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一种计算系统生物学方法确定SLUG为部分上皮-间质转化(EMT)的介导因子。

A Computational Systems Biology Approach Identifies SLUG as a Mediator of Partial Epithelial-Mesenchymal Transition (EMT).

作者信息

Subbalakshmi Ayalur R, Sahoo Sarthak, Biswas Kuheli, Jolly Mohit Kumar

机构信息

Centre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore, India.

Department of Physical Sciences, Indian Institute of Science Education and Research, Kolkata, India.

出版信息

Cells Tissues Organs. 2022;211(6):689-702. doi: 10.1159/000512520. Epub 2021 Feb 10.

DOI:10.1159/000512520
PMID:33567424
Abstract

Epithelial-mesenchymal plasticity comprises reversible transitions among epithelial, hybrid epithelial/mesenchymal (E/M) and mesenchymal phenotypes, and underlies various aspects of aggressive tumor progression such as metastasis, therapy resistance, and immune evasion. The process of cells attaining one or more hybrid E/M phenotypes is termed as partial epithelial mesenchymal transition (EMT). Cells in hybrid E/M phenotype(s) can be more aggressive than those in either fully epithelial or mesenchymal state. Thus, identifying regulators of hybrid E/M phenotypes is essential to decipher the rheostats of phenotypic plasticity and consequent accelerators of metastasis. Here, using a computational systems biology approach, we demonstrate that SLUG (SNAIL2) - an EMT-inducing transcription factor - can inhibit cells from undergoing a complete EMT and thus stabilize them in hybrid E/M phenotype(s). It expands the parametric range enabling the existence of a hybrid E/M phenotype, thereby behaving as a phenotypic stability factor. Our simulations suggest that this specific property of SLUG emerges from the topology of the regulatory network it forms with other key regulators of epithelial-mesenchymal plasticity. Clinical data suggest that SLUG associates with worse patient prognosis across multiple carcinomas. Together, our results indicate that SLUG can stabilize hybrid E/M phenotype(s).

摘要

上皮-间质可塑性包括上皮、混合上皮/间质(E/M)和间质表型之间的可逆转变,是侵袭性肿瘤进展的各个方面(如转移、治疗抗性和免疫逃逸)的基础。细胞获得一种或多种混合E/M表型的过程称为部分上皮-间质转化(EMT)。处于混合E/M表型的细胞可能比完全上皮或间质状态的细胞更具侵袭性。因此,鉴定混合E/M表型的调节因子对于解读表型可塑性的变阻器以及随之而来的转移促进因子至关重要。在此,我们使用计算系统生物学方法证明,SLUG(SNAIL2)——一种诱导EMT的转录因子——可以抑制细胞发生完全EMT,从而将它们稳定在混合E/M表型。它扩展了使混合E/M表型得以存在的参数范围,从而表现为一种表型稳定性因子。我们的模拟表明,SLUG的这种特殊性质源于它与上皮-间质可塑性的其他关键调节因子形成的调控网络的拓扑结构。临床数据表明,SLUG与多种癌症患者的较差预后相关。总之,我们的结果表明SLUG可以稳定混合E/M表型。

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