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Bolliger D, Buser A, Tanaka KA. Outcomes, cost-effectiveness, and ethics in patient blood management. Curr Opin Anaesthesiol 2025; 38:151-156. [PMID: 39936937 DOI: 10.1097/aco.0000000000001466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/13/2025]
Abstract
PURPOSE OF THE REVIEW In this narrative review, we evaluate the recent evidence for benefits, cost-effectiveness, and ethical considerations of patient blood management (PBM) programs. RECENT FINDINGS PBM programs are able to reduce the amount of red blood cell transfusion by 20-40% and the risk of reoperation. Lower morbidity and mortality due to PBM implementation were only shown in retrospective studies with a before-and-after design but not in randomized controlled trials. PBM is very likely to be cost-effective when reduced blood transfusion can be accomplished through low-cost interventions, such as administration of oral iron or antifibrinolytics. Further, cost-efficacy can also be achieved by reducing postoperative morbidity and length of hospital stay. Of note, cost-efficacy of PBM interventions might be better in patients at high bleeding risk. Finally, aiming to improve patient's outcome while minimizing transfusion-induced complications, PBM seems highly ethical. SUMMARY PBM is an important concept as it promotes the rational use of allogeneic blood products and reduces transfusion and wastage of precious and limited blood products.
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Affiliation(s)
- Daniel Bolliger
- Clinic for Anaesthesia, Intermediate Care, Prehospital Emergency Medicine and Pain Therapy, University Hospital Basel, University of Basel
| | - Andreas Buser
- Regional Blood Transfusion Service, Swiss Red Cross
- Clinic of Haematology, University Hospital Basel, Basel, Switzerland
| | - Kenichi A Tanaka
- Department of Anesthesiology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
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Beverina I, Jericó C, Quintana-Díaz M. Implementing first pillar of PBM in the Emergency Area: a missed opportunity? BLOOD TRANSFUSION = TRASFUSIONE DEL SANGUE 2025; 23:50-54. [PMID: 39804753 PMCID: PMC11841948 DOI: 10.2450/bloodtransfus.984] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Subscribe] [Scholar Register] [Indexed: 01/16/2025]
Affiliation(s)
- Ivo Beverina
- Blood Transfusion Centre, ASST Valle Olona, Busto Arsizio, Italy
| | - Carlos Jericó
- Department of Internal Medicine, Complex Hospitalari Universitari Moisés Broggi, Consorci Sanitari Integral. Sant Joan Despí, Barcelona, Spain
| | - Manuel Quintana-Díaz
- PBM Group, Hospital La Paz Institute for Health Research (IdiPAZ), Madrid, Spain
- Department of Intensive Care Medicine, Hospital Universitario de La Paz, Madrid, Spain
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Bolliger D, Tanaka KA, Steiner LA. Patient blood management programmes: keeping the ball rolling. Br J Anaesth 2023; 131:426-428. [PMID: 37394325 DOI: 10.1016/j.bja.2023.06.031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 06/01/2023] [Accepted: 06/08/2023] [Indexed: 07/04/2023] Open
Abstract
Patient blood management programmes have been endorsed by the World Health Organization and multiple medical societies. It seems important to review the progress and results of patient blood management programmes so necessary modifications or new initiatives can be added to achieve their major goals. In this issue of the British Journal of Anaesthesia, Meybohm and colleagues show that a nationwide patient blood management programme had an impact and was potentially cost-effective in centres that previously utilised large amounts of allogeneic blood transfusions. Before implementing a programme, each institution might need to identify the area(s) of deficiency with respect to established patient blood management methods, which will warrant specific focus in subsequent clinical practice reviews.
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Affiliation(s)
- Daniel Bolliger
- Clinic for Anaesthesia, Intermediate Care, Prehospital Emergency Medicine and Pain Therapy, University Hospital Basel, University of Basel, Basel, Switzerland.
| | - Kenichi A Tanaka
- Department of Anesthesiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Luzius A Steiner
- Clinic for Anaesthesia, Intermediate Care, Prehospital Emergency Medicine and Pain Therapy, University Hospital Basel, University of Basel, Basel, Switzerland
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Connor JP, Destrampe E, Robbins D, Hess AS, McCarthy D, Maloney J. Pre-operative anemia and peri-operative transfusion are associated with poor oncologic outcomes in cancers of the esophagus: potential impact of patient blood management on cancer outcomes. BMC Cancer 2023; 23:99. [PMID: 36709278 PMCID: PMC9883921 DOI: 10.1186/s12885-023-10579-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 01/24/2023] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND Both Red Blood Cell (RBC) transfusion and anemia are thought to negatively impact cancer survival. These effects have been reported with mixed findings in cancer of the esophagus. The potential impact of the application of restrictive transfusion strategies on this patient population has not been defined. MATERIALS AND METHODS We conducted a retrospective study of esophagectomies and studied cases based on whether they were anemic or were transfused peri-operatively. Clinical characteristics and known clinicopathologic prognosticators were compared between these groups. Survival was compared by Cox proportional hazard modeling. Post-operative transfusions were assessed for compliance with restrictive transfusion thresholds. RESULTS Three-hundred ninety-nine esophagectomy cases were reviewed and after exclusions 348 cases were analyzed. The median length of follow-up was 33 months (range 1-152 months). Sixty-four percent of patients were anemic pre-operatively and 22% were transfused. Transfusion and anemia were closely related to each other. Microcytic anemia was uncommon but was evaluated and treated in only 50% of cases. Most anemic patients had normocytic RBC parameters. Transfusion but not anemia was associated with a protracted/prolonged post-operative stay. Transfusion and anemia were both associated with reduced survival however only anemia was associated with decreased survival in multi-variable modeling. Sixty-eight percent of patients were transfused post-operatively and 11% were compliant with the restrictive threshold of 7 g/dL. CONCLUSIONS Pre-operative anemia and transfusion are closely associated, however only anemia was found to compromise survival in our esophageal cancer cohort, supporting the need for more aggressive evaluation and treatment of anemia. Adherence to restrictive transfusion guidelines offers an opportunity to reduce transfusion rates which may also improve short-term outcomes.
