This article frames the same study differently. It more as "high calorie and processed" food. I think lots of people understand that fat is not the problem (but one of the three macronutrients we all need).
http://www.reuters.com/article/idUSTRE62R23O20100328

Here is an awesome/quick/new fat article. Granted, those runners are certainly not eating tons of processed junk.
http://triathletefood.com/?p=5475