As shown in Table 1, the database analysis revealed that TIMP1, STING1, COL1A1, IGFBP7, PTGDS, COL1A2, COL3A1, THY1 have been reported to be related to NAFLD. The gene discussed is COL1A1; the disease is metabolic dysfunction-associated steatotic liver disease.