In line with the mass cytometry experiments, we observed a significantly lower frequency of circulating IgA+ B cells in ACPA+ RA among class-switched cells compared to the controls (Fig. 3A; 42% vs 45% of class-switched, p < 0.0001). Here, PRTN3 is linked to rheumatoid arthritis.