On the other hand, genes harboring both synonymous and missense variants were only negatively associated with the risk of obesity, such as cytochrome c oxidase I (MT-CO1) and non-coding variants, tRNA cysteine (MT-TC), and tRNA threonine (MT-TT). Here, MT-CO1 is linked to obesity due to melanocortin 4 receptor deficiency.