This “diet-microbiota-metabolite-immune” axis unifies diverse dietary strategies, as each intervention modulates microbial flux toward metabolites that activate conserved anti-tumor pathways (e.g., HDAC inhibition, AhR signaling, STING activation) while mitigating metabolite-driven immunosuppression. Here, HDAC9 is linked to neoplasm.