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Czako S, Prochaska M. Red blood cell transfusion clinical decision support: A scoping review of guideline adherence and clinical impact. Transfusion 2025; 65:410-419. [PMID: 39828901 PMCID: PMC11842101 DOI: 10.1111/trf.18122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Revised: 11/19/2024] [Accepted: 12/10/2024] [Indexed: 01/22/2025]
Affiliation(s)
- Sydney Czako
- Washington University School of Medicine in St. Louis
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Gurugubelli S, Medarametla RVSK, Koduru U, Kunadi A. Efficacy and Safety of Blood Transfusion Protocols in the Treatment of Myocardial Infarction: A Review of Restrictive and Liberal Approaches. Cureus 2025; 17:e78307. [PMID: 40034885 PMCID: PMC11872679 DOI: 10.7759/cureus.78307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/31/2025] [Indexed: 03/05/2025] Open
Abstract
Acute myocardial infarction (AMI) is a leading cause of death worldwide, and anemia in patients following AMI is quite common. Blood transfusions are one means of treating anemia, but once again, it is surrounded by debate over the best approach for transfusion: whether it is restrictive or liberal. This review assesses the efficacy and safety of a restrictive versus liberal blood transfusion strategy in AMI patients. Literature searches of the existing database were made with a view to retrieving RCTs, meta-analyses, systematic reviews, and clinical practice guidelines pertaining to both restrictive and liberal transfusion strategies for comparison of outcomes. Evidence suggests that this restrictive approach brings no patient harm, except perhaps in high-risk subgroups such as larger cardiovascular comorbidities. Key trials have shown that a restrictive strategy is at least as effective as a liberal strategy for most patients, including TRICC, TRACS, FOCUS, MINT, TITRe2, and REALITY Trials. Specifically, particular populations, especially those with pre-existing heart disease, may benefit from higher hemoglobin thresholds to prevent adverse outcomes. The best transfusion strategy should be tailored for each patient based on his/her personal factors, above all in cardiovascular health. A more restrictive transfusion strategy was effective and safe for the general population, but the subgroup of patients with very poor cardiovascular disease may require a more liberal approach. Further studies with better management guidelines are warranted to guide transfusion practices for optimal care in AMI patients.
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Affiliation(s)
| | | | - Ujwala Koduru
- Internal Medicine, McLaren Greater Lansing, Lansing, USA
| | - Arvind Kunadi
- Internal Medicine/Nephrology, McLaren Health Care/Michigan State University (MSU), Flint, USA
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3
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Tatar M, Akdeniz CS, Zeybey U, Şahin S, Çiftçi Ç. Budget Impact Analysis of Implementing Patient Blood Management in the Cardiovascular Surgery Department of a Turkish Private Hospital. CLINICOECONOMICS AND OUTCOMES RESEARCH 2024; 16:877-887. [PMID: 39720264 PMCID: PMC11668246 DOI: 10.2147/ceor.s481565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Accepted: 12/02/2024] [Indexed: 12/26/2024] Open
Abstract
Purpose In cardiovascular surgeries, iron deficiency anemia and transfusion of blood products are associated with mortality and morbidity, prolonged hospital stay and poor patient outcomes. Patient blood management (PBM) is a patient-centered approach based on a 'three pillar' model that promotes optimum use of blood and blood products to improve outcomes. This study assessed the potential budget impact of implementing PBM in patients undergoing elective cardiovascular surgery in a private hospital in Turkey. Methods Two models were developed to estimate the hospital budget impact of PBM. The first model encompassed implementation of the first pillar of PBM, which proposes treatment of iron deficiency anemia before a surgical procedure. The second covered implementation of all three pillars of PBM. Budget impact was estimated from the number of avoided complications after treating iron deficiency anemia and reducing blood transfusions. Rates of complication (sepsis, myocardial infarction, renal failure and stroke) with and without PBM were taken from published meta-analyses. Data on 882 cardiovascular operations performed during 2020-2022 were taken from the Florence Nightingale Istanbul Hospital. The costs of treating complications were estimated by applying Turkish Social Security Institution prices to a healthcare resource utilization tool for each complication completed by experts. Results Results from the budget impact analysis showed that, by implementing the first pillar of PBM, the department could have avoided 30 complications and saved 4,189,802 TRY. For the second model based on implementing all three pillars of PBM, 29 complications could have been avoided by reducing the number of transfusions, with budget savings of 6,174,434 TRY. Reducing the length of hospital stay could have enabled 137 additional operations in the given period. Conclusion Implementation of PBM in patients undergoing elective cardiovascular surgery in private hospitals could be a budget-saving strategy in Turkey and may provide an opportunity to increase revenue.
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Affiliation(s)
- Mehtap Tatar
- Vitale Health Economics, Policy and Consultancy, London, UK
| | | | - Utku Zeybey
- Demiroğlu Bilim University, Istanbul, Turkey
| | - Salih Şahin
- Demiroğlu Bilim University, Istanbul, Turkey
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Brixner V, Cardoso M, Spaepen E, Seifried E. Impact of Shelf-Life Extension on Platelet Availability: Results from an Inventory Management Modeling Study. Transfus Med Hemother 2024; 51:393-401. [PMID: 39664458 PMCID: PMC11630910 DOI: 10.1159/000537700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 02/05/2024] [Indexed: 12/13/2024] Open
Abstract
Introduction In Germany, demand for platelet transfusion is maintained or even increasing, despite a decrease in whole blood donations observed in the last decade. The shelf-life of platelet concentrates (PCs) in Germany is 4 days, which can be extended to 5 days if appropriate safety measures are used. This short shelf-life leads to decreased PC availability. Methods We investigated the impact of PC shelf-life extension on PC shortage, using a mathematical simulation model based on the PC production and delivery statistics of the Frankfurt Institute of the German Red Cross Transfusion Service of Baden-Württemberg-Hessen. We used a 2.2-year dataset for PC production and delivery as input data for a Monte Carlo inventory management simulation, focusing on PC shortage. The model generated the daily stock (expressed as mean number of PC units ± standard deviation), mean PC age at release, mean number of expired PC units, and shortage rates (i.e., requiring the release of more PCs than available), overall and by PC blood group. Results Over 2.2 years, a total of 74,322 PC units were produced and 62,178 units were released at the Frankfurt Institute; the overall overproduction rate was 19.5%. Shortage rates decrease with an increase in PC shelf-life and/or increase in overproduction rates. At an overproduction rate of 20%, shortage rates would be reduced from 2.8% for a 4-day shelf-life to 0.7%, 0.3%, and 0.2%, for shelf-life lengths of 5, 6, and 7 days, respectively. Extending the PC shelf-life to 6 or 7 days would eliminate shortages almost entirely, including for rare bloods. Conclusion These results can inform blood services and regulatory authorities on the potential medical and economic impact of extending PC shelf-life to 6 or 7 days.
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Affiliation(s)
- Veronika Brixner
- German Red Cross Blood Transfusion Service Baden-Württemberg-Hessen, Frankfurt am Main, Germany
| | | | | | - Erhard Seifried
- German Red Cross Blood Transfusion Service Baden-Württemberg-Hessen, Frankfurt am Main, Germany
- Institute of Transfusion Medicine and Immunohematology, Goethe University, Frankfurt am Main, Germany
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Caserta D, Costanzi F, De Marco MP, Besharat AR, Napoli C, Aromatario MR, Palomba S. Bloodless Gynecological Surgery in Blood Products Refusing Patients: Experience of a Single Institution. WOMEN'S HEALTH REPORTS (NEW ROCHELLE, N.Y.) 2024; 5:346-351. [PMID: 38666224 PMCID: PMC11044853 DOI: 10.1089/whr.2023.0156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 02/08/2024] [Indexed: 04/28/2024]
Abstract
Propose This pilot study aimed to apply the central tenets of bloodless surgery and to analyze the effectiveness of specific preoperative, intraoperative, and postoperative strategies to minimize the risk for blood transfusion after gynecological surgery in a specific group of patients who refused blood products. Methods A total of 83 patients undergoing gynecological surgery were included in the study. Forty-two patients received preoperatively oral iron, acid folic, and vitamin B12 supplementation in the 30 days before surgery, and 41 patients did not receive therapy. Results No significant differences were found when comparing the two study groups. The implementation of all procedures to maintain a bloodless surgery has been helpful, in association with the other available procedures, in achieving optimal management and maintenance of hemoglobin levels, even in the most critical situations. Conclusion In conclusion, implementing the bloodless approach as much as possible could guarantee the patient better and safer clinical and care management. Furthermore, well-designed research is required to clarify further the effects of bloodless surgery in gynecological patients.
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Affiliation(s)
- Donatella Caserta
- Gynecology Division, Department of Medical Surgical Sciences and Translational Medicine, Sant'Andrea University Hospital, Sapienza University of Rome, Rome, Italy
| | - Flavia Costanzi
- Gynecology Division, Department of Medical Surgical Sciences and Translational Medicine, Sant'Andrea University Hospital, Sapienza University of Rome, Rome, Italy
| | - Maria Paola De Marco
- Gynecology Division, Department of Medical Surgical Sciences and Translational Medicine, Sant'Andrea University Hospital, Sapienza University of Rome, Rome, Italy
| | - Aris Raad Besharat
- Gynecology Division, Department of Medical Surgical Sciences and Translational Medicine, Sant'Andrea University Hospital, Sapienza University of Rome, Rome, Italy
| | - Christian Napoli
- Department of Medical Surgical Sciences and Translational Medicine, Sant'Andrea University Hospital, Sapienza University of Rome, Rome, Italy
| | - Maria Rosaria Aromatario
- Department of Anatomical, Histological, Forensic Medicine and Orthopedic Science, Sant'Andrea University Hospital, Sapienza University of Rome, Rome, Italy
| | - Stefano Palomba
- Gynecology Division, Department of Medical Surgical Sciences and Translational Medicine, Sant'Andrea University Hospital, Sapienza University of Rome, Rome, Italy
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Lin Y, Levinson W, Day D, Lett R, Petraszko T, Huynh T, Patey AM. Using Blood Wisely: lessons learnt in establishing a national implementation programme to reduce inappropriate red blood cell transfusion. BMJ Open Qual 2024; 13:e002660. [PMID: 38569664 PMCID: PMC11002408 DOI: 10.1136/bmjoq-2023-002660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2023] [Accepted: 03/17/2024] [Indexed: 04/05/2024] Open
Abstract
BACKGROUND Up to 50% of blood is transfused inappropriately despite best evidence. In 2020, Choosing Wisely Canada launched a major national programme, 'Using Blood Wisely', the aim was to engage hospitals to audit their red blood cell transfusion use against national benchmarks and participate in a programme to decrease inappropriate use. STUDY DESIGN Using Blood Wisely is a quality improvement programme including national benchmarks, an audit tool, recommended evidence-based effective interventions and a designation to reward success. Hospital engagement was measured using the number of hospitals signing up, performing a baseline audit, submitting the planning survey, entering two or more audits and achieving hospital designation. Barriers to implementation were collected. RESULTS From 1 September 2020 to 31 December 2022, 229 individual hospitals signed up over time to participate. Their results are reported as 159 hospitals and hospital groups. Collectively, this accounts for 72% of the blood used in Canada. Overall, 147 (92%) performed a baseline audit, 10 (6%) submitted a planning survey and 130 (82%) entered two or more audits. At baseline (time of enrolment), 75 (51%) met both benchmarks. The designation was awarded to 62 (39%) hospital groups (a total of 105 individual hospitals) that met and sustained benchmarks. Barriers to implementation included human resource shortages, lack of local expertise to advise the team, need for more education of transfusion prescribers and competing priorities. CONCLUSION In its initial phase, Using Blood Wisely engaged a substantial number of hospitals in transfusion quality improvement work and maintained that engagement. This large-scale engagement across a big country was more successful than anticipated. Additional efforts are needed to rigorously evaluate the programme's impact on utilisation.
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Affiliation(s)
- Yulia Lin
- Precision Diagnostics and Therapeutics Program, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto Temerty Faculty of Medicine, Toronto, Ontario, Canada
| | - Wendy Levinson
- Choosing Wisely Canada, Toronto, Ontario, Canada
- Department of Medicine, University of Toronto Temerty Faculty of Medicine, Toronto, Ontario, Canada
| | - Doreen Day
- Choosing Wisely Canada, Toronto, Ontario, Canada
| | - Ryan Lett
- Department of Anesthesiology, University of Saskatchewan, Regina, Saskatchewan, Canada
| | - Tanya Petraszko
- Canadian Blood Services, Ottawa, Ontario, Canada
- Department of Medicine, University of British Columbia Faculty of Medicine, Vancouver, British Columbia, Canada
| | - Tai Huynh
- Choosing Wisely Canada, Toronto, Ontario, Canada
| | - Andrea M Patey
- Centre for Implementation Research, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
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Şanal L, Günaydın S, Tatar M. Cost-Effectiveness and Budget Impact Analyses of Patient Blood Management in a Cardiovascular Surgery Department at Ankara Bilkent City Hospital in Turkey. Adv Ther 2024; 41:716-729. [PMID: 38110651 PMCID: PMC10838852 DOI: 10.1007/s12325-023-02733-5] [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: 06/29/2023] [Accepted: 11/09/2023] [Indexed: 12/20/2023]
Abstract
INTRODUCTION Anemia and transfusion of blood products are risk factors associated with poor patient outcomes across all elective surgeries. Patient blood management (PBM) is a patient-centered approach to optimize patient's endogenous red cell mass, to minimize blood loss in patients undergoing surgery, and to harness and optimize patient-specific physiological tolerance to anemia. This study aimed to assess (1) the impact of PBM on blood product usage in cardiovascular surgeries in a state hospital setting, (2) cost-effectiveness of PBM with a model based on transfusion of red blood cells (RBCs) in cardiovascular surgeries, and (3) the budget impact of PBM implementation based on transfusion of RBCs. METHODS Cost-effectiveness and budget impact models, based on the numbers of avoided transfusions and avoided complications after implementation of the PBM program, were compared between pre- and post-PBM periods at the cardiovascular surgery department of Ankara Bilkent City Hospital between February 11, 2019 and July 24, 2022. The probabilities of transfusions and complications with and without PBM were taken from recent meta-analyses. Data from the Ankara Bilkent City Hospital transfusion center informed the pre- and post-PBM calculations. Costs were calculated from the Social Security Institution's perspective. RESULTS There was a 21% decrease in the use of RBCs and a 23.7% decrease in use of all blood products after the implementation of PBM. The number of RBC packs per patient reduced by 0.88 packs (21%). The cost saving from reduction of RBC transfusions per patient was 518.68 Turkish lira (TRY) and for the hospital it was 1,635,948 TRY. Fewer complications and lower costs in favor of the post-PBM arm were demonstrated in the cost-effectiveness analysis. On the basis of the budget impact model, in 20 months, the hospital's cardiovascular surgery department saved 6,596,934 TRY (€342,302). CONCLUSION This hospital-based study demonstrated that PBM is a budget-saving and cost-effective option in Turkey.
