Enrichment of colorectal cancer associations in functional regions: Insight for using epigenomics data in the analysis of whole genome sequence-imputed GWAS data

被引:7
作者
Bien, Stephanie A. [1 ]
Auer, Paul L. [2 ]
Harrison, Tabitha A. [1 ]
Qu, Conghui [1 ]
Connolly, Charles M. [1 ]
Greenside, Peyton G. [3 ]
Chen, Sai [4 ]
Berndt, Sonja I. [5 ]
Bezieau, Stephane [6 ]
Kang, Hyun M.
Huyghe, Jeroen [1 ]
Brenner, Hermann [7 ,8 ,9 ,10 ]
Casey, Graham [11 ]
Chan, Andrew T. [12 ,13 ,14 ]
Hopper, John L. [15 ]
Banbury, Barbara L. [1 ]
Chang-Claude, Jenny [16 ,17 ]
Chanock, Stephen J. [5 ]
Haile, Robert W. [18 ]
Hoffmeister, Michael
Fuchsberger, Christian
Jenkins, Mark A. [15 ]
Leal, Suzanne M. [19 ]
Lemire, Mathieu [20 ]
Newcomb, Polly A. [1 ]
Gallinger, Steven [21 ]
Potter, John D. [1 ]
Schoen, Robert E. [22 ]
Slattery, Martha L. [23 ]
Smith, Joshua D. [24 ]
Le Marchand, Loic [25 ]
White, Emily [1 ,26 ]
Zanke, Brent W. [27 ,28 ]
Abecasis, Goncalo R. [4 ]
Carlson, Christopher S. [1 ,26 ]
Peters, Ulrike [1 ]
Nickerson, Deborah A. [24 ]
Kundaje, Anshul [29 ]
Hsu, Li [1 ,30 ]
机构
[1] Fred Hutchinson Canc Res Ctr, Div Publ Hlth Sci, 1124 Columbia St, Seattle, WA 98104 USA
[2] Univ Wisconsin Milwaukee, Joseph J Zilber Sch Publ Hlth, Milwaukee, WI USA
[3] Stanford Univ, Biomed Informat Program, Stanford, CA 94305 USA
[4] Univ Michigan, Dept Biostat, Ann Arbor, MI 48109 USA
[5] NIH, Div Canc Epidemiol & Genet, Natl Canc Inst, Bldg 10, Bethesda, MD 20892 USA
[6] Ctr Hosp Univ Nantes, Serv Genet Med, Nantes, France
[7] German Canc Res Ctr, Div Clin Epidemiol & Aging Res, Heidelberg, Germany
[8] German Canc Res Ctr, Div Prevent Oncol, Heidelberg, Germany
[9] Natl Ctr Tumor Dis NCT, Heidelberg, Germany
[10] German Canc Res Ctr, German Canc Consortium DKTK, Heidelberg, Germany
[11] Univ Virginia, Sch Med, Dept Publ Hlth Sci, Ctr Publ Hlth Gen, Charlottesville, VA 22908 USA
[12] Massachusetts Gen Hosp, Div Gastroenterol, Boston, MA 02114 USA
[13] Harvard Med Sch, Boston, MA USA
[14] Brigham & Womens Hosp, Channing Div Network Med, 75 Francis St, Boston, MA 02115 USA
[15] Univ Melbourne, Melbourne Sch Populat Hlth, Ctr Epidemiol & Biostat, Melbourne, Vic, Australia
[16] German Canc Res Ctr, Div Canc Epidemiol C020, Heidelberg, Germany
[17] Univ Canc Ctr Hamburg, Univ Med Ctr Hamburg Eppendorf, Hamburg, Germany
[18] Stanford Sch Med, Div Med Oncol, Stanford, CA USA
[19] Baylor Coll Med, Dept Mol & Human Genet, Ctr Stat Genet, Houston, TX 77030 USA
[20] MaRS Ctr, Ontario Inst Canc Res, Toronto, ON, Canada
[21] Canc Care Ontario, Prevent & Canc Control, Toronto, ON, Canada
[22] Univ Pittsburgh, Med Ctr, Dept Med & Epidemiol, Pittsburgh, PA USA
[23] Univ Utah, Hlth Sci Ctr, Dept Internal Med, Salt Lake City, UT USA
[24] Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA
[25] Univ Hawaii, Ctr Canc, Honolulu, HI 96822 USA
[26] Univ Washington, Dept Epidemiol, Seattle, WA 98195 USA
[27] Univ Ottawa, Div Hematol, Ottawa, ON, Canada
[28] Res Inst, Ottawa Hosp, Clin Epidemiol Program, Ottawa, ON, Canada
[29] Stanford Univ, Dept Genet, Stanford, CA 94305 USA
[30] Univ Washington, Dept Biostat, Seattle, WA 98195 USA
基金
美国国家卫生研究院; 加拿大健康研究院;
关键词
AFRICAN-AMERICANS; CODING VARIANTS; COMMON; RARE; IMPUTATION; LOCI;
D O I
10.1371/journal.pone.0186518
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
Background The evaluation of less frequent genetic variants and their effect on complex disease pose new challenges for genomic research. To investigate whether epigenetic data can be used to inform aggregate rare-variant association methods (RVAM), we assessed whether variants more significantly associated with colorectal cancer (CRC) were preferentially located in non-coding regulatory regions, and whether enrichment was specific to colorectal tissues. Methods Active regulatory elements (ARE) were mapped using data from 127 tissues and cell-types from NIH Roadmap Epigenomics and Encyclopedia of DNA Elements (ENCODE) projects. We investigated whether CRC association p-values were more significant for common variants inside versus outside AREs, or 2) inside colorectal (CR) AREs versus AREs of other tissues and cell-types. We employed an integrative epigenomic RVAM for variants with allele frequency <1%. Gene sets were defined as ARE variants within 200 kilobases of a transcription start site (TSS) using either CR ARE or ARE from non-digestive tissues. CRC-set association p-values were used to evaluate enrichment of less frequent variant associations in CR ARE versus non-digestive ARE. Results ARE from 126/127 tissues and cell-types were significantly enriched for stronger CRC-variant associations. Strongest enrichment was observed for digestive tissues and immune cell types. CR-specific ARE were also enriched for stronger CRC-variant associations compared to ARE combined across non-digestive tissues (p-value = 9.6 x 10(-4)). Additionally, we found enrichment of stronger CRC association p-values for rare variant sets of CR ARE compared to non-digestive ARE (p-value = 0.029). Conclusions Integrative epigenomic RVAM may enable discovery of less frequent variants associated with CRC, and ARE of digestive and immune tissues are most informative. Although distance-based aggregation of less frequent variants in CR ARE surrounding TSS showed modest enrichment, future association studies would likely benefit from joint analysis of transcriptomes and epigenomes to better link regulatory variation with target genes.
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页数:16
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