Compositions of a modulator of cell metabolism, typically targeting cellular glycolysis, preferably with a targeting moiety, attached directly or indirectly to the inhibitor, or to a nanoparticle or other delivery vehicle thereof, and methods of use for treating cancer, proliferative disorders, neurodegenerative diseases, autoimmune disorders, or inflammatory diseases are provided. Pharmaceutical compositions including the targeted modulator and a pharmaceutically acceptable carrier are also provided. The pharmaceutical compositions can be administered to a subject in need thereof in an effective amount to reduce one or symptoms of the cancer, proliferative disorders, neurodegenerative diseases, autoimmune disorders, or inflammatory diseases alone or prior to or in conjunction with a further therapy such as radiotherapy.