HMGCR and rheumatoid arthritis: Furthermore, after adjusting for the underlying confounding factors, MVMR analysis demonstrated a direct causal effect of HMGCR inhibition on RA, suggesting that HMGCR-mediated LDL-C inhibition might play as a protective role in the lowering risk of RA.