Literature DB >> 26162851

Integration of multiethnic fine-mapping and genomic annotation to prioritize candidate functional SNPs at prostate cancer susceptibility regions.

Ying Han1, Dennis J Hazelett1, Fredrik Wiklund2, Fredrick R Schumacher3, Daniel O Stram3, Sonja I Berndt4, Zhaoming Wang5, Kristin A Rand1, Robert N Hoover4, Mitchell J Machiela4, Merideth Yeager6, Laurie Burdette5, Charles C Chung4, Amy Hutchinson5, Kai Yu4, Jianfeng Xu7, Ruth C Travis8, Timothy J Key8, Afshan Siddiq9, Federico Canzian10, Atsushi Takahashi11, Michiaki Kubo12, Janet L Stanford13, Suzanne Kolb14, Susan M Gapstur15, W Ryan Diver15, Victoria L Stevens15, Sara S Strom16, Curtis A Pettaway17, Ali Amin Al Olama18, Zsofia Kote-Jarai19, Rosalind A Eeles20, Edward D Yeboah21, Yao Tettey21, Richard B Biritwum21, Andrew A Adjei21, Evelyn Tay21, Ann Truelove22, Shelley Niwa22, Anand P Chokkalingam23, William B Isaacs24, Constance Chen25, Sara Lindstrom25, Loic Le Marchand26, Edward L Giovannucci27, Mark Pomerantz28, Henry Long29, Fugen Li29, Jing Ma30, Meir Stampfer27, Esther M John31, Sue A Ingles3, Rick A Kittles32, Adam B Murphy33, William J Blot34, Lisa B Signorello16, Wei Zheng35, Demetrius Albanes4, Jarmo Virtamo36, Stephanie Weinstein4, Barbara Nemesure37, John Carpten38, M Cristina Leske37, Suh-Yuh Wu37, Anselm J M Hennis39, Benjamin A Rybicki40, Christine Neslund-Dudas40, Ann W Hsing31, Lisa Chu31, Phyllis J Goodman41, Eric A Klein42, S Lilly Zheng43, John S Witte44, Graham Casey3, Elio Riboli45, Qiyuan Li46, Matthew L Freedman28, David J Hunter25, Henrik Gronberg2, Michael B Cook4, Hidewaki Nakagawa47, Peter Kraft48, Stephen J Chanock4, Douglas F Easton18, Brian E Henderson3, Gerhard A Coetzee49, David V Conti3, Christopher A Haiman50.   

Abstract

Interpretation of biological mechanisms underlying genetic risk associations for prostate cancer is complicated by the relatively large number of risk variants (n = 100) and the thousands of surrogate SNPs in linkage disequilibrium. Here, we combined three distinct approaches: multiethnic fine-mapping, putative functional annotation (based upon epigenetic data and genome-encoded features), and expression quantitative trait loci (eQTL) analyses, in an attempt to reduce this complexity. We examined 67 risk regions using genotyping and imputation-based fine-mapping in populations of European (cases/controls: 8600/6946), African (cases/controls: 5327/5136), Japanese (cases/controls: 2563/4391) and Latino (cases/controls: 1034/1046) ancestry. Markers at 55 regions passed a region-specific significance threshold (P-value cutoff range: 3.9 × 10(-4)-5.6 × 10(-3)) and in 30 regions we identified markers that were more significantly associated with risk than the previously reported variants in the multiethnic sample. Novel secondary signals (P < 5.0 × 10(-6)) were also detected in two regions (rs13062436/3q21 and rs17181170/3p12). Among 666 variants in the 55 regions with P-values within one order of magnitude of the most-associated marker, 193 variants (29%) in 48 regions overlapped with epigenetic or other putative functional marks. In 11 of the 55 regions, cis-eQTLs were detected with nearby genes. For 12 of the 55 regions (22%), the most significant region-specific, prostate-cancer associated variant represented the strongest candidate functional variant based on our annotations; the number of regions increased to 20 (36%) and 27 (49%) when examining the 2 and 3 most significantly associated variants in each region, respectively. These results have prioritized subsets of candidate variants for downstream functional evaluation.
© The Author 2015. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com.

