Pathway enrichment analysis showed ribosome, fatty acid metabolism and PPAR signalling pathway had the same change trend with oligodendrocyte development and myelination which significantly reduces in the VPA‐induced autism model and increase after AVP treatment. The gene discussed is PPARA; the disease is autism.