The invention provides a fusion protein comprising (a) a first protein comprising a polypeptide which specifically binds to Annexin A1 and (b) a second protein comprising a polypeptide which induces a cytotoxic activity of a cytotoxic lymphocyte, pharmaceutical compositions comprising the fusion protein, and methods of treating or preventing cancer by administering the pharmaceutical compositions.