In conclusion, leveraging the hitherto largest genome-wide genetic data and advanced statistical approaches, the current study expands understanding of the observational association of SHBG with RA by providing evidence of genetic correlation, pleiotropic loci, and causal relationships. Here, SHBG is linked to rheumatoid arthritis.