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群体生长和基因表达中的斥力扩张动力学。

Repulsive expansion dynamics in colony growth and gene expression.

机构信息

Department of Biomedical Engineering, Duke University, Durham, North Carolina.

Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee.

出版信息

PLoS Comput Biol. 2021 Mar 18;17(3):e1008168. doi: 10.1371/journal.pcbi.1008168. eCollection 2021 Mar.

Abstract

Spatial expansion of a population of cells can arise from growth of microorganisms, plant cells, and mammalian cells. It underlies normal or dysfunctional tissue development, and it can be exploited as the foundation for programming spatial patterns. This expansion is often driven by continuous growth and division of cells within a colony, which in turn pushes the peripheral cells outward. This process generates a repulsion velocity field at each location within the colony. Here we show that this process can be approximated as coarse-grained repulsive-expansion kinetics. This framework enables accurate and efficient simulation of growth and gene expression dynamics in radially symmetric colonies with homogenous z-directional distribution. It is robust even if cells are not spherical and vary in size. The simplicity of the resulting mathematical framework also greatly facilitates generation of mechanistic insights.

摘要

细胞群体的空间扩展可以源于微生物、植物细胞和哺乳动物细胞的生长。它是正常或功能失调的组织发育的基础,也可以被利用作为编程空间模式的基础。这种扩展通常是由菌落内细胞的持续生长和分裂驱动的,这反过来又将外周细胞向外推动。这个过程在菌落内的每个位置产生排斥速度场。在这里,我们表明这个过程可以近似为粗粒排斥扩展动力学。这个框架可以在具有均匀 z 方向分布的径向对称菌落中精确有效地模拟生长和基因表达动力学。即使细胞不是球形且大小不同,它也是稳健的。所得到的数学框架的简单性也极大地促进了对机制的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6c7b/8009408/d1933780c204/pcbi.1008168.g001.jpg

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