Trans-ancestry genome-wide association meta-analysis of prostate cancer identifies new susceptibility loci and informs genetic risk prediction
David Conti
(1, 2)
,
Burcu Darst
(1, 2)
,
Lilit Moss
(1, 2)
,
Edward Saunders
,
Xin Sheng
(1, 2)
,
Alisha Chou
(1, 2)
,
Fredrick Schumacher
,
Ali Amin Al Olama
,
Sara Benlloch
,
Tokhir Dadaev
,
Mark Brook
,
Ali Sahimi
(1, 2)
,
Thomas Hoffmann
,
Atushi Takahashi
,
Koichi Matsuda
,
Yukihide Momozawa
,
Masashi Fujita
,
Kenneth Muir
,
Artitaya Lophatananon
,
Peggy Wan
(1, 2)
,
Loic Le Marchand
,
Lynne Wilkens
,
Victoria Stevens
,
Susan Gapstur
,
Brian Carter
,
Johanna Schleutker
,
Teuvo Tammela
,
Csilla Sipeky
,
Anssi Auvinen
,
Graham Giles
,
Melissa Southey
,
Robert Macinnis
,
Cezary Cybulski
,
Dominika Wokołorczyk
,
Jan Lubiński
,
David Neal
,
Jenny Donovan
,
Freddie Hamdy
,
Richard Martin
,
Børge Nordestgaard
,
Sune Nielsen
,
Maren Weischer
,
Stig Bojesen
,
Martin Andreas Røder
,
Peter Iversen
,
Jyotsna Batra
,
Suzanne Chambers
,
Leire Moya
,
Lisa Horvath
,
Judith Clements
,
Wayne Tilley
,
Gail Risbridger
,
Henrik Gronberg
,
Markus Aly
,
Robert Szulkin
,
Martin Eklund
,
Tobias Nordström
,
Nora Pashayan
,
Alison Dunning
,
Maya Ghoussaini
,
Ruth Travis
,
Tim Key
,
Elio Riboli
,
Jong Park
,
Thomas Sellers
,
Hui-Yi Lin
,
Demetrius Albanes
,
Stephanie Weinstein
,
Lorelei Mucci
,
Edward Giovannucci
,
Sara Lindstrom
,
Peter Kraft
,
David Hunter
,
Kathryn Penney
,
Constance Turman
,
Catherine Tangen
,
Phyllis Goodman
,
Ian Thompson
,
Robert Hamilton
,
Neil Fleshner
,
Antonio Finelli
,
Marie-Élise Parent
,
Janet Stanford
,
Elaine Ostrander
,
Milan Geybels
,
Stella Koutros
,
Laura Freeman
,
Meir Stampfer
,
Alicja Wolk
,
Niclas Håkansson
,
Gerald Andriole
,
Robert Hoover
,
Mitchell Machiela
,
Karina Dalsgaard Sørensen
,
Michael Borre
,
William Blot
,
Wei Zheng
,
Edward Yeboah
,
James Mensah
,
Yong-Jie Lu
,
Hong-Wei Zhang
,
Ninghan Feng
,
Xueying Mao
,
Yudong Wu
,
Shan-Chao Zhao
,
Zan Sun
,
Stephen Thibodeau
,
Shannon Mcdonnell
,
Daniel Schaid
,
Catharine West
,
Neil Burnet
,
Gill Barnett
,
Christiane Maier
,
Thomas Schnoeller
,
Manuel Luedeke
,
Adam Kibel
,
Bettina Drake
,
Olivier Cussenot
(3)
,
Géraldine Cancel-Tassin
(3)
,
Florence Menegaux
(4)
,
Thérèse Truong
(4)
,
Yves Akoli Koudou
(4)
,
Esther John
,
Eli Marie Grindedal
,
Lovise Maehle
,
Kay-Tee Khaw
,
Sue Ingles
,
Mariana Stern
,
Ana Vega
,
Antonio Gómez-Caamaño
,
Laura Fachal
,
Barry Rosenstein
,
Sarah Kerns
,
Harry Ostrer
,
Manuel Teixeira
,
Paula Paulo
,
Andreia Brandão
,
Stephen Watya
,
Alexander Lubwama
,
Jeannette Bensen
,
Elizabeth Fontham
,
James Mohler
,
Jack Taylor
,
Manolis Kogevinas
,
Javier Llorca
,
Gemma Castaño-Vinyals
,
Lisa Cannon-Albright
,
Craig Teerlink
,
Chad Huff
,
Sara Strom
,
Luc Multigner
(5)
,
Pascal Blanchet
(6, 5)
,
Laurent Brureau
(6, 5)
,
Radka Kaneva
,
Chavdar Slavov
,
Vanio Mitev
,
Robin Leach
,
Brandi Weaver
,
Hermann Brenner
,
Katarina Cuk
,
Bernd Holleczek
,
Kai-Uwe Saum
,
Eric Klein
,
Ann Hsing
,
Rick Kittles
,
Adam Murphy
,
Christopher Logothetis
,
Jeri Kim
,
Susan Neuhausen
,
Linda Steele
,
Yuan Chun Ding
,
William Isaacs
,
Barbara Nemesure
,
Anselm 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 Newcomb
,
Daniel Lin
,
Jay Fowke
,
Christine Neslund-Dudas
,
Benjamin 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 Townsend
,
Claire Aukim-Hastie
,
William Bush
,
Melinda Aldrich
,
Dana Crawford
,
Shiv Srivastava
,
Jennifer Cullen
,
Gyorgy Petrovics
,
Graham Casey
,
Monique Roobol
,
Guido Jenster
,
Ron van Schaik
,
