The Genome-wide Association Studies (GWAS) have provided strong supports for the associations of genetic variations in the MTNR1B locus with FPG, glucose level, insulin secretion and type 2 diabetes [11]–[19]. The gene discussed is MTNR1B; the disease is type 2 diabetes mellitus.