Modelling reaction kinetics inside cells

被引:64
作者
Grima, Ramon [1 ]
Schnell, Santiago [2 ,3 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Inst Math Sci, London, England
[2] Indiana Univ, Sch Informat, Bloomington, IN 47406 USA
[3] Indiana Univ, Biocomplex Inst, Bloomington, IN 47406 USA
来源
ESSAYS IN BIOCHEMISTRY: SYSTEMS BIOLOGY, VOL 45 | 2008年 / 45卷
基金
美国国家卫生研究院;
关键词
D O I
10.1042/BSE0450041
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
In the past decade, advances in molecular biology such as the development of non-invasive single molecule imaging techniques have given Lis a window into the intricate biochemical activities that occur inside cells. in this chapter we review four distinct theoretical and simulation frameworks: (i) non-spatial and deterministic, (ii) spatial and deterministic, (iii) non-spatial and stochastic and (iv) spatial and stochastic. Each framework can be suited to modelling and interpreting intracellular reaction kinetics. By estimating the fundamental length scales, one can roughly determine which models are best suited for the particular reaction pathway under Study. We discuss diffei-cliccs in prediction between the four modelling Methodologies. In particular we show that taking into account noise and space does not simply add quantitative predictive accuracy but may also lead to qualitatively different physiological predictions, unaccounted for by classical deterministic models.
引用
收藏
页码:41 / 56
页数:16
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