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Affiliation(s)
- Laser Şanal
- Transfusion Center, Ministry of Health, Ankara Bilkent City Hospital Campus, Ankara, Turkey.
| | - Serdar Günaydın
- Department of Cardiovascular Surgery, University of Health Sciences, Ankara Bilkent City Hospital Campus, Ankara, Turkey
| | - Mehtap Tatar
- Vitale Health Economics, Policy and Consultancy, London, UK
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8
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Mignanelli G, Boyer R, Bonifas N, Rineau E, Moussali Y, Le Guen M. Survey of the Impact of Decision Support in Preoperative Management of Anemia (i-Anemia): Survey Study. JMIR Perioper Med 2023; 6:e49186. [PMID: 38039068 PMCID: PMC10724811 DOI: 10.2196/49186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Revised: 08/23/2023] [Accepted: 11/05/2023] [Indexed: 12/02/2023] Open
Abstract
BACKGROUND Major surgery on patients with anemia has demonstrated an increased risk of perioperative blood transfusions and postoperative morbidity and mortality. Recent studies have shown that integrating preoperative anemia treatment as a component of perioperative blood management may reduce blood product utilization and improve outcomes in both cardiac and noncardiac surgery. However, outpatient management of anemia falls outside of daily practice for most anesthesiologists and is probably weakly understood. OBJECTIVE We conducted a simulated case survey with anesthesiologists to accomplish the following aims: (1) evaluate the baseline knowledge of the preoperative optimization of anemia and (2) determine the impact of real-time clinical decision support on anemia management. METHODS We sent a digital survey (i-Anemia) to members of the French Society of Anaesthesia and Critical Care. The i-Anemia survey contained 7 simulated case vignettes, each describing a patient's brief clinical history and containing up to 3 multiple-choice questions related to preoperative anemia management (12 questions in total). The cases concerned potential situations of preoperative anemia and were created and validated with a committee of patient blood management experts. Correct answers were determined by the current guidelines or by expert consensus. Eligible participants were randomly assigned to control or decision support groups. In the decision support group, the primary outcome measured was the correct response rate. RESULTS Overall, 1123 participants were enrolled and randomly divided into control (n=568) and decision support (n=555) groups. Among them, 763 participants fully responded to the survey. We obtained a complete response rate of 65.6% (n=364) in the group receiving cognitive aid and 70.2% (n=399) in the group without assistance. The mean duration of response was 10.2 (SD 6.8) minutes versus 7.8 (SD 5) minutes for the decision support and control groups, respectively (P<.001). The score significantly improved with cognitive aid (mean 10.3 out of 12, SD 2.1) in comparison to standard care (mean 6.2 out of 12, SD 2.1; P<.001). CONCLUSIONS Management strategies to optimize preoperative anemia are not fully known and applied by anesthesiologists in daily practice despite their clinical importance. However, adding a decision support tool can significantly improve patient care by reminding practitioners of current recommendations.
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Affiliation(s)
- Gaëtan Mignanelli
- Department of Anesthesia and Pain Medicine, Hôpital Foch, Université Versailles Saint Quentin, Neuilly sur Seine, France
| | - Richard Boyer
- Department of Anesthesiology, Weill Cornell Medical College, New York, NY, United States
| | | | - Emmanuel Rineau
- Department of Anesthesia and Critical Care, Angers University Hospital, University of Angers, Angers, France
| | - Yassine Moussali
- Department of Anaesthesia, Claude Galien Clinic, Quincy-sous-Sénart, France
| | - Morgan Le Guen
- Department of Anesthesia and Pain Medicine, Hôpital Foch, Université Versailles Saint Quentin, Suresnes, France
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Song KH, Choi ES, Kim HY, Ahn KH, Kim HJ. Patient blood management to minimize transfusions during the postpartum period. Obstet Gynecol Sci 2023; 66:484-497. [PMID: 37551109 PMCID: PMC10663398 DOI: 10.5468/ogs.22288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Revised: 01/11/2023] [Accepted: 07/20/2023] [Indexed: 08/09/2023] Open
Abstract
Patient blood management is an evidence-based concept that seeks to minimize blood loss by maintaining adequate hemoglobin levels and optimizing hemostasis during surgery. Since the coronavirus disease 2019 pandemic, patient blood management has gained significance due to fewer blood donations and reduced amounts of blood stored for transfusion. Recently, the prevalence of postpartum hemorrhage (PPH), as well as the frequency of PPH-associated transfusions, has steadily increased. Therefore, proper blood transfusion is required to minimize PPH-associated complications while saving the patient's life. Several guidelines have attempted to apply this concept to minimize anemia during pregnancy and bleeding during delivery, prevent bleeding after delivery, and optimize recovery methods from anemia. This study systematically reviewed various guidelines to determine blood loss management in pregnant women.
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Affiliation(s)
- Kwan Heup Song
- Department of Obstetrics and Gynecology, Korea University Ansan Hospital, Seoul,
Korea
| | - Eun Saem Choi
- Department of Obstetrics and Gynecology, Korea University Anam Hospital, Korea University College of Medicine, Seoul,
Korea
| | - Ho Yeon Kim
- Department of Obstetrics and Gynecology, Korea University Ansan Hospital, Seoul,
Korea
| | - Ki Hoon Ahn
- Department of Obstetrics and Gynecology, Korea University Anam Hospital, Korea University College of Medicine, Seoul,
Korea
| | - Hai Joong Kim
- Department of Obstetrics and Gynecology, Korea University Ansan Hospital, Seoul,
Korea
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Bloc S, Alfonsi P, Belbachir A, Beaussier M, Bouvet L, Campard S, Campion S, Cazenave L, Diemunsch P, Di Maria S, Dufour G, Fabri S, Fletcher D, Garnier M, Godier A, Grillo P, Huet O, Joosten A, Lasocki S, Le Guen M, Le Saché F, Macquer I, Marquis C, de Montblanc J, Maurice-Szamburski A, Nguyen YL, Ruscio L, Zieleskiewicz L, Caillard A, Weiss E. Guidelines on perioperative optimization protocol for the adult patient 2023. Anaesth Crit Care Pain Med 2023; 42:101264. [PMID: 37295649 DOI: 10.1016/j.accpm.2023.101264] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
OBJECTIVE The French Society of Anesthesiology and Intensive Care Medicine [Société Française d'Anesthésie et de Réanimation (SFAR)] aimed at providing guidelines for the implementation of perioperative optimization programs. DESIGN A consensus committee of 29 experts from the SFAR was convened. A formal conflict-of-interest policy was developed at the outset of the process and enforced throughout. The entire guidelines process was conducted independently of any industry funding. The authors were advised to follow the principles of the Grading of Recommendations Assessment, Development and Evaluation (GRADE) system to guide assessment of quality of evidence. METHODS Four fields were defined: 1) Generalities on perioperative optimization programs; 2) Preoperative measures; 3) Intraoperative measures and; 4) Postoperative measures. For each field, the objective of the recommendations was to answer a number of questions formulated according to the PICO model (population, intervention, comparison, and outcomes). Based on these questions, an extensive bibliographic search was carried out using predefined keywords according to PRISMA guidelines and analyzed using the GRADE® methodology. The recommendations were formulated according to the GRADE® methodology and then voted on by all the experts according to the GRADE grid method. As the GRADE® methodology could have been fully applied for the vast majority of questions, the recommendations were formulated using a "formalized expert recommendations" format. RESULTS The experts' work on synthesis and application of the GRADE® method resulted in 30 recommendations. Among the formalized recommendations, 19 were found to have a high level of evidence (GRADE 1±) and ten a low level of evidence (GRADE 2±). For one recommendation, the GRADE methodology could not be fully applied, resulting in an expert opinion. Two questions did not find any response in the literature. After two rounds of rating and several amendments, strong agreement was reached for all the recommendations. CONCLUSIONS Strong agreement among the experts was obtained to provide 30 recommendations for the elaboration and/or implementation of perioperative optimization programs in the highest number of surgical fields.
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Affiliation(s)
- Sébastien Bloc
- Clinical Research Department, Ambroise Pare Hospital Group, Neuilly-sur-Seine, France; Department of Anesthesiology, Clinique Drouot Sport, Paris, France.
| | - Pascal Alfonsi
- Department of Anesthesia, University of Paris Descartes, Groupe Hospitalier Paris Saint-Joseph, 185 rue Raymond Losserand, F-75674 Paris Cedex 14, France
| | - Anissa Belbachir
- Service d'Anesthésie Réanimation, UF Douleur, Assistance Publique Hôpitaux de Paris, APHP.Centre, Site Cochin, Paris, France
| | - Marc Beaussier
- Department of Digestive, Oncologic and Metabolic Surgery, Institut Mutualiste Montsouris, Université de Paris, 42 Boulevard Jourdan, 75014, Paris, France
| | - Lionel Bouvet
- Department of Anaesthesia and Intensive Care, Hospices Civils de Lyon, Hôpital Femme Mère Enfant, Lyon, France
| | | | - Sébastien Campion
- AP-HP, Groupe Hospitalier Universitaire APHP-Sorbonne Université, site Pitié-Salpêtrière, Département d'Anesthésie-Réanimation, F-75013 Paris, France; Sorbonne Université, INSERM, UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, F-75005 Paris, France
| | - Laure Cazenave
- Department of Anaesthesia and Critical Care, Hospices Civils de Lyon, Lyon, France; Groupe Jeunes, French Society of Anaesthesia and Intensive Care Medicine (SFAR), 75016 Paris, France
| | - Pierre Diemunsch
- Unité de Réanimation Chirurgicale, Service d'Anesthésie-réanimation Chirurgicale, Pôle Anesthésie-Réanimations Chirurgicales, Samu-Smur, Hôpital de Hautepierre, Hôpitaux Universitaires de Strasbourg, 1, Avenue Molière, 67098 Strasbourg Cedex, France
| | - Sophie Di Maria
- Department of Anaesthesiology and Critical Care, AP-HP, Hôpital Pitié-Salpêtrière, Paris, France
| | - Guillaume Dufour
- Service d'Anesthésie-Réanimation, CHU de Pitié-Salpêtrière, 47-83, Boulevard de l'Hôpital, 75013 Paris, France
| | - Stéphanie Fabri
- Faculty of Economics, Management & Accountancy, University of Malta, Malta
| | - Dominique Fletcher
- Université de Versailles-Saint-Quentin-en-Yvelines, Assistance Publique-Hôpitaux de Paris, Hôpital Ambroise-Paré, Service d'Anesthésie, 9, Avenue Charles-de-Gaulle, 92100 Boulogne-Billancourt, France
| | - Marc Garnier
- Sorbonne Université, GRC 29, DMU DREAM, Service d'Anesthésie-Réanimation et Médecine Périopératoire Rive Droite, Paris, France
| | - Anne Godier
- Department of Anaesthesiology and Critical Care, European Georges Pompidou Hospital, Assistance Publique-Hôpitaux de Paris, France
| | | | - Olivier Huet
- CHU de Brest, Anesthesia and Intensive Care Unit, Brest, France
| | - Alexandre Joosten
- Department of Anesthesiology, Erasme Hospital, Université Libre de Bruxelles, Brussels, Belgium; Department of Anesthesiology and Intensive Care, Hôpitaux Universitaires Paris-Sud, Université Paris-Sud, Université Paris-Saclay, Paul Brousse Hospital, Assistance Publique Hôpitaux de Paris (APHP), Villejuif, France
| | | | - Morgan Le Guen
- Paris Saclay University, Department of Anaesthesia and Pain Medicine, Foch Hospital, 92150 Suresnes, France
| | - Frédéric Le Saché
- Department of Anesthesiology, Clinique Drouot Sport, Paris, France; DMU DREAM Department of Anesthesiology and Critical Care, Pitié-Salpêtrière Hospital, Paris, France
| | - Isabelle Macquer
- Bordeaux University Hospitals, Bordeaux, Anaesthesia and Intensive Care Medicine Department, Bordeaux, France
| | - Constance Marquis
- Clinique du Sport, Département d'Anesthésie et Réanimation, Médipole Garonne, 45 rue de Gironis - CS 13 624, 31036 Toulouse Cedex 1, France
| | - Jacques de Montblanc
- Departments of Anesthesiology and Intensive Care Paris-Saclay University, Bicêtre Hospital, Assistance Publique Hôpitaux de Paris, Le Kremlin-Bicêtre, France
| | | | - Yên-Lan Nguyen
- Anesthesiology and Critical Care Medicine Department, Cochin Academic Hospital, APHP, Université de Paris, 75014 Paris, France
| | - Laura Ruscio
- Departments of Anesthesiology and Intensive Care Paris-Saclay University, Bicêtre Hospital, Assistance Publique Hôpitaux de Paris, Le Kremlin-Bicêtre, France; INSERM U 1195, Université Paris-Saclay, Saint-Aubin, Île-de-France, France
| | - Laurent Zieleskiewicz
- Service d'Anesthésie Réanimation, Hôpital Nord, AP-HM, Marseille, Aix Marseille Université, C2VN, France
| | - Anaîs Caillard
- Centre Hospitalier Universitaire La Cavale Blanche Université de Bretagne Ouest, Anaesthesiology, Critical Care and Perioperative Medicine Department, Brest, France
| | - Emmanuel Weiss
- Department of Anaesthesiology and Critical Care, Beaujon Hospital, DMU Parabol, AP-HP, Nord, Clichy, France; University of Paris, Paris, France; Inserm UMR_S1149, Centre for Research on Inflammation, Paris, France
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Wiesenack C, Meybohm P, Neef V, Kranke P. Current concepts in preoperative anemia management in obstetrics. Curr Opin Anaesthesiol 2023; 36:255-262. [PMID: 36794901 PMCID: PMC10155694 DOI: 10.1097/aco.0000000000001252] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Abstract
PURPOSE OF REVIEW The purpose of this article is to provide an overview of currently recommended treatment approaches for anemia during pregnancy, with a special focus on iron deficiency and iron deficiency anemia (IDA). RECENT FINDINGS As consistent patient blood management (PBM) guidelines in obstetrics are still lacking, recommendations regarding the timing of anemia screening and the treatment recommendations for iron deficiency and IDA during pregnancy are still controversial. Based on increasing evidence, early screening for anemia and iron deficiency should be recommended at the beginning of each pregnancy. To reduce maternal and fetal burden, any iron deficiency, even without anemia, should be treated as early as possible during pregnancy. While oral iron supplements administered every other day are the standard treatment in the first trimester, the use of intravenous iron supplements is increasingly suggested from the second trimester onwards. SUMMARY The treatment of anemia, and more specifically iron deficiency anemia during pregnancy, holds many possibilities for improvement. The fact that the period of risk is known well in advance and thus there is a long optimization phase is per se an ideal prerequisite for the best possible therapy of treatable causes of anemia. Standardization of recommendations and guidelines for screening and treatment of IDA in obstetrics is required for the future. In any case, a multidisciplinary consent is the precondition for a successfully implementation of anemia management in obstetrics to establish an approved algorithm easily enabling detection and treatment of IDA during pregnancy.
