Literature DB >> 34965922

Deciphering the Polygenic Basis of Racial Disparities in Prostate Cancer By an Integrative Analysis of Genomic and Transcriptomic Data.

Wensheng Zhang1, Thea Nicholson2, Kun Zhang1,3.   

Abstract

Prostate cancer prevalence in African Americans (AA) is over 1.5 times the prevalence in European Americans (EA). Among over a hundred index risk SNPs for prostate cancer, only a few can be verified using the available AAs' data. Their relevance to the prevalence inequality and other racial disparities has not been fully determined. We investigated this issue by an integrative analysis of five public datasets. We categorized the datasets into two classes. The training class consisted of the datasets generated by three genome-wide association studies. The test class contained the prostate adenocarcinoma data of The Cancer Genome Atlas and the data of African and European super-populations in the 1000-Genome project. The polygenic risk scores (PRS) of test samples for cancer occurrence were calculated according to the effects of genetic variants estimated from the training samples. We obtained the following findings. Africans' PRSs are higher than Europeans' scores (P < 1 × 10-6). AA patients' PRSs are higher than EA patients' scores (P < 3×10-9). The patients with tumors presenting fusion or abnormal expression in ERG and other E26 transformation-specific (ETS) family genes have lower PRSs than the patients without such aberrations (P < 7×10-5). Five tumor progression-related genes have the expression levels being significantly correlated with PRS (FDR < 0.01). Additional simulation analysis shows that the high prostate cancer prevalence in African populations makes it challenging to identify individual risk variants using African men's data. These results implicate that the index risk SNP-based PRS is compatible with the observed racial disparity in prostate cancer prevalence and ETS abnormal cancers may be less heritable compared with other subtypes. PREVENTION RELEVANCE: This study reveals the relevance of index risk SNP markers with racial disparities in prostate cancer. The findings also indicate that PRS can be used in prostate cancer subtype prediction. ©2021 American Association for Cancer Research.

Entities:  

Mesh:

Year:  2022        PMID: 34965922      PMCID: PMC8929532          DOI: 10.1158/1940-6207.CAPR-21-0406

Source DB:  PubMed          Journal:  Cancer Prev Res (Phila)        ISSN: 1940-6215


  52 in total

Review 1.  TMPRSS2:ERG Gene Fusions in Prostate Cancer of West African Men and a Meta-Analysis of Racial Differences.

Authors:  Cindy Ke Zhou; Denise Young; Edward D Yeboah; Sally B Coburn; Yao Tettey; Richard B Biritwum; Andrew A Adjei; Evelyn Tay; Shelley Niwa; Ann Truelove; Judith Welsh; James E Mensah; Robert N Hoover; Isabell A Sesterhenn; Ann W Hsing; Shiv Srivastava; Michael B Cook
Journal:  Am J Epidemiol       Date:  2017-12-15       Impact factor: 4.897

2.  Rapid and accurate haplotype phasing and missing-data inference for whole-genome association studies by use of localized haplotype clustering.

Authors:  Sharon R Browning; Brian L Browning
Journal:  Am J Hum Genet       Date:  2007-09-21       Impact factor: 11.025

Review 3.  Systematic enrichment analysis of potentially functional regions for 103 prostate cancer risk-associated loci.

Authors:  Haitao Chen; Hongjie Yu; Jianqing Wang; Zheng Zhang; Zhengrong Gao; Zhuo Chen; Yulan Lu; Wennuan Liu; Deke Jiang; S Lilly Zheng; Gong-Hong Wei; William B Issacs; Junjie Feng; Jianfeng Xu
Journal:  Prostate       Date:  2015-05-25       Impact factor: 4.104

4.  Evaluation of polygenic risk scores for predicting breast and prostate cancer risk.

Authors:  Mitchell J Machiela; Chia-Yen Chen; Constance Chen; Stephen J Chanock; David J Hunter; Peter Kraft
Journal:  Genet Epidemiol       Date:  2011-05-26       Impact factor: 2.135

5.  Cancer statistics, 2014.

Authors:  Rebecca Siegel; Jiemin Ma; Zhaohui Zou; Ahmedin Jemal
Journal:  CA Cancer J Clin       Date:  2014-01-07       Impact factor: 508.702

