Although the behavior of AChE in obesity has not always been consistent according to some studies and it seems to be dependent on the brain structure under study [110], there is a clear impact of diet-induced obesity on the brain functions regulated by the cholinergic system. This evidence concerns the gene ACHE and obesity due to melanocortin 4 receptor deficiency.