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通过对可变多聚腺苷酸化转录组进行全基因组关联研究揭示了一类独特的泛癌易感性基因。

A distinct class of pan-cancer susceptibility genes revealed by an alternative polyadenylation transcriptome-wide association study.

机构信息

Institute of Systems and Physical Biology, Shenzhen Bay Laboratory, Shenzhen, 518055, China.

Institute of Molecular Physiology, Shenzhen Bay Laboratory, Shenzhen, 518055, China.

出版信息

Nat Commun. 2024 Feb 26;15(1):1729. doi: 10.1038/s41467-024-46064-7.

Abstract

Alternative polyadenylation plays an important role in cancer initiation and progression; however, current transcriptome-wide association studies mostly ignore alternative polyadenylation when identifying putative cancer susceptibility genes. Here, we perform a pan-cancer 3' untranslated region alternative polyadenylation transcriptome-wide association analysis by integrating 55 well-powered (n > 50,000) genome-wide association studies datasets across 22 major cancer types with alternative polyadenylation quantification from 23,955 RNA sequencing samples across 7,574 individuals. We find that genetic variants associated with alternative polyadenylation are co-localized with 28.57% of cancer loci and contribute a significant portion of cancer heritability. We further identify 642 significant cancer susceptibility genes predicted to modulate cancer risk via alternative polyadenylation, 62.46% of which have been overlooked by traditional expression- and splicing- studies. As proof of principle validation, we show that alternative alleles facilitate 3' untranslated region lengthening of CRLS1 gene leading to increased protein abundance and promoted proliferation of breast cancer cells. Together, our study highlights the significant role of alternative polyadenylation in discovering new cancer susceptibility genes and provides a strong foundational framework for enhancing our understanding of the etiology underlying human cancers.

摘要

可变多聚腺苷酸化在癌症的发生和发展中起着重要作用;然而,目前的全转录组关联研究在鉴定潜在的癌症易感基因时大多忽略了可变多聚腺苷酸化。在这里,我们通过整合 55 个具有较大样本量(n > 50,000)的全基因组关联研究数据集,对 22 种主要癌症类型进行了泛癌症 3' 非翻译区可变多聚腺苷酸化转录组全关联分析,并对来自 7574 个人的 23955 个 RNA 测序样本进行了可变多聚腺苷酸化定量分析。我们发现,与可变多聚腺苷酸化相关的遗传变异与 28.57%的癌症位点共定位,并对癌症遗传率有显著贡献。我们进一步鉴定了 642 个具有显著癌症易感性的基因,这些基因通过可变多聚腺苷酸化调节癌症风险,其中 62.46%是传统的表达和剪接研究所忽略的。作为原理验证,我们表明,等位基因的替代使 CRLS1 基因的 3'非翻译区变长,导致蛋白丰度增加,并促进了乳腺癌细胞的增殖。总之,我们的研究强调了可变多聚腺苷酸化在发现新的癌症易感基因方面的重要作用,并为增强我们对人类癌症病因的理解提供了一个强大的基础框架。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1017/10897204/91d90a74efe2/41467_2024_46064_Fig1_HTML.jpg

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