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Future of Pathology and
Laboratory Medicine
Michael Oellerich
Department of Clinical Chemistry
Georg-August-University Göttingen
Germany
www.clinchem.med.uni-goettingen.de
German universities in the 17th – 18th century
Göttingen
1737
George II, King of England and Elector of Hanover
Universities founded:
Göttingen
1737
Princeton
1746
Columbia
1754
Robert KochPhysician and Bacteriologist
1843 - 1910
Nobel Prize 1905
Physiology and Medicine
Friedrich Gustav Jacob HenleAnatomist and Pathologist
1809 - 1885
Evolution of laboratory testing in the USA
1. Hospital based labs (1920 – 1960)
2. Private labs by pathologists (1950 – 1975)
3. Commercial reference labs by industry, with sell out by pathologists, and diminution in work in hospitals (1975 – 2000)
Raslavicus P. (unpublished)
4. Commercial labs by academic centers and by consortia of entrepreneurial pathologists
(2000 - --)
5. Single purpose commercial labs to provide services on pattern lab procedures, especially in genomics (2000 - --)
6. Reincorporation of physician practices into hospital control with economic effects on independent lab revenue, and resurgence of hospital laboratory work (2005 - --)
Evolution of laboratory testing in the USA
Raslavicus P. (unpublished)
Evolution of laboratory testing at University Medical Center Göttingen (UMG)
Clinical Laboratory 1935
Clinical Laboratory 2010
Clinical Chemistry at UMG
Teaching
Department of Clinical Chemistry
ResearchCore laboratory
(routine and stat service)Proteomics
Clinical trialsUMG laboratoriesMPI
Biophysical
chemistry
External
hospitals
Multidisciplinary diagnostic network at UMG
Centre for
Bioanalytics
Cli
nic
al
Ch
emis
try
UMG – laboratories incl. TLA-platform
Hem
ato
logy
/ O
nco
logy
Med
ica
l M
icro
bio
logy
/
Vir
olo
gy
Nep
hro
logy
/ R
heu
mato
logy
Tra
nsf
usi
on
Med
icin
e
Pa
tholo
gy
(in
fu
ture
)
Laboratory Medicine is currently undergoing a rapid concentration process in Germany
Bobrowski 2008
Lab 1
Lab 2
Lab 3
Partnerships
Lab 1
Lab 2
Lab 3
Core Lab with satellite labs
Lab 2
Lab 3
Lab 1Core Lab
Market shares of leading private laboratory chains in Europe
Expenses for laboratory tests in Germany
private insurance
compulsory insurance (out-pts)
compulsory insurance (hosp. pts)
Expenses: ~6.1 bn € per year
Börmann, Asklepios, Medilys 2010
Market shares of laboratory chains in Germay
Börmann, Asklepios, Medilys 2010
Con
soli
dati
on
Total Laboratory Automation (TLA)
Information management
Preanalytics Analytics Postanalytics
• Sorting
• Centrifugation
• Distribution
• Plasma
• Blood
• CSF
• Validation
• Interpretation
• Transmission
Integration
R. Michel [email protected] 2010Trillium-Report 2008
Trend is toward increased use of automation, particularly modular and task-targeted solutions, by medical laboratories across the globe.
Integrated diagnostics
Information management
Prevention
Early diagnosis
Diagnostics Therapy
In vitro
(Laboratory medicine, Pathology)
In vivo
(Radiology, Ultrasonography)
Trillium-Report 2008
Multidisciplinary networks useful to best promote personalized medicine
Laboratory Medicine Physicians - Chemical Pathologists -in Germany
Bobrowski 2008
Practising
942
Private laboratories
516
Other
113
Hospitals
313
Hospitals with Physicians for Laboratory Medicine / Microbiology in Germany
-> Tendency to merge hospital laboratories
Bobrowski 2008
Total number of hospitals 2197
- with division for laboratory medicine 493 (22.4%)
- with laboratory medicine physicians 160 ( 7.3%)
Laboratory Medicine Physicians newly registered by the German Regional Medical Boards
Specialisation 2004 2005 2006 2007 2008 2009
Laboratory Medicine
49 47 32 51 57 42
Microbiology 27 50 13 24 28 24
Statistik Bundesärztekammer 2010
Work force crisis in laboratory medicine?
