The present invention provides cancer treatment preparations of excellent targetability. The sugar chain-modified liposomes of the present invention, which contain an aromatase inhibitor, anti-androgenic agent, lyase inhibitor, GnRH agonist, GnRH antagonist, anti-angiogenic agent, tyrosine kinase inhibitor, serine-threonine kinase inhibitor, antibody having an anticancer activity, ansamitocin, capecitabine, celmoleukin, docetaxel hydrate, gemcitabine hydrochloride, oxaliplatin, prednisolone, tegafur-uracil mixtures, zinostatin stimalamer or arsenic trioxide may be used as cancer treatment preparations having an excellent targetability.