I don't see any reason why you shouldn't train on the track - although it might be a bit dull trying to do, say 10 miles, on one. And, of course, tracks are ideal for speedwork.
I suggest that if you are running significant distances on the track you should change direction every now and again (running clockwise as well as the conventional anti-clockwise) so that you balance the strain on your body.