The present study investigated the links between fasting individual olfactory functions and peripheral concentrations of ghrelin and leptin, two hormones highly involved in eating behaviour and previously used as biomarkers for obesity. This evidence concerns the gene GHRL and obesity due to melanocortin 4 receptor deficiency.