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

被引:5
|
作者
Chen, Hui [1 ]
Wang, Zeyang [1 ]
Gong, Lihai [1 ]
Wang, Qixuan [1 ]
Chen, Wenyan [1 ]
Wang, Jia [2 ]
Ma, Xuelian [1 ]
Ding, Ruofan [1 ]
Li, Xing [1 ]
Zou, Xudong [1 ]
Plass, Mireya [3 ,4 ,5 ]
Lian, Cheng [6 ]
Ni, Ting [7 ,8 ]
Wei, Gong-Hong [6 ,9 ,10 ]
Li, Wei [11 ]
Deng, Lin [2 ]
Li, Lei [1 ]
机构
[1] Shenzhen Bay Lab, Inst Syst & Phys Biol, Shenzhen 518055, Peoples R China
[2] Shenzhen Bay Lab, Inst Mol Physiol, Shenzhen 518055, Peoples R China
[3] Bellvitge Inst Biomed Res IDIBELL, Regenerat Med Program, Gene Regulat Cell Ident Grp, Lhospitalet De Llobregat 08908, Barcelona, Spain
[4] P CMR C, Program Adv Clin Translat Regenerat Med Catalonia, Lhospitalet De Llobregat 08908, Barcelona, Spain
[5] Ctr Networked Biomed Res Bioengn Biomat & Nanomed, Madrid 28029, Spain
[6] Fudan Univ, Shanghai Med Coll, Sch Basic Med Sci, Dept Biochem & Mol Biol, Shanghai 200032, Peoples R China
[7] Fudan Univ, Collaborat Innovat Ctr Genet & Dev, Sch Life Sci, State Key Lab Genet Engn, Shanghai 200438, Peoples R China
[8] Fudan Univ, Huashan Hosp, Shanghai 200438, Peoples R China
[9] Univ Oulu, Fac Biochem & Mol Med, Dis Networks Res Unit, Oulu 90410, Finland
[10] Univ Oulu, Bioctr Oulu, Oulu 90410, Finland
[11] Univ Calif Irvine, Sch Med, Dept Biol Chem, Div Computat Biomed, Irvine, CA 92697 USA
基金
中国国家自然科学基金;
关键词
LD SCORE REGRESSION; COMPREHENSIVE CHARACTERIZATION; LARGE-SCALE; GENOME; VARIANTS; IDENTIFICATION; HERITABILITY; EXPRESSION; INSIGHTS; DATABASE;
D O I
10.1038/s41467-024-46064-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] A distinct class of pan-cancer susceptibility genes revealed by an alternative polyadenylation transcriptome-wide association study
    Hui Chen
    Zeyang Wang
    Lihai Gong
    Qixuan Wang
    Wenyan Chen
    Jia Wang
    Xuelian Ma
    Ruofan Ding
    Xing Li
    Xudong Zou
    Mireya Plass
    Cheng Lian
    Ting Ni
    Gong-Hong Wei
    Wei Li
    Lin Deng
    Lei Li
    Nature Communications, 15
  • [2] Enhancer RNA Transcriptome-Wide Association Study Reveals a Distinctive Class of Pan-Cancer Susceptibility eRNAs
    Chen, Wenyan
    Wang, Zeyang
    Wang, Yinuo
    Lin, Jianxiang
    Chen, Shuxin
    Chen, Hui
    Ma, Xuelian
    Zou, Xudong
    Li, Xing
    Qin, Yangmei
    Xiong, Kewei
    Ma, Xixian
    Liao, Qi
    Qiao, Yunbo
    Li, Lei
    ADVANCED SCIENCE, 2025,
  • [3] Alternative polyadenylation transcriptome-wide association study identifies APA-linked susceptibility genes in brain disorders
    Cui, Ya
    Arnold, Frederick J.
    Peng, Fanglue
    Wang, Dan
    Li, Jason Sheng
    Michels, Sebastian
    Wagner, Eric J.
    La Spada, Albert R.
