A nanoparticulate composition is disclosed for the targeted therapeutic treatment of tumours. 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) paclitaxel as active compound and optionally (iii) at least one complexing agent, a metal ion and a stabilizer/formulating agent or a PEGylating agent. The 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.