Nature CommunicationsGenetic & Genomic MedicinePeer-reviewed journal article
The effect of type 2 diabetes genetic predisposition on non-cardiovascular comorbidities
Ana Luiza ArrudaiD, Ozvan BocheriD, Henry J. TayloriD, Davis CammanniD, Satoshi YoshijiiD, Xianyong YiniD, Chi George ZhaoiD, Jingchun CheniD, Alexis C. WoodiD, Suzuki KeniD, Josep Maria MercaderiD, Cassandra Nichole SprackleniD, James B. MeigsiD, Marijana VujkovićiD, George Davey SmithiD, Jerome I. RotteriD, Benjamin F. VoightiD, Andrew P. MorrisiD, Eleftheria ZegginiiD
Abstract
Type 2 diabetes (T2D) is epidemiologically associated with a wide range of non-cardiovascular comorbidities, yet their shared etiology has not been fully elucidated. Leveraging eight non-overlapping mechanistic clusters of T2D genetic profiles, each representing distinct biological pathways, we investigate putative causal links between cluster-stratified T2D genetic predisposition and 21 non-cardiovascular comorbidities. Most of the identified putative causal effects are driven by distinct T2D genetic clusters. For example, the risk-increasing effects of T2D genetic predisposition on cataracts and erectile dysfunction are primarily attributed to obesity and glucose regulation mechanisms, respectively. When surveyed in populations across the globe, we observe opposing effect directions for depression, asthma and chronic obstructive pulmonary disease between populations. We identify a putative causal link between T2D genetic predisposition and osteoarthritis. To underscore the translational potential of our findings, we intersect high-confidence effector genes for osteoarthritis with targets of T2D-approved drugs and identify metformin as a potential candidate for drug repurposing in osteoarthritis.
- organism: human
- assay: GWAS summary statistics
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 8
- FWCI
- 4.67
- Field percentile
- top 4%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Insights into the comorbidity between type 2 diabetes and osteoarthritis.
Ana Luiza Arruda, April E. Hartley, … Eleftheria Zeggini·The American Journal of Human GeneticsPeer-reviewed·Jul 10, 2023
- The putative causal effect of type 2 diabetes in risk of cataract: a Mendelian randomization study in East Asian
Haoyang Zhang, Xuehao Xiu, … Huiying Zhao·International Journal of EpidemiologyPeer-reviewed·Aug 3, 2021
- Investigating the shared genetic architecture between type 2 diabetes and stroke
Tania Islam, Jian Zeng, Mohammad Ali Moni·medRxiv·Mar 24, 2025
- Insights into the metabolic consequences of type 2 diabetes
Ozvan Bocher, Archit Singh, … Eleftheria Zeggini·bioRxiv·Jun 20, 2024
- Type-2 diabetes with low LDL-C: genetic insights into a unique phenotype
Yann C. Klimentidis, Amit Arora, … Alexis C. Wood·bioRxiv·Nov 13, 2019
- Identification and genetic validation of drug-comorbidity interactions in type 2 diabetes using data-driven disease trajectory analysis
Osamu Ichikawa, Benjamin Scott Glicksberg, … Joel T. Dudley·bioRxiv·Oct 22, 2019