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
Authors | 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., 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. |
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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. |
Keywords | steatosis ; single nucleotide polymorphisms ; fatty liver ; nonalcoholic steatohepatitis ; histology ; computed axial tomography ; genetics of disease; genome-wide association studies |
Year | 2011 |
Journal | PLoS Genetics |
Journal citation | 7 (3), p. Article e1001324 |
Publisher | Public Library of Science |
ISSN | 1553-7390 |
Digital Object Identifier (DOI) | https://doi.org/10.1371/journal.pgen.1001324 |
PubMed ID | 21423719 |
Scopus EID | 2-s2.0-79953745343 |
PubMed Central ID | PMC3053321 |
Open access | Published as ‘gold’ (paid) open access |
Page range | 1-14 |
Funder | National 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 status | Published |
Publication dates | |
Online | 10 Mar 2011 |
Publication process dates | |
Accepted | 02 Feb 2011 |
Deposited | 17 Feb 2025 |
Grant ID | T32 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. |
https://acuresearchbank.acu.edu.au/item/9152y/genome-wide-association-analysis-identifies-variants-associated-with-nonalcoholic-fatty-liver-disease-that-have-distinct-effects-on-metabolic-traits
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OA_Speliotes_2011_Genome_wide_association_analysis_identifies_variants.pdf | |
License: CC0 | |
File access level: Open |
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