By demonstrating that GoF β-arrestin-biased MC4R alleles in the population are associated with up to a 50% lower risk of obesity and type 2 diabetes, our studies demonstrate that naturally occurring genetic variants in a GPCR can be used to characterize the physiological consequences of biased signaling in humans. This evidence concerns the gene MC4R and obesity disorder.