The invention provides for nucleotide sequences encoding for a chimeric sulfatase, viral vectors expressing such sequences for gene therapy and pharmaceutical uses of the chimeric expressed protein. The invention is particularly applied in the therapy of mucopolysaccharidosis, preferably type IIIA.