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Affiliation(s)
- Joseph P. Connor
- grid.28803.310000 0001 0701 8607Department of Pathology and Laboratory Medicine, Section of Transfusion Medicine, University of Wisconsin, 3147 MFCB 1685 Highland Ave, Madison, WI 53705 USA
| | - Eric Destrampe
- grid.28803.310000 0001 0701 8607Department of Pathology and Laboratory Medicine, Section of Transfusion Medicine, University of Wisconsin, 3147 MFCB 1685 Highland Ave, Madison, WI 53705 USA
| | - Daniel Robbins
- grid.28803.310000 0001 0701 8607Department of Pathology and Laboratory Medicine, University of Wisconsin, Madison, WI USA
| | - Aaron S. Hess
- grid.28803.310000 0001 0701 8607Department of Pathology and Laboratory Medicine, Section of Transfusion Medicine, University of Wisconsin, 3147 MFCB 1685 Highland Ave, Madison, WI 53705 USA ,grid.28803.310000 0001 0701 8607Department of Anesthesiology, University of Wisconsin, Madison, WI USA
| | - Daniel McCarthy
- grid.28803.310000 0001 0701 8607Department of Surgery, Section of Thoracic Surgery, University of Wisconsin, Madison, WI USA
| | - James Maloney
- grid.28803.310000 0001 0701 8607Department of Surgery, Section of Thoracic Surgery, University of Wisconsin, Madison, WI USA
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Affiliation(s)
- Susan M Goobie
- From the Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
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Machine learning-based prediction of massive perioperative allogeneic blood transfusion in cardiac surgery. Eur J Anaesthesiol 2022; 39:766-773. [PMID: 35852544 DOI: 10.1097/eja.0000000000001721] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Massive perioperative allogeneic blood transfusion, that is, perioperative transfusion of more than 10 units of packed red blood cells (pRBC), is one of the main contributors to perioperative morbidity and mortality in cardiac surgery. Prediction of perioperative blood transfusion might enable preemptive treatment strategies to reduce risk and improve patient outcomes while reducing resource utilisation. We, therefore, investigated the precision of five different machine learning algorithms to predict the occurrence of massive perioperative allogeneic blood transfusion in cardiac surgery at our centre. OBJECTIVE Is it possible to predict massive perioperative allogeneic blood transfusion using machine learning? DESIGN Retrospective, observational study. SETTING Single adult cardiac surgery centre in Austria between 01 January 2010 and 31 December 2019. PATIENTS Patients undergoing cardiac surgery. MAIN OUTCOME MEASURES Primary outcome measures were the number of patients receiving at least 10 units pRBC, the area under the curve for the receiver operating characteristics curve, the F1 score, and the negative-predictive (NPV) and positive-predictive values (PPV) of the five machine learning algorithms used to predict massive perioperative allogeneic blood transfusion. RESULTS A total of 3782 (1124 female:) patients were enrolled and 139 received at least 10 pRBC units. Using all features available at hospital admission, massive perioperative allogeneic blood transfusion could be excluded rather accurately. The best area under the curve was achieved by Random Forests: 0.810 (0.76 to 0.86) with high NPV of 0.99). This was still true using only the eight most important features [area under the curve 0.800 (0.75 to 0.85)]. CONCLUSION Machine learning models may provide clinical decision support as to which patients to focus on for perioperative preventive treatment in order to preemptively reduce massive perioperative allogeneic blood transfusion by predicting, which patients are not at risk. TRIAL REGISTRATION Johannes Kepler University Ethics Committee Study Number 1091/2021, Clinicaltrials.gov identifier NCT04856618.
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ONTraC: A 20-Year History of a Successfully Coordinated Provincewide Patient Blood Management Program: Lessons Learned and Goals Achieved. Anesth Analg 2022; 135:448-458. [PMID: 35977355 DOI: 10.1213/ane.0000000000006065] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Our understanding of the risks associated with perioperative anemia and transfusion, in terms of increased morbidity and mortality, has evolved over the past 2 decades. By contrast, our understanding of the potential mechanisms of injury and optimal treatment strategies remains incomplete. As such, the important role of effective patient blood management (PBM) programs, which address both the effective treatment of anemia and minimizes the need for red blood cell (RBC) transfusion, is of central importance to optimizing patient care and improving patient outcomes. We report on important clinical outcomes of the Ontario Transfusion Coordinator (ONTraC Program), a network of 25 hospital sites, working in coordination over the past 20 years. Transfusion nurse coordinators were assigned to apply multimodal best practice in PBM (including recommended changes in surgical approach; diagnosis, assessment, and treatment of anemia; and adherence to more restrictive RBC transfusion thresholds). Data were collected on various clinical parameters. We further described lessons learned and difficulties encountered in this multisite PBM initiative. A significant reduction in RBC transfusions was observed for numerous indexed surgeries. For example, RBC transfusion rates for knee arthroplasty decreased from 25% in 2002 to 0.4% in 2020. For coronary artery bypass graft (CABG) surgery, transfusion rates decreased from 60% in 2002 to 27% in 2020. We also observed a decrease in RBC units utilized per transfused patient for knee (2.1 ± 0.5 [2002] vs 1.0 ± 0.6 [2020] units per patient) and CABG surgery (3.3 ± 0.6 [2002] vs 2.3 ± 1.9 [2020] units per patient). These reductions were associated with favorable clinical outcomes, including reduced length of hospital stay (P = .00003) and a reduced rate of perioperative infections (P < .001) for nontransfused versus transfused patients. These advances have been achieved with estimated savings in the tens of millions of dollars annually. Our experience and data support the hypothesis that instituting an integrated network of transfusion nurse coordinators can provide an effective provincewide PBM program, reduce RBC transfusions, improve some patient outcomes, and reduce health care costs, as an example of a "win-win-win" medical program.
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Meier JM, Tschoellitsch T. Artificial Intelligence and Machine Learning in Patient Blood Management: A Scoping Review. Anesth Analg 2022; 135:524-531. [PMID: 35977362 DOI: 10.1213/ane.0000000000006047] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Machine learning (ML) and artificial intelligence (AI) are widely used in many different fields of modern medicine. This narrative review gives, in the first part, a brief overview of the methods of ML and AI used in patient blood management (PBM) and, in the second part, aims at describing which fields have been analyzed using these methods so far. A total of 442 articles were identified by a literature search, and 47 of them were judged as qualified articles that applied ML and AI techniques in PBM. We assembled the eligible articles to provide insights into the areas of application, quality measures of these studies, and treatment outcomes that can pave the way for further adoption of this promising technology and its possible use in routine clinical decision making. The topics that have been investigated most often were the prediction of transfusion (30%), bleeding (28%), and laboratory studies (15%). Although in the last 3 years a constantly increasing number of questions of ML in PBM have been investigated, there is a vast scientific potential for further application of ML and AI in other fields of PBM.
