Genome-wide association meta-analysis identifies 17 loci associated with nonalcoholic fatty liver disease

被引:57
作者
Chen, Yanhua [1 ,2 ]
Du, Xiaomeng [1 ,2 ]
Kuppa, Annapurna [1 ,2 ]
Feitosa, Mary F. [3 ]
Bielak, Lawrence F. [4 ]
O'Connell, Jeffrey R. [5 ]
Musani, Solomon K. [6 ]
Guo, Xiuqing [7 ]
Kahali, Bratati [1 ,2 ,8 ]
Chen, Vincent L. [1 ,2 ]
Smith, Albert V. [9 ]
Ryan, Kathleen A. [5 ]
Eirksdottir, Gudny [10 ]
Allison, Matthew A. [11 ]
Bowden, Donald W. [12 ]
Budoff, Matthew J. [13 ]
Carr, John Jeffrey [14 ]
Chen, Yii-Der I. [7 ]
Taylor, Kent D. [7 ]
Oliveri, Antonino [1 ,2 ]
Correa, Adolfo [6 ]
Crudup, Breland F. [6 ]
Kardia, Sharon L. R. [4 ]
Mosley, Thomas H. [6 ]
Norris, Jill M. [15 ]
Terry, James G. [14 ]
Rotter, Jerome I. [7 ]
Wagenknecht, Lynne E. [16 ]
Halligan, Brian D. [1 ,2 ]
Young, Kendra A. [15 ]
Hokanson, John E. [15 ]
Washko, George R. [17 ]
Gudnason, Vilmundur [10 ,18 ]
Province, Michael A. [3 ]
Peyser, Patricia A. [4 ]
Palmer, Nicholette D. [12 ]
Speliotes, Elizabeth K. [1 ,2 ]
机构
[1] Univ Michigan, Dept Internal Med, Div Gastroenterol, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA
[3] Washington Univ, Sch Med, Dept Genet, Div Stat Genom, St Louis, MO USA
[4] Univ Michigan, Dept Epidemiol, Sch Publ Hlth, Ann Arbor, MI USA
[5] Univ Maryland Baltimore, Dept Endocrinol Diabet & Nutr, Baltimore, MD USA
[6] Univ Mississippi, Med Ctr, Dept Med, Jackson, MS USA
[7] UCLA Med Ctr, Inst Translat Genom & Populat Sci, Inst Translat Genom & Populat Sci, Dept Pediat, Torrance, CA USA
[8] Indian Inst Sci, Ctr Brain Res, Bangalore, India
[9] Univ Michigan, Dept Biostat, Ann Arbor, MI USA
[10] Iceland Heart Assoc, Kopavogur, Iceland
[11] Univ Calif San Diego, Dept Family Med, San Diego, CA USA
[12] Bowman Gray Sch Med, Dept Biochem, Winston Salem, NC 27157 USA
[13] UCLA, Lundquist Inst Harbor, Dept Internal Med, Torrance, CA USA
[14] Vanderbilt Univ, Dept Radiol, Dept Radiol, Nashville, TN USA
[15] Colorado Sch Publ Hlth, Dept Epidemiol, Aurora, CO USA
[16] Bowman Gray Sch Med, Div Publ Hlth Sci, Winston Salem, NC USA
[17] Brigham & Womens Hosp, Dept Med, Div Pulm & Crit Care, Boston, MA USA
[18] Univ Iceland, Dept Med, Reykjavik, Iceland
基金
美国国家卫生研究院;
关键词
REGULATES HEPATIC LIPOGENESIS; MENDELIAN RANDOMIZATION; GENETIC-VARIANTS; CONFERS SUSCEPTIBILITY; HYPERTENSION TREATMENT; GLUCOSE-HOMEOSTASIS; INSULIN-RESISTANCE; METABOLIC SYNDROME; UNITED-STATES; RISK;
D O I
10.1038/s41588-023-01497-6
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Nonalcoholic fatty liver disease (NAFLD) is common and partially heritable and has no effective treatments. We carried out a genome-wide association study (GWAS) meta-analysis of imaging (n = 66,814) and diagnostic code (3,584 cases versus 621,081 controls) measured NAFLD across diverse ancestries. We identified NAFLD-associated variants at torsin family 1 member B (TOR1B), fat mass and obesity associated (FTO), cordon-bleu WH2 repeat protein like 1 (COBLL1)/growth factor receptor-bound protein 14 (GRB14), insulin receptor (INSR), sterol regulatory element-binding transcription factor 1 (SREBF1) and patatin-like phospholipase domain-containing protein 2 (PNPLA2), as well as validated NAFLD-associated variants at patatin-like phospholipase domain-containing protein 3 (PNPLA3), transmembrane 6 superfamily 2 (TM6SF2), apolipoprotein E (APOE), glucokinase regulator (GCKR), tribbles homolog 1 (TRIB1), glycerol-3-phosphate acyltransferase (GPAM), mitochondrial amidoxime-reducing component 1 (MARC1), microsomal triglyceride transfer protein large subunit (MTTP), alcohol dehydrogenase 1B (ADH1B), transmembrane channel like 4 (TMC4)/membrane-bound O-acyltransferase domain containing 7 (MBOAT7) and receptor-type tyrosine-protein phosphatase & delta; (PTPRD). Implicated genes highlight mitochondrial, cholesterol and de novo lipogenesis as causally contributing to NAFLD predisposition. Phenome-wide association study (PheWAS) analyses suggest at least seven subtypes of NAFLD. Individuals in the top 10% and 1% of genetic risk have a 2.5-fold to 6-fold increased risk of NAFLD, cirrhosis and hepatocellular carcinoma. These genetic variants identify subtypes of NAFLD, improve estimates of disease risk and can guide the development of targeted therapeutics. Genome-wide association meta-analysis across individuals of diverse ancestries identifies risk loci for nonalcoholic fatty liver disease. The associated variants implicate plausible biological pathways and improve estimates of disease risk.
