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Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

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Page 1: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Enzyme Engineering

4. Enzyme Reaction Kinetics

4.1 Enzyme Reaction Kinetics & Reactor Design

4.2 Cofactor Regeneration

Page 2: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Enzyme Kinetics

It provides valuable information for enzyme mechanism

It gives an insight into the role of an enzyme under physiological conditions

It can help show how the enzyme activity is controlled and regulated

Page 3: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

One Substrate Reactions

One substrate reactions

Equilibrium assumption

Second reaction is slower than first reverse reaction(k-1>>k2)

Michaelis-Menten eqn

Page 4: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Parameter Estimation

Lineweaver-Burk equation

Slope : Intercept :

Page 5: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

One Substrate Reactions

Significance of the result

1. kcat/Km is the substrate specificity

2. kcat/Km can be used for the applicability of equilibrium or steady state assumption

3. Km is [S] where the rate is (1/2) Vmax

- Km may be the affinity of an enzyme to the substrate(not always)

Page 6: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Batch Kinetics

The time course of variation of [S] in a batch enzymatic reaction can be determined by integrating equation

integration

Or,

A plot of 1/t([ln[S0]/[S]) versus {[S0]-[S]}/t results in a line of slope -1/Km with a y-intercept of Vm/Km

Page 7: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Inhibition

Inhibition of enzyme activity

Competitive inhibition

- Binding into active site

Non-competitive inhibition

- Binding outside active site

Page 8: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Inhibition

Competitive inhibition Non-competitive inhibition

Page 9: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Substrate InhibitionSubstrate inhibition

High substrate concentrations may cause inhibition in some enzymatic reactions

Page 10: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Substrate Inhibition

Substrate inhibition

Page 11: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Effect of Temperature

Effect of temperature

Effect on enzyme structure

-Denaturation(unfolding)

-Structural change in active site

Effect on enzyme catalysis

- Catalytic rate generally increase with temperature

Page 12: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Effect of pH

Effect of pH

pH optimum and specific range of activity

Page 13: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Parameter Estimation

Page 14: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Bioreactor Design Eqn

Page 15: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

4.2 Cofactor Regeneration

Page 16: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Nature 2001, 409, 258-268

Biocatalysis cycle

Page 17: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Cofactor Enzyme Reaction type Representative regeneration method

NAD+/NADH Oxidoreductase Removal or addition hydrogenGlutamate dehydrogenase with α-ketoglutarate/ Formate dehydrogenase with formate

NADP+/NADPH Oxidoreductase Removal or addition hydrogenGlutamate dehydrogenase with α-ketoglutarate/ Glucose dehydrogenase with glucose

ATP Kinease, synthase Phosphorylation Acetate kinase with acetyl phosphate

Sugar nucleotides Kinease, synthase Glycosyl transfer Bacterial coupling

Acetyl CoADehydrogenase, Transferase, Synthase

Acyl transfer (C2-alkylation) Phosphotransacetylase with acyl phosphate

PAPS Transferase Sulfuryl transfer Aryl sulfotransferase IV with p-nitrophenyl sulfate

SAMDehydrogenase, Transferase, Synthase

Methyl transfer (C1-alkylation) No demonstrated method

Flavins[a] Oxygenase, hydroxylase Oxygenation Self-regeneration

Pyridoxal phosphate Transaminase Transamination Self-regeneration

Biotin Carboxylase, Decarboxylase Carboxylation Self-regeneration

Metal porphyrin complexes[a]

Monooxygenase, Peroxidase, Mutase

Peroxydation, oxygenation Self-regeneration

[a]Many flavin- and metal porphyrin complexes dependent mono- or dioxygenases require additional NAD(P)H as an indirect reducing agent.

Common cofactors required for biotransformation and their representative in situ regeneration methods

Biotransformations in Organic Chemistry, 2004Current Opinion in Biotechnology, 2003,14(6), 583-589

Page 18: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

• Oxidoreductases are valuable enzymes which have potential in synthesizing many kinds of chemicals used in pharmaceutical applications, food additives, etc. (amino acids, chiral alcohols, ketones, steroids, etc.)

• Especially, enzymatic oxidation by oxidoreductase is attractive due to myriad of applications for the organic synthesis as well as analytical purpose including clinical diagnosis and fuel generation.