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Affiliation(s)
- Jens M Meier
- From the Department of Anesthesiology and Critical Care Medicine, Kepler University, Hospital GmbH and Johannes Kepler University, Linz, Austria
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Allard S, Cort J, Howell C, Sherliker L, Miflin G, Toh CH. Transfusion 2024: A 5-year plan for clinical and laboratory transfusion in England. Transfus Med 2021; 31:400-408. [PMID: 34693582 DOI: 10.1111/tme.12827] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 09/30/2021] [Accepted: 10/10/2021] [Indexed: 01/28/2023]
Abstract
The Transfusion 2024 plan outlines key priorities for clinical and laboratory transfusion practice for safe patient care across the NHS for the next 5 years. It is based on the outcomes of a multi-professional symposium held in March 2019, organised by the National Blood Transfusion Committee (NBTC) and NHS Blood and Transplant (NHSBT), attended and supported by Professor Keith Willet and Dame Sue Hill on behalf of NHS England and Improvement. This best practice guidance contained within this publication will facilitate the necessary change in pathway design to meet the transfusion challenges and pressures for the restoration of a cohesive, and functional, healthcare system across the NHS following the COVID-19 pandemic.
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Affiliation(s)
- Shubha Allard
- Department of Medical, NHS Blood and Transplant, London, UK
| | - Jon Cort
- Department of Clinical, Chesterfield Royal Hospital NHS Foundation Trust, Derbyshire, UK
| | | | | | - Gail Miflin
- Department of Medical, NHS Blood and Transplant, Cambridge, UK
| | - Cheng Hock Toh
- Department of Clinical, University of Liverpool on behalf of NHSBT and NBTC, Liverpool, UK
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Estimating Surgical Blood Loss Volume Using Continuously Monitored Vital Signs. SENSORS 2020; 20:s20226558. [PMID: 33212858 PMCID: PMC7698368 DOI: 10.3390/s20226558] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 11/13/2020] [Accepted: 11/16/2020] [Indexed: 11/17/2022]
Abstract
Background: There are currently no effective and accurate blood loss volume (BLV) estimation methods that can be implemented in operating rooms. To improve the accuracy and reliability of BLV estimation and facilitate clinical implementation, we propose a novel estimation method using continuously monitored photoplethysmography (PPG) and invasive arterial blood pressure (ABP). Methods: Forty anesthetized York Pigs (31.82 ± 3.52 kg) underwent a controlled hemorrhage at 20 mL/min until shock development was included. Machine-learning-based BLV estimation models were proposed and tested on normalized features derived by vital signs. Results: The results showed that the mean ± standard deviation (SD) for estimating BLV against the reference BLV of our proposed random-forest-derived BLV estimation models using PPG and ABP features, as well as the combination of ABP and PPG features, were 11.9 ± 156.2, 6.5 ± 161.5, and 7.0 ± 139.4 mL, respectively. Compared with traditional hematocrit computation formulas (estimation error: 102.1 ± 313.5 mL), our proposed models outperformed by nearly 200 mL in SD. Conclusion: This is the first attempt at predicting quantitative BLV from noninvasive measurements. Normalized PPG features are superior to ABP in accurately estimating early-stage BLV, and normalized invasive ABP features could enhance model performance in the event of a massive BLV.
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Bolliger D, Erb JM, Buser A. Controversies in the Clinical Practice of Patient Blood Management. J Cardiothorac Vasc Anesth 2020; 35:1933-1941. [PMID: 33277164 DOI: 10.1053/j.jvca.2020.11.020] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 10/28/2020] [Accepted: 11/09/2020] [Indexed: 02/06/2023]
Abstract
Patient blood management (PBM) has been proposed as a standard of care in modern perioperative medicine. PBM-related interventions usually are implemented as bundles, but randomized controlled trials on the implementation of PBM as a bundle are missing. This special article focuses on the current evidence and controversies in the clinical practice of PBM and on emerging data related to specific PBM-related interventions in patients undergoing cardiac surgery. Strong evidence for many PBM-related interventions is limited because of missing studies or the poor quality of published findings and study endpoints. Restrictive blood transfusion and timely interventions to maintain hemoglobin concentration and to reduce blood loss potentially might result in improved patient outcome, although the latter has yet to be proven.
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Affiliation(s)
- Daniel Bolliger
- Department for Anesthesia, Prehospital Emergency Medicine and Pain Therapy, University Hospital Basel, Basel, Switzerland.
| | - Joachim M Erb
- Department for Anesthesia, Prehospital Emergency Medicine and Pain Therapy, University Hospital Basel, Basel, Switzerland
| | - Andreas Buser
- Regional Blood Transfusion Service, Swiss Red Cross, Basel, Switzerland; Department of Hematology, University Hospital Basel, Basel, Switzerland
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Javidroozi M, Hardy JF, Ozawa S. Patient blood management interventions lead to important benefits for major surgery. Comment on Br J Anaesth 2020. Br J Anaesth 2020; 126:e4-e5. [PMID: 33187634 DOI: 10.1016/j.bja.2020.10.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 10/09/2020] [Accepted: 10/10/2020] [Indexed: 11/25/2022] Open
Affiliation(s)
- Mazyar Javidroozi
- Department of Anesthesiology, Englewood Hospital & Medical Center, Englewood, NJ, USA
| | - Jean-Francois Hardy
- Network for the Advancement of Patient Blood Management, Haemostasis and Thrombosis (NATA), Paris, France; Department of Anesthesiology and Pain Medicine, University of Montreal, Montreal, QC, Canada
| | - Sherri Ozawa
- Patient Blood Management, Englewood Health, Englewood, NJ, USA; Society for the Advancement of Blood Management, Englewood, NJ, USA.
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Tomic Mahecic T, Dünser M, Meier J. RBC Transfusion Triggers: Is There Anything New? Transfus Med Hemother 2020; 47:361-368. [PMID: 33173454 PMCID: PMC7590774 DOI: 10.1159/000511229] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 08/31/2020] [Indexed: 01/28/2023] Open
Abstract
For many years, in daily clinical practice, the traditional 10/30 rule (hemoglobin 10 g/dL - hematocrit 30%) has been the most commonly used trigger for blood transfusions. Over the years, this approach is believed to have contributed to a countless number of unnecessary transfusions and an unknown number of overtransfusion-related deaths. Recent studies have shown that lower hemoglobin levels can safely be accepted, even in critically ill patients. However, even these new transfusion thresholds are far beyond the theoretical limits of individual anemia tolerance. For this reason, almost all publications addressing the limits of acute anemia recommend physiological transfusion triggers to indicate the transfusion of erythrocyte concentrates as an alternative. Although this concept appears intuitive at first glance, no solid scientific evidence supports the safety and benefit of physiological transfusion triggers to indicate the optimal time point for transfusion of allogeneic blood. It is therefore imperative to continue searching for the most sensitive and specific parameters that can guide the clinician when to transfuse in order to avoid anemia-induced organ dysfunction while avoiding overtransfusion-related adverse effects. This narrative review discusses the concept of anemia tolerance and critically compares hemoglobin-based triggers with physiological transfusion for various clinical indications.
