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142 CHARACTERIZATION OF ENZYME STABILITYIf the amount of denatured enzyme is being monitored as a function oftime instead, the first-order ordinary differential equation that character-iz

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11.2.2 Late Stages of the Reaction

As discussed above, the upward curvature during the early stages of thereaction is given by the exponential term in Eq (11.11) When time issufficiently long, the exponential term becomes negligibly small, and thecurve becomes essentially a straight line For the case [S0]≫ K m, as

t → ∞, Eq (11.11) reduces to:

Thus, from knowledge of the values of the slope, x-intercept, and

ini-tial substrate concentration, estimates of k1 and k2 and be obtained Anestimate ofk−1 can be obtained from knowledge ofK m, k1, and k2:

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136 TRANSIENT PHASES OF ENZYMATIC REACTIONS

Consider the opposing reaction:

equilib-d [B]

d t = k1[A]− k−1[B]= k1[A0− B] − k−1[B] (11.20)

The deviation of [B] from its equilibrium concentration will be given by

[B] = [Beq]− [B] Changes in the concentration difference in species

B as it approaches the new equilibrium position, for a small perturbation([B0]≪ [B]), is given by

By monitoring the first-order decay of [B] in time, it is possible to

determinek1 + k−1 (Fig 11.5) From knowledge ofK mand k2, it is sible to obtain estimates for the individual rate constants By defining

pos-α = k1 + k−1, it is possible to express k−1 = α − k1 Substitution of thisform ofk−1intoK m(K m = (k−1+ k2)/k1) and rearrangement allows forthe calculation ofk1:

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t (a)

slope =−(k 1 +k−1)

t (b)

Figure 11.5 (a) Decay in the difference between product concentration at time t and the

equilibrium product concentrationB t, as the system relaxes to a new equilibrium after

a small perturbation (b) Semilog arithmic plot used in the determination of individual

reaction rate constants for the reaction A  B.

The differential equation that describes changes in the concentration of

[E] = [Eeq]− [E] [S] = [Seq]− [S]

Substituting these expressions into Eq (11.26) yields

d ([ESeq]− [ES])

d t = k1([Eeq]− [E])([Seq]− [S])

− k−1([ESeq]− [ES]) (11.28)

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138 TRANSIENT PHASES OF ENZYMATIC REACTIONS

At equilibrium, d [ES] /dt = 0 and k1[Eeq][Seq]= k−1[ESeq] Substituting

k−1[ESeq] for k1[Eeq][Seq] in Eq (11.28), ignoring the small term[E][S], and substituting −[ES] for both [E] and [S], since

[E] ≈ [S] ≈ −[ES], results in the expression

d [ ES]

d t = −k1([Eeq]+ [Seq])[ES] − k−1[ES] (11.29)

Integration of this equation yields

By monitoring the first-order decay of [ES] in time, it is possible to

determine k1∗+ k−1 From knowledge of the equilibrium concentrations

of enzyme and substrate and the values for K m and k2 from steady-statekinetic analysis, it is possible to obtain estimates of the individual rate con-stants By definingβ = [Eeq]+ [Seq], andα = k1β + k−1, it is possible toexpressk−1 = α − k1β Substitution of this form of k−1into K m[(K m=

(k−1 + k2)/k1] and rearrangement allows for the calculation of k1:

k1= α + k2

An estimate ofk−1 can then be obtained from k−1 = α − k1β.

TABLE 11.1 Apparent First-Order Rate Constants for the Relaxation of a Thermodynamic System to a New Equilibrium

A + B ←−−−−−−→ C k1([Aeq] + [Beq]) + k−1

A + B ←−−−−−−→ C + D k1([Aeq] + [Beq]) + k−1([Ceq] + [Deq])

A + B + C ←−−−−−−→ D k1([Aeq][Beq] + [Aeq][Ceq] + [Beq][Ceq]) + k−1

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The treatment shown above applies to single-step reactions The ment for more complex reaction pathways (e.g., multiple-step reactions) isbeyond the scope of this book Expressions for the apparent rate constantsfor a number of relaxation reactions are summarized in Table 11.1.

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where N represents the native enzyme, D represents the denatured, inactiveenzyme, andk D (time−1) represents the first-order activity decay constantfor the enzyme The first-order ordinary differential equation and enzymemass balance that characterize this process are

d [N]

140

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Time (a)

slope =−k D

Time (b)

Figure 12.1 (a) Decreases in native enzyme concentration, or activity, as a function of

time (N → D) from an initial value of N0 to a minimum value of Nmin (b) Semilogarithmic

plot used in determination of the rate constant of denaturation (k D).

where [Nmin] represents the enzyme activity, or native enzyme tration att = ∞ Integration of this equation for the boundary conditions

results in a first-order exponential decay function which can be expressed

in linear or nonlinear forms:

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142 CHARACTERIZATION OF ENZYME STABILITY

If the amount of denatured enzyme is being monitored as a function oftime instead, the first-order ordinary differential equation that character-izes the increase in the concentration of denatured enzyme and enzymemass balance are

d [D]

d t = k D[N− Nmin]= k D[Dmax− D] (12.7)

[Nmin+ Dmax]= [N + D] = [N0+ D0] (12.8)

where Dmax represents the concentration of denatured enzyme att = ∞.

