The present invention relates to pharmaceutical compositions for the treatment of malignant tumors. Particularly those tumors that express EGFR and GM3 N-glycolyl ganglioside targets to enhance the therapeutic effect produced by separated therapies against these targets. The pharmaceutical compositions of the invention include antibodies and/or vaccines against each of the targets. Additionally the present invention relates to methods for applying the compositions of the invention.