Sequentially, we further obtained NAFLD-related hub genes including TNF, IL6, AKT1, IL1B, PPARG and PTGS2, which played important roles in NAFLD abnormal metabolic pathways, corresponding to the degree values of the PPI interaction network. Here, PTGS2 is linked to metabolic dysfunction-associated steatotic liver disease.