I used to have one - lasted many many years - I only ever cut out leggy stems and new growth seemed to appear from the base. I pruned in summer to prevent rot getting into the stems, but I think it's one of those plants that has a limited lifespan, allbeit of ten to fifteen years.
I'm sure someone else knows the official answer!