Integration for the boundary conditions D= D0 att = 0,

results in a first-order exponential growth function that can be expressed

in linear or nonlinear forms:

[D]= [D0]+ [Dmax− D0](1 − e −k D t ) (12.12)

Estimates of the rate constant can be obtained by fitting either of themodels above to experimental data using standard linear [Eq (12.10)] ornonlinear [Eq (12.12)] regression techniques (Fig 12.2) A higher rateconstant of denaturation would imply a less stable enzyme

12.1.2 Half-Life

A common parameter used in the characterization of enzyme stability isthe half-life (t1 /2) As described in Chapter 1, the reaction half-life for afirst-order reaction can be calculated from the rate constant:

t1 /2= 0.693

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slope =−k D

Time (b)

Figure 12.2 (a) Increases in denatured enzyme concentration as a function of time

(N → D) from an initial value of D0 to a maximum value of Dmax (b) Semilogarithmic

plot used in the determination of the rate constant of denaturation (k D).

The half-life has units of time and corresponds to the time required forthe loss of half of the original enzyme concentration, or activity

12.1.3 Decimal Reduction Time

A specialized parameter used by certain disciplines in the characterization

of enzyme stability is the decimal reduction time, orD value The decimal

reduction time of a reaction is the time required for one log10 reduction inthe concentration, or activity, of the reacting species (i.e., a 90% reduc-tion in the concentration, or activity, of a reactant) Decimal reductiontimes can be determined from the slope of log10([N t]/[N0]) versus time

plots (Fig 12.3) The modified first-order integrated rate equation has thefollowing form:

log10 [Nt][N0] = −t

or

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144 CHARACTERIZATION OF ENZYME STABILITY

Figure 12.3 Semilogarithmic plot used in the determination of the decimal reduction

time (D value) of an enzyme.

The decimal reduction time (D) is related to the first-order rate constant

to experimental data (Fig 12.4):

lnk D = ln A − E a

or

The frequency factorA (time−1) is a parameter related to the total number

of collisions that take place during a chemical reaction, E a (kJ mol−1)the energy of activation, R (kJ mol−1 K−1) the universal gas constant,and T (K) the absolute temperature From Eq (12.17) we can deduce

that for a constant value ofA, a higher E a translates into a lower k D Asdiscussed previously, at a constantA, the higher the value of k D, the morethermostable the enzyme Thus, the rate constant of denaturation,k D, andthe energy of activation of denaturation, E a, are useful parameters in thekinetic characterization of enzyme stability

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260 280 300 320 340 360 380 0.0

0.1 0.2

A =100 t −1

Ea=10 kJ mol −1

Temperature (K) (a)

4.56 4.57 4.58

slope =−E a / R

1/ T (K −1)

Figure 12.4 (a) Simulation of increases in the reaction rate constant of denaturation (k D)

as a function of increasing temperature (b) Arrhenius plot used in the determination of

the energy of activation of denaturation (E a).

12.1.5 Z Value

A parameter closely related to the energy of activation is the Z value,

the temperature dependence of the decimal reduction time (D) The Z

value is the temperature increase required for a one-log10 reduction (90%decrease) in the D value The Z value can be determined from a plot

of log10D versus temperature (Fig 12.5) The temperature dependence

of the decimal reduction time can be expressed in linear and nonlinearforms:

log10D = log10 C − T

or

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146 CHARACTERIZATION OF ENZYME STABILITY

0.1 1 10 100

Figure 12.5 Semilogarithmic plot used in determination of theZ value of an enzyme.

where C is a constant related to the frequency factor A in the Arrhenius

equation Alternatively, if D values are known only at two temperatures,

theZ value can be determined using the following equation:

log10 D2 D1 = −T2 − T1

For the thermodynamic characterization of enzyme stability, the ration process is also considered a one-step, reversible transition betweenthe native and denatured states:

where K D is the equilibrium constant of denaturation,

K D = [D]

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For the thermodynamic characterization of enzyme stability, the mostcritical step is the determination of the equilibrium constant of denat-uration The equilibrium constant can be calculated from knowledge ofthe relative proportions of native and denatured enzymes at a particulartemperature The equilibrium constant can thus be calculated as

corre-or native enzyme at a particular temperature can be calculated from

Figure 12.6 Decay in native enzyme concentration, or activity, from an initial value of

N0 to different values of Nmin As reaction temperature increases, Nmin decreases, until reaching a limiting value, Nlim.

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148 CHARACTERIZATION OF ENZYME STABILITY

260 280 300 320 340 360 380 0.0

0.2 0.4 0.6 0.8

Figure 12.7 Decrease in the fraction of native enzyme (fN) and increases in the fraction

of denatured enzyme (fD) as a function of increasing temperature.

free energy of denaturation can be calculated directly from the rium constants A standard-state free energy of denaturation (G◦D) can

equilib-be calculated from the equilibrium constant (Fig 12.8):

The standard-state enthalpy of denaturation (HD◦) can be calculated fromthe slope of the natural logarithm of the equilibrium constant versusinverse temperature plot (Fig 12.9b) using the van’t Hoff equation:

Figure 12.8 Simulation of decreases in the standard state free energy of denaturation

(G◦D) as a function of increases in temperature.T m denotes the denaturation midpoint temperature.

