All together population-based studies on functional polymorphisms of adiponectin have revealed that polymorphisms in adiponectin is highly variable in different populations and its dependence to NAFLD risk and severity is environmental and population depended. Here, ADIPOQ is linked to metabolic dysfunction-associated steatotic liver disease.