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随机与异质肿瘤细胞迁移:实验与理论

Stochastic and Heterogeneous Cancer Cell Migration: Experiment and Theory.

机构信息

Department of Chemistry and Research Institute for Basic Science, Sogang University, Seoul, 04107, Republic of Korea.

Department of Life Sciences, Sogang University, Seoul, 04107, Republic of Korea.

出版信息

Sci Rep. 2019 Nov 8;9(1):16297. doi: 10.1038/s41598-019-52480-3.

Abstract

Cell migration, an essential process for normal cell development and cancer metastasis, differs from a simple random walk: the mean-square displacement (〈(Δr)(t)〉) of cells sometimes shows non-Fickian behavior, and the spatiotemporal correlation function (G(r, t)) of cells is often non-Gaussian. We find that this intriguing cell migration should be attributed to heterogeneity in a cell population, even one with a homogeneous genetic background. There are two limiting types of heterogeneity in a cell population: cellular heterogeneity and temporal heterogeneity. Cellular heterogeneity accounts for the cell-to-cell variation in migration capacity, while temporal heterogeneity arises from the temporal noise in the migration capacity of single cells. We illustrate that both cellular and temporal heterogeneity need to be taken into account simultaneously to elucidate cell migration. We investigate the two-dimensional migration of A549 lung cancer cells using time-lapse microscopy and find that the migration of A549 cells is Fickian but has a non-Gaussian spatiotemporal correlation. We find that when a theoretical model considers both cellular and temporal heterogeneity, the model reproduces all of the anomalous behaviors of cancer cell migration.

摘要

细胞迁移是正常细胞发育和癌症转移的必要过程,它不同于简单的随机游走:细胞的均方位移(〈(Δr)(t)〉)有时表现出非菲克行为,细胞的时空相关函数(G(r,t))通常是非高斯的。我们发现,这种有趣的细胞迁移应该归因于细胞群体的异质性,即使是具有同质遗传背景的细胞群体也是如此。细胞群体中有两种限制类型的异质性:细胞异质性和时间异质性。细胞异质性解释了迁移能力的细胞间变化,而时间异质性则源于单细胞迁移能力的时间噪声。我们说明,同时考虑细胞异质性和时间异质性对于阐明细胞迁移是必要的。我们使用延时显微镜研究了 A549 肺癌细胞的二维迁移,发现 A549 细胞的迁移是菲克式的,但具有非高斯时空相关性。我们发现,当理论模型同时考虑细胞异质性和时间异质性时,该模型可以再现癌症细胞迁移的所有异常行为。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/16ef/6841739/f438fedc277c/41598_2019_52480_Fig1_HTML.jpg

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