Center for Theoretical Biological Physics, Rice University, Houston, TX, USA.
Department of Chemistry, Rice University, Houston, TX, USA.
J R Soc Interface. 2017 Nov;14(136). doi: 10.1098/rsif.2017.0512.
Epithelial-mesenchymal transition (EMT) plays key roles during embryonic development, wound healing and cancer metastasis. Cells in a partial EMT or hybrid epithelial/mesenchymal (E/M) phenotype exhibit collective cell migration, forming clusters of circulating tumour cells-the primary drivers of metastasis. Activation of cell-cell signalling pathways such as Notch fosters a partial or complete EMT, yet the mechanisms enabling cluster formation remain poorly understood. Using an integrated computational-experimental approach, we examine the role of Numb-an inhibitor of Notch intercellular signalling-in mediating EMT and clusters formation. We show via an mathematical model that Numb inhibits a full EMT by stabilizing a hybrid E/M phenotype. Consistent with this observation, knockdown of Numb in stable hybrid E/M cells H1975 results in a full EMT, thereby showing that Numb acts as a brake for a full EMT and thus behaves as a 'phenotypic stability factor' by modulating Notch-driven EMT. By generalizing the mathematical model to a multi-cell level, Numb is predicted to alter the balance of hybrid E/M versus mesenchymal cells in clusters, potentially resulting in a higher tumour-initiation ability. Finally, Numb correlates with a worse survival in multiple independent lung and ovarian cancer datasets, hence confirming its relationship with increased cancer aggressiveness.
上皮-间充质转化 (EMT) 在胚胎发育、伤口愈合和癌症转移中发挥着关键作用。处于部分 EMT 或混合上皮/间充质 (E/M) 表型的细胞表现出集体细胞迁移,形成循环肿瘤细胞簇——转移的主要驱动力。细胞间信号通路如 Notch 的激活促进部分或完全 EMT,但形成细胞簇的机制仍知之甚少。我们采用集成计算实验的方法,研究了 Notch 细胞间信号传导抑制剂 Numb 在 EMT 和细胞簇形成中的作用。我们通过数学模型表明,Numb 通过稳定混合 E/M 表型来抑制完全 EMT。与这一观察结果一致,在稳定的混合 E/M 细胞 H1975 中敲低 Numb 会导致完全 EMT,从而表明 Numb 作为完全 EMT 的制动器,通过调节 Notch 驱动的 EMT 作为“表型稳定性因子”发挥作用。通过将数学模型推广到多细胞水平,Numb 预计会改变细胞簇中混合 E/M 与间充质细胞的平衡,可能导致更高的肿瘤起始能力。最后,Numb 在多个独立的肺癌和卵巢癌数据集与更差的生存相关,因此证实了它与癌症侵袭性增加的关系。