A significantly enhanced CPT-II protein in the HFD + OC group indicates that promoted fatty acid β-oxidation may be the primary mechanism of an orange carrot-rich diet that prevented HFD-induced NAFLD development. This evidence concerns the gene CPT2 and metabolic dysfunction-associated steatotic liver disease.