Black tea without milk or sugar contains no calories. Black tea also contains tannin and the caffeine. There is a connection between blood-cholesterol-lowering (BCL) and drinking black tea. According to a 2001 Boston University study, there is a relationship between a more drinking black tea and a decrease in a kind of cardiovascular disease.