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Affiliation(s)
- Tina Tomic Mahecic
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Center Zagreb − Rebro, Zagreb, Croatia
| | - Martin Dünser
- Department of Anesthesiology and Intensive Care Medicine, Johannes Kepler University, Linz, Austria
| | - Jens Meier
- Department of Anesthesiology and Intensive Care Medicine, Johannes Kepler University, Linz, Austria
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When to transfuse your acute care patient? A narrative review of the risk of anemia and red blood cell transfusion based on clinical trial outcomes. Can J Anaesth 2020; 67:1576-1594. [DOI: 10.1007/s12630-020-01763-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 05/07/2020] [Accepted: 05/07/2020] [Indexed: 12/14/2022] Open
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When Evidence Goes "Missing in Action": Implications for Patient Management in Cardiac Surgery. THE JOURNAL OF EXTRA-CORPOREAL TECHNOLOGY 2020; 52:126-134. [PMID: 32669739 DOI: 10.1182/ject-2000020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 05/18/2020] [Indexed: 11/20/2022]
Abstract
Best-practice clinical decision-making for patient blood management (PBM) and transfusion in cardiac surgery requires high-quality, timely information. However, evidence will be misleading if published information lags too far behind evolving practice, or if trial results are biased, incomplete, or unreported. The result is that providers are deprived of accurate data, and patients will not receive best possible care. Publicly accessible trial registries provide information for structured audits of reporting compliance, and appraisal of evidence attrition and distortion. Trials related to blood management and transfusion in cardiac surgery and those registered in ClinicalTrials.gov were evaluated for relevance, reliability, transparency, timeliness, and prevalence of unreported trial results. Evidence was considered to have "disappeared" if no results were posted to the registry and no related PUBMED publications were available by July 2019. Data were summarized by descriptive statistics. A total of 181 registered trials were surveyed; 52% were prospectively registered. Most commonly reported primary outcomes were laboratory surrogate measures (34%). Patient- and practice-relevant outcomes-mortality/major morbidity (7%), transfusion (27%), and major bleeding (28%)-were less common. Only seven studies posted results to the registry within the mandated 12 months from study completion; median time to posting was 17 (interquartile range [IQR] 13, 37) months. Trial results for 58% were unreported 3-9 years after trial completion. A staggering amount of clinical trial evidence for PBM in cardiac surgery is missing from publicly accessible records and the literature. Investigators must be incentivized to promptly and completely report all results. Penalties for noncompliance are already in place and should be enforced. Simplified information linkage, centralized and routine audit cycles, and prioritization of robust "living" reviews may be more positive motivators. Implementation will require a sea change in the prevailing culture of research reporting, plus coordinated efforts of clinicians, applied statisticians, information technology specialists, and research librarians.
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Bolliger D, Fassl J. Less Transfusion, Less Infections—Controversies in Patient Blood Management. J Cardiothorac Vasc Anesth 2020; 34:1464-1466. [DOI: 10.1053/j.jvca.2020.02.037] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2020] [Accepted: 02/21/2020] [Indexed: 01/31/2023]
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Murphy MF, Palmer A. Patient blood management as the standard of care. HEMATOLOGY. AMERICAN SOCIETY OF HEMATOLOGY. EDUCATION PROGRAM 2019; 2019:583-589. [PMID: 31808828 PMCID: PMC6913475 DOI: 10.1182/hematology.2019000063] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Blood transfusion is one of the most common hospital procedures in developed countries. However, inappropriate use of blood transfusion is common, and this is of considerable concern because transfusion is known to be associated with adverse events and is costly. Reductions in blood use have resulted from recent evidence indicating that restrictive use of red blood cell transfusions is associated with similar patient outcomes to liberal strategies and from a focus on patient blood management (PBM), which recognizes the importance of conserving the patient's own blood alongside the judicious use of transfusion. A recent Consensus Conference in Frankfurt developed practice and research recommendations for PBM but also indicated that additional studies are needed to provide better evidence for PBM interventions, including for improved patient outcomes and lower hospital costs as well as for reductions in blood utilization. In the meanwhile, it is of utmost importance to translate PBM guidelines into practical day-to-day recommendations and encourage their use to make PBM "the standard of care."
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Affiliation(s)
- Michael F Murphy
- National Health Service Blood & Transplant, Oxford, United Kingdom
- National Institute for Health Research Biomedical Research Centre, Oxford University Hospitals and University of Oxford, Oxford, United Kingdom; and
| | - Antony Palmer
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Oxford, United Kingdom
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Cholette JM, Faraoni D, Goobie SM, Ferraris V, Hassan N. Patient Blood Management in Pediatric Cardiac Surgery: A Review. Anesth Analg 2019; 127:1002-1016. [PMID: 28991109 DOI: 10.1213/ane.0000000000002504] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Efforts to reduce blood product transfusions and adopt blood conservation strategies for infants and children undergoing cardiac surgical procedures are ongoing. Children typically receive red blood cell and coagulant blood products perioperatively for many reasons, including developmental alterations of their hemostatic system, and hemodilution and hypothermia with cardiopulmonary bypass that incites inflammation and coagulopathy and requires systemic anticoagulation. The complexity of their surgical procedures, complex cardiopulmonary interactions, and risk for inadequate oxygen delivery and postoperative bleeding further contribute to blood product utilization in this vulnerable population. Despite these challenges, safe conservative blood management practices spanning the pre-, intra-, and postoperative periods are being developed and are associated with reduced blood product transfusions. This review summarizes the available evidence regarding anemia management and blood transfusion practices in the perioperative care of these critically ill children. The evidence suggests that adoption of a comprehensive blood management approach decreases blood transfusions, but the impact on clinical outcomes is less well studied and represents an area that deserves further investigation.
