A University of Wisconsin study of 14 students found that two energy drink ingredients, caffeine and taurine, didn’t improve short-term memory but led to slower heart rates and higher blood pressure. Since some energy drink ingredients generally speed up heart rates, the researchers could only speculate on the cause.