The accumulation of toxic elements is a serious concern for individuals receiving hemodialysis, as it can lead to several medical complications, including osteomalacia, low parathyroid hormone levels, anemia, increased erythropoietin requirements, dialysis-induced encephalopathy, and higher mortality rates [5]. Here, EPO is linked to anemia (phenotype).