For the conclusion ‘RA’, the rules concerning the ‘high’ expression of the genes STAT1, GBP1, PLCG2, CSF2RB, and STK10 were highly ranked in pruned rule sets from different study groups. Here, PLCG2 is linked to rheumatoid arthritis.