Liver Function and Risk of Type 2 Diabetes: Bidirectional Mendelian Randomization Study

Author:

De Silva N. Maneka G.123,Borges Maria Carolina12ORCID,Hingorani Aroon D.45,Engmann Jorgen4,Shah Tina4,Zhang Xiaoshuai678,Luan Jian'an6,Langenberg Claudia6,Wong Andrew9,Kuh Diana9,Chambers John C.310111213,Zhang Weihua1112,Jarvelin Marjo-Ritta111415,Sebert Sylvain14,Auvinen Juha1416,Gaunt Tom R.12,Lawlor Deborah A.12ORCID,

Affiliation:

1. MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, U.K.

2. Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, U.K.

3. Department of Epidemiology and Biostatistics, MRC-PHE Centre for Environment & Health, School of Public Health, Imperial College London, London, U.K.

4. UCL Institute of Cardiovascular Science, Research Department of Population Science and Experimental Medicine, Centre for Translational Genomics, University College London, London, U.K.

5. Farr Institute, University College London, London, U.K.

6. MRC Epidemiology Unit, University of Cambridge, Cambridge, U.K.

7. Department of Epidemiology and Biostatistics, School of Public Health and Management, Binzhou Medical University, Yantai, Shandong, China

8. Department of Biostatistics, School of Public Health, Shandong University, Jinan, Shandong, China

9. MRC Unit for Lifelong Health and Ageing at UCL, University College London, London, U.K.

10. Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore

11. Department of Epidemiology and Biostatistics, Imperial College London, London, U.K.

12. Department of Cardiology, Ealing Hospital, Middlesex, U.K.

13. Imperial College Healthcare NHS Trust, Imperial College London, London, U.K.

14. Center for Life Course Health Research, University of Oulu, Oulu, Finland

15. Biocenter Oulu, Oulu, Finland

16. Oulunkaari Health Center, Ii, Finland

Abstract

Liver dysfunction and type 2 diabetes (T2D) are consistently associated. However, it is currently unknown whether liver dysfunction contributes to, results from, or is merely correlated with T2D due to confounding. We used Mendelian randomization to investigate the presence and direction of any causal relation between liver function and T2D risk including up to 64,094 T2D case and 607,012 control subjects. Several biomarkers were used as proxies of liver function (i.e., alanine aminotransferase [ALT], aspartate aminotransferase [AST], alkaline phosphatase [ALP], and γ-glutamyl transferase [GGT]). Genetic variants strongly associated with each liver function marker were used to investigate the effect of liver function on T2D risk. In addition, genetic variants strongly associated with T2D risk and with fasting insulin were used to investigate the effect of predisposition to T2D and insulin resistance, respectively, on liver function. Genetically predicted higher circulating ALT and AST were related to increased risk of T2D. There was a modest negative association of genetically predicted ALP with T2D risk and no evidence of association between GGT and T2D risk. Genetic predisposition to higher fasting insulin, but not to T2D, was related to increased circulating ALT. Since circulating ALT and AST are markers of nonalcoholic fatty liver disease (NAFLD), these findings provide some support for insulin resistance resulting in NAFLD, which in turn increases T2D risk.

Funder

MRC

Publisher

American Diabetes Association

Subject

Endocrinology, Diabetes and Metabolism,Internal Medicine

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