Erythropoiesis-Stimulating Agents [ESA] hyporesponsiveness is related to poor renal outcome in management of renal anemia; however, it is difficult to predict which patients will be hyporesponsive. We previously reported on the RADIANCE-CKD study, a multicenter, open-label, randomized controlled study to evaluate renal outcome by different target hemoglobin [Hb] levels using epoetin beta pegol [CERA] in pre-dialysis CKD patients with poor response to ESA (ASN 2018). The aim of the present study was to predict the patients with ESA hyporesponsiveness among pre-dialysis CKD patients.