Cross-cancer pleiotropic analysis identifies three novel genetic risk loci for colorectal cancer

被引:5
作者
Sun, Jing [1 ,2 ]
Wang, Lijuan [1 ,2 ,3 ]
Zhou, Xuan [1 ,2 ]
Hu, Lidan [4 ]
Yuan, Shuai [5 ]
Bian, Zilong [1 ,2 ]
Chen, Jie [1 ,2 ]
Zhu, Yingshuang [6 ]
Farrington, Susan M. [7 ]
Campbell, Harry [3 ]
Ding, Kefeng [6 ]
Zhang, Dongfeng [8 ]
Dunlop, Malcolm G. [7 ]
Theodoratou, Evropi [3 ,7 ]
Li, Xue [1 ,2 ,9 ]
机构
[1] Zhejiang Univ, Affiliated Hosp 2, Sch Med, Dept Big Data Hlth Sci,Sch Publ Hlth, Hangzhou 310058, Zhejiang, Peoples R China
[2] Zhejiang Univ, Affiliated Hosp 2, Ctr Clin Big Data & Analyt, Sch Med, Hangzhou 310058, Zhejiang, Peoples R China
[3] Univ Edinburgh, Usher Inst, Ctr Global Hlth, Edinburgh EH8 9AG, Scotland
[4] Zhejiang Univ, Childrens Hosp, Natl Clin Res Ctr Child Hlth, Sch Med, Hangzhou 310005, Peoples R China
[5] Karolinska Inst, Inst Environm Med, Unit Cardiovasc & Nutr Epidemiol, S-17177 Stockholm, Sweden
[6] Zhejiang Univ, Affiliated Hosp 2, Key Lab Canc Prevent & Intervent, Colorectal Surg & Oncol,Minist Educ,Sch Med, Hangzhou 310003, Peoples R China
[7] Univ Edinburgh, Med Res Council Inst Genet & Canc, Canc Res UK Edinburgh Ctr, Edinburgh EH4 2XU, Scotland
[8] Qingdao Univ, Dept Epidemiol & Hlth Stat, Sch Publ Hlth, Qingdao 266071, Peoples R China
[9] Key Lab Intelligent Prevent Med Zhejiang Prov, Hangzhou 310058, Zhejiang, Peoples R China
关键词
GENOME-WIDE ASSOCIATION; SUSCEPTIBILITY LOCI; VARIANTS; HERITABILITY; EXPRESSION; REGULATORS; LYMPHOMA; PROSTATE; REVEALS; TESTS;
D O I
10.1093/hmg/ddad044
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Background To understand the shared genetic basis between colorectal cancer (CRC) and other cancers and identify potential pleiotropic loci for compensating the missing genetic heritability of CRC. Methods We conducted a systematic genome-wide pleiotropy scan to appraise associations between cancer-related genetic variants and CRC risk among European populations. Single nucleotide polymorphism (SNP)-set analysis was performed using data from the UK Biobank and the Study of Colorectal Cancer in Scotland (10 039 CRC cases and 30 277 controls) to evaluate the overlapped genetic regions for susceptibility of CRC and other cancers. The variant-level pleiotropic associations between CRC and other cancers were examined by CRC genome-wide association study meta-analysis and the pleiotropic analysis under composite null hypothesis (PLACO) pleiotropy test. Gene-based, co-expression and pathway enrichment analyses were performed to explore potential shared biological pathways. The interaction between novel genetic variants and common environmental factors was further examined for their effects on CRC. Results Genome-wide pleiotropic analysis identified three novel SNPs (rs2230469, rs9277378 and rs143190905) and three mapped genes (PIP4K2A, HLA-DPB1 and RTEL1) to be associated with CRC. These genetic variants were significant expressions quantitative trait loci in colon tissue, influencing the expression of their mapped genes. Significant interactions of PIP4K2A and HLA-DPB1 with environmental factors, including smoking and alcohol drinking, were observed. All mapped genes and their co-expressed genes were significantly enriched in pathways involved in carcinogenesis. Conclusion Our findings provide an important insight into the shared genetic basis between CRC and other cancers. We revealed several novel CRC susceptibility loci to help understand the genetic architecture of CRC.
