Our sub-analysis suggests that GDF can predict AID and ID anaemia in more than 80% of cases among patients with early CKD (stage I-III), but was not shown to predict AID nor ID among participants with late stage kidney disease (Stages IV/V). This evidence concerns the gene PAEP and anemia.