Furthermore, differential marker expression analysis of this subset showed increased expression of CD38, HLA-DPA1 and GZMH at flare onset relative to DFR, strongly suggesting activation of these cells during RA flare processes (Supplementary Fig. 4A). Here, CD38 is linked to rheumatoid arthritis.