As for the case of the adjusted Cox regression (adjustment for age, gender and obesity, obesity was adjusted for age and gender only), the same variables remained significant except GMCSF and IL-15 (Table 5). This evidence concerns the gene IL15 and obesity due to melanocortin 4 receptor deficiency.