Genome-wide association analysis identifies variants associated with nonalcoholic fatty liver disease that have distinct effects on metabolic traits

Journal article


Speliotes, Elizabeth K., Yerges-Armstrong, Laura M., Wu, Jun, Hernaez, Ruben, Kim, Lauren J., Palmer, Cameron D., Gudnason, Vilmundur, Eiriksdottir, Gudny, Garcia, Melissa E., Launer, Lenore J., Nalls, Michael A., Clark, Jeanne M., Mitchell, Braxton D., Shuldiner, Alan R., Butler, Johannah L., Tomas, Marta, Hoffman, Udo, Hwang, Shih-Jen, Massaro, Joseph M., ... Borecki, Ingrid B.. (2011). Genome-wide association analysis identifies variants associated with nonalcoholic fatty liver disease that have distinct effects on metabolic traits. PLoS Genetics. 7(3), p. Article e1001324. https://doi.org/10.1371/journal.pgen.1001324
AuthorsSpeliotes, Elizabeth K., Yerges-Armstrong, Laura M., Wu, Jun, Hernaez, Ruben, Kim, Lauren J., Palmer, Cameron D., Gudnason, Vilmundur, Eiriksdottir, Gudny, Garcia, Melissa E., Launer, Lenore J., Nalls, Michael A., Clark, Jeanne M., Mitchell, Braxton D., Shuldiner, Alan R., Butler, Johannah L., Tomas, Marta, Hoffman, Udo, Hwang, Shih-Jen, Massaro, Joseph M., O'Donnell, Christopher J., Sahani, Dushyant V., Salomaa, Veikko, Schadt, Eric E., Schwartz, Stephen M., Siscovick, David S., Voight, B. F., Carr, J. Jeffrey, Feitosa, Mary F., Harris, Tamara B., Fox, Caroline S., Smith, Albert V., Kao, W. H. Linda, Hirschhorn, Joel N. and Borecki, Ingrid B.
Abstract

Nonalcoholic fatty liver disease (NAFLD) clusters in families, but the only known common genetic variants influencing risk are near PNPLA3. We sought to identify additional genetic variants influencing NAFLD using genome-wide association (GWA) analysis of computed tomography (CT) measured hepatic steatosis, a non-invasive measure of NAFLD, in large population based samples. Using variance components methods, we show that CT hepatic steatosis is heritable (∼26%–27%) in family-based Amish, Family Heart, and Framingham Heart Studies (n = 880 to 3,070). By carrying out a fixed-effects meta-analysis of genome-wide association (GWA) results between CT hepatic steatosis and ∼2.4 million imputed or genotyped SNPs in 7,176 individuals from the Old Order Amish, Age, Gene/Environment Susceptibility-Reykjavik study (AGES), Family Heart, and Framingham Heart Studies, we identify variants associated at genome-wide significant levels (p<5×10−8) in or near PNPLA3, NCAN, and PPP1R3B. We genotype these and 42 other top CT hepatic steatosis-associated SNPs in 592 subjects with biopsy-proven NAFLD from the NASH Clinical Research Network (NASH CRN). In comparisons with 1,405 healthy controls from the Myocardial Genetics Consortium (MIGen), we observe significant associations with histologic NAFLD at variants in or near NCAN, GCKR, LYPLAL1, and PNPLA3, but not PPP1R3B. Variants at these five loci exhibit distinct patterns of association with serum lipids, as well as glycemic and anthropometric traits. We identify common genetic variants influencing CT–assessed steatosis and risk of NAFLD. Hepatic steatosis associated variants are not uniformly associated with NASH/fibrosis or result in abnormalities in serum lipids or glycemic and anthropometric traits, suggesting genetic heterogeneity in the pathways influencing these traits.

Keywordssteatosis ; single nucleotide polymorphisms ; fatty liver ; nonalcoholic steatohepatitis ; histology ; computed axial tomography ; genetics of disease; genome-wide association studies
Year2011
JournalPLoS Genetics
Journal citation7 (3), p. Article e1001324
PublisherPublic Library of Science
ISSN1553-7390
Digital Object Identifier (DOI)https://doi.org/10.1371/journal.pgen.1001324
PubMed ID21423719
Scopus EID2-s2.0-79953745343
PubMed Central IDPMC3053321
Open accessPublished as ‘gold’ (paid) open access
Page range1-14
FunderNational Institutes of Health (NIH), United States of America
National Institute on Aging (NIA), National Institutes of Health
Hjartavernd (Icelandic Heart Association)
Althingi (Icelandic Parliament)
Diabetes Research and Training Center of Maryland
Nutrition and Obesity Research Center of Maryland
American Diabetes Association
National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health
National Heart, Lung, and Blood Institute (NHLBI), National Institutes of Health
Boston University
Nonalcoholic Steatohepatitis Clinical Research Network (NASH), National Institutes of Health
Generalitat de Catalunya
Instituto de Salud Carlos III (ISCIII)
Publisher's version
License
File Access Level
Open
Output statusPublished
Publication dates
Online10 Mar 2011
Publication process dates
Accepted02 Feb 2011
Deposited17 Feb 2025
Grant IDT32 DK07191-32
F32 DK079466-01
K23DK080145-01
R01DK075787
N01-AG-12100
K01 DK067207
R01 AG18728
R01HL088119
U01 HL72515
U01 HL084756
P60 DK079637
P30DK072488
T32AG000262
F32AR059469
7-07-MN-08
R01DK075681
R01HL087700
U01DK061718
U01DK061728
U01DK061731
U01DK061732
U01DK061734
U01DK061737
U01DK061738
U01DK061730
U01DK061713
UL1RR024989
M01RR000750
M01RR00188
ULRR02413101
M01RR000827
UL1RR02501401
M01RR000065
M01RR020359
2007BP-B100068
2007BP-B100068, MT
RD06/0009
Additional information

This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose.

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