This result may be attributed to the heterogeneity of obesity associated with eating behaviors, genetic factors, or insulin resistance (Brownell and Wadden, 1991; McLaughlin, 2012). This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.