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Modeling the Transitions between Collective and Solitary Migration Phenotypes in Cancer Metastasis

机译:模拟癌症转移中集体迁移和孤立迁移表型之间的过渡

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摘要

Cellular plasticity during cancer metastasis is a major clinical challenge. Two key cellular plasticity mechanisms —Epithelial-to-Mesenchymal Transition (EMT) and Mesenchymal-to-Amoeboid Transition (MAT) – have been carefully investigated individually, yet a comprehensive understanding of their interconnections remains elusive. Previously, we have modeled the dynamics of the core regulatory circuits for both EMT (miR-200/ZEB/miR-34/SNAIL) and MAT (Rac1/RhoA). We now extend our previous work to study the coupling between these two core circuits by considering the two microRNAs (miR-200 and miR-34) as external signals to the core MAT circuit. We show that this coupled circuit enables four different stable steady states (phenotypes) that correspond to hybrid epithelial/mesenchymal (E/M), mesenchymal (M), amoeboid (A) and hybrid amoeboid/mesenchymal (A/M) phenotypes. Our model recapitulates the metastasis-suppressing role of the microRNAs even in the presence of EMT-inducing signals like Hepatocyte Growth Factor (HGF). It also enables mapping the microRNA levels to the transitions among various cell migration phenotypes. Finally, it offers a mechanistic understanding for the observed phenotypic transitions among different cell migration phenotypes, specifically the Collective-to-Amoeboid Transition (CAT).
机译:癌症转移过程中的细胞可塑性是一项重大的临床挑战。分别仔细研究了两个关键的细胞可塑性机制-上皮到间充质转变(EMT)和间充质到弹状体转变(MAT),但是对它们之间的相互联系的全面了解仍然遥遥无期。以前,我们已经为EMT(miR-200 / ZEB / miR-34 / SNAIL)和MAT(Rac1 / RhoA)的核心调节电路动力学建模。现在,我们通过将两个microRNA(miR-200和miR-34)视为传递给核心MAT电路的外部信号,来扩展研究这两个核心电路之间的耦合的工作。我们表明,这种耦合电路能够实现四种不同的稳定稳态(表型),分别对应于混合上皮/间充质(E / M),间充质(M),变形虫(A)和混合变形虫/间质(A / M)表型。即使存在EMT诱导信号(如肝细胞生长因子(HGF)),我们的模型也概括了microRNA的转移抑制作用。它还可以将microRNA水平映射到各种细胞迁移表型之间的转变。最后,它为观察到的不同细胞迁移表型之间的表型转变,特别是从集体到变形虫转变(CAT)的机制理解提供了机制。

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