Given the known association between NAFLD and insulin resistance and obesity, we also tested for an association of PNPLA3 rs139051 polymorphisms with FPG, plasma lipids and BMI. The gene discussed is PNPLA3; the disease is obesity due to melanocortin 4 receptor deficiency.