So far there is no relevant shortage of young
laboratory medicine physicians.
However, the loss of training positions at
hospitals is worrying.
Future trends and challenges in lab testing
�Heightened interest in diagnostics and laboratory testing among patients and investors
�Nevertheless health policymakers in the public and private sector continue to handle clinical pathology laboratory testing as a commodity
�Under - reimbursement for lab tests is a threat to the integrity of laboratory medicine
Robert Michel, 2010; [email protected]
Future of Pathology
Will Pathology end up in the Mausoleum of Medical Research?
A traditional discipline is bleeding dry: How to survive competition with
molecular biologists and laboratory physicians
26.09.2007
Pathology – future challenges
Major structural risks
- Pathology may be viewed by university committees primarily as a service unit rather than a high profile scientific discipline
- University chairs may no longer be guaranteed
Frankfurter Allgemeine Zeitung, 26.09.2007
Required activities to overcome these problems
• Scientific innovations in the field of pathology
• Rapid integration of new molecular and genetic analyses into diagnostics
• Development of appropriate networks to promote personalized medicine
Pathology – future challenges
Frankfurter Allgemeine Zeitung, 26.09.2007
Pathology – future challenges
Economic and social pressure is causing:
� increasing competition between disciplines for:
- diagnostic fields
- funds for equipment and personnel
- grants for research projects
� rapidly changing conditions in health care systems
and university structures
External change demands internal change
„The circumstances in our environment,
the pace of innovation,
the extraordinary flood of new technologies
– these factors are driving our
transformation.“
Pathology – need for transformation
J.N. Schwartz, CAP TODAY 2009
Sophisticated diagnostic technologies
• Mass spectrometry platforms
−e.g. Q-TOF, MALDI-TOF, Orbitrap
-> proteomics
−e.g. LC-MS/MS
-> steroids, drugs, amino acids, peptides
• Genome technologies
−gene chip platforms (e.g. Affymetrix)
−real time PCR
−next generation sequencing
(e.g. Genome Sequencer FLX)
• Cell sorting platforms
−fluorescence activated cell sorting (FACS)
−laser capture microdissection (LCM)
Mass spectrometry represents a vision forward
- a future where a revolution in clinical diagnostics
could lead to the widespread use of mass
spectrometry
Adapted from Petricoin et al., Clin. Chem. 2003; 49 : 1228 - 1229
Expanding role of tandem mass spectrometry in the clinical laboratory
LC-MS/MS
• TDM (e.g immunosuppressants, antiretroviral drugs, antidepressants)
•Drugs of abuse
•Endocrinology (e.g. steroid profiles, FT3, FT4)
•Screening of pheochromocytoma (e.g. free metanephrines)
•Newborn screening (e.g. acylcarnitines, amino acids, steroids)
•Vitamin D (25-OH-D2, 25-OH-D3)
• Peptidomics (Angiotensins, Oxytocin, ADH)
MALDI-TOF; Q-TOF
• Proteomics (research, Biomarker discovery)
Streit et al, Clin. Chem. 2002; 48:955-958
* with SPE
TDM - Simultaneous determination of immunosuppressants by LC-MS/MS
Steroid Profiles using Liquid
Chromatography–Tandem Mass Spectrometry
with Atmospheric Pressure Photoionization Source
Tiedong Guo, MS; Michael Chan, PhD; Steven J. Soldin, PhD
Arch Pathol Lab Med 2004; 128:469-475
Application of LC-MS/MS in endocrinology
Conclusion:
The improved specificity and simultaneous quantification features afforded by this method represent distinct advantages over current immunoassays.