6.  The CAG repeat within the androgen receptor gene and its relationship to prostate cancer.

Authors:  E Giovannucci; M J Stampfer; K Krithivas; M Brown; D Dahl; A Brufsky; J Talcott; C H Hennekens; P W Kantoff
Journal:  Proc Natl Acad Sci U S A       Date:  1997-04-01       Impact factor: 11.205

7.  Association analyses of more than 140,000 men identify 63 new prostate cancer susceptibility loci.

Authors:  Fredrick R Schumacher; Ali Amin Al Olama; Sonja I Berndt; Sara Benlloch; Mahbubl Ahmed; Edward J Saunders; Tokhir Dadaev; Daniel Leongamornlert; Ezequiel Anokian; Clara Cieza-Borrella; Chee Goh; Mark N Brook; Xin Sheng; Laura Fachal; Joe Dennis; Jonathan Tyrer; Kenneth Muir; Artitaya Lophatananon; Victoria L Stevens; Susan M Gapstur; Brian D Carter; Catherine M Tangen; Phyllis J Goodman; Ian M Thompson; Jyotsna Batra; Suzanne Chambers; Leire Moya; Judith Clements; Lisa Horvath; Wayne Tilley; Gail P Risbridger; Henrik Gronberg; Markus Aly; Tobias Nordström; Paul Pharoah; Nora Pashayan; Johanna Schleutker; Teuvo L J Tammela; Csilla Sipeky; Anssi Auvinen; Demetrius Albanes; Stephanie Weinstein; Alicja Wolk; Niclas Håkansson; Catharine M L West; Alison M Dunning; Neil Burnet; Lorelei A Mucci; Edward Giovannucci; Gerald L Andriole; Olivier Cussenot; Géraldine Cancel-Tassin; Stella Koutros; Laura E Beane Freeman; Karina Dalsgaard Sorensen; Torben Falck Orntoft; Michael Borre; Lovise Maehle; Eli Marie Grindedal; David E Neal; Jenny L Donovan; Freddie C Hamdy; Richard M Martin; Ruth C Travis; Tim J Key; Robert J Hamilton; Neil E Fleshner; Antonio Finelli; Sue Ann Ingles; Mariana C Stern; Barry S Rosenstein; Sarah L Kerns; Harry Ostrer; Yong-Jie Lu; Hong-Wei Zhang; Ninghan Feng; Xueying Mao; Xin Guo; Guomin Wang; Zan Sun; Graham G Giles; Melissa C Southey; Robert J MacInnis; Liesel M FitzGerald; Adam S Kibel; Bettina F Drake; Ana Vega; Antonio Gómez-Caamaño; Robert Szulkin; Martin Eklund; Manolis Kogevinas; Javier Llorca; Gemma Castaño-Vinyals; Kathryn L Penney; Meir Stampfer; Jong Y Park; Thomas A Sellers; Hui-Yi Lin; Janet L Stanford; Cezary Cybulski; Dominika Wokolorczyk; Jan Lubinski; Elaine A Ostrander; Milan S Geybels; Børge G Nordestgaard; Sune F Nielsen; Maren Weischer; Rasmus Bisbjerg; Martin Andreas Røder; Peter Iversen; Hermann Brenner; Katarina Cuk; Bernd Holleczek; Christiane Maier; Manuel Luedeke; Thomas Schnoeller; Jeri Kim; Christopher J Logothetis; Esther M John; Manuel R Teixeira; Paula Paulo; Marta Cardoso; Susan L Neuhausen; Linda Steele; Yuan Chun Ding; Kim De Ruyck; Gert De Meerleer; Piet Ost; Azad Razack; Jasmine Lim; Soo-Hwang Teo; Daniel W Lin; Lisa F Newcomb; Davor Lessel; Marija Gamulin; Tomislav Kulis; Radka Kaneva; Nawaid Usmani; Sandeep Singhal; Chavdar Slavov; Vanio Mitev; Matthew Parliament; Frank Claessens; Steven Joniau; Thomas Van den Broeck; Samantha Larkin; Paul A Townsend; Claire Aukim-Hastie; Manuela Gago-Dominguez; Jose Esteban Castelao; Maria Elena Martinez; Monique J Roobol; Guido Jenster; Ron H N van Schaik; Florence Menegaux; Thérèse Truong; Yves Akoli Koudou; Jianfeng Xu; Kay-Tee Khaw; Lisa Cannon-Albright; Hardev Pandha; Agnieszka Michael; Stephen N Thibodeau; Shannon K McDonnell; Daniel J Schaid; Sara Lindstrom; Constance Turman; Jing Ma; David J Hunter; Elio Riboli; Afshan Siddiq; Federico Canzian; Laurence N Kolonel; Loic Le Marchand; Robert N Hoover; Mitchell J Machiela; Zuxi Cui; Peter Kraft; Christopher I Amos; David V Conti; Douglas F Easton; Fredrik Wiklund; Stephen J Chanock; Brian E Henderson; Zsofia Kote-Jarai; Christopher A Haiman; Rosalind A Eeles
Journal:  Nat Genet       Date:  2018-06-11       Impact factor: 38.330

