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真核细胞迁移的数学建模:超越实验的洞察。

Mathematical modeling of eukaryotic cell migration: insights beyond experiments.

机构信息

Department of Cell Biology, Harvard Medical School, Boston, Massachusetts 02115; email:

出版信息

Annu Rev Cell Dev Biol. 2013;29:501-28. doi: 10.1146/annurev-cellbio-101512-122308. Epub 2013 Jul 24.

Abstract

A migrating cell is a molecular machine made of tens of thousands of short-lived and interacting parts. Understanding migration means understanding the self-organization of these parts into a system of functional units. This task is one of tackling complexity: First, the system integrates numerous chemical and mechanical component processes. Second, these processes are connected in feedback interactions and over a large range of spatial and temporal scales. Third, many processes are stochastic, which leads to heterogeneous migration behaviors. Early on in the research of cell migration it became evident that this complexity exceeds human intuition. Thus, the cell migration community has led the charge to build mathematical models that could integrate the diverse experimental observations and measurements in consistent frameworks, first in conceptual and more recently in molecularly explicit models. The main goal of this review is to sift through a series of important conceptual and explicit mathematical models of cell migration and to evaluate their contribution to the field in their ability to integrate critical experimental data.

摘要

迁移细胞是一种由数以万计的短寿命和相互作用的部分组成的分子机器。理解迁移意味着理解这些部分如何自我组织成功能单元的系统。这项任务是解决复杂性的任务之一:首先,该系统整合了众多化学和机械组件过程。其次,这些过程通过反馈相互作用以及在大的空间和时间尺度上连接。第三,许多过程是随机的,这导致了迁移行为的异质性。在细胞迁移的研究早期,很明显,这种复杂性超出了人类的直觉。因此,细胞迁移领域的研究人员率先构建了数学模型,这些模型可以将不同的实验观察和测量结果整合到一致的框架中,首先是在概念模型中,最近则是在分子明确模型中。这篇综述的主要目的是筛选一系列重要的细胞迁移概念和明确的数学模型,并评估它们在整合关键实验数据方面对该领域的贡献。

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