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Genome-wide association meta-analysis of fish and EPA+DHA consumption in 17 US and European cohorts

Authors :
Panos Deloukas
Mia-Maria Perälä
Andres Metspalu
Frank J. A. van Rooij
Lyn M. Steffen
Antti Jula
Aarno Palotie
Julius S. Ngwa
Markus Perola
Paul F. Jacques
K. Harald
Denise K. Houston
Johan G. Eriksson
Daniel I. Chasman
Albert Hofman
Veikko Salomaa
Vera Mikkilä
Jorma Viikari
André G. Uitterlinden
Rozenn N. Lemaitre
Lu Qi
Kati Kristiansson
George Dedoussis
Olli T. Raitakari
Paul Knekt
Loukianos S. Rallidis
Nike A. Nalls
Marcia C de Oliveira Otto
Dariush Mozaffarian
Luigi Ferrucci
Oscar H. Franco
Yongmei Liu
Stephen B. Kritchevsky
Jari Lahti
Terho Lehtimäki
Jennifer A. Nettleton
Paul M. Ridker
Dena G. Hernandez
Audrey Y. Chu
Luc Djoussé
David S. Siscovick
Lynda M. Rose
Mary K. Wojczynski
Mary F. Feitosa
Magi Reedik
Hassan S. Dashti
L. Adrienne Cupples
Stefania Bandinelli
Michael Y. Tsai
Toshiko Tanaka
Ingrid B. Borecki
Julie E. Buring
Jerome I. Rotter
Harri Rissanen
Marilyn C. Cornelis
Fischer Krista
Luting Xue
Jessica C. Kiefte-de Jong
Mika Kähönen
Maria Dimitriou
Evelin Mihailov
Ani Manichaikul
Satu Männistö
Stavroula Kanoni
Bruce M. Psaty
Epidemiology
Virology
Internal Medicine
Helsinki Collegium for Advanced Studies
Medicum
Department of Food and Nutrition
University of Helsinki
Institute for Molecular Medicine Finland
Research Programs Unit
Research Programme of Molecular Medicine
Aarno Palotie / Principal Investigator
Clinicum
Johan Eriksson / Principal Investigator
Department of General Practice and Primary Health Care
Developmental Psychology Research Group
Genomics of Neurological and Neuropsychiatric Disorders
Koellinger, Philipp D
Source :
PLoS ONE, PLoS One (online), 12(12):e0186456. Public Library of Science, PLoS ONE, 12(12), PLoS ONE, Vol 12, Iss 12, p e0186456 (2017), PloS one, vol 12, iss 12
Publication Year :
2017
Publisher :
Public Library of Science, 2017.

Abstract

Background Regular fish and omega-3 consumption may have several health benefits and are recommended by major dietary guidelines. Yet, their intakes remain remarkably variable both within and across populations, which could partly owe to genetic influences. Objective To identify common genetic variants that influence fish and dietary eicosapentaenoic acid plus docosahexaenoic acid (EPA+DHA) consumption. Design We conducted genome-wide association (GWA) meta-analysis of fish (n = 86,467) and EPA+DHA (n = 62,265) consumption in 17 cohorts of European descent from the CHARGE (Cohorts for Heart and Aging Research in Genomic Epidemiology) Consortium Nutrition Working Group. Results from cohort-specific GWA analyses (additive model) for fish and EPA+DHA consumption were adjusted for age, sex, energy intake, and population stratification, and meta-analyzed separately using fixed-effect meta-analysis with inverse variance weights (METAL software). Additionally, heritability was estimated in 2 cohorts. Results Heritability estimates for fish and EPA+DHA consumption ranged from 0.13-0.24 and 0.12-0.22, respectively. A significant GWA for fish intake was observed for rs9502823 on chromosome 6: each copy of the minor allele (Freq(A) = 0.015) was associated with 0.029 servings/day (similar to 1 serving/month) lower fish consumption (P = 1.96x10(-8)). No significant association was observed for EPA+DHA, although rs7206790 in the obesity-associated FTO gene was among top hits (P = 8.18x10(-7)). Post-hoc calculations demonstrated 95% statistical power to detect a genetic variant associated with effect size of 0.05% for fish and 0.08% for EPA+DHA. Conclusions These novel findings suggest that non-genetic personal and environmental factors are principal determinants of the remarkable variation in fish consumption, representing modifiable targets for increasing intakes among all individuals. Genes underlying the signal at rs72838923 and mechanisms for the association warrant further investigation.

Details

Language :
English
ISSN :
19326203
Volume :
12
Issue :
12
Database :
OpenAIRE
Journal :
PLoS ONE
Accession number :
edsair.doi.dedup.....36048c0cb26ba533698a699d3066ea39