Results document an integrative role for ME1 in development of female obesity, suggest novel linkages with specific pathways/genes, and further support the therapeutic targeting of ME1 for obesity, diabetes, and fatty liver disease. Here, ME1 is linked to obesity due to melanocortin 4 receptor deficiency.