The association between HLA-B*35:03 and early-stage breast cancer showed the largest effect size after additional adjustments for study and breast cancer risk factors (OR = 0.60, P = 0.040) (Supplementary Table 6). The gene discussed is HLA-B; the disease is breast cancer.