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). This evidence concerns the gene PER3 and metabolic syndrome.