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Barata L, Feitosa MF, Bielak LF, Halligan B, Baldridge AS, Guo X, Yerges‐Armstrong LM, Smith AV, Yao J, Palmer ND, VanWagner LB, Carr JJ, Chen YI, Allison M, Budoff MJ, Handelman SK, Kardia SL, Mosley TH, Ryan K, Harris TB, Launer LJ, Gudnason V, Rotter JI, Fornage M, Rasmussen‐Torvik LJ, Borecki IB, O’Connell JR, Peyser PA, Speliotes EK, Province MA. Insulin Resistance Exacerbates Genetic Predisposition to Nonalcoholic Fatty Liver Disease in Individuals Without Diabetes. Hepatol Commun 2019; 3:894-907. [PMID: 31334442 PMCID: PMC6601321 DOI: 10.1002/hep4.1353] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Accepted: 02/27/2019] [Indexed: 12/17/2022] Open
Abstract
The accumulation of excess fat in the liver (hepatic steatosis) in the absence of heavy alcohol consumption causes nonalcoholic fatty liver disease (NAFLD), which has become a global epidemic. Identifying metabolic risk factors that interact with the genetic risk of NAFLD is important for reducing disease burden. We tested whether serum glucose, insulin, insulin resistance, triglyceride (TG), low-density lipoprotein cholesterol, high-density lipoprotein cholesterol, body mass index (BMI), and waist-to-hip ratio adjusted for BMI interact with genetic variants in or near the patatin-like phospholipase domain containing 3 (PNPLA3) gene, the glucokinase regulatory protein (GCKR) gene, the neurocan/transmembrane 6 superfamily member 2 (NCAN/TM6SF2) gene, and the lysophospholipase-like 1 (LYPLAL1) gene to exacerbate hepatic steatosis, estimated by liver attenuation. We performed association analyses in 10 population-based cohorts separately and then meta-analyzed results in up to 14,751 individuals (11,870 of European ancestry and 2,881 of African ancestry). We found that PNPLA3-rs738409 significantly interacted with insulin, insulin resistance, BMI, glucose, and TG to increase hepatic steatosis in nondiabetic individuals carrying the G allele. Additionally, GCKR-rs780094 significantly interacted with insulin, insulin resistance, and TG. Conditional analyses using the two largest European ancestry cohorts in the study showed that insulin levels accounted for most of the interaction of PNPLA3-rs738409 with BMI, glucose, and TG in nondiabetic individuals. Insulin, PNPLA3-rs738409, and their interaction accounted for at least 8% of the variance in hepatic steatosis in these two cohorts. Conclusion: Insulin resistance, either directly or through the resultant elevated insulin levels, more than other metabolic traits, appears to amplify the PNPLA3-rs738409-G genetic risk for hepatic steatosis. Improving insulin resistance in nondiabetic individuals carrying PNPLA3-rs738409-G may preferentially decrease hepatic steatosis.
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Affiliation(s)
- Llilda Barata
- Division of Statistical Genomics, Department of GeneticsWashington University School of MedicineSt. LouisMO
| | - Mary F. Feitosa
- Division of Statistical Genomics, Department of GeneticsWashington University School of MedicineSt. LouisMO
| | - Lawrence F. Bielak
- Department of Epidemiology, School of Public HealthUniversity of MichiganAnn ArborMI
| | - Brian Halligan
- Division of Gastroenterology, Department of Internal Medicine, Department of Computational Medicine and BioinformaticsUniversity of MichiganAnn ArborMI
| | - Abigail S. Baldridge
- Department of Preventive MedicineNorthwestern University Feinberg School of MedicineChicagoIL
| | - Xiuqing Guo
- Institute for Translational Genomics and Population Sciences, LABioMed and the Department of PediatricsHarbor‐University of California Los Angeles Medical CenterTorranceCA
| | | | - Albert V. Smith
- Department of Biostatistics, School of Public HealthUniversity of MichiganAnn ArborMI
| | - Jie Yao
- Institute for Translational Genomics and Population Sciences, LABioMed and the Department of PediatricsHarbor‐University of California Los Angeles Medical CenterTorranceCA
| | | | - Lisa B. VanWagner
- Department of Preventive MedicineNorthwestern University Feinberg School of MedicineChicagoIL
- Division of Gastroenterology and HepatologyNorthwestern University Feinberg School of MedicineChicagoIL
| | - J. Jeffrey Carr