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Affiliation(s)
- Christoph Wiesenack
- Department of Anaesthesiology, Evangelisches Diakoniekrankenhaus, Freiburg, Germany
| | - Patrick Meybohm
- Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University Hospital Wuerzburg, Wuerzburg
| | - Vanessa Neef
- Department of Anaesthesiology, Intensive Care Medicine and Pain Therapy, University Hospital Frankfurt, Goethe University, Frankfurt, Germany
| | - Peter Kranke
- Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University Hospital Wuerzburg, Wuerzburg
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12
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White NM, Carter HE, Kularatna S, Borg DN, Brain DC, Tariq A, Abell B, Blythe R, McPhail SM. Evaluating the costs and consequences of computerized clinical decision support systems in hospitals: a scoping review and recommendations for future practice. J Am Med Inform Assoc 2023; 30:1205-1218. [PMID: 36972263 PMCID: PMC10198542 DOI: 10.1093/jamia/ocad040] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 02/23/2023] [Accepted: 03/03/2023] [Indexed: 11/14/2023] Open
Abstract
OBJECTIVE Sustainable investment in computerized decision support systems (CDSS) requires robust evaluation of their economic impacts compared with current clinical workflows. We reviewed current approaches used to evaluate the costs and consequences of CDSS in hospital settings and presented recommendations to improve the generalizability of future evaluations. MATERIALS AND METHODS A scoping review of peer-reviewed research articles published since 2010. Searches were completed in the PubMed, Ovid Medline, Embase, and Scopus databases (last searched February 14, 2023). All studies reported the costs and consequences of a CDSS-based intervention compared with current hospital workflows. Findings were summarized using narrative synthesis. Individual studies were further appraised against the Consolidated Health Economic Evaluation and Reporting (CHEERS) 2022 checklist. RESULTS Twenty-nine studies published since 2010 were included. Studies evaluated CDSS for adverse event surveillance (5 studies), antimicrobial stewardship (4 studies), blood product management (8 studies), laboratory testing (7 studies), and medication safety (5 studies). All studies evaluated costs from a hospital perspective but varied based on the valuation of resources affected by CDSS implementation, and the measurement of consequences. We recommend future studies follow guidance from the CHEERS checklist; use study designs that adjust for confounders; consider both the costs of CDSS implementation and adherence; evaluate consequences that are directly or indirectly affected by CDSS-initiated behavior change; examine the impacts of uncertainty and differences in outcomes across patient subgroups. DISCUSSION AND CONCLUSION Improving consistency in the conduct and reporting of evaluations will enable detailed comparisons between promising initiatives, and their subsequent uptake by decision-makers.
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Affiliation(s)
- Nicole M White
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Hannah E Carter
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Sanjeewa Kularatna
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
| | - David N Borg
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
| | - David C Brain
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Amina Tariq
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Bridget Abell
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Robin Blythe
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Steven M McPhail
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
- Digital Health and Informatics Directorate, Metro South Health, Brisbane, Queensland, Australia
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13
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Hof L, Choorapoikayil S, Old O, Zacharowski K, Meybohm P. [Implementation of Patient Blood Management as Standard-of-Care]. Anasthesiol Intensivmed Notfallmed Schmerzther 2023; 58:231-244. [PMID: 37044107 DOI: 10.1055/a-1789-0944] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/14/2023]
Abstract
Anaemia is among the most common co-morbidity in surgical patients. However, it often remains unrecognized and untreated, which results in an increased requirement for allogeneic blood products and complications. Patient Blood Management offers patient-centred and evidence-based therapies and preventive measures for anaemia. Patient Blood Management is composed of 3 main pillars: pre-operative anaemia management, blood loss reduction and the rational use of allogeneic blood products. The World Health Organization demands the implementation of Patient Blood Management measures since 2010. However, a comprehensive implementation of Patient Blood Management as a standard-of-care is still not achieved. Here, we describe the need for a comprehensive Patient Blood Management implementation and highlight several specific Patient Blood Management measures.
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14
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Kim JH, Shin HJ, You HS, Park Y, Ahn KH, Jung JS, Han SB, Park JH. Effect of a Patient Blood Management Program on the Appropriateness of Red Blood Cell Transfusion and Clinical Outcomes in Elderly Patients Undergoing Hip Fracture Surgery. J Korean Med Sci 2023; 38:e64. [PMID: 36852856 PMCID: PMC9970785 DOI: 10.3346/jkms.2023.38.e64] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 01/11/2023] [Indexed: 02/17/2023] Open
Abstract
BACKGROUND Elderly patients with hip fractures frequently receive perioperative transfusions, which are associated with increased morbidity and mortality. This study aimed to evaluate the impact of a patient blood management (PBM) program on the appropriateness of red blood cell (RBC) transfusion and clinical outcomes in geriatric patients undergoing hip fracture surgery. METHODS In 2018, the revised PBM program was implemented at the Korea University Anam Hospital, Seoul, Republic of Korea. Elderly patients aged ≥ 65 years who underwent hip fracture surgery from 2017 to 2020 were evaluated. Clinical characteristics and outcomes were analyzed according to the timing of PBM implementation (pre-PBM, early-PBM, and late-PBM). Multiveriate regression analysis was used to evaluate the risk factors of the adverse outcomes, such as in-hospital mortality or 30-day readmission. RESULTS A total of 884 elderly patients were included in this study. The proportion of patients who received perioperative RBC transfusions decreased significantly (43.5%, 40.1%, and 33.2% for pre-PBM, early-PBM, and late-PBM, respectively; P = 0.013). However, the appropriateness of RBC transfusion significantly increased (54.0%, 60.1%, and 94.7%, respectively; P < 0.001). The duration of in-hospital stay and 30-day readmission rates significantly decreased. Multivariable regression analysis revealed that RBC transfusion (odds ratio, 1.815; 95% confidence interval, 1.137-2.899; P = 0.013) was significantly associated with adverse outcomes. CONCLUSION Implementing the PBM program increased the appropriateness of RBC transfusion without compromising transfusion quality and clinical outcomes. Therefore, adopting the PBM program may improve the clinical management of elderly patients following hip fracture surgery.
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Affiliation(s)
- Jong Hun Kim
- Division of Infectious Diseases, Department of Internal Medicine, CHA Bundang Medical Center, CHA University, Seongnam, Korea
| | - Hyeon Ju Shin
- Department of Anesthesiology and Pain Medicine, Anam Hospital, Korea University College of Medicine, Seoul, Korea.
| | - Hae Sun You
- Department of Anesthesiology and Pain Medicine, Anam Hospital, Korea University College of Medicine, Seoul, Korea.
| | - Yoonsun Park
- Department of Anesthesiology and Pain Medicine, Anam Hospital, Korea University College of Medicine, Seoul, Korea
| | - Ki Hoon Ahn
- Department of Obstetrics and Gynecology, Korea University College of Medicine, Seoul, Korea
| | - Jae Seung Jung
- Department of Thoracic and Cardiovascular Surgery, Korea University College of Medicine, Seoul, Korea
| | - Seung-Beom Han
- Department of Orthopedic Surgery, Korea University College of Medicine, Seoul, Korea
| | - Jong Hoon Park
- Department of Orthopedic Surgery, Korea University College of Medicine, Seoul, Korea
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15
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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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16
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Ercolani G, Solaini L, D'Acapito F, Isopi C, Pacilio CA, Moretti C, Agostini V, Cucchetti A. Implementation of a patient blood management in an Italian City Hospital: is it effective in reducing the use of red blood cells? Updates Surg 2023; 75:245-253. [PMID: 36310328 PMCID: PMC9834377 DOI: 10.1007/s13304-022-01409-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 10/21/2022] [Indexed: 01/16/2023]
Abstract
To evaluate the effect of patient blood management (PBM) since its introduction, we analyzed the need for transfusion and the outcomes in patients undergoing abdominal surgery for different types of tumor pre- and post-PBM. Patients undergoing elective gastric, liver, pancreatic, and colorectal surgery between 2017 and 2020 were included. The implementation of the PBM program was completed on May 1, 2018. The patients were grouped as follows: those who underwent surgery before the implementation of the program (pre-PBM) versus after the implementation (post-PBM). A total of 1302 patients were included in the analysis (445 pre-PBM vs. 857 post-PBM). The number of transfused patients per year decreased significantly after the introduction of PBM. A strong tendency for a decreased incidence of transfusion was evident in gastric and pancreatic surgery and a similar decrease was statistically significant in liver surgery. With regard to gastric surgery, a single-unit transfusion scheme was used more frequently in the post-PBM group (7.7% vs. 55% after PBM; p = 0.049); this was similar in liver surgery (17.6% vs. 58.3% after PBM; p = 0.04). Within the subgroup of patients undergoing liver surgery, a significant reduction in the use of blood transfusion (20.5% vs. 6.7%; p = 0.002) and a decrease in the Hb trigger for transfusion (8.5, 8.2-9.5 vs. 8.2, 7.7-8.4 g/dl; p = 0.039) was reported after the PBM introduction. After the implementation of a PBM protocol, a significant reduction in the number of patients receiving blood transfusion was demonstrated, with a strong tendency to minimize the use of blood products for most types of oncologic surgery.
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Affiliation(s)
- Giorgio Ercolani
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Morgagni-Pierantoni Hospital, Via C. Forlanini 34, Forlì, Italy
- General and Oncologic Surgery, Morgagni Pierantoni Hospital, Ausl Romagna, Forlì, Italy
| | - Leonardo Solaini
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Morgagni-Pierantoni Hospital, Via C. Forlanini 34, Forlì, Italy.
- General and Oncologic Surgery, Morgagni Pierantoni Hospital, Ausl Romagna, Forlì, Italy.
| | - Fabrizio D'Acapito
- General and Oncologic Surgery, Morgagni Pierantoni Hospital, Ausl Romagna, Forlì, Italy
| | - Claudio Isopi
- General and Oncologic Surgery, Morgagni Pierantoni Hospital, Ausl Romagna, Forlì, Italy
| | - Carlo Alberto Pacilio
- General and Oncologic Surgery, Morgagni Pierantoni Hospital, Ausl Romagna, Forlì, Italy
| | - Cinzia Moretti
- Immunohematology and Transfusion Medicine, Morgagni Pierantoni Hospital, Ausl Romagna, Forlì, Italy
| | - Vanessa Agostini
- Transfusion Medicine Department, IRCCS-Ospedale Policlinico San Martino, Genoa, Italy
| | - Alessandro Cucchetti
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Morgagni-Pierantoni Hospital, Via C. Forlanini 34, Forlì, Italy
- General and Oncologic Surgery, Morgagni Pierantoni Hospital, Ausl Romagna, Forlì, Italy
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17
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Atia J, Evison F, Gallier S, Pettler S, Garrick M, Ball S, Lester W, Morton S, Coleman J, Pankhurst T. Effectiveness of clinical decision support in controlling inappropriate red blood cell and platelet transfusions, speciality specific responses and behavioural change. BMC Med Inform Decis Mak 2022; 22:342. [PMID: 36581868 PMCID: PMC9798655 DOI: 10.1186/s12911-022-02045-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 10/10/2022] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Electronic clinical decision support (CDS) within Electronic Health Records has been used to improve patient safety, including reducing unnecessary blood product transfusions. We assessed the effectiveness of CDS in controlling inappropriate red blood cell (RBC) and platelet transfusion in a large acute hospital and how speciality specific behaviours changed in response. METHODS We used segmented linear regression of interrupted time series models to analyse the instantaneous and long term effect of introducing blood product electronic warnings to prescribers. We studied the impact on transfusions for patients in critical care (CC), haematology/oncology (HO) and elsewhere. RESULTS In non-CC or HO, there was significant and sustained decrease in the numbers of RBC transfusions after introduction of alerts. In CC the alerts reduced transfusions but this was not sustained, and in HO there was no impact on RBC transfusion. For platelet transfusions outside of CC and HO, the introduction of alerts stopped a rising trend of administration of platelets above recommended targets. In CC, alerts reduced platelet transfusions, but in HO alerts had little impact on clinician prescribing. CONCLUSION The findings suggest that CDS can result in immediate change in user behaviour which is more obvious outside specialist settings of CC and HO. It is important that this is then sustained. In CC and HO, blood transfusion practices differ. CDS thus needs to take specific circumstances into account. In this case there are acceptable reasons to transfuse outside of these crude targets and CDS should take these into account.
