Some SNPs in six immunological genes, BTLA, ITGAL, CTLA4, ICOS, PDCD1, and VTCN1 were reported as breast cancer risk mutations in previous studies [22–27] (Supplementary Table S6). Here, CTLA4 is linked to breast cancer.