In bio-naïve RA patients, the proportion of rTregs among CD4+ T cells was negatively correlated with DAS28-ESR and RF, and the proportion of aTregs was positively correlated with MMP-3. The gene discussed is MMP3; the disease is rheumatoid arthritis.