Histopathological analysis revealed that AAV-mediated PTRF knockdown could alleviate the increased co-expression of PTRF with CD31/or α-SMA located around small vessels in liver tissues in NAFLD + CIA rats. The gene discussed is PECAM1; the disease is metabolic dysfunction-associated steatotic liver disease.