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Evans HG, Murphy MF, Foy R, Dhiman P, Green L, Kotze A, von Neree L, Palmer AJ, Robinson SE, Shah A, Tomini F, Trompeter S, Warnakulasuriya S, Wong WK, Stanworth SJ. Harnessing the potential of data-driven strategies to optimise transfusion practice. Br J Haematol 2024; 204:74-85. [PMID: 37964471 DOI: 10.1111/bjh.19158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Revised: 09/24/2023] [Accepted: 10/03/2023] [Indexed: 11/16/2023]
Abstract
No one doubts the significant variation in the practice of transfusion medicine. Common examples are the variability in transfusion thresholds and the use of tranexamic acid for surgery with likely high blood loss despite evidence-based standards. There is a long history of applying different strategies to address this variation, including education, clinical guidelines, audit and feedback, but the effectiveness and cost-effectiveness of these initiatives remains unclear. Advances in computerised decision support systems and the application of novel electronic capabilities offer alternative approaches to improving transfusion practice. In England, the National Institute for Health and Care Research funded a Blood and Transplant Research Unit (BTRU) programme focussing on 'A data-enabled programme of research to improve transfusion practices'. The overarching aim of the BTRU is to accelerate the development of data-driven methods to optimise the use of blood and transfusion alternatives, and to integrate them within routine practice to improve patient outcomes. One particular area of focus is implementation science to address variation in practice.
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Affiliation(s)
- H G Evans
- NIHR Blood and Transplant Research Unit in Data Driven Transfusion Practice, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - M F Murphy
- NIHR Blood and Transplant Research Unit in Data Driven Transfusion Practice, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
- Oxford University Hospitals NHS Foundation Trust, John Radcliffe Hospital, Oxford, UK
- NHS Blood and Transplant, John Radcliffe Hospital, Oxford, UK
| | - R Foy
- Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - P Dhiman
- Centre for Statistics in Medicine, Botnar Research Centre, Oxford, UK
| | - L Green
- Blizard Institute, Queen Mary University of London, London, UK
- Barts Health NHS Trust, London, UK
- NHS Blood and Transplant, London, UK
| | - A Kotze
- Leeds Teaching Hospitals, Leeds, UK
| | - L von Neree
- University College London Hospitals NHS Foundation Trust, London, UK
| | - A J Palmer
- Nuffield Orthopaedic Centre, Oxford University NHS Foundation Trust, Oxford, UK
| | - S E Robinson
- Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - A Shah
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - F Tomini
- Queen Mary University of London, London, UK
| | - S Trompeter
- University College London Hospitals NHS Foundation Trust, London, UK
- University College London, London, UK
| | - S Warnakulasuriya
- University College London Hospitals NHS Foundation Trust, London, UK
- University College London, London, UK
| | - W K Wong
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - S J Stanworth
- NIHR Blood and Transplant Research Unit in Data Driven Transfusion Practice, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
- Oxford University Hospitals NHS Foundation Trust, John Radcliffe Hospital, Oxford, UK
- NHS Blood and Transplant, John Radcliffe Hospital, Oxford, UK
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Kloka JA, Friedrichson B, Jasny T, Old O, Piekarski F, Zacharowski K, Neef V. Anemia, red blood cell transfusion and administration of blood products in obstetrics: a nationwide analysis of more than 6 million cases from 2011-2020. BLOOD TRANSFUSION = TRASFUSIONE DEL SANGUE 2024; 22:37-45. [PMID: 37847205 PMCID: PMC10812898 DOI: 10.2450/bloodtransfus.528] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Accepted: 07/06/2023] [Indexed: 10/18/2023]
Abstract
BACKGROUND The prevalence of anemia is high, especially in obstetrics. There is large evidence, that anemia during pregnancy is associated with increased maternal morbidity and mortality. Anemia and peripartum hemorrhage remain the main causes for transfusion of red blood cells (RBC). Patient Blood Management (PBM) reduces the need for RBC transfusion significantly. The present study retrospectively analyzed the impact and prevalence of anemia and RBC transfusion on pregnant women. MATERIALS AND METHODS Data were retrieved from the German Statistical Office on pregnant women who delivered in hospital between January 1st 2011 and December 31st 2020. The prevalence of anemia, peripartum hemorrhage, comorbidities, administration of blood products and complications were analyzed. RESULTS A total of 6,356,046 pregnant women were analyzed of whom 78,257 (1.23%) received RBC transfusion (RBC transfusion group) and 6,277,789 (98.77%) did not receive RBC transfusion (non-RBC transfusion group). In all women analyzed anemia rate was 23.74%. The rates of anemia during pregnancy (70.39 vs 23.15%; p<0.0001), postpartum hemorrhage (41.42 vs 4.35%; p<0.0001), hospital length of stay (127.5 vs 87.08 hours; p<0.0001) and single complications were higher in women with RBC transfusion compared to women without RBC transfusion. DISCUSSION The prevalence of anemia and the increased risk for RBC transfusion show that there is great potential for effective implementation of PBM in obstetrics. The treatment of anemia during pregnancy and reduction of RBC transfusions will decrease maternal morbidity and mortality.
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Affiliation(s)
- Jan A Kloka
- Goethe University Frankfurt, University Hospital, Department of Anesthesiology, Intensive Care Medicine and Pain Therapy, Frankfurt, Germany
| | - Benjamin Friedrichson
- Goethe University Frankfurt, University Hospital, Department of Anesthesiology, Intensive Care Medicine and Pain Therapy, Frankfurt, Germany
| | - Thomas Jasny
- Goethe University Frankfurt, University Hospital, Department of Anesthesiology, Intensive Care Medicine and Pain Therapy, Frankfurt, Germany
| | - Oliver Old
- Goethe University Frankfurt, University Hospital, Department of Anesthesiology, Intensive Care Medicine and Pain Therapy, Frankfurt, Germany
| | - Florian Piekarski
- Goethe University Frankfurt, University Hospital, Department of Anesthesiology, Intensive Care Medicine and Pain Therapy, Frankfurt, Germany
| | - Kai Zacharowski
- Goethe University Frankfurt, University Hospital, Department of Anesthesiology, Intensive Care Medicine and Pain Therapy, Frankfurt, Germany
| | - Vanessa Neef
- Goethe University Frankfurt, University Hospital, Department of Anesthesiology, Intensive Care Medicine and Pain Therapy, Frankfurt, Germany
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