cationic at physiological pH are favoured

for incorporation by this method because the acidic properties of hair attract them. Similarly,

Page 76: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

58

studies have shown that melanin, the pigment of hair, prefers to bind to such drugs because of

melanin’s acidic properties, however these studies are discussed in the “melanin and bias in hair

testing” section.

Hydrophillic substances, such as EtG for example, may be preferentially incorporated through

sweat at the surface of the scalp. As discussed in the “ethyl glucoronide” section, it is still not yet

known if incorporation by this method leaves a chronological record of drug exposure, as drugs

that are primarily incorporated from blood. Furthermore, it is difficult to determine the relative

contribution of incorporation of drugs from sweat or blood.

Lipophillic drugs can be incorporated through sebum, and in fact it is believed that this is the

primary route of incorporation for FAEE. In a study investigating segmental analysis of FAEE,

no relationship could be shown between hair segments and reported alcohol intake for the

corresponding time frame (Auwarter et al., 2001). Auwarter and colleagues reported that the

pattern of FAEE accumulation was similar regardless of reported ethanol intake, with

concentrations steadily increasing within the proximal 5-10 cm from the scalp and then slightly

decreasing to plateau thereafter (Auwarter et al., 2001; Yegles et al., 2004). The most likely

explanation for this is that FAEE are distributed along the hair shaft by sebum, after which they

diffuse into the matrix and become incorporated. Some are likely lost or degraded through

weathering in distal parts of the hair, however a significant amount becomes irreversibly

incorporated and remains stable within the hair matrix. Therefore, segmental analysis of

xenobiotics incorporated through sebum may be difficult to interpret.

Page 77: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

59

1.8 Melanin and Bias in Hair Testing

Several studies have investigated the issue of bias in hair testing because of differences among

hair types, and because of the serious legal and social consequences that may result from testing

positive for drugs of abuse. The majority of studies have focused on hair colour as a source of

bias; however, there are many factors that can influence bias in hair testing.

This issue of bias in hair testing received great attention when Kidwell and Smith illustrated

what they called “cultural bias” in hair testing, by showing a 31-fold difference in the amount of

cocaine absorbed between the Asian-Caucasian male population and the African American

female population (Kidwell and Smith, 2007). Originally, misperceived as the result of hair

colour differences, the authors explained how hair characteristics can combine along with the

clinical management of data, and population characteristics, to affect hair-testing bias. These

important points are summarized below in brief; a detailed presentation is outside the scope of

this thesis.

Kidwell and Smith review the main components associated with drug uptake and retention in

hair, and how they relate to bias (Kidwell et al., 2000; Kidwell and Smith, 2007). The

permeability of hair and its ability to bind substances can be influenced by genetic and cultural

differences. For example, morphological differences that vary between different ethnic groups

can affect permeability to drugs in hair, and put populations with certain hair types at greater

likelihood of testing positive. FAEE are incorporated primarily through sebum, therefore strand

permeability may affect FAEE incorporation, however this has never been investigated and is

Page 78: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

60

beyond the scope of the current thesis. Alternatively, drugs that bind heavily to melanin may

accumulate in darker hair to a greater extent than lighter hair, therefore people of ethnic

backgrounds with darker colour hair may be disfavoured. (The present thesis investigates the

possible influence of hair colour on FAEE incorporation, and hence the effect of melanin on drug

incorporation will be discussed in greater detail in the following section.) The use of cosmetic

treatments and hair habits, which may or may not be culturally associated, can likewise influence

drug incorporation. For example, grooming that increases strand breakage can result in higher

drug incorporation rates. Kidwell and Smith describe how many of these factors combine to put

African Americans at a disadvantage because of an increased likelihood of testing postive based

on hair colour, morphological characteristics, and grooming habits. Hygiene, and routes of drug

administration, including passive exposure, are also important aspects to consider in the uptake

and retention of drugs.

Kidwell and Smith also review how bias can be produced or removed by the selection of

different laboratory cut-off levels for what constitutes a positive test. Cut-off levels are often

selected in order to differentiate between passive exposure and active drug use. The authors

explain how the amount of drug use in a given population, and the shape of the distribution curve

of drug hair concentration in populations with different hair types, can have a significant impact

on hair testing bias. The issues are too complex to discuss in detail here, however, the authors do

explain how a sufficiently low cut-off level will likely avoid bias by having all drug users test

positive even if certain populations are incorporating drugs to a greater extent than others.

However, if passive exposure is an issue this may create the problem of mislabeling passive

users as active users. Consequently, the selection of cut-off levels needs to be considered as a

potential source of bias.

Page 79: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

61

Unlike with many other drugs of abuse, passive exposure of alcohol is not a significant issue, as

the route of administration is oral. However, false positives generated from exogenous sources

such as hair sprays or improper storage, although unlikely, are possible, and have been discussed

in detail in the “FAEE in hair” section.

1.8.1 Melanin

Melanin is a pigment found in hair and skin. Different types of melanins exist and in

combination they form different colours and shades in hair. The primary forms of melanin are

eumelanins, responsible for dark brown or black pigments, formed from 5,6-dihydroxyindole

(DHI) and 5,6-dihydroxy-2-carboxylic acid (DHICA), and pheomelanins, responsible for

fiery/carrot red colour pigments, composed of benzothiazine, benzothaizole, and isoquinoline

units (Castanet and Ortonne, 1996). More recently it has been discovered that oxidative products

of the pigment monomers exist called oxyeumelanin, responsible for brown/chestnut colours,

and oxypheomelanin, responsible for other red hues (Prota, 2000).

Melanins are formed by melanocytes located at the apex of the papilla in the hair bulb (Figure

1.6). Melanogenesis takes place in cytoplasmic organelles called melanosomes, located within

the melanocytes (Kronstrand and Scott, 2007). From tyrosine, dopaquinone, the precusor for

melanins is formed under the action of tyrosinase (Ozeki et al., 1996). Dopaquinone is then

reduced to form eumelanins, or in the presence of cysteine leads to the formation of

benzothiazine derivatives and ultimately pheomelanins (Ozeki et al., 1996; Kronstrand and Scott,

2007) (Figure 1.7). As melanins are formed, the melanosome transforms into a uniformly dense

Page 80: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

62

melanin particle that is transferred by a phagocytotic mechanism to cortical and medullary

keratinocytes (Robbins, 2002). They are then part of the growing hair fiber.

Figure 1.7 Simplified schema of melanin synthesis from tyrosine precursor

Page 81: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

63

Importantly, melanins have acidic properties. Melanin polymers contain many carboxylic acid

residues, which provide ionic binding sites for substances such as drugs (Potsch et al., 1997b).

For this reason, as will be discussed in the next section, melanins in hair typically interact with

basic drugs, as oppose to non-basic drugs, through their cation exchange properties (Borges et

al., 2001b; Borges et al., 2003; Borges et al., 2002; Nakahara et al., 1998; DeLauder and

Kidwell, 2000; Nakahara and Kikura, 1996; Nakahara et al., 1995; Gygi et al., 1997).

1.8.2 Studies on Melanin in Hair and Drug Incorporation

Numerous animal studies have shown that certain drugs preferentially accumulate into

pigmented hair over non-pigmented hair (Hubbard et al., 2000; Slawson et al., 1998; Slawson et

al., 1996; Borges et al., 2001b; Wilkins et al., 1998; Potsch et al., 1997a; Gygi et al., 1997;

Slawson et al., 1996; Gygi et al., 1996; Green and Wilson, 1996; Boyd et al., 1991; Uematsu et

al., 1992; Nakahara et al., 1998). The majority of these studies have been controlled-dose

experiments typically involving multi-coloured rat stains such as the Long Evans rat, and or

several stains of rat with different hair colours. In all cases where differences in drug

accumulation between pigmented and non-pigmented hair have been observed, drugs have

always been found to accumulate preferentially into pigmented hair.

Acid/base properties, lipophilicity, pka, and molecular size and shape of a drug all play a role in

drug-binding into hair, and not all drugs accumulate to a measurable extent in hair (Kikura and

Nakahara, 1998; Potsch, 1996; Nakahara and Kikura, 1996). As mentioned, drug incorporation is

also directly proportional to the drug’s basicity, therefore studies have shown that basic drugs

Page 82: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

64

accumulate more into hair than non-basic drugs (Borges et al., 2001b; Borges et al., 2003;

Borges et al., 2002; Nakahara et al., 1998; DeLauder and Kidwell, 2000; Nakahara and Kikura,

1996; Nakahara et al., 1995; Gygi et al., 1997). For example, basic drugs such as cocaine,

amphetamine, phencyclidine, and codeine have been found to accumulate substantially into

pigmented hair (Potsch et al., 1997a; Gygi et al., 1997; Slawson et al., 1996; Borges et al.,

2001b; Hubbard et al., 2000; Slawson et al., 1998), whereas neutral or weakly acidic drugs, such

as the non-basic analogue, N-acetylamphetamine, or pheonobarbital, incorporate to a much lesser

extent into hair. Also, concentrations of these latter non-basic drugs, although measurable in hair,

have not been found to differ between pigmented and non-pigmented hair (Gygi et al., 1997;

Borges et al., 2001b).

In-vitro studies have also confirmed the strong ability of melanins to bind basic drugs (Gautam et

al., 2005; Borges et al., 2003; Borges et al., 2002; Potsch et al., 2002b; Potsch et al., 2002a;

Testorf et al., 2001; Joseph, Jr. et al., 1997). However, Potsch et al. caution that in-vitro studies

in drug-melanin binding provide limited information as these interactions are representative of

only those that occur at the surface of melanin granules, which seem to be of minor importance;

the authors suggest that drug-melanoprotein loading during melanogenesis is of primary

importance in determining the influence of hair pigment on drug accumulation in hair fibers

(Potsch et al., 1997b)

Controlled animal studies, in-vitro studies, and human studies, have also shown that the

pigments, eumelanin and pheomelanin, have different binding capacities. Eumelanins appear to

bind drugs more strongly than pheomelanins, accumulating more drug in darkly pigmented hair

(Borges et al., 2003; Slawson et al., 1998; Potsch et al., 1997a; Gygi et al., 1996; Joseph, Jr. et

Page 83: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

65

al., 1996; Rollins et al., 2003). Different colours of human hair contain different proportions of

these pigments. Black hair contains approximately 99 % eumelanin and 1 % pheomelanin, brown

and blond hair contain approximately 95 % eumelanin and 5 % pheomelanin, whereas red hair

contains approximately 67 % eumelanin and 33 % pheomelanin (Borges et al., 2001a). However,

as mentioned earlier, numerous factors besides hair pigment can affect incorporation and

accumulation into hair.

Controlled dose studies in humans involving cocaine and codeine administration, have shown

increased levels of drug in darkly pigmented hair, and a positive linear relationship between

melanin content and hair drug concentration (Scheidweiler et al., 2005; Rollins et al., 2003;

Kronstrand et al., 1999; Henderson et al., 1998). Similarly, studies investigating differences in

drug concentration between pigmented and non-pigmented hairs in gray-haired individuals have

found a preference for drugs to accumulate in pigmented hairs (Kronstrand et al., 2003; Sato et

al., 1993; Reid et al., 1996).

Although a multitude of evidence suggests hair colour can influence the incorporation of certain

drugs, there have also been mixed reports, or negative results, regarding associations between

hair colour and drug accumulation (Mieczkowski and Kruger, 2007; Mieczkowski, 2003;

Mieczkowski, 2000; Kelly et al., 2000; Mieczkowski and Newel, 1993; Mieczkowski and

Newel, 2000). However, as Kidwell and Smith commented, many of these studies had study

design limitations, mostly because many were secondary analyses, and therefore the data could

not be appropriately assessed in the manner required by the studies; secondly, the studies focused

either only on positive results or highly positive users, which as explained earlier can lead to the

failure to find a bias even if one exists (Kidwell and Smith, 2007).

Page 84: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

66

Consequently, it appears that there is sufficient evidence to state that hair pigment, melanin, can

influence drug incorporation and accumulation for certain drugs. The clinical significance of this

effect remains to be determined, nevertheless, drugs that are to be assessed by hair analysis need

to be examined for their potential to be influenced by hair colour, and this is a key topic of the

current thesis (chapter 3).

1.9 Animal Models for Alcohol Exposure

Ethical issues concerning research in pregnant women are highly complex, as there are two

participants, mother and baby, one of which whom does not have the ability to consent.

Exposures that may be harmless to adults may be toxic to the fetus, as is the case with alcohol.

Therefore, research involving toxic/teratogenic substances is difficult to conduct in humans.

Furthermore, accurate reporting of alcohol use during pregnancy is notoriously hard to obtain.

Consequently, the use of animal models for controlled dose-response studies is an invaluable

tool.

Below I have briefly outlined relevant points regarding hair growth and alcohol metabolism in

the guinea pig and rat, as these are the models that I have applied in my thesis, and which are

discussed in chapters 2 and 3. When available, information specific to Dunkin-Hartley, “albino”,

guinea pig, and or the pregnant guinea pig, as well as the Long Evans rat, has been used, as these

Page 85: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

67

are the models of relevance. Likewise, discussion of ethanol elimination in the rat has been

limited to that administered by intraperitoneal injection for the same reason.

1.9.1 The Guinea Pig

There are at least five different types of hair in the guinea pig ranging from 3 to 25 mm in length

(Dawson, 1930). The longest are thick, broad, slightly flattened hairs ending in a sharp point.

The next longest hairs are finer, with a very fine tip, followed by two types of thin hair, and the

last type, a very short, thick-based hair. Hair growth in the guinea pig mimics that in the human

in that it occurs in a mosaic pattern. Each follicle enters the relative phases of growth (anagen,

catagen, and telogen) independently of one another. Hair growth rate is directly related to hair

length and rest period, in which there is no growth. The average growth period is 4 weeks long

(ranging 2-7 weeks), whereas the resting period can vary 2 to 22 weeks in males, 12 to 22 weeks

in females, and 3 to 5 weeks in pregnant females (Dawson, 1930).

The hair coat of guinea pigs comes in two principal patterns, a solid uniform colour, or spotted.

The Dunkin-Hartley strain is an “albino” guinea pig with a solid white coat. It is an outbread

variety of the English stock, whose coat is relatively smooth and short. Importantly, guinea pigs

are one of the only small mammals to be born with a full coat of hair. At birth their hair averages

a length of 18 mm long, growing rapidly to 25 mm in the first week, then slowing down to reach

a final average length of 33 to 35 mm (Cooper and Schiller, 1975).

Like in the human, alcohol elimination in the guinea pig follows Michaelis-Menten kinetics, and

it is primarily metabolized by ADH in the liver. The Km for ADH in the adult guinea pig (0.42

Page 86: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

68

mM) has been reported to be in the same range as that for humans (0.049 - 4.2 mM) (Riveros-

Rosas et al., 1997; Zahlten et al., 1981). The average ethanol elimination rate in our guinea pig

model is higher than the average rate reported for humans in general, but is comparable to that

reported for alcoholics. The pregnant guinea pig eliminates alcohol at approximately 26 mg/dl/h

(Litvin and Switzer, 1988), whereas humans eliminate on average between 15 – 18 mg/dl/h, but

can vary as widely as 10-30 mg/dL/h, with faster rates observed among alcoholics (Dettling et

al., 2007; Winek and Murphy, 1984).

1.9.2 The Rat

Rats have several types of hair: guard hairs that include bristle and awn hairs; and, underhairs.

Most rat hairs (excluding tactile or sinus hair located around the lips and nose) are between 0.5

and 2.5 cm in length, with underhairs being about 1/3 of the length of bristle hairs, and awn hairs

being about 1/2 to 3/4 (Hebel and Stromberg, 1976).

Unlike the human or guinea pig, only around 10 % of rat hair follicles are growing at any given

time, while the rest remain in the telogen state. The pattern of hair growth in the rat is like most

rodents, except the guinea pig, and occurs in a wave pattern where growth is synchronized, and

the growth of each follicle affects that of neighbouring follicle’s. (Human and guinea pig hair

grows in a mosaic pattern). New cycles of growth begin ventrally and spread dorsally, and also

follow a rostral to caudal direction (Durward and Rudall, 1949). The cycle typically repeats

every 35 days, with resting and growing periods each lasting approximately 17 days, and with

the venter growing approximately 4-5 days in advance of the dorsum (Greene, 1968). Also, as rat

Page 87: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

69

hair grows, they do not necessarily push out old hairs, as in human follicles, therefore, compound

follicles form that contain several hairs, and comprise 20 % of the follicles located on the back,

and 40 % of those on the abdomen (Hebel and Stromberg, 1976).

Rats come in various colours and colour patterns. The Long Evans rat is coloured black and

white. Black hair is found primarily on the head and top of the back (also called a hooded

pattern). White hair can be found on the sides, arms, and abdomen.

Alcohol metabolism in the rat, like the human and the guinea pig, also follows Michaelis-Menten

kinetics and is primarily metabolized in the liver by ADH. Elimination rates for ethanol

administered by intraperitoneal (i.p.) injection have been reported in the Wistar (~25 – 40

mg/dl/h) (Zidi et al., 2003; Traves and Lopez-Tejero, 1994) and Sprague-Dawley rats (~22

mg/dl/h) (Livy et al., 2003). It has also been demonstrated that the rate of elimination is higher in

animals administered ethanol by the i.p. route as compared to intragastric lavage (Livy et al.,

2003). Also important, higher elimination rates have been observed in rats chronically treated

with ethanol, as opposed to those who have received acute administration (Traves and Lopez-

Tejero, 1994). Therefore,it appears that alcohol elimination in the rat is in the order of that of

alcoholics and higher, particularly in rats who have been chronically exposed to alcohol.

Page 88: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

70

1.10 Alcohol and Other Drug Use in Families Involved with Child Protection Services

Alcohol and other drug use are common issues in parents investigated by child protection

services (CPS) (also commonly referred to as children’s aid organizations, CAS). In a large-scale

survey conducted in the US by the Child Welfare League of America, 234 member agencies

across 10 US states reported that 37 % of the children they served (n = 305,716) were affected by

problems associated with alcohol and other drugs (Curtis and McCullough, 1993). Similarly, a

large US epidemiological study that interviewed adults over the age of 18 in their homes (n =

42,862) reported that 1 in 4 children in America is exposed to alcohol abuse or alcohol

dependence5 in the family (Grant, 2000).

5 Alcohol abuse or alcohol dependence was ascertained using diagnoses of alcohol use disorders according to DSM-

IV guidelines, derived from the Alcohol Use Disorders and Associated Disabilities Interview Schedule (Grant,

2000).

Page 89: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

71

Freisthler et al., also found that the number of alcohol outlets (i.e. bars, liquor stores) and arrests

for drug use and sales in a given area, was associated with increased referrals to CPS (Freisthler

and Weiss, 2008; Freisthler et al., 2007). Specifically, an average decrease of one off-premise

alcohol outlet per year across 579 zip code units across the state of California (total child

population 4,890,813) was found would reduce referrals to CPS by 1040 cases, substantiated

allegations by 180 cases, and foster care entries by 93 cases, and an average reduction of one bar

across the units would decrease foster care entries by 153 cases (Freisthler et al., 2007).

Furthermore, the Quebec Incidence Study of Reported Child Abuse, Neglect, Abandonment, and

Serious Behavioural Problems of 1998, reported that alcohol and drug use was the second most

important factor in differentiating neglected children from other children reported to child

welfare authorities (Mayer et al., 2004). Therefore, there is sufficient evidence to suggest that

substance abuse, inclucing polydrug use, seems to be a major issue in families involved with

CAS/CPS.

Without question, mothers abusing alcohol can result in inadvertent fetal exposures to alcohol.

Therefore, the prevalence of FASD is expected to be higher in families involved with CPS

because the prevalence of alcohol use is higher. In fact, a recent study that 34 % of children with

disabilities in the care of child welfare services in Manitoba were diagnosed with FASD,

representing 11 % of all children in care (Gough and Fuchs, 2006). This figure is staggeringly

high; general population estimates of FASD have been conservatively estimated to be around 1

% (Sampson et al., 1997; Williams et al., 1999; Abel, 1995a). Therefore, it appears the

prevelance of FASD is over 10-fold higher in families involved with CPS.

Page 90: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

72

Polydrug exposure during pregnancy can compound risks to the fetus, and exacerbate FASD, as

well as complicate issues surrounding treatment and intervention. With the risk of FASD and

polydrug use being so high in families involved with CPS, the question arises, to what extent do

parents who abuse alcohol also abuse other drugs? This question is in fact addressed in the

current thesis in chapter six.

Biomarker studies have been performed to examine fetal exposures to alcohol and drugs of

neonates investigated by CAS. Two studies, conducted in our laboratory, investigated the

prevalence of fetal exposure to excessive alcohol and illicit drugs by meconium analysis (total n

= 878) (Chan et al., 2004b; unpublished results). The studies report approximately 16 % of

babies were positive for excessive alcohol exposure, 39 % for cannabis, 36 % for cocaine, 6 %

for amphetamine, and 5 % for opiates. Alcohol use was significantly associated with drug use (n

= 736); specifically, neonates exposed to alcohol were three times more likely to be exposed to

amphetamines, and twice as likely to opiates, as compared to those who were not exposed to

alcohol (unpublished results). Similar associations should be observed in parents, however until

the present (discussed in chapter six) this has never been investigated.

Page 91: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

73

1.11 Thesis Rationale

FASD is a devastating disorder that has reached epidemic proportions. It is a silent epidemic

because the majority of cases remain unidentified and undiagnosed. Confirmation of maternal

alcohol use during pregnancy is a diagnostic criterion for FASD, however it remains difficult to

obtain. Often mothers are reluctant to acknowledge their drinking habits due to fears of

stigmatization or losing custody of the child. Furthermore, mothers are not always available as

many babies are in the care of child protective services, and or family members, or friends.

The FAEE hair test is a powerful biomarker for heavy alcohol use that could be used in the

context of FASD diagnosis and research. However, a major gap exists between previous FAEE

research, and research applying the FAEE hair test in the context of FASD. Translational

research, bridging laboratory findings with clinical use is needed, and the current thesis strives to

address this issue.

Page 92: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

74

1.12 Study Question, Objectives, Hypothesis

The present work encompasses five scientific studies based on the main study question,

objective, and hypothesis of this thesis. Each study targets specific questions and has

corresponding specific objectives and hypotheses that are outlined below.

1.12.1 Main Study Question:

Does the FAEE hair test hold potential for use in the context of Fetal Alcohol Spectrum Disorder

(FASD) diagnosis and research?

1.12.2 Specific Study Questions:

Does the ethanol dose-FAEE concentration relationship and rate of FAEE incorporation in our

most relevant animal model for researching hair FAEE in the context of FASD, parallel that of

humans?

Is there a significant possibility that the FAEE hair test is susceptible to hair colour bias?

What is the prevalence of testing positive for heavy alcohol use, as measured by FAEE hair

analysis, in families at high risk of having children with FASD?

Page 93: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

75

Does the FAEE hair test agree with social worker reports?

To what extent are parents who use alcohol excessively, and who are therefore at risk of having

children with FASD, at risk for using other recreational drugs, as measured by objective FAEE

and drug hair analysis?

1.12.3 Main Objective and Hypothesis

Objective: To investigate the use of FAEE in hair as a biomarker of chronic heavy alcohol

exposure in the context of Fetal Alcohol Spectrum Disorder (FASD) diagnosis and research.

Hypothesis: The FAEE hair test holds significant potential for use in the context of FASD

diagnosis and research.

1.12.4 Specific Study Objectives and Hypotheses

1) Knowledge Gap: The guinea pig is an excellent model for fetal alcohol research involving

hair FAEE. It is the only small mammal born with neonatal hair, and the timing of its brain

growth spurt during fetal development most closely resembles that of the human compared to

any other rodent. A previous study involving the guinea pig, demonstrated that guinea pigs

exposed to alcohol throughout gestation can be distinguished from controls by FAEE hair

analysis. However, to date no one has examined the dose-concentration relationship between

Page 94: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

76

systemic exposure to alcohol and hair FAEE in both the human and guinea pig, and evaluated the

relative rates of FAEE incorporation between the two species.

Specific Objective (1): To assess the relationship between systemic ethanol exposure and FAEE

concentrations in the hair of humans and guinea pigs, and to compare the relative rates of FAEE

incorporation.

Hypothesis (1): A positive dose-concentration relationship between exposure to ethanol and

FAEE in hair is expected in both species, and the relative rate of FAEE incorporation into hair

between species is likely to differ, however the magnitude or direction of that difference is not

yet known.

2) Knowledge Gap: Studies have shown that hair pigment has the potential to affect drug

incorporation into hair, however the effect of hair pigment on the incorporation of FAEE has

never been studied.

Specific Objective (2): To determine whether FAEE incorporation is affected by hair

pigmentation.

Hypothesis (2): FAEE incorporation will not be influenced by hair pigment.

3) Knowledge Gap: Alcohol has long been documented to be a major issue in families involved

with child protection services, putting these families at higher risk of having children with

FASD; however never before has there been an objective biomarker available to assess chronic

alcohol consumption in these families.

Page 95: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

77

Specific Objective (3): To document the use of the FAEE hair test, as a biomarker of excessive

alcohol use by parents at-risk for having children with FASD, and quantify the prevalence of

testing positive for excessive alcohol use in this cohort.

Hypothesis (3): The prevalence of excessive alcohol use in this cohort is expected to be higher

than that of the general population.

4) Knowledge Gap: Every year child welfare organizations across Canada investigate thousands

of parents for alcohol abuse. Starting in October 2005, the Motherisk Program established a

diagnostic program using FAEE hair analysis to detect excessive parental drinking in clients

involved with children’s aid. In the previous study it was discovered that over a third of parents

tested positive for excessive drinking. However, not all parents were tested based on suspicions

of alcohol use but rather some were tested for other reasons, for example to confirm abstinence.

Therefore, whether or not social worker reports are in agreement with FAEE test results is

unknown.

Specific Objective (4): To examine the relationship between social worker reports and the novel

FAEE biological marker.

Hypothesis (4): The FAEE hair test will agree with social worker reports.

5) Knowledge Gap: An association between alcohol and other drug use has long been known,

and concern has been expressed about concomitant exposure during pregnancy. Illicit drug

exposures in addition to alcohol can potentially exacerbate manifestations of FASD, and

certainly compromise rearing environment. Several studies have reported that alcohol and other

Page 96: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

78

drug use problems occur frequently among parents involved with child protection services. The

extent of co-use of illicit recreational drugs and alcohol by parents has never been studied using

an objective measure that can assess chronic use such as hair analysis.

Specific Objective (5): To determine the risk of other drug use among parents testing positive for

excessive alcohol exposure, by hair analysis.

Hypothesis (5): Parents who use alcohol heavily will be at greater risk for using other

recreational drugs than those who do not.

Page 97: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

79

2 Fatty Acid Ethyl Esters (FAEE); Comparative Accumulation in Human and Guinea Pig Hair as a Biomarker for Prenatal Alcohol Exposure (Kulaga et al., 2006)

2.1 Abstract

Aims: To compare the incorporation rate (ICR) of FAEE in hair between guinea pigs and

humans, and to assess the relationship between ethanol exposure and FAEE concentrations in

hair. Methods: Published data from pregnant guinea pigs, including maximum blood ethanol

concentration, dosage regimen, and total hair FAEE concentration, were compared to published

data from alcoholic patients, where dose of ethanol consumed, and total hair FAEE concentration

were reported. Mean values of ethanol Vmax for pregnant guinea pigs and humans were

obtained from published data (26.2 mg/dl/h, and 24 mg/dl/h, respectively). Results: Total and

individual FAEE ICRs, defined as the ratio of hair FAEE to the area under the blood ethanol

concentration-time curve (total systemic ethanol exposure), were found to be on average an order

of magnitude lower in the guinea pig than in the human. The profiles of ester incorporation also

differed slightly between species, with ethyl stearate being highly incorporated in guinea pig

hair, and less so in human hair. The results may reflect in the human, greater FAEE production,

greater FAEE deposition in hair, slower FAEE catabolism, differential sebum production and

composition, or a combination thereof. Also, ethyl oleate was found to correlate with total

systemic ethanol exposure for both guinea pigs and humans, correlation coefficients equaling

Page 98: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

80

0.67 (P < 0.05), and 0.49 (P < 0.05), respectively. No other ethyl esters, nor total FAEE, were

found to correlate to systemic ethanol exposure. Conclusion: When extrapolating FAEE

concentrations in hair from guinea pigs to humans, an order of magnitude difference should be

considered, with humans incorporating more FAEE per unit of ethanol exposure. Also, the

results suggest caution should be taken when interpreting values of single esters because of their

differential incorporation among species. Lastly, our findings suggest ethyl oleate may be of

keen interest in FAEE hair analysis, particularly across species.

Page 99: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

81

2.2 Introduction

FAEE are direct biomarkers of ethanol exposure. FAEE are formed during non-oxidative

metabolism of ethanol by the conjugation of ethanol to endogenous free fatty acids and fatty

acyl-CoA. FAEE formation can be spontaneous, but is most often catalyzed by microsomal

AEAT, which utilizes ethanol and acyl-CoA as its substrates, or cytosolic FAEE synthase that is

found ubiquitously throughout the body, which uses ethanol and free fatty acids as its substrates

(Laposata, 1998b; Laposata and Lange, 1986). FAEE can be detected in hair, meconium, blood,

and various organs (Laposata and Lange, 1986; Doyle et al., 1994; Doyle et al., 1996; Klein et

al., 1999; Pragst et al., 2001; Auwarter et al., 2001; Wurst et al., 2004). However, it is the unique

ability to measure FAEE in hair as a means of assessing chronic or long-term ethanol exposure

that is of most interest to our group.

The ability to assess ethanol exposure by FAEE hair analysis is a remarkable tool with many

applications. First developed by Pragst et al., 2001, the FAEE hair test is useful for forensic

applications because it provides an unbiased means of assessing long-term alcohol usage, and

potentially alcoholic status. The test is also useful in toxicological settings, and holds particular

promise for use in pediatric patients to assess prenatal exposure to ethanol (Klein et al., 2002).

The potential to use hair FAEE to screen for infants at high risk for fetal alcohol associated

effects would revolutionize care for such patients who are often either misdiagnosed, or not

diagnosed at all (Williams et al., 1999; Fast et al., 1999; Olson et al., 2007; Streissguth et al.,

Page 100: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

82

2004). Therefore, our laboratory’s goal is to further develop the hair test in order to be able to

reliably quantify FAEE concentrations in neonatal hair, assessing in-utero ethanol exposure.

