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. The gene discussed is IL1B; the disease is metabolic dysfunction-associated steatotic liver disease.