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Affiliation(s)
- Jolene Atia
- grid.412563.70000 0004 0376 6589University Hospital Birmingham NHS Foundation Trust, Edgbaston, Birmingham, B15 2GW UK ,grid.412563.70000 0004 0376 6589Department of Health Informatics, University Hospital Birmingham NHS Foundation Trust, Edgbaston, Birmingham, B15 2GW UK
| | - Felicity Evison
- grid.412563.70000 0004 0376 6589University Hospital Birmingham NHS Foundation Trust, Edgbaston, Birmingham, B15 2GW UK ,grid.412563.70000 0004 0376 6589Department of Health Informatics, University Hospital Birmingham NHS Foundation Trust, Edgbaston, Birmingham, B15 2GW UK
| | - Suzy Gallier
- grid.412563.70000 0004 0376 6589University Hospital Birmingham NHS Foundation Trust, Edgbaston, Birmingham, B15 2GW UK ,grid.6572.60000 0004 1936 7486PIONEER: HDR-UK Health Data Research Hub for Acute Care, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, B15 2GW UK
| | - Sophie Pettler
- grid.412563.70000 0004 0376 6589University Hospital Birmingham NHS Foundation Trust, Edgbaston, Birmingham, B15 2GW UK ,grid.6572.60000 0004 1936 7486School of Medicine, College of Medical and Dental Sciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT UK
| | - Mark Garrick
- grid.412563.70000 0004 0376 6589University Hospital Birmingham NHS Foundation Trust, Edgbaston, Birmingham, B15 2GW UK
| | - Simon Ball
- grid.412563.70000 0004 0376 6589University Hospital Birmingham NHS Foundation Trust, Edgbaston, Birmingham, B15 2GW UK ,grid.6572.60000 0004 1936 7486HDRUK Better Care Science Priority and Health Data Research UK Midlands, University of Birmingham, Birmingham, UK
| | - Will Lester
- grid.412563.70000 0004 0376 6589University Hospital Birmingham NHS Foundation Trust, Edgbaston, Birmingham, B15 2GW UK
| | - Suzanne Morton
- grid.412563.70000 0004 0376 6589University Hospital Birmingham NHS Foundation Trust, Edgbaston, Birmingham, B15 2GW UK ,grid.436365.10000 0000 8685 6563NHS Blood and Transplant, Vincent Drive, Edgbaston, Birmingham, B15 2SG UK
| | - Jamie Coleman
- grid.412563.70000 0004 0376 6589University Hospital Birmingham NHS Foundation Trust, Edgbaston, Birmingham, B15 2GW UK ,grid.6572.60000 0004 1936 7486School of Medicine, College of Medical and Dental Sciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT UK
| | - Tanya Pankhurst
- grid.412563.70000 0004 0376 6589University Hospital Birmingham NHS Foundation Trust, Edgbaston, Birmingham, B15 2GW UK
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18
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Delgado C, Komatsu R. Patient Blood Management programs for post-partum hemorrhage. Best Pract Res Clin Anaesthesiol 2022; 36:359-369. [PMID: 36513431 DOI: 10.1016/j.bpa.2022.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 09/08/2022] [Indexed: 12/15/2022]
Abstract
Patient blood management (PBM) strategies aim to maintain hemoglobin concentration, optimize hemostasis, and minimize blood loss to improve patient outcomes. Because postpartum hemorrhage (PPH) is a leading cause of maternal mortality and blood product utilization, PBM principles can be applied in its therapeutic approach. First, pre-operative identification of risk factors for PPH and identification of peri-delivery anemia should be conducted. Iron supplementation should be used to optimize hemoglobin concentration before delivery; it can also be used to treat anemia in the postpartum period after severe PPH. Both acute normovolemic hemodilution and intraoperative cell salvage can be effective techniques to reduce allogeneic blood transfusion during or after surgical procedures. Furthermore, these strategies appear to be safe when used in the pregnant population.
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Affiliation(s)
- Carlos Delgado
- Department of Anesthesiology and Pain Medicine, University of Washington, 1959 NE Pacific Street, Box 356340, Seattle, WA 98195, USA.
| | - Ryu Komatsu
- Department of General Anesthesiology and Department of Outcomes Research, Anesthesiology Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, USA.
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Garoufalia Z, Aggelis A, Antoniou EA, Kouraklis G, Vagianos C. Operating on Jehovah's Witnesses: A Challenging Surgical Issue. JOURNAL OF RELIGION AND HEALTH 2022; 61:2447-2457. [PMID: 33417056 DOI: 10.1007/s10943-020-01175-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 12/26/2020] [Indexed: 06/12/2023]
Abstract
Blood transfusion is often utilized in surgery. Greece is the second-highest consumer of blood components in Europe. It has been shown that at least half of all transfusions are unnecessary and could be avoided. Jehovah's Witnesses (JWs) are a Christian religion that do not accept transfusion of whole blood or the four primary components of blood-namely, red blood cells, white blood cells, platelets, and plasma. This a retrospective study from September of 2015 to January of 2018, analyzing all JWs who underwent an elective operation at the Second Department of Propaedeutic Surgery in Laiko University Hospital. Twenty-nine (Rogers et al. in NCCN Guidelines Version 2.2014 Cancer- and Chemotherapy-Induced Anemia. NCCN Clinical Practice Guidelines in Oncology. National Comprehensive Cancer Network, Fort Washington, 2013) JW patients, 23 females (74.1%) and eight males, were operated on during the aforementioned period. The median ASA score was 1 (range 1-3), and only two of the patients needed postoperative monitoring in the ICU. Almost half of the patients (45.1%) needed iron infusion and EPO injection preoperatively. Two patients presented with postoperative complications, with no postoperative deaths. In conclusion, we found that surgery, in our small group of JW patients, was safe and successful despite the lack of blood transfusion. Techniques developed to treat JW patients should be more widely used to improve clinical outcomes and reduce costs to the healthcare system.
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Affiliation(s)
- Zoe Garoufalia
- Second Department of Propaedeutic Surgery, National and Kapodistrian University of Athens, Athens, Greece.
- Second Department of Propaedeutic Surgery, "Laiko" General Hospital, 17 AgiouThoma Street, 11527, Athens, Greece.
| | - Apostolos Aggelis
- Second Department of Propaedeutic Surgery, National and Kapodistrian University of Athens, Athens, Greece
| | - Efstathios A Antoniou
- Second Department of Propaedeutic Surgery, National and Kapodistrian University of Athens, Athens, Greece
| | - Gregory Kouraklis
- Second Department of Propaedeutic Surgery, National and Kapodistrian University of Athens, Athens, Greece
| | - Costantine Vagianos
- Second Department of Propaedeutic Surgery, National and Kapodistrian University of Athens, Athens, Greece
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20
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Zhang J, Jiang L, Zhu X. A Machine Learning-Modified Novel Nomogram to Predict Perioperative Blood Transfusion of Total Gastrectomy for Gastric Cancer. Front Oncol 2022; 12:826760. [PMID: 35480095 PMCID: PMC9035891 DOI: 10.3389/fonc.2022.826760] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 03/17/2022] [Indexed: 12/24/2022] Open
Abstract
Background Perioperative blood transfusion reserves are limited, and the outcome of blood transfusion remains unclear. Therefore, it is important to prepare plans for perioperative blood transfusions. This study aimed to establish a risk assessment model to guide clinical patient management. Methods This retrospective comparative study involving 513 patients who had total gastrectomy (TG) between January 2018 and January 2021 was conducted using propensity score matching (PSM). The influencing factors were explored by logistic regression, correlation analysis, and machine learning; then, a nomogram was established. Results After assessment of the importance of factors through machine learning, blood loss, preoperative controlling nutritional status (CONUT), hemoglobin (Hb), and the triglyceride–glucose (TyG) index were considered as the modified transfusion-related factors. The modified model was not considered to be different from the original model in terms of performance, but is simpler. A nomogram was created, with a C-index of 0.834, and the decision curve analysis (DCA) demonstrated good clinical benefit. Conclusions A nomogram was established and modified with machine learning, which suggests the importance of the patient’s integral condition. This emphasizes that caution should be exercised regarding transfusions, and, if necessary, preoperative nutritional interventions or delayed surgery should be implemented for safety.
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21
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Muaddi H, Abreu P, Ivanics T, Claasen M, Yoon P, Gorgen A, Al-Adra D, Badenoch A, McCluskey S, Ghanekar A, Reichman T, Sapisochin G. The effect of perioperative packed red blood cells transfusion on patient outcomes after liver transplant for hepatocellular carcinoma. HPB (Oxford) 2022; 24:370-378. [PMID: 34325968 DOI: 10.1016/j.hpb.2021.06.425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 06/14/2021] [Accepted: 06/25/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND The impact of packed Red Blood Cell (pRBC) transfusion on oncological outcomes after liver transplantation (LT) for Hepatocellular Carcinoma (HCC) remains controversial. We evaluated the impact of pRBC transfusion on HCC recurrence and overall survival (OS) after LT for HCC. METHODS Patients with HCC transplanted between 2000 and 2018 were included and stratified by receipt of pRBC transfusion. Outcomes were HCC recurrence and OS. Propensity score matching was performed to account for confounders. RESULTS Of the 795 patients, 234 (29.4%) did not receive pRBC transfusion. After matching the 1-, 3-, and 5-year cumulative incidence of recurrence was 6.6%, 12.5% and 14.8% for no-pRBC transfusion, and 8.6%, 18.8% and 21.3% (p = 0.61) for pRBC transfusion. The OS at 1-, 3-, 5-year was 93.0%, 84.6% and 75.8% vs 92.0%, 79.7% and 73.5% (p = 0.83) for no-pRBC transfusion and pRBC transfusion, respectively. There were no differences in recurrence (HR 1.13, 95%CI 0.71-1.78, p = 0.61) or OS (HR 1.04, 95%CI 0.71-1.54, p = 0.83). CONCLUSION Perioperative administration of pRBC in liver transplant recipients for HCC resulted in a nonsignificant increase of HCC recurrence and death after accounting for confounder. Surgeons should continue to exercise cation and optimize patients iron stores medically preoperatively.
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Affiliation(s)
- Hala Muaddi
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Phillipe Abreu
- Department of Surgery, University Health Network-Toronto General Hospital, Toronto, Ontario, Canada; Multi-Organ Transplant, University Health Network-Toronto General Hospital, Toronto, Ontario, Canada
| | - Tommy Ivanics
- Department of Surgery, University Health Network-Toronto General Hospital, Toronto, Ontario, Canada; Multi-Organ Transplant, University Health Network-Toronto General Hospital, Toronto, Ontario, Canada
| | - Marco Claasen
- Department of Surgery, University Health Network-Toronto General Hospital, Toronto, Ontario, Canada; Multi-Organ Transplant, University Health Network-Toronto General Hospital, Toronto, Ontario, Canada
| | - Peter Yoon
- Department of Surgery, University Health Network-Toronto General Hospital, Toronto, Ontario, Canada; Multi-Organ Transplant, University Health Network-Toronto General Hospital, Toronto, Ontario, Canada
| | - Andre Gorgen
- Department of Surgery, University Health Network-Toronto General Hospital, Toronto, Ontario, Canada; Multi-Organ Transplant, University Health Network-Toronto General Hospital, Toronto, Ontario, Canada
| | - David Al-Adra
- Division of Transplantation, Department of Surgery, University of Wisconsin School of Medicine and Public Health, Wisconsin, United States
| | - Adam Badenoch
- Department of Anesthesia & Pain Medicine, Flinders Medical Centre, South Australia, Australia; Department of Anesthesia and Pain Management, Toronto General Hospital, Toronto, Ontario, Canada
| | - Stuart McCluskey
- Department of Anesthesia and Pain Management, Toronto General Hospital, Toronto, Ontario, Canada
| | - Anand Ghanekar
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada; Department of Surgery, University Health Network-Toronto General Hospital, Toronto, Ontario, Canada; Multi-Organ Transplant, University Health Network-Toronto General Hospital, Toronto, Ontario, Canada
| | - Trevor Reichman
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada; Department of Surgery, University Health Network-Toronto General Hospital, Toronto, Ontario, Canada; Multi-Organ Transplant, University Health Network-Toronto General Hospital, Toronto, Ontario, Canada
| | - Gonzalo Sapisochin
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada; Department of Surgery, University Health Network-Toronto General Hospital, Toronto, Ontario, Canada; Multi-Organ Transplant, University Health Network-Toronto General Hospital, Toronto, Ontario, Canada.
