Treatment with adenoviruses associated with the wild-type sequence of the IDUA gene (AAV-IDUA) in a canine model with MPS I has been shown to produce a significant therapeutic effect by inducing a phenotypic correction in the corneal stroma. Here, IDUA is linked to Scheie syndrome.