Nanoparticles comprising a metal oxide and a platinum cluster having a height to base ratio greater than 1 and compositions containing the same are disclosed. Methods of using the nanoparticles in producing hydroxyl radicals and in photodynamic therapy, for example, in the treatment of hyperproliferative disease such cancer, are also disclosed.