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在成人和儿童癌症中系统鉴定与转录和DNA甲基化改变相关的非编码体细胞单核苷酸变异体。

Systematic identification of non-coding somatic single nucleotide variants associated with altered transcription and DNA methylation in adult and pediatric cancers.

作者信息

Chen Fengju, Zhang Yiqun, Creighton Chad J

机构信息

Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA.

出版信息

NAR Cancer. 2021 Feb 1;3(1):zcab001. doi: 10.1093/narcan/zcab001. eCollection 2021 Mar.

Abstract

Whole-genome sequencing combined with transcriptomics can reveal impactful non-coding single nucleotide variants (SNVs) in cancer. Here, we developed an integrative analytical approach that, as a first step, identifies genes altered in expression or DNA methylation in association with nearby somatic SNVs, in contrast to alternative approaches that first identify mutational hotspots. Using genomic datasets from the Pan-Cancer Analysis of Whole Genomes (PCAWG) consortium and the Children's Brain Tumor Tissue Consortium (CBTTC), we identified hundreds of genes and associated CpG islands for which the nearby presence of a non-coding somatic SNV recurrently associated with altered expression or DNA methylation, respectively. Genomic regions upstream or downstream of genes, gene introns and gene untranslated regions were all involved. The PCAWG adult cancer cohort yielded different significant SNV-expression associations from the CBTTC pediatric brain tumor cohort. The SNV-expression associations involved a wide range of cancer types and histologies, as well as potential gain or loss of transcription factor binding sites. Notable genes with SNV-associated increased expression include , ,  and -involving multiple cancer types-, ,  and -involving lymphomas-and -involving pediatric low-grade gliomas. Non-coding somatic SNVs show a major role in shaping the cancer transcriptome, not limited to mutational hotspots.

摘要

全基因组测序与转录组学相结合可以揭示癌症中有影响的非编码单核苷酸变异(SNV)。在此,我们开发了一种综合分析方法,该方法作为第一步,与首先识别突变热点的替代方法不同,它能识别与附近体细胞SNV相关的表达或DNA甲基化改变的基因。利用来自全基因组泛癌分析(PCAWG)联盟和儿童脑肿瘤组织联盟(CBTTC)的基因组数据集,我们确定了数百个基因以及相关的CpG岛,其附近存在的非编码体细胞SNV分别与表达改变或DNA甲基化反复相关。基因的上游或下游基因组区域、基因内含子和基因非翻译区均有涉及。PCAWG成人癌症队列与CBTTC儿童脑肿瘤队列产生了不同的显著SNV-表达关联。SNV-表达关联涉及多种癌症类型和组织学,以及转录因子结合位点的潜在增减。与SNV相关的表达增加的显著基因包括 、 、 (涉及多种癌症类型)、 、 (涉及淋巴瘤)以及 (涉及儿童低级别胶质瘤)。非编码体细胞SNV在塑造癌症转录组中发挥着重要作用,而不仅限于突变热点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6c12/8210096/98e205247aae/zcab001fig1.jpg

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