Oxidoreductase

Page 19: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Structure of nicotinamide cofactors

Page 20: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Cost (US dollar) / gCost (US dollar) /

mol

NAD+ 56 37,150

NADH 97 68,599

NADP+ 344 263,298

NADPH 1,080 900,018

Table. Cost of nicotinamide cofactor.

http://www.sigmaaldrich.com (2009)

The Chemical Record 2004, 4, 254-265

Necessity of cofactor regeneration

Costs of redox

equivalents

Page 21: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Method Advantage Disadvantage

Enzymatic method

• High selectivity• Compatibility

• High enzyme cost• Enzyme instability• Complexity of product isolation

Electrochemical method

• Low cost of electricity• No stoichiometric regenerating

reagent• Easy product isolation• Clean process

• Complex apparatus and procedure

• Requirement in many systems for mediating redox agent

Chemical method

• Commercially available reagents

• No requirement for added enzyme

• Incompatibility• Complexity of product isolation• Low product yield• Low TTN

Photochemical method

• No stoichiometric regenerating reagent in some systems

• No requirement for added enzymes

• Complex apparatus• Incompatibility• Limited stability• Requirement for

photosensitizer and redox dyes

Strategies for cofactor regeneration

Page 22: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Adv. Synth. Catal. 2008, 350, 2305-2312

Tetrahedron: Asymmetry 2004,15(18), 2933-2937

Enzymatic regeneration of NAD+

Page 23: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Method Advantage Disadvantage

Enzymatic method

• High selectivity• Compatibility

• High enzyme cost• Enzyme instability• Complexity of product isolation

Electrochemical method

• Low cost of electricity• No stoichiometric regenerating

reagent• Easy product isolation• Clean process

• Complex apparatus and procedure

• Requirement in many systems for mediating redox agent

Chemical method

• Commercially available reagents

• No requirement for added enzyme

• Incompatibility• Complexity of product isolation• Low product yield• Low TTN

Photochemical method

• No stoichiometric regenerating reagent in some systems

• No requirement for added enzymes

• Complex apparatus• Incompatibility• Limited stability• Requirement for

photosensitizer and redox dyes

Strategies for cofactor regeneration

Page 24: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Direct oxidation of NADH•Cofactors to be regenerate itself on the electrode surface•Requires high overpotential•Lead to undesired side-reactions

Mediated oxidation of NADH•Low overpotential•Redox mediators catalyzing the electron transfer•Used as soluble mediators as well as immobilized on the electrode surface

Indirect electroenzymatic oxidation of NADH•Accelerate electron transfer kinetics from NAD(P)H to the oxidized mediator by enzymatic catalysis

Electrochemical regeneration of NAD+

Page 25: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Electroenzymatic synthesis

Page 26: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Enzyme(cofactor)

Mediator/enzyme Substrate Product Electrode Eappl Remarks Reference

Mediator-free systemNAD+-glucose dehydrogenase - glucose gluconate Cylinder type of RVC +0.8 V vs. SCE TTNcof>10 000

TOFcof=225±7 h-1

Yield=99.99%

Bonnefoy et al., 1988

NAD+-lactate dehydrogenase - L-lactate D-lactate Carbon felt (anode)Mercury (cathode)

+0.5 V vs. SCE (anode)-1.75 V vs. SCE (cathode)

97 % conversion Biade et al., 1992

NAD(P)+-glucose dehydrogenase

- glucose gluconate Graphite felt +0.7 V vs. Ag/AgCl Maximum substrate consumption rate (rs)rs=32 μmol min-1 (w/o PEI)rs=59 μmol min-1 (w/ PEI)

Obón et al., 1997

NAD+-alanine dehydrogenase - L-alanine D-alannine Carbon felt (anode)Hg pool (cathode)

+0.5 V vs. SCE (anode)-1.350 V vs. SCE (cathode)

100% conversion (140 h) Anne et al., 1999

NADP+-alcohol dehydrogenase - 2-propanol Acetone Anodic tin oxide -0.5 V vs. Ag/AgCl 91% conversion (51 h) Kim et al., 2009NAD+-alcohol dehydrogenase - (rac)-2-pentanol (R)-2-pentanol Anodic tin oxide -0.5 V vs. Ag/AgCl 50% conversion (9 h)

ee>99% Productivity = 0.03 g l-1 h-1

Max. productivity = 0.16 g l-1 h-1

Kim and Yoo, 209

Mediated systemNAD+-alcohol dehydrogenase Fe(tmphen)3

2+ 2-hexen-1-ol 2-hexenal Graphite felt +0.63 V vs. Ag/AgCl Cprod=1.77 mM (60 min)TTNcof=181

