The integrated diagnostic model, combining key microbial taxa(including Stenotrophomonas) from oral and fecal sources with alpha-fetoprotein (AFP), significantly improves HCC discrimination accuracy (AUC = 0.9811), outperforming standalone microbial models or AFP-based biomarkers (22). The gene discussed is AFP; the disease is hepatocellular carcinoma.