Elevated NPAR is significantly associated with accelerated biological aging in RA patients, and the mechanism may involve neutrophil migration dysfunction, oxidative damage caused by albumin deficiency, and chronic inflammatory pathways (such as NF‐κB activation). This evidence concerns the gene ALB and rheumatoid arthritis.