The primary objectives of this study were to evaluate transfusion rates and patterns of Hb drop following THA and TKA, and to identify specific pre-operative and intraoperative risk factors predictive of significant post-operative anaemia needing intervention. The gene discussed is GSTM1; the disease is anemia.