It can be seen that specific knockout of Notch-1 can inhibit lipid synthesis and inflammatory factors by promoting SHP2 phosphorylation, thus protecting mice against NAFLD. The gene discussed is PTPN11; the disease is metabolic dysfunction-associated steatotic liver disease.