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Combining Asian and European genome-wide association studies of colorectal cancer improves risk prediction across racial and ethnic populations.

Authors :
Thomas M
Su YR
Rosenthal EA
Sakoda LC
Schmit SL
Timofeeva MN
Chen Z
Fernandez-Rozadilla C
Law PJ
Murphy N
Carreras-Torres R
Diez-Obrero V
van Duijnhoven FJB
Jiang S
Shin A
Wolk A
Phipps AI
Burnett-Hartman A
Gsur A
Chan AT
Zauber AG
Wu AH
Lindblom A
Um CY
Tangen CM
Gignoux C
Newton C
Haiman CA
Qu C
Bishop DT
Buchanan DD
Crosslin DR
Conti DV
Kim DH
Hauser E
White E
Siegel E
Schumacher FR
Rennert G
Giles GG
Hampel H
Brenner H
Oze I
Oh JH
Lee JK
Schneider JL
Chang-Claude J
Kim J
Huyghe JR
Zheng J
Hampe J
Greenson J
Hopper JL
Palmer JR
Visvanathan K
Matsuo K
Matsuda K
Jung KJ
Li L
Le Marchand L
Vodickova L
Bujanda L
Gunter MJ
Matejcic M
Jenkins MA
Slattery ML
D'Amato M
Wang M
Hoffmeister M
Woods MO
Kim M
Song M
Iwasaki M
Du M
Udaltsova N
Sawada N
Vodicka P
Campbell PT
Newcomb PA
Cai Q
Pearlman R
Pai RK
Schoen RE
Steinfelder RS
Haile RW
Vandenputtelaar R
Prentice RL
Küry S
Castellví-Bel S
Tsugane S
Berndt SI
Lee SC
Brezina S
Weinstein SJ
Chanock SJ
Jee SH
Kweon SS
Vadaparampil S
Harrison TA
Yamaji T
Keku TO
Vymetalkova V
Arndt V
Jia WH
Shu XO
Lin Y
Ahn YO
Stadler ZK
Van Guelpen B
Ulrich CM
Platz EA
Potter JD
Li CI
Meester R
Moreno V
Figueiredo JC
Casey G
Lansdorp Vogelaar I
Dunlop MG
Gruber SB
Hayes RB
Pharoah PDP
Houlston RS
Jarvik GP
Tomlinson IP
Zheng W
Corley DA
Peters U
Hsu L
Source :
Nature communications [Nat Commun] 2023 Oct 02; Vol. 14 (1), pp. 6147. Date of Electronic Publication: 2023 Oct 02.
Publication Year :
2023

Abstract

Polygenic risk scores (PRS) have great potential to guide precision colorectal cancer (CRC) prevention by identifying those at higher risk to undertake targeted screening. However, current PRS using European ancestry data have sub-optimal performance in non-European ancestry populations, limiting their utility among these populations. Towards addressing this deficiency, we expand PRS development for CRC by incorporating Asian ancestry data (21,731 cases; 47,444 controls) into European ancestry training datasets (78,473 cases; 107,143 controls). The AUC estimates (95% CI) of PRS are 0.63(0.62-0.64), 0.59(0.57-0.61), 0.62(0.60-0.63), and 0.65(0.63-0.66) in independent datasets including 1681-3651 cases and 8696-115,105 controls of Asian, Black/African American, Latinx/Hispanic, and non-Hispanic White, respectively. They are significantly better than the European-centric PRS in all four major US racial and ethnic groups (p-values < 0.05). Further inclusion of non-European ancestry populations, especially Black/African American and Latinx/Hispanic, is needed to improve the risk prediction and enhance equity in applying PRS in clinical practice.<br /> (© 2023. Springer Nature Limited.)

Details

Language :
English
ISSN :
2041-1723
Volume :
14
Issue :
1
Database :
MEDLINE
Journal :
Nature communications
Publication Type :
Academic Journal
Accession number :
37783704
Full Text :
https://doi.org/10.1038/s41467-023-41819-0