Finally, accumulating evidence also suggests a potential and independent association between PNPLA3 (patatin like phospholipase domain containing-3) rs738409, which is the most important polymorphism associated with NAFLD and its advanced forms [29], and kidney dysfunction [28]. The gene discussed is PNPLA3; the disease is metabolic dysfunction-associated steatotic liver disease.