At present, we have no treatments proven to help prevent CVD in those on dialysis. For the general population, we know about many factors that increase the risk of CVD, such as having a high level of "bad" cholesterol. But for people on dialysis, we believe that there are other risk factors that are just as important in the development of CVD.