Shaffer Sydney M, Dunagin Margaret C, Torborg Stefan R, Torre Eduardo A, Emert Benjamin, Krepler Clemens, Beqiri Marilda, Sproesser Katrin, Brafford Patricia A, Xiao Min, Eggan Elliott, Anastopoulos Ioannis N, Vargas-Garcia Cesar A, Singh Abhyudai, Nathanson Katherine L, Herlyn Meenhard, Raj Arjun
Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA.
Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA.
Nature. 2017 Jun 15;546(7658):431-435. doi: 10.1038/nature22794. Epub 2017 Jun 7.
Therapies that target signalling molecules that are mutated in cancers can often have substantial short-term effects, but the emergence of resistant cancer cells is a major barrier to full cures. Resistance can result from secondary mutations, but in other cases there is no clear genetic cause, raising the possibility of non-genetic rare cell variability. Here we show that human melanoma cells can display profound transcriptional variability at the single-cell level that predicts which cells will ultimately resist drug treatment. This variability involves infrequent, semi-coordinated transcription of a number of resistance markers at high levels in a very small percentage of cells. The addition of drug then induces epigenetic reprogramming in these cells, converting the transient transcriptional state to a stably resistant state. This reprogramming begins with a loss of SOX10-mediated differentiation followed by activation of new signalling pathways, partially mediated by the activity of the transcription factors JUN and/or AP-1 and TEAD. Our work reveals the multistage nature of the acquisition of drug resistance and provides a framework for understanding resistance dynamics in single cells. We find that other cell types also exhibit sporadic expression of many of these same marker genes, suggesting the existence of a general program in which expression is displayed in rare subpopulations of cells.
靶向癌症中发生突变的信号分子的疗法通常会产生显著的短期效果,但耐药癌细胞的出现是实现完全治愈的主要障碍。耐药性可能源于二次突变,但在其他情况下,没有明确的遗传原因,这增加了非遗传罕见细胞变异性的可能性。在这里,我们表明人类黑色素瘤细胞在单细胞水平上可表现出深刻的转录变异性,这种变异性可预测哪些细胞最终会抵抗药物治疗。这种变异性涉及在极少数细胞中高水平地不频繁、半协调转录多种耐药标记物。添加药物随后会在这些细胞中诱导表观遗传重编程,将短暂的转录状态转变为稳定的耐药状态。这种重编程始于SOX10介导的分化丧失,随后是新信号通路的激活,部分由转录因子JUN和/或AP-1以及TEAD的活性介导。我们的工作揭示了获得耐药性的多阶段性质,并为理解单细胞中的耐药动态提供了一个框架。我们发现其他细胞类型也表现出许多这些相同标记基因的散发性表达,这表明存在一个普遍程序,其中表达在罕见的细胞亚群中展现。