Correlation between Tandem Mass Spectrometry and Immunoassays
nSteroid Equations
DHEAS1 y= 1.15x + 43.18 50 0.971
Cortisol2 y= 1.036x + 18.28 50 0.983
Androstenedione3 y= 1.051x + 0.769 50 0.905
Estriol4 y= 1.132x + 0.079 13 0.959
Progesterone5 y= 1.236x – 0.502 50 0.988
DHEA3 y= 1.973x + 2.063 27 0.886
11-Deoxycortisol6 y= 0.795x + 1.176 15 0.908
Testosterone6 y= 0.919x – 0.064 50 0.971
17α-Hydroxyprogesterone7 y= 1.587x + 0.123 46 0.988
Estradiol1 y= 1.436 + 0.252 43 0.969
r
1 Immunoassay, DPC Immulite; 2 Immunoassay, Bayer ADVIA Centaur; 3 Radioimmunoassay (Diagnostic Systems L.);4 ColorMetric (Bayer). Samples run in negative-ion mode; 5 Radioimmunoassay, DPC Coat-A-Count;
6 Radioimmunoassay (ICN Pharmaceuticals); 7 Extracted radioimmunoassay (DPC)
Guo et al, Arch Pathol Lab Med 2004; 128: 469-475
Relative differences between Testosterone concentrations measured with DPC RIA and LC-MS/MS
-100
-80
-60
-40
-20
0
20
40
60
80
100
0 2 4 6 8
Mean testosterone [µg/L]
Rela
tive D
iffe
rence %
male
female
Streit et al (unpublished)
men
women
Practicability and costs associated with tandem-MS or immunoassays
LC/MS-MS Immunoassay
Ease of use difficult easy
Expertise high low
Turnaround time intermediate short
Investment cost high moderate/low
Direct cost low high
Technician time intermediate short
Selectivity high intermediate/low
Availability outside working hours
restricted unrestricted
Automation low/intermediate high
Effort for test development
low/intermediate high
Adatpted from Armstrong, Oellerich, Applied Pharmacokinetics and Pharmacodynamics4th ed Lippincott Williams and Wilkins, 2006:30-39
Diagnostic molecular pathology
Categories of
proteomics
Potential
applications
Expression
proteomics
Structural
proteomicsFunctional
proteomics
Genome
project
Proteome
profiling
Stucture of
Protein complexes
Subcellular
proteomics
Biomarker
discovery
Protein-protein
interactions
Mechanisms or
functions of protein
compartmentalization/
translocation
Genomic dataProteomic data
Prove the existence of genes
Elucidate the mechanisms of diseases,
aging and protein functions
Facilitate therapy
Benefits
Integration
Proteomics and genomics integration
Adapted from Lau et al, Acta Bioch Bioph Sin 2003;35:965-975
Hortin, G. AACC 2007
The Challenge of Molecular Diversity
Genome
(25,000 Genes)
Transcriptome
(> 100,000 mRNAs)
Proteome
(> 1,000,000 ? Proteins)
Peptidome
(> 10,000,000 ? Peptides)
Polymorphisms,
Translocations
Duplications
mRNA expression
mRNA sequences
Protein concentration
Protein structure
Protein localization
TranscriptionSplicing
Proteolysis
TranslationProtein Processing
Peptide concentration
Peptide structure
Peptide localization
Molecular pathology - Genomics
• Genome-wide approaches
- gene-expression profiles
- markers from association studies
• Circulating nucleic acids (CNA)
• MicroRNAs (miRNAs)(repression of target mRNAs, impact on protein output)
Single-gene, candidate-pathway-gene and genome-wide
pharmacogenomic approaches
Cheok et al, Nature Reviews / Cancer 2006;6:117-128
Gene-expression profiles and drug sensitivity in leukemia
Cheok et al, Nature Reviews / Cancer 2006;6:117-128
Genome-wide association study
• SLCO1B1 influx transporter variants and statin-
induced myopathy
• Genomewide association study using ~ 300,000
markers in 85 subjects with myopathy and 90 controls,
all of whom were taking 80mg simvastatin daily
The SEARCH Collaborative Group, N Engl J Med 2008; 359
Trend in the association between myopathy and each SNP
The SEARCH Collaborative Group, N Engl J Med 2008; 359
Risk of myopathy associated with simvastatin
The SEARCH Collaborative Group, N Engl J Med 2008; 359
SLCO1B1 rs4149056 genotype
Conclusions – SLCO1B1 variants
- SLCO1B1 encodes OATP1B1 regulating the hepatic uptake of statins
- SLCO1B1 polymorphism affects the pharmacokinetics of active simvastatin acid
- SLCO1B1 c.521C variant allele:
• enhances risk of systemic adverse effects
• reduced uptake of simvastatin acid by OATP1B1 into the liver could reduce its cholesterol –lowering efficacy
- Clinical usefulness of SLCO1B1 variants for guiding therapy so far not verified
Circulating nucleic acids (CNA)
Noninvasive prenatal diagnosis of fetal chromosomal aneuploidy by massively parallel genomic sequencing
of DNA in maternal plasma.
