With the cut-off point for P-value at 0.05 using permutation test, three SNPs including rs11133373 and rs3749474 in the CLOCK gene, and rs2119882 in the MTNR1A gene have a statistically significant association with breast cancer (Supplementary Table 2 and Table 2). The gene discussed is MTNR1A; the disease is breast cancer.