In summary, the identified DEPs have diverse biological functions that may influence the susceptibility to and perpetuation of the metabolic syndrome in individuals with obesity including inflammation, tissue remodeling, glucose and lipid metabolism, pancreatic function and insulin secretion. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.