We found that patients with longer operation time, lower preoperative hemoglobin, ASA Physical Status > 2, total hip arthroplasty, anemia, autotransfusion, lower preoperative fibrinogen, and lower preoperative albumin were significantly associated with increased transfusion risk. The gene discussed is ALB; the disease is anemia (phenotype).