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Affiliation(s)
- Jill M Cholette
- From the Department of Pediatrics, Golisano Children's Hospital, University of Rochester, Rochester, New York
| | - David Faraoni
- Department of Anesthesia and Pain Medicine, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Susan M Goobie
- Department of Anesthesiology, Perioperative and Pain Medicine, Boston, Massachusetts.,Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Victor Ferraris
- Department of Surgery, University of Kentucky Chandler Medical Center & Lexington Veterans Affairs Medical Center, Lexington, Kentucky
| | - Nabil Hassan
- Division of Pediatric Critical Care, Children's Hospital of Illinois At OSF St Frances, University of Illinois at Peoria, Peoria, Illinois
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Faulds J, Whately-Smith C, Clarke K. Transfusion requirement and length of stay of anaemic surgical patients associated with a patient blood management service: a single-Centre retrospective study. Transfus Med 2019; 29:311-318. [PMID: 31327171 DOI: 10.1111/tme.12617] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Revised: 05/08/2019] [Accepted: 06/28/2019] [Indexed: 12/29/2022]
Abstract
OBJECTIVE To assess the value of patient blood management (PBM) in the detection and management of preoperative anaemia before elective surgery. BACKGROUND PBM is recognised as the standard of care, with diagnosis and management of preoperative anaemia being the key components of PBM. No formal assessment of the value of PBM anaemia screening and correction before scheduled surgery had been made at our hospital. METHODS We conducted a retrospective study in a tertiary-care, academic hospital of consecutive records of elective surgery (n = 25 641). We excluded minor surgeries. We identified anaemic patients who had been assessed by PBM or not (non-PBM). We calculated transfusion incidence and hospital length of stay (LOS) across all surgical specialities. RESULTS During the 1-year study period, 15 245 patients were eligible for inclusion; 311 patients (2·0%) were transfused, and 83·3% of transfusions were in anaemic patients. Transfusion incidence was 9·2% in anaemic PBM-assessed patients and 17·4% in non-PBM patients. For haemoglobin (Hb) <100 g L-1 , the transfusion incidence was 22·1% [95% confidence interval (CI) 15·5-30·6%] in PBM and 40·0% (95% CI 35·1-45·0%) in non-PBM patients, and for Hb 100-119 g L-1 , it was 4·7% (95% CI 2·8-7·5%) and 7·9% (95% CI 6·3-9·8%), respectively. Overall mean LOS was 2·1 days [standard deviation (SD) 6·0]. Mean LOS with Hb <100 g L-1 was 6·7 days (SD 14·8) in PBM-assessed patients and 12·4 days (SD 19·5) in non-PBM patients and was 3·1 (SD 5·2) and 6·2 (SD 9·5) days, respectively, for Hb 100-119 g L-1 . CONCLUSION Anaemic elective surgery patients assessed by patient blood management (PBM) had a markedly lower transfusion risk and shorter LOS than anaemic patients not assessed by PBM.
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Affiliation(s)
- J Faulds
- Patient Blood Management, Royal Cornwall Hospital NHS Trust, Cornwall, UK
| | | | - K Clarke
- Department of Haematology, Royal Cornwall Hospital NHS Trust, Cornwall, UK
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Warner MA, Jambhekar NS, Saadeh S, Jacob EK, Kreuter JD, Mundell WC, Marquez A, Higgins AA, Madde NR, Hogan WJ, Kor DJ. Implementation of a patient blood management program in hematopoietic stem cell transplantation (Editorial, p. 2763). Transfusion 2019; 59:2840-2848. [PMID: 31222775 DOI: 10.1111/trf.15414] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Revised: 05/15/2019] [Accepted: 05/26/2019] [Indexed: 12/22/2022]
Abstract
BACKGROUND Recipients of hematopoietic stem cell transplantation (HSCT) are among the highest consumers of allogeneic red blood cell (RBC) and platelet (PLT) components. The impact of patient blood management (PBM) efforts on HSCT recipients is poorly understood. STUDY DESIGN AND METHODS This observational study assessed changes in blood product use and patient-centered outcomes before and after implementing a multidisciplinary PBM program for patients undergoing HSCT at a large academic medical center. The pre-PBM cohort was treated from January 1 through September 31, 2013; the post-PBM cohort was treated from January 1 through September 31, 2015. RESULTS We identified 708 patients; 284 of 352 (80.7%) in the pre-PBM group and 225 of 356 (63.2%) in the post-PBM group received allogeneic RBCs (p < 0.001). Median (interquartile range [IQR]) RBC volumes were higher before PBM than after PBM (3 [2-4] units vs. 2 [1-4] units; p = 0.004). A total of 259 of 284 pre-PBM patients (91.2%) and 57 of 225 (25.3%) post-PBM patients received RBC transfusions when hemoglobin levels were more than 7 g/dL (p < 0.001). The median (IQR) PLT transfusion quantities was 3 (2-5) units for pre-PBM patients and 2 (1-4) units for post-PBM patients (p < 0.001). For patients with PLT counts of more than 10 × 109 /L, a total of 1219 PLT units (73.4%) were transfused before PBM and 691 units (48.8%) were transfused after PBM (p < 0.001). Estimated transfusion expenditures were reduced by $617,152 (18.3%). We noted no differences in clinical outcomes or transfusion-related adverse events. CONCLUSION Patient blood management implementation for HSCT recipients was associated with marked reductions in allogeneic RBC and PLT transfusions and decreased transfusion-related costs with no detrimental impact on clinical outcomes.
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Affiliation(s)
- Matthew A Warner
- Department of Anesthesiology & Perioperative Medicine, Mayo Clinic, Rochester, Minnesota
| | - Nilesh S Jambhekar
- Department of Anesthesiology & Perioperative Medicine, Mayo Clinic, Rochester, Minnesota
| | - Salwa Saadeh
- Division of Hematology, Mayo Clinic, Rochester, Minnesota
| | - Eapen K Jacob
- Division of Transfusion Medicine, Mayo Clinic, Rochester, Minnesota
| | - Justin D Kreuter
- Division of Transfusion Medicine, Mayo Clinic, Rochester, Minnesota
| | - William C Mundell
- Division of Hospital Internal Medicine, Mayo Clinic, Rochester, Minnesota
| | - Alberto Marquez
- Department of Anesthesiology & Perioperative Medicine, Mayo Clinic, Rochester, Minnesota
| | - Andrew A Higgins
- Department of Anesthesiology & Perioperative Medicine, Mayo Clinic, Rochester, Minnesota
| | - Nageswar R Madde
- Department of Anesthesiology & Perioperative Medicine, Mayo Clinic, Rochester, Minnesota
| | | | - Daryl J Kor
- Department of Anesthesiology & Perioperative Medicine, Mayo Clinic, Rochester, Minnesota
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Affiliation(s)
- Michelle P Zeller
- McMaster University, Hamilton, Ontario, Canada
- Canadian Blood Services, Hamilton, Ontario, Canada
| | - Richard M Kaufman
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
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Dhir A, Tempe DK. Anemia and Patient Blood Management in Cardiac Surgery—Literature Review and Current Evidence. J Cardiothorac Vasc Anesth 2018; 32:2726-2742. [DOI: 10.1053/j.jvca.2017.11.043] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2017] [Indexed: 12/24/2022]
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Roubinian N. TACO and TRALI: biology, risk factors, and prevention strategies. HEMATOLOGY. AMERICAN SOCIETY OF HEMATOLOGY. EDUCATION PROGRAM 2018; 2018:585-594. [PMID: 30570487 PMCID: PMC6324877 DOI: 10.1182/asheducation-2018.1.585] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Transfusion-related acute lung injury (TRALI) and transfusion-associated circulatory overload (TACO) are the leading causes of transfusion-related morbidity and mortality. These adverse events are characterized by acute pulmonary edema within 6 hours of a blood transfusion and have historically been difficult to study due to underrecognition and nonspecific diagnostic criteria. However, in the past decade, in vivo models and clinical studies utilizing active surveillance have advanced our understanding of their epidemiology and pathogenesis. With the adoption of mitigation strategies and patient blood management, the incidence of TRALI and TACO has decreased. Continued research to prevent and treat these severe cardiopulmonary events is focused on both the blood component and the transfusion recipient.