The guinea pig has been our choice of experimental animal for recent studies of FAEE as a

biomarker of fetal ethanol exposure (Brien et al., 2006; Caprara et al., 2005a) because of the

guinea pig’s long history as a validated animal model for FAS (Reynolds and Brien, 1995; Cudd,

2005; Kimura et al., 2000), and most critically because the guinea pig is the only small mammal

born with neonatal hair. Unlike the rat or mouse, the guinea pig undergoes substantive prenatal

brain development that closely mimics that of the human (Dobbing and Sands, 1979).

Furthermore, the manifestations of ethanol neurobehavioural teratogenicity in the guinea pig are

similar to the brain dysfunction and dysmorphology of fetal alcohol affected humans (Reynolds

and Brien, 1995; Cudd, 2005; Kimura et al., 2000). Recently, it has been shown in pregnant

guinea pigs that were treated with ethanol throughout gestation that total FAEE concentrations in

fetal meconium, neonatal hair, and maternal hair were significantly higher than isocaloric-

sucrose/pair-fed nutritional control (Brien et al., 2006; Caprara et al., 2005a). However, before

we can accurately interpret how FAEE concentrations in guinea pig hair relate to concentrations

found in humans it is important to know if a difference exists in the FAEE hair incorporation rate

between the two species, that is the ratio of total hair FAEE to total systemic exposure to ethanol.

Therefore, the objective of the present study is to utilize recently published data in order to

compare FAEE incorporation rates into hair between guinea pigs and humans, as well as to

assess the relationship between systemic ethanol exposure and FAEE concentrations.

2.3 Methods

Page 101: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

83

2.3.1 Guinea pigs

Published data from female Dunkin-Hartley strain Albino guinea pigs (n = 9) were used (Caprara

et al., 2005a). The pregnant guinea pigs received chronic oral administration of 4 g ethanol/kg

maternal body weight/day from gestational day (GD) 0, defined as the last day of full vaginal

membrane opening, until GD 67. Maternal hair samples of full fur length and weighing

approximately 20 mg, were obtained on GD 57 and 65, and quantitatively analyzed for ethyl

myristate (E14), ethyl palmitate (E16), ethyl oleate (E18:1), and ethyl stearate (E18). Analytical

methods are described in Caprara et al., 2005a, but briefly: samples underwent an overnight

liquid-liquid extraction adapted from Pragst et al., 2001, using dimethylsulfoxide and hexane.

Hexane layers were then separated, evaporated at 35°C under nitrogen, and reconstituted with

hexane. Solid phase extraction was then performed using aminopropyl columns and the samples

were then again evaporated and reconstituted two more times to yield final reconstitution

volumes of 50 µl. Samples were analyzed using a Varian Saturn 2100T GC/MS/MS with ion trap

mass spectrometer in GC/MS mode, using a CPSil-8 low-bleed/MS fused silica chrompack

capillary column (30 m X 0.25 mm X 0.25 µm) with helium carrier gas (1.0 mL/min). The

temperature program applied was: 2 min at 100°C, ramp up 20°C/min up until 300°C. Chemical

ionization mode was used with isobutene as the ionization gas. The temperatures of the injector,

transfer-line, manifold, and injector trap were 260°C, 300°C, 50°C, and 220°C, respectively. The

concentration of total FAEE (E14, E16, E18:1 and E18) was expressed as picomoles of total

FAEE per milligram of hair (pmol/mg). Maternal blood samples were collected on GD 58 at 1 h

after the daily ethanol dose to determine the apparent peak blood ethanol concentration (BEC).

Page 102: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

84

For our analysis, maternal hair FAEE concentrations for each pregnant guinea pig were recorded

as the average of the total FAEE concentration values for the samples taken on GD 57 and 65.

Total maternal systemic ethanol exposure was determined for each pregnant guinea pig by

calculating the area-under-the-curve for the maternal blood ethanol concentration-time curve

(AUC-BEC) (Figure 2.1).

Blood Ethanol vs Time Graph

0

100

200

300

400

0 14.5

Time (h)

Blo

od

Eth

ano

l (m

g/d

L)

Figure 2.1 Sample figure of the blood ethanol concentration-time curve showing the area-

under-the-curve (AUC-BEC)

The latter task was accomplished using zero-order kinetics, measured peak maternal blood

ethanol concentration (BEC), and a reference value Vmax of 26.2 mg ethanol/dl blood/h specific

to the pregnant guinea pig (Litvin and Switzer, 1988). Zero order kinetics model was chosen

because pregnant guinea pigs exhibit apparent zero-order kinetics of ethanol elimination at the

Page 103: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

85

dose level investigated (Litvin and Switzer, 1988). The ICR of FAEE into hair is defined as the

ratio of FAEE in hair to total systemic exposure to ethanol (AUC-BEC) to (Figure 2.2).

ICR =FAEE*

AUC-BEC**

** Concentration of FAEE (pmol/mg)

**Total systemic ethanol exposure (mg/dl/h)

Figure 2.2 Ratio defining the incorporation rate (ICR) of FAEE into hair

The ICR represents how much FAEE is incorporated per standard unit of ethanol exposure. The

inverse of the ICR is the amount of systemic ethanol exposure required to produce one standard

unit of FAEE. Therefore, for each pregnant animal, the value of total FAEE was divided by the

AUC-BEC in order to obtain the ICR of total FAEE into hair. The median ratio was used to

determine the guinea pig’s average FAEE ICR because the data were not normally distributed.

Furthermore, the incorporation rate of each ester was also investigated by calculating the ratio of

Page 104: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

86

each ester to the AUC-BEC separately. Once again the median ratio for each ester was used to

define the average of each incorporation rate because the data were not normally distributed.

2.3.2 Humans

Data from 18 alcoholic patients in a detoxification program (14 male; 4 female) with a mean age

of 44, and mean body-mass-index (BMI) 21.7, were obtained from Wurst et al, 2004 (Wurst et

al., 2004). Alcohol intake was reported as grams of ethanol consumed during the last month.

Hair was collected from these patients for analysis of total FAEE (E14, E16, E18:1, E18) on day

7 of hospitalization. Analytical methods have been previously described in Pragst et al., 2001,

and are briefly as follows: 6 cm of hair from the root end, weighing approximately 50 mg, was

used for analysis. Hair was externally decontaminated by n-heptane, followed by liquid-liquid

extraction using dimethylsulfoxide and n-heptane. The n-heptane layer was then separated and

evaporated at 40°C under nitrogen. Residues underwent solid phase micro-extraction and were

analyzed using Hewlett-Packard 5973 GC, 5973 MS, with deuterated standards for each ester.

An Hp5-MS capillary column (28 m X 0.25 mm X 0.25 µm) was used with helium (1 ml/min) as

the carrier gas. The temperature program applied was: 2 min at 100°C, ramp up 20°C/min up to

300°C. The temperatures of the injector, the interface, the ion source, and the quadrupol were

260°C, 280°C, 230°C, and 106°C, respectively. The concentration of total FAEE (E14, E16,

E18:1 and E18) were expressed as nanograms of FAEE per mg of hair but were converted for

our purposes to picomoles of total FAEE per milligram of hair (pmol/mg).

Page 105: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

87

Patients’ weight was estimated at 58 kg for women, and 66 kg for men, using mean BMI scores

and population specific statistics for height (Grandjean, 1988). Peak BEC levels were estimated

in the following manner. Daily dose (g/day) was calculated by dividing the reported monthly

intake of ethanol by 30. The daily dose was then divided by reference values of volume of

distribution, 0.59 L/kg for women, and 0.73 L/kg for men (Marshall et al., 1983). AUC-BEC was

calculated using zero order kinetics, with peak BEC as the y-intercept, and a reference Vmax

value of 24 mg/dl/h specific to patient age group and alcoholic status was used for the slope

(Adachi et al., 1989) (Figure 2.1). These calculations are a crude estimate, as we assumed that

the daily dose is consumed all at the same time. In practice, drinking may be distributed across

time in various patterns, which may lead to a decrease of AUC-BEC in zero order kinetics. In a

similar way, our estimates could not address varying rates of absorption. Zero order kinetics

were used because this method has been shown to provide accurate and acceptable estimates of

systemic exposure to ethanol given the high doses patients were consuming (Crow and Batt,

1989; Hardmann et al., 2001). Similar to the guinea pigs, each value for total FAEE was then

divided by the respective value of AUC-BEC. The median ratio was used to determine the

average human FAEE ICR because like in the guinea pig the data were nonparametric.

Furthermore, the incorporation rate of each ester was also investigated by calculating the ratio of

each ester to AUC-BEC separately. Once again the median ratio for each ester was used to

define the average of each incorporation rate because the data were likewise nonparametric.

Page 106: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

88

2.3.3 Statistical Analysis

All statistical tests were performed using Sigma Stat, version 2.0. Total hair FAEE per total

systemic ethanol exposure (AUC-BEC) ratios, as well as the individual FAEE per AUC-BEC

ratios were compared between the pregnant guinea pig and the alcoholic human using the Mann-

Whitney Rank Sum test because the data were not normally distributed. The relationship

between AUC-BEC and total hair FAEE within species, as well as the relationship between

AUC-BEC and individual FAEE within species, was also investigated using the Spearman Rank

Order correlation test because the data were not normally distributed.

2.4 Results

In the pregnant guinea pig, the mean level of total hair FAEE was 0.43 ± 0.33 pmol/mg (range

0.05 - 1.07 pmol/mg). The most predominant esters were ethyl palmitate, ethyl oleate, and ethyl

stearate, whose mean concentrations respectively were 0.14 ± 0.14 pmol/mg, 0.14 ± 0.11

pmol/mg, 0.14 ± 0.13 pmol/mg. The mean concentration of ethyl myristate was 0.01 ± 0.01

pmol/mg. The median AUC-BEC was 2253.29 mg/dl/h (range 1632.99 - 3345.01 mg/dl/h). The

incorporation rates for individual ethyl esters, as well as total FAEE are displayed in table 2.1.

For convenience, the inverse ICRs and their ranges are displayed in table 2.2. The ratios between

guinea pig and human ICRs (column 4, Table 2.1) are equal to the ratios of the inverse ICRs, and

therefore are omitted in table 2.2.

Page 107: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

89

Table 2.1 Guinea pig and human hair FAEE incorporation rates

Fatty Acid Ethyl

Ester

Guinea Pig

ICR*

Human

ICR*

Guinea Pig ICR/ Human

ICR

Ethyl Myristate 0.000000 0.000130 **

Ethyl Palmitate 0.000071 0.000650 9.2***

Ethyl Oleate 0.000057 0.000982 17.1***

Ethyl Stearate 0.000119 0.000171 1.4***

Total FAEE 0.000151 0.001909 12.6***

* Units of ICR are pmol/mg of FAEE per mg/dl/h of systemic ethanol exposure

** Interspecies ICR difference could not be assessed

*** Interspecies difference in ICR were significant

Page 108: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

90

Table 2.2 Guinea pig and human hair inverse FAEE incorporation rates and their ranges

Fatty Acid Ethyl Ester

Guinea Pig ICR-1* Human ICR-1*

Ethyl Myristate 0 (0-208081.5) 7674.2 (785.5-207603.3)

Ethyl Palmitate 14152.9 (0-47048.6) 1539.2 (55.6-10470.7)

Ethyl Oleate 17417.0 (9802.4-253599.0) 1018.4 (64.9-5349.1)

Ethyl Stearate 8384.4 (0-59801.1) 5859.5 (239.3-22300.4)

Total FAEE 6605.2 (3008.9-17417.0) 523.9 (25.7-2726.21)

* Units of inverse ICR are mg/dl/h of systemic ethanol exposure per pmol/mg of FAEE

The mean level of total hair FAEE among alcohol detoxification patients was 4.40 ± 2.30

pmol/mg (range 1.29 - 10.96 pmol/mg). The most predominant esters were ethyl oleate and ethyl

palmitate. Mean concentrations of ethyl oleate, palmitate, stearate and myristate were 1.91 ± 0.92

pmol/mg, 1.69 ± 1.01 pmol/mg, 0.47 ± 0.17 pmol/mg, and 0.32 ± 0.42 pmol/mg, respectively.

The median AUC-BEC was 2390 mg/dl/h (range 91.90 - 11417.83 mg/dl/h). The incorporation

rates for individual esters, as well as total FAEE are displayed in table 1, and for convenience

their inverse is displayed in Table 2.2.

Page 109: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

91

The FAEE incorporation rates of guinea pigs were significantly lower than those found in

humans (P < 0.05) for all individual esters, and total FAEE, except for ethyl myristate whose

median ratio was zero (Table 2.1). Six out of the nine guinea pigs had undetectable levels of

ethyl myristate in their hair; therefore incorporation rate could not be accurately assessed for this

ester. Guinea pigs required on average over an order of magnitude more exposure to ethanol in

order to produce equivalent levels of FAEE (Table 2.1); the one exception was ethyl stearate in

which guinea pigs only required 1.4 times the ethanol exposure required by humans to produce

equivalent FAEE levels. Ethyl oleate was the only ester found to correlate to systemic ethanol

exposure (AUC-BEC) in either species, and it was found to correlate in both species; correlation

coefficients for guinea pig and human were 0.67 (P < 0.05), and 0.49 (P < 0.05), respectively

(Figure 2.3 and 2.4).

Page 110: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

92

0.000

0.050

0.100

0.150

0.200

0.250

0.300

0.350

0 1000 2000 3000 4000

AUC-BEC (mg/dl/hr)

Ole

ic e

thyl

est

er (

pm

ol/m

g)

* Spearman correlation statistically significant (P<0.05)

Figure 2.3 Relationship between ethyl oleate and total systemic ethanol exposure in guinea

pigs

Page 111: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

93

0.000.501.00

1.502.002.503.00

3.504.004.50

0 2000 4000 6000 8000 10000 12000

AUC-BEC (mg/dl/h)

Ole

ic E

thyl

Est

er (

pm

ol/m

g)

* Spearman correlation statistically significant (P<0.05)

Figure 2.4 Relationship between ethyl oleate and total systemic ethanol exposure in

alcoholic humans

2.5 Discussion

After standardization for systemic ethanol exposure, cumulative levels of ethyl myristate, ethyl

palmitate, ethyl oleate, and ethyl stearate were approximately 13 times lower in guinea pigs than

in humans. This result indicates that there is an order of magnitude difference in the average

FAEE incorporation rate into hair between guinea pigs and humans, with guinea pigs requiring

Page 112: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

94

an order of magnitude more exposure to ethanol in order to produce equivalent FAEE

concentrations. Analysis of individual FAEE incorporation rates revealed that different ethyl

esters incorporate at different rates for each species but are still largely of an order of magnitude

lower in guinea pigs, with the exception of ethyl stearate. The ICR of ethyl stearate was only 1.4

times lower than that of the humans, but this difference was still statistically significant. This

result can be explained by the fact that although ethyl stearate was found to be equally prevalent

as ethyl oleate, and palmitate, it is incorporated at a much higher rate in the guinea pig (almost

double the rate of either of the other two), coupled with the fact that ethyl stearate is incorporated

at a relatively low rate in humans (Table 2.1). Ethyl oleate and palmitate, in addition to ethyl

stearate, did however contribute largely to the total FAEE incorporation rate in guinea pigs.

Conversely, in humans ethyl stearate contributed less than 10% to the total FAEE incorporation

rate, but the rate was dominated by the most prevalent and highly incorporated esters, ethyl

oleate and palmitate. This difference in ethyl ester profiles of incorporation rates is likely the

result of a natural species difference. FAEE are found throughout several matrices: meconium,

hair, blood, organs most commonly affected by alcohol abuse, and in adipose tissue (Laposata

and Lange, 1986; Doyle et al., 1996; Pragst et al., 2001; Chan et al., 2004a). FAEE are actively

produced in most of these media when exposed to ethanol, with some matrices showing slightly

different ester profiles even within the same species tissue (Laposata and Lange, 1986; Doyle et

al., 1996; Pragst et al., 2001; Chan et al., 2004a; Bearer et al., 1999; Bearer et al., 2003; Chan et

al., 2003). Lange, 1982, showed that FAEE produced in rabbit myocardial tissue were made

primarily from their non-esterified fatty acid precursors, and that the most highly incorporated

FAEE into myocardial tissue were ethyl linoleate, and oleate (Lange, 1982). Hair FAEE are

believed to be primarily deposited by sebum, and sebum composition between guinea pigs and

Page 113: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

95

humans differs drastically (Auwarter et al., 2001; Nikkari, 1974). It is likely that the difference in

ethyl ester ICR profiles is the result of differences in fatty acid composition at the source of

FAEE production (the sebaceous gland for example), and perhaps differential enzymatic

specificities.

However, differences in ICR ester profiles between species do not account for the major finding

that on average guinea pig produce an order of magnitude less FAEE for equivalent ethanol

exposure. There can be several reasons for this interspecies difference; the first being FAEE

production or degradation. Guinea pigs may produce or degrade FAEE at a different rate than

humans. In humans, FAEE are formed through non-oxidative ethanol metabolism primarily by

AEAT and FAEE synthase. In the guinea pig, the metabolic route by which FAEE are formed

has not been confirmed; however if FAEE synthase and AEAT are involved they may have

different levels of activity. The guinea pig’s higher rate of ethanol metabolism in general could

also result in faster degradation of FAEE, and consequently result in less opportunity for

incorporation into hair. Another explanation for the 13-fold difference could stem from

differences in FAEE deposition. Lipophilicity, membrane permeability, and melanin affinity are

key factors affecting drug deposition into hair (Nakahara et al., 1995). The first two factors are

unlikely to be responsible for our finding since we are discussing deposition of the same species,

FAEE, into two different mammals. As for melanin affinity, certain drugs are known to bind to

melanin, affecting drug concentrations in differently pigmented hair. The guinea pigs in the

present study were Albino pigs, therefore it is possible that if FAEE bind to melanin, which

remains unknown, that a large difference of FAEE incorporation between guinea pigs and

humans could occur. However, drug-melanin interactions that occur in melanin granule

formation during melanogenesis are much more important that drug-melanin interactions that

Page 114: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

96

occur on the surface of granules such as would occur from sebum (Potsch et al., 1997b);

therefore if FAEE deposited by sebum were binding to melanin, this interaction would not likely

affect FAEE hair concentrations. Furthermore, FAEE are non-polar so it is doubtful that they

would interact with the cation exchange properties of melanin that provide most of the ionic

binding sites for drugs (Potsch et al., 1997b). The most likely explanation for species difference

in total FAEE ICR is the composition of sebum of between species. The composition of sebum is

highly species-specific with human sebum containing twice as much saponifiable material as

nonsaponifiable material, and more than half of human sebum is composed of triglycerides and

free fatty acids, whereas the seba of guinea pigs, other rodents, rabbits, and sheep contain less

than 10% free fatty acids and virtually no triglycerides (Nikkari, 1974).

The present study found a significant correlation between systemic ethanol exposure and ethyl

oleate for both guinea pigs and humans, 0.67 (P < 0.05), and 0.49 (P < 0.05), respectively. This

indicates that oleic ethyl ester may be a truly important ester in hair for assessing ethanol

exposure, even across species. Interestingly, oleic ethyl ester has been found to be one of the

most, or the most, prevalent esters in: the meconium tested positive for ethanol exposure, the

blood of acutely intoxicated individuals, the organs and adipose tissue of alcoholics, myocardial

tissue of rabbit ethanol perfused hearts, and the adipose tissue of acutely exposed rats (Lange et

al., 1981; Lange, 1982; Laposata and Lange, 1986; Doyle et al., 1996; Moore and Lewis, 2001;

Bearer et al., 2003; Chan et al., 2004a; Salem et al., 2001). Also, Doyle et al., 1994, reported that

ethyl oleate, along with ethyl stearate, palmitate, and linoleate, correlated significantly with

blood ethanol levels from a group of emergency room patients (Doyle et al., 1994). The fact that

the correlation in the present study was found despite significant limitations in assessing the

systemic ethanol exposure of the humans is encouraging. We were not able to account for

Page 115: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

97

consumption patterns of individuals, and perhaps if systemic ethanol estimates were more

accurate an even stronger correlation would have been found. However, encouraging is the fact

that Soderberg et al., 1999, who found total FAEE blood concentrations to correlate with blood

ethanol concentration, also found that the rate of alcohol consumption did not affect the FAEE

concentration (Soderberg et al., 1999). The lack of correlation of the other esters with systemic

ethanol exposure may be due to the sample size of the population and the large variability

associated with these esters.

It is true that the current study was limited by the fact that previously published data from

different studies was used. Consequently, not all variables sought in the current study were

available, such as peak blood ethanol concentrations or weight of human subjects, and therefore

they had to be estimated. Also, the guinea pigs’ dosage regimen was controlled and invariable,

whereas human ethanol consumption was recorded from the subjects’ memory. However, given

the magnitude of our findings it is doubtful that the above limitations greatly influenced the

results.

The current study has shed light onto the FAEE ICR of guinea pigs and humans, and the

differences that exist between them. We have discovered that an order of magnitude difference

exists between them, that the contributions of the esters vary slightly, and that ethyl oleate may

be an especially important biological marker of ethanol exposure, particularly across species.

These findings suggest that the guinea pig is a good and highly sensitive model for FAEE in hair,

because the levels are still measurable and a dose response relationship exists. This study

furthers our laboratories goal of developing a neonatal hair test for fetal ethanol exposure

because it amplifies our previous finding that we were able to distinguish in-utero exposed

Page 116: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

98

guinea pig pups from controls by FAEE hair analysis. The current study suggests FAEE hair

analysis is highly sensitive in humans, and coupled with our previous findings, that it holds

significant potential for discriminating fetal-alcohol exposed neonates.

Page 117: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

99

3 The Effect of Hair Pigment on the Incorporation of Fatty Acid Ethyl Esters (FAEE) (Kulaga et al., 2009)

3.1 Abstract

Aims: The objective of the current study was to determine whether FAEE incorporation is

affected by hair pigmentation. Methods: Black hooded LE rats were injected intraperitoneally

daily with ethanol. Prior to dosing, black and white patches of fur were shaved and analyzed for

baseline levels of FAEE using an adapted extraction procedure and GCMS method. Once the

shaved “patches” had grown back they were re-sampled along with hair outside the “patches”,

referred to as “no patch” hair, and tested for post-treatment FAEE levels in the same manner.

Blood was also sampled for pharmacokinetic analysis of ethanol. Results: Total FAEE levels

were significantly higher in post-treatment hair (black and white) compared to baseline (pre-

treatment) levels. Total FAEE levels were also significantly higher in post-treatment “patch” hair

(black and white) compared to “no patch” hair. No significant differences were found between

post-treatment black and white hair. The FAEE profiles were similar between black and white

hair, with FAEE levels being highest for ethyl myristate, followed by ethyl stearate, palmitate,

and then oleate. Conclusion: FAEE incorporation into hair does not appear to be affected by hair

pigment, which is in congruence with what is known about the chemistry of drug-melanin

Page 118: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

100

interactions. This is important in avoiding potential bias and discrimination in the interpretation

of alcohol abuse based on hair colour.

Page 119: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

101

3.2 Introduction

In recent decades hair testing as a method for the detection of drugs of abuse has been gaining

popularity because of its unique ability to reliably measure chronic and or past substance use.

Lately, there has been an increased need for the development of such a biomarker for alcohol

exposure. A prominent example is the case of diagnosing fetal alcohol spectrum disorder

(FASD). FASD is a prevalent cause of neurocognitive handicap among children in North

America (Abel and Sokol, 1987; Abel and Sokol, 1986). One of the most serious challenges in

diagnosing FASD is the need to establish evidence of excessive maternal drinking during

pregnancy as a major diagnostic criterion (Chudley et al., 2005). However, maternal self-reports

of alcohol use are often unreliable (Russell et al., 1996; Ernhart et al., 1988; Wurst et al., 2008a;

Alvik et al., 2006; Alvik et al., 2006; Alvik et al., 2006), therefore a reliable objective biomarker

that can detect past chronic alcohol use would prove invaluable in this area.

In 2001, Pragst and colleagues established a biomarker in hair that can reliably assess chronic

heavy alcohol use by the measurement of non-oxidative metabolites of ethanol, fatty acid ethyl

esters (Pragst et al., 2001). Since its introduction, the FAEE hair test has been increasingly used

in the medical context of alcohol abuse and the medicolegal context of “driving under the

influence” (Wurst et al., 2008a; Pragst and Yegles, 2008) because of its high sensitivity and

specificity in the detection of excessive drinking in adults (Pragst and Balikova, 2006; Wurst et

al., 2004). Recent advances in research have also suggested the FAEE hair test has potential for

use as a new diagnostic tool for FASD and FASD research, further expanding its utility.

Page 120: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

102

The increase of the FAEE hair test’s applications has prompted us to ask whether FAEE

incorporation is susceptible to hair colour bias, as has been the case with certain other drugs.

Several studies have demonstrated that some drugs can accumulate preferentially in pigmented

hair (Hubbard et al., 2000; Wilkins et al., 1998; Gygi et al., 1997; Kintz, 2007; Slawson et al.,

1996; Gygi et al., 1996; Green and Wilson, 1996; Scheidweiler et al., 2005; Kronstrand et al.,

2003; Reid et al., 1996). The issue of whether or not a hair colour creates bias in interpreting

drug exposure is serious and may discriminate individuals with dark hair. The interactions of

most significance are those that occur between basic/cationic drugs, such cocaine or

methamphetamine, with the anionic centers of the melanin granules (Borges et al., 2001b; Gygi

et al., 1997; Nakahara et al., 1992; Borges et al., 2003; DeLauder and Kidwell, 2000; Nakahara

and Kikura, 1996; Nakahara et al., 1995). Neutral drugs have not been found to accumulate

substantially in hair or to preferentially accumulate in pigmented hair because of this fact. The

objective of the present study was to determine whether FAEE incorporation is affected by hair

pigmentation, as the test is becoming more widely used. We hypothesize that FAEE

incorporation will not be influenced by hair pigment because of their neutral, lipophillic, nature.

3.3 Materials and Methods

Page 121: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

103

3.3.1 Animals and Treatment Protocol

The study protocol was approved by the Animal Care Committee of the Hospital for Sick

Children in Toronto. Hooded black and white LE rats (n = 6) were obtained from Charles River

Canada Inc., St. Constant, Quebec, and housed together in groups of 3 with a 12-hour day/night

cycle. Beginning on the first experimental day, two 3 x 3 cm “patches” of fur were shaved from

each animal, one black and one white, and tested for baseline levels of FAEE. Prior to dosing,

each animal was weighed and then dosed to achieve a peak blood ethanol concentration of 200

mg/dl. Rats were administered 16% w/v ethanol in saline injections by i.p. route according to a

protocol developed by Bloom et al., 1982, that dictates the volume of injection in order to correct

for the inadequacy of g/kg formulations, which do not produce uniform blood ethanol

concentrations because they do not take into account the fact that developmental increases in

liver weight and function do not keep pace with developmental increases in body weight (Bloom

et al., 1982).

The rats were dosed daily for 3 weeks (Monday to Friday) when it was determined that a

sufficient amount of hair (approximately 1.00 cm in length) had grown back in the shaved

“patches” to be re-sampled for FAEE analysis. Black and white fur outside of the “patches” was

also sampled for analysis. On the last day of dosing, blood samples were taken at 30, 60, 90,

120, 180, and 240 minutes post-dose through a catheter implanted in the jugular vein and

analyzed for ethanol. The animals were anesthetized with 3% isoflurane for all procedures

except weighing.

Page 122: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

104

3.3.2 Blood Ethanol Analysis

Blood ethanol levels were measured by Headspace Gas Chromatography (Agilent 6890N GC

with Headspace Sampler G1888). Samples of 10 ul of serum were diluted to 100 ul and mixed

briefly (3-5 seconds) on the vortex with 1.0 ml of internal standard (n-propanol in water).

Samples were then analyzed by the headspace GC-FID against known calibrators and quality

control solutions.

3.3.3 Pharmacokinetic Analysis

Total systemic exposure to ethanol per dose, area under the blood-versus-ethanol-time curve

(AUC), Vmax, and Km were estimated for ethanol, by fitting plasma concentrations to time

using Modkine v.1.2.2 (Biosoft, Cambridge, UK). Initial parameters were estimated with

Scientist for Windows v. 3.0 (Micromath, Saint Louis, Missouri). Michaelis-Menten elimination

kinetics was used as the kinetic model and the maximum enzyme velocity (Vmax; mg×dL-1×min-

1) and the Cp at which Vmax is half or Michaelis-Menten constant (Km; mg×dL-1) were

obtained; fitting procedure was repeated three times. The area under the blood-versus-ethanol-

time curve (AUC0-t; mg×dL-1×min) was then estimated by non-compartmental procedures.

3.3.4 Chemicals and Reagents

Ethyl myristate, ethyl palmitate, ethyl oleate, ethyl stearate, dimethylsulfoxide (DMSO) , and n-

Heptane were obtained from Sigma Aldrich. Deuterated internal standards of D-5 ethyl

Page 123: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

105

myristate, D-5 ethyl palmitate, D-5 ethyl oleate, and D-5 ethyl stearate were obtained from the

laboratory of Dr. Fritz Pragst, Berlin, Germany. Salts for phosphate buffer, potassium

dihydrogen phosphate (KH2PO4), and disodium hydrogen phosphate x 2 H2O (Na2HPO4 x 2

H2O), were obtained from Fischer Scientific, and BDH Laboratory Supplies, respectively.

3.3.5 Hair Extraction

A method adapted from the published method, Pragst et al., 2001, was used for FAEE extraction

and GCMS analysis. Briefly, 20-25 mg of hair was weighed for each sample into 4 mL

extraction vials and chopped finely into 1-3 mm pieces. A multipoint standard curve with

concentrations ranging from 0.0125 ng/mg hair (0.25 ng/sample) to 2.5 ng/mg hair (50

ng/sample) was prepared by spiking naïve rat hair with fresh stock solutions of FAEE standards

(ethyl myristate, ethyl palmitate, ethyl oleate, ethyl stearate). Deuterated FAEE (D-5 ethyl

myristate, D-5 ethyl palmitate, D-5 ethyl oleate, and D-5 ethyl stearate) were used as internal

standards for each sample. Extraction solvents, 500 µL DMSO and 2 ml heptane, were added to

each sample. The samples were then placed in a VWR mini shaker at 1200 rpm for 15 hours. The

samples were then cooled at 4°C for 30 minutes to freeze the DMSO phase, and then the heptane

phase was decanted into 10 mL solid phase microextraction (SPME) vial. Heptane was then

evaporated at 40°C under nitrogen gas. To the residues, 1 mL of phosphate buffer (0.1 M, pH

7.6) was added, and the vials were capped and put into the AOC 500 Shimadzu autosampler to

under go headspace solid phase microextraction (HS-SPME).

