Notable, MTNR1B gene showed a more prominent association with clusters related to metabolic diseases, including glucose metabolism, compared to related genes such as MTNR1A or RORA (Lyssenko et al., 2009). This evidence concerns the gene MTNR1A and metabolic disease.