Concordantly, MR analysis revealed higher expression of APEH to be negatively associated with the risk for obesity, immature reticulocyte count and positively with CNS/lifestyle traits associated with higher cognition (Supplementary Data 7). This evidence concerns the gene APEH and obesity due to melanocortin 4 receptor deficiency.