Positive correlations of increased Firmicutes and Proteobacteria with pro-inflammatory (IL-6, TNF-α, IL-1β, IL-18 and LPS) as well as metabolic indicators (TG, TC, AST and ALT), demonstrated that these pathogenic bacteria contributed to the progression of NAFLD. The gene discussed is TNF; the disease is metabolic dysfunction-associated steatotic liver disease.