Page 124: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

106

3.3.6 HS-SPME Conditions

Samples were preheated for 5 minutes at 90°C and 250 rpm agitation. Headspace absorption

occurred for 30 minutes at 90°C at 150 rpm agitation, and desorption was for 15 minutes at

260°C. The agitation mode was 60s right, 30s interval, 60 s left, 30 s interval, etc.

3.3.7 GC/MS Conditions

A Shimadzu GCMS-QP2010 was used for gas chromatography-mass spectrometry (GCMS)

analysis. For chromatographic separation a Varian Factor Four, VF-Xms, capillary column (30m

x 0.25 mm x 0.25 µm) was chosen. The temperature of the injector, interface, ion source and

quadrapole were at 260°C, 310°C, 230°C, and 70°C, respectively. The temperature program was

as follows: 2 min at 70°C, then 20°C/min up to 300°C, hold 0.5 min at 300°C. Analytes were

quantified based on their molecular weight ion. Retention times and m/z values of molecular

weight and qualifier ions of FAEE and D5-FAEE that were used for quantification and

identification of the species are shown in table 3.1. Final results are reported as cumulative

FAEE (total ethyl myristate, palmitate, oleate, and stearate) per mg hair.

Page 125: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

107

Table 3.1 Retention times and m/z values of molecular weight and qualifier ions of FAEE

and D5-FAEE.

Analyte Retention Time (min) Molecular Weight Ion Qualifier Ions

D5-Ethyl Myristate 10.35 261 93, 106, 162

Ethyl Myristate 10.38 256 88, 101, 157

D5-Ethyl Palmitate 11.38 289 93, 106, 162

Ethyl Palmitate 11.40 284 88, 101, 157

D5-Ethyl Oleate 12.22 315 93, 106

Ethyl Oleate 12.24 310 88, 101

D5-Ethyl Stearate 12.30 317 93, 106, 162

Ethyl Stearate 12.33 312 88, 101, 157

3.3.8 Analytical Precision

The method was evaluated for its reproducibility prior to sample testing. Intraday co-efficient of

variation (cv) values were calculated from six replicate analyses of direct injection of three

Page 126: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

108

different concentration levels (5, 10, 20 ng/µL) of pure standard on the same day. Interday cv

values were calculated by single analysis repeated over three days using the same concentration

levels. All intraday and interday cv values were below 3% and 5% for each FAEE, respectively.

Reproducibility was similarly evaluated in extracted white and black rat hair samples. Six

replicates at three different concentration levels (2, 20, 50 ng/mL), for each white and black hair

samples, were spiked with FAEE standards, extracted, and quantified. Intraday and interday cv

values for all esters were below 18 % and 16 %, respectively.

3.3.9 Efficiency of Extraction

Efficiency of Extraction was estimated by spiking both white and black rat hair with 3 different

concentrations of FAEE (6 replicates each), followed by extraction. Analogous concentrations of

pure standards were then directly injected by syringe into the GCMS, with 6 replicates each.

Direct area counts were then averaged among the 6 extracted replicates processed by HS-SPME,

and compared to the average of 6 directly injected replicates. Percent extraction efficiency

values for the four esters in both white and black hair ranged between 8-76 %, and 5- 55 %,

respectively.

Page 127: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

109

3.3.10 Data Analysis

FAEE levels between categories and the effect of initial hair weight on efficiency of extraction

were evaluated using paired t-tests, and Pearson product moment correlation tests using Sigma

Stat software, version 3.1.

Upon analyzing the data, a significant effect of initial hair sample weight on efficiency of

extraction was detected using Pearson correlation. There was a significant inverse relationship

between mg hair used in the extraction and FAEE per mg hair quantified (Figure 3.1). After

separating the data by white hair, black hair, and treatment category (baseline hair, post-

treatment “patch”, and post-treatment “no patch”), the effect of sample weight on extraction

efficiency was significant in all categories for black hair (r = -0.82, p = 0.05, r = -0.90, p = 0.02, r

= -0.90, p = 0.01, respectively), and in post-treatment “patch” category for white hair (r = -0.95,

p = 0.01), however the effect was not significance in baseline, or post-treatment “no patch”

categories for white hair (r = -0.66, p = 0.16, r = - 0.59, p = 0.22). Therefore, white samples were

not adjusted for comparison between baseline and post-treatment levels of FAEE, whereas all

black samples were standardized to 20 mg to correct for the effect of initial hair weight on

efficiency of extraction. For comparisons of FAEE levels between black and white hair, all black

and white post-treatment “patch” samples were standardized to 20 mg and compared.

Page 128: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

110

Cumulative FAEE (White and Black hair)

0

0.1

0.2

0.3

0.4

0.5

0 5 10 15 20 25 30

Initial mg

FA

EE

ng

/mg

r = -0.94p < 0.001

Figure 3.1 Initial sample weight (mg) of all black and white hair samples plotted against

their cumulative FAEE results per mg hair

3.4 Results

3.4.1 Ethanol Pharmacokinetics and FAEE Profile

Ethanol disposition exhibited Michaelis-Menten kinetics (Figure 3.2). The average Vmax, Km,

and AUC0-t (area-under-the-blood-versus-ethanol-time-curve) values were 0.86 ± 0.19

mg/dL/min, 3.23 ± 1.58 mg/dL, and 27,897 ± 5,434 mg/dL/min, respectively (n = 4). No

Page 129: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

111

significant correlations using the Pearson test were found between hair FAEE (cumulative

FAEE, ethyl oleate, or cumulative FAEE corrected to 20 mg) and blood ethanol AUC.

Blood Ethanol Pharmacokinetics

0

50

100

150

200

250

0 50 100 150 200 250 300

Time (min)

Blo

od

Eth

ano

l (m

g/d

l)

Figure 3.2 Blood ethanol concentrations in Long Evans rats (n = 5)

The FAEE profile was similar in both black and white fur, with average levels of FAEE being

highest for ethyl myristate, followed by ethyl stearate, palmitate, and then oleate.

Page 130: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

112

3.4.2 Baseline and Post-Treatment FAEE

Using paired t-tests, cumulative FAEE levels were significantly higher in rat hair after ethanol

treatment for both black and white hair (Figure 3.3 and 3.4). Significantly higher levels of FAEE

were found when comparing baseline (pre-treatment) levels to both the “patch” hair that grew

back post-treatment, and the surrounding “no patch” hair (the hair that was not shaved), and in

the “patch” levels compared to in the surrounding “no patch” post-treatment hair.

Total FAEE - Original Results, White hair

0.00

0.10

0.20

0.30

0.40

Before After "patch" After "no patch"

Treatment

FA

EE

ng

/mg

** *

* Indicates statistical significance as measured by paired t-test

Figure 3.3 Mean cumulative FAEE levels in white rat fur, before and after ethanol

treatment, not standardized to 20 mg (paired comparison)

Page 131: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

113

Total FAEE - Corrected to 20 mg, Black hair

0.000.050.100.15

0.200.250.300.350.40

Before After " patch" After " no patch"

Treat ment

***

* Indicates statistical significance as measured by paired t-test

Figure 3.4 Mean cumulative FAEE levels in black rat fur, before and after ethanol

treatment, standardized to 20 mg (paired comparison)

3.4.3 Effect of Hair Pigment on FAEE

Using the paired t-test, no significant difference could be found between FAEE levels in white

and black post-treatment “patch” hair (Figure 3.5).

Page 132: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

114

Total FAEE- Standardized to 20 mg

0.00

0.050.10

0.150.20

0.25

0.300.35

0.40

After "patch"

Treatment

FA

EE

ng

/mg

White hair

Black hair

Figure 3.5 Mean cumulative FAEE concentrations in white and black hair after

standardization to 20 mg (paired comparison)

3.5 Discussion

The purpose of the present study was to determine whether FAEE incorporation is affected by

hair pigmentation, and our results suggest that it is not. The current study did reveal an effect of

initial sample weight on efficiency of extraction, which required standardization of samples to 20

mg for the comparison of FAEE levels between black and white hair. This effect has been noted

previously in human hair by Pragst et al., 2001, who reported decreasing extraction yields as

Page 133: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

115

initial sample amount was increased (Pragst et al., 2001). Because we were only able to collect

between 10-15 mg of hair for some of the post-treatment “patch” samples in white hair in the

present study, standardization to 20 mg was of particular importance, but not all samples

(baseline and post-treatment “no patch” white hair) could be standardized, as the effect size was

not statistically significant in those treatment groups. Therefore, only post-treatment “patch”

samples were compared between black and white hair. However, post-treatment “patch” hair

accumulated the highest amount of FAEE, significantly higher than pre-treatment levels and

post-treatment “no-patch” levels, therefore making it the most useful treatment category for

comparison.

Comparison of post-treatment “patch” hair revealed no significant difference in FAEE

incorporation between pigmented and non-pigmented hair, supporting our hypothesis that FAEE

incorporation is not affected by hair pigmentation. FAEE are neutral, lipophillic molecules, and

melanin granules favor interactions with basic/cationic substances, consequently such an

interaction between FAEE and melanin was not expected (Nakahara et al., 1995; Nakahara and

Kikura, 1996; Borges et al., 2003; Kikura and Nakahara, 1998). Similar results have been

reported by colleagues for the hydrophilic molecule, EtG (Appenzeller et al., 2007b). EtG is a

minor metabolite formed during ethanol metabolism when ethanol is glucoronidated with

activated glucoronic acid instead of water (Pragst and Yegles, 2007). Its use as a biomarker in

hair for the assessment of excessive alcohol use has recently been investigated, and Appenzeller

et al demonstrate no significant difference in the incorporation of EtG between pigmented and

non-pigmented hairs of humans with graying hair (n = 21) (Appenzeller et al., 2007b). In fact,

the investigators report a correlation of 0.99 between EtG results from pigmented and non-

Page 134: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

116

pigmented hair. Therefore, it appears that substances can be largely incorporated into hair yet not

be influenced by hair colour bias, as appears to be the case for FAEE.

The present study is the first to describe the use of the LE rat as a model for hair FAEE research.

The LE rat has some differences from the human that need to be acknowledged, although

altogether provides a suitable model for this research. Firstly, LE rat hair contains only

eumelanins (the pigment responsible for dark brown or black hair tones) (Slawson et al., 1998),

whereas human hair contains both eumelanins and pheomelanins (the pigment responsible for

red tones) (Borges et al., 2001a). Pigment granules comprise less than 3% of total hair fiber mass

(Robbins, 2002), and the concentration of eumelanin in LE rat hair has been measured to be

17.56 ± 0.61 µg/mg in pigmented hair (undetectable in non-pigmented hair) (Slawson et al.,

1998), and to range from 2-15 µg/mg in human hair of varying colours from individuals of

different ethnicity (Borges et al., 2001a). Different colours of human hair contain different

proportions of these pigments. Black hair contains approximately 99 % eumelanin and 1 %

pheomelanin, brown and blond hair contain approximately 95 % eumelanin and 5 %

pheomelanin, whereas red hair contains approximately 67 % eumelanin and 33 % pheomelanin

(Borges et al., 2001a). However, the fact that LE rat hair may contain a higher concentration of

eumelanin than human hair, and that it does not contain pheomelanin, does not affect the primary

end point of the present study, to determine if FAEE incorporation is affected by hair pigment.

Studies have shown that although some drugs interact with pheomelanins, those interactions are

typically much weaker than those with eumelanins, and consequently of less importance (Gygi et

al., 1996; Potsch et al., 1997; Slawson et al., 1998; Mars and Larsson, 1999; Rollins et al., 2003;

Borges et al., 2003). Furthermore, if FAEE were interacting with eumelanin during incorporation

leading to increased incorporation in pigmented hair, the fact that LE rats have a greater

Page 135: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

117

concentration of this pigment present in their hair relative to humans would result in a

pronounced effect of higher FAEE levels in pigmented hair using the LE model. However, this

was not observed in the present study confirming the hypothesis that FAEE incorporation is not

affected by hair pigment.

Another difference between the LE rat and humans is the metabolic rate of the LE rat is much

higher, with Vmax values of 0.86 ± 0.19 mg×dL-1×min-1, compared to 0.47 mg×dL-1×min-1 in

the human (Gubala and Zuba, 2003). Therefore, rats may require longer periods of exposure to

achieve comparable hair levels of FAEE. In the current experiment FAEE hair levels in the rat

were much lower than those typically seen in humans, but this is non-consequential as levels

were still measurable to examine our primary endpoint.

A relationship between blood ethanol and hair FAEE was not observed in the current study as

has been seen in a previous study for both the guinea pig and humans (Kulaga et al., 2006). The

present experiment was tightly controlled to achieve equal blood ethanol levels among laboratory

animals, therefore there may not have been enough variation in blood ethanol concentration in

order to detect such a correlation.

Also noteworthy, is the fact that the profile of FAEE incorporation in hair did differ in rats as

compared to humans, FAEE levels being highest for ethyl myristate, followed by ethyl stearate,

palmitate, and then oleate in the rat, whereas in the human levels of ethyl oleate predominate

followed by ethyl palmitate, stearate and myristate (Kulaga et al., 2006). The difference in FAEE

profile among species, likely reflects a natural difference in fatty acid composition. Such

differences also occur between matrices such as meconium, blood and various organ tissues

Page 136: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

118

(Doyle et al., 1994; Laposata, 1998b; Laposata and Lange, 1986; Bearer et al., 2005; Bearer et

al., 2003; Moore et al., 2003; Klein et al., 1999; Chan et al., 2004a), and may also occur across

different ethic groups in humans. This finding stresses the importance of measuring cumulative

levels of multiple FAEE as oppose to a single FAEE. Altogether, however, the LE rat appears to

be a suitable model for hair FAEE research as it is sensitive enough to detect chronic alcohol use

after a brief 3-week administration period.

Furthermore, an interesting finding was uncovered when we examined the relationship between

post-treatment FAEE levels in “patch” and “no patch” hair that may contribute towards our

knowledge of the mode of FAEE incorporation. For both the standardized black hair samples,

and non-standardized white hair samples, cumulative levels of FAEE were found to be

significantly higher post-treatment in both the “patch” hair (hair that grew back post-treatment),

and the surrounding “no patch” hair (hair that was not shaved), however levels in the “patch”

hair were also significantly higher compared to in the surrounding “no patch” hair. This suggests

that FAEE preferentially accumulate in actively growing hair over hair in the resting phase.

Substances are incorporated into hair through blood, sweat, and or sebum, and the amount of

incorporation is affected by the amount of exposure the hair receives from each of these sources,

the pH of the surrounding mediums, physicochemical properties of the analyte, opportunity and

ability of the analyte to penetrate the hair cells, and binding sites for the analyte within the hair

matrix (Kikura and Nakahara, 1998; Kintz, 2007). Previously, FAEE have been described to

primarily incorporate into hair through sebum (Auwarter et al., 2001; Pragst and Balikova,

2006). Our results are not in opposition to this hypothesis because as the rat hair grew it had the

opportunity to interact with sebum close to the skin’s surface, and this was likely a contributing

source of incorporation. However, our results also suggest that blood may have been an

Page 137: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

119

important additional source of incorporation. Actively growing hair had higher levels of FAEE

compared to the surrounding hair that had not been shaved, it did not have as much opportunity

to be exposed to sebum as static hair that was present on the rat from the beginning of the

experiment. Consequently, an additional source of incorporation likely facilitated higher FAEE

accumulation in actively growing hair, and this source was likely blood. Supporting this

hypothesis is the fact that vascularity surrounding rat hair cells is known to dramatically

increases during the hair growth phase (Durward and Rudall, 1949). Therefore, increased

vascularity and blood exposure could provide a substantial increase in FAEE exposure to hair in

growing follicles relative to non-growing follicles. However, this increased vascularity may also

have enhanced FAEE supply to accompanying sebaceous glands, thereby also increasing FAEE

exposure to growing hairs from sebum. Consequently, sebum and blood probably both act as

important sources of incorporation for FAEE, a phenomenon that has not been previously

documented.

In conclusion, we established the LE rat as a model to investigate the mechanism of hair

accumulation of FAEE. Our results indicate that hair accumulation of FAEE is independent of

melanin, thus obviating potential bias in interpretation of chronic alcohol abuse, an issue that has

marred the interpretation of certain other drugs in various ethnic groups.

Page 138: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

120

4 Hair Analysis of Fatty Acid Ethyl Esters (FAEE) in the Detection of Excessive Drinking in the Context of Fetal Alcohol Spectrum Disorders (FASD) (Kulaga et al., 2009)

4.1 Abstract

A serious challenge in diagnosing FASD is the need to document alcohol use during pregnancy.

Maternal/paternal alcohol abuse affect the likelihood of fetal alcohol exposure, and hence the

occurrence of FASD. The objective of the current study was to document the use of the FAEE

hair test, a biomarker of excessive alcohol use, in parents at-risk of having children with FASD,

and quantify the prevalence of testing positive for excessive alcohol use in this population. Hair

samples submitted for FAEE testing between October 2005 and May 2007 were evaluated (n =

324). Subjects consisted of at-risk children’s parents. Samples were analyzed using a previously

published method. Briefly, samples underwent a liquid-liquid extraction, followed by HS-SPME,

and were then analyzed by GC-MS using deuterated FAEE as internal standards. LOD and LOQ

values were between 0.01 - 0.04 ng/mg, and 0.04 – 0.12 ng/mg, respectively. Positive levels for

excessive drinking were ascertained using a cut-off level of 0.5 ng/mg, offering 90% sensitivity

and specificity. The rate of positive hair samples for excessive drinking was 33.3 % (32.4 %

Page 139: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

121

among women, and 35.4 % among men) (n = 324). The majority of samples (62 %) had

cumulative FAEE levels above a level that excludes strict abstinence (0.2 ng/mg) and many (19

%) were highly positive (above 1.0 ng/mg). Out of 26 FAEE hair tests where women were

reported to be pregnant, 38 % had FAEE hair levels above 0.2 ng/mg, and 19 % tested positive

for excessive drinking with levels above 0.5 ng/mg, and 12 % had levels above 1.0 ng/mg. The

high rate of positive FAEE results demonstrates that the FAEE hair test corroborates the clinical

suspicion of alcohol use in parents of children at-risk for FASD. Our results suggest that FAEE

hair analysis may be a powerful tool in detecting heavy alcohol use in the perinatal period.

Page 140: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

122

4.2 Introduction

FASD is the most prevalent cause of neurocognitive handicap among children in North America

(Abel and Sokol, 1987; Abel and Sokol, 1986). The frequency of this debilitating condition has

been estimated to occur as high as 1 in 100 births (Abel, 1995a; Sampson et al., 1997), but the

majority of these cases remain undiagnosed until school age or later, if diagnosed at all

(Streissguth et al., 2004; Olson et al., 2007). One of the most serious challenges in diagnosing

FASD is the need to establish evidence of excessive maternal drinking during pregnancy as one

of the major diagnostic criteria (Chudley et al., 2005). However, maternal self-reports of alcohol

use are often unreliable due to fears of stigmatization, embarrassment, shame or guilt (Russell et

al., 1996; Ernhart et al., 1988; Alvik et al., 2006). Therefore, establishing a biological marker

that can detect chronic excessive alcohol use during pregnancy would provide a tremendous

advantage in detecting children at risk for FASD and in diagnosing FASD in affected children.

In 2001, Pragst and colleagues established a hair test measuring fatty acid ethyl esters (FAEE), a

group of non-oxidative metabolites of ethanol (Pragst et al., 2001). FAEE have previously been

measured in pancreas, liver, heart, brain, and white blood cells (Laposata and Lange, 1986;

Laposata et al., 1987; Ben-Eliyahu et al., 1996). FAEE have also been shown to be useful

intermediate markers of alcohol exposure in blood (Doyle et al., 1994; Doyle et al., 1996), and

post-mortem markers of pre-mortem alcohol use in adipose and liver tissue (Refaai et al., 2002).

Furthermore, FAEE have been used as markers of fetal alcohol exposure in meconium (Chan et

Page 141: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

123

al., 2004a), with the test offering high sensitivity and specificity, however being limited by the

fact that meconium is only available for the first 2-3 days of infant life. Hair testing offers the

unique advantage over conventional matrices such as blood and urine, because it provides

cumulative information regarding past and chronic substance use. In the neonate, hair is

available for the first 1-3 months of life, or longer, and is representative of exposures during the

last trimester, as this is when the hair is formed. In the mother, hair is available for longer

periods, and the proximal 6 cm to the scalp, which is measured, is representative of the 6 months

prior to collection.

The FAEE hair test measures cumulative levels of four FAEE, ethyl myristate, palmitate, oleate,

and stearate, in hair, and has been shown to be highly sensitive and specific in the detection of

excessive drinking in adults (Pragst and Balikova, 2006; Wurst et al., 2004). Low baseline levels

of FAEE can exist in non-drinkers, therefore it has been necessary to use a cut-off level to

differentiate heavy drinkers from social and non-drinkers. A cut-off level of 0.5 ng of cumulative

FAEE per mg hair offers 90% sensitivity and specificity, with respect to the identification of

heavy drinking (Pragst and Balikova, 2006). Levels between 0.2-0.5 ng/mg are indicative of

social use and typically exclude strict abstainers, whereas levels in excess of 1.0 ng/mg are

nearly 100% specific to heavy alcohol use, but offer lower sensitivity so that many cases may be

missed (Pragst et al., 2001; Auwarter et al., 2001; Pragst and Balikova, 2006; Pragst and Yegles,

2008). Since its inception, the FAEE hair test has been increasingly used in the medical context

of alcohol abuse and the medicolegal context of “driving under the influence” (Wurst et al.,

2008a; Pragst and Yegles, 2008), however the test is now being expanded into other areas.

Page 142: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

124

More recently, a pilot study in pregnant women with low alcohol consumption, was performed

employing the FAEE hair test, among other biomarkers, to evaluate the additional benefit

alcohol biomarkers would provide over maternal self report for alcohol use in pregnancy (Wurst

et al., 2008a). The study demonstrated a substantial benefit of the combined use of several

biomarkers over maternal self-report in detecting heavy drinking during pregnancy. The study

was conducted in a relatively low-risk population with respect to FASD, and accordingly 3 %

were found positive for excessive alcohol use by FAEE hair test, and 7 % by combined FAEE

and ethyl glucuronide hair tests (Wurst et al., 2008a). EtG is another minor metabolite of alcohol

metabolism formed when alcohol is glucoronidated with activated glucoronic acid. Studies

investigating the measurement of EtG in hair have demonstrated the test to be highly specific in

the detection of heavy alcohol users, however appears to lack sensitivity in detecting alcohol

users that use moderate to heavy amounts, unlike the FAEE hair test that detects most social

drinkers (Skopp et al., 2000; Alt et al., 2000; Janda et al., 2002; Yegles et al., 2004; Jurado et

al., 2004; Klys et al., 2005; Politi et al., 2006; Morini et al., 2006; Politi et al., 2007;

Appenzeller et al., 2007a; Appenzeller et al., 2007b; Politi et al., 2008; Pragst and Yegles,

2008). Therefore, the FAEE hair test may be better suited in the detection of alcohol use during

pregnancy, when women may curb their typical alcohol intake.

To the best of our knowledge, the tremendous advantages of the FAEE hair test have not been

previously applied in the detection of excessive alcohol use in the context of populations at high

risk for having children with FASD. Alcohol use has been demonstrated to be a major problem

in many families involved in the child welfare system, putting this population at high risk for

producing offspring with FASD (Curtis and McCullough, 1993; Freisthler et al., 2007; Freisthler

and Weiss, 2008). A recent Canadian study revealed that out of children with disabilities in the

Page 143: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

125

care of child welfare services in Manitoba, 34 % were diagnosed with FASD, representing 11 %

of all children in care (Gough and Fuchs, 2006). The objective of the current study was to

document the use of the FAEE hair test as a biomarker of excessive alcohol use by parents in an

at-risk population for FASD, and to quantify the prevalence of alcohol abuse in this population.

It is our hypothesis that the rate of excessive alcohol use in this at-risk population will be much

higher than that which has been found in the general obstetric population (Wurst et al., 2008a),

or in the surrounding general Canadian population.

4.3 Subjects and Methods

4.3.1 Study Sample

Starting in October 2005, we established a diagnostic program for hair analysis of FAEE to

diagnose excessive parental drinking. For this study, all samples ordered for FAEE testing at the

Motherisk Laboratory by any children’s aid society (CAS) between October 2005 and May 2007

were evaluated (n = 324). CAS clients that underwent hair testing consisted of children’s parents,

and all CAS organizations were based in Canada with the majority residing in Ontario and

British Columbia. Data regarding common reasons for requesting hair FAEE testing are

presented in Table 4.1.

Page 144: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

126

Table 4.1 Common reasons for social workers requesting FAEE hair testing (reasons are

not mutually exclusive, therefore several reasons may have been indicated for a given case).

Reason %

Third party reports alleging alcohol abuse 35

Admission to using some amount of alcohol 29

Substantiated history of drinking 26

Suspicion of potential alcohol abuse because of proven abuse of other drugs 25

Social worker requested all available drug hair tests in order to "cover their bases" 20

Recorded criminal behaviour associated with alcohol use 13

Recorded ethanol intoxication or testing positive for alcohol 10

Admission to heavy amounts of alcohol use 8

To confirm subject's abstinence from alcohol 8

Observed drinking paraphernalia at the home 6

Previous treatment for alcohol abuse 5

Suspected partner/spouse of alcohol abuse 3

Previous child affected by fetal alcohol syndrome 1

Serious incident involving intoxication that had resulted in hospitalization 1

Page 145: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

127

4.3.2 FAEE Analysis

All samples were processed and analyzed in either Toronto, Canada (n = 186) or in Berlin,

Germany (n =138), using the same method. The reason for the use of two laboratories was

because earlier samples were processed in Berlin prior to the test being clinically available in

Toronto. Method reliability between laboratories was assessed by comparing 35 samples tested

concurrently by both laboratories. The results confirmed the test to be reproducible with 94 %

agreement between both laboratories, therefore all available data were included in the analysis.

The sample preparation, and HS-SPME/GCMS conditions for FAEE hair analysis have been

previously described (Pragst et al., 2001; Auwarter et al., 2001). Briefly, samples of the proximal

6 cm hair, representing the last 6 months of growth, were obtained and rinsed with water,

followed by a 30-minute wash in heptane. The hair was then finely chopped into fragments

between 1-3 mm, and approximately 20 mg was used for each sample. The samples then

underwent a 15-hour liquid-liquid extraction using dimethyl sulfoxide and n-heptane. The

extracts were then isolated by phase separation and evaporation, and re-suspended in 1 mL of 0.1

M phosphate buffer (pH 7.6). The samples then underwent head-space solid phase

microextraction (HS-SPME) and were analyzed by gas chromatography-mass spectrometry (GC-

MS) using deuterated FAEE as internal standards. FAEE analyzed include: ethyl myristate, ethyl

palmitate, ethyl oleate, and ethyl stearate. Instrumental co-efficient of variation (cv) values for

same-day (intraday) results were below 3%, whereas between-day (interday) cv values were

below 5%. The lowest limit of detection (LOD) and lowest limit of quantification (LOQ) were

0.02 ng/mg and 0.05 ng/mg for ethyl myristate, 0.02 ng/mg and 0.07 ng/mg for ethyl palmitate,

Page 146: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

128

0.04 ng/mg and 0.12 ng/mg for ethyl oleate, and 0.01 ng/mg and 0.04 ng/mg for ethyl stearate,

respectively. Positive levels for excessive drinking were defined as those equal to, or above, 0.50

ng of cumulative FAEE per mg of hair, a cut-off value which has previously been documented to

be 90% sensitive and specific in detecting chronic heavy alcohol use (Pragst and Balikova,

2006).

4.4 Results

4.4.1 Prevalence of Excessive Drinking among Parents

The cohort consisted of 324 subjects, 225 (69 %) women, 96 (30 % men), and for 3 (1%)

individuals the gender was not recorded. Mean age of the cohort was 37 (range 18-66). The rate

of positive samples (≥ 0.5 ng/mg) was 33.3 % (32.4 % among women, and 35.4 % among men)

(n = 324), with similar proportions testing positive between both laboratories for both genders,

confirming inter-lab reliability (Figure 4.1). The majority of samples had cumulative FAEE

levels above 0.2 ng/mg (62 %), and one fifth was above 1.0 ng/mg (19 %). The clinical

distribution of the measured hair FAEE concentrations is presented in Figure 4.2. Ethyl oleate,

followed by ethyl palmitate, were the most prevalent esters when comparing average ester values

for all tests, and for samples that tested positive.

Page 147: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

129

Rate of Positivity

0

1020

30

4050

60

70

8090

100

Total Male Female

Per

cen

t

Positive - Berlin

Positive - Toronto

Figure 4.1 Percent of positive (≥≥≥≥ 0.5 ng/mg) FAEE tests among parents

Page 148: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

130

0

1

2

3

4

5

6

7

8

9

10

11

12

Sample No.

FA

EE

ng

/mg

Alcohol abuse almost certain

Alcohol abuse most probable

Moderate drinking likely

Figure 4.2 Levels of hair FAEE in a cohort of parents (n = 324); alcohol abuse almost

certain above 1.0 ng/mg, most probable above 0.5 ng/mg, and moderate drinking likely

above 0.2 ng/mg

Page 149: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

131

4.4.2 Prevalence of Excessive Drinking among Pregnant Participants

Pregnancy status was available for a subset of 119 cases (mean age 28, range 19 - 50). Of these

119 cases, 26 (23 %) were pregnant either during hair sampling or within the last 6 months prior

to sampling. Of these 26, 10 (38 %) had FAEE hair concentrations above a level that typically

excludes strict abstinence (0.2 ng/mg) and 5 women (19 %) tested positive for excessive

drinking, with levels above 0.5 ng/mg (Figure 4.3). Three of these 5 women had levels above 1.0

ng/mg. In 24 of the pregnant cases, social workers provided approximate pregnancy status during

the time of hair sampling, or birth/due date of the baby (Table 4.2). In cases where social

workers gave the date of birth or due date of the child, pregnancy status at the time of sampling

was estimated by assuming a full term pregnancy (unless otherwise stated by the social worker)

and using the due/birth date and the date of collection (or requisition if collection date was not

available, as was the case in 2 cases).