TTNmed=36Current efficiency=90%

Komoschinsk and Steckhan, 1988

NADP+-alcohol dehydrogenase Fe(tmphen)32+ 2-butanol 2-butanone Graphite felt +0.63 V vs. Ag/AgCl Cprod=4.1 mM (150 min)

TTNcof=41 TTNmed=82Current efficiency=95%

Komoschinsk and Steckhan, 1988

NAD+-alcohol dehydrogenase Tris(1,10-phenanthroline-5,6-dione) ruthenium (II) perchlorate

cyclohexanol cyclohexanone Carbon foil +0.1 V vs. Ag/AgCl TOF=35 h-1 (aerobic, 60 min)TOF=28 h-1 (anaerobic)

Hilt and Steckhan, 1993

NAD+-alcohol dehydrogenase [Co(tren)(phendi)](BF4)2 cyclohexanol cyclohexanone Carbon foil +0.1 V vs. Ag/AgCl TOF=81 h-1 (aerobic, 60 min) Hilt and Steckhan, 1993

NAD+-alcohol dehydrogenase ABTS2- meso-3,4-dihydroxymethylcyclohex-1-ene

(3aR,7aS)-3a4,7,a-tetrahydro 3H-isobenzofurane-1-one

Carbon felt +0.585 V vs. Ag/AgCl ee>99.5% 93.5 % conversion (46.5 h)Productivity=3.24 g l-1 d-1

TTNmed=30.4

Schröder et al., 2003

NAD+-glycerol dehydrogenase ABTS2- 1-phenyl-1,2-ethanediol

(S)- 1-phenyl-1,2-ethanediol

Carbon felt +0.585 V vs. Ag/AgCl - Degenring et al., 2004

Electroenzymatic system NADP+-isocitrate dehydrogenase CAV/AMAPOR (rac)-isocitrate (2S, 3S)-isocitrate graphite -0.2 V vs. SCE Productivity number=13 000 mmol kg-1

h-1 (3.8 h)ee>99 %

Schulz et al., 1995

NADP+-isocitrate dehydrogenase AQ-S/AMAPOR (rac)-isocitrate (2S, 3S)-isocitrate graphite -0.2 V vs. SCE Productivity number=14 000 mmol kg-1 h-1 (3.6 h)ee>99 %

Schulz et al., 1995

NADP+-6-phosphogluconate dehydrogenase

CAV /AMAPOR 6-phosphogluconate ribose 5-phosphate graphite -0.2 V vs. SCE 80% conversion (2.3 h) (crude extract AMAPOR)98% conversion (2.5 h) (partially enriched AMAPOR)

Schulz et al., 1995

Page 27: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

• Enzymes can be easily deactivated on the electrode surface.

• The overall reaction is often limited by the cofactor regenerate rate which is usually much slower than the enzymatic reaction rate.

• Used materials for mediator are often toxic to enzyme causing enzyme deactivation.

• The stability of the mediator is affecting the performance and stability of the process.

Current problems of electrochemical regeneration system

Page 28: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

E / V vs Ag/AgCl

-1.4 -1.2 -1.0 -0.8 -0.6 -0.4 -0.2 0.0

I / m

A

-4

-2

0

2

4

Figure. Cyclic voltammograms of tin oxide in the absence (---) and presence ( ㅡ ) of 0.5 mM NADH. Conditions: 100 mM potassium phosphate buffer (pH 7.5), scan rate=20 mV sec-1, electrode size=5 cm2.

Metal oxide electrodeImprovement of electrochemical

reaction rate

Enlargement of electrode

surface area

Porous electrode

Anodic metal oxide??

Figure. FE-SEM image of tin oxide

Enzyme and Microbial Technology, 2009, 44(3), 129-134

Page 29: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Figure. Cyclic voltammogram of metal oxide/carbon black electrode without (

) and with cofactor (– –): (a) Fe2O3 (carbon black, -‥-), (b) ZnO, (c) Cu2O, (d) NiO, (e) Mn3O4, (f) Cr2O3, (g) Co3O4, (h)MoO3, (i)RuO2, (j)IrO2, (k)V2O5, and (l)TiO2. (m)SnO2Conditions: scan range = +0.5 ~ -1.0 V vs Ag/AgCl, scan rate = 50 mV sec-1, CNADH = 1 mM, T = 25oC, V = 5 mL, 100 mM potassium phosphate buffer, pH 7.5.

