Undergraduate Program, Indian Institute of Science, Bangalore, India.
Centre for BioSystems Science and Engineering, Indian Institute of Science, Bangalore, India.
Front Immunol. 2021 Dec 15;12:797261. doi: 10.3389/fimmu.2021.797261. eCollection 2021.
Recent preclinical and clinical data suggests enhanced metastatic fitness of hybrid epithelial/mesenchymal (E/M) phenotypes, but mechanistic details regarding their survival strategies during metastasis remain unclear. Here, we investigate immune-evasive strategies of hybrid E/M states. We construct and simulate the dynamics of a minimalistic regulatory network encompassing the known associations among regulators of EMT (epithelial-mesenchymal transition) and PD-L1, an established immune-suppressor. Our simulations for the network consisting of SLUG, ZEB1, miR-200, CDH1 and PD-L1, integrated with single-cell and bulk RNA-seq data analysis, elucidate that hybrid E/M cells can have high levels of PD-L1, similar to those seen in cells with a full EMT phenotype, thus obviating the need for cancer cells to undergo a full EMT to be immune-evasive. Specifically, in breast cancer, we show the co-existence of hybrid E/M phenotypes, enhanced resistance to anti-estrogen therapy and increased PD-L1 levels. Our results underscore how the emergent dynamics of interconnected regulatory networks can coordinate different axes of cellular fitness during metastasis.
最近的临床前和临床数据表明,杂交上皮/间充质(E/M)表型的转移适应性增强,但转移过程中它们的生存策略的机制细节仍不清楚。在这里,我们研究了杂交 E/M 状态的免疫逃避策略。我们构建并模拟了一个包含 EMT(上皮-间充质转化)和 PD-L1 之间已知关联的调节剂的最小调节网络的动态,PD-L1 是一种已确立的免疫抑制剂。我们对由 SLUG、ZEB1、miR-200、CDH1 和 PD-L1 组成的网络进行了模拟,并结合单细胞和批量 RNA-seq 数据分析,阐明了杂交 E/M 细胞可以具有高水平的 PD-L1,类似于具有完全 EMT 表型的细胞,从而避免了癌细胞需要经历完整的 EMT 来逃避免疫。具体来说,在乳腺癌中,我们显示了杂交 E/M 表型的共存、对抗雌激素治疗的增强抗性和 PD-L1 水平的增加。我们的结果强调了相互关联的调节网络的涌现动态如何在转移过程中协调细胞适应性的不同轴。