Although caffeine is often cast as a villain, the stimulant is not to blame for unfiltered coffee's effect on cholesterol levels. According to Klag, the increase in cholesterol is believed to be caused by oils called terpenes that are found in coffee, but are mostly removed by filters.read more >>