Cyclic voltammogram of metal oxide

Page 30: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Metal

oxide

Applied

potential

[V vs. Ag/AgCl]

NAD+ regeneration NADP+ regeneration

Reaction rate[a]

[μM min-1]

Current efficiency

[%]

Relative activity[b]

[%]

Reaction rate[a]

[μM min-1]

Current efficiency

[%]

Relative activity[c]

[%]

IrO2 -0.15 5.7 54 99.291.14 10.6 54 109.930.69

Mn3O4 -0.05 3.6 66 96.933.94 3.7 64 100.541.10

Fe2O3 +0.05 3.1 >99 98.800.14 1.3 >99 97.457.03

ZnO +0.30 5.6 81 95.392.16 9.2 74 96.882.98

Cr2O3 +0.30 7.1 84 99.284.18 7.8 77 100.460.66

SnO2 +0.30 3.6 71 97.241.58 4.6 85 96.724.46

Cu2O +0.43 6.3 42 102.233.10 7.5 27 97.401.09

[a] initial reaction rate (R2>0.995)[b] relative activity of regenerated cofactor to NAD+-dependent glutamate dehydrogenase [c] relative activity of regenerated cofactor to NADP+-dependent alcohol dehydrogenase

Comparison of NAD+ and NADP+ regeneration according to metal oxide electrode

Page 31: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

(a)

(b)

(c)

Irreversible heterogeneous electron transfer (a)

▶ First-order deprotonation reaction (b) (metal oxide reduction)

▶ Second heterogeneous electron transfer (c)

▶ Electrochemical oxidation of metal oxide

Mechanism of NADH oxidation

Page 32: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Electroenzymatic oxidation of (rac)-2-pentanol

Page 33: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Time / h

0 2 4 6 8 10

Con

cent

ratio

n /

mM

0

1

2

3

4

Time / h

0 2 4 6 8 10

Con

vers

ion

an

d e

nant

iom

eric

exc

ess

/ %

0

20

40

60

80

100

Figure. (a) Kinetic resolution of low concentration of (rac)-2-pentanol by electroenzymatic oxidation: , 2-pentanone; , (R)-2-pentanol; , (S)-2-pentanol. (b) Conversion and enantiomeric excess of electroenzymatic kinetic resolution: , enantiomeric excess; , conversion. Reaction conditions: 100 mM potassium phosphate buffer, pH 8.2, T=50oC, V=15 mL, applied potential: -0.5 V vs Ag/AgCl, electrode surface area=4 cm2, CTADH=2 U mL-1, CNAD

+=0.5 mM, C(rac)-2-pentanol=7.3 mM.

(a) (b)

2-pentanone

(S)-2-pentanol

(R)-2-pentanol

enantiomeric excess

conversion

Page 34: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Electroenzymatic deamination of L-glutamate

Page 35: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Continuous type of electrochemical bioreactor

Page 36: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Time / h

0 10 20 30 40 50 60 70 80 90

-ke

togl

utar

ate

/ m

M

0.0

0.2

0.4

0.6

0.8

1.0

1.2

1.4

1.6

Figure. Continuous synthesis of α-ketoglutarate using electrochemical bioreactor. Conditions: 100mM CHES buffer (pH 9.0), CgluDH = 3.87 U ml-1, CPEG-NAD+ = 0.33 mM, CMSG = 5 mM, flow rate = 1 ml min-1, T = 60oC.

Page 37: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

• Measuring NADH is very important because NAD(P)+ is used as a cofactor for about 250 NAD+-dependent and 150 NADP+-dependent dehydrogenases.

• It can be applied to analytical detection, fermentation, clinical practices, food industry, and dairy industry.

