The predictive value of GDF-15 and hepcidin for diagnosing IDA among CKD participants was 77.27% (95%CI: 71.98–82.56%) and 77.01% (95%CI: 71.64–82.38%), respectively (Table 3, Fig. 1a). This evidence concerns the gene HAMP and chronic kidney disease.