引用
收藏
页码:2093 / 2102
页数:10
相关论文
共 53 条
  • [1] Low serum vitamin D-status, air pollution and obesity: A dangerous liaison
    Barrea, Luigi
    Savastano, Silvia
    Di Somma, Carolina
    Savanelli, Maria Cristina
    Nappi, Francesca
    Albanese, Lidia
    Orio, Francesco
    Colao, Annamaria
    [J]. REVIEWS IN ENDOCRINE & METABOLIC DISORDERS, 2017, 18 (02) : 207 - 214
  • [2] ROLE OF MHC GENE-PRODUCTS IN IMMUNE REGULATION
    BENACERRAF, B
    [J]. SCIENCE, 1981, 212 (4500) : 1229 - 1238
  • [3] Telomeres, telomerase and colorectal cancer
    Bertorelle, Roberta
    Rampazzo, Enrica
    Pucciarelli, Salvatore
    Nitti, Donato
    De Rossi, Anita
    [J]. WORLD JOURNAL OF GASTROENTEROLOGY, 2014, 20 (08) : 1940 - 1950
  • [4] Human RTEL1 associates with Poldip3 to facilitate responses to replication stress and R-loop resolution
    Bjorkman, Andrea
    Johansen, Soren L.
    Lin, Lin
    Schertzer, Mike
    Kanellis, Dimitris C.
    Katsori, Anna-Maria
    Christensen, Soren T.
    Luo, Yonglun
    Andersen, Jens S.
    Elsasser, Simon J.
    Londono-Vallejo, Arturo
    Bartek, Jiri
    Schou, Kenneth B.
    [J]. GENES & DEVELOPMENT, 2020, 34 (15-16) : 1065 - 1074
  • [5] The NHGRI-EBI GWAS Catalog of published genome-wide association studies, targeted arrays and summary statistics 2019
    Buniello, Annalisa
    MacArthur, Jacqueline A. L.
    Cerezo, Maria
    Harris, Laura W.
    Hayhurst, James
    Malangone, Cinzia
    McMahon, Aoife
    Morales, Joannella
    Mountjoy, Edward
    Sollis, Elliot
    Suveges, Daniel
    Vrousgou, Olga
    Whetzel, Patricia L.
    Amode, Ridwan
    Guillen, Jose A.
    Riat, Harpreet S.
    Trevanion, Stephen J.
    Hall, Peggy
    Junkins, Heather
    Flicek, Paul
    Burdett, Tony
    Hindorff, Lucia A.
    Cunningham, Fiona
    Parkinson, Helen
    [J]. NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) : D1005 - D1012
  • [6] The UK Biobank resource with deep phenotyping and genomic data
    Bycroft, Clare
    Freeman, Colin
    Petkova, Desislava
    Band, Gavin
    Elliott, Lloyd T.
    Sharp, Kevin
    Motyer, Allan
    Vukcevic, Damjan
    Delaneau, Olivier
    O'Connell, Jared
    Cortes, Adrian
    Welsh, Samantha
    Young, Alan
    Effingham, Mark
    McVean, Gil
    Leslie, Stephen
    Allen, Naomi
    Donnelly, Peter
    Marchini, Jonathan
    [J]. NATURE, 2018, 562 (7726) : 203 - +
  • [7] Large-scale cross-cancer fine-mapping of the 5p15.33 region reveals multiple independent signals
    Chen, Hongjie
    Majumdar, Arunabha
    Wang, Lu
    Kar, Siddhartha
    Brown, Kevin M.
    Feng, Helian
    Turman, Constance
    Dennis, Joe
    Easton, Douglas
    Michailidou, Kyriaki
    Simard, Jacques
    Bishop, Timothy
    Cheng, Iona C.
    Huyghe, Jeroen R.
    Schmit, Stephanie L.
    O'Mara, Tracy A.
    Spurdle, Amanda B.
    Gharahkhani, Puya
    Schumacher, Johannes
    Jankowski, Janusz
    Gockel, Ines
    Bondy, Melissa L.
