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全面的功能注释易感性变异体确定肺腺癌和鳞状细胞癌之间的遗传异质性。

Comprehensive functional annotation of susceptibility variants identifies genetic heterogeneity between lung adenocarcinoma and squamous cell carcinoma.

机构信息

Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, China.

State Key Laboratory of Reproductive Medicine, Center for Global Health, Nanjing Medical University, Nanjing, 211166, China.

出版信息

Front Med. 2021 Apr;15(2):275-291. doi: 10.1007/s11684-020-0779-4. Epub 2020 Sep 5.

Abstract

Although genome-wide association studies have identified more than eighty genetic variants associated with non-small cell lung cancer (NSCLC) risk, biological mechanisms of these variants remain largely unknown. By integrating a large-scale genotype data of 15 581 lung adenocarcinoma (AD) cases, 8350 squamous cell carcinoma (SqCC) cases, and 27 355 controls, as well as multiple transcriptome and epigenomic databases, we conducted histology-specific meta-analyses and functional annotations of both reported and novel susceptibility variants. We identified 3064 credible risk variants for NSCLC, which were overrepresented in enhancer-like and promoter-like histone modification peaks as well as DNase I hypersensitive sites. Transcription factor enrichment analysis revealed that USF1 was AD-specific while CREB1 was SqCC-specific. Functional annotation and gene-based analysis implicated 894 target genes, including 274 specifics for AD and 123 for SqCC, which were overrepresented in somatic driver genes (ER = 1.95, P = 0.005). Pathway enrichment analysis and Gene-Set Enrichment Analysis revealed that AD genes were primarily involved in immune-related pathways, while SqCC genes were homologous recombination deficiency related. Our results illustrate the molecular basis of both well-studied and new susceptibility loci of NSCLC, providing not only novel insights into the genetic heterogeneity between AD and SqCC but also a set of plausible gene targets for post-GWAS functional experiments.

摘要

尽管全基因组关联研究已经确定了 80 多种与非小细胞肺癌 (NSCLC) 风险相关的遗传变异,但这些变异的生物学机制在很大程度上仍然未知。通过整合 15581 例肺腺癌 (AD)、8350 例鳞状细胞癌 (SqCC) 和 27355 例对照的大规模基因型数据,以及多个转录组和表观基因组数据库,我们对已报道和新的易感性变异进行了组织特异性荟萃分析和功能注释。我们确定了 3064 个 NSCLC 的可信风险变异,这些变异在增强子样和启动子样组蛋白修饰峰以及 DNase I 超敏位点中过度表达。转录因子富集分析显示,USF1 是 AD 特异性的,而 CREB1 是 SqCC 特异性的。功能注释和基于基因的分析表明了 894 个靶基因,包括 274 个 AD 特异性和 123 个 SqCC 特异性,这些基因在体细胞驱动基因中过度表达 (ER = 1.95,P = 0.005)。通路富集分析和基因集富集分析显示,AD 基因主要参与免疫相关通路,而 SqCC 基因与同源重组缺陷相关。我们的研究结果说明了 NSCLC 中既有研究充分的也有新的易感性位点的分子基础,不仅为 AD 和 SqCC 之间的遗传异质性提供了新的见解,还为 GWAS 后功能实验提供了一组合理的基因靶标。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7274/8374896/3e5af3877325/nihms-1731864-f0001.jpg

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