Jennifer Hu
,
Maureen Sanderson
,
Rohit Varma
,
Roberta Mckean-Cowdin
,
Mina Torres
,
Nicholas Mancuso
,
Sonja Berndt
,
Stephen van den Eeden
,
Douglas Easton
,
Stephen Chanock
,
Michael Cook
,
Fredrik Wiklund
,
Hidewaki Nakagawa
,
John Witte
,
Rosalind Eeles
(7)
,
Zsofia Kote-Jarai
(7)
,
Christopher Haiman
(1, 2)
1
USC -
University of Southern California
2 Keck School of Medicine [Los Angeles]
3 CHU Tenon [AP-HP]
4 CESP - Centre de recherche en épidémiologie et santé des populations
5 Irset - Institut de recherche en santé, environnement et travail
6 CHU Pointe-à-Pitre/Abymes [Guadeloupe]
7 The institute of cancer research [London]
2 Keck School of Medicine [Los Angeles]
3 CHU Tenon [AP-HP]
4 CESP - Centre de recherche en épidémiologie et santé des populations
5 Irset - Institut de recherche en santé, environnement et travail
6 CHU Pointe-à-Pitre/Abymes [Guadeloupe]
7 The institute of cancer research [London]
Lilit Moss
- Function : Author
Edward Saunders
- Function : Author
Fredrick Schumacher
- Function : Author
Ali Amin Al Olama
- Function : Author
Sara Benlloch
- Function : Author
Tokhir Dadaev
- Function : Author
Mark Brook
- Function : Author
Ali Sahimi
- Function : Author
Thomas Hoffmann
- Function : Author
Atushi Takahashi
- Function : Author
Koichi Matsuda
- Function : Author
Yukihide Momozawa
- Function : Author
Masashi Fujita
- Function : Author
Kenneth Muir
- Function : Author
Artitaya Lophatananon
- Function : Author
Loic Le Marchand
- Function : Author
Lynne Wilkens
- Function : Author
Victoria Stevens
- Function : Author
Susan Gapstur
- Function : Author
Brian Carter
- Function : Author
Johanna Schleutker
- Function : Author
Teuvo Tammela
- Function : Author
Csilla Sipeky
- Function : Author
Anssi Auvinen
- Function : Author
Graham Giles
- Function : Author
- PersonId : 780114
- ORCID : 0000-0003-4946-9099
Melissa Southey
- Function : Author
Robert Macinnis
- Function : Author
Cezary Cybulski
- Function : Author
Dominika Wokołorczyk
- Function : Author
Jan Lubiński
- Function : Author
David Neal
- Function : Author
Jenny Donovan
- Function : Author
Freddie Hamdy
- Function : Author
Richard Martin
- Function : Author
Børge Nordestgaard
- Function : Author
Sune Nielsen
- Function : Author
Maren Weischer
- Function : Author
Stig Bojesen
- Function : Author
- PersonId : 797795
- ORCID : 0000-0002-4061-4133
Martin Andreas Røder
- Function : Author
Peter Iversen
- Function : Author
Jyotsna Batra
- Function : Author
Suzanne Chambers
- Function : Author
Leire Moya
- Function : Author
Lisa Horvath
- Function : Author
Judith Clements
- Function : Author
Wayne Tilley
- Function : Author
Gail Risbridger
- Function : Author
Henrik Gronberg
- Function : Author
Markus Aly
- Function : Author
Robert Szulkin
- Function : Author
Martin Eklund
- Function : Author
Tobias Nordström
- Function : Author
Nora Pashayan
- Function : Author
Alison Dunning
- Function : Author
- PersonId : 797107
- ORCID : 0000-0001-6651-7166
Maya Ghoussaini
- Function : Author
Ruth Travis
- Function : Author
Tim Key
- Function : Author
Elio Riboli
- Function : Author
- PersonId : 757264
- ORCID : 0000-0001-6795-6080
- IdRef : 030854032
Jong Park
- Function : Author
Thomas Sellers
- Function : Author
Hui-Yi Lin
- Function : Author
Demetrius Albanes
- Function : Author
Stephanie Weinstein
- Function : Author
Lorelei Mucci
- Function : Author
Edward Giovannucci
- Function : Author
Sara Lindstrom
- Function : Author
Peter Kraft
- Function : Author
- PersonId : 765918
- ORCID : 0000-0002-4472-8103