Chiu RW, Chan KC, Gao Y, Lau VY, Zheng W, Leung TY, Foo CH, Xie B, Tsui NB, Lun FM, Zee BC, Lau TK, Cantor CR, Lo YM.
Proc Natl Acad Sci USA 2008; 105: 20458-63
Conclusion:
14 trisomy 21 fetuses and 14 euploid fetuses were correctly identified. This new approach is potentially applicable to all pregnancies for the noninvasive prenatal diagnosis of fetal chromosomal aneuploidies.
Pharmacogenetic testing in clinical practice
� Impact on patient management
in the areas of
− oncology
− psychiatry
− infectious diseases
− cardiology
Oncology pharmacogenomics
Therapeutic resistance
CYP2D6 and tamoxifen:
DNA matters in breast cancer
Janelle M. Hoskins1,3, Lisa A. Carey2 & Howard L.McLeod
Nature Reviews Cancer 2009;9:576-586
Conclusion:
Genotype-guided tamoxifen administration may be useful to optimize treatment of breast cancer. Large clinical trials are needed before this change is advocated.
Treatment of endocrine – responsive breast cancer
Estrogen receptor inhibitor Tamoxifen
Aromatase inhibitors (e.g. Anastrozol, Letrozol, Exemestan)
Therapeutic uses
Breast cancer
- pre-, postmenopausal
- adjuvant therapy after primary treatment
- metastases
Breast cancer
- postmenopausal
- adjuvant therapy after primary treatment
- metastases
Costs
21 € (100 tablets) 573 € (100 tablets)
Polymorphisms
CYP2D6 CYP19 (?)
Inhibition by co-medications (e.g. fluoxetine)
Partial metabolic pathway of tamoxifen andits interaction with estrogen receptors
Hoskins et al, Nature 2009;9:576-586
Frequencies of CYP2D6 allelic variants
Adapted from Brockmöller et al., Pharmacogenomics 2000; 1:125-151;
Raimundo et al, Clin Pharmacol Ther 2004; 76:128Wennerholm et al, Pharmacogenetics 2001; 11:417-27
Allele Function Caucasians % Asians % Africans %
*MxN ultra rapid 1.8 1 2
*3 inactive 2 0
*4 inactive 21 1 4
*5 inactive 2 4.1 4
*6 inactive 1
*7 inactive 0.1
*9 reduced 2
*10 reduced 1.5 50 6
*17 reduced 0 34
*29 reduced 20
*41 reduced 8.4
AmpliChip CYP2D6 and CYP2C19 microarray
more than 15,000 probes CYP2D6 29 SNPs
CYP2C19 *1, *2, *3
labeled target DNA
oligonucleotide probe
***
*
2.340
285
370
650
CYP2D6 extensive metabolizer CYP2D6 poor metabolizer
(full activity) (no acitivity)
von Ahsen et al, J Lab Med 2009;33:293-301
Estrogen receptor targeted activity
by Tamoxifen and metabolites
660
290
213
600
4-hydroxy-Tamoxifen
Endoxifen
N-desmethyl-Tamoxifen
Tamoxifen
CYP2D6 stratified disease - free survival under tamoxifen treatment
Schroth et al, JAMA. 2009;302:1429
German/USA breast cancer cohort, >95% ER+, TAM treated, n=1325
CYP2D6 EM homo
unstratified cohort
CYP2D6 EM het, IM
CYP2D6 PMDis
ease
–fr
ee
su
rv
iva
l
Association between CYP2D6 inhibition and breast cancer recurrence under tamoxifen treatment
CYP2D6
no
t re
lev
an
t r
elev
an
t
TL Lash et al, Lancet Oncol 2009:10:825-33
Wegmann P. et al,
Breast Cancer Res 2005
Okishiro M. et al,
Cancer 2009
