A composition comprises an anti-nucleolin agent conjugated to nanoparticles. The nanoparticles are non-magnetic, not iron oxide and not polyacrylamide. Furthermore, a pharmaceutical composition for treating cancer comprises a composition including an anti-nucleolin agent conjugated to nanoparticles, and a pharmaceutically acceptable carrier.