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There is a vast amount of literature concerning the appropriateness of various perturbation parameters for the standard quasi-steady state approximation in the Michaelis-Menten reaction mechanism, and also concerning the relevance of these…

动力系统 · 数学 2024-02-01 Justin Eilertsen , Santiago Schnell , Sebastian Walcher

The application of the quasi-steady-state approximation to the Michaelis-Menten reaction embedded in large open chemical reaction networks is a popular model reduction technique in deterministic and stochastic simulations of biochemical…

统计力学 · 物理学 2013-05-28 Philipp Thomas , Arthur V. Straube , Ramon Grima

The quasi-steady-state approximation is widely used to develop simplified deterministic or stochastic models of enzyme catalyzed reactions. In deterministic models, the quasi-steady-state approximation can be mathematically justified from…

动力系统 · 数学 2023-03-21 Justin Eilertsen , Santiago Schnell

In biochemical systems the Michaelis-Menten (MM) scheme is one of the best-known models of the enzyme- catalyzed kinetics. In the academic literature the MM approximation has been thoroughly studied in the context of differential equation…

化学物理 · 物理学 2015-01-13 Vahe Galstyan

In this paper we derive several quasi steady-state approximations (QSSAs) to the stochastic reaction network describing the Michaelis-Menten enzyme kinetics. We show how the different assumptions about chemical species abundance and…

分子网络 · 定量生物学 2017-11-09 Hye-Won Kang , Wasiur R. KhudaBukhsh , Heinz Koeppl , Grzegorz A. Rempała

Quasi-steady state reductions for the irreversible Michaelis--Menten reaction mechanism are of interest both from a theoretical and an experimental design perspective. A number of publications have been devoted to extending the parameter…

化学物理 · 物理学 2023-03-21 Justin Eilertsen , Santiago Schnell , Sebastian Walcher

The standard two-step model of homogeneous-catalyzed reactions had been theoretically analyzed at various levels of approximations from time to time. The primary aim was to check the validity of the quasi-steady-state approximation, and…

化学物理 · 物理学 2019-11-14 Kamal Bhattacharyya , Sharmistha Dhatt

The conditions for the validity of the standard quasi-steady-state approximation in the Michaelis--Menten mechanism in a closed reaction vessel have been well studied, but much less so the conditions for the validity of this approximation…

动力系统 · 数学 2023-03-21 Justin Eilertsen , Marc R. Roussel , Santiago Schnell , Sebastian Walcher

We analyze the standard model of enzyme-catalyzed reactions at various substrate-enzyme ratios to identify the regions of validity of the quasi-steady-state approximation. Certain prevalent conditions are checked and compared against the…

化学物理 · 物理学 2019-11-15 Sharmistha Dhatt , Kamal Bhattacharyya

We consider a stochastic model of the Michaelis-Menten (MM) enzyme kinetic reactions in terms of Stochastic Differential Equations (SDEs) driven by Poisson Random Measures (PRMs). It has been argued that among various Quasi-Steady State…

概率论 · 数学 2025-12-04 Arnab Ganguly , Wasiur R. KhudaBukhsh

We demonstrate that the Michaelis-Menten reaction mechanism can be accurately approximated by a linear system when the initial substrate concentration is low. This leads to pseudo-first-order kinetics, simplifying mathematical calculations…

动力系统 · 数学 2024-03-11 Justin Eilertsen , Santiago Schnell , Sebastian Walcher

Stochastic models for biochemical reaction networks are widely used to explore their complex dynamics but face significant challenges, including difficulties in determining rate constants and high computational costs. To address these…

分子网络 · 定量生物学 2025-03-04 Yun Min Song , Kangmin Lee , Jae Kyoung Kim

The estimation of the kinetic parameters requires the careful design of experiments under a constrained set of conditions. Many estimates reported in the literature incorporate protocols that leverage simplified mathematical models known as…

动力系统 · 数学 2023-03-21 Justin Eilertsen , Malgorzata Anna Tyczynska , Santiago Schnell

In this work, we revisit the scaling analysis and commonly accepted conditions for the validity of the standard, reverse and total quasi-steady-state approximations through the lens of dimensional Tikhonov-Fenichel parameters and their…

动力系统 · 数学 2023-03-21 Justin Eilertsen , Santiago Schnell

The Michaelis-Menten mechanism is probably the best known model for an enzyme-catalyzed reaction. For spatially homogeneous concentrations, QSS reductions are well known, but this is not the case when chemical species are allowed to…

偏微分方程分析 · 数学 2022-09-20 Martin Frank , Christian Lax , Sebastian Walcher , Olaf Wittich

Michaelis-Menten equation is a basic equation of enzyme kinetics and gives an acceptable approximation of real chemical reaction processes. Analyzing the derivation of this equation yields the fact that its good performance of approximating…

分子网络 · 定量生物学 2015-05-19 Banghe Li , Bo Li , Yuefeng Shen

The Michaelis-Menten equation has played a central role in our understanding of biochemical processes. It has long been understood how this equation approximates the dynamics of irreversible enzymatic reactions. However, a similar…

数学物理 · 物理学 2015-03-17 Ajit Kumar , Krešimir Josić

The quasi-steady state assumption (QSSA) forms the basis for rigorous mathematical justification of the Michaelis-Menten formalism commonly used in modeling a broad range of intracellular phenomena. A critical supposition of QSSA-based…

定量方法 · 定量生物学 2011-03-08 Ed Reznik , Daniel Segre , William Erik Sherwood

The quasi-steady-state approximation (or stochastic averaging principle) is a useful tool in the study of multiscale stochastic systems, giving a practical method by which to reduce the number of degrees of freedom in a model. The method is…

化学物理 · 物理学 2015-06-18 Maria Bruna , S. Jonathan Chapman , Matthew J. Smith

The linear noise approximation models the random fluctuations from the mean-field model of a chemical reaction that unfolds near the thermodynamic limit. Specifically, the fluctuations obey a linear Langevin equation up to order…

化学物理 · 物理学 2023-03-21 Justin Eilertsen , Kashvi Srivastava , Santiago Schnell
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