Nowell SA. et al,
Breast Cancer Res Treat 2005
Wegmann P. et al,
Breast Cancer Res 2007
Goetz MP. et al,
Breast Cancer Res 2007
Newman WG .et al,
Clin Cancer Res 2008
Schroth W. et al,
J Clin Oncol 2007
Ramon YC. et al,
Breast Cancer Res Treat 2009
Xu Y. et al,
Ann Oncol 2008
Kiyotani K. et al ,
Cancer Scl 2008
Tamoxifen: proposed dosage adjustments
CYP2D6 predicted phenotype
PM IM EM
Aromatase inhibitors
$ 350/ mo
(Tamoxifen 100 mg/d ? )
Tamoxifen
40 mg/d
$ 16/ mo
Tamoxifen
20 mg/d
$ 8/ mo
Weck, K. AACC 2010
Drugs for which revised labeling includes pharmacogenetic information
DrugRelevant area of medicine
Year FDA
approved revised
labeling
Approximate rate of ADRs or resistance
Gene or allele
Other drugs with
Pharmacogenetic
Relationship to gene
or allele
6-Mercaptopurine Oncology 2003 1-10% ADRs TPMTAzathioprine, 6-Thioguanine
Irinotecan Oncology 2004 30-40% ADRs UGT1A1Tropotecan, Nilotinib,
Protease Inhibitors
Tamoxifen Oncology Pending 30% resistant CYP2D6 Codeine
5-Fluorouracil Oncology Pending 20% ADRs DYPD Capecitabine
McMillin, G.A., Tietz Textbook of Clinical Chemistry and Molecular Diagnostics. Burtis C.A,
Ashwood E.R, Bruns D.E eds. 5th ed., Elsevier Philadelphia 2010; in press
Drugs for which revised labeling includes pharmacogenetic information
DrugRelevant area of medicine
Year FDA
approved revised
labeling
Approximate rate of ADRs or resistance
Gene or allele
Other drugs with
Pharmacogenetic
Relationship to gene or allele
Atomoxetine Psychiatry 2004 5-10% ADRs CYP2D6Antidepressants,
Amphetamine
CarbamazepinePsychiatry,
Neurology2007 10% ADRs HLA-B*1502
Pjenytoin,
Lamotrigine
AbacavirInfectious
Desease2007 5-8% ADRs HLA-B*5701
IsoniazidInfectious
DeseasePending NAT
Rifampin
Hydralazine
Warfarin Cardiology 2007 5-40% ADRs CYP2C9, VKORC1
Clopidogrel Cardiology 2009 30% resistant CYP2C19
Voriconazole, Omeprazole, Diazepam, Nelfinavir, Antidepressants, Tamoxifen
McMillin, G.A., Tietz Textbook of Clinical Chemistry and Molecular Diagnostics. Burtis C.A,
Ashwood E.R, Bruns D.E eds. 5th ed., Elsevier Philadelphia 2010; in press
Molecular pathology - Proteomics
Proteome analysis is a powerful tool
to investigate:
- biomarkers of disease
- antigens of pathogens
- drug target proteins
- posttranslational modifications
Dynamic Range of Plasma Proteins
From: Anderson and Anderson Mol. Cell. Prot. (2003)
Proteome of conidial surface associated proteins
of Aspergillus fumigatus reflecting potential
vaccine candidates and allergens
Abdul R. Asif 1, Michael Oellerich 1, Victor W. Amstrong 1,
Birgit Riemenschneider 2, Michel Monod 3 and Utz Reichard 2*
J Proteome Res 2006; 5:954-962
Conclusion:
Conidial surface proteins are of interest because of their possibly crucial role in triggering certain Aspergillus-related allergic diseases. Genomic information on conidia compared well with our proteomic findings.
