Alternative polyadenylation quantitative trait methylation mapping in human cancers provides clues into the molecular mechanisms of APA

被引:0
|
作者
Li, Yige [1 ,2 ,3 ]
Gong, Jingwen [1 ,2 ,3 ,4 ]
Sun, Qingrong [3 ,4 ,5 ,6 ]
Vong, Eu Gene [3 ,7 ,8 ]
Cheng, Xiaoqing [9 ]
Wang, Binghong [10 ]
Yuan, Ying [11 ,12 ]
Jin, Li [13 ,14 ]
Gamazon, Eric R. [15 ,16 ,17 ]
Zhou, Dan [17 ,18 ,19 ]
Lai, Maode [3 ,4 ,20 ]
Zhang, Dandan [1 ,2 ,3 ,4 ,20 ]
机构
[1] Zhejiang Univ, Affiliated Hosp 2, Dept Pathol, Sch Med, Hangzhou, Zhejiang, Peoples R China
[2] Zhejiang Univ, Affiliated Hosp 2, Sch Med, Dept Med Oncol, Hangzhou, Zhejiang, Peoples R China
[3] Zhejiang Univ, Sch Med, Dept Pathol, Key Lab Dis Prote Zhejiang Prov, Hangzhou, Zhejiang, Peoples R China
[4] Alibaba Zhejiang Univ, Joint Res Ctr Future Digital Healthcare, Hangzhou, Zhejiang, Peoples R China
[5] Zhejiang Univ, Med Ctr, Liangzhu Lab, 1369 West Wenyi Rd, Hangzhou, Zhejiang, Peoples R China
[6] Zhejiang Shuren Univ, Coll Informat Sci & Technol, Hangzhou 310015, Zhejiang, Peoples R China
[7] Zhejiang Univ, Sch Med, Dept Biochem & Genet, Hangzhou 310003, Zhejiang, Peoples R China
[8] Zhejiang Univ, Sch Med, Affiliated Hosp 2, Hangzhou, Zhejiang, Peoples R China
[9] Zhejiang Univ, Dept Pathol, Sir Run Run Shaw Hosp, Sch Med, Hangzhou, Zhejiang, Peoples R China
[10] Zhejiang Univ, Sir Run Run Shaw Hosp, Sch Med, Hangzhou, Zhejiang, Peoples R China
[11] Zhejiang Univ, Sch Med, Affiliated Hosp 2, Dept Med Oncol, Hangzhou, Zhejiang, Peoples R China
[12] Zhejiang Univ, Affiliated Hosp 2, Canc Inst Key Lab Canc Prevent & Intervent, Chinese Natl Minist Educ,Sch Med, Hangzhou, Zhejiang, Peoples R China
[13] Fudan Univ, Human Phenome Inst, Zhangjiang Fudan Int Innovat Ctr, Sch Life Sci,State Key Lab Genet Engn, Shanghai, Peoples R China
[14] Chinese Acad Med Sci, Res Unit Dissecting Populat Genet & Developing New, Shanghai, Peoples R China
[15] Vanderbilt Univ, Med Ctr, Dept Med, Div Genet Med, Nashville, TN USA
[16] Vanderbilt Univ, Med Ctr, Data Sci Inst, Nashville, TN USA
[17] Vanderbilt Univ, Med Ctr, Vanderbilt Genet Inst, Nashville, TN USA
[18] Zhejiang Univ, Sch Publ Hlth, Sch Med, Hangzhou, Peoples R China
[19] Zhejiang Univ, Affiliated Hosp 2, Sch Med, Hangzhou, Peoples R China
[20] Zhejiang Univ, Chinese Acad Med Sci 2019RU042, Res Unit Intelligence Classificat Tumor Pathol & P, Dept Pathol,Sch Med,Key Lab Dis Prote Zhejiang Pro, Hangzhou, Zhejiang, Peoples R China
关键词
DNA METHYLATION; GENE-EXPRESSION; KEY REGULATOR; CLEAVAGE; TRANSCRIPTION; LANDSCAPE; KINASE; BREAST; SCREEN; ATLAS;
D O I
10.1016/j.ajhg.2024.01.010
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Genetic variants are involved in the orchestration of alternative polyadenylation (APA) events, while the role of DNA methylation in regulating APA remains unclear. We generated a comprehensive atlas of APA quantitative trait methylation sites (apaQTMs) across 21 different types of cancer (1,612 to 60,219 acting in cis and 4,448 to 142,349 in trans ). Potential causal apaQTMs in non -cancer samples were also identified. Mechanistically, we observed a strong enrichment of cis -apaQTMs near polyadenylation sites (PASs) and both cisand trans -apaQTMs in proximity to transcription factor (TF) binding regions. Through the integration of ChIP-signals and RNA-seq data from cell lines, we have identified several regulators of APA events, acting either directly or indirectly, implicating novel functions of some important genes, such as TCF7L2 , which is known for its involvement in type 2 diabetes and cancers. Furthermore, we have identified a vast number of QTMs that share the same putative causal CpG sites with five different cancer types, underscoring the roles of QTMs, including apaQTMs, in the process of tumorigenesis. DNA methylation is extensively involved in the regulation of APA events in human cancers. In an attempt to elucidate the potential underlying molecular mechanisms of APA by DNA methylation, our study paves the way for subsequent experimental validations into the intricate biological functions of DNA methylation in APA regulation and the pathogenesis of human cancers. To present a comprehensive catalog of apaQTM patterns, we introduce the Pancan-apaQTM database, available at https://pancan-apaqtm-zju.shinyapps.io/pancanaQTM/.
引用
收藏
页码:562 / 583
页数:23
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