Nanoparticles include a core, a hydrophilic layer around the core, and one or more mitochondrial targeting moieties, and may optionally include one or more contrast agents or one or more therapeutic agents. For effective mitochondrial targeting the nanoparticles have a diameter of about 200 nm or less or have a zeta potential of about 0 mV or more.