Using the non-covariate analysis and Younden’s index, the optimum cut-off value among CKD participants for GDF-15 was 1030 pg/ml (at a sensitivity of 72.8% and specificity of 61.24%). This evidence concerns the gene GDF15 and chronic kidney disease.