Nanomaterials are emerging versatile platforms for therapeutic delivery, as they offer precise control over drug, antioxidant, and genetic payload transport across biological barriers. Inorganic, organic, hybrid, and biomimetic systems are the major classes of nanomaterials, which all have different physicochemical properties such as size, surface charge, and surface functionalization. These properties collectively influence stability, biodistribution, cellular uptake, and release kinetics. Engi