We here studied how PLIN5 affects NAFLD development induced by a 30-week high-fat diet (HFD) administration in wild type and PLIN5 knock out (Plin5−/−) mice. The gene discussed is PLIN5; the disease is metabolic dysfunction-associated steatotic liver disease.