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多尺度随机反应扩散建模:在丝状伪足肌动蛋白动力学中的应用。

Multiscale stochastic reaction-diffusion modeling: application to actin dynamics in filopodia.

作者信息

Erban Radek, Flegg Mark B, Papoian Garegin A

机构信息

Mathematical Institute, University of Oxford, 24-29 St. Giles', Oxford, OX1 3LB, UK,

出版信息

Bull Math Biol. 2014 Apr;76(4):799-818. doi: 10.1007/s11538-013-9844-3. Epub 2013 May 3.

Abstract

Two multiscale (hybrid) stochastic reaction-diffusion models of actin dynamics in a filopodium are investigated. Both hybrid algorithms combine compartment-based and molecular-based stochastic reaction-diffusion models. The first hybrid model is based on the models previously developed in the literature. The second hybrid model is based on the application of a recently developed two-regime method (TRM) to a fully molecular-based model, which is also developed in this paper. The results of hybrid models are compared with the results of the molecular-based model. It is shown that both approaches give comparable results, although the TRM model better agrees quantitatively with the molecular-based model.

摘要

研究了丝状伪足中肌动蛋白动力学的两种多尺度(混合)随机反应扩散模型。两种混合算法都结合了基于区室和基于分子的随机反应扩散模型。第一个混合模型基于文献中先前开发的模型。第二个混合模型基于将最近开发的双机制方法(TRM)应用于本文中也开发的完全基于分子的模型。将混合模型的结果与基于分子的模型的结果进行了比较。结果表明,尽管TRM模型在定量上与基于分子的模型更吻合,但两种方法都给出了可比的结果。

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