The present invention relates to a peptide vaccine composition OSE-2101 for treatment of brain metastasis in HLA-A2 positive patients, which comprises the peptides RLLQETELV (SEQ ID No 1), YLQLVFGIEV (SEQ ID No 2), LLTFWNPPV (SEQ ID No 3), KVFGSLAFV (SEQ ID No 4), KLBPVQLWV (SEQ ID No 5, with B indicating α-aminoisobutyric acid), SMPPPGTRV (SEQ ID No 6), IMIGHLVGV (SEQ ID No 7), KVAEIVHFL (SEQ ID No 8), YLSGADLNL (SEQ ID No 9), aKXVAAWTLKAAa (SEQ ID No 10, with X and a respectively indicating cyclohexylalanine and d-alanine).