Biosensor

Page 38: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Analyte Enzyme Electrode Electrode modified material or mediator EapplLOD (S/N=3)[μM]

Linear range[μM]

Sensitivity Reference

Mediated systemEthanol

Alcohol dehydrogenase Pt Phenazine methosulphate (PMS+) +0.314 V vs. Ag/AgCl

0.3 -500 810nA mol-1 Malinauskas and Kulys, 1977

D,L-lactate Lactate dehydrogenase - -1500 14nA mol-1

L-glutamate Glutamate dehydrogenase - -100000 50 nA mol-1

Ethanol Alcohol dehydrogenase Carbon paste Meldola blue adsorbed on silica gel modified with niobium oxide (SNMB)

+0.00 V vs. SCE

8 100-10000 2.3 μA cm-2 mM-1 Santos et al., 2003

Lactate Lactate dehydrogenase 6.5 100-14000 2.4 μA cm-2 mM-1 Pereia et al., 2006

Ethanol Alcohol dehydrogenase Carbon nanotube paste

Meldola blue adsorbed on multiwall carbon nanotube (MWCT-MB)

+0.00 V vs. SCE

5 50-10000 4.75 μA cm-2 mM-1 Santos et al., 2006

L-lactate Lactate dehydrogenase GC Meldola blue (MB) +0.25 V vs. Ag/AgCl

1.5 - 1.47 μM mM-1 Lin et al., 2007

Ethanol Alcohol dehydrogenase GC Methylene green (MG) +0.05 V vs. SCE

12 20-350 - Dai et al., 2008

Lactate Lactate dehydrogenase graphite Meldola blue coimmobilized on multi-wall carbon nanotube (MB-MWCNT)

+0.00 V vs. SCE

- 100-10000 3.46 μA cm-2 mM-1 Pereira et al., 2007

Mediator-free systemLactate Lactate dehydrogenase GC Poly(aniline)-poly(acrylate) film

Poly(aniline)-poly(vinyl sulfonate) film+0.05 V vs. SCE

- - - Halliwell et al., 2002

Ethanol Alcohol dehydrogenase Composite electrode

Colloidal gold-multiwall carbon nanotube (Aucoll-MWCNT-Teflon)

+0.3 V vs. Ag/AgCl

4.7 0.01-1.00 - Manso et al., 2007

Glucose Glucose dehydrogenase ITO Thionine bridged carbon nanotubes and gold nanoparticles multilayer (MWNTs/thionine/AuNPs)

+0.2 V vs. Ag/AgCl

5.0 10-2560 7.8 μA mM-1 (w/o light)

Deng et al., 2008

0.7 1-3250 18.5 μA mM-1 (w/ light)

Ethanol Alcohol dehydrogenase ITO Gold nanoparticles loaded poly(3,4-ethylenedioxythiophene)-poly(styrene sulfonic acid) film (PEDOT-PSS-Aunano)

+0.04 V vs. SCE

- - 97 mA M-1 cm-2 Manesh et al., 2008

Ethanol Alcohol dehydrogenase ITO Au nanoparticle Potential step -0.2 V-0.1 V vs. SCE

- - - Shlyahovsky et al., 2005

Ethanol Alcohol dehydrogenase GC Poly(vinyl alcohol)-multiwalled carbon nanotube (PVA-MWCNT)

+0.6 V vs. Ag/AgCl

- ~1500 196 nA mM-1 Tsai et al., 2007

Lactate Lactate dehydrogenase Au Gold nanoparticle (AuNP) -0.065 V vs. Ag/AgCl

0.1 0-800 0.446 nA nM-1 Jena and Raj, 2007

Ethanol Alcohol dehydrogenase GC Soluble carbon nanofiber +0.06 V vs. SCE

3.0 10-435 - Wu et al., 2007

Glucose Glucose dehydrogenase GC Carbon nanotube-chitosan film (CNT-CHIT) +0.3 V vs. Ag/AgCl

3 5-300 80 mA M-1 cm-2 Zhang et al., 2004

Formaldehyde Formaldehyde dehydrogenase Carbon cloth - +0.1 V vs. SCE 2 20-250 - Campbell and Roshpon, 2000

Sorbitol Sorbitol dehydrogenase 2 6.5-200 -Ethanol Alcohol dehydrogenase Fe2O3 /CB - +0.00 V vs.

Ag/AgCl- 0-1500 0.06 μA mM-1 Kim et al., 2009

Ethanol Alcohol dehydrogenase GC Titanium containing MCM-41 (Ti-MCM 41) +0.28 V vs. SCE

10 25-1000 - Dai et al., 2007

Glucose Glucose dehydrogenase GC Highly ordered mesoporous carbon (MOCs) +0.35 V vs. Ag/AgCl

- 500-15000 0.053 nA μM-1 Zhou et al., 2008

Ethanol Alcohol dehydrogenase Au Self-assembled monolayers (SAMs) of thiocytosine (Au-TC)

