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生物入侵建模:界面上的个体到种群尺度。

Modelling biological invasions: Individual to population scales at interfaces.

机构信息

Departamento de Matemáticas, E. T. S. de Ingenieros Industriales, Universidad de Castilla-La Mancha 13071 Ciudad Real, Spain.

出版信息

J Theor Biol. 2013 Oct 7;334:1-12. doi: 10.1016/j.jtbi.2013.05.033. Epub 2013 Jun 13.

Abstract

Extracting the population level behaviour of biological systems from that of the individual is critical in understanding dynamics across multiple scales and thus has been the subject of numerous investigations. Here, the influence of spatial heterogeneity in such contexts is explored for interfaces with a separation of the length scales characterising the individual and the interface, a situation that can arise in applications involving cellular modelling. As an illustrative example, we consider cell movement between white and grey matter in the brain which may be relevant in considering the invasive dynamics of glioma. We show that while one can safely neglect intrinsic noise, at least when considering glioma cell invasion, profound differences in population behaviours emerge in the presence of interfaces with only subtle alterations in the dynamics at the individual level. Transport driven by local cell sensing generates predictions of cell accumulations along interfaces where cell motility changes. This behaviour is not predicted with the commonly used Fickian diffusion transport model, but can be extracted from preliminary observations of specific cell lines in recent, novel, cryo-imaging. Consequently, these findings suggest a need to consider the impact of individual behaviour, spatial heterogeneity and especially interfaces in experimental and modelling frameworks of cellular dynamics, for instance in the characterisation of glioma cell motility.

摘要

从个体水平的行为中提取生物系统的群体水平行为对于理解多个尺度上的动力学至关重要,因此一直是众多研究的主题。在这里,研究了在个体和界面的特征长度尺度分离的情况下,这种情况下可能会出现涉及细胞建模的应用,空间异质性的影响。作为一个说明性的例子,我们考虑了大脑中白质和灰质之间的细胞运动,这在考虑神经胶质瘤的侵袭动力学时可能是相关的。我们表明,虽然人们可以安全地忽略内在噪声,至少在考虑神经胶质瘤细胞入侵时,在存在界面的情况下,群体行为会出现深刻的差异,而个体水平的动力学只有细微的变化。局部细胞感应驱动的输运产生了沿着细胞迁移变化的界面处细胞堆积的预测。这种行为不能用常用的菲克扩散输运模型来预测,但可以从最近新型冷冻成像中特定细胞系的初步观察中提取出来。因此,这些发现表明需要在细胞动力学的实验和建模框架中考虑个体行为、空间异质性,特别是界面的影响,例如在神经胶质瘤细胞迁移的特征化中。

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