Similar to animal studies with deletion of the GIPR gene that exhibit protection toward obesity (53), early genome-wide association studies (GWAS) in humans have revealed the GIPR gene to be associated with BMI (103). This evidence concerns the gene GIPR and obesity due to melanocortin 4 receptor deficiency.