We identified several risk factors for preoperative anemia, including advanced age, administration of neoadjuvant chemotherapy, a higher tumor stage at TURBT (≥pT2), and lower Hb levels before TURBT. The gene discussed is GSTM1; the disease is anemia (phenotype).