Therefore, reduced inflammation, increased insulin sensitivity, up-regulated BDNF, and suppressed apoptosis of neurons may be the critical molecular mechanisms for ameliorating obesity-induced cognitive decline during the process of body weight loss. This evidence concerns the gene BDNF and obesity due to melanocortin 4 receptor deficiency.