Therefore, we further identified five key SNPs in five circadian clock genes such as ARNTL, GSK3B, PER3, RORA, and RORB to assess gene-gene and gene-environment interactions although the association with MetS did not remain significant after performing Bonferroni correction (P < 6 x 10−5). The gene discussed is BMAL1; the disease is metabolic syndrome.