Electronic health record-based genome-wide meta-analysis provides insights on the genetic architecture of non-alcoholic fatty liver disease

Summary: Non-alcoholic fatty liver disease (NAFLD) is a complex disease linked to several chronic diseases. We aimed at identifying genetic variants associated with NAFLD and evaluating their functional consequences. We performed a genome-wide meta-analysis of 4 cohorts of electronic health record-d...

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Autores principales: Nooshin Ghodsian, Erik Abner, Connor A. Emdin, Émilie Gobeil, Nele Taba, Mary E. Haas, Nicolas Perrot, Hasanga D. Manikpurage, Éloi Gagnon, Jérôme Bourgault, Alexis St-Amand, Christian Couture, Patricia L. Mitchell, Yohan Bossé, Patrick Mathieu, Marie-Claude Vohl, André Tchernof, Sébastien Thériault, Amit V. Khera, Tõnu Esko, Benoit J. Arsenault
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Publicado: Elsevier 2021
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Acceso en línea:https://doaj.org/article/19e306941a06424da1e769a90f8e839d
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spelling oai:doaj.org-article:19e306941a06424da1e769a90f8e839d2021-11-18T04:52:11ZElectronic health record-based genome-wide meta-analysis provides insights on the genetic architecture of non-alcoholic fatty liver disease2666-379110.1016/j.xcrm.2021.100437https://doaj.org/article/19e306941a06424da1e769a90f8e839d2021-11-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S2666379121002998https://doaj.org/toc/2666-3791Summary: Non-alcoholic fatty liver disease (NAFLD) is a complex disease linked to several chronic diseases. We aimed at identifying genetic variants associated with NAFLD and evaluating their functional consequences. We performed a genome-wide meta-analysis of 4 cohorts of electronic health record-documented NAFLD in participants of European ancestry (8,434 cases and 770,180 controls). We identify 5 potential susceptibility loci for NAFLD (located at or near GCKR, TR1B1, MAU2/TM6SF2, APOE, and PNPLA3). We also report a potentially causal effect of lower LPL expression in adipose tissue on NAFLD susceptibility and an effect of the FTO genotype on NAFLD. Positive genetic correlations between NAFLD and cardiometabolic diseases and risk factors such as body fat accumulation/distribution, lipoprotein-lipid levels, insulin resistance, and coronary artery disease and negative genetic correlations with parental lifespan, socio-economic status, and acetoacetate levels are observed. This large GWAS meta-analysis reveals insights into the genetic architecture of NAFLD.Nooshin GhodsianErik AbnerConnor A. EmdinÉmilie GobeilNele TabaMary E. HaasNicolas PerrotHasanga D. ManikpurageÉloi GagnonJérôme BourgaultAlexis St-AmandChristian CouturePatricia L. MitchellYohan BosséPatrick MathieuMarie-Claude VohlAndré TchernofSébastien ThériaultAmit V. KheraTõnu EskoBenoit J. ArsenaultElsevierarticlegeneticsnon-alcoholic fatty liver diseasegenome-wide association studyelectronic health recordsadipose tissuelipoprotein lipaseMedicine (General)R5-920ENCell Reports Medicine, Vol 2, Iss 11, Pp 100437- (2021)
institution DOAJ
collection DOAJ
language EN
topic genetics
non-alcoholic fatty liver disease
genome-wide association study
electronic health records
adipose tissue
lipoprotein lipase
Medicine (General)
R5-920
spellingShingle genetics
non-alcoholic fatty liver disease
genome-wide association study
electronic health records
adipose tissue
lipoprotein lipase
Medicine (General)
R5-920
Nooshin Ghodsian
Erik Abner
Connor A. Emdin
Émilie Gobeil
Nele Taba
Mary E. Haas
Nicolas Perrot
Hasanga D. Manikpurage
Éloi Gagnon
Jérôme Bourgault
Alexis St-Amand
Christian Couture
Patricia L. Mitchell
Yohan Bossé
Patrick Mathieu
Marie-Claude Vohl
André Tchernof
Sébastien Thériault
Amit V. Khera
Tõnu Esko
Benoit J. Arsenault
Electronic health record-based genome-wide meta-analysis provides insights on the genetic architecture of non-alcoholic fatty liver disease
description Summary: Non-alcoholic fatty liver disease (NAFLD) is a complex disease linked to several chronic diseases. We aimed at identifying genetic variants associated with NAFLD and evaluating their functional consequences. We performed a genome-wide meta-analysis of 4 cohorts of electronic health record-documented NAFLD in participants of European ancestry (8,434 cases and 770,180 controls). We identify 5 potential susceptibility loci for NAFLD (located at or near GCKR, TR1B1, MAU2/TM6SF2, APOE, and PNPLA3). We also report a potentially causal effect of lower LPL expression in adipose tissue on NAFLD susceptibility and an effect of the FTO genotype on NAFLD. Positive genetic correlations between NAFLD and cardiometabolic diseases and risk factors such as body fat accumulation/distribution, lipoprotein-lipid levels, insulin resistance, and coronary artery disease and negative genetic correlations with parental lifespan, socio-economic status, and acetoacetate levels are observed. This large GWAS meta-analysis reveals insights into the genetic architecture of NAFLD.
format article
author Nooshin Ghodsian
Erik Abner
Connor A. Emdin
Émilie Gobeil
Nele Taba
Mary E. Haas
Nicolas Perrot
Hasanga D. Manikpurage
Éloi Gagnon
Jérôme Bourgault
Alexis St-Amand
Christian Couture
Patricia L. Mitchell
Yohan Bossé
Patrick Mathieu
Marie-Claude Vohl
André Tchernof
Sébastien Thériault
Amit V. Khera
Tõnu Esko
Benoit J. Arsenault
author_facet Nooshin Ghodsian
Erik Abner
Connor A. Emdin
Émilie Gobeil
Nele Taba
Mary E. Haas
Nicolas Perrot
Hasanga D. Manikpurage
Éloi Gagnon
Jérôme Bourgault
Alexis St-Amand
Christian Couture
Patricia L. Mitchell
Yohan Bossé
Patrick Mathieu
Marie-Claude Vohl
André Tchernof
Sébastien Thériault
Amit V. Khera
Tõnu Esko
Benoit J. Arsenault
author_sort Nooshin Ghodsian
title Electronic health record-based genome-wide meta-analysis provides insights on the genetic architecture of non-alcoholic fatty liver disease
title_short Electronic health record-based genome-wide meta-analysis provides insights on the genetic architecture of non-alcoholic fatty liver disease
title_full Electronic health record-based genome-wide meta-analysis provides insights on the genetic architecture of non-alcoholic fatty liver disease
title_fullStr Electronic health record-based genome-wide meta-analysis provides insights on the genetic architecture of non-alcoholic fatty liver disease
title_full_unstemmed Electronic health record-based genome-wide meta-analysis provides insights on the genetic architecture of non-alcoholic fatty liver disease
title_sort electronic health record-based genome-wide meta-analysis provides insights on the genetic architecture of non-alcoholic fatty liver disease
publisher Elsevier
publishDate 2021
url https://doaj.org/article/19e306941a06424da1e769a90f8e839d
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