8.  Characterizing genetic risk at known prostate cancer susceptibility loci in African Americans.

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; Stephen J Chanock; Suzanne Kolb; Lisa B Signorello; Yuko Yamamura; Christine Neslund-Dudas; Michael J Thun; Adam Murphy; Graham Casey; Xin Sheng; Peggy Wan; Loreall C Pooler; Kristine R Monroe; Kevin M Waters; Loic Le Marchand; Laurence N Kolonel; Daniel O Stram; Brian E Henderson
Journal:  PLoS Genet       Date:  2011-05-26       Impact factor: 5.917

9.  A novel genomic alteration of LSAMP associates with aggressive prostate cancer in African American men.

Authors:  Gyorgy Petrovics; Hua Li; Tanja Stümpel; Shyh-Han Tan; Denise Young; Shilpa Katta; Qiyuan Li; Kai Ying; Bernward Klocke; Lakshmi Ravindranath; Indu Kohaar; Yongmei Chen; Dezső Ribli; Korbinian Grote; Hua Zou; Joseph Cheng; Clifton L Dalgard; Shimin Zhang; István Csabai; Jacob Kagan; David Takeda; Massimo Loda; Sudhir Srivastava; Matthias Scherf; Martin Seifert; Timo Gaiser; David G McLeod; Zoltan Szallasi; Reinhard Ebner; Thomas Werner; Isabell A Sesterhenn; Matthew Freedman; Albert Dobi; Shiv Srivastava
Journal:  EBioMedicine       Date:  2015-10-31       Impact factor: 8.143

10.  Trans-ancestry genome-wide association meta-analysis of prostate cancer identifies new susceptibility loci and informs genetic risk prediction.

