This study establishes metal-phenolic nanozymes as a dual-functional strategy that simultaneously triggers ROS overproduction to amplify tumor oxidative stress and disrupts fascin-mediated metastasis, thereby modulating tumor metabolic reprogramming. The gene discussed is FSCN1; the disease is neoplasm.