Based on a database search, this is the first study to demonstrate the relationship between the CMTM7 rs347134 polymorphism and obesity, dietary patterns, sleep duration, as well as the interaction between this SNP and particular dietary patterns. Here, CMTM7 is linked to obesity due to melanocortin 4 receptor deficiency.