We examined whether exposure to low-dose PFOA and GenX induces metabolic disturbances in mice, including NAFLD, dyslipidemia, and glucose tolerance, and studied the involvement of PPARα. The gene discussed is PPARA; the disease is metabolic dysfunction-associated steatotic liver disease.