Arruda Ana Luiza, Bocher Ozvan, Taylor Henry J, Cammann Davis, Yoshiji Satoshi, Yin Xianyong, Zhao Chi, Chen Jingchun, Wood Alexis C, Suzuki Ken, Mercader Josep M, Spracklen Cassandra N, Meigs James B, Vujkovic Marijana, Smith George Davey, Rotter Jerome I, Voight Benjamin F, Morris Andrew P, Zeggini Eleftheria
Institute of Translational Genomics, Helmholtz Munich, Neuherberg, 85764, Germany.
Technical University of Munich (TUM), School of Medicine and Health, Graduate School of Experimental Medicine, Munich, 81675, Germany.
medRxiv. 2025 May 7:2025.05.05.25326966. doi: 10.1101/2025.05.05.25326966.
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.
2型糖尿病(T2D)在流行病学上与多种非心血管合并症相关,但其共同病因尚未完全阐明。利用T2D基因谱的八个不重叠的机制簇,每个簇代表不同的生物学途径,我们研究了簇分层的T2D遗传易感性与21种非心血管合并症之间的假定因果关系。大多数已确定的假定因果效应是由不同的T2D基因簇驱动的。例如,T2D遗传易感性对白内障和勃起功能障碍的风险增加效应分别主要归因于肥胖和葡萄糖调节机制。在全球人群中进行调查时,我们观察到不同人群中抑郁症、哮喘和慢性阻塞性肺疾病的效应方向相反。我们确定了T2D遗传易感性与骨关节炎之间的假定因果关系。为了强调我们研究结果的转化潜力,我们将骨关节炎的高可信度效应基因与T2D批准药物的靶点进行交叉分析,并确定二甲双胍是骨关节炎药物再利用的潜在候选药物。