EPO and chronic kidney disease: Most specifically, erythropoietin, which is a hormone critical for stimulating RBC production in the bone marrow, is produced insufficiently by the kidneys in advanced CKD, resulting in a diminished and irregular production of RBCs, smaller RBCs, and thus an increased RDW [56].