Berez Alyssa, Peercy Bradford E, Starz-Gaiano Michelle
Department of Mathematics and Statistics, University of Maryland Baltimore County, Baltimore, MD, United States.
Department of Biological Sciences, University of Maryland Baltimore County, Baltimore, MD, United States.
Front Physiol. 2020 Jul 28;11:803. doi: 10.3389/fphys.2020.00803. eCollection 2020.
Cell migration is a key component in development, homeostasis, immune function, and pathology. It is important to understand the molecular activity that allows some cells to migrate. is a useful model system because its genes are largely conserved with humans and it is straightforward to study biologically. The well-conserved transcriptional regulator Signal Transducer and Activator of Transcription (STAT) promotes cell migration, but its signaling is modulated by downstream targets Apontic (APT) and Slow Border Cells (SLBO). Inhibition of STAT activity by APT and cross-repression of APT and SLBO determines whether an epithelial cell in the egg chamber becomes motile or remains stationary. Through mathematical modeling and analysis, we examine how the interaction of STAT, APT, and SLBO creates bistability in the Janus Kinase (JAK)/STAT signaling pathway. In this paper, we update and analyze earlier models to represent mechanistically the processes of the JAK/STAT pathway. We utilize parameter, bifurcation, and phase portrait analyses, and make reductions to the system to produce a minimal three-variable quantitative model. We analyze the manifold between migratory and stationary steady states in this minimal model and show that when the initial conditions of our model are near this manifold, cell migration can be delayed.
细胞迁移是发育、体内平衡、免疫功能和病理学中的关键组成部分。了解使某些细胞能够迁移的分子活性非常重要。 是一个有用的模型系统,因为其基因在很大程度上与人类保守,并且在生物学上易于研究。保守性良好的转录调节因子信号转导子和转录激活子(STAT)促进细胞迁移,但其信号传导受下游靶点Apontic(APT)和慢边界细胞(SLBO)调节。APT对STAT活性的抑制以及APT和SLBO的相互抑制决定了卵室中的上皮细胞是变得可移动还是保持静止。通过数学建模和分析,我们研究了STAT、APT和SLBO的相互作用如何在Janus激酶(JAK)/STAT信号通路中产生双稳态。在本文中,我们更新并分析了早期模型,以机械地表示JAK/STAT通路的过程。我们利用参数、分岔和相图分析,并对系统进行简化,以产生一个最小的三变量定量模型。我们分析了这个最小模型中迁移和静止稳态之间的流形,并表明当我们模型的初始条件接近这个流形时,细胞迁移可能会延迟。