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Year:  2015        PMID: 26162851      PMCID: PMC4572069          DOI: 10.1093/hmg/ddv269

Source DB:  PubMed          Journal:  Hum Mol Genet        ISSN: 0964-6906            Impact factor:   6.150


  79 in total

1.  Variants at IRX4 as prostate cancer expression quantitative trait loci.

Authors:  Xing Xu; Wasay M Hussain; Joseph Vijai; Kenneth Offit; Mark A Rubin; Francesca Demichelis; Robert J Klein
Journal:  Eur J Hum Genet       Date:  2013-09-11       Impact factor: 4.246

2.  A Bayesian measure of the probability of false discovery in genetic epidemiology studies.

Authors:  Jon Wakefield
Journal:  Am J Hum Genet       Date:  2007-07-03       Impact factor: 11.025

3.  Large-scale fine mapping of the HNF1B locus and prostate cancer risk.

Authors:  Sonja I Berndt; Joshua Sampson; Meredith Yeager; Kevin B Jacobs; Zhaoming Wang; Amy Hutchinson; Charles Chung; Nick Orr; Sholom Wacholder; Nilanjan Chatterjee; Kai Yu; Peter Kraft; Heather Spencer Feigelson; Michael J Thun; W Ryan Diver; Demetrius Albanes; Jarmo Virtamo; Stephanie Weinstein; Fredrick R Schumacher; Geraldine Cancel-Tassin; Olivier Cussenot; Antoine Valeri; Gerald L Andriole; E David Crawford; Christopher Haiman; Brian Henderson; Laurence Kolonel; Loic Le Marchand; Afshan Siddiq; Elio Riboli; Ruth C Travis; Rudolf Kaaks; William Isaacs; Sarah Isaacs; Kathleen E Wiley; Henrik Gronberg; Fredrik Wiklund; Pär Stattin; Jianfeng Xu; S Lilly Zheng; Jielin Sun; Lars J Vatten; Kristian Hveem; Inger Njølstad; Daniela S Gerhard; Margaret Tucker; Richard B Hayes; Robert N Hoover; Joseph F Fraumeni; David J Hunter; Gilles Thomas; Stephen J Chanock
Journal:  Hum Mol Genet       Date:  2011-05-16       Impact factor: 6.150

4.  Common variants at 11q12, 10q26 and 3p11.2 are associated with prostate cancer susceptibility in Japanese.

Authors:  Shusuke Akamatsu; Ryo Takata; Christopher A Haiman; Atsushi Takahashi; Takahiro Inoue; Michiaki Kubo; Mutsuo Furihata; Naoyuki Kamatani; Johji Inazawa; Gary K Chen; Loïc Le Marchand; Laurence N Kolonel; Takahiko Katoh; Yuko Yamano; Minoru Yamakado; Hiroyuki Takahashi; Hiroki Yamada; Shin Egawa; Tomoaki Fujioka; Brian E Henderson; Tomonori Habuchi; Osamu Ogawa; Yusuke Nakamura; Hidewaki Nakagawa
Journal:  Nat Genet       Date:  2012-02-26       Impact factor: 38.330

5.  Trait-associated SNPs are more likely to be eQTLs: annotation to enhance discovery from GWAS.

Authors:  Dan L Nicolae; Eric Gamazon; Wei Zhang; Shiwei Duan; M Eileen Dolan; Nancy J Cox
Journal:  PLoS Genet       Date:  2010-04-01       Impact factor: 5.917

6.  Evidence for two independent prostate cancer risk-associated loci in the HNF1B gene at 17q12.

Authors:  Jielin Sun; Siqun Lilly Zheng; Fredrik Wiklund; Sarah D Isaacs; Lina D Purcell; Zhengrong Gao; Fang-Chi Hsu; Seong-Tae Kim; Wennuan Liu; Yi Zhu; Pär Stattin; Hans-Olov Adami; Kathleen E Wiley; Latchezar Dimitrov; Jishan Sun; Tao Li; Aubrey R Turner; Tamara S Adams; Jan Adolfsson; Jan-Erik Johansson; James Lowey; Bruce J Trock; Alan W Partin; Patrick C Walsh; Jeffrey M Trent; David Duggan; John Carpten; Bao-Li Chang; Henrik Grönberg; William B Isaacs; Jianfeng Xu
Journal:  Nat Genet       Date:  2008-08-31       Impact factor: 38.330

7.  A meta-analysis of genome-wide association studies to identify prostate cancer susceptibility loci associated with aggressive and non-aggressive disease.

