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统计力学启发的活细胞空间和结构度量。

Spatial and Structural Metrics for Living Cells Inspired by Statistical Mechanics.

机构信息

Centre for BioNano Interactions, School of Chemistry and Chemical Biology, University College Dublin, Belfield, Dublin 4, Ireland.

出版信息

Sci Rep. 2016 Oct 6;6:34457. doi: 10.1038/srep34457.

Abstract

Experimental observations in cell biology have advanced to a stage where theory could play a larger role, much as it has done in the physical sciences. Possibly the lack of a common framework within which experimentalists, computational scientists and theorists could equally contribute has hindered this development, for the worse of both disciplines. Here we demonstrate the usage of tools and concepts from statistical mechanics to describe processes inside living cells based on experimental data, suggesting that future theoretical/computational models may be based on such concepts. To illustrate the ideas, we describe the organisation of subcellular structures within the cell in terms of (density) pair correlation functions, and subsequently use the same concepts to follow nano-sized objects being transported inside the cell. Finally, we quantify an interesting subcellular re-organisation, not previously discerned by molecular biology methods.

摘要

细胞生物学的实验观察已经发展到理论可以发挥更大作用的阶段,就像它在物理科学中所做的那样。可能是缺乏一个实验人员、计算科学家和理论家都可以平等贡献的共同框架,阻碍了这一发展,对两个学科都造成了不利影响。在这里,我们展示了如何使用统计力学的工具和概念,根据实验数据来描述活细胞内的过程,这表明未来的理论/计算模型可能基于这些概念。为了说明这些想法,我们根据(密度)对相关函数来描述细胞内亚细胞结构的组织,随后使用相同的概念来跟踪在细胞内运输的纳米级物体。最后,我们量化了一个以前用分子生物学方法无法识别的有趣的亚细胞重新组织。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a1f7/5052623/0d879a80ec38/srep34457-f1.jpg

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