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Czempik PF, Spień A, Oleksa M, Wiśniewski D, Krzych ŁJ. Red blood cell transfusion practice in a single institution in Poland in 2018-2019 - Is there room for improvement? Transfus Apher Sci 2021; 61:103323. [PMID: 34810091 DOI: 10.1016/j.transci.2021.103323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2021] [Revised: 11/08/2021] [Accepted: 11/13/2021] [Indexed: 11/15/2022]
Abstract
INTRODUCTION Red blood cell (RBC) transfusion (RBCT) is one of the most frequently performed procedures in inpatients within modern hospital systems. However transfusion practices may vary by an institution or even by a prescribing physician. In order to assess the current RBCT practice in our institution, we performed a detailed analysis of RBCTs. MATERIAL AND METHODS We performed a retrospective analysis of all RBCTs in our institution between January 2018 and December 2019. The data collected included: age, sex, type of RBC, number of single and multiple unit RBCTs in bleeding and nonbleeding patients, number of multiple unit RBCTs in non-bleeding patients with and without hemoglobin (Hb) concentration determination after each RBC, primary indication for RBCT, pre-post RBCT Hb concentration in non-bleeding patients, lactate concentration pre-post RBCT in non-bleeding patients. RESULTS The indications for RBCT were anemia (2244, 56.2 % RBC) and bleeding (1463, 36.6 % RBC). The most frequently used types of RBCs were RBCs without buffy coat (75.1 %) and leucodepleted RBCs (20.9 %). In non-bleeding patients 45.7 % were multiple unit RBCTs, only 3% were performed with Hb determination following the first unit of RBC, 508 (20.2 %) RBCT were performed with pre-post RBCT lactate concentration determination. CONCLUSIONS Analysis of the local RBCT practice showed significant room for improvement. Areas of concern were type of RBC ordered, multiple unit transfusions in non-bleeding patients, lack of laboratory control of oxygenation pre-post transfusion or not taking it into account in RBCT decision making. Deficiencies are planned to be addressed by a comprehensive blood utilization review programme.
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Affiliation(s)
- Piotr F Czempik
- Department of Anaesthesiology and Intensive Care, Faculty of Medical Sciences in Katowice, Medical University of Silesia, Katowice, Poland.
| | - Aleksandra Spień
- Students' Scientific Society, Department of Anaesthesiology and Intensive Care, Faculty of Medical Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Marta Oleksa
- Students' Scientific Society, Department of Anaesthesiology and Intensive Care, Faculty of Medical Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Dawid Wiśniewski
- Students' Scientific Society, Department of Anaesthesiology and Intensive Care, Faculty of Medical Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Łukasz J Krzych
- Department of Anaesthesiology and Intensive Care, Faculty of Medical Sciences in Katowice, Medical University of Silesia, Katowice, Poland
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Stephens J, Tano R. Hemoglobin matters: Perioperative blood management for oncology patients. Can Oncol Nurs J 2021; 31:399-404. [PMID: 34786458 DOI: 10.5737/23688076314399404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
As the number of cancer cases rise each year in Canada, so does the number of surgical oncology cases. Surgery presents a unique and heightened stressor for the body already experiencing volatility from factors such as disease and treatments. Perioperative red blood cell (RBC) transfusions are critical to stabilize hemoglobin levels and correct anemia, as well as provide a buffer against anticipated intraoperative blood loss. Thoroughly examining and anticipating risk factors related to the potential need for perioperative blood transfusions is necessary to improve outcomes. Research evidence in recent years related to perioperative blood management of oncology patients has specifically recommended active, coordinated programs to reduce the need and amount of blood transfusions administered pre-, intra-, and post-surgery. Coordination between surgical oncologists and a local or provincial patient blood management (PBM) program is an important strategy that allows patients at risk of perioperative complications to be identified and receive early interventions and ongoing observation.
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Affiliation(s)
- Jennifer Stephens
- Assistant Professor and BN Program Director, Faculty of Health Disciplines, Athabasca University, Athabasca, AB
| | - Ruby Tano
- Patient Blood Management Coordinator, Patient Blood Management Program, Sunnybrook Health Sciences Centre, Toronto, ON
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Stephens J, Tano R. L’importance de l’hémoglobine : gestion périopératoire du sang pour les patients en oncologie. Can Oncol Nurs J 2021; 31:405-411. [PMID: 34786459 DOI: 10.5737/23688076314405411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Au Canada, le nombre de cas de cancer augmente chaque année et, par conséquent, le nombre de patients en oncologie qui subissent une opération. La chirurgie cause un stress particulièrement intense à l’organisme déjà fragilisé par la maladie et les traitements. Les transfusions périopératoires de globules rouges sont essentielles pour stabiliser le taux d’hémoglobine et soigner l’anémie, ainsi que pour gérer la perte de sang attendue pendant l’opération. Il est nécessaire d’examiner en profondeur et d’anticiper les facteurs de risque associés aux transfusions sanguines périopératoires pour améliorer le devenir des patients. Ces dernières années, la recherche sur la gestion périopératoire du sang des patients en oncologie recommande tout spécialement la création de programmes d’intervention coordonnés pour réduire la nécessité et le nombre de transfusions sanguines administrées avant, pendant et après l’opération. Pour recenser les patients à risque de complications périopératoires et leur faire bénéficier d’interventions rapides et d’une observation continue, la bonne stratégie est de mettre en lien les chirurgiens oncologues avec un programme local ou provincial de conservation du sang.
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Affiliation(s)
- Jennifer Stephens
- Professeure adjointe et Associate Dean Undergraduate Programs, Faculté des disciplines de la santé, Université d'Athabasca, Athabasca, Alberta
| | - Ruby Tano
- Coordonnatrice de la gestion du sang des patients, Programme de gestion du sang des patients, Centre des sciences de la santé Sunnybrook, Toronto, Ontario
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O'Malley SM, Sanders JO, Nelson SE, Rubery PT, O'Malley NT, Aquina CT. Significant Variation in Blood Transfusion Practice Persists Following Adolescent Idiopathic Scoliosis Surgery. Spine (Phila Pa 1976) 2021; 46:1588-1597. [PMID: 33882540 DOI: 10.1097/brs.0000000000004077] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective case control study. OBJECTIVE To review current transfusion practise following Adolescent Idiopathic Scoliosis (AIS) surgery and assess risks of complication from transfusion in this cohort. SUMMARY OF BACKGROUND DATA No study to date has investigated variation in blood transfusion practices across surgeons and hospitals following AIS surgery. METHODS Data were extracted from the Statewide Planning and Research Cooperative System. Using International Classification of Diseases (ICD-9) all patients with (ICD-9) code for AIS (737.30) ("idiopathic scoliosis") and underwent spinal fusion between 2000 and 2015 were included. Bivariate and mixed-effects logistic regression analyses were performed to assess patient, surgeon, and hospital factors associated with perioperative allogeneic red blood cell transfusion. Additional multivariable analyses examined the association between transfusion and infectious complications. RESULTS Of the 7689 patients who underwent AIS surgery, 21.1% received a perioperative blood transfusion. After controlling for patient factors, wide variation in risk-adjusted transfusion rates was present with a 10-fold difference in transfusion rates observed across surgeons (4.4%-46.1%) and hospitals (5.1%-50%). Patient factors did not explain any of the surgeon or hospital variation. Use of autologous blood transfusion, higher surgeon procedure volume, and greater surgeon years in practice were independently associated with lower odds of allogeneic blood transfusion (P < 0.001), and surgeon and hospital characteristics explained 45% of surgeon variation but only 2.4% of hospital variation. Allogeneic blood transfusion was independently associated with postoperative wound infection (OR = 1.87, 95% CI = 1.20-2.93), pneumonia (OR = 1.68, 95% CI = 1.26-2.44), and sepsis (OR = 2.42, 95% CI = 1.11-5.83). CONCLUSION Significant variation exists across both surgeons and hospitals in perioperative blood transfusion utilization following AIS surgery. Use of autologous blood transfusion and implementing institutional transfusion protocols may reduce unwarranted variation and potentially decrease infectious complication rates.Level of Evidence: 3.
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Affiliation(s)
- Sandra M O'Malley
- Department of Trauma and Orthopaedics, Mater Misericordiae University Hospital, Dublin, Ireland
| | - James O Sanders
- Department of Orthopaedics, University of North Carolina, Chapel Hill, NC
| | - Susan E Nelson
- Department of Orthopedic Surgery, University of Rochester, Rochester, NY
| | - Paul T Rubery
- Department of Orthopedic Surgery, University of Rochester, Rochester, NY
| | - Natasha T O'Malley
- Department of Orthopedic Surgery, University of Rochester, Rochester, NY
| | - Christopher T Aquina
- The Ohio State University Wexner Medical Center, Department of Surgery, Columbus, OH
- University of Rochester Medical Center, Surgical Health Outcomes and Research Enterprise (SHORE), Rochester, NY
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Ding J, Krey R, Malone L, Merrill V, Krouss M, O'Brien J, Fontaine MJ. Educational and Electronic-Based Tools to Mitigate the Risk of Transfusion Adverse Events. J Healthc Qual 2021; 43:e84-e90. [PMID: 33560046 DOI: 10.1097/jhq.0000000000000297] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
ABSTRACT The transfusion of blood products is a widely used practice but comes with the risk of transfusion-associated adverse events and fatalities. The primary aim of this study was to evaluate if strict adherence to transfusion guidelines would lead to a decrease in the rate of transfusion reactions that occurred when blood products were given outside of established indications. Hospital-wide educational programs and dedicated electronic transfusion order sets were used to encourage adherence to guidelines. A secondary aim of this study was to evaluate if a decrease in the incidence of transfusion reactions also lead to a decrease in associated healthcare costs.
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Jackups R, Scott MG, Zhang R. Clinical Decision Support Rapidly Improves Test Utilization During a Nationwide Phlebotomy Tube Shortage. Clin Chem 2021; 67:1426-1427. [PMID: 34410344 DOI: 10.1093/clinchem/hvab139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 07/12/2021] [Indexed: 11/13/2022]
Affiliation(s)
- Ronald Jackups
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
| | - Mitchell G Scott
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
| | - Ray Zhang
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
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Hofmann A, Spahn DR, Holtorf AP. Making patient blood management the new norm(al) as experienced by implementors in diverse countries. BMC Health Serv Res 2021; 21:634. [PMID: 34215251 PMCID: PMC8249439 DOI: 10.1186/s12913-021-06484-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 05/06/2021] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Patient blood management (PBM) describes a set of evidence-based practices to optimize medical and surgical patient outcomes by clinically managing and preserving a patient's own blood. This concepts aims to detect and treat anemia, minimize the risk for blood loss and the need for blood replacement for each patient through a coordinated multidisciplinary care process. In combination with blood loss, anemia is the main driver for transfusion and all three are independent risk factors for adverse outcomes including morbidity and mortality. Evidence demonstrates that PBM significantly improves outcomes and safety while reducing cost by macroeconomic magnitudes. Despite its huge potential to improve healthcare systems, PBM is not yet adopted broadly. The aim of this study is to analyze the collective experiences of a diverse group of PBM implementors across countries reflecting different healthcare contexts and to use these experiences to develop a guidance for initiating and orchestrating PBM implementation for stakeholders from diverse professional backgrounds. METHODS Semi-structured interviews were conducted with 1-4 PBM implementors from 12 countries in Asia, Latin America, Australia, Central and Eastern Europe, the Middle East, and Africa. Responses reflecting the drivers, barriers, measures, and stakeholders regarding the implementation of PBM were summarized per country and underwent qualitative content analysis. Clustering the resulting implementation measures by levels of intervention for PBM implementation informed a PBM implementation framework. RESULTS A set of PBM implementation measures were extracted from the interviews with the implementors. Most of these measures relate to one of six levels of implementation including government, healthcare providers, funding, research, training/education, and patients/public. Essential cross-level measures are multi-stakeholder communication and collaboration. CONCLUSION The implementation matrix resulting from this research helps to decompose the complexity of PBM implementation into concrete measures on each implementation level. It provides guidance for diverse stakeholders to design, initiate and develop strategies and plans to make PBM a national standard of care, thus closing current practice gaps and matching this unmet public health need.
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Affiliation(s)
- Axel Hofmann
- Institute of Anesthesiology, University and University Hospital of Zurich, Zurich, Switzerland
- University of Western Australia Faculty of Health and Medical Sciences, Perth, Australia
| | - Donat R. Spahn
- Institute of Anesthesiology, University and University Hospital of Zurich, Zurich, Switzerland
| | - Anke-Peggy Holtorf
- Health Outcomes Strategies GmbH, Colmarerstrasse 58, CH4055 Basel, Switzerland
- Faculty of the College of Pharmacy, University of Utah, Salt Lake City, UT USA
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Halpern LM, Bronson WE, Kogan CJ. A New Low Dose of Tranexamic Acid for Decreasing the Rate of Blood Loss in Posterior Spinal Fusion for Adolescent Idiopathic Scoliosis. J Pediatr Orthop 2021; 41:333-337. [PMID: 33826563 DOI: 10.1097/bpo.0000000000001820] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Previous studies have demonstrated that the use of tranexamic acid (TXA) reduces blood loss and transfusion requirements in children undergoing scoliosis surgery. Although TXA is safe and effective, significant adverse events have been reported. Using the lowest effective dose of TXA is advisable. We evaluated a new low dosing regimen for TXA based on an improved pharmacokinetic model and therapeutic plasma concentration. The purpose of this study is to evaluate the effectiveness of this new low dosing regimen in reducing blood loss and transfusion requirements in patients with adolescent idiopathic scoliosis undergoing posterior spinal fusion when compared with a control group who did not receive TXA. METHODS We retrospectively reviewed 90 consecutive patients with idiopathic scoliosis undergoing posterior spinal fusion at our institution from 2017 to 2020. Forty patients received TXA at the new dosing regimen (10 mg/kg load, 5 mg/kg/h infusion) and 50 patients were in the non-TXA control group. The same 2 orthopaedic surgeons, working as a team, performed all surgical procedures. We assessed the use of TXA as an independent risk factor for estimated blood loss and transfusion requirement after adjusting for age, surgical duration, body mass index, major coronal curve, and sex. RESULTS A comparison of the intraoperative cumulative blood loss in the 2 groups showed a significantly lower blood loss in the TXA group. (583.5±272.0 vs. 479.5±288.7 mL, P=0.03) This difference persisted when blood loss was calculated as percent of total blood volume and per vertebral level. Transfusion requirements were lower in the TXA group (4/50 patients vs. 0/40 patients, P=0.13). No patient in the TXA group required a blood transfusion during their hospitalization. CONCLUSION This study is the first to provide evidence that a new low dosing regimen of TXA can significantly reduce blood loss and transfusion requirements for idiopathic scoliosis patients and supports the need for a prospective, randomized clinical trial to confirm these findings. LEVEL OF EVIDENCE Level III-retrospective cohort study.