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Affiliation(s)
- Nareg Roubinian
- Blood Systems Research Institute, San Francisco, CA; Kaiser Permanente Northern California Medical Center and Division of Research, Oakland, CA; and Department of Laboratory Medicine, University of California, San Francisco, CA
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Friedman T, Javidroozi M, Lobel G, Shander A. Complications of Allogeneic Blood Product Administration, with Emphasis on Transfusion-Related Acute Lung Injury and Transfusion-Associated Circulatory Overload. Adv Anesth 2018; 35:159-173. [PMID: 29103571 DOI: 10.1016/j.aan.2017.07.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Affiliation(s)
- Tamara Friedman
- Department of Anesthesiology, Critical Care and Hyperbaric Medicine, Englewood Hospital and Medical Center, TeamHealth Research Institute, 350 Engle Street, Englewood, NJ 07631, USA
| | - Mazyar Javidroozi
- Department of Anesthesiology, Critical Care and Hyperbaric Medicine, Englewood Hospital and Medical Center, TeamHealth Research Institute, 350 Engle Street, Englewood, NJ 07631, USA
| | - Gregg Lobel
- Department of Anesthesiology, Critical Care and Hyperbaric Medicine, Englewood Hospital and Medical Center, TeamHealth Research Institute, 350 Engle Street, Englewood, NJ 07631, USA
| | - Aryeh Shander
- Department of Anesthesiology, Critical Care and Hyperbaric Medicine, Englewood Hospital and Medical Center, TeamHealth Research Institute, 350 Engle Street, Englewood, NJ 07631, USA.
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Shander A, Goodnough LT. Management of anemia in patients who decline blood transfusion. Am J Hematol 2018; 93:1183-1191. [PMID: 30033541 DOI: 10.1002/ajh.25167] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Revised: 06/01/2018] [Accepted: 06/04/2018] [Indexed: 12/26/2022]
Abstract
Declining a treatment modality should not be considered the same as refusal of medical care as illustrated by the management of Jehovah's Witness patients who do not accept transfusions. Over the years, a comprehensive set of strategies have been developed to meet the specific needs of these patients and these strategies are collectively called "Bloodless Medicine and Surgery" (BMS). The focus in BMS is to optimize the patients' hematopoietic capacity to increase hemoglobin (Hgb) level, minimize blood loss, improve hemostasis, and provide supportive strategies to minimize oxygen consumption and maximize oxygen utilization. We present 3 case reports that illustrate some of the challenges faced and measures available to effectively treat these patients. Under BMS programs, patients with extremely low hemoglobin levels, not conducive to survival under ordinary conditions, have survived and recovered without receiving allogeneic transfusions. Additionally, the valuable experience gained from caring for these patients has paved the way to develop the concept of Patient Blood Management as a standard care to benefit all patients, and not only those for whom blood is not an option.
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Affiliation(s)
- Aryeh Shander
- Department of Anesthesiology and Critical Care medicine; Englewood Hospital and Medical Center, and TeamHealth Research Institute; Englewood New Jersey
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Abstract
To successfully deliver greater perioperative value-based care and to effectively contribute to sustained and meaningful perioperative population health management, the scope of existing preoperative management and its associated services and care provider skills must be expanded. New models of preoperative management are needed, which rely extensively on continuously evolving evidence-based best practice, as well as telemedicine and telehealth, including mobile technologies and connectivity. Along with conventional comorbidity optimization, prehabilitation can effectively promote enhanced postoperative recovery. This article focuses on the opportunities and mechanisms for delivering value-based, comprehensive preoperative assessment and global optimization of the surgical patient.
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Affiliation(s)
- Neil N Shah
- Department of Medicine, Dell Medical School, The University of Texas at Austin, Health Discovery Building, 1701 Trinity Street, Austin, TX 78712-1875, USA
| | - Thomas R Vetter
- Department of Surgery and Perioperative Care, Dell Medical School, The University of Texas at Austin, Health Discovery Building, Room 6.812, 1701 Trinity Street, Austin, TX 78712-1875, USA; Department of Population Health, Dell Medical School, The University of Texas at Austin, Health Discovery Building, Room 6.812, 1701 Trinity Street, Austin, TX 78712-1875, USA.
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Metcalf RA, Pagano MB, Hess JR, Reyes J, Perkins JD, Montenovo MI. A data-driven patient blood management strategy in liver transplantation. Vox Sang 2018; 113:421-429. [PMID: 29714029 DOI: 10.1111/vox.12650] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2017] [Revised: 02/02/2018] [Accepted: 03/05/2018] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND OBJECTIVES Blood utilization during liver transplant has decreased, but remains highly variable due to many complex surgical and physiologic factors. Previous models attempted to predict utilization using preoperative variables to stratify cases into two usage groups, usually using entire blood units for measurement. We sought to develop a practical predictive model using specific transfusion volumes (in ml) to develop a data-driven patient blood management strategy. MATERIALS AND METHODS This is a retrospective evaluation of primary liver transplants at a single institution from 2013 to 2015. Multivariable analysis of preoperative recipient and donor factors was used to develop a model predictive of intraoperative red-blood-cell (pRBC) use. RESULTS Of 256 adult liver transplants, 207 patients had complete transfusion volume data for analysis. The median intraoperative allogeneic pRBC transfusion volume was 1250 ml, and the average was 1563 ± 1543 ml. Preoperative haemoglobin, spontaneous bacterial peritonitis, preoperative haemodialysis and preoperative international normalized ratio together yielded the strongest model predicting pRBC usage. When it predicted <1250 ml of pRBCs, all cases with 0 ml transfused were captured and only 8·6% of the time >1250 ml were used. This prediction had a sensitivity of 0·91 and a specificity of 0·89. If predicted usage was >2000 ml, 75% of the time blood loss exceeded 2000 ml. CONCLUSION Patients likely to require low or high pRBC transfusion volumes were identified with excellent accuracy using this predictive model at our institution. This model may help predict bleeding risk for each patient and facilitate optimized blood ordering.
