I think you should just go for it.
I did a similar thing a couple of years ago, going from an entirely sedentary lifestyle to an 18 mile one way commute.

I do have a couple of recommendations:
1. Try the route at a weekend first.
2. If possible, commute once a week until your body acclimatises.