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Affiliation(s)
| | | | - Clark J Kogan
- Center for Interdisciplinary Statistical Education and Research, Washington State University, Pullman, WA
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Jacobs J, Kneib J, Coberly E, Atchison K, Krokosky K, Eichbaum Q. Transfusion Safety Officers in the United States: Survey of characteristics and approaches to implementation. Transfus Apher Sci 2021; 60:103199. [PMID: 34187773 DOI: 10.1016/j.transci.2021.103199] [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: 06/16/2021] [Accepted: 06/23/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND Transfusion safety officers (TSO) function as liaisons between the blood bank and clinical staff, utilizing audits, quality improvement, reviews, communication, education, and general vigilance to enhance transfusion safety. While hospitals in Europe and Canada have long employed TSOs, a majority of institutions in the United States (US) have yet to implement this resource, despite the mounting evidence to support their effectiveness. STUDY DESIGN AND METHODS An anonymous 20-question survey was administered to 104 hospitals with valid email contact information. Survey questions addressed the presence of a TSO, characteristics, backgrounds, and education of TSOs, the reporting and funding structure of the position, and role responsibilities. RESULTS 53 responses were received, with 52 surveys completed (51 % response rate). The majority of responding institutions have a patient blood management (PBM) program (n = 40, 77 %) and 33 (63 %) have at least 1 TSO. 61 % of TSOs report an educational background in nursing, with 11 additional unique training backgrounds identified. TSO responsibilities are varied and include quality improvement, education, transfusion safety event analysis, and participation in PBM initiatives. Barriers to implementing a TSO position include lack of resources, financial impediments, and a lack of understanding of the position and its value by administrators and clinicians. DISCUSSION The results of this survey highlight how TSOs contribute to transfusion safety and PBM and may provide guidance to hospitals interested in implementing a TSO position. It also elucidates the range of TSO responsibilities and approaches that institutions utilize to advocate for, and implement, this position in the US.
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Affiliation(s)
- Jeremy Jacobs
- Department of Pathology, Microbiology & Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jessica Kneib
- Department of Pathology, Microbiology & Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Kaycie Atchison
- Quality, Safety & Risk Prevention, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Kirk Krokosky
- Quality, Safety & Risk Prevention, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Quentin Eichbaum
- Department of Pathology, Microbiology & Immunology, Vanderbilt University Medical Center, Nashville, TN, USA; Vanderbilt University School of Medicine, Nashville, TN, USA.
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Murphy C, Mou E, Pang E, Shieh L, Hom J, Shah N. A randomized study of a best practice alert for platelet transfusions. Vox Sang 2021; 117:87-93. [PMID: 34081800 DOI: 10.1111/vox.13132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Revised: 04/20/2021] [Accepted: 05/01/2021] [Indexed: 01/28/2023]
Abstract
BACKGROUND AND OBJECTIVES Inappropriate platelet transfusions represent an opportunity for improvements in patient care. Use of a best practice alert (BPA) as clinical decision support (CDS) for red cell transfusions has successfully reduced unnecessary red blood cell (RBC) transfusions in prior studies. We studied the impact of a platelet transfusion BPA with visibility randomized by patient chart. MATERIALS AND METHODS A BPA was built to introduce CDS at the time of platelet ordering in the electronic health record. Alert visibility was randomized at the patient encounter level. BPA eligible platelet transfusions for patients with both visible and non-visible alerts were recorded along with reasons given for override of the BPA. Focused interviews were performed with providers who interacted with the BPA to assess its impact on their decision making. RESULTS Over a 9-month study period, 446 patient charts were randomized. The visible alert group used 25.3% fewer BPA eligible platelets. Mean monthly usage of platelets eligible for BPA display was 65.7 for the control group and 49.1 for the visible alert group (p = 0.07). BPA-eligible platelets used per inpatient day at risk per month were not significantly different between groups (2.4 vs. 2.1, p = 0.53). CONCLUSION It is feasible to study CDS via chart-based randomization. A platelet BPA reduced total platelets used over the study period and may have resulted in $151,069 in yearly savings, although there were no differences when adjusted for inpatient days at risk. During interviews, providers offered additional workflow insights allowing further improvement of CDS for platelet transfusions.
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Affiliation(s)
- Colin Murphy
- Division of Transfusion Medicine, Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
| | - Eric Mou
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Emily Pang
- Stanford University School of Medicine, Stanford, California, USA
| | - Lisa Shieh
- Division of Hospital Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Jason Hom
- Division of Hospital Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Neil Shah
- Division of Transfusion Medicine, Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
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Janssen IK, Jörger AK, Barz M, Sarkar C, Wostrack M, Meyer B. Minimally invasive posterior pedicle screw fixation versus open instrumentation in patients with thoracolumbar spondylodiscitis. Acta Neurochir (Wien) 2021; 163:1553-1560. [PMID: 33655377 DOI: 10.1007/s00701-021-04744-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Accepted: 01/27/2021] [Indexed: 12/19/2022]
Abstract
BACKGROUND Due to the aging society, the incidence of pyogenic spondylodiscitis is still rising. Although surgical treatment for spondylodiscitis in general is increasingly accepted, an optimal surgical strategy for treatment of pyogenic spinal infection has not yet been established. The aim of this study was to investigate the suitability of percutaneous posterior pedicle screw fixation for surgical treatment in patients with spondylodiscitis of the thoracolumbar spine. METHODS We conducted a retrospective review of a consecutive cohort of patients undergoing surgical treatment for spondylodiscitis of the thoracolumbar spine between January 2017 and December 2019. We assessed intraoperative and clinical data, comparing for the classic open and the percutaneous approach. In total, we analyzed 125 cases (39 female, 86 male). The mean age was 69.49 years ± 12.63 years. RESULTS Forty-seven (37.6%) patients were operated on by a percutaneous approach for pedicle screw fixation, and 78 (62.4%) received open surgery. There was no significant difference in the mean age of patients between both groups (p= 0.57). The time of surgery for percutaneous fixation was statistically significantly shorter (p= 0.03). Furthermore, the estimated intraoperative blood loss was significantly lower in the minimally invasive group (p < 0.001). No significant difference could be observed regarding the recurrence rate of spondylodiscitis and the occurrence of surgical site infections (p= 0.2 and 0.5, respectively). CONCLUSION Percutaneous posterior pedicle screw fixation appears to be a feasible option for the surgical treatment of a selected patient group with spondylodiscitis of the thoracic and lumbar spine.
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Seeking Strategies to Optimize Blood Utilization: The Preliminary Experience with Implementing a Patient Blood Management Program in a Greek Tertiary Hospital. J Clin Med 2021; 10:jcm10102141. [PMID: 34063464 PMCID: PMC8157216 DOI: 10.3390/jcm10102141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 05/03/2021] [Accepted: 05/14/2021] [Indexed: 01/28/2023] Open
Abstract
OBJECTIVES Our aim was to assess blood utilization after implementation of a patient blood management (PBM) program in a Greek tertiary hospital. METHODS An electronic transfusion request form and a prospective audit of transfusion practice were implemented. After the one-year implementation period, a retrospective review was performed to assess transfusion practice in medical patients. RESULTS Pre-PBM, a total of 9478 RBC units were transfused (mean: 1.75 units per patient) compared with 9289 transfused units (mean: 1.57 units per patient) post-PBM. Regarding the post-PBM period, the mean hemoglobin (Hb) level of the 3099 medical patients without comorbidities transfused was 7.19 ± 0.79 gr/dL. Among them, 2065 (66.6%) had Hb levels >7.0 gr/dL, while 167 (5.3%) had Hb levels >8.0 gr/dL. In addition, 331 (25.3%) of the transfused patients with comorbidities had Hb >8.0 gr/dL. The Hb transfusion thresholds significantly differed across the clinics (p < 0.001), while 21.8% of all medical non-bleeding patients received more than one RBC unit transfusion. CONCLUSION A poor adherence with the restrictive transfusion threshold of 7.0 gr/dL was observed. The adoption of a less strict threshold might be a temporary step to allow physicians to become familiar with the program and be informed on the safety and advantages of the restrictive transfusion strategy.
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Klein A, Agarwal S, Cholley B, Fassl J, Griffin M, Kaakinen T, Mzallassi Z, Paulus P, Rex S, Siegemund M, van Saet A. A survey of patient blood management for patients undergoing cardiac surgery in nine European countries. J Clin Anesth 2021; 72:110311. [PMID: 33905900 DOI: 10.1016/j.jclinane.2021.110311] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 03/30/2021] [Accepted: 04/01/2021] [Indexed: 12/22/2022]
Abstract
STUDY OBJECTIVE To describe and compare patient blood management (PBM) practices in cardiac surgery in nine European countries and identify the main risk factors for bleeding or transfusion according to the surveyed centres. DESIGN We set up an online survey to evaluate PBM practices in two clinical scenarios, risk factors for bleeding or transfusion, and previous experience with antifibrinolytics. SETTING This survey was completed by European anesthesiologists in 2019. PATIENTS No patients were included in the survey. INTERVENTION None. MEASUREMENTS We evaluated the degree of implementation of PBM practices in patients undergoing cardiac surgery. MAIN RESULTS Ninety-eight of 177 responses (38%) were complete with variable response rates by country. In a non-emergent situation, no respondents would transfuse red cells preoperatively in an anaemic patient, while cell salvage (89%) and antifibrinolytics (82%) would almost always be used. Optimization of Hemoglobin level (36%) and use of off-pump techniques (34%), minimally invasive surgery (25%) and relatively recently-developed CPB technologies such as mini-bypass (32%) and autologous priming (38%), varied greatly across countries. In an emergent clinical situation, topical haemostatic agents would frequently be used (61%). Tranexamic acid (72%) and aprotinin (20%) were the main antifibrinolytics used, with method of administration and dose varying markedly across countries. Five factors were considered to increase risk of bleeding or transfusion by at least 90% of respondents: pre-operative anaemia, prior cardiac surgery, clopidogrel 5 days or less before surgery, use of other P2Y12 inhibitors at any point, and thrombocytopenia <100.109 platelets/mm3. CONCLUSION PBM guidelines are not universally implemented in European cardiac surgery centres or countries, resulting in discrepancies in techniques and products used for a given clinical situation.
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Affiliation(s)
- Andrew Klein
- Consultant, Department of Anaesthesia and Intensive Care, Royal Papworth Hospital, Cambridge Biomedical Campus, Cambridge, UK.
| | - Seema Agarwal
- Consultant in Cardiac Anaesthesia and ICU Honorary Senior Lecturer Manchester University Hospitals, Manchester, UK
| | - Bernard Cholley
- AP-HP Hôpital Européen Georges Pompidou, 20 rue Leblanc, F-75015 Paris, France; Université de PARIS, INSERM UMR-S 1140, Innovations Thérapeutiques en Hémostase, Faculté de Pharmacie, 4 avenue de l'observatoire, 75006 Paris, France
| | - Jens Fassl
- Herzzentrum Dresden GmbH Universitätsklinik an der Technischen Universität Dresden, Fetscherstraße 76, 01307 Dresden, Germany
| | - Michael Griffin
- Mater University Hospital and Mater Private Hospital, Dublin, Associate Professor of Anaesthesiology & Perioperative Medicine, UCD Medical School, Irish Medical Council, Dublin, Ireland
| | - Timo Kaakinen
- Research Group of Surgery, Anaesthesiology and Intensive Care Medicine, Medical Research Center of Oulu University, Oulu University Hospital, Oulu, Finland
| | - Zineb Mzallassi
- Department of Anesthesiology; Erasmus Medical Center, Rotterdam, the Netherlands
| | - Patrick Paulus
- Kepler University Hospital GmbH, Med Campus III, Department of Anesthesiology and Intensive Care Medicine, Krankenhausstrasse 9, 4020 Linz, Austria
| | - Steffen Rex
- Department of Anesthesiology, University Hospitals Leuven, Leuven, Belgium; and Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
| | - Martin Siegemund
- Intensive Care Unit Department of Clinical Research, University Basel, Switzerland
| | - Annewil van Saet
- Department of Anesthesiology; Erasmus Medical Center, Rotterdam, the Netherlands
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Gomes M, Rodrigues A, Carrilho A, Aguiar J, Gonçalves L, Fernandez-Llimos F, Duarte-Ramos F, Rodrigues J. Portuguese Consensus and Recommendations for Acquired Coagulopathic Bleeding Management (CCBM). Clin Appl Thromb Hemost 2021; 27:10760296211003984. [PMID: 33866853 PMCID: PMC8718168 DOI: 10.1177/10760296211003984] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
We aimed to determine how Portuguese physicians handle major bleeding. We also aim to establish global diagnostic and therapeutic recommendations to be followed in clinical practice by using a step-wise approach of evidence generation. This study followed a three-step process: a steering committee desk review, a Delphi technique, an expert panel meeting. A modified 3-round Delphi including 31 statements was performed. Questions were answered in a five-point Likert-type scale. Consensus threshold was established as a percentage of agreement among participants ≥90% in the first round, and ≥85% in the second and third rounds. The level of consensus achieved by panelists was discussed with the scientific committee (January-2020). Fifty-one physicians participated in the study (compliance rate >90%). Analyzing the three rounds, consensus was reached on 20 items (64.5%) in the first, 4/11 items (36.4%) in the second and 6/7 items (85.7%) in the third. One statement about administration of clotting factor concentrates for bleeding control did not reach consensus. A high level of consensus was reached toward the need for implementing Patient Blood Management strategies in Portuguese hospitals, reduce exposure to allogeneic blood components, to use goal directed therapies for acquired bleeding management, and the need for evaluating blood transfusion indirect costs. A final version with 12 recommendations was built, according to the Grading of Recommendations Assessment, Development and Evaluation (GRADE). Our results provide critically appraised and updated evidence on bleeding coagulopathies management in Portugal. Additional studies, mainly about indirect costs of blood transfusion, are needed.