Authors:  David V Conti; Burcu F Darst; Lilit C Moss; Edward J Saunders; Xin Sheng; Alisha Chou; Fredrick R Schumacher; Ali Amin Al Olama; Sara Benlloch; Tokhir Dadaev; Mark N Brook; Ali Sahimi; Thomas J Hoffmann; Atushi Takahashi; Koichi Matsuda; Yukihide Momozawa; Masashi Fujita; Kenneth Muir; Artitaya Lophatananon; Peggy Wan; Loic Le Marchand; Lynne R Wilkens; Victoria L Stevens; Susan M Gapstur; Brian D Carter; Johanna Schleutker; Teuvo L J Tammela; Csilla Sipeky; Anssi Auvinen; Graham G Giles; Melissa C Southey; Robert J MacInnis; Cezary Cybulski; Dominika Wokołorczyk; Jan Lubiński; David E Neal; Jenny L Donovan; Freddie C Hamdy; Richard M Martin; Børge G Nordestgaard; Sune F Nielsen; Maren Weischer; Stig E Bojesen; Martin Andreas Røder; Peter Iversen; Jyotsna Batra; Suzanne Chambers; Leire Moya; Lisa Horvath; Judith A Clements; Wayne Tilley; Gail P Risbridger; Henrik Gronberg; Markus Aly; Robert Szulkin; Martin Eklund; Tobias Nordström; Nora Pashayan; Alison M Dunning; Maya Ghoussaini; Ruth C Travis; Tim J Key; Elio Riboli; Jong Y Park; Thomas A Sellers; Hui-Yi Lin; Demetrius Albanes; Stephanie J Weinstein; Lorelei A Mucci; Edward Giovannucci; Sara Lindstrom; Peter Kraft; David J Hunter; Kathryn L Penney; Constance Turman; Catherine M Tangen; Phyllis J Goodman; Ian M Thompson; Robert J Hamilton; Neil E Fleshner; Antonio Finelli; Marie-Élise Parent; Janet L Stanford; Elaine A Ostrander; Milan S Geybels; Stella Koutros; Laura E Beane Freeman; Meir Stampfer; Alicja Wolk; Niclas Håkansson; Gerald L Andriole; Robert N Hoover; Mitchell J Machiela; Karina Dalsgaard Sørensen; Michael Borre; William J Blot; Wei Zheng; Edward D Yeboah; James E Mensah; Yong-Jie Lu; Hong-Wei Zhang; Ninghan Feng; Xueying Mao; Yudong Wu; Shan-Chao Zhao; Zan Sun; Stephen N Thibodeau; Shannon K McDonnell; Daniel J Schaid; Catharine M L West; Neil Burnet; Gill Barnett; Christiane Maier; Thomas Schnoeller; Manuel Luedeke; Adam S Kibel; Bettina F Drake; Olivier Cussenot; Géraldine Cancel-Tassin; Florence Menegaux; Thérèse Truong; Yves Akoli Koudou; Esther M John; Eli Marie Grindedal; Lovise Maehle; Kay-Tee Khaw; Sue A Ingles; Mariana C Stern; Ana Vega; Antonio Gómez-Caamaño; Laura Fachal; Barry S Rosenstein; Sarah L Kerns; Harry Ostrer; Manuel R Teixeira; Paula Paulo; Andreia Brandão; Stephen Watya; Alexander Lubwama; Jeannette T Bensen; Elizabeth T H Fontham; James Mohler; Jack A Taylor; Manolis Kogevinas; Javier Llorca; Gemma Castaño-Vinyals; Lisa Cannon-Albright; Craig C Teerlink; Chad D Huff; Sara S Strom; Luc Multigner; Pascal Blanchet; Laurent Brureau; Radka Kaneva; Chavdar Slavov; Vanio Mitev; Robin J Leach; Brandi Weaver; Hermann Brenner; Katarina Cuk; Bernd Holleczek; Kai-Uwe Saum; Eric A Klein; Ann W Hsing; Rick A Kittles; Adam B Murphy; Christopher J Logothetis; Jeri Kim; Susan L Neuhausen; Linda Steele; Yuan Chun Ding; William B Isaacs; Barbara Nemesure; Anselm J M Hennis; John Carpten; Hardev Pandha; Agnieszka Michael; Kim De Ruyck; Gert De Meerleer; Piet Ost; Jianfeng Xu; Azad Razack; Jasmine Lim; Soo-Hwang Teo; Lisa F Newcomb; Daniel W Lin; Jay H Fowke; Christine Neslund-Dudas; Benjamin A Rybicki; Marija Gamulin; Davor Lessel; Tomislav Kulis; Nawaid Usmani; Sandeep Singhal; Matthew Parliament; Frank Claessens; Steven Joniau; Thomas Van den Broeck; Manuela Gago-Dominguez; Jose Esteban Castelao; Maria Elena Martinez; Samantha Larkin; Paul A Townsend; Claire Aukim-Hastie; William S Bush; Melinda C Aldrich; Dana C Crawford; Shiv Srivastava; Jennifer C Cullen; Gyorgy Petrovics; Graham Casey; Monique J Roobol; Guido Jenster; Ron H N van Schaik; Jennifer J Hu; Maureen Sanderson; Rohit Varma; Roberta McKean-Cowdin; Mina Torres; Nicholas Mancuso; Sonja I Berndt; Stephen K Van Den Eeden; Douglas F Easton; Stephen J Chanock; Michael B Cook; Fredrik Wiklund; Hidewaki Nakagawa; John S Witte; Rosalind A Eeles; Zsofia Kote-Jarai; Christopher A Haiman
Journal:  Nat Genet       Date:  2021-01-04       Impact factor: 38.330

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.