Page 150: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

132

0

0.5

1

1.5

2

2.5

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26

Sample No

FA

EE

ng

/mg

Alcohol abuse almost certain

Alcohol abuse most probable

Moderate drinking likely

Figure 4.3 Levels of hair FAEE in a cohort of pregnant women (n = 26); alcohol abuse

almost certain above 1.0 ng/mg, most probable above 0.5 ng/mg, and moderate drinking

likely above 0.2 ng/mg

Page 151: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

133

Table 4.2 Hair levels of FAEE and approximate pregnancy status at the time of hair

sampling for women reported to have been pregnant within the 6 months prior to hair

sampling

FAEE (ng/mg) Approximate pregnancy status at sampling 2.20 1 month postpartum 1.84 1 month postpartum*≡ 1.24 2 months postpartum 0.67 3 months pregnant 0.64 Aborted a pregnancy within the last 6 months 0.46 <1 month postpartum 0.45 Miscarried within the last 6 months 0.39 8 months pregnant 0.24 Unknown 0.23 7 months pregnant 0.19 2 months pregnant 0.18 7 months pregnant 0.18 3.5 months postpartum 0.17 3 months pregnant 0.16 7 months pregnant 0.13 Miscarried within the last 6 months 0.11 8 months pregnant 0.09 2 months pregnant* 0.06 6 months pregnant 0.05 20-25 weeks pregnant 0.04 2 months postpartum 0.01 9 months pregnant 0.00 Unknown 0.00 4 months pregnant 0.00 <1 month postpartum 0.00 4 months pregnant

Page 152: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

134

*Exact date of sample collection was unavailable, therefore dating was estimated based on

sample requisition data

≡ Infant was recorded as being born 2 months premature

4.5 Discussion

The current study revealed a high rate of excessive alcohol use among parents investigated by

children’s aid authorities (33 %), with the majority of samples having FAEE levels above a level

which typically excludes strict abstinence. We also report one of the highest rates of excessive

drinking (19 %) ever reported among pregnant women (Ebrahim et al., 1999; Ebrahim et al.,

1998; Stewart and Streiner, 1994; Ethen et al., 2008; Alvik et al., 2006; CDC, 2004; CDC, 2002;

CDC, 1997; Sokol et al., 1980; Chambers et al., 2005; Chambers et al., 2006; Colvin et al., 2007;

O'Connor and Whaley, 2003; Houet et al., 2006; Crome and Kumar, 2007; Caetano et al., 2006;

Magnusson et al., 2005; Alvik et al., 2006). In accordance with our hypothesis, the rate of

excessive alcohol use in this cohort greatly exceeded that which has been found in the general

obstetric population, by hair analysis (7 %) (Wurst et al., 2008a), and which has been reported

for the general adult Canadian population. According to the Canadian Addiction Survey of 2004,

Page 153: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

135

79.3 % of Canadians (78.7 % of Ontarians, 79 % of British Columbians) reported they consumed

alcohol in the past 12 months, however only 7.9 % (10.2 % of Ontarians, 8.2 % of British

Columbians) consumed alcohol more than 4 times a week, and only 12.7 % (12.4 % of

Ontarians, 13.3 % of British Columbians) said their typical usage pattern of alcohol was more

than 5 drinks on occasion (Adlaf et al., 2005). The present cohort was selected for FAEE testing

by social workers, therefore a higher prevalence of alcohol use was expected; nevertheless, the

high level of alcohol use confirms this population is at high risk for having children with FASD

and in need of intervention.

Positive FAEE samples are defined as those equal to or above 0.5 ng/mg of FAEE in hair, and

represent “heavy” or “excessive” chronic alcohol users. The studies upon which the cut-off level

has been established, define heavy drinkers as alcoholic patients in treatment programs and

report the amounts of alcohol they consumed (Auwarter et al., 2004; Wurst et al., 2004;

Auwarter et al., 2001). The reported amounts are between 50 - 400 g ethanol/day (Auwarter et

al., 2004; Auwarter et al., 2001), and 960 - 7600 g ethanol in the last month, mean 4440 g

(representative of the last 6 months) (Wurst et al., 2004). Therefore, if one converts these

amounts into North American standard drinks (SD) (Bondy et al., 1999; National Institute on

Alcohol Abuse and Alcoholism, 2005), heavy drinkers, or excessive alcohol users, according to

the 0.5 ng/mg cut-off are defined as people who consume between approximately 4 - 29 drinks a

day or 70 - 558 drinks (mean 326 drinks) a month.

It is clear from this definition of heavy drinking that testing positive for hair FAEE is indicative

of severe chronic alcohol use, and represents alcohol consumption in great excess of the

Canadian low-risk drinking guidelines (Bondy et al., 1999). The high FAEE cut-off level is

Page 154: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

136

extremely important, as it identifies individuals well within the alcohol exposure known to cause

FASD and generally avoids lower levels, for which the association with FASD is still

controversial (Jacobson and Jacobson, 1994). While the cut off of 0.5 ng/mg may exclude some

women who drink excessively (10 %), for the most part (90%), it avoids the serious issue of

misclassifying social drinkers as chronic serious drinkers, and thus, minimizes the complexities

of wrong assignment of pregnant women as alcohol abusers.

In addition, examining alcohol use in the family, specifically drinking by male partners of

women, as a contributing factor in the occurrence of FASD is an issue that has not received

much attention. Clearly maternal alcohol use during pregnancy is a necessary factor in the

etiology of FASD, however, several studies have discussed the role of paternal alcohol use both

as a direct teratogenic factor, and as a contributing factor towards maternal alcohol use before

and during pregnancy. Several animal studies have demonstrated direct effects of paternal

alcohol use resulting in a number of genetic conditions, birth defects, and negative impacts on

cognitive ability and intelligence in the offspring, however this field remains largely

understudied (Gearing et al., 2005; Abel and Tan, 1988; Abel, 1995b; Abel et al., 1990; Abel,

1993; Bielawski and Abel, 1997; Abel, 1991). Most importantly, paternal alcohol use has been

shown to be a strong determinant of maternal alcohol use during pregnancy (Gearing et al.,

2008). For example, having a stable relationship with strong emotional and social support, and a

planned pregnancy can help to reduce alcohol use during pregnancy, whereas having an

alcoholic partner who is not supportive of alcohol abstinence efforts or perhaps abusive can have

the opposite effect (Gearing et al., 2005; Gearing et al., 2008). Alcohol use in the family has also

been linked to increased risk of child abuse and future alcohol abuse by children, predisposing

children to behaviors perpetuating the occurrence of FASD as they grow into child bearing years

Page 155: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

137

(Gearing et al., 2005; Jaudes et al., 1995; Smith et al., 2007; Fluke et al., 2008a; Barr et al., 2006;

Baer et al., 2003; Baer et al., 1998; Seljamo et al., 2006). Therefore, a familial approach in the

detection of alcohol use is warranted for advances in FASD research and intervention programs.

It is important to acknowledge the limitations of the current study. The present study was based

on the evaluation of clinical records and corresponding test results of requested samples.

Therefore, data regarding subjects such as sex, pregnancy status, demographic information, and

reported alcohol intake, was limited, and if available was provided by the social worker. Also,

the possibility of false positives has been documented in individuals using hair products

containing over 62.5 % ethanol on a regular basis (Hartwig et al., 2003), therefore, clinical data

should be evaluated in conjunction with FAEE hair test results in order to accurately assess

alcohol exposure. It would also have been interesting to compare maternal FAEE levels in

relation to paternal FAEE, however due to the limitations of the study design this was not

possible.

Nevertheless, the results of the current study demonstrate that the FAEE hair test is effective in

corroborating clinical suspicion of heavy alcohol use in families suspected of abusing alcohol

based on clinical and social data, and that these families are indeed at greater risk of having

children with FASD. The present study is also the first to describe the use of FAEE hair analysis

in establishing heavy drinking in pregnancy, a necessary criteria for the diagnosis of FASD, in a

population at-risk for producing children with FASD. The FAEE hair test provides a unique

advantage of being able to confirm or refute clinical suspicions of chronic alcohol abuse in an

objective manner. Our results suggest that FAEE hair analysis may be a powerful tool in

detecting heavy alcohol use in the perinatal context to help target resources to reduce the

Page 156: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

138

incidence and severity of FASD. Further research using the FAEE hair test in pregnant women

and their offspring is recommended.

Page 157: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

139

5 Agreement between FAEE Hair Test for Alcohol and Social Workers’ Reports

5.1 Abstract

Aims: To examine the relationship between social worker reports and the novel FAEE biological

marker. Design, Setting, Methods: In 2005 in Toronto, Canada, we established a new diagnostic

program measuring hair FAEE to detect excessive parental drinking in a high-risk population for

having children with FASD. A cross-sectional study of all cases submitted by CPS between

May-December of 2007 (n = 172) was performed comparing social worker reports to FAEE test

outcome using odds ratio analysis. A sub-analysis of mothers (n = 119), excluding fathers, was

also performed. Results: Factors associated with testing positive for hair FAEE in parents, and

mothers alone, were: the social worker having knowledge of a specific instance of problem

drinking within the past 6 months (OR = 5.11, 2.57-10.16), (OR = 8.51, 3.59-20.18),

respectively, and having received a third party report in regards to parental drinking (OR = 3.31,

1.69-6.46), (OR = 3.30, 1.45-7.50), respectively. Also, having mothers admit to heavy drinking

(OR = 6.74, 1.50-30.38) was associated with testing positive for hair FAEE. Factors negatively

associated with testing positive for hair FAEE were: social workers testing for FAEE without the

suspicion of alcohol use but rather as a measure to “cover all bases”, or because of a

history/suspicion of illicit drug use (OR= 0.09, 0.02 – 0.40), (OR = 0.2, 0.07-0.55), respectively,

Page 158: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

140

and in mothers alone, (OR = 0.13, 0.03-0.58), (OR = 0.26, 0.08-0.80), respectively.

Furthermore, clinical agreement of 11 out of 15 social worker reports was observed between the

amount of alcohol consumed by parents and FAEE test outcome. Conclusion: This is the first

time the FAEE hair test is being used in the context of assessing parental alcohol use in a high-

risk population and our results show the FAEE hair test agrees well with social worker reports.

Reported factors directly related to alcohol use were significantly associated with testing positive

for excessive alcohol use, whereas factors not directly related to alcohol use were negatively

associated with testing positive.

Page 159: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

141

5.2 Introduction

The consumption of alcohol during pregnancy can result in birth defects, neurodevelopmental

delay, learning disabilities, and maladaptive behaviour (Sokol et al., 2003; Streissguth, 1992;

Streissguth et al., 1994; Baer et al., 2003; Streissguth et al., 2004). FASD is one of the most

prevalent causes of cognitive handicaps among children in North America (Abel and Sokol,

1987; Abel and Sokol, 1986; Abel, 1995a; Sampson et al., 1997; Abel, 1995a). Diagnosis

requires the establishment of maternal alcohol consumption during pregnancy (Chudley et al.,

2005); however, maternal self-reports of are often unreliable (Russell et al., 1996; Ernhart et al.,

1988; Wurst et al., 2008a; Alvik et al., 2006; Alvik et al., 2006; Alvik et al., 2006), therefore the

majority of cases are not diagnosed (Streissguth et al., 2004; Olson et al., 2007). Identification

and diagnosis are key for intervention, however families at risk for having children with FASD

are equally hard to identify because parents are reluctant to divulge heavy drinking habits. This

has led us to propose using the FAEE hair test as an objective biological marker to assess

parental alcohol use in the context of FASD research and diagnosis.

FAEE are a group of non-oxidative metabolites produced when ethanol is esterified to fatty acids

in the body by one of several enzymes, primarily FAEE synthase (Laposata, 1998b). First

detected in rabbit myocardial tissue (Lange et al., 1981) and suspected of being involved in

ethanol induced toxicity (Lange, 1982; Laposata and Lange, 1986; Laposata, 1998a), FAEE have

since been detected in human pancreas, liver, heart, brain, and white blood cells (Laposata and

Lange, 1986; Laposata et al., 1987; Ben-Eliyahu et al., 1996). FAEE have also been shown to be

Page 160: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

142

useful intermediate markers of alcohol exposure in blood (Doyle et al., 1994; Doyle et al., 1996),

and retrospective markers of alcohol use post-mortem in adipose and liver tissue (Refaai et al.,

2002). Also, FAEE have been used as markers of fetal alcohol exposure in meconium with

success (Chan et al., 2004a; Bearer et al., 2003), however meconium is only available for the

first 2-3 days of infant life. Hair on the other hand, is available for 1-3 months or more after birth

in the neonate, and longer in the mother.

Cumulative levels of FAEE, specifically, ethyl myristate, palmitate, oleate, and stearate, have

been measured in the hair of alcoholics and have successfully distinguished them from social and

non-drinkers (Pragst and Balikova, 2006; Wurst et al., 2004). Low baseline levels of FAEE exist

in non-drinkers, therefore a cut-off level needs to be used in order to differentiate heavy drinkers

from social and non-drinkers. A cut-off level of equal to or above 0.5 ng of cumulative FAEE

per mg hair has been established to differentiate excessive alcohol use (a positive result) for

social use or abstinence. This cut-off level offers 90% sensitivity and specificity in detecting

excessive drinking (Pragst and Balikova, 2006). Levels between 0.2-0.5 ng/mg are typically

indicative of social use and generally exclude strict abstainers, whereas levels exceeding 1.0

ng/mg are considered highly positive, and are nearly 100% specific to heavy alcohol use, but

offer lower sensitivity. Consequently, the cut-off level of 0.5 ng/mg is used clinically to

distinguish a positive result (Pragst et al., 2001; Auwarter et al., 2001; Pragst and Balikova,

2006; Pragst and Yegles, 2008).

Until recently the FAEE hair test was primarily used in the clinical context of diagnosing heavy

alcohol use in alcohol abusers, and in the medico-legal context of assessing cases involved with

driving under the influence of alcohol (Wurst et al., 2008b; Kintz, 2007). However, a recent pilot

Page 161: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

143

study using the FAEE hair test in pregnant women with low alcohol consumption was performed

(Wurst et al., 2008a). The study employed the FAEE hair test among other biomarkers including

the ethyl glucoronide hair test, to evaluate the additional benefit of using alcohol biomarkers

over maternal self-report for assessing alcohol use in pregnancy (Wurst et al., 2008a). The study

demonstrated a substantial benefit of biomarkers over maternal self-report. The FAEE hair test

found 3 % of women positive for excessive alcohol use, and 7 % positive by combined FAEE

and EtG hair tests (Wurst et al., 2008a). EtG is another minor metabolite of alcohol metabolism

formed when alcohol is conjugated with activated glucoronic acid. Studies investigating the

measurement of EtG in hair have demonstrated the test to be highly specific in the detection of

heavy alcohol users, but lacking sensitivity with respect to the detection of moderate alcohol

users, and some heavy alcohol users (Skopp et al., 2000; Alt et al., 2000; Janda et al., 2002;

Yegles et al., 2004; Jurado et al., 2004; Klys et al., 2005; Politi et al., 2006; Morini et al., 2006;

Politi et al., 2007; Appenzeller et al., 2007a; Appenzeller et al., 2007b; Politi et al., 2008; Pragst

and Yegles, 2008). The FAEE hair test appears to be more sensitive, detecting even most social

drinkers and therefore may be better suited for the detection of alcohol use during pregnancy,

when women may curb their typical alcohol intake.

In October 2005, our laboratory established a new diagnostic program using FAEE hair analysis

in order to diagnose excessive parental drinking. Since that time period we have observed an

overall 33 % level of positivity for heavy drinking (Kulaga et al., 2008), indicating that the

cohort of parents we test is at high-risk for having children with FASD. The majority of cases

referred for FAEE testing are referred by CPS for suspicion of alcohol abuse, however some are

referred for other reasons such as to confirm abstinence, for example. Given this is the first time

to apply the FAEE hair test in the context of assessing parental alcohol use in an at-risk

Page 162: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

144

population, we wanted to know if agreement between social worker reports and FAEE test

outcome exists. Therefore, the objective of the present study was to examine the relationship

between social worker reports and the novel FAEE biological marker.

5.3 Materials and Methods

5.3.1 Study Sample

All samples ordered for FAEE testing at the Motherisk Laboratory by any CPS between May and

December of 2007, were included in the analysis (n =172). Social worker reports consisted of

clinical intake questionnaire filled out over the telephone upon requisition of the test. All CPS

organizations were based in Canada with the majority residing in Ontario and British Columbia.

5.3.2 FAEE Analysis

All samples were processed and analyzed for FAEE using methodology adapted from a

previously published method (Pragst et al., 2001). Sample preparation, HS-SPME, and GCMS

conditions for FAEE hair analysis are described in detail in published works (Pragst et al., 2001;

Auwarter et al., 2001). Briefly, 6 cm hair samples, representing the last 6 months of growth,

were extracted for 15 hours using a liquid-liquid extraction involving dimethyl sulfoxide and n-

heptane, after which the extracts were isolated by phase separation and evaporation, then re-

Page 163: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

145

suspended in 0.1 M phosphate buffer (pH 7.6). The samples then underwent HS-SPME and were

analyzed by GCMS using deuterated FAEE as internal standards. Instrumental cv values for

same-day (intraday) results were below 3%, whereas between-day (interday) cv values were

below 5%. LOD and LOQ were 0.015 ng/mg and 0.05 ng/mg for ethyl myristate, 0.02 ng/mg and

0.07 ng/mg for ethyl palmitate, 0.04 ng/mg and 0.12 ng/mg for ethyl oleate, and 0.01 ng/mg and

0.04 ng/mg for ethyl stearate, respectively.

5.3.3 FAEE Hair Test Intake Questionnaire Filled by Social Workers

The questionnaire consisted of 4 questions (3 yes/no, and 1 open-ended) that were administered

to social workers over the telephone upon requisition of the FAEE hair tests. The questions were:

1. Do you know if the client was pregnant at the time of sampling or in the 6 months prior

to sampling?

2. Are you aware of specific instances of problem drinking in this individual over the six

months prior to hair sampling?

3. Do you know how much alcohol the person consumed on average either per day or per

week, during the 6 months prior to sampling?

4. What led you to suspect alcohol abuse in this patient or what was the reason for

requesting the alcohol hair test?

Page 164: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

146

Answers for open-ended question number four were later grouped into 16 categories for analysis:

1) third party reports alleging alcohol abuse, 2) admission to some use of alcohol including

heavy amounts, 3) substantiated history of drinking, 4) history or suspicion of illicit drug use, 5)

all drug hair tests requested to "cover their bases", 6) recorded criminal behaviour associated

with alcohol use, 7) recorded ethanol intoxication or testing positive for alcohol, 8) admission to

heavy amounts of alcohol use, 9) to confirm subject's abstinence, 10) observed drinking

paraphernalia at the home, 11) previous treatment for alcohol abuse, 12) partner/spouse abuse or

suspected abuse of alcohol, 13) by accident, 14) don’t know 15) previous child affected by fetal

alcohol syndrome, 16) serious incident involving intoxication that had resulted in hospitalization.

5.4 Statistics

Odds ratio analysis was performed to evaluate if FAEE levels above 0.5 ng/mg, or 1.0 ng/mg, in

parents and in mothers alone, were associated with any risk factors identified by social workers

in clinical intake questionnaires. Question 1 was evaluated only in females as it pertained to

pregnancy. Question 3 and the following categories for question 4: 13) by accident, 14) don’t

know, 15) previous child affected by fetal alcohol syndrome, and 16) serious incident involving

intoxication that had resulted in hospitalization, were excluded from odds ratio analysis as data

was either insufficient or inconsequential such as “by accident”, for example. Furthermore, data

catagories could not be grouped for analysis nor could multivariate analysis be performed as the

Page 165: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

147

categories were not mutually exclusive (i.e. many social workers reported several reasons for

requesting FAEE test).

5.5 Results

Thirty three percent of parents tested positive for FAEE above 0.5 ng/mg (56/172 parents, and

40/119 women). The social worker having knowledge of a specific instance of problem drinking

within the 6 months prior to hair sampling strongly predicted testing positive for heavy alcohol

use in parents (OR = 5.11, 2.57 – 10.16), and in mothers alone (OR = 8.51, 3.59-20.18).

Fifteen social workers recorded the amounts of alcohol parents may have consumed on average.

Strong agreement between the reported amount of alcohol intake and the FAEE hair test result

(positive or negative) was observed; 9 out of 13 subjects that were reported to use heavy amounts

of alcohol tested positive, and the two subjects that either claimed abstinence or were reported to

use low amounts of alcohol tested negative (Table 5.1).

Page 166: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

148

Table 5.1 Hair FAEE in parents and reported alcohol intake by social worker

Result (ng/mg) Gender Pregnant Social Worker Report 2.55 Male n/a Self-reported 6 drinks per day 2.50 Female No 2-6 drinks, 4-7 times a week 2.20 Female Yes 6 drinks every other day 1.89 Male n/a 12 drinks per day 1.79 Female No Drank daily, unknown amount 1.22 Male n/a Self-reported 3-4 drinks, 2-4 times a month, sometime 6 or more drinks 1.02 Female No Binge on weekends, unknown amount 0.74 Female No 3-4 drinks per day 0.65 Male n/a A few drinks per day 0.39 Female Yes Drank on daily basis 0.21 Female No Self-reported abstinent except on one occasion when she had 2-3 drinks 0.15 Female No 15-20 drinks per occasion every weekend or every other weekend 0.13 Female No Self-reported 1-2 beers, 1-2 times a month 0.02 Female No 3-5 drinks per day 0.00 Female No A lot, unknown frequency or amount

The three main reasons for requesting an alcohol hair test were 1) receiving a third party report,

2) the parent admitting to using alcohol, and 3) the parent having had a substantiated history of

drinking (Table 5.2). (Note the reasons were not mutually exclusive therefore the percent of

social workers reporting different reasons will not sum to one hundred percent). Receiving a

third party report was significantly associated with testing positive for heavy alcohol exposure in

parents, and in women alone (Table 5.2 and 5.3). The fourth and fifth most common reasons for

testing positive for hair FAEE were: having a history or suspicion of illicit drug use, and

requesting all drug hair tests available in order to “cover the social worker’s bases” and these

were negatively associated with testing positive for heavy alcohol use (Tables 5.2 and 5.3).

Page 167: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

149

When women were analyzed separately, self-admission of heavy alcohol use was significantly

associated with testing highly positive for hair FAEE (Table 5.3). Twenty-six out of 119 women

were reported as being pregnant within the last six months prior to hair sampling, and pregnancy

was not associated (positively or negatively) with testing positive for hair FAEE. Five out of 26

(19 %) pregnant women were found positive for heavy alcohol exposure.

Table 5.2 Reasons why social workers suspected alcohol abuse/ordered FAEE hair test for

parents (n = 172)

* Denotes statistical significance.

Page 168: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

150

Table 5.3 Reasons why social workers suspected alcohol abuse/ordered FAEE hair test for

mothers (n = 119)

* Denotes statistical significance.

Page 169: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

151

5.6 Discussion

Our laboratory is the first to apply the FAEE hair test in the context of assessing parental alcohol

use in a population at high-risk of having children with FASD. Our results show the FAEE hair

test is a useful in corroborating and confirming social workers’ suspicion of heavy alcohol use by

parents when it is present. Reported factors directly related to alcohol use were significantly

associated with testing positive for excessive alcohol use, whereas factors not directly related to

alcohol use were negatively associated with testing positive. In addition, there was strong

agreement between the reported amount of alcohol intake and the FAEE hair test result (positive

or negative), with 11 out of 15 results agreeing with social worker reports.

Factors associated with testing positive for FAEE can also be viewed by social workers as risk

factors or predictive factors for heavy alcohol use by parents. Specifically, social workers having

knowledge of a specific instance of problem drinking within the past 6 months resulted in a five-

fold increased risk for parents testing positive for excessive alcohol use. Similarly, social

workers receiving third party reports alleging that the parent was drinking resulted in a 3-fold

increased risk for testing positive. These risk factors were also significant when mothers were

analyzed separately, except that mothers were 8 times more likely to be positive for FAEE if the

social worker was aware of instances of problem drinking within the past 6 months.

Furthermore, when mothers self-reported using heavy amounts of alcohol they were 7 times

more likely to test highly positive (above 1.0 ng/mg) for hair FAEE. This association was not

observed when mothers and fathers were analyzed together, and was only significant for FAEE

Page 170: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

152

levels above 1.0 ng/mg, and not when applying the 0.5 ng/mg cut-off level. This suggests that the

added specificity of the higher cut-off level was required to reach statistical significance. These

results suggest that hair analysis of FAEE may be a more sensitive marker of alcohol exposure in

women as compared to men, and therefore specificity may be lower in women at comparable

levels. Previous investigations have mainly focused on men (Auwarter et al., 2001; Pragst et al.,

2001; Wurst et al., 2004), and further investigation using this marker in women is clearly

warranted. It does however remain a possibility that this observation may have resulted from

women being more truthful about their alcohol intake relative to men but this remains

speculative at this point.

Pregnancy status was not associated with likelihood to test positive or negative for FAEE,

suggesting that being pregnant did not affect the drinking habits of this cohort. Alternatively, the

present study may have lacked the statistical power to detect such an effect. Regardless of the

fact weather or not women curtail their drinking habits during pregnancy, five out of 26 (19 %)

pregnant women were found positive for heavy alcohol exposure. Although this figure is less

than that found for the entire cohort (33 %), it is still staggeringly high, confirming this cohort is

indeed at risk for having children with FASD. In addition, the social workers reported that one of

these women consumed 6 alcoholic drinks every other day. To the best of our knowledge this is

the first study to report data on alcohol consumption for a women who has tested positive for

hair FAEE during pregnancy.

Also important is the fact that requesting an FAEE hair test without the suspicion of alcohol use,

but solely as a measure to “cover all bases” by the social worker, or because illicit drug use was

documented or suspected, was negatively associated with testing positive for hair FAEE in

Page 171: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

153

parents. Our results therefore strongly suggest that if there are no indications for social workers

to suspect alcohol abuse, parents are less likely to test positive for alcohol, most likely because

alcohol abuse is too obvious to go unsuspected in families involved with CPS.

Parental alcohol abuse is a major concern for child welfare because it puts families at high risk of

having children with FASD, and providing poor rearing environments that can be equally

harmful (Curtis and McCullough, 1993; Freisthler et al., 2007; Freisthler and Weiss, 2008). A

recent study by Sarkola et al. found that daily alcohol consumption before and/or during

pregnancy, among other factors, was significantly associated with out-of-home placement of

children (Sarkola et al., 2007). Several studies have demonstrated that rearing environment can

have an even larger negative impact on children than prenatal exposure to drugs and alcohol

itself (Arendt et al., 2004; Lewis et al., 2004; Thyssen Van et al., 2000). Furthermore, studies

involving fetal alcohol affected children have shown a child’s rearing environment to be critical

in determining a child’s progress and positive/negative outcomes (Cone-Wesson, 2005).

A recent Canadian study confirmed suspicions of a high prevalence of FASD among children’s

aid client families (Gough and Fuchs, 2006). The study reported that out of children with

disabilities in the care of child welfare services in Manitoba, 34 % were diagnosed with FASD,

representing 11 % of all children in care (Gough and Fuchs, 2006). Furthermore, parental

alcoholism and drug use have been strongly associated to child neglect and abuse, both

detrimental to the child’s development and well-being (Jaudes et al., 1995; Kelleher et al., 1994;

Walsh et al., 2003; Nair et al., 2003; Fluke et al., 2008b). Consequently, identifying parental

alcohol abuse and risk factors associated with that use is of critical importance for social workers

to be able to identify families in need of intervention.

Page 172: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

154

In conclusion, the present study shows that social worker reports are in agreement with the novel

FAEE biomarker test results, confirming that the FAEE hair test is useful in corroborating and

confirming social workers’ suspicion of heavy alcohol use by parents. Furthermore, we identified

predictive factors associated with heavy alcohol use in parents, and mothers specifically. This is

also the first study to report alcohol consumption data among pregnant women testing positive

for hair FAEE. We suggest the FAEE hair test has potential for use in the context of FASD

research and diagnosis.

Page 173: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

155

6 Correlation between Alcohol and Other Drugs of Abuse by Hair Analysis: Parents At-Risk for Having Children with FASD and Polydrug Exposures

6.1 Abstract

The FAEE hair test, a biomarker of excessive alcohol exposure, has demonstrated potential for

use in FASD diagnosis. FASD may be compounded by polydrug exposure. Our objective was to

determine the risk of other drug abuse among parents testing positive for excessive alcohol use

by FAEE hair analysis. Samples submitted for FAEE hair analysis by CAS between October

2005 and May 2007, also concurrently tested for cocaine, cannabinoids, opiates,

methamphetamine, amphetamine, barbiturates, benzodiazepines, methadone, and or oxycodone,

were included in our analysis. Subjects consisted of parents suspected of using excessive

amounts of alcohol. Parents with heavy chronic alcohol use were found to have a 5-fold

increased risk of testing positive for methamphetamine (OR = 4.7, 1.1 –19.1), and a 2-fold

increased risk for testing positive for cocaine (OR = 2.3, 1.0 – 5.3). Parents with heavy chronic

alcohol use also were found less likely to test positive for methadone (OR = 0.79, 0.63 – 0.99).

Mothers with heavy chronic alcohol use were found to have a 3-fold increased risk of testing

positive for cocaine (OR = 3.26, 1.1 – 9.7). The positive predictive values (PPV) of most hair

drug tests in predicting positive FAEE tests were upwards of 30 %, with the highest being 100 %

Page 174: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

156

for benzodiazepines, followed by methamphetamine, which had a PPV of 56 %. Our results

suggest that parents abusing alcohol are at greater risk of using stimulants, which may put their

unborn children at further risk. When assessing babies exposed in-utero to alcohol, it is also

critical to address the possibility of exposure to other drugs of abuse. Furthermore, because

testing positive for stimulants was found to be a positive predictor for excessive alcohol use, a

full-scale evaluation of any relevant children for FASD should be considered.

Page 175: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

157

6.2 Introduction

Exposure to alcohol during pregnancy can have devastating consequences for the fetus,

producing life-long impairments including birth defects, mental retardation, learning disabilities,

and maladaptive behaviour (Sokol et al., 2003; Streissguth, 1992; Streissguth et al., 1994; Baer et

al., 2003; Streissguth et al., 2004). FASD, is one of the most prevalent causes of neurocognitive

handicap among children in North America, with a frequency estimated to be as high as 1 in 100

births (Abel and Sokol, 1987; Abel and Sokol, 1986; Abel, 1995a; Sampson et al., 1997; Abel,

1995a). Presently the majority of these cases remain undiagnosed early in life when

interventions can be relatively effective (Streissguth et al., 2004; Olson et al., 2007). A serious

challenge in diagnosis is the need to establish evidence of excessive maternal consumption of

alcohol during pregnancy (Chudley et al., 2005), as maternal self-reports of are often unreliable

(Russell et al., 1996; Ernhart et al., 1988; Wurst et al., 2008a; Alvik et al., 2006; Alvik et al.,

2006; Alvik et al., 2006). Therefore, a biological marker that can determine past or chronic

heavy alcohol use in the mother would greatly facilitate the detection and diagnosis of children

with FASD.

