Abstract

We investigate how to characterize the kinetic parameters of an aminotransaminase using a non-standard coupled (or auxiliary) enzyme assay, where the peculiarity arises for two reasons. First, one of the products of the auxiliary enzyme is a substrate for the primary enzyme and, second, we explicitly account for the reversibility of the auxiliary enzyme reaction. Using singular perturbation theory, we characterize the two distinguished asymptotic limits in terms of the strength of the reverse reaction, which allows us to determine how to deduce the kinetic parameters of the primary enzyme for a characterized auxiliary enzyme. This establishes a parameter-estimation algorithm that is applicable more generally to similar reaction networks. We demonstrate the applicability of our theory by performing enzyme assays to characterize a novel putative aminotransaminase enzyme, CnAptA (UniProtKB Q0KEZ8) from Cupriavidus necator H16, for two different omega-amino acid substrates.

Highlights

  • Enzyme assays are an important tool for characterizing enzymes

  • We are interested in understanding how to characterize a primary enzyme in a non-standard coupled enzyme assay, where one of the products of the auxiliary enzyme is a substrate for the primary enzyme and where we explicitly account for the reversibility of the auxiliary enzyme reaction

  • Our analysis allows us to obtain estimates for when we expect to see a linear growth in NADH concentration, the typical regime measured in enzyme assays since it allows a quick sanity check of experimental results and is much easier to fit to data

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Summary

Introduction

Enzyme assays are an important tool for characterizing enzymes. In the classic assay, a single reaction converts a substrate into a product, using an enzyme as a catalyst, and the product is measured over time to estimate the initial reaction velocity (Bisswanger 2014). Experimental noise can increase the error when attempting to implement an accurate fit in nonlinear systems - restricting oneself to a linear growth regime significantly reduces this issue For these reasons, we use singular perturbation theory (Bender and Orszag 2013; Kevorkian and Cole 2013) to analyse the mathematical systems we derive, and to understand how to determine the kinetic parameter values of the primary enzyme in such a system. We use singular perturbation theory (Bender and Orszag 2013; Kevorkian and Cole 2013) to analyse the mathematical systems we derive, and to understand how to determine the kinetic parameter values of the primary enzyme in such a system This provides a significant reduction of the complexity of the system, and allows us to minimize issues associated with experimental noise, as we aim to determine functional forms for the measurable reaction velocities.

Standard coupled enzyme assay
Non-standard coupled enzyme assay
Linear-phase regime
A I log γ B III
Physical interpretation
Depletion regime
Guide to using our theoretical results
Using the weak reverse reaction results
Using the strong reverse reaction results
Comparison with a naive nonlinear solver
Application to experimental data
Enzyme assay protocol
Discussion
Case I
Case II
Case IV
Bacterial strains and cultivation conditions
Cloning of the putative aminotransferase CnAptA
Purification of chitin-tagged CnAptA transaminase

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