The associations between heart rate and body temperature remained significant irrespective of the obesity marker considered; the association between insulin levels and body temperature remained significant in both genders, while the association between hs-CRP and body temperature was only significant in men (supplementary table 2). This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.