PNPLA3 and obesity due to melanocortin 4 receptor deficiency: The association between the PNPLA3 G allele and liver fat contact in the non-obese population is significant because it is independent of insulin resistance and other metabolic comorbidities such as obesity and dyslipidemia (60).