To further assess the possible implication of these strong candidate genes (GRIK1, GRM7, GRPR and SLCO4C1), we determined the co-expression patterns between them and 15 well-defined genes from the leptin-melanocortin pathway previously related to obesity. Here, SLCO4C1 is linked to obesity due to melanocortin 4 receptor deficiency.