The effect of the functional polymorphism R125W polymorphism in TBC1 domain family member 1 (TBC1D1) gene on severe obesity risk was restricted to females in French and US populations [92, 93]. Here, TBC1D1 is linked to obesity due to melanocortin 4 receptor deficiency.