In obese participants, plasma ADCY3 levels and BMI were inversely correlated, which is in accordance with two recent population studies, identifying loss-of-function mutations within the ADCY3 gene are associated with severe obesity and T2D [20,30]. This evidence concerns the gene ADCY3 and obesity due to melanocortin 4 receptor deficiency.