Traditional metabolic inhibitors have limited clinical efficacy, with issues such as narrow window periods, and compensatory effects. These barriers indicate that effective metabolic therapy requires spatially restricted, temporally coordinated, cell-context-aware, and clinically stratifiable intervention. This review...