A total of 10 shared co-expressed partners were identified in the analysis between our 4 novel strongest candidate genes (GRIK1, GRM7, GRPR and SLCO4C1) and the set of 15 obesity-related genes described in the literature. Here, GRPR is linked to obesity due to melanocortin 4 receptor deficiency.