Authors:  Ali Amin Al Olama; Zsofia Kote-Jarai; Fredrick R Schumacher; Fredrik Wiklund; Sonja I Berndt; Sara Benlloch; Graham G Giles; Gianluca Severi; David E Neal; Freddie C Hamdy; Jenny L Donovan; David J Hunter; Brian E Henderson; Michael J Thun; Michael Gaziano; Edward L Giovannucci; Afshan Siddiq; Ruth C Travis; David G Cox; Federico Canzian; Elio Riboli; Timothy J Key; Gerald Andriole; Demetrius Albanes; Richard B Hayes; Johanna Schleutker; Anssi Auvinen; Teuvo L J Tammela; Maren Weischer; Janet L Stanford; Elaine A Ostrander; Cezary Cybulski; Jan Lubinski; Stephen N Thibodeau; Daniel J Schaid; Karina D Sorensen; Jyotsna Batra; Judith A Clements; Suzanne Chambers; Joanne Aitken; Robert A Gardiner; Christiane Maier; Walther Vogel; Thilo Dörk; Hermann Brenner; Tomonori Habuchi; Sue Ingles; Esther M John; Joanne L Dickinson; Lisa Cannon-Albright; Manuel R Teixeira; Radka Kaneva; Hong-Wei Zhang; Yong-Jie Lu; Jong Y Park; Kathleen A Cooney; Kenneth R Muir; Daniel A Leongamornlert; Edward Saunders; Malgorzata Tymrakiewicz; Nadiya Mahmud; Michelle Guy; Koveela Govindasami; Lynne T O'Brien; Rosemary A Wilkinson; Amanda L Hall; Emma J Sawyer; Tokhir Dadaev; Jonathan Morrison; David P Dearnaley; Alan Horwich; Robert A Huddart; Vincent S Khoo; Christopher C Parker; Nicholas Van As; Christopher J Woodhouse; Alan Thompson; Tim Dudderidge; Chris Ogden; Colin S Cooper; Artitaya Lophatonanon; Melissa C Southey; John L Hopper; Dallas English; Jarmo Virtamo; Loic Le Marchand; Daniele Campa; Rudolf Kaaks; Sara Lindstrom; W Ryan Diver; Susan Gapstur; Meredith Yeager; Angela Cox; Mariana C Stern; Roman Corral; Markus Aly; William Isaacs; Jan Adolfsson; Jianfeng Xu; S Lilly Zheng; Tiina Wahlfors; Kimmo Taari; Paula Kujala; Peter Klarskov; Børge G Nordestgaard; M Andreas Røder; Ruth Frikke-Schmidt; Stig E Bojesen; Liesel M FitzGerald; Suzanne Kolb; Erika M Kwon; Danielle M Karyadi; Torben Falck Orntoft; Michael Borre; Antje Rinckleb; Manuel Luedeke; Kathleen Herkommer; Andreas Meyer; Jürgen Serth; James R Marthick; Briony Patterson; Dominika Wokolorczyk; Amanda Spurdle; Felicity Lose; Shannon K McDonnell; Amit D Joshi; Ahva Shahabi; Pedro Pinto; Joana Santos; Ana Ray; Thomas A Sellers; Hui-Yi Lin; Robert A Stephenson; Craig Teerlink; Heiko Muller; Dietrich Rothenbacher; Norihiko Tsuchiya; Shintaro Narita; Guang-Wen Cao; Chavdar Slavov; Vanio Mitev; Stephen Chanock; Henrik Gronberg; Christopher A Haiman; Peter Kraft; Douglas F Easton; Rosalind A Eeles
Journal:  Hum Mol Genet       Date:  2012-10-12       Impact factor: 6.150

8.  FunciSNP: an R/bioconductor tool integrating functional non-coding data sets with genetic association studies to identify candidate regulatory SNPs.

