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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

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

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

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 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

In biochemical networks, reactions often occur on disparate timescales and can be characterized as either "fast" or "slow." The quasi-steady state approximation (QSSA) utilizes timescale separation to project models of biochemical networks…

分子网络 · 定量生物学 2015-06-19 Jae Kyoung Kim , Krešimir Josić , Matthew R. Bennett

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

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

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

Enzyme kinetics has historically been described by deterministic models, with the Michaelis-Menten (MM) equation serving as a paradigm. However, recent experimental and theoretical advances have made it clear that stochastic fluctuations,…

分子网络 · 定量生物学 2025-04-08 Jiaji Qu , Malini Rajbhandari

Deterministic approximations to stochastic Susceptible-Infectious-Susceptible models typically predict a stable endemic steady-state when above threshold. This can be hard to relate to the underlying stochastic dynamics, which has no…

种群与进化 · 定量生物学 2022-08-12 Christopher E. Overton , Robert R. Wilkinson , Adedapo Loyinmi , Joel C. Miller , Kieran J. Sharkey

The quasi-steady-state assumption (QSSA) is an approximation that is widely used in chemistry and chemical engineering to simplify reaction mechanisms. The key step in the method requires a solution by radicals of a system of multivariate…

动力系统 · 数学 2025-05-16 Ophelia Adams

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 this paper we prove that the well-known quasi-steady state approximations, commonly used in enzyme kinetics, which can be interpreted as the reduced system of a differential system depending on a perturbative parameter, according to…

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 application of the standard quasi-steady-state approximation to the Michaelis--Menten reaction mechanism is a textbook example of biochemical model reduction, derived using singular perturbation theory. However, determining the specific…

化学物理 · 物理学 2025-04-16 Kashvi Srivastava , Justin Eilertsen , Victoria Booth , Santiago Schnell

We study a class of Stochastic Differential Equations (SDEs) with jumps modeling multistage Michaelis--Menten enzyme kinetics, in which a substrate is sequentially transformed into a product via a cascade of intermediate complexes. These…

概率论 · 数学 2026-04-14 Arnab Ganguly , Wasiur R. KhudaBukhsh

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

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
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