Kidneys usually produce a hormone called erythropoietin, or EPO. EPO stimulates the bone marrow to produce red blood cells. Diseased kidneys often do not make enough EPO, so fewer red blood cells are made. EPO is commonly given to patients on dialysis to prevent anemia.