Our data demonstrated a significant positive correlation between the frequency of CD4+PD-1+T cells and RA disease activity (anti-CCP and ESR), plasmablasts, the senescent B-cell subpopulations (double negative B cells, DN B cells), Th1 cells, and Th17 cells (Fig. 3A). Here, PDCD1 is linked to rheumatoid arthritis.