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Hot Biological Catalysis: Isothermal Titration Calorimetry to Characterize Enzymatic Reactions
Published on: April 4, 2014
Kinetic values for mechanism-based enzyme inhibition: assessing the bias introduced by the conventional experimental
Jiansong Yang1, Masoud Jamei, Karen Rowland Yeo
1Academic Unit of Clinical Pharmacology, Pharmacokinetics and Pharmacogenetics Group, University of Sheffield, Sheffield, UK. J.Yang@simcyp.com
Abstract:
The in vitro characterisation of a mechanism-based enzyme inactivator (MBEI) includes determination of the maximum inactivation rate constant (k(inact)), the inactivator concentration that produces half-maximal rate of inactivation (K(I)), and the partition ratio (r). Conventional experimental protocols (CEPs) assume insignificant metabolism of the MBEI during the "pre-incubation" stage and negligible inactivation of enzyme during the "incubation" stage. The aim of this study was to evaluate the bias in the estimation of kinetic values as a consequence of these assumptions. Ranges of values of k(inact), K(I), and r for reported MBEIs were collated and data for 27 virtual compounds were generated by combining the median, high and low values of each parameter. The kinetics of the virtual compounds and of four reported MBEIs were simulated under CEP, but taking account of enzyme inactivation, metabolism of the MBEI and the probe substrate, and their interaction at relevant stages. The differences between the estimated and starting kinetic values reflect the bias introduced by the CEP in the absence of experimental error. Despite simulating a stringent experimental procedure, 19% of the estimated kinetic values of the 27 virtual MBEIs had greater than 100% bias. Simulations relating to two of the actual MBEIs indicated no bias in k(inact) and 8-33% bias in K(I). However, the bias in K(I) values of the two other compounds exceeded 98% and corresponding bias in k(inact) was greater than 300%. Thus, CEP may introduce substantial bias in estimated kinetic values for mechanism-based inhibition, and the validity of some of the reported kinetic parameters may be questionable.
Insights
Conventional experimental protocols for mechanism-based enzyme inactivators (MBEI) can introduce significant bias in kinetic parameter estimation. This study reveals that assumptions in these protocols may lead to questionable kinetic values, impacting drug development.
Area of Science:
- Biochemistry
- Enzyme kinetics
- Drug discovery
Background:
- Mechanism-based enzyme inactivators (MBEIs) are crucial in drug development.
- Standard methods for characterizing MBEIs rely on assumptions about metabolism and inactivation stages.
- Potential biases in these assumptions can affect the accuracy of kinetic parameter determination.
Purpose of the Study:
- To evaluate the bias in estimating kinetic values (k(inact), K(I), r) using conventional experimental protocols (CEPs).
- To assess the impact of MBEI metabolism and enzyme inactivation on kinetic parameter accuracy.
Main Methods:
- Collated kinetic values for reported MBEIs.
- Generated data for 27 virtual compounds.
- Simulated kinetics of virtual and actual MBEIs under CEP, considering metabolism and inactivation.
- Quantified bias between estimated and true kinetic values.
Main Results:
- 19% of estimated kinetic values for virtual MBEIs showed over 100% bias.
- Bias in k(inact) and K(I) for actual MBEIs varied, with some exceeding 98% and 300% respectively.
- CEPs can introduce substantial bias, even under stringent simulation conditions.
Conclusions:
- Conventional experimental protocols may yield inaccurate kinetic parameters for MBEIs.
- The validity of previously reported kinetic values determined by CEPs could be questionable.
- Further refinement of experimental protocols is needed for reliable MBEI characterization.
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