- Department of RadiologyVanderbilt University School of MedicineNashvilleTN
| | - Yii‐Der I. Chen
- Institute for Translational Genomics and Population Sciences, LABioMed and the Department of PediatricsHarbor‐University of California Los Angeles Medical CenterTorranceCA
| | - Matthew Allison
- Department of Family Medicine and Public HealthUniversity of California San DiegoSan DiegoCA
| | - Matthew J. Budoff
- Division of CardiologyLos Angeles Biomedical Research InstituteTorranceCA
| | - Samuel K. Handelman
- Division of Gastroenterology, Department of Internal Medicine, Department of Computational Medicine and BioinformaticsUniversity of MichiganAnn ArborMI
| | - Sharon L.R. Kardia
- Department of Epidemiology, School of Public HealthUniversity of MichiganAnn ArborMI
| | - Thomas H. Mosley
- Department of Medicine, Division of GeriatricsUniversity of Mississippi Medical CenterJacksonMS
| | - Kathleen Ryan
- Department of MedicineUniversity of Maryland School of MedicineBaltimoreMD
| | - Tamara B. Harris
- Laboratory of Epidemiology and Population SciencesNational Institute of AgingBethesdaMD
| | - Lenore J. Launer
- Laboratory of Epidemiology and Population SciencesNational Institute of AgingBethesdaMD
| | - Vilmundur Gudnason
- Icelandic Heart AssociationKopavogurIceland
- Faculty of MedicineUniversity of IcelandReykjavikIceland
| | - Jerome I. Rotter
- Institute for Translational Genomics and Population Sciences, LABioMed and the Department of PediatricsHarbor‐University of California Los Angeles Medical CenterTorranceCA
| | | | | | - Ingrid B. Borecki
- Division of Statistical Genomics, Department of GeneticsWashington University School of MedicineSt. LouisMO
| | | | - Patricia A. Peyser
- Department of Epidemiology, School of Public HealthUniversity of MichiganAnn ArborMI
| | - Elizabeth K. Speliotes
- Division of Gastroenterology, Department of Internal Medicine, Department of Computational Medicine and BioinformaticsUniversity of MichiganAnn ArborMI
| | - Michael A. Province
- Division of Statistical Genomics, Department of GeneticsWashington University School of MedicineSt. LouisMO
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Kovarova M, Königsrainer I, Königsrainer A, Machicao F, Häring HU, Schleicher E, Peter A. The Genetic Variant I148M in PNPLA3 Is Associated With Increased Hepatic Retinyl-Palmitate Storage in Humans. J Clin Endocrinol Metab 2015; 100:E1568-74. [PMID: 26439088 DOI: 10.1210/jc.2015-2978] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
CONTEXT Previous studies revealed that the common sequence variant I148M in patatin-like phospholipase domain-containing protein 3 (PNPLA3) is associated with liver fat content and liver diseases, but not with insulin resistance. Recent data suggest that the PNPLA3 I148M variant has reduced retinyl-palmitate lipase activity in hepatic stellate cells. OBJECTIVE We hypothesized that the PNPLA3 I148M variant is associated with elevated retinyl-palmitate storage in human liver as a potential link to the clinical pathology. Design/Setting and Participants: Using HPLC, we quantified the retinoid metabolites in liver tissue extracts obtained from 42 human subjects, including 13 heterozygous and six homozygous carriers of the minor PNPLA3 I148M variant. MAIN OUTCOME MEASURE Retinyl-palmitate is elevated in human livers of homozygous PNPLA3 I148M allele carriers Results: The PNPLA3 I148M variant was associated with a significant increase (1.4-fold) in liver fat. The content of retinyl-palmitate was elevated and the ratio of retinol/retinyl-palmitate was reduced in liver extracts obtained from homozygous PNPLA3 I148M minor allele carriers. In a multivariate model including liver fat content, these differences remained significant independent of liver fat content. The content of the minor retinyl-fatty acid esters was similarly increased in homozygous PNPLA3 I148M carriers. CONCLUSIONS The increased content of hepatic retinyl-palmitate and the reduced ratio of retinol/retinyl-palmitate in PNPLA3 I148M minor allele carriers support in vitro findings of an altered retinyl-palmitate lipase activity. Our results indicate that the PNPLA3 I148M variant is relevant for the retinyl-palmitate content in human liver, providing a possible link to chronic liver disease.