Recently, there has been a growing body of evidence that the measurement of FAEE in hair

could be used as biomarker for excessive alcohol use, and aid in FASD diagnosis and

intervention (Wurst et al., 2008a; Pragst and Yegles, 2008; Kulaga et al., 2008). Although the

majority of alcohol is metabolized oxidatively to acetaldehyde and then to acetic acid, a portion

undergoes non-oxidative metabolism, resulting in the formation of FAEE. FAEE are produced

Page 176: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

158

when ethanol is conjugated with fatty acids in the body, a reaction that is most often catalysed by

FAEE synthase, or AEAT (Laposata, 1998b). Cumulative levels of four FAEE, ethyl myristate,

palmitate, oleate, and stearate, measured in hair have been shown to be highly sensitive and

specific in the detection of excessive drinking in adults (Pragst and Balikova, 2006; Wurst et al.,

2004).

Since the FAEE hair test’s inception, the test has been validated and used in the medical context

of alcohol abuse and the medicolegal context of assessing alcohol exposure in cases of driving

under the influence of alcohol (Wurst et al., 2008a; Pragst and Yegles, 2008). Since then there

has been a growing interest in using the test to assess alcohol use in the perinatal context. A

recent pilot study conducted in Sweden (n = 103) investigated whether biomarkers of alcohol

consumption would provide additional information to the use of a validated alcohol

questionnaire in pregnant women. The study reported that the investigators were able to detect

alcohol consumers by FAEE hair analysis that were previously undetected by questionnaire or

other markers alone (Wurst et al., 2008a). In our laboratory we have recently described for the

first time ever the use of the FAEE hair test in a cohort of parents at high-risk for having children

with FASD and reported a prevalence of 33% for excessive alcohol use (Kulaga et al., 2008).

Women who consume excessive amounts of alcohol also tend to have many other reproductive

risk factors that need be considered. Among poor prenatal care and nutrition, poverty and

neglect, epidemiological studies have suggested women who drink alcohol are also at higher risk

to consume other recreational drugs concomitantly (Alpert et al., 1981; Project CHOICES

Research Group, 2002; Weiner et al., 1983; Sokol et al., 1980; Abel and Hannigan, 1995;

Page 177: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

159

Snodgrass, 1994). Therefore, the objective of the current study was to determine the risk of other

drug abuse among parents testing positive for heavy chronic alcohol use by FAEE hair analysis.

6.3 Materials and Methods

6.3.1 Study Sample

Starting in October 2005, we established a diagnostic program for hair analysis of FAEE to

detect excessive parental drinking. Samples ordered for FAEE testing at the Motherisk

Laboratory by CAS between October 2005 and May 2007 (n = 224) that were also concurrently

tested for any of the following drugs: cocaine (n = 205), cannabinoids (n = 196), opiates (n =

136), methamphetamine (n = 94), amphetamine (n = 83), benzodiazepines (n = 65), barbiturates

(n = 61), methadone (n = 21), and oxycodone (n = 9), were evaluated. All CAS organizations

were based in Canada with the majority residing in Ontario and British Columbia. CAS clients

that underwent hair testing consisted of parents at risk of having children with FASD, based on

clinical suspicion of chronic heavy alcohol use.

Page 178: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

160

6.3.2 FAEE Analysis

All samples were processed and analyzed for FAEE in either Toronto, Canada or in Berlin,

Germany, using similar methodology. The reason for the use of two laboratories was because

earlier samples were processed in Berlin prior to the test being clinically available in Toronto.

Quality assurance testing was performed where numerous samples were concurrently analyzed in

both laboratories and compared. The results confirmed the tests to be reproducible between both

laboratories, therefore all available data was included in the analysis.

The sample preparation, and HS-SPME/GCMS conditions for FAEE hair analysis have

previously been described (Pragst et al., 2001; Auwarter et al., 2001). Briefly, 6 cm hair samples,

representing the last 6 months of growth, underwent a 15-hour liquid-liquid extraction using

dimethyl sulfoxide and n-heptane, after which extracts were isolated by phase separation and

evaporation, then re-suspended in 0.1 M phosphate buffer (pH 7.6). The samples then underwent

HS-SPME and were analyzed by GCMS using deuterated FAEE as internal standards.

Instrumental cv values for same-day (intraday) results were below 3%, whereas between-day

(interday) cv values were below 5%. The LOD and LOQ were 0.015 ng/mg and 0.05 ng/mg for

ethyl myristate, 0.02 ng/mg and 0.07 ng/mg for ethyl palmitate, 0.04 ng/mg and 0.12 ng/mg for

ethyl oleate, and 0.01 ng/mg and 0.04 ng/mg for ethyl stearate, respectively.

6.3.3 Drug Analysis

Samples were analyzed for amphetamine, methamphetamine, barbiturates, benzodiazepines,

cannabinoids, cocaine, opiates, methadone, or oxycodone using ELISA by standard methods of

Page 179: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

161

the Motherisk laboratory. Briefly, approximately 5-10 mg of hair was weighed and then

thoroughly mulched using scissors. Then 1 mL of methanol was added to each sample. The vials

were then capped and incubated at 56° C for 15-18 hours. Supernatent was then transferred,

evaporated, and reconstituted in 400 µL phosphate buffer solution (PBS) (pH 7.4). The samples

were analyzed twice by ELISA using kits from Immunalysis and Neogen. An 8-point calibration

curve of fresh standards with concentrations ranging from 0.1 ng/mL to 100 ng/mL was prepared

from stock solutions obtained from Cerilliant, Texas, USA. Stock solutions were spiked into

reconstituted PBS solution after evaporation of drug-free hair and then diluted as appropriate for

each drug. LOD for all drugs except methadone was 0.1 ng/mL, and LOQ was 0.1 ng/mL for

cannabinoids, cocaine, opiates, and oxycodone, and 0.2 ng/mL for amphetamine,

methamphetamine, and barbiturates, and 0.15 ng/mL for benzodiazepines. LOD and LOQ was

0.2 ng/mL for methadone. Results were confirmed by GCMS analysis.

6.3.4 Statistics

Logistic regression was performed to evaluate if an association was present between having

FAEE hair levels above 0.5 ng/mg, or 1.0 ng/mg, and testing positive for any drugs in hair. We

also calculated sensitivity, specificity, and predictive values of other drugs in predicting

excessive alcohol use.

Page 180: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

162

6.4 Results

Of samples tested for FAEE, 57 % had levels of FAEE above 0.2 ng/mg, 29 % above 0.5 ng/mg,

and 16 % above 1.0 ng/mg. Also, there was up to a 53 % positivity rate for concomitantly tested

drugs, with the highest being for cocaine (Table 6.1). The sensitivity, specificity, positive

predictive values, negative predictive values, and efficiency of each drug in predicting excessive

alcohol use are given in Table 6.2. Methamphetamine showed the highest efficiency in

predicting FAEE results, followed by benzodiazepines, while testing positive for cannabinoids

had the greatest sensitivity in detecting alcohol users. Significant odds ratios were found between

testing positive for FAEE above 0.5 ng/mg and methamphetamine (OR = 4.7, 1.1 –19.1), and

between testing positive for FAEE above 1.0 ng/mg and cocaine (OR = 2.3, 1.0 – 5.3) (Table

6.3). A significant negative association was found between testing positive for FAEE above 1.0

ng/mg and methadone (OR = 0.79, 0.63 – 0.99) (Table 6.3). Also, after excluding samples from

fathers and examining mothers, a significant association was found between testing positive for

FAEE above 1.0 ng/mg and cocaine (OR =3.26, 1.10 – 9.71) (Table 6.4).

Page 181: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

163

Table 6.1 Number of drug tests that returned positive results and the number of drug tests

that were positive for both drugs and FAEE

N

Drug Positive (No.)

Drug Positive (%)

Drug and FAEE Positive (No.)

Drug and FAEE Positive (%)

Cocaine 205 109 53.2 35 17.1 Cannabinoids 196 68 34.7 23 11.7 Opiates 136 32 23.5 10 7.4 Methamphetamine 94 9 9.6 5 5.3 Amphetamine 83 3 3.6 1 1.2 Benzodiazepines 65 2 3.1 2 3.1 Barbituates 61 0 0.0 0 0.0 Methadone 21 4 19.0 1 14.8 Oxycodon 9 2 22.2 0 0.0

Table 6.2 Predictive value of drug tests in predicting FAEE results

Sensitivity Specificity PPV NPV Efficiency Cocaine 27.8% 77.1% 31.3% 74.0% 63.6% Cannabinoids 41.1% 67.9% 33.8% 74.2% 60.2% Opiates 27.8% 78.4% 31.3% 75.5% 65.2% Methamphetamine 21.7% 94.4% 55.6% 78.8% 76.6% Amphetamine 4.2% 96.6% 33.3% 71.3% 69.9% Barbituates 0.0% 100.0% N/A 72.1% 72.1% Benzodiazepines 11.1% 100.0% 100.0% 75.0% 75.8% Methadone 27.8% 40.5% 31.3% 36.6% 34.2% Oxycodon 0.0% 71.4% 0.0% 71.4% 55.6%

Page 182: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

164

Table 6.3 Odds ratio and confidence intervals for associations between parents testing

positive for various drugs and testing positive for hair FAEE above 0.5 ng/mg, and 1.0

ng/mg

FAEE above 0.5 ng/mg FAEE above 1.0 ng/mg OR CI OR CI

Cocaine 1.59 (0.85-2.97) 2.31* (1.00-5.32) Cannabinoids 1.47 (0.78-1.47) 1.23 (0.56-2.71) Opiates 1.36 (0.57-3.25) 0.92 (0.28-3.02) Methamphetamine 4.65* (1.13-19.13) 1.92 (0.35-10.46) Amphetamine 1.24 (0.11-14.34) 0.96 (0.91-1.01) Benzodiazepines 1.13 (0.96-1.33) 6.00 (0.34-104.79) Methadone 1.56 (0.12-20.61) 0.79* (0.626-1.00) Oxycodon 0.71 (0.45-1.14) n/a n/a

* Indicates statistical significance

Page 183: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

165

Table 6.4 Odds ratio and confidence intervals for associations between mothers testing

positive for various drugs and testing positive for hair FAEE above 0.5 ng/mg, and 1.0

ng/mg

FAEE above 0.5 ng/mg FAEE above 1.0 ng/mg OR CI OR CI

Cocaine 2.01 (0.94-4.29) 3.26* (1.10-9.71) Cannabinoids 1.02 (0.45-2.33) 0.77 (0.26-2.28) Opiates 1.93 (0.72-5.20) 0.94 (0.23-3.79) Methamphetamine 4.08 (0.89-18.72) 2.57 (0.43-15.30) Amphetamine 1.06 (0.94-1.18) 0.98 (0.94-1.02) Benzodiazepines 1.17 (0.94-1.45) 5.57 (0.31-99.87) Methadone 2.17 (0.14-32.53) 0.82 (0.66-1.03) Oxycodon 0.83 (0.58-1.19) n/a n/a

* Indicates statistical significance

6.5 Discussion

The current study revealed a significant association between alcohol and other drug use. More

specifically, testing positive for hair FAEE was significantly associated with testing positive for

stimulants, methamphetamine and cocaine, in hair. Parents who were found to chronically use

heavy amounts of alcohol were 5 times more likely to use methamphetamine and twice as likely

to use cocaine. Mothers who were found to chronically use heavy amounts of alcohol were 3

Page 184: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

166

times more likely to use cocaine, suggesting that future pregnancies may be at risk for polydrug

exposure. Other studies have confirmed that alcohol use in pregnancy is often associated with

other drug use. In a multi-site survey of women aged 18-44 (n = 2672), 333 met a priori

definition of “at-risk” for an alcohol-exposed pregnancy (women who were fertile, sexually

active, and consuming more than 7 drinks per week or more than 5 drinks per occasion within

the last 6 months). Recent drug use (OR = 3.1, 1.3 – 2.7) and a history of inpatient treatment for

drugs or alcohol (OR = 1.8, 1.3 – 2.4) were significantly associated with being at risk for having

alcohol-exposed pregnancy (Project CHOICES Research Group, 2002). Furthermore, data from

the largest clinical database of children prenatally exposed to alcohol, Washington state’s FAS

DPN, showed that 84.5 % of children referred to clinic for FASD diagnosis have been exposed to

other drugs of abuse concomittantly (Olson et al., 2007). Therefore, this is not the first report of

an association between parental alcohol use and illicit drug use, but it is the first study to confirm

such an association using an independent biomarker by means of hair analysis.

Clinically in our laboratory we use a cut-off level of 0.5 ng of cumulative FAEE per mg hair, to

identify heavy drinkers with 90% sensitivity and specificity (Pragst and Balikova, 2006). Levels

between 0.2-0.5 ng/mg are indicative of social use and typically exclude strict abstainers,

whereas levels in excess of 1.0 ng/mg are nearly 100% specific to heavy alcohol use, but offer

lower sensitivity so that many cases may be missed (Pragst et al., 2001; Auwarter et al., 2001;

Pragst and Balikova, 2006; Pragst and Yegles, 2008). Although it has not yet been determined, it

is possible that higher levels of hair FAEE reflect higher levels of alcohol use, for example

chronic daily binging versus periodic binging, or simply consuming greater amounts of alcohol.

Therefore, the two cut-off levels 0.5 and 1.0 ng/mg may reflect slightly different populations of

drinkers as well, which of course overlap. Consequently, the fact that in the present study we

Page 185: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

167

were able to see an association between cocaine and alcohol use only with the more specific cut-

off of 1.0 ng/mg, may reflect a preferential use of cocaine in this “heavily using” population;

whereas the association between methamphetamine and alcohol use, which was apparent using

the lower (more sensitive) FAEE cut-off level of 0.5 ng/mg, may reflect the growing popularity

of methamphetamine use over cocaine in general, with the higher 1.0 ng/mg cut-off lacking the

sensitivity required to reveal it. Irrespective of cut-off levels, a significant association between

alcohol and stimulant use exists and poses an added risk of polydrug exposure to unborn

children.

Polydrug use may pose a more severe threat to unborn children than just alcohol exposure or

exposure to any other single drug. Stimulant use during pregnancy, such as cocaine or

methampehtamine have been shown to increase the risk for growth retardation and placental

abruption (Covington et al., 2002; Doris et al., 2006; Hulse et al., 1997; Oyelese and Ananth,

2006; Shankaran et al., 2007; Addis et al., 2001; Loebstein and Koren, 1997; Zimmerman,

1991). Also, cognitive deficits from prenatal exposure to cocaine have been supported by many

studies, however some debate still exists as to whether these deficits are attributable to

confounding variables such as concomitant alcohol or other drug use, and or other co-occurring

reproductive risk factors (Addis et al., 2001; Arendt et al., 2004; Bandstra et al., 2002; Church et

al., 1998; Cone-Wesson, 2005; Covington et al., 2002; Frank et al., 2002; Frank et al., 2001;

Harvey et al., 2001; Lewis et al., 2004; Lumeng et al., 2007; Morrow et al., 2001; Noland et al.,

2003; Schuetze et al., 2007; Thyssen Van et al., 2000). Biochemically, ethanol and cocaine are

esterified hepatically to cocaethylene, a potent neurotoxin. However, the exact effects of

combining prenatal alcohol exposure with other drugs are unknown. Studies suggest that women

who use multiple drugs are however more likely to suffer other reproductive risk factors such as

Page 186: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

168

malnutrition and having multiple sex partners (Snodgrass, 1994; Shankaran et al., 2007; Day et

al., 1993; Frank et al., 1988). An early study by Qazi et al., reported that of 18 pregnant women

identified as heavy drinkers who gave birth to 5 infants affected by FAS, 7 with PFAS, and 6

non-affected infants, that lower socioeconomic status, higher parity, and increased use of tobacco

and other drugs appeared to influence the outcome of the pregnancies (Qazi et al., 1982). Animal

studies have also suggested a possible synergistic effect in teratogenicity between drugs of abuse

and alcohol (Abel, 1985). Therefore, fetal exposure to alcohol and other drugs poses a serious

threat to offspring, the consequences of which are still not yet fully understood.

Another aspect to consider in identifying heavy drinking and alcohol use in parents is the

harmful environmental risk factors associated with drug and alcohol use for child rearing. A

recent study investigating risks for out-of-home custody found that among other factors, drug in

urine during pregnancy, and daily alcohol consumption before and/or during pregnancy were

significantly associated with out-of-home placement of children (Sarkola et al., 2007).

Children’s environment significantly affects their development, Cone-Wesson reviews evidence

that suggests prenatal effects of alcohol and other drug exposure may be ameliorated by

stimulating and sensitive care-giving environments (Cone-Wesson, 2005). Similarly, several

studies have demonstrated that although prenatal exposure to stimulants can lead to impairments

independently, poor rearing environment can have an even larger negative impact on the child

(Arendt et al., 2004; Lewis et al., 2004; Thyssen Van et al., 2000). As important, parental

alcoholism and drug use have been linked to child neglect and abuse, both detrimental to the

child’s development and well-being (Jaudes et al., 1995; Kelleher et al., 1994; Walsh et al.,

2003; Nair et al., 2003; Fluke et al., 2008b). Therefore, identifying parental abuse of drugs and

alcohol is of critical importance.

Page 187: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

169

The current study demonstrated that most drug hair tests had a PPV in predicting positive FAEE

tests upwards of 30 %. The two exceptions were barbiturates and oxicodon, the first of which no

tests returned positive for, the latter of which only 2 tests returned positive for (Table 6.2);

therefore because of the low prevalence of use coupled with the relatively small sample size it is

difficult to assess the true PPV of these two drugs. The highest PPV was seen for

benzodiazepines, which had a PPV of 100 %, followed by methamphetamine, which had a PPV

of 56 %. However, similarly for benzodiazepines, only 2 tests in total returned positive, therefore

caution should be exercised when interpreting this result.

Methamphetamine, followed by opiates, was the most efficient in predicting chronic heavy

alcohol use (Table 6.2). Cannabinoids, had the highest sensitivity in detecting alcohol abuse with

a modest specificity of 67 %. With the exception of methadone, the majority of drug tests

showed very high specificity (Table 6.2) for detecting alcohol use, indicating that if a subject

tested positive for illicit drug use it is likely they would test positive for alcohol use as well.

Therefore, our results indicate that testing positive for illicit drugs is predictive of testing positive

for heavy chronic alcohol use. This is of clinical importance in identifying risk factors for heavy

alcohol use and FASD.

However, it should be mentioned that PPV values of the present study may be over inflated

because samples selected for FAEE and drug testing, in the current sample population, were

selected by social workers based on clinical suspicion of heavy alcohol use. Consequently,

higher PPV of drug hair tests in predicting positive hair FAEE are expected, confirming social

workers’ suspicion of heavy alcohol use in these subjects.

Page 188: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

170

Interestingly, a negative association between alcohol and methadone use was found in parents.

This association likely reflects the fact that methadone patients are in intensive treatment

programs for drug abuse, and possibly for alcohol use as well, therefore they receive support in

abstaining from their addictions. The fact that we see a negative association between alcohol and

methadone use suggests that these treatment programs offer a protective effect in abstaining from

alcohol use, as might be expected.

In conclusion, the present study revealed a significant association between stimulants use and

parental heavy alcohol use. Therefore, because testing positive for stimulants can serve as a

positive predictor for excessive alcohol use, a full-scale examination of any relevant children for

FASD is warranted. Likewise, when assessing babies exposed in-utero to alcohol, it is also

critical to address the possibility of exposure to other drugs of abuse.

Page 189: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

171

7 Discussion

7.1 Bridging the Gap

The FAEE hair test is a powerful biomarker for excessive alcohol use, and for confirmation of

alcohol use during pregnancy, a necessary criterion in FASD diagnosis. Yet a major gap exists

between previous FAEE research efforts, primarily involving the development and validation of

the FAEE hair test, and research applying the FAEE hair test in the context of FASD diagnosis.

This thesis strives to address this gap. Translational research, bridging laboratory findings with

clinical use is a critical part of the development of any new diagnostic means.

In 2001, Pragst and colleagues developed the assay that measures FAEE in hair. Since that time,

the group has conducted numerous studies assessing the hair test’s sensitivity and specificity,

segmental analyis of FAEE, the test’s resilience to cosmetic applications and grooming habits,

and its applicability for use in forensic cases (Pragst et al., 2001; Auwarter et al., 2001; Hartwig

et al., 2003a; Hartwig et al., 2003b; Auwarter et al., 2004; Wurst et al., 2004; Yegles et al.,

2004; Pragst and Balikova, 2006; Pragst and Yegles, 2008; Wurst et al., 2008b). Pragst and

Yegles, also recently published a review of these studies, and proposed that the hair test be used

for detection of alcohol abuse during pregnancy (Pragst and Yegles, 2008).

Page 190: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

172

There has been progress in this direction. Pragst and colleagues have made a valuable

contribution to the field by using the hair test, along with other biomarkers, to assess alcohol use

in a sample of pregnant women obtained from the general population in Sweden (Wurst et al.,

2008a). In addition, our laboratory has been involved in animal research using the guinea pig as a

model to investigate FAEE in neonatal and maternal hair as a biomarker for fetal alcohol

exposure, with promising results (Caprara et al., 2005a; Kulaga et al., 2006).

There is a significant challenge, however, towards implementing the use of the FAEE hair test in

the field of FASD diagnosis. The ideal study to bridge this gap would be one that contains the

following elements: a large sample of pregnant women with and without heavy alcohol exposure,

an accurate history of alcohol use in pregnancy, a large sample of corresponding children with

and without FASD diagnosis, neonatal hair samples of those children, and maternal hair samples

from in and around the time of pregnancy.

However, the challenge of such a study is that it has several intrinsic flaws that are, if not

theoretically insurmountable, are at least difficult to implement practically. First and foremost

are the obvious ethical considerations when studying pregnant women consuming alcohol.

Alcohol is a known and potent teratogen, therefore it cannot be deliberately administered during

pregnancy, and women already consuming it should be offered treatment and encouraged to

discontinue its use. Furthermore, because of the stigmatization associated with alcohol use in

pregnancy many women are reluctant to report their drinking, let alone participate in a scientific

study. Oftentimes there are also legal ramifications associated with alcohol abuse, such as

potentially losing custody of the infant once it is born, or of any existing children. Consequently,

it is notoriously difficult to recruit and retain pregnant women who use heavy amounts of

Page 191: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

173

alcohol. It is also very difficult to obtain accurate reporting histories. Other important

considerations are that once babies are born they are too young to be diagnosed with fetal alcohol

related disorders until they reach an age where neurocognitive tests can be applied. Furthermore,

most infants that are exposed to significant amounts of alcohol will not be affected.

Although the true number is not known, experts in the field estimate that only 40 % of infants

exposed heavily to alcohol in-utero will be affected by FASD. This poses a logistical nightmare

in terms of recruiting a sufficient number of mothers and exposed infants, and for retaining them

for enough years for the necessary follow-up. Conversely, if children already known to have

FASD are recruited, the problem becomes obtaining neonatal hair samples from their infancy,

and or maternal hair samples from the time of pregnancy, which are not likely to be available.

To overcome these challenges my approach in the current thesis has been to use existing data,

animal models, and high-risk parents as a model for alcohol exposure in pregnancy and rearing

environment, to help bridge the gap between previous FAEE research as a biomarker for alcohol

exposure, and the application of the FAEE hair test in FASD diagnosis and research. All studies

contained in this thesis contribute towards bridging this gap and also support the main hypothesis

that the FAEE hair test holds significant potential for use in the FASD context.

Page 192: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

174

7.2 Major Findings

1) Alcohol dose is difficult to assess accurately among problem-drinking mothers. Therefore, the

use of an animal model, where accurate amounts of alcohol can be delivered and FAEE

incorporated and measured, is invaluable. Therefore, our laboratory has employed the use of the

guinea pig. As a result, it was critical to validate its use in the context of what is known about

FAEE in humans. An order of magnitude difference in the rate of FAEE incorporation, into hair,

was found between guinea pigs and humans, with humans incorporating more than 10-fold

greater amounts of FAEE per equivalent alcohol exposure. A significant correlation between hair

FAEE (ethyl oleate) and systemic exposure to alcohol was also found in both species, suggesting

that ethyl oleate may be the most sensitive indicator of alcohol exposure. These findings support

my hypothesis that a positive dose-concentration relationship between alcohol exposure and

FAEE exists, and that the FAEE response to alcohol, as measured in hair, is more pronounced in

one species over the other, in this case the human. Therefore, FAEE in hair appear to be a more

clinically sensitive marker of alcohol exposure in the human versus the guinea pig.

Alternative hypotheses exist that can explain the results. For example, the guinea pig hair was

white, whereas human hair was multicoloured, and for the most part pigmented. If the presence

of melanin in hair affects FAEE incorporation by increasing it, this could explain the greater

amount of incorporation seen in humans. However, based on the chemical nature of FAEE

molecules and melanin granules, and on evidence from my second study, this is an unlikely

hypothesis.

Page 193: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

175

Another hypothesis, is that because the present study compared human and guinea pig FAEE

data resulting from unequivalent alcohol exposures, and used mathematical modeling to correct

for these differences, it is possible that despite attempts to correct for this, differences in the

calculated incorporation rates may have resulted from the unequal length of exposure.

Specifically, full length analysis of guinea pig fur, representative of approximately 2 months of

regular exposure, was used for FAEE analysis in the guinea pig, whereas, 6 cm samples of hair

obtained from humans, representative of 6 months of varying exposure, was used in human

analysis, but the final results from both sample types were calculated as nanograms of FAEE per

milligrams of hair. Therefore, the difference in cumulative exposure represented in hair between

species is not accounted for. However, this is a necessary limitation, and regardless of this fact,

under normal experimental conditions the results and outcome would likely be the same,

therefore, it may be irrelevant whether or not this difference contributed to the difference

observed in ICR.

As a consequence, it appears that guinea pigs incorporate an order of magnitude less FAEE for

equivalent exposure. A previous study conducted by our laboratory investigated the

measurement of hair FAEE in maternal, and neonatal hair, of guinea pigs exposed to alcohol

throughout gestation (Caprara et al., 2005a). It was discovered that exposed dams and offspring

had significantly higher levels of FAEE in their hair relative to controls, demonstrating the test as

an effective tool in assessing fetal alcohol exposure. If I apply the findings of the current study to

this previous one, I can surmise that the FAEE hair test will be an even more effective clinical

tool in assessing fetal alcohol exposure in the human, because the human response of hair FAEE

to alcohol appears to be much more pronounced.

Page 194: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

176

Therefore, in light of previous research the present study, the first in my thesis, contributes

towards bridging the gap between previous FAEE research and FAEE research in FASD by

providing evidence that the test will be clinically sensitive enough for application in fetal alcohol

exposure assessment. Furthermore, these results support the main hypothesis of my thesis that

the FAEE hair test holds significant potential for use in the context of FASD diagnosis and

research.

2) No significant difference was found between FAEE levels in black and white hair of the same

rodents. These findings support my hypothesis that FAEE incorporation is not influenced by hair

pigment, and therefore that the FAEE hair test is not vulnerable to hair colour bias.

Alternative hypotheses do exist and should be considered. For example, during data analysis it

was discovered that the initial sample weight influenced extraction efficiency, with lower initial

sample weights leading to higher extraction yields. Twenty milligrams of hair was typically used

in analysis, however, this amount was not always available, as was the case for several white hair

samples. Consequently, a significant linear relationship (r2 = 0.90) was observed between initial

sample weight and extraction efficiency, and it was used to standardize all samples to 20 mg for

the purpose of comparison. It could be speculated that this procedure may have somehow

obscured a true difference in FAEE incorporation between black and white hair. However, this

procedure in effect actually reduced the originally measured FAEE values in white hair, because

initial weights in these samples were lower (and the relationship between initial sample weight

and extraction efficiency is inverse), and if an interaction between melanin and FAEE existed,

lower levels in white fur would be expected. Therefore, lowering them further would simply

Page 195: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

177

exacerbate any significant difference between black and white hair values, rather than obscure it.

Conversely, it can be argued that this procedure may have obscured a significantly greater rate of

incorporation into white hair, over that in black hair, however, there is no biological basis for

this. Apart from melanin, other possible binding sites within the hair cell membrane complex and

keratin fibers do not differ between black and white hair (Kintz, 2007).

Alternatively, it is possible that treatment with ethanol was not sufficiently long to produce

enough FAEE to detect a statistically significant difference between black and white hair. This

remains a possible hypothesis, however it is unlikely as FAEE levels were high enough to be

measurable in both pigmented and non-pigmented hair. Previous research where significantly

higher levels of drug have been detected in pigmented hair, relative to non-pigmented hair, have

reported substantial differences of greater than 20-fold and often with no drug detected in non-

pigmented hair (Hubbard et al., 2000; Slawson et al., 1998; Slawson et al., 1996; Borges et al.,

2001b; Wilkins et al., 1998; Potsch et al., 1997a; Gygi et al., 1997; Slawson et al., 1996; Gygi et

al., 1996; Green and Wilson, 1996; Boyd et al., 1991; Uematsu et al., 1992; Nakahara et al.,

1998).

Therefore, my hypothesis that FAEE incorporation is not influenced by hair pigment is the most

plausible explanation for the results. This hypothesis is also supported by what is known about

drug-melanin interactions in hair; FAEE are not likely to interact with melanin to any significant

extent. Previous investigators have demonstrated that melanins typically interact preferentially

with basic drugs through their cation exchange properties (Borges et al., 2001b; Borges et al.,

2003; Borges et al., 2002; Nakahara et al., 1998; DeLauder and Kidwell, 2000; Nakahara and

Page 196: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

178

Kikura, 1996; Nakahara et al., 1995; Gygi et al., 1997). FAEE are lipophillic and are not

expected to interact in this manner.

This study, the second study in my thesis, helps bridge the gap between previous FAEE research

and its application in FASD diagnosis and research, because the pediatric arena where the test

will be used, involves issues that are highly sensitive, dealing with child custody matters,

stigmatization issues, and consequences that can have profound psychosocial repercussions.

Therefore, the avoidance of bias is an imperative.

3) Over a third of parents submitted for FAEE testing by CPS, and one fifth of pregnant women

within the cohort, were positive for excessive alcohol exposure. These results support the

hypothesis that this cohort is at significantly higher risk for using heavy amounts of alcohol then

the general population, and therefore also at higher risk for having children with FASD.

