共病
2型糖尿病
疾病
骨关节炎
生物信息学
全基因组关联研究
糖尿病
生物
医学
计算生物学
遗传学
基因
单核苷酸多态性
内科学
内分泌学
病理
基因型
替代医学
作者
Ana Luiza Arruda,April Hartley,Georgia Katsoula,George Davey Smith,Andrew P. Morris,Eleftheria Zeggini
标识
DOI:10.1016/j.ajhg.2023.06.010
摘要
Summary
Multimorbidity is a rising public health challenge with important implications for health management and policy. The most common multimorbidity pattern is the combination of cardiometabolic and osteoarticular diseases. Here, we study the genetic underpinning of the comorbidity between type 2 diabetes and osteoarthritis. We find genome-wide genetic correlation between the two diseases and robust evidence for association-signal colocalization at 18 genomic regions. We integrate multi-omics and functional information to resolve the colocalizing signals and identify high-confidence effector genes, including FTO and IRX3, which provide proof-of-concept insights into the epidemiologic link between obesity and both diseases. We find enrichment for lipid metabolism and skeletal formation pathways for signals underpinning the knee and hip osteoarthritis comorbidities with type 2 diabetes, respectively. Causal inference analysis identifies complex effects of tissue-specific gene expression on comorbidity outcomes. Our findings provide insights into the biological basis for the type 2 diabetes-osteoarthritis disease co-occurrence.
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