We also consistently identified multiple association signals of high effect in MC4R, which is a well-established monogenic obesity gene, through our discovery analysis, internal conditional analysis, and rare variant aggregate analysis. Here, MC4R is linked to obesity due to melanocortin 4 receptor deficiency.