Finally, we found that levels of RA SF CXCL12, CXCL13 and CCL19 were positively correlated with the proportion of CD19+CD24hiCD27+ B cells in RA SF (Fig. 2h–j). Here, CXCL13 is linked to rheumatoid arthritis.