In summary, the risk of OP in elderly RA patients is mainly related to age, primary disease duration, GC medication history, DAS-28, Sharp score, RANKL, and 25 (OH) D levels, and risk factors should be actively prevented. Here, TNFSF11 is linked to rheumatoid arthritis.