引用
收藏
页码:1640 / 1650
页数:11
相关论文
共 105 条
[1]   A Protein-Truncating HSD17B13 Variant and Protection from Chronic Liver Disease [J].
Abul-Husn, N. S. ;
Cheng, X. ;
Li, A. H. ;
Xin, Y. ;
Schurmann, C. ;
Stevis, P. ;
Liu, Y. ;
Kozlitina, J. ;
Stender, S. ;
Wood, G. C. ;
Stepanchick, A. N. ;
Still, M. D. ;
McCarthy, S. ;
O'Dushlaine, C. ;
Packer, J. S. ;
Balasubramanian, S. ;
Gosalia, N. ;
Esopi, D. ;
Kim, S. Y. ;
Mukherjee, S. ;
Lopez, A. E. ;
Fuller, E. D. ;
Penn, J. ;
Chu, X. ;
Luo, J. Z. ;
Mirshahi, U. L. ;
Carey, D. J. ;
Still, C. D. ;
Feldman, M. D. ;
Small, A. ;
Damrauer, S. M. ;
Rader, D. J. ;
Zambrowicz, B. ;
Olson, W. ;
Murphy, A. J. ;
Borecki, I. B. ;
Shuldiner, A. R. ;
Reid, J. G. ;
Overton, J. D. ;
Yancopoulos, G. D. ;
Hobbs, H. H. ;
Cohen, J. C. ;
Gottesman, O. ;
Teslovich, T. M. ;
Baras, A. ;
Mirshahi, T. ;
Gromada, J. ;
Dewey, F. E. .
NEW ENGLAND JOURNAL OF MEDICINE, 2018, 378 (12) :1096-1106
[2]   Hormonal and Metabolite Regulation of Hepatic Glucokinase [J].
Agius, Loranne .
ANNUAL REVIEW OF NUTRITION, VOL 36, 2016, 36 :389-415
[3]   The GTEx Consortium atlas of genetic regulatory effects across human tissues [J].
Aguet, Francois ;
Barbeira, Alvaro N. ;
Bonazzola, Rodrigo ;
Brown, Andrew ;
Castel, Stephane E. ;
Jo, Brian ;
Kasela, Silva ;
Kim-Hellmuth, Sarah ;
Liang, Yanyu ;
Parsana, Princy ;
Flynn, Elise ;
Fresard, Laure ;
Gamazon, Eric R. ;
Hamel, Andrew R. ;
He, Yuan ;
Hormozdiari, Farhad ;
Mohammadi, Pejman ;
Munoz-Aguirre, Manuel ;
Ardlie, Kristin G. ;
Battle, Alexis ;
Bonazzola, Rodrigo ;
Brown, Christopher D. ;
Cox, Nancy ;
Dermitzakis, Emmanouil T. ;
Engelhardt, Barbara E. ;
Garrido-Martin, Diego ;
Gay, Nicole R. ;
Getz, Gad ;
Guigo, Roderic ;
Hamel, Andrew R. ;
Handsaker, Robert E. ;
He, Yuan ;
Hoffman, Paul J. ;
Hormozdiari, Farhad ;
Im, Hae Kyung ;
Jo, Brian ;
Kasela, Silva ;
Kashin, Seva ;
Kim-Hellmuth, Sarah ;
Kwong, Alan ;
Lappalainen, Tuuli ;
Li, Xiao ;
Liang, Yanyu ;
MacArthur, Daniel G. ;
Mohammadi, Pejman ;
Montgomery, Stephen B. ;
Munoz-Aguirre, Manuel ;
Rouhana, John M. ;
Hormozdiari, Farhad ;
Im, Hae Kyung .
