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By leveraging large-scale genome-wide association studies summary statistics and individual-level datasets (i.e. UK Biobank), a series of genetic approaches were conducted. Linkage disequilibrium score regression reveals a shared genetic correlation between RA and estimated bone mineral density (eBMD) (rg\u2009=\u2009\u22120.059, P\u2009=\u20090.005). The PLACO analysis has identified 74 lead (8 novel) pleiotropic loci that could be mapped to 99 genes, the genetic functions of which reveal the possible mechanism underlying RA and osteoporosis. In European, genetic risk score (GRS) and comprehensive Mendelian randomization (MR) were utilized to evaluate the causal association between RA and osteoporosis in European and Asian. The increase in GRS of RA could lead to a decrease of eBMD (beta\u2009=\u2009\u22120.008, P\u2009=\u20093.77E-6) and a higher risk of facture [odds ratio (OR)\u2009=\u20091.012, P\u2009=\u20090.044]. MR analysis identified that genetically determined RA was causally associated with eBMD (beta\u2009=\u2009\u22120.021, P\u2009=\u20094.14E-05) and fracture risk (OR\u2009=\u20091.036, P\u2009=\u20090.004). Similar results were also observed in Asian that osteoporosis risk could be causally increased by RA (OR\u2009=\u20091.130, P\u2009=\u20091.04E-03) as well as antibodies against citrullinated proteins-positive RA (OR\u2009=\u20091.083, P\u2009=\u20090.015). Overall, our study reveals complex genetic mechanism between RA and osteoporosis and provides strong evidence for crucial role of RA in pathogenesis of osteoporosis.<\/jats:p>","DOI":"10.1093\/hmg\/ddab158","type":"journal-article","created":{"date-parts":[[2021,6,8]],"date-time":"2021-06-08T11:34:32Z","timestamp":1623152072000},"page":"1932-1940","source":"Crossref","is-referenced-by-count":27,"title":["Rheumatoid arthritis and osteoporosis: shared genetic effect, pleiotropy and causality"],"prefix":"10.1093","volume":"30","author":[{"given":"Xing-Hao","family":"Yu","sequence":"first","affiliation":[{"name":"Center for Genetic Epidemiology and Genomics, School of Public Health, Medical College of Soochow University, Jiangsu 215123, P. R. China"},{"name":"Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Soochow University, Jiangsu 215123, P. R. 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