CD40-enriched IL-1B+CCL20+ and SPP1+MT2A+ macrophages, in synovial tissue, are also a signature present early in disease consistent with two previously published early RA datasets as well as our own cohort (45, 51). Here, SPP1 is linked to rheumatoid arthritis.