A thirty percent positivity rate in parents, and twenty percent in pregnant women is exceptionally

high. The Canadian Addiction Survey reports that only 7.9 % of Canadians consume alcohol

more than 4 times a week, and only 12.7 % say their typical usage pattern is more than 5 drinks

per occasion (Adlaf et al., 2005). Furthermore, 20 % is one of the highest heavy alcohol use rates

ever reported amongst pregnant women (Ebrahim et al., 1999; Ebrahim et al., 1998; Stewart and

Streiner, 1994; Ethen et al., 2008; Alvik et al., 2006; CDC, 2004; CDC, 2002; CDC, 1997; Sokol

et al., 1980; Chambers et al., 2005; Chambers et al., 2006; Colvin et al., 2007; O'Connor and

Whaley, 2003; Houet et al., 2006; Crome and Kumar, 2007; Caetano et al., 2006; Magnusson et

al., 2005; Alvik et al., 2006).

Page 197: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

179

Among pregnant women in North America, the prevalence of binge drinking (5 or more drinks

per occasion) has been reported to range between 0.7 % and 2.9 %, and for frequent drinking

(average consumption of seven drinks or more per week, or one binge episode in the last month)

between 0.8 % to 3.9 % (CDC, 1997; CDC, 2002; CDC, 2004; Ebrahim et al., 1999; Ebrahim et

al., 1998). However, these reported rates are likely underestimates. Wurst et al. report a rate of 7

% for excessive alcohol use, in pregnant women recruited from the general obstetric population,

as assessed by biomarker (hair) analysis (Wurst et al., 2008a). Nevertheless, the rates of heavy

alcohol use in the present cohort are much higher than those in the general population.

It should be noted that the majority of the present cohort was selected for alcohol testing by CPS

based on clinical and social data that suggested alcohol abuse or misuse. However, not all

parents were tested for FAEE because of a suspicion of alcohol abuse specifically, some were

tested for other reasons such as to confirm abstinence for example. In fact, that is why the fourth

study was performed to determine if social worker reports were in agreement with FAEE test

outcome. Nevertheless, parents were selected for alcohol testing, therefore, a higher prevalence

of heavy drinking is expected, and this rate is not necessarily reflective of the rate among parents

involved with CPS in general.

Most importantly, the present study demonstrates that the FAEE hair test is a useful test in

assessing parental alcohol use. A 33 % positive rate indicates that the test is good at

corroborating social workers suspicion of alcohol use. If the rate was very low, for example

between 1 and 5 %, it might put into question the test’s sensitivity in detecting heavy alcohol use

or suggest that social workers are unnecessarily testing parents without basis, which would not

likely be the case. If on the other hand, a very high rate of positivity was observed, for example

Page 198: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

180

between 90 and 100%, it would suggest that either the test lacked specificity or that social

workers are potentially missing a lot of additional heavy-alcohol using parents. A thirty percent

positivity rate is a comfortable rate that is similar to the positivity rate for other drugs of abuse

tested for in hair by our laboratory, and it suggests the FAEE hair test is performing well in its

capacity.

The present study helps bridge the gap between previous FAEE research and the use of the

FAEE biomarker assay in FASD because it is the first study to assess alcohol exposure in a

cohort of parents at high risk of having children with FASD. The study supports the main

hypothesis that the FAEE hair test holds significant potential for use in the FASD context

because it demonstrates the test’s clinical utility in identifying alcohol abusing parents.

4) Based on social worker reports, social workers having knowledge of a specific instance of

problem drinking within the last 6 months and or a third party report alleging alcohol abuse,

were significantly associated with testing positive for heavy alcohol use. Similarly, mothers

admitting to heavy alcohol use were at significantly higher risk of testing positive for FAEE as

well. However, requesting an alcohol test without suspicion of alcohol use, but rather as a means

to “cover all bases”, or because of a history/suspicion of illicit drug use, was negatively

associated with testing positive for FAEE.

Therefore, the results support the hypothesis that the FAEE hair test agrees well with social

worker reports; reports that were congruent with heavy alcohol use were associated with testing

positive, whereas reports that were not necessarily congruent with alcohol use were in fact

Page 199: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

181

negatively associated with testing positive. Furthermore, the results also suggest that alcohol

abuse when present is so pervasive, and obvious, that it is hard to miss.

It is true that many of the factors reported by social workers were not significantly associated

with FAEE test results. For example, confirming abstinence was not negatively (or positively)

associated with testing positive for FAEE. This is likely because some reasons/factors for testing

for FAEE occurred much less frequently than others, consequently the study may have been

underpowered to assess associations for all factors identified by social workers. Nonetheless, the

associations that were found support agreement between hair FAEE and social worker reports.

Furthermore, factors associated with testing positive can be considered predictive factors for

social workers to consider when assessing parents for alcohol use. The current sample represents

all parents tested over a 6-month period. Any larger sample size may detect additional

statistically significant effects, but not likely ones of clinical significance. Social workers need

be aware of what are the strongest indicators of alcohol use that will maximize the efficiency of

limited resources.

The present study contributes in bridging the gap between previous FAEE research and the

application of the FAEE hair test in FASD research/diagnosis by confirming that the FAEE hair

test is good at corroborating social workers suspicions for testing parents. Likewise, the study

supports the main hypothesis that the FAEE hair test holds significant potential for use in the

FASD context because it demonstrates the test is functioning well in its capacity of assessing

alcohol misuse by parents.

Page 200: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

182

5) A significant association between heavy alcohol use and stimulant use was found in parents,

with parents that tested positive for FAEE being five times more likely to test positive for

methamphetamine, and twice as likely to test positive for cocaine. These results support the

hypothesis that parents who use alcohol heavily are at greater risk of using other drugs

concomitantly.

Testing positive for illicit drugs may indicate experimental or social use, however the fact that

the use of methamphetamine and cocaine were significantly associated with alcohol use,

suggests that these were likely repeated patterns consistent with abuse. The difference between

occasional use and abuse is important as the latter will more severely affect the potential for fetal

exposure and poor rearing environment.

Noteworthy, the present study had different sample sizes for different drugs because of

limitations within the study design. Therefore, it is possible that associations between alcohol

and other drugs exist, but may have been underpowered to reach statistical significance. This is

still true even though cases exist where drugs such as methamphetamine, that contained less

samples (n = 94) and still produced a statistically significant association compared to drugs such

as opiates, that contained more samples (n = 136) and did not. This is because each drug has its

own unique chemical properties that affect its metabolism, elimination, and incorporation into

hair, leading to different clinical sensitivities and specificities for each biomarker assays.

Consequently, it remains possible that other drugs may still be associated with alcohol use in

addition to stimulants.

The hypothesis that parents who use alcohol heavily are at greater risk of abusing other drugs

concomitantly is also supported by previous research. Specifically in pregnant women, our own

Page 201: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

183

laboratory found a significant association between heavy alcohol use and amphetamine use, as

well as opiate use, as measured by meconium analysis (unpublished results). Also, in a large

survey (n = 2672), recent drug use and a history of inpatient treatment for drugs/alcohol were

found to be significantly associated with having an alcohol-exposed pregnancy (Project

CHOICES Research Group, 2002). Furthermore, 84.5 % of children referred to clinic for FASD

diagnosis have been exposed to drugs of abuse, based on findings from the largest clinical

database of children prenatally exposed to alcohol (Olson et al., 2007).

The current study contributes to bridging the gap between previous FAEE research and FAEE

research in FASD in demonstrating how this unique tool can be applied in investigating FASD

related issues. In the same regard, the study supports the main hypothesis that the FAEE hair test

holds significant potential for use in the context of FASD. Concomitant drug exposure is of great

concern to clinicians as it may have direct effects on the fetus compounding FASD, and

compromising rearing environment, which has shown to be crucial in FASD management and

outcome (Sarkola et al., 2007; Cone-Wesson, 2005; Arendt et al., 2004; Lewis et al., 2004;

Thyssen Van et al., 2000; Streissguth et al., 2004).

Page 202: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

184

7.3 Limitations

Many of the study-specific limitations have been discussed in the previous section, and in the

discussions within the study chapters; therefore they will not be revisited.

The clinical studies conducted by Pragst and colleagues have determined the sensitivity and

specificity of the FAEE hair test, using a cut-off level of 0.5 ng/mg, to be both 90 % with respect

to identifying heavy drinking (Pragst and Balikova, 2006; Pragst and Yegles, 2008). Therefore,

10 % of heavy drinkers may be missed, and 10 % may be incorrectly identified as heavy drinkers

when they are not. False positives above levels of 1.0 ng/mg have also been known to occur as a

result of using hair products heavily concentrated with ethanol, however these appear to be rare

exceptions. Furthermore, sensitivity and specificity have never been assessed in the pregnant

population, consequently interpretation may vary in this population and needs to be further

studied. Therefore, FAEE hair test results need to be considered within the context of

accompanying clinical data supporting heavy alcohol use.

Furthermore, FAEE are primarily incorporated through sebum, therefore they get deposited most

heavily in the proximal 5-10 cm of hair close to the scalp, regardless of the timing of exposure

(Yegles et al., 2004). Consequently, the test has been standardized to the use of 6 cm fragments,

obtained from the proximal 6 cm of hair from the scalp, in order to be able to assess and compare

results from different samples. However, because hair grows approximately a 1 cm a month, the

FAEE hair test cannot assess exposure more than 6 months prior to sample collection.

Furthermore, it is not presently possible to resolve when the alcohol was consumed within those

Page 203: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

185

6 months. However, it is generally the case that heavy alcohol consumers use alcohol on an

ongoing basis, unless they have decided to stop and or enter treatment. If a subject claims

abstinence has begun within the 6 month prior to testing, the FAEE test cannot confirm or deny

that claim, but rather the test must be performed at least 6 months after abstinence has begun in

order to confirm or refute such a claim. Therefore, the FAEE hair test is limited in its ability to

analyze alcohol consumption in a time-wise manner, however this is rarely the investigator or

clinician’s goal.

Also, many subjects may have hair shorter than 6 cm, especially in the case of males.

Consequently, values obtained from these subjects may differ slightly in their interpretation, but

previous literature does not suggest this deviation to be substantial.

7.4 Implications, Significance, and Future Applications

The challenge in the mind of FASD researchers, clinicians, and advocates is how can we begin to

impact and change the course of this silent tragedy that has reached epidemic proportions (1 in

100 births)?

The answer, I suggest through the work of my thesis, is through objective identification using the

FAEE hair test. Alcohol abuse during pregnancy is difficult to identify because of maternal

reluctance to divulge this information, and effects from fetal alcohol are not always obvious,

sharing characteristics with many other disorders such as attention deficit disorder, and various

Page 204: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

186

other learning disabilities. Identifying children and families for the purpose of diagnosis and

intervention is the first step in changing the course of this epidemic.

My thesis has provided evidence that the FAEE hair test, a biomarker that can assess chronic,

heavy alcohol exposure is:

� Sensitive to assess fetal alcohol exposure using maternal and neonatal hair

� Not prone to being biased by hair colour

� Able to assess alcohol exposure in parents, agreeing with social worker reports

� Able to shed light on important concomitant drug exposures

Therefore, my work supports wide use of the FAEE hair test in the field of FASD. The test holds

potential for widespread screening of suspected mothers and or babies for fetal alcohol exposure.

The test can also be used to identify families at risk for having children with FASD, as was done

in my thesis. Further work is required for the validation of the method in pregnancy as well as in

neonates, and as mentioned, significant obstacles exist with this challenge.

The FAEE hair test has the potential to revolutionize the field of FASD. Identification and

diagnosis will not only reduce the tremendous economic burden that fetal alcohol has on society,

but also the immeasurable burden of human suffering caused by this disorder. Early intervention

can also help to stabilize child and family life so that affected kids can lead healthier, happier,

and more productive lives.

Page 205: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

187

8 Conclusion

The body of work in this thesis has shown the FAEE hair test holds significant potential for use

in FASD diagnosis and research. Despite significant challenges in bridging the gap between

previous FAEE research and the use of FAEE in the context of FASD, all the studies contained

in this thesis have contributed towards bridging this gap.

The first two studies demonstrated how animal models can be applied to further our knowledge

regarding FAEE/FASD, and that the FAEE hair test is indeed an effective clinical tool in

measuring alcohol exposure because of its high sensitivity in humans and invulnerability towards

hair colour bias. The last three studies took advantage of using parents as a model for exposures

in pregnancy, and child rearing environment. The studies examined the prevalence of alcohol

exposure, the extent of polydrug use, and clinical agreement between the FAEE hair test and

social worker reports. These studies demonstrated how the FAEE hair test can be widely applied

in context of FASD diagnosis and research.

In conclusion this thesis has added hope for resolving the silent epidemic of fetal alcohol

affected children.

Page 206: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

188

References

Abel, E. L. (1991) Paternal alcohol consumption affects grooming response in rat offspring. Alcohol 8, 21-23.

Abel, E. L. (1993) Paternal alcohol exposure and hyperactivity in rat offspring: effects of amphetamine. Neurotoxicol Teratol 15, 445-449.

Abel, E. L. (1985) Alcohol enhancement of marihuana-induced fetotoxicity. Teratology 31, 35-40.

Abel, E. L. (1995b) A surprising effect of paternal alcohol treatment on rat fetuses. Alcohol 12, 1-6.

Abel, E. L. (1995a) An update on incidence of FAS: FAS is not an equal opportunity birth defect. Neurotoxicol Teratol 17, 437-443.

Abel, E. L. and Hannigan, J. H. (1995) Maternal risk factors in fetal alcohol syndrome: provocative and permissive influences. Neurotoxicol Teratol 17, 445-462.

Abel, E. L., Hazlett, L. S., Berk, R. S., and Mutchnick, M. G. (1990) Neuroimmunotoxic effects in offspring of paternal alcohol consumption. Prog Clin Biol Res 325, 47-55.

Abel, E. L. and Sokol, R. J. (1986) Fetal alcohol syndrome is now leading cause of mental retardation. Lancet 2, 1222.

Abel, E. L. and Sokol, R. J. (1987) Incidence of fetal alcohol syndrome and economic impact of FAS-related anomalies. Drug Alcohol Depend 19, 51-70.

Abel, E. L. and Sokol, R. J. (1991) A revised estimate of the economic impact of fetal alcohol syndrome. Recent Dev Alcohol 9, 117-125.

Abel, E. L. and Tan, S. E. (1988) Effects of paternal alcohol consumption on pregnancy outcome in rats. Neurotoxicol Teratol 10, 187-192.

Adachi, J., Mizoi, Y., Fukunaga, T., Ogawa, Y., and Imamichi, H. (1989) Comparative study on ethanol elimination and blood acetaldehyde between alcoholics and control subjects. Alcohol Clin Exp Res 13, 601-604.

Page 207: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

189

Addis, A., Moretti, M. E., Ahmed, S. F., Einarson, T. R., and Koren, G. (2001) Fetal effects of cocaine: an updated meta-analysis. Reprod Toxicol 15, 341-369.

Adlaf, E. M., Begin, P., and Sawka, E. (2005) Canadian Addiction Survey (CAS): A national survey of Canadians' use of alcohol and other drugs: Prevalence of use and related harms: Detailed Report. Canadian Centre of Substance Abuse, Ottawa.

Ahmad, F. F., Cowan, D. L., and Sun, A. Y. (1988) Potentiation of ethanol-induced lipid peroxidation of biological membranes by vitamin C. Life Sci 43, 1169-1176.

Alpert, J. J., Day, N., Dooling, E., Hingson, R., Oppenheimer, E., Rosett, H. L., Weiner, L., and Zuckerman, B. (1981) Maternal alcohol consumption and newborn assessment: methodology of the Boston City Hospital prospective study. Neurobehav Toxicol Teratol 3, 195-201.

Alt, A., Janda, I., Seidl, S., and Wurst, F. M. (2000) Determination of ethyl glucuronide in hair samples. Alcohol Alcohol 35, 313-314.

Alvik, A., Haldorsen, T., Groholt, B., and Lindemann, R. (2006) Alcohol consumption before and during pregnancy comparing concurrent and retrospective reports. Alcohol Clin Exp Res 30, 510-515.

Appenzeller, B. M., Agirman, R., Neuberg, P., Yegles, M., and Wennig, R. (2007a) Segmental determination of ethyl glucuronide in hair: a pilot study. Forensic Sci Int 173, 87-92.

Appenzeller, B. M., Schuman, M., Yegles, M., and Wennig, R. (2007b) Ethyl glucuronide concentration in hair is not influenced by pigmentation. Alcohol Alcohol 42, 326-327.

Arendt, R. E., Short, E. J., Singer, L. T., Minnes, S., Hewitt, J., Flynn, S., Carlson, L., Min, M. O., Klein, N., and Flannery, D. (2004) Children prenatally exposed to cocaine: developmental outcomes and environmental risks at seven years of age. J Dev Behav Pediatr 25, 83-90.

Astley, S. J. and Clarren, S. K. (2000) Diagnosing the full spectrum of fetal alcohol-exposed individuals: introducing the 4-digit diagnostic code. Alcohol Alcohol 35, 400-410.

Auwarter, V., Kiessling, B., and Pragst, F. (2004) Squalene in hair--a natural reference substance for the improved interpretation of fatty acid ethyl ester concentrations with respect to alcohol misuse. Forensic Sci Int 145, 149-159.

Page 208: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

190

Auwarter, V., Sporkert, F., Hartwig, S., Pragst, F., Vater, H., and Diefenbacher, A. (2001) Fatty acid ethyl esters in hair as markers of alcohol consumption. Segmental hair analysis of alcoholics, social drinkers, and teetotalers. Clin Chem 47, 2114-2123.

Baer, J. S., Barr, H. M., Bookstein, F. L., Sampson, P. D., and Streissguth, A. P. (1998) Prenatal alcohol exposure and family history of alcoholism in the etiology of adolescent alcohol problems. J Stud Alcohol 59, 533-543.

Baer, J. S., Sampson, P. D., Barr, H. M., Connor, P. D., and Streissguth, A. P. (2003) A 21-year longitudinal analysis of the effects of prenatal alcohol exposure on young adult drinking. Arch Gen Psychiat 60, 377-385.

Bailey, S. M., Patel, V. B., Young, T. A., Asayama, K., and Cunningham, C. C. (2001) Chronic ethanol consumption alters the glutathione/glutathione peroxidase-1 system and protein oxidation status in rat liver. Alcohol Clin Exp Res 25, 726-733.

Bandstra, E. S., Morrow, C. E., Vogel, A. L., Fifer, R. C., Ofir, A. Y., Dausa, A. T., Xue, L., and Anthony, J. C. (2002) Longitudinal influence of prenatal cocaine exposure on child language functioning. Neurotoxicol Teratol 24, 297-308.

Barnes, D. E. and Walker, D. W. (1981) Prenatal ethanol exposure permanently reduces the number of pyramidal neurons in rat hippocampus. Brain Res 227, 333-340.

Barr, H. M., Bookstein, F. L., O'Malley, K. D., Connor, P. D., Huggins, J. E., and Streissguth, A. P. (2006) Binge drinking during pregnancy as a predictor of psychiatric disorders on the Structured Clinical Interview for DSM-IV in young adult offspring. Am J Psychiatry 163, 1061-1065.

Bearer, C. F., Gould, S., Emerson, R., Kinnunen, P., and Cook, C. S. (1992) Fetal alcohol syndrome and fatty acid ethyl esters. Pediatr Res 31, 492-495.

Bearer, C. F., Jacobson, J. L., Jacobson, S. W., Barr, D., Croxford, J., Molteno, C. D., Viljoen, D. L., Marais, A. S., Chiodo, L. M., and Cwik, A. S. (2003) Validation of a new biomarker of fetal exposure to alcohol. J Pediatr 143, 463-469.

Bearer, C. F., Lee, S., Salvator, A. E., Minnes, S., Swick, A., Yamashita, T., and Singer, L. T. (1999) Ethyl linoleate in meconium: a biomarker for prenatal ethanol exposure. Alcohol Clin Exp Res 23, 487-493.

Page 209: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

191

Bearer, C. F., Santiago, L. M., O'Riordan, M. A., Buck, K., Lee, S. C., and Singer, L. T. (2005) Fatty Acid ethyl esters: quantitative biomarkers for maternal alcohol consumption. J Pediatr 146, 824-830.

Ben-Eliyahu, S., Page, G. G., Yirmiya, R., and Taylor, A. N. (1996) Acute alcohol intoxication suppresses natural killer cell activity and promotes tumor metastasis. Nat Med 2, 457-460.

Best, B. (2003) Alcohol Metabolism. World of Ben Best. Retrieved Jan. 10, 2008, from http://www.benbest.com/health/alcmetab.gif.

Best, C. A. and Laposata, M. (2003) Fatty acid ethyl esters: toxic non-oxidative metabolites of ethanol and markers of ethanol intake. Front Biosci 8, e202-e217.

Best, C. A., Sarkola, T., Eriksson, C. J., Cluette-Brown, J. E., and Laposata, M. (2006) Increased plasma fatty acid ethyl ester levels following inhibition of oxidative metabolism of ethanol by 4-methylpyrazole treatment in human subjects. Alcohol Clin Exp Res 30, 1126-1131.

Beauge, F., Stibler, H., and Borg, S. (1987) Alterations of erythrocyte membrane organization in alcoholics. Alcohol Alcohol Suppl 1, 561-565.

Bielawski, D. M. and Abel, E. L. (1997) Acute treatment of paternal alcohol exposure produces malformations in offspring. Alcohol 14, 397-401.

Bloom, F., Lad, P., Pittman, Q., and Rogers, J. (1982) Blood alcohol levels in rats: non-uniform yields from intraperitoneal doses based on body weight. Br J Pharmacol 75, 251-254.

Bondy, S. J., Rehm, J., Ashley, M. J., Walsh, G., Single, E., and Room, R. (1999) Low-risk drinking guidelines: the scientific evidence. Can J Public Health 90, 264-270.

Bora, P. S., Farrar, M. A., Miller, D. D., Chaitman, B. R., and Guruge, B. L. (1996) Myocardial cell damage by fatty acid ethyl esters. J Cardiovasc Pharmacol 27, 1-6.

Bora, P. S. and Lange, L. G. (1993) Molecular mechanism of ethanol metabolism by human brain to fatty acid ethyl esters. Alcohol Clin Exp Res 17, 28-30.

Bora, P. S., Spilburg, C. A., and Lange, L. G. (1989) Identification of a satellite fatty acid ethyl ester synthase from human myocardium as a glutathione S-transferase. J Clin Invest 84, 1942-1946.

Page 210: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

192

Borges, C. R., Martin, S. D., Meyer, L. J., Wilkins, D. G., and Rollins, D. E. (2002) Influx and efflux of amphetamine and N-acetylamphetamine in keratinocytes, pigmented melanocytes, and nonpigmented melanocytes. J Pharm Sci 91, 1523-1535.

Borges, C. R., Roberts, J. C., Wilkins, D. G., and Rollins, D. E. (2001a) Relationship of melanin degradation products to actual melanin content: application to human hair. Anal Biochem 290, 116-125.

Borges, C. R., Roberts, J. C., Wilkins, D. G., and Rollins, D. E. (2003) Cocaine, benzoylecgonine, amphetamine, and N-acetylamphetamine binding to melanin subtypes. J Anal Toxicol 27, 125-134.

Borges, C. R., Wilkins, D. G., and Rollins, D. E. (2001b) Amphetamine and N-acetylamphetamine incorporation into hair: an investigation of the potential role of drug basicity in hair color bias. J Anal Toxicol 25, 221-227.

Boyd, T. A., Ernhart, C. B., Greene, T. H., Sokol, R. J., and Martier, S. (1991) Prenatal alcohol exposure and sustained attention in the preschool years. Neurotoxicol Teratol 13, 49-55.

Brien, J. F., Chan, D., Green, C. R., Iqbal, U., Gareri, J., Kobus, S. M., McLaughlin, B. E., Klein, J., Rao, C., Reynolds, J. N., Bocking, A. D., and Koren, G. (2006) Chronic prenatal ethanol exposure and increased concentration of fatty acid ethyl esters in meconium of term fetal Guinea pig. Ther Drug Monit 28, 345-350.

Brien, J. F. and Smith, G. N. (1991) Effects of alcohol (ethanol) on the fetus. J Dev Physiol 15, 21-32.

Caetano, R., Ramisetty-Mikler, S., Floyd, L. R., and McGrath, C. (2006) The epidemiology of drinking among women of child-bearing age. Alcohol Clin Exp Res 30, 1023-1030.

Caprara, D. L., Brien, J. F., Iqbal, U., Reynolds, J. N., Klein, J., and Koren, G. (2005a) A Guinea pig model for the identification of in utero alcohol exposure using fatty acid ethyl esters in neonatal hair. Pediatr Res 58, 1158-1163.

Caprara, D. L., Cartmell, L. W., Klein, J., and Koren, G. (2004) The Stability of Fatty Acid Ethyl Esters in Human Hair: Measurement of Alcohol Exposure in the Hair of South American and Egyptian Mummies. Alcohol Clin Exp Res 28, 40A

Page 211: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

193

Caprara, D. L., Klein, J., and Koren, G. (2005b) Baseline measures of fatty acid ethyl esters in hair of neonates born to abstaining or mild social drinking mothers. Ther Drug Monit 27, 811-815.

Carter, R. C., Jacobson, S. W., Molteno, C. D., and Jacobson, J. L. (2007) Fetal alcohol exposure, iron-deficiency anemia, and infant growth. Pediatrics 120, 559-567.

Castanet, J. and Ortonne, J. P. (1996) Hair Melanin and Hair Color; Formation and Structure of Human Hair. Jollès, P., Zahn, H., and Höcker, H. Birkhäuser, Switzerland.

CDC. (1997) Alcohol Consumption among Pregnant and Childbearing-Aged Women - United States, 1991 and 1995. Morbidity and Mortality Weekly Report 46, 346-350.

CDC. (2002) Alcohol use among women of childbearing age - United States, 1991-1999. Morbidity and Mortality Weekly Report 51, 273-276.

CDC. (2004) Alcohol consumption among women who are pregnant or who might become pregnant - United States, 2002. Morbidity and Mortality Weekly Report 53, 1178-1181.

CDC. (2006) Fetal Alcohol Spectrum Disorders: How common are FAS and FASDs? National Center on Birth Defects and Developmental Dissabilities. Retrieved July 29, 2008, from http://www.cdc.gov/ncbddd/fas/fasask.htm#how.

Chambers, C. D., Hughes, S., Meltzer, S. B., Wahlgren, D., Kassem, N., Larson, S., Riley, E. P., and Hovell, M. F. (2005) Alcohol consumption among low-income pregnant Latinas. Alcohol Clin Exp Res 29, 2022-2028.

Chambers, C. D., Kavteladze, L., Joutchenko, L., Bakhireva, L. N., and Jones, K. L. (2006) Alcohol consumption patterns among pregnant women in the Moscow region of the Russian Federation. Alcohol 38, 133-137.

Chan, D., Bar-Oz, B., Pellerin, B., Paciorek, C., Klein, J., Kapur, B., Farine, D., and Koren, G. (2003) Population baseline of meconium fatty acid ethyl esters among infants of nondrinking women in Jerusalem and Toronto. Ther Drug Monit 25, 271-278.

Chan, D., Caprara, D., Blanchette, P., Klein, J., and Koren, G. (2004a) Recent developments in meconium and hair testing methods for the confirmation of gestational exposures to alcohol and tobacco smoke. Clin Biochem 37, 429-438.

Page 212: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

194

Chan, D., Klein, J., Karaskov, T., and Koren, G. (2004b) Fetal exposure to alcohol as evidenced by fatty acid ethyl esters in meconium in the absence of maternal drinking history in pregnancy. Ther Drug Monit 26, 474-481.

Chin, J. H. and Goldstein, D. B. (1981) Membrane-disordering action of ethanol: variation with membrane cholesterol content and depth of the spin label probe. Mol Pharmacol 19, 425-431.

Chin, J. H. and Goldstein, D. B. (1977) Effects of low concentrations of ethanol on the fluidity of spin-labeled erythrocyte and brain membranes. Mol Pharmacol 13, 435-441.

Chudley, A. E., Conry, J., Cook, J. L., Loock, C., Rosales, T., and LeBlanc, N. (2005) Fetal alcohol spectrum disorder: Canadian guidelines for diagnosis. CMAJ 172, S1-S21.

Church, M. W., Crossland, W. J., Holmes, P. A., Overbeck, G. W., and Tilak, J. P. (1998) Effects of prenatal cocaine on hearing, vision, growth, and behavior. Ann N Y Acad Sci 846, 12-28.

Cohen-Kerem, R. and Koren, G. (2003) Antioxidants and fetal protection against ethanol teratogenicity. I. Review of the experimental data and implications to humans. Neurotoxicol Teratol 25, 1-9.

Colvin, L., Payne, J., Parsons, D., Kurinczuk, J. J., and Bower, C. (2007) Alcohol consumption during pregnancy in nonindigenous West Australian women. Alcohol Clin Exp Res 31, 276-284.

Cone-Wesson, B. (2005) Prenatal alcohol and cocaine exposure: influences on cognition, speech, language, and hearing. J Commun Disord 38, 279-302.

Conigrave, K. M., Davies, P., Haber, P., and Whitfield, J. B. (2003) Traditional markers of excessive alcohol use. Addiction 98 Suppl 2, 31-43.

Cook, J. D. (2003) Biochemical markers of alcohol use in pregnant women. Clin Biochem 36, 9-19.

Cooper, G. and Schiller, A. L. (1975) Anatomy of the Guinea Pig. Harvard Univesity Press, Cambridge, MA.

Covington, C. Y., Nordstrom-Klee, B., Ager, J., Sokol, R., and aney-Black, V. (2002) Birth to age 7 growth of children prenatally exposed to drugs: a prospective cohort study. Neurotoxicol Teratol 24, 489-496.

Page 213: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

195

Crome, I. B. and Kumar, M. T. (2007) Epidemiology of drug and alcohol use in young women. Semin Fetal Neonat M 12, 98-105.

Crow, K. E. and Batt, R. D. (1989) Human metabolism of alcohol: Pharmacokinetics, Medicolegal Aspects, and General Interests. CRC Press, Boca Raton, FL.

Cudd, T. A. (2005) Animal model systems for the study of alcohol teratology. Exp Biol Med 230, 389-393.

Curtis, P. A. and McCullough, C. (1993) The impact of alcohol and other drugs on the child welfare system. Child welfare 72, 533-542.

Davis, W. L., Crawford, L. A., Cooper, O. J., Farmer, G. R., Thomas, D. L., and Freeman, B. L. (1990) Ethanol induces the generation of reactive free radicals by neural crest cells in vitro. J Craniofac Genet Dev Biol 10, 277-293.

Dawson, H. L. (1930) A study of hair growth in the guinea pig (cavia cobaya). Am J Anat 45, 461-484.