David Hunter
- Function : Author
- PersonId : 767921
- ORCID : 0000-0002-7625-2461
Kathryn Penney
- Function : Author
Constance Turman
- Function : Author
Catherine Tangen
- Function : Author
Phyllis Goodman
- Function : Author
Ian Thompson
- Function : Author
Robert Hamilton
- Function : Author
Neil Fleshner
- Function : Author
Antonio Finelli
- Function : Author
Marie-Élise Parent
- Function : Author
Janet Stanford
- Function : Author
Elaine Ostrander
- Function : Author
Milan Geybels
- Function : Author
Stella Koutros
- Function : Author
Laura Freeman
- Function : Author
Meir Stampfer
- Function : Author
Alicja Wolk
- Function : Author
- PersonId : 784020
- ORCID : 0000-0001-7387-6845
Niclas Håkansson
- Function : Author
- PersonId : 791344
- ORCID : 0000-0001-7673-5554
Gerald Andriole
- Function : Author
Robert Hoover
- Function : Author
Mitchell Machiela
- Function : Author
Karina Dalsgaard Sørensen
- Function : Author
Michael Borre
- Function : Author
William Blot
- Function : Author
Wei Zheng
- Function : Author
- PersonId : 756070
- ORCID : 0000-0003-1226-070X
Edward Yeboah
- Function : Author
James Mensah
- Function : Author
Yong-Jie Lu
- Function : Author
Hong-Wei Zhang
- Function : Author
Ninghan Feng
- Function : Author
Xueying Mao
- Function : Author
Yudong Wu
- Function : Author
Shan-Chao Zhao
- Function : Author
Zan Sun
- Function : Author
Stephen Thibodeau
- Function : Author
Shannon Mcdonnell
- Function : Author
Daniel Schaid
- Function : Author
Catharine West
- Function : Author
Neil Burnet
- Function : Author
Gill Barnett
- Function : Author
Christiane Maier
- Function : Author
Thomas Schnoeller
- Function : Author
Manuel Luedeke
- Function : Author
Adam Kibel
- Function : Author
Bettina Drake
- Function : Author
Thérèse Truong
- Function : Author
- PersonId : 757819
- ORCID : 0000-0002-2943-6786
- IdRef : 122218639
Esther John
- Function : Author
Eli Marie Grindedal
- Function : Author
Lovise Maehle
- Function : Author
Kay-Tee Khaw
- Function : Author
Sue Ingles
- Function : Author
Mariana Stern
- Function : Author
Ana Vega
- Function : Author
- PersonId : 763402
- ORCID : 0000-0002-7416-5137
Antonio Gómez-Caamaño
- Function : Author
Laura Fachal
- Function : Author
Barry Rosenstein
- Function : Author
Sarah Kerns
- Function : Author
Harry Ostrer
- Function : Author
Manuel Teixeira
- Function : Author
Paula Paulo
- Function : Author
Andreia Brandão
- Function : Author
Stephen Watya
- Function : Author
Alexander Lubwama
- Function : Author
Jeannette Bensen
- Function : Author
Elizabeth Fontham
- Function : Author
James Mohler
- Function : Author
Jack Taylor
- Function : Author
Manolis Kogevinas
- Function : Author
- PersonId : 762958
- ORCID : 0000-0002-9605-0461
Javier Llorca
- Function : Author
Gemma Castaño-Vinyals
- Function : Author
Lisa Cannon-Albright
- Function : Author
Craig Teerlink
- Function : Author
Chad Huff
- Function : Author
Sara Strom
- Function : Author
Luc Multigner
- Function : Author
- PersonId : 181193
- IdHAL : luc-multigner
- ORCID : 0000-0003-3205-8568
- IdRef : 155909010
Radka Kaneva
- Function : Author
Chavdar Slavov
- Function : Author
Vanio Mitev
- Function : Author
Robin Leach
- Function : Author
Brandi Weaver
- Function : Author
Hermann Brenner
- Function : Author
Katarina Cuk
- Function : Author
Bernd Holleczek
- Function : Author
Kai-Uwe Saum
- Function : Author
Eric Klein
- Function : Author
Ann Hsing
- Function : Author
Rick Kittles
- Function : Author
Adam Murphy
- Function : Author
