To determine if homozygous carriage of a loss-of-function (LoF) mutation in MC3R causes monogenic obesity in humans, we searched for further individuals homozygous for potential LoF mutations in three exome cohorts enriched for consanguinity. Here, MC3R is linked to obesity due to melanocortin 4 receptor deficiency.