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通过RNA测序对癌细胞耐药性转变过程中的转录异质性进行单细胞分析。

Single-cell analyses of transcriptional heterogeneity during drug tolerance transition in cancer cells by RNA sequencing.

作者信息

Lee Mei-Chong Wendy, Lopez-Diaz Fernando J, Khan Shahid Yar, Tariq Muhammad Akram, Dayn Yelena, Vaske Charles Joseph, Radenbaugh Amie J, Kim Hyunsung John, Emerson Beverly M, Pourmand Nader

机构信息

Biomolecular Engineering Department, University of California, Santa Cruz, CA 95064;

Laboratory of Regulatory Biology, The Salk Institute for Biological Studies, La Jolla, CA 92037;

出版信息

Proc Natl Acad Sci U S A. 2014 Nov 4;111(44):E4726-35. doi: 10.1073/pnas.1404656111. Epub 2014 Oct 22.

Abstract

The acute cellular response to stress generates a subpopulation of reversibly stress-tolerant cells under conditions that are lethal to the majority of the population. Stress tolerance is attributed to heterogeneity of gene expression within the population to ensure survival of a minority. We performed whole transcriptome sequencing analyses of metastatic human breast cancer cells subjected to the chemotherapeutic agent paclitaxel at the single-cell and population levels. Here we show that specific transcriptional programs are enacted within untreated, stressed, and drug-tolerant cell groups while generating high heterogeneity between single cells within and between groups. We further demonstrate that drug-tolerant cells contain specific RNA variants residing in genes involved in microtubule organization and stabilization, as well as cell adhesion and cell surface signaling. In addition, the gene expression profile of drug-tolerant cells is similar to that of untreated cells within a few doublings. Thus, single-cell analyses reveal the dynamics of the stress response in terms of cell-specific RNA variants driving heterogeneity, the survival of a minority population through generation of specific RNA variants, and the efficient reconversion of stress-tolerant cells back to normalcy.

摘要

应激的急性细胞反应在对大多数细胞群体致死的条件下产生了一个可逆性应激耐受细胞亚群。应激耐受性归因于群体内基因表达的异质性,以确保少数细胞的存活。我们在单细胞和群体水平上对接受化疗药物紫杉醇处理的转移性人乳腺癌细胞进行了全转录组测序分析。在这里,我们表明,在未处理、应激和耐药细胞组中会启动特定的转录程序,同时在组内和组间的单细胞之间产生高度异质性。我们进一步证明,耐药细胞包含特定的RNA变体,这些变体存在于参与微管组织和稳定以及细胞粘附和细胞表面信号传导的基因中。此外,耐药细胞的基因表达谱在几次倍增后与未处理细胞的相似。因此,单细胞分析揭示了应激反应的动态变化,包括驱动异质性的细胞特异性RNA变体、通过产生特定RNA变体使少数群体存活以及应激耐受细胞有效地恢复正常状态。

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