Other biological mechanisms, such as neuroendocrine changes in the leptin-melanocortin pathway and overlapping genetic variation (e.g., OLFM4 and NEGR1), could also explain the correlation between obesity and depression. This evidence concerns the gene NEGR1 and obesity due to melanocortin 4 receptor deficiency.