In that study, multivariate logistic regression analysis found that Hb (β=-0.34), GDF-15 (β=-0.3), and hepcidin (β=-0.26) were predictors of anemia in patients with CKD [26]. This evidence concerns the gene HAMP and chronic kidney disease.