Day, N. L., Cottreau, C. M., and Richardson, G. A. (1993) The epidemiology of alcohol, marijuana, and cocaine use among women of childbearing age and pregnant women. Clin Obstet Gynecol 36, 232-245.

DeLauder, S. F. and Kidwell, D. A. (2000) The incorporation of dyes into hair as a model for drug binding. Forensic Sci Int 107, 93-104.

Derauf, C., Katz, A. R., Frank, D. A., Grandinetti, A., and Easa, D. (2003) The prevalence of methamphetamine and other drug use during pregnancy in Hawaii. Journal of Drug Issues 33, 1001-1016.

Dettling, A., Fischer, F., Bohler, S., Ulrichs, F., Skopp, G., Graw, M., and Haffner, H. T. (2007) Ethanol elimination rates in men and women in consideration of the calculated liver weight. Alcohol 41, 415-420.

Dobbing, J. and Sands, J. (1979) Comparative aspects of the brain growth spurt. Early Hum Dev 3, 79-83.

Doris, J. L., Meguid, V., Thomas, M., Blatt, S., and Eckenrode, J. (2006) Prenatal cocaine exposure and child welfare outcomes. Child Maltreatment 11, 326-337.

Page 214: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

196

Doyle, K. M., Bird, D. A., al-Salihi, S., Hallaq, Y., Cluette-Brown, J. E., Goss, K. A., and Laposata, M. (1994) Fatty acid ethyl esters are present in human serum after ethanol ingestion. J Lipid Res 35, 428-437.

Doyle, K. M., Cluette-Brown, J. E., Dube, D. M., Bernhardt, T. G., Morse, C. R., and Laposata, M. (1996) Fatty acid ethyl esters in the blood as markers for ethanol intake. JAMA 276, 1152-1156.

Droenner, P., Schmitt, G., Aderjan, R., and Zimmer, H. (2002) A kinetic model describing the pharmacokinetics of ethyl glucuronide in humans. Forensic Sci Int 126, 24-29.

Durward, A. and Rudall, K. M. (1949) Studies on hair growth in the rat. J Anat 83, 325-35, 4.

Ebrahim, S. H., Diekman, S. T., Floyd, R. L., and Decoufle, P. (1999) Comparison of binge drinking among pregnant and nonpregnant women, United States, 1991-1995. Am J Obstet Gynecol 180, 1-7.

Ebrahim, S. H., Luman, E. T., Floyd, R. L., Murphy, C. C., Bennett, E. M., and Boyle, C. A. (1998) Alcohol consumption by pregnant women in the United States during 1988-1995. Obstet Gynecol 92, 187-192.

Ernhart, C. B., Morrow-Tlucak, M., Sokol, R. J., and Martier, S. (1988) Underreporting of alcohol use in pregnancy. Alcohol Clin Exp Res 12, 506-511.

Ethen, M. K., Ramadhani, T. A., Scheuerle, A. E., Canfield, M. A., Wyszynski, D. F., Druschel, C. M., and Romitti, P. A. (2008) Alcohol Consumption by Women Before and During Pregnancy. Matern Child Health J

Fast, D. K., Conry, J., and Loock, C. A. (1999) Identifying fetal alcohol syndrome among youth in the criminal justice system. J Dev Behav Pediatr 20, 370-372.

Floyd, R. L., Decoufle, P., and Hungerford, D. W. (1999) Alcohol use prior to pregnancy recognition. Am J Prev Med 17, 101-107.

Fluke, J. D., Shusterman, G. R., Hollinshead, D. M., and Yuan, Y.-Y. T. (2008a) Longitudinal analysis of repeated child abuse reporting and victimization: Multistate analysis of associated factors. Child Maltreatment 13, 76-88.

Fluke, J. D., Shusterman, G. R., Hollinshead, D. M., and Yuan, Y.-Y. T. (2008b) Longitudinal analysis of repeated child abuse reporting and victimization: Multistate analysis of associated factors. Child Maltreatment 13, 76-88.

Page 215: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

197

Frank, D. A., Augustyn, M., Knight, W. G., Pell, T., and Zuckerman, B. (2001) Growth, development, and behavior in early childhood following prenatal cocaine exposure: a systematic review. JAMA 285, 1613-1625.

Frank, D. A., Jacobs, R. R., Beeghly, M., Augustyn, M., Bellinger, D., Cabral, H., and Heeren, T. (2002) Level of prenatal cocaine exposure and scores on the Bayley Scales of Infant Development: modifying effects of caregiver, early intervention, and birth weight. Pediatrics 110, 1143-1152.

Frank, D. A., Zuckerman, B. S., Amaro, H., Aboagye, K., Bauchner, H., Cabral, H., Fried, L., Hingson, R., Kayne, H., Levenson, S. M., and . (1988) Cocaine use during pregnancy: prevalence and correlates. Pediatrics 82, 888-895.

Freisthler, B. and Weiss, R. E. (2008) Using Bayesian space-time models to understand the substance use environment and risk for being referred to child protective services. Subst Use Misuse 43, 239-251.

Freisthler, B., Gruenewald, P. J., Remer, L. G., Lery, B., and Needell, B. (2007) Exploring the Spatial Dynamics of Alcohol Outlets and Child Protective Services Referrals,Substantiations, and Foster Care Entries. Child Maltreatment 12, 114-124.

Fridovich, I. (1978) The biology of oxygen radicals. Science 201, 875-880.

Garro, A. J., McBeth, D. L., Lima, V., and Lieber, C. S. (1991) Ethanol consumption inhibits fetal DNA methylation in mice: implications for the fetal alcohol syndrome. Alcohol Clin Exp Res 15, 395-398.

Gloor, M. (1978) Cosmetic Sciences. Academic Press, New York.Gautam, L., Scott, K. S., and Cole, M. D. (2005) Amphetamine binding to synthetic melanin and scatchard analysis of binding data. J Anal Toxicol 29, 339-344.

Gearing, R. E., McNeil, T., and Lozier, F. A. (2005) Father involvement and fetal alcohol spectrum disorders: developing best practices. JFAS Int 3, e14

Gearing, R. E., Selkirk, E. K., Koren, G., Leslie, M., Motz, M., Zelazo, L. B., McNeill, T., and Lozier, F. A. (2008) Perspectives of mothers with substance use problems on father involvement. Can J Clin Pharmacol 15, e99-107.

Goodman, D. S. and Deykin, D. (1963) Fatty acid ethyl ester formation during ethanol metabolism in vivo. Proc Soc Exp Biol Med 113, 65-67.

Page 216: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

198

Gough, P. and Fuchs, D. (2006) Children with FASD-related Disabilities Receiving Services from Child Welfare Agencies in Manitoba. Centre of Excellence for Child Welfare. Retrieved Jan. 30, 2008, from http://www.cecw-cepb.ca/files/file/en/CICwithFASDrelateddisabilities33E.pdf.

Grandjean, E. (1988) Fitting the task to the man: a textbook of occupational ergonomics. Taylor & Francis, London.

Grant, B. F. (2000) Estimates of US children exposed to alcohol abuse and dependence in the family. American Journal of Public Health 90, 112-115.

Grant, B. F., Dawson, D. A., Stinson, F. S., Chou, S. P., Dufour, M. C., and Pickering, R. P. (2004) The 12-month prevalence and trends in DSM-IV alcohol abuse and dependence: United States, 1991-1992 and 2001-2002. Drug Alcohol Depend 74, 223-234.

Grant, B. F., Peterson, A., Dawson, D. A., and Chou, S. P. (1994) Source and Accuracy Statement for the National Longitudinal Alcohol Epidemiologic Survey (NLAES). NIAAA, Bethesda, MD.

Green, S. J. and Wilson, J. F. (1996) The effect of hair color on the incorporation of methadone into hair in the rat. J Anal Toxicol 20, 121-123.

Greene, C. E. (1968) Anatomy of the Rat, Transactions of the American Philosophical Society. Hafner Publishing Company, New York, NY.

Grigor, M. R. and Bell, I. C., Jr. (1973) Synthesis of fatty acid esters of short-chain alcohols by an acyltransferase in rat liver microsomes. Biochim Biophys Acta 306, 26-30.

Gubala, W. and Zuba, D. (2003) Gender differences in the pharmacokinetics of ethanol in saliva and blood after oral ingestion. Pol J Pharmacol 55, 639-644.

Gygi, S. P., Joseph, R. E., Jr., Cone, E. J., Wilkins, D. G., and Rollins, D. E. (1996) Incorporation of codeine and metabolites into hair. Role of pigmentation. Drug Metab Dispos 24, 495-501.

Gygi, S. P., Wilkins, D. G., and Rollins, D. E. (1997) A comparison of phenobarbital and codeine incorporation into pigmented and nonpigmented rat hair. J Pharm Sci 86, 209-214.

Haber, P. S., Wilson, J. S., Apte, M. V., and Pirola, R. C. (1993) Fatty acid ethyl esters increase rat pancreatic lysosomal fragility. J Lab Clin Med 121, 759-764.

Page 217: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

199

Halmesmaki, E., Roine, R., and Salaspuro, M. (1992) Gamma-glutamyltransferase, aspartate and alanine aminotransferases and their ratio, mean cell volume and urinary dolichol in pregnant alcohol abusers. Br J Obstet Gynaecol 99, 287-291.

Halvorson, M. R., Campbell, J. L., Sprague, G., Slater, K., Noffsinger, J. K., and Peterson, C. M. (1993) Comparative evaluation of the clinical utility of three markers of ethanol intake: the effect of gender. Alcohol Clin Exp Res 17, 225-229.

Hannigan, J. H., Spear, L. P., Spear, N. E., and Goodlett, C. R. (1999) Alcoholism and Alcoholism: Effects on Brain and Development. Lawrence Erlbaum Associates, Inc., Mahwah, NJ.

Hard, M. L., Einarson, T. R., and Koren, G. (2001) The role of acetaldehyde in pregnancy outcome after prenatal alcohol exposure. Ther Drug Monit 23, 427-434.

Hardmann, J. G., Limbird, L. E., and Gilmann, A. G. (2001) Goodman & Gilmann's, The Pharmacological Basis of Therapeutics. McGraw-Hill Medical Publishing, New York.

Harkey, M. R. (1993) Anatomy and physiology of hair. Forensic Sci Int 63, 9-18.

Hartwig, S., Auwarter, V., and Pragst, F. (2003a) Effect of hair care and hair cosmetics on the concentrations of fatty acid ethyl esters in hair as markers of chronically elevated alcohol consumption. Forensic Sci Int 131, 90-97.

Hartwig, S., Auwarter, V., and Pragst, F. (2003b) Fatty Acid ethyl esters in scalp, pubic, axillary, beard and body hair as markers for alcohol misuse. Alcohol Alcohol 38, 163-167.

Harvey, J. A., Romano, A. G., Gabriel, M., Simansky, K. J., Du, W., Aloyo, V. J., and Friedman, E. (2001) Effects of prenatal exposure to cocaine on the developing brain: anatomical, chemical, physiological and behavioral consequences. Neurotox Res 3, 117-143.

Harwood, H. and Napolitano, D. (1985) Economic Implications of the Fetal Alcohol Syndrome. Alcohol Health Res World 38-43.

Hasselblatt, M., Martin, F., Maul, O., Ehrenreich, H., and Kernbach-Wighton, G. (2001) Persistent macrocytosis following abstinence from chronic alcohol use. JAMA 286, 2946.

Hazelett, S. E., Liebelt, R. A., Brown, W. J., Androulakakis, V., Jarjoura, D., and Truitt, E. B., Jr. (1998) Evaluation of acetaldehyde-modified hemoglobin and other markers of chronic heavy alcohol use: effects of gender and hemoglobin concentration. Alcohol Clin Exp Res 22, 1813-1819.

Page 218: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

200

Hebel, R. and Stromberg, M. W. (1976) Anatomy of the Laboratory Rat. The Willianms and Wilkins Company, Baltimore, MD.

Helander, A. and Beck, O. (2005) Ethyl sulfate: a metabolite of ethanol in humans and a potential biomarker of acute alcohol intake. J Anal Toxicol 29, 270-274.

Henderson, G. I., Devi, B. G., Perez, A., and Schenker, S. (1995) In utero ethanol exposure elicits oxidative stress in the rat fetus. Alcohol Clin Exp Res 19, 714-720.

Henderson, G. L., Harkey, M. R., Zhou, C., Jones, R. T., and Jacob III, P. (1998) Incorporation of isotopically labeled cocaine into human hair: Race as a factor. J Anal Tox 22, 156-165.

Hoek, J. B. and Taraschi, T. F. (1988) Cellular adaptation to ethanol. Trends Biochem Sci 13, 269-274.

Houet, T., Vabret, F., Herlicoviez, M., and Dreyfus, M. (2006) Comparison of women's alcohol consumption before and during pregnancy from a prospective series of 150 women. Revue Sage - Femme 5, 193-199.

Hoyme, H. E., May, P. A., Kalberg, W. O., Kodituwakku, P., Gossage, J. P., Trujillo, P. M., Buckley, D. G., Miller, J. H., Aragon, A. S., Khaole, N., Viljoen, D. L., Jones, K. L., and Robinson, L. K. (2005) A practical clinical approach to diagnosis of fetal alcohol spectrum disorders: clarification of the 1996 institute of medicine criteria. Pediatrics 115, 39-47.

Hubbard, D. L., Wilkins, D. G., and Rollins, D. E. (2000) The incorporation of cocaine and metabolites into hair: effects of dose and hair pigmentation. Drug Metab Dispos 28, 1464-1469.

Hulse, G. K., English, D. R., Milne, E., Holman, C. D., and Bower, C. I. (1997) Maternal cocaine use and low birth weight newborns: a meta-analysis. Addiction 92, 1561-1570.

Hungund, B. L. and Gokhale, V. S. (1994) Reduction of fatty acid ethyl ester accumulation by ganglioside GM1 in rat fetus exposed to ethanol. Biochem Pharmacol 48, 2103-2108.

Hurly, J. and Horowitz, J. (1990) Alcohol and Health. Hemisphere Publishing Corporation, US.

Hutson.J.R, Magri, R., Suarez, H., Miguez, H., Gareri, J., and Koren, G. (2007) High prevalence of prenatal exposure to alcohol and other drugs of abuse in Uruguay as determined by meconium analysis. Alcohol Clin Exp Res 31, 718A

Page 219: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

201

Idanpaan-Heikkila, J., Jouppila, P., Akerblom, H. K., Isoaho, R., Kauppila, E., and Koivisto, M. (1972) Elimination and metabolic effects of ethanol in mother, fetus, and newborn infant. Am J Obstet Gynecol 112, 387-393.

Imperato-McGinley, J., Gautier, T., Cai, L. Q., Yee, B., Epstein, J., and Pochi, P. (1993) The androgen control of sebum production. Studies of subjects with dihydrotestosterone deficiency and complete androgen insensitivity. J Clin Endocrinol Metab 76, 524-528.

Isenberg, K. E., Bora, P. S., Zhou, X., Wu, X., Moore, B. W., and Lange, L. G. (1992) Nonoxidative ethanol metabolism: expression of fatty acid ethyl ester synthase-III in cultured neural cells. Biochem Biophys Res Commun 185, 938-943.

Jacobson, J. L. and Jacobson, S. W. (1994) Prenatal alcohol exposure and neurobehavioral development: Where is the threshold? Alcohol Health Res World 18, 30-36.

Jacobson, J. L., Jacobson, S. W., and Sokol, R. J. (1994a) Effects of prenatal exposure to alcohol, smoking, and illicit drugs on postpartum somatic growth. Alcohol Clin Exp Res 18, 317-323.

Jacobson, J. L., Jacobson, S. W., Sokol, R. J., Martier, S. S., Ager, J. W., and Kaplan-Estrin, M. G. (1993a) Teratogenic effects of alcohol on infant development. Alcohol Clin Exp Res 17, 174-183.

Jacobson, J. L., Jacobson, S. W., Sokol, R. J., Martier, S. S., Ager, J. W., and Shankaran, S. (1994b) Effects of alcohol use, smoking, and illicit drug use on fetal growth in black infants. J Pediatr 124, 757-764.

Jacobson, S. W. (2006) Meconium fatty adid ethyl esters (FAEEs) as predictors of severity of fetal alcohol disorder. Alcohol Clin Exp Res 30, S175.

Jacobson, S. W., Jacobson, J. L., and Sokol, R. J. (1994c) Effects of fetal alcohol exposure on infant reaction time. Alcohol Clin Exp Res 18, 1125-1132.

Jacobson, S. W., Jacobson, J. L., Sokol, R. J., Martier, S. S., and Ager, J. W. (1993b) Prenatal alcohol exposure and infant information processing ability. Child Dev 64, 1706-1721.

Janda, I., Weinmann, W., Kuehnle, T., Lahode, M., and Alt, A. (2002) Determination of ethyl glucuronide in human hair by SPE and LC-MS/MS. Forensic Sci Int 128, 59-65.

Jaudes, P. K., Ekwo, E., and Van Voorhis, J. (1995) Association of drug abuse and child abuse. Child Abuse and Neglect 19, 1065-1075.

Page 220: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

202

Johnson, A. R., Fogerty, A. C., Hood, R. L., Kozuharov, S., and Ford, G. L. (1976) Gas-liquid chromatography of ethyl ester artifacts formed during the preparation of fatty acid methyl esters. J Lipid Res 17, 431-432.

Jones, K. L. and Smith, D. W. (1973) Recognition of the fetal alcohol syndrome in early infancy. Lancet 302, 999-1001.

Jones, K. L. and Smith, D. W. (1975) The fetal alcohol syndrome. Teratology 12, 1-10.

Jones, K. L., Smith, D. W., Ulleland, C. N., and Streissguth, P. (1973) Pattern of malformation in offspring of chronic alcoholic mothers. Lancet 1, 1267-1271.

Joseph, R. E., Jr., Su, T. P., and Cone, E. J. (1996) In vitro binding studies of drugs to hair: influence of melanin and lipids on cocaine binding to Caucasoid and Africoid hair. J Anal Toxicol 20, 338-344.

Joseph, R. E., Jr., Tsai, W. J., Tsao, L. I., Su, T. P., and Cone, E. J. (1997) In vitro characterization of cocaine binding sites in human hair. J Pharmacol Exp Ther 282, 1228-1241.

Jurado, C., Soriano, T., Gimenez, M. P., and Menendez, M. (2004) Diagnosis of chronic alcohol consumption. Hair analysis for ethyl-glucuronide. Forensic Sci Int 145, 161-166.

Kalberg, W. O. and Buckley, D. (2007) FASD: what types of intervention and rehabilitation are useful? Neurosci Biobehav Rev 31, 278-285.

Kelleher, K., Chaffin, M., Hollenberg, J., and Fischer, E. (1994) Alcohol and drug disorders among physically abusive and neglectful parents in a community-based sample. American Journal of Public Health 84, 1586-1590.

Kelly, R. C., Mieczkowski, T., Sweeney, S. A., and Bourland, J. A. (2000) Hair analysis for drugs of abuse. Hair color and race differentials or systematic differences in drug preferences? Forensic Sci Int 107, 63-86.

Kidwell, D. A., Lee, E. H., and DeLauder, S. F. (2000) Evidence for bias in hair testing and procedures to correct bias. Forensic Sci Int 107, 39-61.

Kidwell, D. A. and Smith, F. P. (2007) Passive Exposure, Decontamination Procedures, Cutoffs, and Bias: Pitfalls in the Interpretation of Hair Analysis Results for Cocaine Use; Analytical and Practical Aspects of Drug Testing in Hair. Kintz, P. CRC Press, Boca Raton, FL.

Page 221: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

203

Kikura, R. and Nakahara, Y. (1998) [Studies on mechanism of drug incorporation into hair]. Kokuritsu Iyakuhin Shokuhin Eisei Kenkyusho Hokoku 30-45.

Kimura, K. A., Reynolds, J. N., and Brien, J. F. (2000) Ethanol neurobehavioral teratogenesis and the role of the hippocampal glutamate-N-methyl-D-aspartate receptor-nitric oxide synthase system. Neurotoxicol Teratol 22, 607-616.

Kintz, P. (2007) Analytical and Practical Aspects of Drug Testing in Hair. CRC Press, Taylor and Francis Group, Boca Raton, FL.

Klein, J., Chan, D., and Koren, G. (2002) Neonatal hair analysis as a biomarker for in utero alcohol exposure. N Engl J Med 347, 2086

Klein, J., Karaskov, T., and Korent, G. (1999) Fatty acid ethyl esters: a novel biologic marker for heavy in utero ethanol exposure: a case report. Ther Drug Monit 21, 644-646.

Kligman, A. M. and Shelley, W. B. (1958) An investigation of the biology of the human sebaceous gland. J Invest Dermatol 30, 99-125.

Klys, M., Scislowski, M., Rojek, S., and Kolodziej, J. (2005) A fatal clomipramine intoxication case of a chronic alcoholic patient: application of postmortem hair analysis method of clomipramine and ethyl glucuronide using LC/APCI/MS. Leg Med (Tokyo) 7, 319-325.

Kodituwakku, P. W. (2008) Defining the behavioral phenotype in children with fetal alcohol spectrum disorders: A review. Neurosci Biobehav Rev

Koren, G., Hutson, J., and Gareri, J. (2008) Novel methods for the detection of drug and alcohol exposure during pregnancy: implications for maternal and child health. Clin Pharmacol Ther 83, 631-634.

Koren, G. and Navioz, Y. (2003) Historical perspective: the original description of fetal alcohol spectrum disorder in France, 1967. Ther Drug Monit 25, 131

Kronstrand, R., Ahlner, J., Dizdar, N., and Larson, G. (2003) Quantitative analysis of desmethylselegiline, methamphetamine, and amphetamine in hair and plasma from Parkinson patients on long-term selegiline medication. J Anal Toxicol 27, 135-141.

Kronstrand, R., rstberg-Peterson, S., gedal, B., Ahlner, J., and Larson, G. (1999) Codeine concentration in hair after oral administration is dependent on melanin content. Clin Chem 45, 1485-1494.

Page 222: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

204

Kronstrand, R. and Scott, K. (2007) Drug Incorporation into Hair; Analytical and Practical Aspects of Drug Testing in Hair. Kintz, P. CRC Press, Boca Raton, FL.

Kulaga, V., Caprara, D., Iqbal, U., Kapur, B., Klein, J., Reynolds, J., Brien, J., and Koren, G. (2006) Fatty acid ethyl esters (FAEE); comparative accumulation in human and guinea pig hair as a biomarker for prenatal alcohol exposure. Alcohol Alcohol 41, 534-539.

Kulaga, V., Pragst, F., Fulga, N., and Koren, G. (2008) High Prevalence of Positive FAEE Hair Tests Among Families Involved with Children's Aid Societies and Associated Concurrent Drug Use. Fetal Alcohol Spectrum Disorders Study Group, Research Society on Alcoholism, Washington, DC

Larkin, E. C. and Watson-Williams, E. J. (1984) Alcohol and the blood. Med Clin North Am 68, 105-120.

Lange, L. G. (1982) Nonoxidative ethanol metabolism: formation of fatty acid ethyl esters by cholesterol esterase. P Natl Acad Sci USA 79, 3954-3957.

Lange, L. G., Bergmann, S. R., and Sobel, B. E. (1981) Identification of fatty acid ethyl esters as products of rabbit myocardial ethanol metabolism. J Biol Chem 256, 12968-12973.

Lange, L. G. and Sobel, B. E. (1983) Mitochondrial dysfunction induced by fatty acid ethyl esters, myocardial metabolites of ethanol. J Clin Invest 72, 724-731.

Laposata, E. A. and Lange, L. G. (1986) Presence of nonoxidative ethanol metabolism in human organs commonly damaged by ethanol abuse. Science 231, 497-499.

Laposata, E. A., Scherrer, D. E., and Lange, L. G. (1989) Fatty acid ethyl esters in adipose tissue. A laboratory marker for alcohol-related death. Arch Pathol Lab Med 113, 762-766.

Laposata, E. A., Scherrer, D. E., Mazow, C., and Lange, L. G. (1987) Metabolism of ethanol by human brain to fatty acid ethyl esters. J Biol Chem 262, 4653-4657.

Laposata, M. (1998a) Fatty acid ethyl esters: nonoxidative metabolites of ethanol. Addict Biol 3, 5-14.

Laposata, M. (1998b) Fatty acid ethyl esters: ethanol metabolites which mediate ethanol-induced organ damage and serve as markers of ethanol intake. Prog Lipid Res 37, 307-316.

Lemoine, P. (2003) The History of Alcohol Fetopathies (1997). JFAS Int 1, e2

Page 223: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

205

Lemoine, P., Harousseau, H., Borteyru, J. P., and Menuet, J. C. (2003) Children of alcoholic parents--observed anomalies: discussion of 127 cases. Ther Drug Monit 25, 132-136.

Lewis, B. A., Singer, L. T., Short, E. J., Minnes, S., Arendt, R., Weishampel, P., Klein, N., and Min, M. O. (2004) Four-year language outcomes of children exposed to cocaine in utero. Neurotoxicol Teratol 26, 617-627.

Lin, G. W. (1981a) Effect of ethanol feeding during pregnancy on placental transfer of alpha-aminoisobutyric acid in the rat. Life Sci 28, 595-601.

Lin, G. W. (1981b) Fetal malnutrition: a possible cause of the fetal alcohol syndrome. Prog Biochem Pharmacol 18, 115-121.

Littner, Y. and Bearer, C. F. (2007) Detection of alcohol consumption during pregnancy--Current and future biomarkers. Neurosci Biobehav Rev 31, 261-269.

Litvin, J. and Switzer, B. R. (1988) Pharmacokinetics of ethanol in the guinea pig. Alcohol Clin Exp Res 12, 71-76.

Livy, D. J., Parnell, S. E., and West, J. R. (2003) Blood ethanol concentration profiles: a comparison between rats and mice. Alcohol 29, 165-171.

Loebstein, R. and Koren, G. (1997) Pregnancy outcome and neurodevelopment of children exposed in utero to psychoactive drugs: the Motherisk experience. J Psychiatry Neurosci 22, 192-196.

Lumeng, J. C., Cabral, H. J., Gannon, K., Heeren, T., and Frank, D. A. (2007) Pre-natal exposures to cocaine and alcohol and physical growth patterns to age 8 years. Neurotoxicol Teratol 29, 446-457.

Mac, E., Pacis, M., Garcia, G., and Ostrea Jr, E. (1994) A Marker of Fetal Exposure to Alcohol by Meconium Analysis. Pediatr Res 35, 238A

Magnusson, A., ransson, M., and Heilig, M. (2005) Unexpectedly high prevalence of alcohol use among pregnant Swedish women: Failed detection by antenatal care and simple tools that improve detection. J Stud Alcohol 66, 157-164.

Manning, M. and Hoyme, H. E. (2008) Fetal alcohol spectrum disorders: A practical clinical approach to diagnosis. Neurosci Biobehav Rev

Page 224: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

206

Mars, U. and Larsson, B. S. (1999) Pheomelanin as a binding site for drugs and chemicals. Pigment Cell Res 12, 266-274.

Marshall, A. W., Kingstone, D., Boss, M., and Morgan, M. Y. (1983) Ethanol elimination in males and females: relationship to menstrual cycle and body composition. Hepatology 3, 701-706.

Marshall, E. K., Jr. And Fritz, W. F. (1953) The metabolism of ethyl alcohol. J Pharmacol Exp Ther 109, 431-443.

Mayer, M., Lavergne, C., and Baraldi, R. (2004) Substance Abuse and Child Neglect: Intruders in the Family. Centre of Excellence for Child Welfare. Retrieved June 6, 7 A.D., from http://www.cecw-cepb.ca/files/file/en/SubsAbuse14E.pdf.

Meerkerk, G. J., Njoo, K. H., Bongers, I. M., Trienekens, P., and van Oers, J. A. (1999) Comparing the diagnostic accuracy of carbohydrate-deficient transferrin, gamma-glutamyltransferase, and mean cell volume in a general practice population. Alcohol Clin Exp Res 23, 1052-1059.

Mieczkowski, T. (2003) Assessing the potential of a "color effect" for hair analysis of 11-nor-9-carboxy-?9-tetrahydrocannabinol: Analysis of a large sample of hair specimens. Life Sci 74, 463-469.

Mieczkowski, T. (2000) Is a "color effect" demonstrated for hair analysis of carbamazepine? Life Sci 67, 39-43.

Mieczkowski, T. and Kruger, M. (2007) Interpreting the color effect of melanin on cocaine and benzoylecgonine assays for hair analysis: Brown and black samples compared. J Forensic Leg Med 14, 7-15.

Mieczkowski, T. and Newel, R. (1993) An evaluation of patterns of racial bias in hair assays for cocaine: black and white arrestees compared. Forensic Sci Int 63, 85-98.

Mieczkowski, T. and Newel, R. (2000) Statistical examination of hair color as a potential biasing factor in hair analysis. Forensic Sci Int 107, 13-38.

Miller, M. W. and Potempa, G. (1990) Numbers of neurons and glia in mature rat somatosensory cortex: effects of prenatal exposure to ethanol. J Comp Neurol 293, 92-102.

Moore, C., Jones, J., Lewis, D., and Buchi, K. (2003) Prevalence of fatty acid ethyl esters in meconium specimens. Clin Chem 49, 133-136.

Page 225: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

207

Moore, C. M. and Lewis, D. (2001) Fatty acid ethyl esters in meconium: biomarkers for the detection of alcohol exposure in neonates. Clin Chim Acta 312, 235-237.

Montoliu, C., Sancho-Tello, M., Azorin, I., Burgal, M., Valles, S., Renau-Piqueras, J., and Guerri, C. (1995) Ethanol increases cytochrome P4502E1 and induces oxidative stress in astrocytes. J Neurochem 65, 2561-2570.

Morini, L., Marchei, E., Pellegrini, M., Groppi, A., Stramesi, C., Vagnarelli, F., Magnani, C., and Pichini, S. (2008) Liquid Chromatography-Tandem Mass Spectrometry for Ethylglucoronide and Ethylsulfate in meconium: New Biomarkers of Gestational Ethanol Exposure. Ann Toxicol Anal 20 (S1).

Morini, L., Politi, L., Groppi, A., Stramesi, C., and Polettini, A. (2006) Determination of ethyl glucuronide in hair samples by liquid chromatography/electrospray tandem mass spectrometry. J Mass Spectrom 41, 34-42.

Morrow, C. E., Bandstra, E. S., Anthony, J. C., Ofir, A. Y., Xue, L., and Reyes, M. L. (2001) Influence of prenatal cocaine exposure on full-term infant neurobehavioral functioning. Neurotoxicol Teratol 23, 533-544.

