If you are doing a tall cake, I would put the dowel through all the tiers. It will leave a small hole on top, which you can cover with a little piece of fondant, or in most cases with a topper. I always tell my clients that in order to make the cake sturdy, this is necessary.
DJ - Fun Fiesta Cakes
