The increasing GDF-15 level was determined by a decrease in the hepcidin level as well as by anemia and renal dysfunction, and the decreasing hepcidin level was determined by a decrease in stored iron and a decrease in serum albumin level. This evidence concerns the gene ALB and anemia.