Prostate cancer has become one of the most threatening malignant tumors in men, leading to an imperative need to develop effective and safe therapies. Because of the unique metabolism of tumor cells, the tumor microenvironment (TME) exhibits distinctive properties compared with normal tissues, among which the pH difference has been utilized as an ideal antitumor strategy. Herein, we introduce a reactive oxygen species (ROS)-controlled-release nanosystem with TME-responsiveness by applying hollow mesoporous silica nanoparticles (HMSNs) as carriers loaded with calcium peroxide (CaO) and coated with polyacrylic acid (PAA) to construct the functional material CaO@HMSNs-PAA. The differences in pH values and exogenous ROS scavenging abilities between the tumor tissue and normal tissues and the dual pH-responsiveness from CaO and PAA lay a scientific foundation for the application of CaO@HMSNs-PAA in the tumor-selective therapy for prostate cancer. The morphology and the structure of the nanosystem were characterized by the transmission electron microscope, scanning electron microscope, energy-dispersive X-ray spectroscopy, Fourier transform infrared spectroscopy, zeta potential, dynamic light scattering measurement, low-angle X-ray diffraction patterns and nitrogen adsorption/desorption isotherm. The CaO loading capacity and release profiles in different buffer solutions were determined by inductively coupled plasma-mass spectrometry. The intracellular uptake of CaO@HMSNs-PAA was explored on the PC-3 prostate cancer cell line confocal laser scanning microscopy. The CCK-8 cell proliferation assay was conducted to evaluate the cytotoxicity of CaO@HMSNs-PAA against PC-3 cells. ROS produced by CaO@HMSNs-PAA was observed by a fluorescence microscope. The flow cytometry was utilized to analyze the apoptosis of PC-3 cells induced by CaO@HMSNs-PAA. The Western blot analysis was performed to detect expressions of critical mitochondria-mediated apoptosis markers in PC-3 cells after incubation with CaO@HMSNs-PAA. The biosafety and antitumor efficacy were evaluated out on BALB/c mice and BALB/c nude mice subcutaneously transplanted with PC-3 cells, respectively. Comprehensive characterizations indicated the successful synthesis of CaO@HMSNs-PAA with significant TME-responsiveness. The experimental results demonstrated that the well-developed nanocarrier could efficiently deliver CaO to the tumor site and release ROS in response to the decreased pH value of TME, exerting ideal antitumor effects both and by activating the mitochondria-mediated apoptosis pathway. Simultaneously, this nanoplatform caused no detectable damage to normal tissues. After loading into the above nanocomposite, the free CaO without a significant antitumor effect can exert excellent antitumor efficacy by responsively releasing ROS under the acidic TME to induce the mitochondria-mediated apoptosis remarkable oxidative stress and simultaneously minimize damages to normal tissues. The current study presents a new concept of "efficacy-shaping nanomedicine" for the tumor-selective treatment of prostate cancer.