PTPN22 and rheumatoid arthritis: For the NARAC data, Armitage trend test reveals none of the SNPs in significant association with RA using Bonferroni correction (Table 2), but the results of PCA-BCIT with strategies 2 and 3 show that the first PC extracted in region of PTPN22 is significantly associated with RA.