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Affiliation(s)
- Manuela Gomes
- Transfusion Medicine Department, Hemovida, Lisbon, Portugal
| | - Anabela Rodrigues
- Transfusion Medicine Department, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisbon, Portugal
| | - Alexandre Carrilho
- Anesthesiology Department, Hospital de São José, Centro Hospitalar Universitário de Lisboa Central, Lisbon, Portugal
| | - José Aguiar
- Anesthesiology Department, Hospital Lusíadas, Porto, Portugal
| | - Luciana Gonçalves
- Transfusion Medicine Department, Centro Hospitalar Universitário de São João, Porto, Portugal
| | - Fernando Fernandez-Llimos
- Department of Drug Sciences, Laboratory of Pharmacology, Faculty of Pharmacy, University of Porto, Porto, Portugal
| | - Filipa Duarte-Ramos
- Department of Social Pharmacy, Faculty of Pharmacy, University of Lisbon, Lisbon, Portugal
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Sadana D, Kummangal B, Moghekar A, Banerjee K, Kaur S, Balasubramanian S, Tolich D, Han X, Wang X, Hanane T, Mireles-Cabodevila E, Quraishy N, Duggal A, Krishnan S. Adherence to blood product transfusion guidelines-An observational study of the current transfusion practice in a medical intensive care unit. Transfus Med 2021; 31:227-235. [PMID: 33749043 DOI: 10.1111/tme.12771] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 02/17/2021] [Accepted: 03/05/2021] [Indexed: 01/28/2023]
Abstract
BACKGROUND Blood transfusions though life-saving are not entirely benign. They are the most overused procedure in the hospital and have been under scrutiny by the 'Choosing Wisely campaign'. The strict adoption of restrictive transfusion guidelines could improve patient outcomes while reducing cost. OBJECTIVES In this study, we evaluate adherence to restrictive transfusion guidelines, along with hospital mortality and length of stay (LOS) in transfusion events with a pre-transfusion haemoglobin (Hb) ≥7 g/dl. Additionally, we evaluated associated costs accrued due to unnecessary transfusions. METHODS We conducted a retrospective observational study in a 64-bed medical intensive care unit (MICU) of an academic medical centre involving all adult patients (N = 957) requiring packed red blood cell transfusion between January 2015 and December 2015. RESULTS In total, 3140 units were transfused with a mean pre-transfusion Hb of 6.75 ± 0.86 g/dl. Nine hundred forty-four (30%) transfusion events occurred with a pre-transfusion Hb ≥7 g/dl, and 385 (12.3%) of these occurred in patients without hypotension, tachycardia, use of vasopressors, or coronary artery disease. Forgoing them could have led to a savings of approximately 0.3 million dollars. Transfusion events with pre-transfusion Hb ≥7 g/dl were associated with an increased mortality in patients with acute blood loss (odds ratio [OR] 2.08, 95% confidence interval [CI] 1.11-3.88; p = 0.02) and LOS in patients with chronic blood loss (β1 .8.26, 95% CI 4.09-12.43; p < 0.01). CONCLUSION A subset of anaemic patients in the MICU still receive red blood cell transfusions against restrictive guidelines offering hospitals the potential for effective intervention that has both economic and clinical implications.
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Affiliation(s)
- Divyajot Sadana
- Department of Critical Care Medicine, Respiratory Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Basheer Kummangal
- Department of Hospital Medicine, Detroit Receiving Hospital, Detroit, Michigan, USA
| | - Ajit Moghekar
- Department of Critical Care Medicine, Respiratory Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Kinjal Banerjee
- Department of Internal Medicine, Geisinger Medical Center, Danville, Pennsylvania, USA
| | - Simrat Kaur
- Department of Internal Medicine, Medicine Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Shailesh Balasubramanian
- Department of Critical Care Medicine, Respiratory Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Deborah Tolich
- Department of Surgical Operations, Cleveland Clinic, Cleveland, Ohio, USA
| | - Xiaozhen Han
- Department of Quantitative Health Sciences, Respiratory Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Xiaofeng Wang
- Department of Quantitative Health Sciences, Respiratory Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Tarik Hanane
- Department of Critical Care Medicine, Respiratory Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | | | - NurJehan Quraishy
- Department of Clinical Pathology, Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Abhijit Duggal
- Department of Critical Care Medicine, Respiratory Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Sudhir Krishnan
- Department of Critical Care Medicine, Respiratory Institute, Cleveland Clinic, Cleveland, Ohio, USA
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Duarte GDC, Neto FGF, Júnior JFCM, Langhi DM. Implementation of a patient blood management program based on a low-income country-adapted clinical decision support system. Hematol Transfus Cell Ther 2021; 44:374-378. [PMID: 33741301 PMCID: PMC9477781 DOI: 10.1016/j.htct.2020.12.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 11/06/2020] [Accepted: 12/08/2020] [Indexed: 11/21/2022] Open
Abstract
Introduction Patient blood management (PBM) programs are associated with better patient outcomes, a reduced number of transfusions and cost-savings The Clinical Decision Support (CDS) systems are valuable tools in this process, but their availability is limited in developing countries This study assesses the feasibility and effectiveness of an adapted CDS system for low-income countries. Methods This was a prospective study of the PBM program implementation, in a 200-bed tertiary hospital, between February 2019 and May 2020. Outcome measures were red blood cell (RBC), fresh frozen plasma (FFP) and platelet unit transfusions, the transfusion of a single unit of red blood cells and an RBC adequacy index (RAI). Results Comparing the post-PBM program era with the pre-PBM system era, there was a decrease in red blood cell transfusions (p = 0.05), with an increase in single unit red blood cell transfusions (p = 0.005) and RAI (p < 0.001). Conclusions The PBM programs, including electronic transfusion guidelines with pre-transfusion medical auditing, was associated with improved transfusion practices and reduced product acquisition-related costs.
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Preoperative Anemia Treatment with Intravenous Iron Therapy in Patients Undergoing Abdominal Surgery: A Systematic Review. Adv Ther 2021; 38:1447-1469. [PMID: 33580485 PMCID: PMC7932933 DOI: 10.1007/s12325-021-01628-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Accepted: 01/15/2021] [Indexed: 12/21/2022]
Abstract
Introduction Preoperative anemia is associated with increased morbidity, mortality, and healthcare costs. As a result of the increased incidence of chronic blood loss and iron deficiency anemia in abdominal surgery patients and its impact on patient outcomes, we systematically evaluated the quality of evidence for preoperative intravenous (IV) administration of iron to patients with anemia undergoing major abdominal surgery with the focus on clinical outcomes. Methods In this systematic review, PubMed, Cochrane, The Cumulative Index to Nursing and Allied Health Literature, Web Of Science, and Excerpta Medica Database databases were searched up to 2019 using specific keywords. Inclusion criteria were patients that were over 18 years of age, underwent abdominal surgery, and received an IV iron treatment in the preoperative setting. Results The nine studies included in the final systematic review do not provide consistent evidence of a reduced incidence of allogeneic blood transfusions with preoperative IV iron administration. However, IV iron administration did consistently cause a significant increase in hemoglobin levels relative to oral iron therapy or no iron. Conclusion Overall, these findings are consistent in that IV iron administration is highly effective at rapidly increasing hemoglobin levels in patients with iron deficiency anemia undergoing major abdominal surgery. Unfortunately, there is currently no evidence of reduced incidence of allogeneic blood transfusions or other enhanced outcomes. Supplementary Information The online version contains supplementary material available at 10.1007/s12325-021-01628-7.
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Metcalf RA, Goodfellow J, Cail K, Blaylock R, Kawamoto K, Enniss T, Galaviz C, Lim M, Reddy S, Sharma V, Wanner N. Electronic clinical decision support: Evidence that default settings influence end-user behavior. Transfusion 2021; 61:669-670. [PMID: 33438332 DOI: 10.1111/trf.16269] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 10/01/2020] [Accepted: 11/15/2020] [Indexed: 01/26/2023]
Affiliation(s)
- Ryan A Metcalf
- Department of Pathology, University of Utah, Salt Lake City, Utah, USA.,ARUP Laboratories, Salt Lake City, Utah, USA
| | | | - Kelly Cail
- ARUP Laboratories, Salt Lake City, Utah, USA
| | - Robert Blaylock
- Department of Pathology, University of Utah, Salt Lake City, Utah, USA.,ARUP Laboratories, Salt Lake City, Utah, USA
| | - Kensaku Kawamoto
- Department of Medical Informatics, University of Utah, Salt Lake City, Utah, USA
| | - Toby Enniss
- Department of Surgery, University of Utah, Salt Lake City, Utah, USA
| | - Charles Galaviz
- Department of Anesthesiology, University of Utah, Salt Lake City, Utah, USA
| | - Ming Lim
- Department of Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Santosh Reddy
- Department of Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Vikas Sharma
- Department of Surgery, University of Utah, Salt Lake City, Utah, USA
| | - Nathan Wanner
- Department of Medicine, University of Utah, Salt Lake City, Utah, USA
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Tankard KA, Park B, Brovman EY, Bader AM, Urman RD. The Impact of Preoperative Intravenous Iron Therapy on Perioperative Outcomes in Cardiac Surgery: A Systematic Review. J Hematol 2020; 9:97-108. [PMID: 33224389 PMCID: PMC7665859 DOI: 10.14740/jh696] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2020] [Accepted: 08/18/2020] [Indexed: 01/05/2023] Open
Abstract
Background Anemia is common in cardiac surgery affecting 25-40% of patients and associated with increased blood transfusions, morbidity, mortality, and higher hospital costs. Higher rates of stroke, acute renal injury, and total number of adverse postoperative outcomes have also been reported to be associated with preoperative anemia. This systematic review assessed the current evidence for preoperative intravenous iron on major outcomes following cardiac surgery. Methods Outcome measures included postoperative hemoglobin, transfusion rates, major adverse events, and mortality. The review was conducted according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, and articles were identified using PubMed, Cochrane, CLINAHL, WOS, and EMBASE databases. Articles were included if they compared patients with and without preoperative anemia based on treatment with intravenous iron. Quality was assessed using Cochrane Risk of Bias Tool and Newcastle-Ottawa scale, and strength of evidence was assessed using the Grading of Recommendations, Assessment, Development and Evaluations (GRADE) approach. Results Of the articles reviewed, six met inclusion criteria. These included four randomized double-blind prospective cohort studies, one randomized non-blinded prospective study, and one non-randomized non-blinded prospective study with historical control. Across studies, 1,038 patients were enrolled. Two studies showed higher hemoglobin with iron therapy, and only one study showed significant differences in multiple outcomes such as transfusion and morbidity. Conclusions Given the paucity of studies and biases within them, the current evidence for treatment with intravenous iron prior to cardiac surgery is weak. More evidence is needed to support the administration of preoperative intravenous iron in cardiac surgery patients.
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Affiliation(s)
- Kelly A Tankard
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115, USA
| | - Brian Park
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115, USA
| | - Ethan Y Brovman
- Division of Cardiac Anesthesiology, Department of Anesthesiology and Perioperative Medicine, Tufts Medical Center, Tufts University School of Medicine, 800 Washington St, Boston, MA 02111, USA
| | - Angela M Bader
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115, USA.,Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Richard D Urman
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115, USA.,Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA 02115, USA
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Abbruzzese L, Agostini V, Livraghi A, Manzini PM, Marmifero M, Tirindelli CM. How to implement of patient blood management pillar 1: An Italian expert opinion based on a "bundles" approach. Transfus Apher Sci 2020; 59:102874. [PMID: 32713628 DOI: 10.1016/j.transci.2020.102874] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Accepted: 07/02/2020] [Indexed: 10/23/2022]
Abstract
Worldwide iron anemia is a common disorder with a significant economic burden on health-care systems. Red blood cell transfusion is the mainstay to correct anemia in surgical settings, but it is also an overused procedure and recent data support its possible role in worsening patient outcomes. Patient Blood Management (PBM) is a multidisciplinary approach to optimize hemostasis, manage anemia, minimize iatrogenic blood loss, and improve tolerance to anemia. The present paper aims to provide a "bundles" approach, based on several preoperative anemia management measures, to implement PBM Pillar 1 in clinical practice.
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Affiliation(s)
- Luciano Abbruzzese
- Transfusion Medicine, Azienda Ospedaliera "Card. G. Panico", Tricase, Lecce, Italy
| | - Vanessa Agostini
- Transfusion Medicine, Ospedale Policlinico San Martino, Genova, Italy
| | - Alessandra Livraghi
- Immunohematology and Transfusion Medicine Service, Fondazione IRCCS Policlinico S. Matteo, Pavia, Italy
| | - Paola Maria Manzini
- Blood Bank and Transfusion Medicine, AOU Città della Salute e della Scienza di Torino, Torino, Italy
| | - Melania Marmifero
- Transfusion Medicine, Azienda Ospedaliera SS Antonio e Biagio e Cesare Arrigo, Via Venezia 16, Alessandria, Italy.
