Abstract: The present invention provides a fusion protein comprising a fusion protein for delivery of a desired molecule into cells or nuclei, comprising i) a cold shock domain and the homologue or the functional equivalent derivatives thereof and ii) a membrane translocation sequence or the functional equivalent peptides and/or derivatives thereof. The fusion protein is used as a vector for nucleic acids delivery in vitro and particularly in vivo for gene therapy and the production of transgenic animal.