EPO and anemia (phenotype): The etiology of anemia in CKD patients is intricate and multifactorial; however, inadequate production of erythropoietin alpha (EPO) by the failing kidneys stands as the predominant cause, resulting in disproportionately low levels of circulating EPO relative to the severity of anemia [9].