SCIENCE, 2020, 369 (6509) :1318-1330
[4]   Genome-wide association study of non-alcoholic fatty liver and steatohepatitis in a histologically characterised cohort [J].
Anstee, Quentin M. ;
Darlay, Rebecca ;
Cockell, Simon ;
Meroni, Marica ;
Govaere, Olivier ;
Tiniakos, Dina ;
Burt, Alastair D. ;
Bedossa, Pierre ;
Palmer, Jeremy ;
Liu, Yang-Lin ;
Aithal, Guruprasad P. ;
Allison, Michael ;
Yki-Jarvinen, Hannele ;
Vacca, Michele ;
Dufour, Jean-Francois ;
Invernizzi, Pietro ;
Prati, Daniele ;
Ekstedt, Mattias ;
Kechagias, Stergios ;
Francque, Sven ;
Petta, Salvatore ;
Bugianesi, Elisabetta ;
Clement, Karine ;
Ratziu, Vlad ;
Schattenberg, Joern M. ;
Valenti, Luca ;
Day, Christopher P. ;
Cordell, Heather J. ;
Daly, Ann K. .
JOURNAL OF HEPATOLOGY, 2020, 73 (03) :505-515
[5]   Accumulation of PNPLA3 on lipid droplets is the basis of associated hepatic steatosis [J].
BasuRay, Soumik ;
Wang, Yang ;
Smagris, Eriks ;
Cohen, Jonathan C. ;
Hobbs, Helen H. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (19) :9521-9526
[6]   Tribbles-1 regulates hepatic lipogenesis through posttranscriptional regulation of C/EBPα [J].
Bauer, Robert C. ;
Sasaki, Makoto ;
Cohen, Daniel M. ;
Cui, Jian ;
Smith, Mikhaila A. ;
Yenilmez, Batuhan D. ;
Steger, David J. ;
Rader, Daniel J. .
JOURNAL OF CLINICAL INVESTIGATION, 2015, 125 (10) :3809-3818
[7]   The P446L variant in GCKR associated with fasting plasma glucose and triglyceride levels exerts its effect through increased glucokinase activity in liver [J].
Beer, Nicola L. ;
Tribble, Nicholas D. ;
McCulloch, Laura J. ;
Roos, Charlotta ;
Johnson, Paul R. V. ;
Orho-Melander, Marju ;
Gloyn, Anna L. .
HUMAN MOLECULAR GENETICS, 2009, 18 (21) :4081-4088
[8]   Non-invasive stratification of hepatocellular carcinoma risk in non-alcoholic fatty liver using polygenic risk scores [J].
Bianco, Cristiana ;
Jamialahmadi, Oveis ;
Pelusi, Serena ;
Baselli, Guido ;
Dongiovanni, Paola ;
Zanoni, Irene ;
Santoro, Luigi ;
Maier, Silvia ;
Liguori, Antonio ;
Meroni, Marica ;
Borroni, Vittorio ;
D'Ambrosio, Roberta ;
Spagnuolo, Rocco ;
Alisi, Anna ;
Federico, Alessandro ;
Bugianesi, Elisabetta ;
Petta, Salvatore ;
Miele, Luca ;
Vespasiani-Gentilucci, Umberto ;
Anstee, Quentin M. ;
Stickel, Felix ;
Hampe, Jochen ;
Fischer, Janett ;
Berg, Thomas ;
Fracanzani, Anna Ludovica ;
Soardo, Giorgio ;
Reeves, Helen ;
Prati, Daniele ;
Romeo, Stefano ;
Valenti, Luca .
JOURNAL OF HEPATOLOGY, 2021, 74 (04) :775-782
[9]   Assessing the suitability of summary data for two-sample Mendelian randomization analyses using MR-Egger regression: the role of the I2 statistic [J].
Bowden, Jack ;
Del Greco, Fabiola M. ;
Minelli, Cosetta ;
Smith, George Davey ;
Sheehan, Nuala A. ;
Thompson, John R. .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2016, 45 (06) :1961-1974
[10]   An atlas of genetic associations in UK Biobank [J].
Canela-Xandri, Oriol ;
Rawlik, Konrad ;
Tenesa, Albert .
NATURE GENETICS, 2018, 50 (11) :1593-+