区隔化反应网络的动力学建模

IF 1.2 Q3 Computer Science
J. Hofmeyr
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引用次数: 5

摘要

本文提出了系统生物学背景下分区反应网络动力学建模的综合处理。关于如何构建隔室模型仍然存在很多困惑,并且许多已发表的模型在如何处理隔室方面存在缺陷。这里描述的模型框架回答了两个关键问题:应该使用哪种速率定律来描述分隔系统中的反应速率?如何将这些速率定律纳入描述分隔系统动力学的常微分方程(ode) ?该框架基于反应速率的基本定义,即每次反应事件的数量,这与反应物或生成物的摩尔量的时间导数有关,这是一个广泛的性质,与反应事件发生的隔室的大小成正比。这意味着,发生在三维隔间中的反应速率与隔间的体积成正比,而在二维隔间边界或隔间之间的界面上的转移速率与边界的面积成正比。传输率通常不正确地按体积而不是面积进行缩放,并且对这种错误的原因进行了广泛的讨论。我还展示了应该如何修改“教科书”速率方程(我称之为规范速率方程)以进行区室建模,以及如何将它们纳入量变化或浓度变化的ode中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Kinetic modelling of compartmentalised reaction networks
This paper presents a comprehensive treatment of kinetic modelling of compartmentalised reaction networks in the context of systems biology. There is still a lot of confusion about how to go about constructing compartment models, and many published models are flawed with respect to how they handle compartmentation. The modelling framework described here answers two key questions: Which rate laws should be used to describe the rates of reactions in compartmentalised systems? How should these rate laws be incorporated in the ordinary differential equations (ODEs) that describe the dynamics of the compartmentalised system? The framework rests on the fundamental definition of reaction rate as the number of reaction events per time, which is related to the time derivative of mole amount of reactant or product, an extensive property that is directly proportional to the size of the compartment in which the reaction events occur. This means that the rates of reactions that occur in a 3-dimensional compartment are proportional to the volume of the compartment, while the rates of transfers over a 2-dimensional compartment boundary or interface between compartments are proportional to the area of the boundary. Transfer rates are often incorrectly scaled with a volume instead of an area, and the reasons why this is wrong are extensively discussed. I also show how 'textbook' rate equations, which I term canonical rate equations, should be modified for compartmental modelling and how they should be incorporated into either amount-change or concentration-change ODEs.
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来源期刊
Bio-Algorithms and Med-Systems
Bio-Algorithms and Med-Systems MATHEMATICAL & COMPUTATIONAL BIOLOGY-
CiteScore
3.80
自引率
0.00%
发文量
3
期刊介绍: The journal Bio-Algorithms and Med-Systems (BAMS), edited by the Jagiellonian University Medical College, provides a forum for the exchange of information in the interdisciplinary fields of computational methods applied in medicine, presenting new algorithms and databases that allows the progress in collaborations between medicine, informatics, physics, and biochemistry. Projects linking specialists representing these disciplines are welcome to be published in this Journal. Articles in BAMS are published in English. Topics Bioinformatics Systems biology Telemedicine E-Learning in Medicine Patient''s electronic record Image processing Medical databases.
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