MC4R and Obesity: Genome-wide association studies (GWASs) in Caucasians and other ethnic groups have identified common non-coding variants near MC4R that are reproducibly associated with fat mass, body weight and risk of obesity (Loos et al. 2008; Willer et al. 2009; Speliotes et al. 2010).