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Evaluating the role of non-alcoholic fatty liver disease in cardiovascular diseases and type 2 diabetes: a Mendelian randomization study in Europeans and East Asians.
- Source :
-
International journal of epidemiology [Int J Epidemiol] 2023 Jun 06; Vol. 52 (3), pp. 921-931. - Publication Year :
- 2023
-
Abstract
- Background: Whether non-alcoholic fatty liver disease (NAFLD) causes cardiovascular disease (CVD) and type 2 diabetes (T2D) is unclear and possible differences between ethnicities have not been thoroughly explored. We used Mendelian randomization (MR) to assess the role of NAFLD in CVD and T2D risk in Europeans and East Asians.<br />Methods: We conducted a MR study using genetic predictors of alanine aminotransferase (ALT), liability to NAFLD, aspartate transaminase (AST), liver magnetic resonance imaging corrected T1 and proton density fat fraction and combined them with genome-wide association studies (GWAS) summary statistics of CVD, T2D and glycaemic traits (sample size ranging from 14 400 to 977 320). Inverse-variance weighted analysis was used to assess the effect of NAFLD in these outcomes, with sensitivity analyses and replication in FinnGen. We conducted analyses in East Asians using ethnicity-specific genetic predictors of ALT and AST, and the respective outcome GWAS summary statistics.<br />Results: In Europeans, higher ALT was associated with higher T2D risk (odds ratio: 1.77 per standard deviation, 95% CI 1.5 to 2.08), with similar results for other exposures, across sensitivity analyses and in FinnGen. Although NAFLD proxies were related to higher coronary artery disease (CAD) and stroke risk, sensitivity analyses suggested possible bias by horizontal pleiotropy. In East Asians, higher ALT was possibly associated with higher T2D risk, and ALT and AST were inversely associated with CAD.<br />Conclusions: NAFLD likely increases the risk of T2D in Europeans and East Asians. Potential differential effects on CAD between Europeans and East Asians require further investigation.<br /> (© The Author(s) 2022; all rights reserved. Published by Oxford University Press on behalf of the International Epidemiological Association.)
- Subjects :
- Humans
Risk Factors
East Asian People
Genome-Wide Association Study methods
Mendelian Randomization Analysis
European People
Polymorphism, Single Nucleotide
Diabetes Mellitus, Type 2 epidemiology
Diabetes Mellitus, Type 2 genetics
Non-alcoholic Fatty Liver Disease epidemiology
Non-alcoholic Fatty Liver Disease genetics
Cardiovascular Diseases epidemiology
Cardiovascular Diseases genetics
Coronary Artery Disease genetics
Subjects
Details
- Language :
- English
- ISSN :
- 1464-3685
- Volume :
- 52
- Issue :
- 3
- Database :
- MEDLINE
- Journal :
- International journal of epidemiology
- Publication Type :
- Academic Journal
- Accession number :
- 36367831
- Full Text :
- https://doi.org/10.1093/ije/dyac212