The SREBF1 gene is associated with obesity, type 2 diabetes and insulin sensitivity, and the gene ABCG1 is involved in cholesterol and phospholipids transport. This evidence concerns the gene ABCG1 and obesity due to melanocortin 4 receptor deficiency.