While previous studies have investigated the prevalence of LVDD among RA patients and the link between NLR, FGF21 serum levels, RA clinical characteristics, and treatment outcomes, no prior research has specifically addressed the diagnostic values of NLR and FGF21 for LVDD assessment in RA. Here, FGF21 is linked to rheumatoid arthritis.