In summary, anti-inflammatory CLCN3 signaling and high levels of Parabacteroides merdae combined with anti-oncogenic TGF-β/CLIC4 signaling exhibited an anti-tumor effect. The gene discussed is TGFB1; the disease is neoplasm.