Affiliation:
1. Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University , Hefei, Anhui 230032 , China
2. Institute of Kidney Disease, Inflammation & Immunity Mediated Diseases, The Second Hospital of Anhui Medical University , Hefei, Anhui 230032 , China
Abstract
Abstract
Context
Previous observational studies have indicated a bidirectional association between metabolic syndrome (MetS) and osteoarthritis (OA). However, it remains unclear whether these bidirectional associations reflect causal relationships or shared genetic factors, and the underlying biological mechanisms of this association are not fully understood.
Objective
We aimed to explore the genetic connection between MetS and OA using genome-wide association study (GWAS) summary data.
Methods
Leveraging summary statistics from GWAS conducted by the UK Biobank and the Glucose and Insulin-related Traits Consortium (MAGIC), we performed global genetic correlation analyses, genome-wide cross-trait meta-analyses, and a bidirectional two-sample Mendelian randomization analyses using summary statistics from GWAS to comprehensively assess the relationship of MetS and OA.
Results
We first detected an extensive genetic correlation between MetS and OA (rg = 0.393, P = 1.52 × 10−18), which was consistent in 4 MetS components, including waist circumference, triglycerides, hypertension, and high-density lipoprotein cholesterol and OA with rg ranging from −0.229 to 0.490. We then discovered 32 variants jointly associated with MetS and OA through Multi-Trait Analysis of GWAS (MTAG). Co-localization analysis found 12 genes shared between MetS and OA, with functional implications in several biological pathways. Finally, Mendelian randomization analysis suggested genetic liability to MetS significantly increased the risk of OA, but no reverse causality was found.
Conclusion
Our results illustrate a common genetic architecture, pleiotropic loci, as well as causality between MetS and OA, potentially enhancing our knowledge of high comorbidity and genetic processes that overlap between the 2 disorders.
Funder
National Natural Science Foundation of China
Anhui Provincial Natural Science Foundation
Research Fund of Anhui Institute of Translational Medicine
Cited by
2 articles.
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