    Houlston, Richard S.
    Jenkins, Robert B.
    Melin, Beatrice
    Lesseur, Corina
    Ness, Andy R.
    Diergaarde, Brenda
    Olshan, Andrew F.
    Amos, Christopher, I
    Christiani, David C.
    Landi, Maria T.
    McKay, James D.
    Brossard, Myriam
    Iles, Mark M.
    Law, Matthew H.
    MacGregor, Stuart
    Beesley, Jonathan
    Jones, Michelle R.
    Tyrer, Jonathan
    Winham, Stacey J.
    Klein, Alison P.
    Petersen, Gloria
    Li, Donghui
    Wolpin, Brian M.
    Eeles, Rosalind A.
    Haiman, Christopher A.
    Kote-Jarai, Zsofia
    Schumacher, Fredrick R.
    Brennan, Paul
    [J]. HUMAN GENETICS AND GENOMICS ADVANCES, 2021, 2 (03):
  • [8] Pleiotropic effects of genetic risk variants for other cancers on colorectal cancer risk: PAGE, GECCO and CCFR consortia
    Cheng, Iona
    Kocarnik, Jonathan M.
    Dumitrescu, Logan
    Lindor, Noralane M.
    Chang-Claude, Jenny
    Avery, Christy L.
    Caberto, Christian P.
    Love, Shelly-Ann
    Slattery, Martha L.
    Chan, Andrew T.
    Baron, John A.
    Hindorff, Lucia A.
    Park, Sungshim Lani
    Schumacher, Fredrick R.
    Hoffmeister, Michael
    Kraft, Peter
    Butler, Anne M.
    Duggan, David J.
    Hou, Lifang
    Carlson, Chris S.
    Monroe, Kristine R.
    Lin, Yi
    Carty, Cara L.
    Mann, Sue
    Ma, Jing
    Giovannucci, Edward L.
    Fuchs, Charles S.
    Newcomb, Polly A.
    Jenkins, Mark A.
    Hopper, John L.
    Haile, Robert W.
    Conti, David V.
    Campbell, Peter T.
    Potter, John D.
    Caan, Bette J.
    Schoen, Robert E.
    Hayes, Richard B.
    Chanock, Stephen J.
    Berndt, Sonja I.
    Kuery, Sebastien
    Bezieau, Stephane
    Ambite, Jose Luis
    Kumaraguruparan, Gowri
    Richardson, Danielle M.
    Goodloe, Robert J.
    Dilks, Holli H.
    Baker, Paxton
    Zanke, Brent W.
    Lemire, Mathieu
    Gallinger, Steven
    [J]. GUT, 2014, 63 (05) : 800 - 807
  • [9] Meta-analysis identifies four new loci associated with testicular germ cell tumor
    Chung, Charles C.
    Kanetsky, Peter A.
    Wang, Zhaoming
    Hildebrandt, Michelle A. T.
    Koster, Roelof
    Skotheim, Rolf I.
    Kratz, Christian P.
    Turnbull, Clare
    Cortessis, Victoria K.
    Bakken, Anne C.
    Bishop, D. Timothy
    Cook, Michael B.
    Erickson, R. Loren
    Fossa, Sophie D.
    Jacobs, Kevin B.
    Korde, Larissa A.
    Kraggerud, Sigrid M.
    Lothe, Ragnhild A.
    Loud, Jennifer T.
    Rahman, Nazneen
    Skinner, Eila C.
    Thomas, Duncan C.
    Wu, Xifeng
    Yeager, Meredith
    Schumacher, Fredrick R.
    Greene, Mark H.
    Schwartz, Stephen M.
    McGlynn, Katherine A.
    Chanock, Stephen J.
    Nathanson, Katherine L.
    [J]. NATURE GENETICS, 2013, 45 (06) : 680 - +
  • [10] MAGMA: Generalized Gene-Set Analysis of GWAS Data
    de Leeuw, Christiaan A.
    Mooij, Joris M.
    Heskes, Tom
    Posthuma, Danielle
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2015, 11 (04)