AGRP and obesity due to melanocortin 4 receptor deficiency: Taken together, bidirectional manipulations of neurons of the melanocortin pathway (POMC, AgRP, and MC4R neurons) result in severe obesity as predicted while they fail to achieve the expected obesity prevention and reversal phenotypes.