Cellular iron is inseparably related with the proper functionalities of mitochondria for its potential to readily donate and accept electrons. Though promising, the available endeavors of iron chelation antitumor therapies have tended to be adjuvant therapies. Herein, we conceptualized and fabricated an “iron-phagy” nanoparticle (Dp44mT@HTH) capable of inducing the absolute devastation of mitochondria via inhibiting the autophagy-removal of impaired ones for promoting cancer cell death. The Dp44mT@HTH with hyaluronic acid (HA) as hydrophilic shell can specifically target the highly expressed CD44 receptors on the surface of 4T1 tumor cells. After internalization and lysosomal escape, the nanoparticle disassembles in response to the reactive oxygen species (ROS), subsequently releasing the iron chelator Dp44mT and autophagy-inhibitory drug hydroxychloroquine (HCQ). Dp44mT can then seize cellular Fe2+ to trigger mitochondrial dysfunction via respiratory chain disturbance, while HCQ not only lessens Fe2+ intake, but also impedes fusions of autophagosomes and lysosomes. Consequentially, Dp44mT@HTH induces irreversible mitochondrial impairments, in this respect creating a substantial toxic stack state that induces apoptosis and cell death. Initiating from the perspective of endogenous substances, this strategy illuminates the promise of iron depletion therapy via irreversible mitochondrial damage induction for anticancer treatment.