+0.00 V-+0.70 V vs. Ag/AgCl

- - 3.435±0.04 μA cm-2 mM-1

Raj and Behera, 2005

Self-assembled monolayers (SAMs) of mercaptopyrimidine (Au-MPM)

- - 3.24±0.03 μA cm-2 mM-1

Self-assembled monolayers (SAMs) of 4-amino-2-mercaptopyrimidine (Au-AMP)

+0.00 V-+0.8 V vs. Ag/AgCl

- - 1.307±0.04 μA cm-2 mM-1

Behera and Raj, 2007

Page 39: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

10M 25M50M

100M

200M100sec

0.2A

50M

100M

200M

0.4mM

NADH / mM

0.0 0.5 1.0 1.5 2.0 2.5

I /

A

0

1

2

3

4

5

(a)

(b)(c)

400sec

1A

(b)

(a)

Figure. (a), (b) Amperometric response of the carbon black-iron oxide electrode with different NADH concentration at 0.00V.

Figure. Calibration curve for NADH oxidation at (a)carbon black-iron oxide electrode, (b) glassy carbon, and (c) carbon black at 0.00V.

Carbon black-iron oxide

Glassy carbonCarbon black

Linear range 10μM-1000μM (R2=0.993) Limit of detection (LOD) 10μM (S/N=3) Sensitivity 2.54 μA mM-1

Km=3.04mM

NADH biosensor

Page 40: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Figure. Calibration curve for ethanol at carbon black-iron oxide electrode at 0.00V (CADH=2mg/5ml, CNAD+=10mM).

Ethanol biosensor

Page 41: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Enzyme fuel cell

Page 42: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Fuel Anode Cathode Open circuit voltage [V]

Current density [μA cm-2]

Power density [μW cm-2]

Reference

Glucose (80 mM)/O2 D-glucose dehydrogenase (NAD+) Meldola Blue (MB+) modified graphite disc (A=16 cm2)0.25 M phosphate buffer (pH 7.0)

Pt gauze0.37 M phosphate buffer (pH 7.0)

+0.8 200 - Persson et al., 1985

Methanol (100 mM)/O2 Alcohol dehydrogenase/ aldehyde dehydrogenase/formate dehydrogenase (NAD+)Benzyl Viologen (BV2+)/diaphoraseGraphite plate (A=2 cm2)1 M LiCl in 0.1 M tris buffer (pH 7.5)

Pt gauze (3 cm2)1 M LiCl in 0.1 M tris buffer (pH 7.5)

+0.8 - 680 (at 490 mV)

Palmore et al., 1998

Lactate (20 mM)/O2 Lactate dehydrogenase (NAD+)Integrated LDH/NAD+/PQQ immobilized on gold (A=0.2 cm2)0.01 M CaCl2 in 0.1 M Tris buffer (pH 7.0)

Cytochrome c/cytochrome oxidase linked to the gold (A=0.2 cm2)

- - 4.1 (w/o magnetic field)12.4 (w/ magnetic field)

Katz et al., 2005

Glucose (40 mM) /O2

Ethanol (60 mM)/O2

Glucose dehydrogenase (NADP+)Alcohol dehydrogenase (NAD+)GDH/NADP+/Nile Blue/SWCNTs on glassy carbon (φ=3 mm)0.1 M phosphate buffer (pH 7.0)

Bilirubin oxidaseBOD/SWCNTs on glassy carbon ( φ=3 mm)0.1 M phosphate buffer (pH 7.0)

- - 23 (glucose/O2)48 (EtOH/O2)

Yan et al., 2007

Ethanol (1 mM) /O2

Methanol (1 mM)/O2

Alcohol dehydrogenase (NAD+)Aldehyde dehydrogenase (NAD+)Formaldehyde dehydrogenase (NAD+)Formate dehydrogenase (NAD+)Poly(methylene green) modified carbon felt (A=1 cm2)Phosphate buffer (pH 7.15)

ELAT (gas diffusion electrode, 1 mg cm-2 Pt loading) Phosphate buffer (pH 7.15)

0.60-0.62 (ADH; EtOH)0.82 (ADH/AlDH; EtOH)0.71 (ADH/FalDH/FDH; MeOH)

- 1160 (ADH; EtOH)2040 (ADH/AlDH; EtOH)1550 (ADH/FalDH/FDH; MeOH)

Akers et al., 2005

Ethanol (1 mM) /O2 Alcohol dehydrogenase (NAD+)Aldehyde dehydrogenase (NAD+)Poly(methylene green) modified glassy carbon (φ=3 mm)

