Interestingly, FGF21 overexpression partially restored the expression of PPARα and its target genes, Acox1, Hmgcs2 and Cpt1a in Creb3l3−/− mice (Supplementary Fig. 4B,C), which might have helped to improve the hepatic steatosis. Here, PPARA is linked to fatty liver disease.