The effect of type 2 diabetes genetic predisposition on non-cardiovascular comorbidities
Open Access
- 10 October 2025
- journal article
- research article
- Published by Springer Nature in Nature Communications
- Vol. 16 (1) , 1-14
Abstract
Type 2 diabetes is associated with a range of non-cardiovascular non-oncologic comorbidities. To move beyond associations and evaluate causal effects between type 2 diabetes genetic predisposition and 21 comorbidities, we apply Mendelian randomization analysis using genome-wide association studies across multiple genetic ancestries. Additionally, leveraging eight mechanistic clusters of type 2 diabetes genetic profiles, each representing distinct biological pathways, we investigate causal links between cluster-stratified type 2 diabetes genetic predisposition and comorbidity risk. We identify causal effects of type 2 diabetes genetic predisposition driven by distinct genetic clusters. For example, the risk-increasing effects of type 2 diabetes genetic predisposition on cataracts and erectile dysfunction are primarily attributed to adiposity and glucose regulation mechanisms, respectively. We observe opposing effect directions across different genetic ancestries for depression, asthma and chronic obstructive pulmonary disease. Our findings leverage the heterogeneity underpinning type 2 diabetes genetic predisposition to prioritize biological mechanisms underlying causal relationships with comorbidities.Keywords
This publication has 104 references indexed in Scilit:
- Association between anorexia nervosa and type 2 diabetes in Sweden: Etiological clue for the primary prevention of type 2 diabetesEndocrine Research, 2016
- A global reference for human genetic variationNature, 2015
- Mendelian randomization with invalid instruments: effect estimation and bias detection through Egger regressionInternational Journal of Epidemiology, 2015
- Second-generation PLINK: rising to the challenge of larger and richer datasetsGigaScience, 2015
- Type 2 diabetes in East Asians: similarities and differences with populations in Europe and the United StatesAnnals of the New York Academy of Sciences, 2013
- Impaired beta cell function is present in nondiabetic rheumatoid arthritis patientsArthritis Research & Therapy, 2013
- Type 2 Diabetes Mellitus and the Risk of Open-angle GlaucomaOphthalmology, 2008
- Insulin Resistance and inflammation—A Further Systemic Complication of COPDCOPD: Journal of Chronic Obstructive Pulmonary Disease, 2007
- Principal components analysis corrects for stratification in genome-wide association studiesNature Genetics, 2006
- Quantifying heterogeneity in a meta‐analysisStatistics in Medicine, 2002