Interestingly, an analysis of individual SNPs, in which association with RA was confirmed such as in PADI4, PTPN22, STAT4 or IRF5, were also found in the multiparametric LDA model suggesting that these genes represent independent risk factors for RA. Here, STAT4 is linked to rheumatoid arthritis.