Because cognitive decline is found in females and downregulated DEGs were linked with sterol metabolic and biosynthesis process, we next examined differential metabolites between Ctrl shRNA and Cntnap4 shRNA by metabolomic analysis. The gene discussed is CNTNAP4; the disease is Mental deterioration.