Using single cell whole transcriptome and TCR sequencing, we identified 7 distinct subpopulations of CD8+ T cells in ACPA+ RA, including naïve/memory as well as GZMB or GZMK expressing subpopulations. Here, GZMB is linked to rheumatoid arthritis.