In regards to naïve B-cell populations, previous studies have shown that new-onset and very early RA patients had an increased frequency of naïve (IgD+CD27−) B cells and lower levels of unswitched (IgD+CD27+) cells, supporting a distortion in naïve or transitional B-cell populations45,46. This evidence concerns the gene CD27 and rheumatoid arthritis.