There was some discussion about this on HN recently. Supposedly something to do with less blood going to the bowels during prolonged exercise. Apparently the risk was largest in people who ran 5+ marathons.
My understanding is that exercise lowers chronic inflammation. Basically, you trade off acute inflammation during the exercise itself for less inflammation when you're not exercising. But, maybe long distance running is too long or something.