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实时细胞周期动力学的细胞迁移数学模型。

Mathematical Models for Cell Migration with Real-Time Cell Cycle Dynamics.

机构信息

School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia.

The University of Queensland, The University of Queensland Diamantina Institute, Translational Research Institute, Woolloongabba, Brisbane, Queensland, Australia.

出版信息

Biophys J. 2018 Mar 13;114(5):1241-1253. doi: 10.1016/j.bpj.2017.12.041.

Abstract

The fluorescent ubiquitination-based cell cycle indicator, also known as FUCCI, allows the visualization of the G1 and S/G2/M cell cycle phases of individual cells. FUCCI consists of two fluorescent probes, so that cells in the G1 phase fluoresce red and cells in the S/G2/M phase fluoresce green. FUCCI reveals real-time information about cell cycle dynamics of individual cells, and can be used to explore how the cell cycle relates to the location of individual cells, local cell density, and different cellular microenvironments. In particular, FUCCI is used in experimental studies examining cell migration, such as malignant invasion and wound healing. Here we present, to our knowledge, new mathematical models that can describe cell migration and cell cycle dynamics as indicated by FUCCI. The fundamental model describes the two cell cycle phases, G1 and S/G2/M, which FUCCI directly labels. The extended model includes a third phase, early S, which FUCCI indirectly labels. We present experimental data from scratch assays using FUCCI-transduced melanoma cells, and show that the predictions of spatial and temporal patterns of cell density in the experiments can be described by the fundamental model. We obtain numerical solutions of both the fundamental and extended models, which can take the form of traveling waves. These solutions are mathematically interesting because they are a combination of moving wavefronts and moving pulses. We derive and confirm a simple analytical expression for the minimum wave speed, as well as exploring how the wave speed depends on the spatial decay rate of the initial condition.

摘要

荧光泛素细胞周期指示剂,也称为 FUCCI,可用于观察单个细胞的 G1 期和 S/G2/M 期细胞周期阶段。FUCCI 由两个荧光探针组成,因此 G1 期的细胞发出红色荧光,S/G2/M 期的细胞发出绿色荧光。FUCCI 实时揭示单个细胞的细胞周期动力学信息,可用于研究细胞周期与单个细胞的位置、局部细胞密度和不同细胞微环境之间的关系。特别是,FUCCI 用于研究细胞迁移的实验,如恶性浸润和伤口愈合。在这里,我们提出了据我们所知的新的数学模型,可以描述 FUCCI 所指示的细胞迁移和细胞周期动力学。基本模型描述了 FUCCI 直接标记的两个细胞周期阶段,G1 和 S/G2/M。扩展模型包括第三个阶段,早期 S,FUCCI 间接标记。我们展示了使用 FUCCI 转导的黑色素瘤细胞进行划痕实验的实验数据,并表明实验中细胞密度的时空模式的预测可以用基本模型来描述。我们得到了基本模型和扩展模型的数值解,其可以采用行波的形式。这些解在数学上很有趣,因为它们是移动波前和移动脉冲的组合。我们推导并验证了最小波速的简单解析表达式,并探索了波速如何取决于初始条件的空间衰减率。

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