No study thus far has assessed the respective impacts of elementary histological features (steatosis, NASH inflammatory activity, and fibrosis) adjusted according to T2DM and obesity on serum haptoglobin. The gene discussed is HP; the disease is obesity due to melanocortin 4 receptor deficiency.