Bilirubin oxidaseBOD/Ru(bpy)3

2+

Carbon fiber paper (A=1 cm2)

0.68±0.1 (Nafion®)0.51±0.11 (membraneless)

- 830±160 ( Nafion®)390±60 (membraneless)

Topcagic and Minteer, 2006

Lactate (20 mM)/H2O2 Lactate dehydrogenase (NAD+)LDH/PQQ immobilized on gold (φ=2 mm)20 mM CaCl2 in 0.1 M Tris buffer (pH 7.0)

MicroperoxidaseABTs/MP-11 immobilized on gold (φ=2 mm)20 mM CaCl2 in 0.1 M Tris buffer (pH 7.0)

- - 142 Lee et al., 2008

Page 43: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

ENZYMEKINETICS2012-20931

강성혁

Page 44: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

CONTENTS

1. Michaelis-Menten Kinetics

2. Calculation of Kinetic Parameters

3. Inhibitor Reaction Kinetics

4. Reversible Kinetics

5. Kinetics for Multiple Substrate reactions

Page 45: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

MICHAELIS-MENTEN KINETICS

Page 46: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

MICHAELIS-MENTEN KINETICS

• Michaelis-Menten equation graph

• By Michaelis-Menten equation, maximum velocity and substrate binding rate could be approximated

Page 47: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

CALCULATION OF KINETIC PARAMETERS

• Lineweaver-burk plot is usually used to calculate parameters of Michaelis-Menten equation

• Equation

- Reciprocal of Michaelis-Menten equation

Page 48: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

CALCULATION OF KINETIC PARAMETERS

• Graph of Lineweaver-burk plot

- Linear graph is useful for calculation of parameters

Page 49: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

CALCULATION OF KINETIC PARAMETERS

• Lineweaver-burk plot is useful, but it has some defects

- Use of substrate concentration reciprocal lead to approximation error

- At high concentration, distance between points are close, but in low concentration, distance is far

Page 50: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

CALCULATION OF KINETIC PARAMETERS

• Because of defects in Lineweaver-burk plot, other method is developed

- Eadie–Hofstee diagram is one example

In Eadie-Hofstee diagram, each points are equally evalutated

- It is more accurate than Lineweaver-burk plot

Page 51: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

INHIBITOR REACTION KINETICS

• 4 kinds of inhibitor reactions

1. Substrate inhibition

2. Competitive inhibition

3. Uncompetitive inhibition

4. Noncompetitive inhibition

• Each reaction has different kinetics

Page 52: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

INHIBITOR REACTION KINETICS

Page 53: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

INHIBITOR REACTION KINETICS

Page 54: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

INHIBITOR REACTION KINETICS

Page 55: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

INHIBITOR REACTION KINETICS

Page 56: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

REVERSIBLE KINETICS

Page 57: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

REVERSIBLE KINETICS

Page 58: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

MULTIPLE SUBSTRATE REACTION KINETICS

• Reaction diagram

• Equation for general multi-substrate reaction

Page 59: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

MULTIPLE SUBSTRATE REACTION KINETICS

• This equation doesn’t consider cooperativity

- For example, Aspartate transcarbamylase is two substrate enzyme and has cooperativity, so general multiple substrate reaction kinetic equation cannot be applied

- It is required to derive general equation for these cooperative enzyme reaction

Page 60: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

“Ping-pong” mechanism

서송우

Page 61: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Introduction• The simplest of enzymes will involve one substrate binding to the

enzyme and producing a product plus the enzyme• But, the majority of enzymes are more complex and catalyze reactions

involving multiple substrates. • Binding of two substrates can occur through two mechanisms:

sequential mechanism and non-sequential mechanism.• In sequential mechanisms both substrates bind the enzyme and  the

reaction proceeds to form products which are then released from the enzyme. This mechanism can be further subdivided into random and ordered reactions.

• For random reactions the order in which the substrates bind does not matter. In ordered reactions one substrate must bind the enzyme before the second substrate is able to bind.

• Non-Sequential mechanism does not require both substrates to bind before releasing the first product. the non sequential mechanism is also known as the "ping-pong" mechanism. It is called this because the enzyme bounces back and forth from an intermediate state to its standard state.

=)The enzyme acts like a ping-pong ball, bouncing from one state to another.

