These consistent findings across an array of cardiovascular risk factors in dialysis patients support the more inclusive term ???reverse epidemiology.??? Reverse epidemiology has also been observed in heart failure patients, elderly persons, and patients with advanced malignancies, AIDS, and other chronic diseases.