Asif et al J. Proteome Res. 2006;5:954-962 (online version)
Novel allergens of Aspergillus fumigatus
Consistently IgE reactive proteins with individual ABPA
patients’ sera = 30 Proteins
• Secreted = 12 Proteins (7 novel)
• Cytosolic/Hyphal = 18 Proteins (12 novel)
8 novel consistently IgE reactive proteins1. Improvement of existing crude extract based ABPA diagnostic testing
2. Desensibilization strategies
Patent No. 1278/DEL/2010
Indo-German BMBF Project (IND 06/040)
Bharat et al, J Proteome Res (submitted)
Marketed small-molecule drug targets by biochemical class
Hopkins et al, Nature Reviews 2002, 1:727-730
GPCRs 30%
Ion channels 7%
Transporters 4%
Nuclear hormone
receptors 4%
Enzymes 47%
DNA 1%
Integrins 1%
Miscellaneous 2%
Others receptors 4%
GPCR, G-protein coupled receptor
Exploitable drug targets of the
human genome: ~ 600 – 1.500
Increase of
cytosolic Ca2+ DAG
PKCCa2+ dependent enzymes
NFAT NF-κκκκB AP-1
GEF (on Ras)
Erk, JNK, p38
Oellerich T et al, Mol Cell Proteomics 2009;8:1738-50
Functional Proteomics - B cell receptor (BCR) mediated signaling -
Increase of
cytosolic Ca2+ DAG
PKCCa2+ dependent enzymes
NFAT NF-κκκκB AP-1
GEF (on Ras)
Erk, JNK, p38
Oellerich T et al, Mol Cell Proteomics 2009;8:1738-50
Functional Proteomics - B cell receptor (BCR) mediated signaling -
Mutation at adaptor protein SLP-65
Biomarkers in cancer
• Biomarkers may play a greater role in the future for cancer staging, grading and selection of therapy
• Addition of individual biomarkers in the assessment of histological grade could increase the utility of grading for predicting response to therapy
• Biomarker candidates must undergo careful clinical validation
• Few markers have so far been integrated into clinical practice (e.g. HER2/neu)
Adapted from Ludwig et al, Nature reviews / Cancer 2005; 5:845-856
‘‘Water, water, every where,
Nor any drop to drink‘‘S. Coleridge, Rime of the Ancient Mariner, 1798
Molecular pathology – outlook
• Proteomics will provide new sensitive tools for: -
- early detection of neoplasms
- assessment of tumor malignancy
- discovery of novel drug target proteins
- biomarkers of diseases
• Molecular diagnostics including cytogenetics will be helpful to
further improve difficult diagnostic and management pathways
• To translate the promise into reality from bench to bedside is
the real challenge and a task for the pathologist
Proteomics - NIH Funded Grants
Rifai, N.; 2010
Future of Pathology
Future of Pathology
„The future has many names:
for the weak it is the unattainable
for the timid it is the unknown
for the courageous it is the chance“
Victor Hugo (1802 – 1885)
Pathology / Laboratory medicine – future challenges
What could be done?
→ enhance the role of pathologists as physicians and leaders in medicine
→ implement scientific innovations into diagnostics
→ ensure multidisciplinary cooperation to develop best practices for new and old technologies
→ improve harmonisation in education
→ preserve independent university departments with fundedchairs for pathology and laboratory medicine to providehigh quality education, practice and research
→ build stronger bridges between our professional societies
Role of professional societies
Promotion of laboratory medicine in
Germany by DGKL
• Foundation for pathobiochemistry and molecular diagnostics
(scholarships, grants, university chairs)
• CME
(education, training in laboratory medicine)
• Official journals (CCLM, J Lab Med)
• Reference Institute for Bioanalytics (RfB)
(quality control schemes)
• Member of DAkkS (accreditation organisation)
2010
Proteomics:
Advances in ProteinAnalysis for the Clinical Laboratory
Glen Hortin, Leigh Anderson and Steve Carr
Rifai, N.; 2010
Leading scientific journals in laboratory medicine
Rifai, N.; 2010
Leading scientific journals in laboratory medicine
World Association of Societies of Pathology and Laboratory Medicine
(WASPaLM)
45 Societies in 34 Countries
World Association of Societies of Pathology and Laboratory Medicine
(WASPaLM)
45 Societies in 34 Countries
Creation of global opportunities for
cooperation in education, research,
practice and commerce
Thank you