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Affiliation(s)
- R A Metcalf
- Division of Clinical Pathology, Department of Pathology, University of Utah, Salt Lake City, UT, USA
- ARUP Laboratories, Salt Lake City, UT, USA
| | - M B Pagano
- Division of Transfusion Medicine, Department of Laboratory Medicine, University of Washington, Seattle, WA, USA
| | - J R Hess
- Division of Transfusion Medicine, Department of Laboratory Medicine, University of Washington, Seattle, WA, USA
- Division of Hematology, Department of Medicine, University of Washington, Seattle, WA, USA
| | - J Reyes
- Division of Transplantation, Department of Surgery, University of Washington, Seattle, WA, USA
| | - J D Perkins
- Division of Transplantation, Department of Surgery, University of Washington, Seattle, WA, USA
| | - M I Montenovo
- Division of Transplantation, Department of Surgery, University of Washington, Seattle, WA, USA
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Connor JP, Raife T, Medow JE, Ehlenfeldt BD, Sipsma K. The blood utilization calculator, a target-based electronic decision support algorithm, increases the use of single-unit transfusions in a large academic medical center. Transfusion 2018; 58:1689-1696. [PMID: 29717482 DOI: 10.1111/trf.14637] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2018] [Revised: 02/15/2018] [Accepted: 02/15/2018] [Indexed: 01/08/2023]
Abstract
BACKGROUND Electronic decision support has been used to reduce use of red blood cell (RBC) transfusion. With the goal of reducing transfusions, we modified our RBC orders to default to 1 unit. Next, we created a target-based algorithm, the blood utilization calculator or BUC, to calculate a dose in units, based on initial hemoglobin or hematocrit and weight. STUDY DESIGN AND METHODS RBC orders defaulted to 1 unit in March 2016 and the BUC was implemented in July 2016. This gave three periods to compare old orders (before intervention), new orders (1-unit default), and the BUC period. A hospital dashboard that tracks blood product orders was queried to determine changes in single-unit transfusions between periods. Changes in transfusions were compared by analysis of variance. Acceptance of the BUC dosage recommendation was studied in both medical-based and surgical-based specialties. RESULTS The number of single-unit transfusions showed significant increases after each of the two interventions studied from 247 ± 19 before interventions to 358 ± 19 and then to 445 ± 141-unit transfusions/month (p < 0.0001). The ratio of 1-unit to 2-unit transfusions increased from 0.72 to 1.67 (p < 0.0001) and we observed a 19% overall reduction in units transfused. The BUC recommendation was accepted in 49% of orders. CONCLUSIONS One-unit default orders and implementation of the BUC resulted in a significant increase in the use of single-unit transfusions. Improvement in the rate of acceptance of the BUC recommendation should further increase the use of single-unit transfusions.
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Affiliation(s)
- Joseph P Connor
- Department of Pathology and Laboratory Medicine, Madison, Wisconsin
| | - Thomas Raife
- Department of Pathology and Laboratory Medicine, Madison, Wisconsin
| | - Joshua E Medow
- Department of Neurological Surgery, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
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Sherliker L, Pendry K, Hockley B. Patient blood management: how is implementation going?: A report comparing the 2015 survey with the 2013 survey of PBM in England. Transfus Med 2018; 28:92-97. [DOI: 10.1111/tme.12527] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Revised: 03/16/2018] [Accepted: 03/19/2018] [Indexed: 11/27/2022]
Affiliation(s)
- L. Sherliker
- NHS Blood & Transplant; Oxford Blood Centre; Oxford UK
| | - K. Pendry
- NHS Blood and Transplant; Manchester Blood Centre; Manchester UK
| | - B. Hockley
- NHS Blood and Transplant; Sheffield Blood Centre; Sheffield UK
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Affiliation(s)
- Aryeh Shander
- From the *Department of Anesthesiology, Critical Care and Hyperbaric Medicine and TeamHealth Research Institute, †Institute for Patient Blood Management and Bloodless Medicine and Surgery, and ‡The Lefcourt Family Cancer Treatment and Wellness Center and Departments of Surgical Oncology and Hepatobiliary Surgery, Englewood Hospital and Medical Center, Englewood, New Jersey
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Connor JP, Raife T, Medow JE. Outcomes of red blood cell transfusions prescribed in organ donors by the Digital Intern, an electronic decision support algorithm. Transfusion 2017; 58:366-371. [PMID: 29194652 DOI: 10.1111/trf.14424] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Revised: 09/21/2017] [Accepted: 10/03/2017] [Indexed: 12/29/2022]
Abstract
BACKGROUND The Digital Intern (DI) is an electronic decision support tool for the management of organ donors. One algorithm determines the dose, in units of red blood cells to be transfused, based on hematocrit (Hct) thresholds and targets. The effectiveness of the transfusion dose calculated by the DI in terms of achieving the selected Hct target and the duration of the targeted dose is not known. STUDY DESIGN AND METHODS This was a retrospective study to describe the outcomes of transfusions prescribed by the DI. Pre- and posttransfusion Hct levels were compared to define response and all posttransfusion Hct values were plotted to evaluate the duration of the prescribed dose. RESULTS A total of 120 organ donors were studied and 22 donors had 28 transfusions (six were transfused twice). The transfused donors were a mix of trauma and medical admissions and brain death and cardiac death donors. The transfusion target of 24% Hct was attained in 96% of transfusions. The mean number of units transfused was 1.4 and the mean time from transfusion to procurement was 19.8 hours. There was a decline in Hct over time after transfusion in all but one case with a mean decline of 1.9% Hct over 13 hours. Six donors were transfused twice, likely due to a longer donor time period (41.7 hr vs. 27 hr). CONCLUSIONS The DI provided transfusion dosing that achieved the desired threshold in the majority of organ donors transfused. Ongoing work focuses on application of this technology to transfusions in general patient populations.
