A nanoparticulate composition is disclosed for the targeted therapeutic treatment of tumors. The stable self assembled nanocomposition according to the invention comprises (i) a carrier and targeting system comprising an optionally modified polyanion, and optionally a polycation, which may also be modified at least one targeting agent which is linked to either the polycation/modified polycation or the polyanion/modified polyanion, or both or to the surface of the nanoparticle (ii) an active compound selected from the group of docetaxel and its pharmaceutically acceptable salts and derivatives especially its hydrates, especially docetaxel trihydrate and docetaxel trihydrate monohydrochloride and optionally (iii) at least one complexing agent, a metal ion and a stabilizer/formulating agent, or a PEGylating agent. The present invention furthermore relates to a process for the preparation of the above-mentioned composition, the therapeutic uses thereof, and pharmaceutical compositions containing the nanocomposition according to the invention.