Using BMI instead of WC (Supplementary Figure S4, available as Supplementary data at IJE online) to operationalize obesity as well as additional adjustment for parathyroid hormone (Supplementary Table S7, available as Supplementary data at IJE online) resulted in only marginal changes in the effect estimates. This evidence concerns the gene PTH and obesity due to melanocortin 4 receptor deficiency.