Authors:  Simon G Coetzee; Suhn K Rhie; Benjamin P Berman; Gerhard A Coetzee; Houtan Noushmehr
Journal:  Nucleic Acids Res       Date:  2012-06-08       Impact factor: 16.971

9.  Fine mapping the KLK3 locus on chromosome 19q13.33 associated with prostate cancer susceptibility and PSA levels.

Authors:  Hemang Parikh; Zhaoming Wang; Kerry A Pettigrew; Jinping Jia; Sarah Daugherty; Meredith Yeager; Kevin B Jacobs; Amy Hutchinson; Laura Burdett; Michael Cullen; Liqun Qi; Joseph Boland; Irene Collins; Thomas J Albert; Lars J Vatten; Kristian Hveem; Inger Njølstad; Geraldine Cancel-Tassin; Olivier Cussenot; Antoine Valeri; Jarmo Virtamo; Michael J Thun; Heather Spencer Feigelson; W Ryan Diver; Nilanjan Chatterjee; Gilles Thomas; Demetrius Albanes; Stephen J Chanock; David J Hunter; Robert Hoover; Richard B Hayes; Sonja I Berndt; Joshua Sampson; Laufey Amundadottir
Journal:  Hum Genet       Date:  2011-02-15       Impact factor: 4.132

10.  Genome-wide association study of prostate cancer in men of African ancestry identifies a susceptibility locus at 17q21.

Authors:  Christopher A Haiman; Gary K Chen; William J Blot; Sara S Strom; Sonja I Berndt; Rick A Kittles; Benjamin A Rybicki; William B Isaacs; Sue A Ingles; Janet L Stanford; W Ryan Diver; John S Witte; Ann W Hsing; Barbara Nemesure; Timothy R Rebbeck; Kathleen A Cooney; Jianfeng Xu; Adam S Kibel; Jennifer J Hu; Esther M John; Serigne M Gueye; Stephen Watya; Lisa B Signorello; Richard B Hayes; Zhaoming Wang; Edward Yeboah; Yao Tettey; Qiuyin Cai; Suzanne Kolb; Elaine A Ostrander; Charnita Zeigler-Johnson; Yuko Yamamura; Christine Neslund-Dudas; Jennifer Haslag-Minoff; William Wu; Venetta Thomas; Glenn O Allen; Adam Murphy; Bao-Li Chang; S Lilly Zheng; M Cristina Leske; Suh-Yuh Wu; Anna M Ray; Anselm J M Hennis; Michael J Thun; John Carpten; Graham Casey; Erin N Carter; Edder R Duarte; Lucy Y Xia; Xin Sheng; Peggy Wan; Loreall C Pooler; Iona Cheng; Kristine R Monroe; Fredrick Schumacher; Loic Le Marchand; Laurence N Kolonel; Stephen J Chanock; David Van Den Berg; Daniel O Stram; Brian E Henderson
Journal:  Nat Genet       Date:  2011-05-22       Impact factor: 38.330

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  19 in total

Review 1.  Reducing GWAS Complexity.

Authors:  Dennis J Hazelett; David V Conti; Ying Han; Ali Amin Al Olama; Doug Easton; Rosalind A Eeles; Zsofia Kote-Jarai; Christopher A Haiman; Gerhard A Coetzee
Journal:  Cell Cycle       Date:  2016       Impact factor: 4.534

2.  Identification of Novel Susceptibility Loci and Genes for Prostate Cancer Risk: A Transcriptome-Wide Association Study in Over 140,000 European Descendants.

Authors:  Lang Wu; Jifeng Wang; Qiuyin Cai; Taylor B Cavazos; Nima C Emami; Jirong Long; Xiao-Ou Shu; Yingchang Lu; Xingyi Guo; Joshua A Bauer; Bogdan Pasaniuc; Kathryn L Penney; Matthew L Freedman; Zsofia Kote-Jarai; John S Witte; Christopher A Haiman; Rosalind A Eeles; Wei Zheng
Journal:  Cancer Res       Date:  2019-05-17       Impact factor: 12.701

3.  Genetic Hitchhiking and Population Bottlenecks Contribute to Prostate Cancer Disparities in Men of African Descent.

Authors:  Sarah A Tishkoff; Timothy R Rebbeck; Joseph Lachance; Ali J Berens; Matthew E B Hansen; Andrew K Teng
Journal:  Cancer Res       Date:  2018-02-08       Impact factor: 12.701

4.  Modulation of long noncoding RNAs by risk SNPs underlying genetic predispositions to prostate cancer.

Authors:  Haiyang Guo; Musaddeque Ahmed; Fan Zhang; Cindy Q Yao; SiDe Li; Yi Liang; Junjie Hua; Fraser Soares; Yifei Sun; Jens Langstein; Yuchen Li; Christine Poon; Swneke D Bailey; Kinjal Desai; Teng Fei; Qiyuan Li; Dorota H Sendorek; Michael Fraser; John R Prensner; Trevor J Pugh; Mark Pomerantz; Robert G Bristow; Mathieu Lupien; Felix Y Feng; Paul C Boutros; Matthew L Freedman; Martin J Walsh; Housheng Hansen He
Journal:  Nat Genet       Date:  2016-08-15       Impact factor: 38.330

