After analyzing the characteristics of our cohort, we concluded that, compared with the group of patients who did not require transfusion, higher ISS staging, lower Hb and Plt levels, and renal dysfunction in blood transfusion group led to the requirement for blood transfusion and the lower PFS. This evidence concerns the gene GSTM1 and Abnormal renal physiology.