TT open, turn play on 3578?

I think that it would be better if you bet to about 1/2 pot on the turn, because you still had the highest pair. With checking the turn you give them an opportunity to make better hand than yours.
However, about your move that you've made on the turn, I think that you have no other option than to go check on the river.