Page 62: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Introduction• Ping-pong mechanism is characterized by the change of the

enzyme into an intermediate form when the first substrate to product reaction occurs. It is important to note the term intermediate indicating that this form is only temporary.

• At the end of the reaction the enzyme MUST be found in its original form. An enzyme is defined by the fact that it is involved in the reaction and is not consumed.

• Another key characteristic of the ping-pong mechanism is that one product is formed and released before the second substrate binds.

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Page 64: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Example• Chymotrypsin

• An example of the ping-pong mechanism would be the action of chymotrypsin.  When reacted with p-nitrophenyl acetate (A), the reaction of chymotrypsin is seen to occur in two steps.

• In the first step, the substrate reacts extremely fast with the enzyme, leading to the formation of a small amount of p-nitrophenolate (P).

• In the second step, the substrate-enzyme interaction results in the formation of acetate ion (Q). The action of chymotrypsin is a ping-pong reaction because the binding of the two substrates causes the enzyme to switch back and forth between two states.

Page 65: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

In summary

• What are two characteristics of an enzyme  that catalyzes a reaction through the ping-pong mechanism?

• One, a product is seen before the second substrate is bound.

• Two, binding of the first substrate causes the enzyme to change into an imtermediate form that will bind the second substrate

Page 66: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Enzyme Engineering Enzyme and Environmental Biotechnology Laboratory

Ha-Eun Lee2012-20969

Page 67: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Definition: Turnover number is defined as the maximum number of molecules of substrate that an enzyme can convert to product per catalytic site per unit time (usually 1 sec), when the enzyme is saturated with substrate.

Turnover number = kcat = rate constant at the rate limiting step

kcat (sec-1)= Vmax/[E]total

from M-M equation

Page 68: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Enzymes vary widely in turnover numberEnzyme Substrate kcat (sec-1) Km (M) kcat/Km (Sec-1M-1)

Catalase H2O2 4 x 107 1.1 4 x 107

Carbonic anhydrase

CO2 1 x 106 1.2 x 10-2 8.3 x 107

HCO3- 4 x 105 2.6 x 10-2 1.5 x 107

Acetylcholinesterase

Acetylcholine 1.4 x 104 9 x 10-5 1.6 x 108

Crotonase Crotonyl-CoA5.7 x

103 2 x 10-5 2.8 x 108

FumaraseMalate

9.0 x 102 2.5 x 10-5 3.6 x 107

Fumarate 8.0 x 102 5 x 10-6 1.6 x 108

Triose phosphate isomerase

Glyceraldehyde -3-phosphate

4.3 x 103 1.8 x 10-5 2.4 x 108

b-Lactamase Benzylpenicillin 2 x 103 2 x 10-5 1 x 108

Chymotrypsinbenzyloxycarbonyl -L-Leu-Gly amide

1.3 x 10-2 1.5 x 10-2 8.6 x 10-1

Catalase and RuBisCo – highest and lowest known TON respectively Most enzymes have TON ranging between 1~105 s-1 under physiological conditions

Page 69: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

kcat and Km values are not only enzyme-specific but also substrate-specific. Same enzyme with different substrates can have different kcat

High kcat not always high catalytic efficiency due to the effect of Km

Catalytic efficiency = kcat/Km = k2/Km = k1k2/(k-1 + k2)

Page 70: Enzyme Engineering 4. Enzyme Reaction Kinetics 4.1 Enzyme Reaction Kinetics & Reactor Design 4.2 Cofactor Regeneration

Enzyme turnover is closely linked to enzyme motion, which in turn is affected by structure (Structure-function relationship)

Enzyme motion is divided into: Non-catalytic vibration of atoms that occur at 100 picosecond scale Anharmonic motions that occur at 1 nanosecond scale.

Correlating with reaction timescales, it can be predicted that anharmonic motions are the rate determining motion for the enzyme turnover.

Anharmonic motion is related to jumps between potential energy wells to overcome the energy barriers along reaction coordinate

How fast this motion occurs will determine how fast a reaction occurs - turnover

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Many catalysis mechanisms (acid-base catalysis, covalent bond catalysis, etc) involve exchange of protons and electrons between the substrate and the enzyme

Increasing rate of exchange will increase turnover Closer distance between exchanging atoms How nucleophilic/electrophilic the atoms related to catalysis

(strength of electron pulling)

Two substrate reaction tends to be slower than one substrate Catalysis can only occur when a substrate is in a proper

orientation Chance of two substrates being in proper orientation

simultaneously is lower