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260 280 300 320 340 360 380 400 0

1000 2000

(b)

KD

0.0025 0.0030 0.0035 0.0040 0.0

2.5 5.0 7.5 10.0

Figure 12.9 (a) Simulation of increases in the equilibrium constant of denaturation (k D)

as a function of increases in temperature (b) van’t Hoff plot used in the determination of

the standard-state enthalpy of denaturation (HD◦).

where SD◦ corresponds to the standard-state entropy of denaturation.Inspection of Eq (12.29) reveals that the standard-state entropy of denat-uration can easily be determined from the y-intercept of the van’t Hoff

plot (Fig 12.9b).

The standard-state entropy of denaturation can also be determined easily

by realizing that at the transition midpoint temperature (T m), wherefD =

fN,K D = 1, and thus ln K D = 0, G◦D is equal to zero (Fig 12.8):

G◦D(Tm ) = HD◦+ T m SD◦ = 0 (12.30)

The standard-state entropy of denaturation can therefore be calculated as

SD◦ = HD◦

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150 CHARACTERIZATION OF ENZYME STABILITY

Alternatively, SD◦ could be calculated from knowledge of G◦D at aparticular temperature and HD◦:

SD◦ = HD◦− G◦D(T )

The treatment above assumes that there are no differences in heat ity between native and denatured states of an enzyme and that the heatcapacity remains constant throughout the temperature range studied.The enthalpy of denaturation (J mol−1) is the amount of heat required

capac-to denature the enzyme A large and positive enthalpic term could beassociated with a more stable enzyme, since greater amounts of energyare required for the denaturation process to take place The entropy ofdenaturation is the amount of energy per degree (J mol−1 K−1) involved

in the transition from a native to a denatured state A positiveSD◦ term

is indicative of increases in the disorder, or randomness, of the system(protein–solvent) upon denaturation A negative SD◦ term, on the otherhand, is indicative of decreases in the disorder, or randomness, of thesystem (protein–solvent) upon denaturation Usually, an increase in therandomness of the system (i.e., a positive SD◦ term) is associated withdenaturation Thus, the larger the change in entropy of the system upondenaturation, the less stable the enzyme The free-energy term, on theother hand, includes the contributions from both enthalpic and entropicterms and is a more reliable indicator of enzyme stability A smaller,

or more negative, standard-state free-energy change is associated with

a more spontaneous process Thus the smaller, or more negative, G◦D

term, the more readily the enzyme undergoes denaturation This could beinterpreted as a less stable enzyme

For the kinetic characterization of enzyme stability, enzyme solutions areincubated at a particular temperature and aliquots removed at the appro-priate times Enzyme activity in these samples is then measured at theenzyme’s temperature optimum This activity is usually determined imme-diately after the temperature treatment These data will be used in thekinetic characterization of enzyme activity

For the thermodynamic characterization of enzyme stability, the mum enzyme activity has to be determined Enzyme solutions are incu-bated at a particular temperature and aliquots removed at the appropriatetimes Enzyme activity in these samples is then measured at the enzyme’s

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mini-temperature optimum This activity is usually determined immediatelyafter the temperature treatment Enzyme activity will decrease in time,approaching a minimum value These minimum activities are then used

in the thermodynamic characterization of enzyme stability An importantpoint to consider is that any thermodynamic treatment implies reversibil-ity A thermodynamic treatment of enzyme stability inherently impliesreversibility of the enzyme inactivation process That is, enzyme activitymust be (fully) recovered in time after exposure to elevated temperatures.This condition must not be met for the case of a kinetic treatment ofenzyme stability

12.3.1 Thermodynamic Characterization of Stability

The activities of two enzymes as a function of temperature are shown inTable 12.1 and Fig 12.10 In the lower temperature range, increases intemperature lead to increases in the activity of the enzymes, since the rate

of a reaction increases with temperature However, since enzymes are teins, higher temperatures also lead to protein denaturation A consequence

pro-of these two competing processes is the existence pro-of a temperature mum At temperatures below the optimum, an activation of the reaction

opti-TABLE 12.1 Relative Activity of Two Enzymes as a

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152 CHARACTERIZATION OF ENZYME STABILITY

0 20 40 60 80 100

120

Temperature ( °C)

Figure 12.10 Changes in enzyme activity as a function of temperature for two enzymes

with differing temperature sensitivities.

20 30 40 50 60 70 80 90 100 110 0.0

0.2 0.4 0.6 0.8 1.0

Figure 12.11 Decreases in the fraction of native enzyme as a function of increasing

temperature for two enzymes with differing temperature sensitivities.

20 30 40 50 60 70 80 90 100 110 0

5 10 15 20

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