The most prominent and ubiquitous characteristic of children identified with biallelic (likely) pathogenic variants in LEP, LEPR, and MC4R genes was the onset of severe obesity and hyperphagia at a very young age—they lacked satiety and were constantly in demand of food. This evidence concerns the gene LEP and obesity due to melanocortin 4 receptor deficiency.