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A PATHWAY-BASED MEAN-FIELD MODEL FOR E. COLI CHEMOTAXIS: MATHEMATICAL DERIVATION AND ITS HYPERBOLIC AND PARABOLIC LIMITS

机译:大肠杆菌的基于路径的均值模型:数学推导及其双曲线和抛物线极限

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摘要

A pathway-based mean-field theory (PBMFT) that incorporated the most recent quantitatively measured signaling pathway was recently proposed for the E. coli chemotaxis in [G. Si, T. Wu, Q. Quyang, and Y. Tu, Phys. Rev. Lett., 109 (2012), 048101]. In this paper, we formally derive a new kinetic system of PBMFT under the assumption that the methylation level is locally concentrated, whose turning operator takes into account the dynamical intracellular pathway and hence is more physically relevant. We recover the PBMFT proposed by Si et al. as the hyperbolic limit and connect to the Keller-Segel equation as the parabolic limit of this new model. We also present the numerical evidence to show the quantitative agreement of the kinetic system with the individual based E. coli chemotaxis simulator.
机译:最近有人提出了一种基于途径的平均场理论(PBMFT),该理论结合了最新的定量测量的信号传导途径,用于大肠杆菌的趋化性[G. Si,Wu。T.,Q。Quyang,和Y. Tu,Phys。 Rev.Lett。,109(2012),048101]。在本文中,我们在甲基化水平局部集中的前提下正式推导了PBMFT的新动力学系统,其转向算子考虑了动态细胞内途径,因此在物理上更相关。我们恢复了Si等人提出的PBMFT。作为双曲极限,并连接到Keller-Segel方程作为此新模型的抛物极限。我们还提供了数值证据,以显示动力学系统与基于个体的大肠杆菌趋化性模拟器的定量一致性。

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