However, these associations could be influenced by reverse causation, confounding factors, or selection bias; thus, whether GDF-15 plays a causal role in NAFLD development is unknown and warrants investigation. The gene discussed is GDF15; the disease is metabolic dysfunction-associated steatotic liver disease.