5.  A Prostate Cancer Risk Element Functions as a Repressive Loop that Regulates HOXA13.

Authors:  Zhifei Luo; Suhn Kyong Rhie; Fides D Lay; Peggy J Farnham
Journal:  Cell Rep       Date:  2017-11-07       Impact factor: 9.423

Review 6.  Making sense of GWAS: using epigenomics and genome engineering to understand the functional relevance of SNPs in non-coding regions of the human genome.

Authors:  Yu Gyoung Tak; Peggy J Farnham
Journal:  Epigenetics Chromatin       Date:  2015-12-30       Impact factor: 4.954

7.  CAUSEL: an epigenome- and genome-editing pipeline for establishing function of noncoding GWAS variants.

Authors:  Sándor Spisák; Kate Lawrenson; Yanfang Fu; István Csabai; Rebecca T Cottman; Ji-Heui Seo; Christopher Haiman; Ying Han; Romina Lenci; Qiyuan Li; Viktória Tisza; Zoltán Szállási; Zachery T Herbert; Matthew Chabot; Mark Pomerantz; Norbert Solymosi; Simon A Gayther; J Keith Joung; Matthew L Freedman
Journal:  Nat Med       Date:  2015-09-23       Impact factor: 53.440

8.  Telomere structure and maintenance gene variants and risk of five cancer types.

Authors:  Sara Karami; Younghun Han; Mala Pande; Iona Cheng; James Rudd; Brandon L Pierce; Ellen L Nutter; Fredrick R Schumacher; Zsofia Kote-Jarai; Sara Lindstrom; John S Witte; Shenying Fang; Jiali Han; Peter Kraft; David J Hunter; Fengju Song; Rayjean J Hung; James McKay; Stephen B Gruber; Stephen J Chanock; Angela Risch; Hongbing Shen; Christopher A Haiman; Lisa Boardman; Cornelia M Ulrich; Graham Casey; Ulrike Peters; Ali Amin Al Olama; Andrew Berchuck; Sonja I Berndt; Stephane Bezieau; Paul Brennan; Hermann Brenner; Louise Brinton; Neil Caporaso; Andrew T Chan; Jenny Chang-Claude; David C Christiani; Julie M Cunningham; Douglas Easton; Rosalind A Eeles; Timothy Eisen; Manish Gala; Steven J Gallinger; Simon A Gayther; Ellen L Goode; Henrik Grönberg; Brian E Henderson; Richard Houlston; Amit D Joshi; Sébastien Küry; Mari T Landi; Loic Le Marchand; Kenneth Muir; Polly A Newcomb; Jenny Permuth-Wey; Paul Pharoah; Catherine Phelan; John D Potter; Susan J Ramus; Harvey Risch; Joellen Schildkraut; Martha L Slattery; Honglin Song; Nicolas Wentzensen; Emily White; Fredrik Wiklund; Brent W Zanke; Thomas A Sellers; Wei Zheng; Nilanjan Chatterjee; Christopher I Amos; Jennifer A Doherty
Journal:  Int J Cancer       Date:  2016-09-08       Impact factor: 7.396

9.  4C-seq revealed long-range interactions of a functional enhancer at the 8q24 prostate cancer risk locus.

Authors:  Mingyang Cai; Sewoon Kim; Kai Wang; Peggy J Farnham; Gerhard A Coetzee; Wange Lu
Journal:  Sci Rep       Date:  2016-03-03       Impact factor: 4.379

10.  Putative Prostate Cancer Risk SNP in an Androgen Receptor-Binding Site of the Melanophilin Gene Illustrates Enrichment of Risk SNPs in Androgen Receptor Target Sites.

Authors:  Huajie Bu; Narisu Narisu; Bettina Schlick; Johannes Rainer; Thomas Manke; Georg Schäfer; Lorenza Pasqualini; Peter Chines; Michal R Schweiger; Christian Fuchsberger; Helmut Klocker
Journal:  Hum Mutat       Date:  2015-10-19       Impact factor: 4.878

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