    Li, Wei
    NATURE COMMUNICATIONS, 2023, 14 (01)
  • [4] Alternative polyadenylation transcriptome-wide association study identifies APA-linked susceptibility genes in brain disorders
    Ya Cui
    Frederick J. Arnold
    Fanglue Peng
    Dan Wang
    Jason Sheng Li
    Sebastian Michels
    Eric J. Wagner
    Albert R. La Spada
    Wei Li
    Nature Communications, 14
  • [5] A Transcriptome-Wide Association Study Identifies Candidate Susceptibility Genes for Pancreatic Cancer Risk
    Liu, Duo
    Zhou, Dan
    Sun, Yanfa
    Zhu, Jingjing
    Ghoneim, Dalia
    Wu, Chong
    Yao, Qizhi
    Gamazon, Eric R.
    Cox, Nancy J.
    Wu, Lang
    CANCER RESEARCH, 2020, 80 (20) : 4346 - 4354
  • [6] A Transcriptome-Wide Association Study Identifies Novel Candidate Susceptibility Genes for Pancreatic Cancer
    Zhong, Jun
    Jermusyk, Ashley
    Wu, Lang
    Hoskins, Jason W.
    Collins, Irene
    Mocci, Evelina
    Zhang, Mingfeng
    Song, Lei
    Chung, Charles C.
    Zhang, Tongwu
    Xiao, Wenming
    Albanes, Demetrius
    Andreotti, Gabriella
    Arslan, Alan A.
    Babic, Ana
    Bamlet, William R.
    Beane-Freeman, Laura
    Berndt, Sonja
    Borgida, Ayelet
    Bracci, Paige M.
    Brais, Lauren
    Brennan, Paul
    Bueno-de-Mesquita, Bas
    Buring, Julie
    Canzian, Federico
    Childs, Erica J.
    Cotterchio, Michelle
    Du, Mengmeng
    Duell, Eric J.
    Fuchs, Charles
    Gallinger, Steven
    Gaziano, J. Michael
    Giles, Graham G.
    Giovannucci, Edward
    Goggins, Michael
    Goodman, Gary E.
    Goodman, Phyllis J.
    Haiman, Christopher
    Hartge, Patricia
    Hasan, Manal
    Helzlsouer, Kathy J.
    Holly, Elizabeth A.
    Klein, Eric A.
    Kogevinas, Manolis
    Kurtz, Robert J.
    LeMarchand, Loic
    Malats, Nuria
    Mannisto, Satu
    Milne, Roger
    Neale, Rachel E.
    JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2020, 112 (10): : 1003 - 1012
  • [7] Transcriptome-wide association study identifies susceptibility loci and genes for lung cancer risk
    Zhao, Tianying
    Shi, Jiajun
    Yang, Yaohua
    Ping, Jie
    Shu, Xiao Ou
    Zheng, Wei
    Long, Jirong
    Cai, Qiuyin
    CANCER RESEARCH, 2023, 83 (08)
  • [8] Transcriptome-wide association study identifies susceptibility genes for rheumatoid arthritis
    Cuiyan Wu
    Sijian Tan
    Li Liu
    Shiqiang Cheng
    Peilin Li
    Wenyu Li
    Huan Liu
    Feng’e Zhang
    Sen Wang
    Yujie Ning
    Yan Wen
    Feng Zhang
    Arthritis Research & Therapy, 23
  • [9] Identifying susceptibility genes for essential hypertension by transcriptome-wide association study
    Huang, Lu-jie
    Zhang, Qiao-xia
    Valenzuela, Robert K.
    Xu, Jia-chen
    Yan, Fang
    Ma, Jie
    BIOCHEMISTRY AND BIOPHYSICS REPORTS, 2022, 32
  • [10] Transcriptome-wide association study identifies susceptibility genes for rheumatoid arthritis
    Wu, Cuiyan
    Tan, Sijian
    Liu, Li
    Cheng, Shiqiang
    Li, Peilin
    Li, Wenyu
    Liu, Huan
    Zhang, Feng'e
    Wang, Sen
    Ning, Yujie
    Wen, Yan
    Zhang, Feng
    ARTHRITIS RESEARCH & THERAPY, 2021, 23 (01)