Department of Biochemistry & Biophysics, University of California, San Francisco, San Francisco, CA, USA; Department of Urology, University of California, San Francisco, San Francisco, CA, USA; Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA; Arc Institute, Palo Alto, CA 94305, USA.
Department of Biochemistry & Biophysics, University of California, San Francisco, San Francisco, CA, USA; Department of Urology, University of California, San Francisco, San Francisco, CA, USA; Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA.
Cell Rep. 2024 Sep 24;43(9):114764. doi: 10.1016/j.celrep.2024.114764. Epub 2024 Sep 13.
Large-scale sequencing efforts have been undertaken to understand the mutational landscape of the coding genome. However, the vast majority of variants occur within non-coding genomic regions. We designed an integrative computational and experimental framework to identify recurrently mutated non-coding regulatory regions that drive tumor progression. Applying this framework to sequencing data from a large prostate cancer patient cohort revealed a large set of candidate drivers. We used (1) in silico analyses, (2) massively parallel reporter assays, and (3) in vivo CRISPR interference screens to systematically validate metastatic castration-resistant prostate cancer (mCRPC) drivers. One identified enhancer region, GH22I030351, acts on a bidirectional promoter to simultaneously modulate expression of the U2-associated splicing factor SF3A1 and chromosomal protein CCDC157. SF3A1 and CCDC157 promote tumor growth in vivo. We nominated a number of transcription factors, notably SOX6, to regulate expression of SF3A1 and CCDC157. Our integrative approach enables the systematic detection of non-coding regulatory regions that drive human cancers.
大规模测序工作已经开展,以了解编码基因组的突变景观。然而,绝大多数变体发生在非编码基因组区域内。我们设计了一种整合的计算和实验框架,以识别驱动肿瘤进展的反复突变的非编码调控区域。将该框架应用于来自大型前列腺癌患者队列的测序数据,揭示了一大组候选驱动因素。我们使用 (1) 计算机分析、(2) 大规模平行报告基因测定、和 (3) 体内 CRISPR 干扰筛选,系统地验证转移性去势抵抗性前列腺癌 (mCRPC) 驱动因素。一个鉴定的增强子区域 GH22I030351,作用于双向启动子,同时调节 U2 相关剪接因子 SF3A1 和染色体蛋白 CCDC157 的表达。SF3A1 和 CCDC157 促进体内肿瘤生长。我们提名了一些转录因子,特别是 SOX6,来调节 SF3A1 和 CCDC157 的表达。我们的综合方法能够系统地检测驱动人类癌症的非编码调控区域。