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

机译:通过RNA测序对癌细胞的耐药性过渡过程中的转录异质性进行单细胞分析。

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摘要

The acute cellular response to stress generates a subpopulation of reversibly stress-tolerant cells under conditions that are lethal to the majority of the cell population. Stress tolerance is attributed to heterogeneity of gene expression within the cell population to ensure the survival of a minority cell population. I performed whole-transcriptome sequencing analyses of metastatic human breast cancer cells, MDA-MB-231, subjected to the chemotherapeutic agent Paclitaxel at the single-cell and cell-population levels. Here, I 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. I further demonstrate that drug-tolerant cells contain specific expressed single nucleotide variants (RNA variants) residing in genes involved in microtubule organization and stabilization as well as cell adhesion and cell surface signaling. Unexpectedly, drug-tolerant cells rapidly reacquire Paclitaxel sensitivity, high cell-to-cell transcript variability, and a gene expression profile similar to that of the untreated cells within a few rounds of cell division. 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 cell population through generation of specific RNA variants, and the efficient reconversion of stress-tolerant cells back to normalcy.
机译:在对大多数细胞群致命的条件下,对压力的急性细胞反应会产生可逆的耐压力细胞亚群。应激耐受性归因于细胞群内基因表达的异质性,以确保少数细胞群的生存。我对转移性人类乳腺癌细胞MDA-MB-231进行了全转录组测序分析,该细胞在单细胞和细胞群体水平上都接受了紫杉醇的化疗。在这里,我证明了特定的转录程序是在未经处理,受压力和药物耐受的细胞组内制定的,同时在组内以及组间的单细胞之间产生了高度异质性。我进一步证明,药物耐受细胞含有特定表达的单核苷酸变异体(RNA变异体),这些变异体存在于微管组织和稳定以及细胞粘附和细胞表面信号传导相关基因中。出乎意料的是,药物耐受细胞在几轮细胞分裂后迅速重新获得了紫杉醇敏感性,高细胞间转录物变异性以及与未处理细胞相似的基因表达谱。因此,单细胞分析揭示了驱动细胞异质性的特定于细胞的RNA变体,通过产生特定RNA变体的少数细胞群体的存活以及耐胁迫的细胞有效地转化回正常状态方面的应激反应动态。 。

著录项

  • 作者

    Lee, Mei-Chong Wendy.;

  • 作者单位

    University of California, Santa Cruz.;

  • 授予单位 University of California, Santa Cruz.;
  • 学科 Biomedical engineering.;Bioinformatics.
  • 学位 Ph.D.
  • 年度 2014
  • 页码 132 p.
  • 总页数 132
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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