Mukherjee, A. B. and Hodgen, G. D. (1982) Maternal ethanol exposure induces transient impairment of umbilical circulation and fetal hypoxia in monkeys. Science 218, 700-702.

Nair, P., Schuler, M. E., Black, M. M., Kettinger, L., and Harrington, D. (2003) Cumulative environmental risk in substance abusing women: Early intervention, parenting stress, child abuse potential and child development. Child Abuse and Neglect 27, 997-1017.

Nakahara, Y. and Kikura, R. (1996) Hair analysis for drugs of abuse. XIII. Effect of structural factors on incorporation of drugs into hair: the incorporation rates of amphetamine analogs. Arch Toxicol 70, 841-849.

Nakahara, Y., Kikura, R., and Takahashi, K. (1998) Hair analysis for drugs of abuse XX. Incorporation and behaviors of seven methamphetamine homologs in the rat hair root. Life Sci 63, 883-893.

Nakahara, Y., Ochiai, T., and Kikura, R. (1992) Hair analysis for drugs of abuse. V. The facility in incorporation of cocaine into hair over its major metabolites, benzoylecgonine and ecgonine methyl ester. Arch Toxicol 66, 446-449.

Page 226: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

208

Nakahara, Y., Takahashi, K., and Kikura, R. (1995) Hair analysis for drugs of abuse. X. Effect of physicochemical properties of drugs on the incorporation rates into hair. Biol Pharm Bull 18, 1223-1227.

National Center for Biotechnology Information. (2008) Ethanol- compound summary. PubChem Compound. Retrieved Oct. 10, 2008, from http://pubchem.ncbi.nlm.nih.gov/summary/summary.cgi?cid=702&loc=ec_rcs.

National Institute on Alcohol Abuse and Alcoholism. (2005) What is a standard drink? A pocket guide for alcohol screening and brief intervention. Retrieved Apr. 4, 2008, from http://pubs.niaaa.nih.gov/publications/Practitioner/PocketGuide/pocket_guide2.htm.

National Organization of Fetal Alcohol Syndrome. (2004) Historic agreement heralds new era for prevention and treatment of fetal alcohol spectrum disorders. Retrieved Oct. 01, 2007, from http://www.nofas.org/news/04152004.aspx.

Nava-Ocampo, A. A., Velazquez-Armenta, Y., Brien, J. F., and Koren, G. (2004) Elimination kinetics of ethanol in pregnant women. Reprod Toxicol 18, 613-617.

Newsome, W. H. and Rattray, J. B. (1966) Fatty acid ethyl ester formation by plasma in vitro. Can J Biochem 44, 219-227.

Neubauer, O. (1901) Glucuronsäurepaarung bei Stoffen der Fettreihe. Archive für expirimentelle Pathologie und Pharmakologie 46, 135-154.

Niemela, O., Halmesmaki, E., and Ylikorkala, O. (1991) Hemoglobin-acetaldehyde adducts are elevated in women carrying alcohol-damaged fetuses. Alcohol Clin Exp Res 15, 1007-1010.

Nikkari, T. (1974) Comparative chemistry of sebum. J Invest Dermatol 62, 257-267.

Noland, J. S., Singer, L. T., Arendt, R. E., Minnes, S., Short, E. J., and Bearer, C. F. (2003) Executive functioning in preschool-age children prenatally exposed to alcohol, cocaine, and marijuana. Alcohol Clin Exp Res 27, 647-656.

Nulman, I., O'Hayon, B., Gladstone, J., and Koren, G. (1998) The Effects of Alcohol on The Fetal Brain: The Central Nervous System Tragedy; Handbook of Developmental Neurotoxicology. Slikker Jr., W. and Chang, L. W. Academic Press, New York.

Page 227: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

209

Nystrom, M., Perasalo, J., Pikkarainen, J., and Salaspuro, M. (1993) Conventional laboratory tests as indicators of heavy drinking in young university students. Scand J Prim Health Care 11, 44-49.

O'Connor, M. J. and Whaley, S. E. (2003) Alcohol Use in Pregnant Low-Income Women. J Stud Alcohol 64, 773-783.

Oh, S. I., Kim, C. I., Chun, H. J., and Park, S. C. (1998) Chronic ethanol consumption affects glutathione status in rat liver. J Nutr 128, 758-763

Olson, H. C., Jirikovic, T., and Kartin, D. (2007) Responding to the Chanllenge of Early Intervention for Fetal Alcohol Spectrum Disorders. Infant Young Child 20, 172-189.

Ostrea, Jr., Hernandez, J. D., Bielawski, D. M., Kan, J. M., Leonardo, G. M., Abela, M. B., Church, M. W., Hannigan, J. H., Janisse, J. J., Ager, J. W., and Sokol, R. J. (2006) Fatty acid ethyl esters in meconium: Are they biomarkers of fetal alcohol exposure and effect? Alcohol Clin Exp Res 30, 1152-1159.

Oyelese, Y. and Ananth, C. V. (2006) Placental abruption. Obstet Gynecol 108, 1005-1016.

Ozeki, H., Ito, S., and Wakamatsu, K. (1996) Chemical characterization of melanins in sheep wool and human hair. Pigment Cell Res 9, 51-57.

Pastan, I. H., Johnson, G. S., and Anderson, W. B. (1975) Role of cyclic nucleotides in growth control. Annu Rev Biochem 44, 491-522.

Patton, S. and McCarthy, R. D. (1966) Conversion of alcohol to ethyl esters of fatty acids by the lactating goat. Nature 209, 616-617.

Paus, R. and Cotsarelis, G. (1999) The biology of hair follicles. New England Journal of Medicine 341, 491-497.

Pennington, S. (1988) Ethanol-induced growth inhibition: the role of cyclic AMP-dependent protein kinase. Alcohol Clin Exp Res 12, 125-129.

Peterson, C. M., Jovanovic-Peterson, L., and Schmid-Formby, F. (1988) Rapid association of acetaldehyde with hemoglobin in human volunteers after low dose ethanol. Alcohol 5, 371-374.

Page 228: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

210

Peterson, J., Kirchner, H. L., Xue, W., Minnes, S., Singer, L. T., and Bearer, C. F. (2008) Fatty acid ethyl esters in meconium are associated with poorer neurodevelopmental outcomes to two years of age. J Pediatr 152, 788-792.

Pierce, D. R. and West, J. R. (1986) Blood alcohol concentration: a critical factor for producing fetal alcohol effects. Alcohol 3, 269-272.

Politi, L., Morini, L., Leone, F., and Polettini, A. (2006) Ethyl glucuronide in hair: Is it a reliable marker of chronic high levels of alcohol consumption? Addiction 101, 1408-1412.

Politi, L., Morini, L., Mari, F., Groppi, A., and Bertol, E. (2008) Ethyl glucuronide and ethyl sulfate in autopsy samples 27 years after death. Int J Legal Med 122, 507-509.

Politi, L., Zucchella, A., Morini, L., Stramesi, C., and Polettini, A. (2007) Markers of chronic alcohol use in hair: comparison of ethyl glucuronide and cocaethylene in cocaine users. Forensic Sci Int 172, 23-27.

Potsch, L. (1996) A discourse on human hair fibers and reflections on the conservation of drug molecules. Int J Legal Med 108, 285-293.

Potsch, L., Emmerich, P., and Skopp, G. (2002a) Preliminary approach to elucidate the role of pigment as a binding site for drugs and chemicals in anagen hair: differential uptake of 3H-haloperidol by pigment-producing compared to non-pigment-producing cell lines. Int J Legal Med 116, 58-61.

Potsch, L., Emmerich, P., and Skopp, G. (2002b) Preliminary approach to elucidate the role of pigment as a binding site for drugs and chemicals in anagen hairs: pigments as carriers for 3H-haloperidol in HaCaT/Sk-Mel-1 co-cultures. Int J Legal Med 116, 12-16.

Potsch, L., Skopp, G., and Moeller, M. R. (1997a) Influence of pigmentation on the codeine content of hair fibers in guinea pigs. J Forensic Sci 42, 1095-1098.

Potsch, L., Skopp, G., and Rippin, G. (1997b) A comparison of 3H-cocaine binding on melanin granules and human hair in vitro. Int J Legal Med 110, 55-62.

Pragst, F., Auwaerter, V., Sporkert, F., and Spiegel, K. (2001) Analysis of fatty acid ethyl esters in hair as possible markers of chronically elevated alcohol consumption by headspace solid-phase microextraction (HS-SPME) and gas chromatography-mass spectrometry (GC-MS). Forensic Sci Int 121, 76-88.

Page 229: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

211

Pragst, F. and Balikova, M. A. (2006) State of the art in hair analysis for detection of drug and alcohol abuse. Clin Chim Acta 370, 17-49.

Pragst, F. and Yegles, M. (2008) Determination of fatty acid ethyl esters (FAEE) and ethyl glucuronide (EtG) in hair: a promising way for retrospective detection of alcohol abuse during pregnancy? Ther Drug Monit 30, 255-263.

Pragst, F. and Yegles, M. (2007) Alcohol Markers in Hair; Analytical and Practical Aspects of Drug Testing in Hair. Kintz, P. CRC Press, Boca Raton, FL.

Pratt, D. S. and Kaplan, M. M. (2000) Evaluation of abnormal liver-enzyme results in asymptomatic patients. N Engl J Med 342, 1266-1271.

Project CHOICES Research Group. (2002) Alcohol-exposed pregnancy: characteristics associated with risk. Am J Prev Med 23, 166-173.

Prota, G. (2000) Melanins, melanogenesis and melanocytes: looking at their functional significance from the chemist's viewpoint. Pigment Cell Res 13, 283-293.

Qazi, Q. H., Chua, A., Milman, D., and Solish, G. (1982) Factors influencing outcome of pregnancy in heavy-drinking women. Dev Pharmacol Ther 4, 6-11.

Rakhimov, M. M., Almatov, K. T., Mirtalipov, D. T., Kasimova, G. M., and Khodzhaeva, N. I. (1988) Formation of phosphatidylethanol in alcoholic intoxication. Vopr Med Khim 34, 101-107.

Refaai, M. A., Nguyen, P. N., Steffensen, T. S., Evans, R. J., Cluette-Brown, J. E., and Laposata, M. (2002) Liver and adipose tissue fatty acid ethyl esters obtained at autopsy are postmortem markers for premortem ethanol intake. Clin Chem 48, 77-83.

Ramanathan, R., Wilkemeyer, M. F., Mittal, B., Perides, G., and Charness, M. E. (1996) Alcohol inhibits cell-cell adhesion mediated by human L1. J Cell Biol 133, 381-390.

Randall, C. L., Anton, R. F., Becker, H. C., Hale, R. L., and Ekblad, U. (1991a) Aspirin dose-dependently reduces alcohol-induced birth defects and prostaglandin E levels in mice. Teratology 44, 521-529.

Randall, C. L., Becker, H. C., and Anton, R. F. (1991b) Effect of ibuprofen on alcohol-induced teratogenesis in mice. Alcohol Clin Exp Res 15, 673-677.

Page 230: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

212

Reid, R. W., O'Connor, F. L., Deakin, A. G., Ivery, D. M., and Crayton, J. W. (1996) Cocaine and metabolites in human graying hair: Pigmentary relationship. J Toxicol Clin Toxic 34, 685-690.

Reynaud, M., Hourcade, F., Planche, F., Albuisson, E., Meunier, M. N., and Planche, R. (1998) Usefulness of carbohydrate-deficient transferrin in alcoholic patients with normal gamma-glutamyltranspeptidase. Alcohol Clin Exp Res 22, 615-618.

Reynolds, J. D. and Brien, J. F. (1995) Ethanol neurobehavioural teratogenesis and the role of L-glutamate in the fetal hippocampus. Can J Physiol Pharmacol 73, 1209-1223.

Rice, D. P., Kelman, S., and Miller, L. S. (1991) Estimates of economic costs of alcohol and drug abuse and mental illness, 1985 and 1988. Public Health Rep 106, 280-292.

Riveros-Rosas, H., Julian-Sanchez, A., and Pina, E. (1997) Enzymology of ethanol and acetaldehyde metabolism in mammals. Arch Med Res 28, 453-471.

Robbins, C. R. (2002) Chemical and Physical Behavior of Human Hair. Springer-Verlag, New York, NY.

Rollins, D. E., Wilkins, D. G., Krueger, G. G., Augsburger, M. P., Mizuno, A., O'Neal, C., Borges, C. R., and Slawson, M. H. (2003) The effect of hair color on the incorporation of codeine into human hair. J Anal Toxicol 27, 545-551.

Ronis, M. J., Huang, J., Crouch, J., Mercado, C., Irby, D., Valentine, C. R., Lumpkin, C. K., Ingelman-Sundberg, M., and Badger, T. M. (1993) Cytochrome P450 CYP 2E1 induction during chronic alcohol exposure occurs by a two-step mechanism associated with blood alcohol concentrations in rats. J Pharmacol Exp Ther 264, 944-950.

Rosalki, S. B., Rau, D., Lehmann, D., and Prentice, M. (1970) Gamma-glutamyl transpeptidase in chronic alcoholism. Lancet 296, 1139.

Russell, M., Martier, S. S., Sokol, R. J., Mudar, P., Jacobson, S., and Jacobson, J. (1996) Detecting risk drinking during pregnancy: a comparison of four screening questionnaires. Am J Public Health 86, 1435-1439.

Salem, R. O., Refaai, M. A., Cluette-Brown, J. E., Russo, J. W., and Laposata, M. (2001) Fatty acid ethyl esters in liver and adipose tissues as postmortem markers for ethanol intake. Clin Chem 47, 722-725.

Page 231: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

213

Sampson, P. D., Bookstein, F. L., Barr, H. M., and Streissguth, A. P. (1994) Prenatal alcohol exposure, birthweight, and measures of child size from birth to age 14 years. Am J Public Health 84, 1421-1428.

Sampson, P. D., Streissguth, A. P., Bookstein, F. L., Little, R. E., Clarren, S. K., Dehaene, P., Hanson, J. W., and Graham, J. M., Jr. (1997) Incidence of fetal alcohol syndrome and prevalence of alcohol-related neurodevelopmental disorder. Teratology 56, 317-326.

Sarkola, T., Eriksson, C. J., Niemela, O., Sillanaukee, P., and Halmesmaki, E. (2000) Mean cell volume and gamma-glutamyl transferase are superior to carbohydrate-deficient transferrin and hemoglobin-acetaldehyde adducts in the follow-up of pregnant women with alcohol abuse. Acta Obstet Gynecol Scand 79, 359-366.

Sarkola, T., Kahila, H., Gissler, M., and Halmesmaki, E. (2007) Risk factors for out-of-home custody child care among families with alcohol and substance abuse problems. Acta Paediatr 96, 1571-1576.

Sato, H., Uematsu, T., Yamada, K., and Nakashima, M. (1993) Chlorpromazine in human scalp hair as an index of dosage history: comparison with simultaneously measured haloperidol. Eur J Clin Pharmacol 44, 439-444.

Savoy-Moore, R. T., Dombrowski, M. P., Cheng, A., Abel, E. A., and Sokol, R. J. (1989) Low dose alcohol contracts the human umbilical artery in vitro. Alcohol Clin Exp Res 13, 40-42.

Scheidweiler, K. B., Cone, E. J., Moolchan, E. T., and Huestis, M. A. (2005) Dose-related distribution of codeine, cocaine, and metabolites into human hair following controlled oral codeine and subcutaneous cocaine administration. J Pharmacol Exp Ther 313, 909-915.

Schloegl, H., Rost, T., Schmidt, W., Wurst, F. M., and Weinmann, W. (2006) Distribution of ethyl glucuronide in rib bone marrow, other tissues and body liquids as proof of alcohol consumption before death. Forensic Sci Int 156, 213-218.

Schmitt, G., Droenner, P., Skopp, G., and Aderjan, R. (1997) Ethyl glucuronide concentration in serum of human volunteers, teetotalers, and suspected drinking drivers. J Forensic Sci 42, 1099-1102.

Page 232: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

214

Schmitt, G., Aderjan, R., Keller, T., and Wu, M. (1995) Ethyl glucuronide: an unusual ethanol metabolite in humans. Synthesis, analytical data, and determination in serum and urine. J Anal Toxicol 19, 91-94.

Schuetze, P., Eiden, R. D., and Coles, C. D. (2007) Prenatal cocaine and other substance exposure: effects on infant autonomic regulation at 7 months of age. Dev Psychobiol 49, 276-289.

Seljamo, S., Aromaa, M., Koivusilta, L., Rautava, P., Sourander, A., Helenius, H., and Sillanpaa, M. (2006) Alcohol use in families: A 15-year prospective follow-up study. Addiction 101, 984-992.

Shankaran, S., Lester, B. M., Das, A., Bauer, C. R., Bada, H. S., Lagasse, L., and Higgins, R. (2007) Impact of maternal substance use during pregnancy on childhood outcome. Semin Fetal Neonatal Med 12, 143-150.

Sillanaukee, P., Alho, H., Strd, N., Jousilahti, P., Vartiainen, E., Olsson, U., and Sillanaukee, P. (2000) Effect of hormone balance on carbohydrate-deficient transferrin and gamma-glutamyltransferase in female social drinkers. Alcohol Clin Exp Res 24, 1505-1509.

Skopp, G., Schmitt, G., Potsch, L., Dronner, P., Aderjan, R., and Mattern, R. (2000) Ethyl glucuronide in human hair. Alcohol Alcohol 35, 283-285.

Slawson, M. H., Wilkins, D. G., Foltz, R. L., and Rollins, D. E. (1996) Quantitative determination of phencyclidine in pigmented and nonpigmented hair by ion-trap mass spectrometry. J Anal Toxicol 20, 350-354.

Slawson, M. H., Wilkins, D. G., and Rollins, D. E. (1998) The incorporation of drugs into hair: relationship of hair color and melanin concentration to phencyclidine incorporation. J Anal Toxicol 22, 406-413.

Smith, D. K., Johnson, A. B., Pears, K. C., Fisher, P. A., and DeGarmo, D. S. (2007) Child maltreatment and foster care: Unpacking the effects of prenatal and postnatal parental substance use. Child Maltreatment 12, 150-160.

Snodgrass, S. R. (1994) Cocaine babies: a result of multiple teratogenic influences. J Child Neurol 9, 227-233.

Page 233: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

215

Soderberg, B. L., Sicinska, E. T., Blodget, E., Cluette-Brown, J. E., Suter, P. M., Schuppisser, T., Vetter, W., and Laposata, M. (1999) Preanalytical variables affecting the quantification of fatty acid ethyl esters in plasma and serum samples. Clin Chem 45, 2183-2190.

Sokol, R. J., aney-Black, V., and Nordstrom, B. (2003) Fetal alcohol spectrum disorder. JAMA 290, 2996-2999.

Sokol, R. J., Miller, S. I., and Reed, G. (1980) Alcohol abuse during pregnancy: An epidemiologic study. Alcohol Clin Exp Res 4, 135-145.

Stade, B., Ungar, W. J., Stevens, B., Beyenne, J., and Koren, G. (2006) The Burden of Prenatal Exposure to Alcohol: Measurement of Cost. J FAS Int 4, e5.

Stevens, V. J., Fantl, W. J., Newman, C. B., Sims, R. V., Cerami, A., and Peterson, C. M. (1981) Acetaldehyde adducts with hemoglobin. J Clin Invest 67, 361-369.

Stewart, D. E. and Streiner, D. (1994) Alcohol drinking in pregnancy. Gen Hosp Psychiatry 16, 406-412.

Stoler, J. M., Huntington, K. S., Peterson, C. M., Peterson, K. P., Daniel, P., Aboagye, K. K., Lieberman, E., Ryan, L., and Holmes, L. B. (1998) The prenatal detection of significant alcohol exposure with maternal blood markers. J Pediatr 133, 346-352.

Stratton, K. R., Howe, C. J., and Battaglia, F. C. (1996) Fetal Alcohol Syndrome: Diagnosis, Epidemiology, Prevention, and Treatment. National Academy Press, Washigton, DC.

Strauss, J. and Pochi, P. (1963) Advances in Biology of Skin, The Sebacious Glands. Pergamon Press, New York.

Streissguth, A. P. (1992) Fetal alcohol syndrome: early and long-term consequences. NIDA Res Monogr 119, 126-130.

Streissguth, A. P., Barr, H. M., and Martin, D. C. (1984) Alcohol exposure in utero and functional deficits in children during the first four years of life. Ciba Found Symp 105, 176-196.

Streissguth, A. P., Bookstein, F. L., Barr, H. M., Sampson, P. D., O'Malley, K., and Young, J. K. (2004) Risk factors for adverse life outcomes in fetal alcohol syndrome and fetal alcohol effects. J Dev Behav Pediatr 25, 228-238.

Page 234: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

216

Streissguth, A. P., Sampson, P. D., Olson, H. C., Bookstein, F. L., Barr, H. M., Scott, M., Feldman, J., and Mirsky, A. F. (1994) Maternal drinking during pregnancy: attention and short-term memory in 14-year-old offspring--a longitudinal prospective study. Alcohol Clin Exp Res 18, 202-218.

Sulik, K. K. (1984) Critical periods for alcohol teratogenesis in mice, with special reference to the gastrulation stage of embryogenesis. Ciba Found Symp 105, 124-141.

Sulik, K. K. and Johnston, M. C. (1983) Sequence of developmental alterations following acute ethanol exposure in mice: craniofacial features of the fetal alcohol syndrome. Am J Anat 166, 257-269.

Sulik, K. K., Johnston, M. C., Daft, P. A., Russell, W. E., and Dehart, D. B. (1986) Fetal alcohol syndrome and DiGeorge anomaly: critical ethanol exposure periods for craniofacial malformations as illustrated in an animal model. Am J Med Genet Suppl 2, 97-112.

Sulik, K. K., Johnston, M. C., and Webb, M. A. (1981) Fetal alcohol syndrome: embryogenesis in a mouse model. Science 214, 936-938.

Sun, A. Y., Chen, Y. M., James-Kracke, M., Wixom, P., and Cheng, Y. (1997) Ethanol-induced cell death by lipid peroxidation in PC12 cells. Neurochem Res 22, 1187-1192.

Sutherland, R. J., McDonald, R. J., and Savage, D. D. (1997) Prenatal exposure to moderate levels of ethanol can have long-lasting effects on hippocampal synaptic plasticity in adult offspring. Hippocampus 7, 232-238.

Szczepiorkowski, Z. M., Dickersin, G. R., and Laposata, M. (1995) Fatty acid ethyl esters decrease human hepatoblastoma cell proliferation and protein synthesis. Gastroenterology 108, 515-522.

Testorf, M. F., Kronstrand, R., Svensson, S. P., Lundstrom, I., and Ahlner, J. (2001) Characterization of [3H]flunitrazepam binding to melanin. Anal Biochem 298, 259-264.

Thyssen Van, B. T., Little, B. B., and Spence, M. J. (2000) Effects of prenatal cocaine exposure and postnatal environment on child development. Am J Hum Biol 12, 417-428.

Tobin, D. J. (2005) The Biogenesis and Growth of Human Hair; Hair in Toxicology: An Important Bio-Monitor. Tobin, D. J. The Royal Society of Chemistry, Cambridge.

Traves, C. and Lopez-Tejero, D. (1994) Ethanol elimination in alcohol-treated pregnant rats. Alcohol Alcohol 29, 385-395.

Page 235: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

217

Uematsu, T., Miyazawa, N., Okazaki, O., and Nakashima, M. (1992) Possible effect of pigment on the pharmacokinetics of ofloxacin and its excretion in hair. J Pharm Sci 81, 45-48.

Viljoen, D. L., Gossage, J. P., Brooke, L., Adnams, C. M., Jones, K. L., Robinson, L. K., Hoyme, H. E., Snell, C., Khaole, N. C., Kodituwakku, P., Asante, K. O., Findlay, R., Quinton, B., Marais, A. S., Kalberg, W. O., and May, P. A. (2005) Fetal alcohol syndrome epidemiology in a South African community: a second study of a very high prevalence area. J Stud Alcohol 66, 593-604.

Walsh, C., MacMillan, H. L., and Jamieson, E. (2003) The relationship between parental substance abuse and child maltreatment: Findings from the Ontario Health Supplement. Child Abuse Neglect 27, 1409-1425.

Warner, R. H. and Rosett, H. L. (1975) The effects of drinking on offspring: an historical survey of the American and British literature. J Stud Alcohol 36, 1395-1420.

Weiner, L., Rosett, H. L., Edelin, K. C., Alpert, J. J., and Zuckerman, B. (1983) Alcohol consumption by pregnant women. Obstet Gynecol 61, 6-12.

Werner, J., Laposata, M., Fernandez-Del, C. C., Saghir, M., Iozzo, R. V., Lewandrowski, K. B., and Warshaw, A. L. (1997) Pancreatic injury in rats induced by fatty acid ethyl ester, a nonoxidative metabolite of alcohol. Gastroenterology 113, 286-294.

Werner, J., Saghir, M., Warshaw, A. L., Lewandrowski, K. B., Laposata, M., Iozzo, R. V., Carter, E. A., Schatz, R. J., and Fernandez-Del, C. C. (2002) Alcoholic pancreatitis in rats: injury from nonoxidative metabolites of ethanol. Am J Physiol Gastrointest Liver Physiol 283, G65-G73.

West, J. R. and Hamre, K. M. (1985) Effects of alcohol exposure during different periods of development: changes in hippocampal mossy fibers. Brain Res 349, 280-284.

West, J. R., Chen, W. J., and Pantazis, N. J. (1994) Fetal alcohol syndrome: the vulnerability of the developing brain and possible mechanisms of damage. Metab Brain Dis 9, 291-322.

Whitfield, J. B. (2001) Gamma glutamyl transferase. Crit Rev Clin Lab Sci 38, 263-355.

Wickramasinghe, S. N., Thomas, S., and Hasan, R. (1994) Reaction of 14C-acetaldehyde with whole blood in vitro: further evidence for the formation of unstable complexes with plasma proteins and red cells. Alcohol Alcohol 29, 51-57.

Page 236: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

218

Wilkins, D. G., Valdez, A. S., Nagasawa, P. R., Gygi, S. P., and Rollins, D. E. (1998) Incorporation of drugs for the treatment of substance abuse into pigmented and nonpigmented hair. J Pharm Sci 87, 435-440.

Williams, R. J., Odaibo, F. S., and McGee, J. M. (1999) Incidence of fetal alcohol syndrome in northeastern Manitoba. Can J Public Health 90, 192-194.

Winek, C. L. and Murphy, K. L. (1984) The rate and kinetic order of ethanol elimination. Forensic Sci Int 25, 159-166.

Wu, A., Chanarin, I., and Levi, A. J. (1974) Macrocytosis of chronic alcoholism. Lancet 303, 829-831.

Wurst, F. M., Alexson, S., Wolfersdorf, M., Bechtel, G., Forster, S., Alling, C., Aradottir, S., Jachau, K., Huber, P., Allen, J. P., Auwarter, V., and Pragst, F. (2004) Concentration of fatty acid ethyl esters in hair of alcoholics: comparison to other biological state markers and self reported-ethanol intake. Alcohol Alcohol 39, 33-38.

Wurst, F. M., Kelso, E., Weinmann, W., Pragst, F., Yegles, M., and Sundstrom, P., I. (2008a) Measurement of direct ethanol metabolites suggests higher rate of alcohol use among pregnant women than found with the AUDIT--a pilot study in a population-based sample of Swedish women. Am J Obstet Gynecol 198, 407-5.

Wurst, F. M., Kempter, C., Metzger, J., Seidl, S., and Alt, A. (2000) Ethyl glucuronide: a marker of recent alcohol consumption with clinical and forensic implications. Alcohol 20, 111-116.

Wurst, F. M., Skipper, G. E., and Weinmann, W. (2003) Ethyl glucuronide--the direct ethanol metabolite on the threshold from science to routine use. Addiction 98 Suppl 2, 51-61.

Wurst, F. M., Yegles, M., Alling, C., Aradottir, S., Dierkes, J., Wiesbeck, G. A., Halter, C. C., Pragst, F., and Auwaerter, V. (2008b) Measurement of direct ethanol metabolites in a case of a former driving under the influence (DUI) of alcohol offender, now claiming abstinence. Int J Legal Med 122, 235-239.

Yegles, M., Labarthe, A., Auwarter, V., Hartwig, S., Vater, H., Wennig, R., and Pragst, F. (2004) Comparison of ethyl glucuronide and fatty acid ethyl ester concentrations in hair of alcoholics, social drinkers and teetotallers. Forensic Sci Int 145, 167-173.

Page 237: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

219

Zahlten, R. N., Nejtek, M. E., and Jacobson, J. C. (1981) Ethanol metabolism in guinea pig: in vivo ethanol elimination, alcohol dehydrogenase distribution, and subcellular localization of acetaldehyde dehydrogenase in liver. Arch Biochem Biophys 207, 371-379.

Zakhari, S. (2006) Overview: how is alcohol metabolized by the body? Alcohol Res Health 29, 245-254.

Zidi, S. H., Linderborg, K., Vakevainen, S., Salaspuro, M., and Jokelainen, K. (2003) Lactulose reduces intracolonic acetaldehyde concentration and ethanol elimination rate in rats. Alcohol Clin Exp Res 27, 1459-1462.

Zimmerman, E. F. (1991) Substance abuse in pregnancy: teratogenesis. Pediatr Ann 20, 541-547.

Page 238: Fatty Acid Ethyl Esters (FAEE), A Biomarker of Alcohol ......biomarker to assess alcohol exposure would provide a tremendous advantage. Recently, the measurement of fatty acid ethyl

220

Copyright Acknowledgements

The following works, located in chapters 2, 3, and 4, of this thesis, have been previously

published or accepted for publication:

Kulaga, V., Caprara, D., Iqbal, U., Kapur, B., Klein, J., Reynolds, J., Brien, J., and Koren, G.

(2006) Fatty acid ethyl esters (FAEE); comparative accumulation in human and guinea

pig hair as a biomarker for prenatal alcohol exposure. Alcohol Alcohol 41, 534-539.

Kulaga, V., Valazquez-Armenta, Y., Aleksa, K., Vergee, Z., and Koren, G. The effect of hair

pigment on the incorporation of fatty acid ethyl esters (FAEE). Alcohol Alcohol – In

Press.

Kulaga, V., Pragst, F., Fulga, N., Koren, G. Hair Analysis of Fatty Acid Ethyl Esters (FAEE) in

the Detection of Excessive Drinking in the Context of Fetal Alcohol Spectrum Disorders

(FASD). Therapeutic Drug Monitoring – In Press