There was no significant heterogeneity or horizontal pleiotropy detection in the causal relationship of ALB to RA, and the results of the leave-one-out method remained relatively robust regardless of which SNP result was excluded, and the overall range of variation of the error line was small. Here, ALB is linked to rheumatoid arthritis.