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Affiliation(s)
| | | | - Joshua E Medow
- Department of Neurological Surgery, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
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Patient Blood Management in the Intensive Care Unit. Transfus Med Rev 2017; 31:264-271. [DOI: 10.1016/j.tmrv.2017.07.007] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Revised: 07/14/2017] [Accepted: 07/25/2017] [Indexed: 01/28/2023]
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Laso-Morales M, Jericó C, Gómez-Ramírez S, Castellví J, Viso L, Roig-Martínez I, Pontes C, Muñoz M. Preoperative management of colorectal cancer-induced iron deficiency anemia in clinical practice: data from a large observational cohort. Transfusion 2017; 57:3040-3048. [PMID: 28833205 DOI: 10.1111/trf.14278] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Revised: 06/28/2017] [Accepted: 07/10/2017] [Indexed: 12/16/2022]
Abstract
BACKGROUND Preoperative anemia prevalence among colorectal cancer (CRC) patients is high and may adversely influence postoperative outcome. This study assesses the efficacy of a preoperative anemia managing protocol in CRC. STUDY DESIGN AND METHODS This was a retrospective analysis of consecutive CRC resections at two Spanish centers (January 2012 to December 2013). Preoperative anemia was defined as a hemoglobin (Hb) level of less than 13 g/dL and treated with intravenous iron (IVI) or standard care (oral iron or no iron). Red blood cell transfusion (RBCT) requirements was the primary outcome variable. Postoperative infection rate and length of hospital stay (LOS) were secondary outcome variables. Patients were managed with a restrictive transfusion trigger (Hb < 8 g/dL). Infection was diagnosed clinically and confirmed by laboratory, microbiologic, and/or radiologic evidence. RESULTS Overall, 322 of 571 patients (56%) presented with anemia: 232 received IVI and 90 standard care. There were differences in RBCT rate between no anemia and anemia (2% vs. 16%; p < 0.01), but not in postoperative infections (19% vs. 22%; p = NS) or LOS. Compared to those on standard care, anemic patients on IVI presented with lower Hb (10.8 g/dL vs. 12.0 g/dL; p < 0.001) at baseline, but similar Hb on day of surgery and Postoperative Day 30. There were no between-group differences in RBCT rates (16% vs. 17%; p = NS), but infection rates were lower among IVI-treated patients (18% vs. 29%; p < 0.05). No relevant IVI-related side effects were recorded. CONCLUSION Compared to standard care, IVI was more effective in treating preoperative anemia in CRC patients and appeared to reduce infection rate, although it did not reduce postoperative RBCT.
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Affiliation(s)
| | - Carlos Jericó
- Department of Internal Medicine, Hospital Sant Joan Despí Moisés Broggi-Consorci Sanitari Integral, Barcelona, Spain
| | - Susana Gómez-Ramírez
- Department of Internal Medicine, University Hospital Virgen de la Victoria, Málaga, Spain
| | - Jordi Castellví
- Department of General Surgery, Hospital Sant Joan Despí Moisés Broggi-Consorci Sanitari Integral, Barcelona, Spain
| | - Lorenzo Viso
- Department of General Surgery, Hospital Sant Joan Despí Moisés Broggi-Consorci Sanitari Integral, Barcelona, Spain
| | | | - Caridad Pontes
- Department of Pharmacology, Therapeutics and Toxicology, Autonomous University of Barcelona, Sabadell, Spain
| | - Manuel Muñoz
- Perioperative Transfusion Medicine, Department of Surgical Specialties, Biochemistry and Immunology, School of Medicine, University of Málaga, Málaga, Spain
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Preoperative anemia associated with adverse outcomes after infrainguinal bypass surgery in patients with chronic limb-threatening ischemia. J Vasc Surg 2017; 66:1775-1785.e2. [PMID: 28822661 DOI: 10.1016/j.jvs.2017.05.103] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2017] [Accepted: 05/09/2017] [Indexed: 11/20/2022]
Abstract
OBJECTIVE Preoperative anemia in elderly patients undergoing surgery is prevalent and associated with adverse events; however, the interaction with other risk factors in patients with chronic limb-threatening ischemia (CLTI) is not well described. The purpose of this study was to assess the association between lower hematocrit (HCT) levels on admission and postoperative outcomes after infrainguinal bypass surgery. METHODS Patients with CLTI undergoing nonemergent infrainguinal bypass were identified in the targeted vascular module of National Surgical Quality Improvement Program (NSQIP; 2011-2014). The 30-day outcomes were compared across preoperative HCT levels: severe (≤29%), moderate (29.1%-34%), mild (34.1%-39%), or no anemia (>39%), with no anemia serving as the reference group for all analyses. Independent associations between levels of anemia and postoperative outcomes were established using multivariable logistic regression. A sensitivity analysis was performed to assess interactions between preoperative anemia and blood transfusions. RESULTS We identified 5081 patients undergoing bypass, of which 741 (15%) had severe, 1317 (26%) moderate, 1516 (30%) mild, and 1507 (30%) no anemia. Anemic patients were older and more commonly suffered from tissue loss and comorbidities (eg, hypertension, diabetes, and renal insufficiency; all P < .001). After adjustment for baseline conditions, mortality was higher in those with severe anemia (3.1%; odds ratio [OR], 2.8; 95% confidence interval [CI], 1.3-6.3) and moderate anemia (3.0%; OR, 2.6; 95% CI, 1.2-5.5) compared with those without anemia (0.7%). Severe anemia was independently associated with major amputation (6.9% vs 3.3%; OR, 1.6; 95% CI, 1.01-2.6) compared with no anemia. Anemia on admission was additionally associated with several other adverse outcomes, such as major adverse cardiovascular event (MACE; severe: OR, 1.9; 95% CI, 1.1-3.0; moderate: OR, 1.9; 95% CI, 1.3-2.9; mild: OR, 1.6; 95% CI, 1.1-2.4) and unplanned return to the operating room (severe: OR, 1.6; 95% CI, 1.2-2.1; moderate: OR, 1.5; 95% CI, 1.2-1.8; mild, OR: 1.3; 95% CI, 1.03-1.6). Moreover, mortality associated with preoperative anemia was not different in patients receiving postoperative blood transfusions compared with those who did not, whereas MACE was significantly higher in patients with preoperative anemia and blood transfusions (interaction; P < .001). CONCLUSIONS Mortality and major adverse events in CLTI patients undergoing infrainguinal bypass are inversely associated with preoperative HCT levels, with the highest event rates in the most severely anemic patients. The correlation between anemia and MACE-but not mortality-was stronger in those patients receiving postoperative blood transfusions. Further research is needed to define an appropriate transfusion threshold, and attention should be focused on how to best optimize anemic CLTI patients before intervention.
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Power, Knowledge, and Transfusions: The Need to Refocus on Patient Blood Management. Jt Comm J Qual Patient Saf 2017; 43:386-388. [PMID: 28738983 DOI: 10.1016/j.jcjq.2017.04.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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