We have also observed similar findings in this study, whereby TNF-α, IL-6, IL-8, MIF and PIA-1 were significantly associated with OSA was independent of the degree of obesity. This evidence concerns the gene TNF and obesity due to melanocortin 4 receptor deficiency.