In order to address these gaps, we isolated CD4+/CD8+ PD-1+/− cell populations from the peripheral blood of early RA patients by fluorescence activated cell sorting (FACS) and investigated their genetic profiles by RNA sequencing (RNAseq). Here, CD8A is linked to rheumatoid arthritis.