This study is the first to show that TET1 can activate PPARα, promote fatty acid oxidation and inhibit NAFLD progression by hydroxymethylation of PPARα promoter, which may be a new strategy to reverse NAFLD. Here, PPARA is linked to metabolic dysfunction-associated steatotic liver disease.