EPO and chronic kidney disease: Relevant studies indicate that micro-inflammation and oxidative stress are the main causes of EPO resistance in CKD patients (75), and it has been found that those with higher levels of NLR and PLR have a higher risk of EPO resistance in dialysis (76).