Apart from the consensus classification of the metabolic and obesity phenotypes utilised in this study, others have found strong association of systemic inflammation (measured by hs-CRP) and insulin resistance (HOMA-IR) in the development of metabolic syndrome [7]. This evidence concerns the gene CRP and obesity due to melanocortin 4 receptor deficiency.