The rare protein-truncating variants (PTVs) detected in BSN and APBA1 have larger effects than other previously reported ExWAS genes10, and our findings collectively suggest emerging roles for neurodevelopment, neurogenesis and altered neuronal oxidative phosphorylation in the etiology of obesity. Here, BSN is linked to obesity due to melanocortin 4 receptor deficiency.