Pediatric Translational Medicine Institute, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA.
Nat Genet. 2020 Aug;52(8):811-818. doi: 10.1038/s41588-020-0659-5. Epub 2020 Jul 6.
We developed cis-X, a computational method for discovering regulatory noncoding variants in cancer by integrating whole-genome and transcriptome sequencing data from a single cancer sample. cis-X first finds aberrantly cis-activated genes that exhibit allele-specific expression accompanied by an elevated outlier expression. It then searches for causal noncoding variants that may introduce aberrant transcription factor binding motifs or enhancer hijacking by structural variations. Analysis of 13 T-lineage acute lymphoblastic leukemias identified a recurrent intronic variant predicted to cis-activate the TAL1 oncogene, a finding validated in vivo by chromatin immunoprecipitation sequencing of a patient-derived xenograft. Candidate oncogenes include the prolactin receptor PRLR activated by a focal deletion that removes a CTCF-insulated neighborhood boundary. cis-X may be applied to pediatric and adult solid tumors that are aneuploid and heterogeneous. In contrast to existing approaches, which require large sample cohorts, cis-X enables the discovery of regulatory noncoding variants in individual cancer genomes.
我们开发了 cis-X,这是一种通过整合单个癌症样本的全基因组和转录组测序数据来发现癌症调控性非编码变异的计算方法。cis-X 首先找到表现出等位基因特异性表达并伴有异常表达的异常顺式激活基因。然后,它会搜索可能引入异常转录因子结合基序或通过结构变异劫持增强子的因果非编码变体。对 13 例 T 系急性淋巴细胞白血病的分析确定了一个预测可顺式激活 TAL1 癌基因的内含子变异,这一发现通过对患者来源的异种移植物进行染色质免疫沉淀测序得到了体内验证。候选癌基因包括由焦点缺失激活的催乳素受体 PRLR,该缺失消除了 CTCF 隔离的邻近边界。cis-X 可应用于存在非整倍体和异质性的儿科和成人实体瘤。与需要大样本队列的现有方法相比,cis-X 能够在单个癌症基因组中发现调控性非编码变异。