Christopher Logothetis
- Function : Author
Jeri Kim
- Function : Author
Susan Neuhausen
- Function : Author
Linda Steele
- Function : Author
Yuan Chun Ding
- Function : Author
William Isaacs
- Function : Author
Barbara Nemesure
- Function : Author
Anselm Hennis
- Function : Author
John Carpten
- Function : Author
Hardev Pandha
- Function : Author
Agnieszka Michael
- Function : Author
Kim de Ruyck
- Function : Author
Gert de Meerleer
- Function : Author
Piet Ost
- Function : Author
- PersonId : 794141
- ORCID : 0000-0002-2203-4848
Jianfeng Xu
- Function : Author
Azad Razack
- Function : Author
Jasmine Lim
- Function : Author
Soo-Hwang Teo
- Function : Author
Lisa Newcomb
- Function : Author
Daniel Lin
- Function : Author
Jay Fowke
- Function : Author
Christine Neslund-Dudas
- Function : Author
Benjamin Rybicki
- Function : Author
Marija Gamulin
- Function : Author
Davor Lessel
- Function : Author
Tomislav Kulis
- Function : Author
Nawaid Usmani
- Function : Author
Sandeep Singhal
- Function : Author
Matthew Parliament
- Function : Author
Frank Claessens
- Function : Author
Steven Joniau
- Function : Author
Thomas van den Broeck
- Function : Author
Manuela Gago-Dominguez
- Function : Author
Jose Esteban Castelao
- Function : Author
Maria Elena Martinez
- Function : Author
Samantha Larkin
- Function : Author
Paul Townsend
- Function : Author
Claire Aukim-Hastie
- Function : Author
William Bush
- Function : Author
Melinda Aldrich
- Function : Author
Dana Crawford
- Function : Author
Shiv Srivastava
- Function : Author
Jennifer Cullen
- Function : Author
Gyorgy Petrovics
- Function : Author
Graham Casey
- Function : Author
Monique Roobol
- Function : Author
Guido Jenster
- Function : Author
Ron van Schaik
- Function : Author
Jennifer Hu
- Function : Author
Maureen Sanderson
- Function : Author
Rohit Varma
- Function : Author
Roberta Mckean-Cowdin
- Function : Author
Mina Torres
- Function : Author
Nicholas Mancuso
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Sonja Berndt
- Function : Author
Stephen van den Eeden
- Function : Author
Douglas Easton
- Function : Author
- PersonId : 782295
- ORCID : 0000-0003-2444-3247
Stephen Chanock
- Function : Author
- PersonId : 767922
- ORCID : 0000-0002-2324-3393
Michael Cook
- Function : Author
Fredrik Wiklund
- Function : Author
Hidewaki Nakagawa
- Function : Author
John Witte
- Function : Author
Christopher Haiman
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Abstract
Prostate cancer is a highly heritable disease with large disparities in incidence rates across ancestry populations. We conducted a multiancestry meta-analysis of prostate cancer genome-wide association studies (107,247 cases and 127,006 controls) and identified 86 new genetic risk variants independently associated with prostate cancer risk, bringing the total to 269 known risk variants. The top genetic risk score (GRS) decile was associated with odds ratios that ranged from 5.06 (95% confidence interval (CI), 4.84-5.29) for men of European ancestry to 3.74 (95% CI, 3.36-4.17) for men of African ancestry. Men of African ancestry were estimated to have a mean GRS that was 2.18-times higher (95% CI, 2.14-2.22), and men of East Asian ancestry 0.73-times lower (95% CI, 0.71-0.76), than men of European ancestry. These findings support the role of germline variation contributing to population differences in prostate cancer risk, with the GRS offering an approach for personalized risk prediction.
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