Metabolomic profiling of obese versus lean humans has also recently indicated that BCAA concentrations are increased in obesity in the context of high fat consumption [19], which may be correlated with decreased PPARδ activity. This evidence concerns the gene PPARD and obesity due to melanocortin 4 receptor deficiency.