The present invention relates to targeting peptides and more specifically peptides that target heart and various tumors as well as to their use for targeting. The present invention also provides a composition comprising at least one therapeutic agent and at least one peptide of the invention or, alternatively, a nucleic acid molecule encoding such a peptide as well as its use for the preparation of a drug intended for gene transfer.