Interestingly, more co-occurrences between mutations were demonstrated in obesity group compared with normal group (APC and KRAS, PIK3CA and KRAS, etc.)Finally, we investigated the copy number variation (CNV) in two group. Here, KRAS is linked to obesity due to melanocortin 4 receptor deficiency.