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Affiliation(s)
- Marketa Kovarova
- Department of Internal Medicine (M.K., F.M., H.-U.H., E.S., A.P.), Division of Endocrinology, Diabetology, Angiology, Nephrology, Clinical Chemistry and Pathobiochemistry, University of Tübingen, 72076 Tübingen, Germany; Department of General, Visceral and Transplant Surgery (I.K., A.K.), University of Tübingen, 72076 Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen (F.M., H.-U.H., E.S., A.P.), 72076 Tübingen, Germany; and German Center for Diabetes Research (DZD) (F.M., H.-U.H., E.S., A.P.), 85764 München-Neuherberg, Germany
| | - Ingmar Königsrainer
- Department of Internal Medicine (M.K., F.M., H.-U.H., E.S., A.P.), Division of Endocrinology, Diabetology, Angiology, Nephrology, Clinical Chemistry and Pathobiochemistry, University of Tübingen, 72076 Tübingen, Germany; Department of General, Visceral and Transplant Surgery (I.K., A.K.), University of Tübingen, 72076 Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen (F.M., H.-U.H., E.S., A.P.), 72076 Tübingen, Germany; and German Center for Diabetes Research (DZD) (F.M., H.-U.H., E.S., A.P.), 85764 München-Neuherberg, Germany
| | - Alfred Königsrainer
- Department of Internal Medicine (M.K., F.M., H.-U.H., E.S., A.P.), Division of Endocrinology, Diabetology, Angiology, Nephrology, Clinical Chemistry and Pathobiochemistry, University of Tübingen, 72076 Tübingen, Germany; Department of General, Visceral and Transplant Surgery (I.K., A.K.), University of Tübingen, 72076 Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen (F.M., H.-U.H., E.S., A.P.), 72076 Tübingen, Germany; and German Center for Diabetes Research (DZD) (F.M., H.-U.H., E.S., A.P.), 85764 München-Neuherberg, Germany
| | - Fausto Machicao
- Department of Internal Medicine (M.K., F.M., H.-U.H., E.S., A.P.), Division of Endocrinology, Diabetology, Angiology, Nephrology, Clinical Chemistry and Pathobiochemistry, University of Tübingen, 72076 Tübingen, Germany; Department of General, Visceral and Transplant Surgery (I.K., A.K.), University of Tübingen, 72076 Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen (F.M., H.-U.H., E.S., A.P.), 72076 Tübingen, Germany; and German Center for Diabetes Research (DZD) (F.M., H.-U.H., E.S., A.P.), 85764 München-Neuherberg, Germany
| | - Hans-Ulrich Häring
- Department of Internal Medicine (M.K., F.M., H.-U.H., E.S., A.P.), Division of Endocrinology, Diabetology, Angiology, Nephrology, Clinical Chemistry and Pathobiochemistry, University of Tübingen, 72076 Tübingen, Germany; Department of General, Visceral and Transplant Surgery (I.K., A.K.), University of Tübingen, 72076 Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen (F.M., H.-U.H., E.S., A.P.), 72076 Tübingen, Germany; and German Center for Diabetes Research (DZD) (F.M., H.-U.H., E.S., A.P.), 85764 München-Neuherberg, Germany
| | - Erwin Schleicher
- Department of Internal Medicine (M.K., F.M., H.-U.H., E.S., A.P.), Division of Endocrinology, Diabetology, Angiology, Nephrology, Clinical Chemistry and Pathobiochemistry, University of Tübingen, 72076 Tübingen, Germany; Department of General, Visceral and Transplant Surgery (I.K., A.K.), University of Tübingen, 72076 Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen (F.M., H.-U.H., E.S., A.P.), 72076 Tübingen, Germany; and German Center for Diabetes Research (DZD) (F.M., H.-U.H., E.S., A.P.), 85764 München-Neuherberg, Germany
| | - Andreas Peter
- Department of Internal Medicine (M.K., F.M., H.-U.H., E.S., A.P.), Division of Endocrinology, Diabetology, Angiology, Nephrology, Clinical Chemistry and Pathobiochemistry, University of Tübingen, 72076 Tübingen, Germany; Department of General, Visceral and Transplant Surgery (I.K., A.K.), University of Tübingen, 72076 Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen (F.M., H.-U.H., E.S., A.P.), 72076 Tübingen, Germany; and German Center for Diabetes Research (DZD) (F.M., H.-U.H., E.S., A.P.), 85764 München-Neuherberg, Germany
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