MC4R and obesity due to melanocortin 4 receptor deficiency: For example, obesity risk alleles in MC4R were shown to be associated with an increased caloric intake and a higher percentage of calories from fat [10]; SH2B1 obesity risk alleles were linked to increased fat intake [11].