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Lewkowicz D, Wohlbrandt A, Boettinger E. Economic impact of clinical decision support interventions based on electronic health records. BMC Health Serv Res 2020; 20:871. [PMID: 32933513 PMCID: PMC7491136 DOI: 10.1186/s12913-020-05688-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Accepted: 08/25/2020] [Indexed: 12/28/2022] Open
Abstract
Background Unnecessary healthcare utilization, non-adherence to current clinical guidelines, or insufficient personalized care are perpetual challenges and remain potential major cost-drivers for healthcare systems around the world. Implementing decision support systems into clinical care is promised to improve quality of care and thereby yield substantial effects on reducing healthcare expenditure. In this article, we evaluate the economic impact of clinical decision support (CDS) interventions based on electronic health records (EHR). Methods We searched for studies published after 2014 using MEDLINE, CENTRAL, WEB OF SCIENCE, EBSCO, and TUFTS CEA registry databases that encompass an economic evaluation or consider cost outcome measures of EHR based CDS interventions. Thereupon, we identified best practice application areas and categorized the investigated interventions according to an existing taxonomy of front-end CDS tools. Results and discussion Twenty-seven studies are investigated in this review. Of those, twenty-two studies indicate a reduction of healthcare expenditure after implementing an EHR based CDS system, especially towards prevalent application areas, such as unnecessary laboratory testing, duplicate order entry, efficient transfusion practice, or reduction of antibiotic prescriptions. On the contrary, order facilitators and undiscovered malfunctions revealed to be threats and could lead to new cost drivers in healthcare. While high upfront and maintenance costs of CDS systems are a worldwide implementation barrier, most studies do not consider implementation cost. Finally, four included economic evaluation studies report mixed monetary outcome results and thus highlight the importance of further high-quality economic evaluations for these CDS systems. Conclusion Current research studies lack consideration of comparative cost-outcome metrics as well as detailed cost components in their analyses. Nonetheless, the positive economic impact of EHR based CDS interventions is highly promising, especially with regard to reducing waste in healthcare.
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Affiliation(s)
- Daniel Lewkowicz
- Digital Health Center, Hasso Plattner Institute, University of Potsdam, Prof.-Dr.-Helmert-Str. 2-3, 14482, Potsdam, Germany.
| | - Attila Wohlbrandt
- Digital Health Center, Hasso Plattner Institute, University of Potsdam, Prof.-Dr.-Helmert-Str. 2-3, 14482, Potsdam, Germany
| | - Erwin Boettinger
- Digital Health Center, Hasso Plattner Institute, University of Potsdam, Prof.-Dr.-Helmert-Str. 2-3, 14482, Potsdam, Germany.,Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
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The incidence and risk factors for perioperative allogeneic blood transfusion in primary idiopathic scoliosis surgery. Spine Deform 2020; 8:695-702. [PMID: 32152964 DOI: 10.1007/s43390-020-00093-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2019] [Accepted: 02/14/2020] [Indexed: 10/24/2022]
Abstract
STUDY DESIGN Case-control study. OBJECTIVES Evaluate the rate and risk factors for perioperative allogeneic blood transfusion (ABT) in primary idiopathic scoliosis surgery at a single institution. Avoiding perioperative ABT is ideal as transfusions are associated with adverse reactions, increased rates of infection, prolonged hospitalization, additional laboratory testing, and increased cost. Risk factors identified in other studies have differed, and to our knowledge, few studies have identified clinical strategies to predict patients at high risk for ABT. METHODS We reviewed 402 idiopathic scoliosis patients who underwent primary posterior spinal fusion and instrumentation (PSFI) at a single institution from 2015 to 2017. Medical records and radiographs were reviewed for all patients. Transfused patients were compared to the remaining cohort to find significant differences and identify predictors of higher ABT risk. RESULTS ABT occurred in 73 patients (18.2%), with the majority of transfusions occurring intraoperatively (41%) or postoperatively on the day of surgery (25%). The seven surgeons involved varied significantly in incidence of ABT (2.4-35.8%, p = 0.002). Patients who had ABT were younger (13.3 vs. 14.1 years, p < 0.01), had lower BMI (48th vs. 61st percentile, p < 0.001), and lower preoperative hemoglobin (13.1 vs. 13.7 g/dL, p < 0.01). Greater preoperative major Cobb angle (69° vs. 61.5°, p < 0.001), number of fusion levels (11.8 vs. 10.3, p < 0.001), and estimated blood loss (770 vs. 448 mL, p < 0.001) also predicted ABT. CONCLUSIONS ABT was associated with several risk factors, five of which are known preoperatively. Surgeons can use knowledge of these risk factors to assess transfusion risk preoperatively and plan surgery, blood management, and laboratory testing accordingly. The development of best practices for ordering ABT is possible given the variation amongst providers. LEVEL OF EVIDENCE Level III.
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Smith A, Moon T, Pak T, Park B, Urman RD. Preoperative Anemia Treatment With Intravenous Iron in Patients Undergoing Major Orthopedic Surgery: A Systematic Review. Geriatr Orthop Surg Rehabil 2020; 11:2151459320935094. [PMID: 32637197 PMCID: PMC7323265 DOI: 10.1177/2151459320935094] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 05/12/2020] [Accepted: 05/14/2020] [Indexed: 12/11/2022] Open
Abstract
Introduction Based upon the Third National Health and Nutrition Examination Survey data, iron deficiency anemia is the cause of at least 20% of cases of anemia in adults over the age of 65. This is especially relevant in patients undergoing major orthopedic surgery as substantial perioperative blood loss is possible, leading to a high rate of allogeneic blood transfusion in total hip replacements, total knee replacements, and hip fracture repairs. Significance The results of this systematic review may be of interest to clinicians and hospital administrators evaluating the clinical efficacy and cost effectiveness of intravenous (IV) iron administration prior to major orthopedic surgery. Materials and Methods The original studies considered for this review included patients who were over 18 years of age, undergoing major orthopedic surgery, and who received an IV iron treatment in the preoperative setting. A total of 1083 articles were identified and reviewed. After removing duplicates, 1031 publications were screened, and 105 full-text studies were assessed for eligibility. A total of 98 were excluded and 7 articles remained which met the criteria for this review. The primary outcome examined in the included studies was the allogeneic blood transfusion rate. The secondary areas of interest were changes in serum hemoglobin, morbidity and mortality, length of stay, and cost effectiveness. Results This systematic review found little evidence that IV iron therapy is effective at reducing transfusion in patients undergoing major orthopedic surgery. Conclusions We do not recommend preoperative IV iron therapy for all patients scheduled for major orthopedic surgery.
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Affiliation(s)
- Aaron Smith
- Department of Anesthesiology and Pain Management, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Tiffany Moon
- Department of Anesthesiology and Pain Management, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Taylor Pak
- Department of Anesthesiology and Pain Management, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Brian Park
- Department of Anesthesiology, Perioperative Pain and Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Richard D Urman
- Department of Anesthesiology, Perioperative Pain and Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,Center for Surgery and Public Health, Harvard Medical School, Boston, MA, USA
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Meybohm P, Westphal S, Ravn HB, Ranucci M, Agarwal S, Choorapoikayil S, Spahn DR, Ahmed AB, Froessler B, Zacharowski K. Perioperative Anemia Management as Part of PBM in Cardiac Surgery – A Narrative Updated Review. J Cardiothorac Vasc Anesth 2020; 34:1060-1073. [DOI: 10.1053/j.jvca.2019.06.047] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Revised: 06/18/2019] [Accepted: 06/29/2019] [Indexed: 12/18/2022]
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Walczak S, Velanovich V. Prediction of perioperative transfusions using an artificial neural network. PLoS One 2020; 15:e0229450. [PMID: 32092108 PMCID: PMC7039514 DOI: 10.1371/journal.pone.0229450] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2019] [Accepted: 02/06/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Accurate prediction of operative transfusions is essential for resource allocation and identifying patients at risk of postoperative adverse events. This research examines the efficacy of using artificial neural networks (ANNs) to predict transfusions for all inpatient operations. METHODS Over 1.6 million surgical cases over a two year period from the NSQIP-PUF database are used. Data from 2014 (750937 records) are used for model development and data from 2015 (885502 records) are used for model validation. ANN and regression models are developed to predict perioperative transfusions for surgical patients. RESULTS Various ANN models and logistic regression, using four variable sets, are compared. The best performing ANN models with respect to both sensitivity and area under the receiver operator characteristic curve outperformed all of the regression models (p < .001) and achieved a performance of 70-80% specificity with a corresponding 75-62% sensitivity. CONCLUSION ANNs can predict >75% of the patients who will require transfusion and 70% of those who will not. Increasing specificity to 80% still enables a sensitivity of almost 67%. The unique contribution of this research is the utilization of a single ANN model to predict transfusions across a broad range of surgical procedures.
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Affiliation(s)
- Steven Walczak
- School of Information, Florida Center for Cybersecurity, University of South Florida, Tampa, FL, United States of America
| | - Vic Velanovich
- Department of Surgery, Morsani College of Medicine, University of South Florida, Tampa, FL, United States of America
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Hernandez-Boussard T, Blayney DW, Brooks JD. Leveraging Digital Data to Inform and Improve Quality Cancer Care. Cancer Epidemiol Biomarkers Prev 2020; 29:816-822. [PMID: 32066619 DOI: 10.1158/1055-9965.epi-19-0873] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Revised: 10/03/2019] [Accepted: 02/12/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Efficient capture of routine clinical care and patient outcomes is needed at a population-level, as is evidence on important treatment-related side effects and their effect on well-being and clinical outcomes. The increasing availability of electronic health records (EHR) offers new opportunities to generate population-level patient-centered evidence on oncologic care that can better guide treatment decisions and patient-valued care. METHODS This study includes patients seeking care at an academic medical center, 2008 to 2018. Digital data sources are combined to address missingness, inaccuracy, and noise common to EHR data. Clinical concepts were identified and extracted from EHR unstructured data using natural language processing (NLP) and machine/deep learning techniques. All models are trained, tested, and validated on independent data samples using standard metrics. RESULTS We provide use cases for using EHR data to assess guideline adherence and quality measurements among patients with cancer. Pretreatment assessment was evaluated by guideline adherence and quality metrics for cancer staging metrics. Our studies in perioperative quality focused on medications administered and guideline adherence. Patient outcomes included treatment-related side effects and patient-reported outcomes. CONCLUSIONS Advanced technologies applied to EHRs present opportunities to advance population-level quality assessment, to learn from routinely collected clinical data for personalized treatment guidelines, and to augment epidemiologic and population health studies. The effective use of digital data can inform patient-valued care, quality initiatives, and policy guidelines. IMPACT A comprehensive set of health data analyzed with advanced technologies results in a unique resource that facilitates wide-ranging, innovative, and impactful research on prostate cancer. This work demonstrates new ways to use the EHRs and technology to advance epidemiologic studies and benefit oncologic care.See all articles in this CEBP Focus section, "Modernizing Population Science."
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Affiliation(s)
- Tina Hernandez-Boussard
- Department of Medicine, Stanford University, Stanford, California. .,Department of Biomedical Data Science, Stanford University, Stanford, California.,Department of Surgery, Stanford University School of Medicine, Stanford, California
| | - Douglas W Blayney
- Department of Medicine, Stanford University, Stanford, California.,Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California
| | - James D Brooks
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California.,Department of Urology, Stanford University School of Medicine, Stanford, California
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Swart N, Morris S, Murphy MF. Economic value of clinical decision support allied to direct data feedback to clinicians: blood usage in haematology. Vox Sang 2020; 115:293-302. [DOI: 10.1111/vox.12880] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Revised: 11/27/2019] [Accepted: 12/04/2019] [Indexed: 11/28/2022]
Affiliation(s)
- Nicholas Swart
- Department of Applied Health Research University College London London UK
| | - Stephen Morris
- Department of Applied Health Research University College London London UK
- Department of Public Health and Primary Care University of Cambridge Cambridge UK
| | - Michael F Murphy
- NIHR Biomedical Research Centre Blood Theme Oxford University Hospitals University of Oxford Oxford UK
- NHS Blood & Transplant Oxford UK
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Surbek D, Vial Y, Girard T, Breymann C, Bencaiova GA, Baud D, Hornung R, Taleghani BM, Hösli I. Patient blood management (PBM) in pregnancy and childbirth: literature review and expert opinion. Arch Gynecol Obstet 2020; 301:627-641. [PMID: 31728665 PMCID: PMC7033066 DOI: 10.1007/s00404-019-05374-8] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Accepted: 10/31/2019] [Indexed: 12/24/2022]
Abstract
PURPOSE Patient blood management [PBM] has been acknowledged and successfully introduced in a wide range of medical specialities, where blood transfusions are an important issue, including anaesthesiology, orthopaedic surgery, cardiac surgery, or traumatology. Although pregnancy and obstetrics have been recognized as a major field of potential haemorrhage and necessity of blood transfusions, there is still little awareness among obstetricians regarding the importance of PBM in this area. This review, therefore, summarizes the importance of PBM in obstetrics and the current evidence on this topic. METHOD We review the current literature and summarize the current evidence of PBM in pregnant women and postpartum with a focus on postpartum haemorrhage (PPH) using PubMed as literature source. The literature was reviewed and analysed and conclusions were made by the Swiss PBM in obstetrics working group of experts in a consensus meeting. RESULTS PBM comprises a series of measures to maintain an adequate haemoglobin level, improve haemostasis and reduce bleeding, aiming to improve patient outcomes. Despite the fact that the WHO has recommended PBM early 2010, the majority of hospitals are in need of guidelines to apply PBM in daily practice. PBM demonstrated a reduction in morbidity, mortality, and costs for patients undergoing surgery or medical interventions with a high bleeding potential. All pregnant women have a significant risk for PPH. Risk factors do exist; however, 60% of women who experience PPH do not have a pre-existing risk factor. Patient blood management in obstetrics must, therefore, not only be focused on women with identified risk factor for PPH, but on all pregnant women. Due to the risk of PPH, which is inherent to every pregnancy, PBM is of particular importance in obstetrics. Although so far, there is no clear guideline how to implement PBM in obstetrics, there are some simple, effective measures to reduce anaemia and the necessity of transfusions in women giving birth and thereby improving clinical outcome and avoiding complications. CONCLUSION PBM in obstetrics is based on three main pillars: diagnostic and/or therapeutic interventions during pregnancy, during delivery and in the postpartum phase. These three main pillars should be kept in mind by all professionals taking care of pregnant women, including obstetricians, general practitioners, midwifes, and anaesthesiologists, to improve pregnancy outcome and optimize resources.
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Affiliation(s)
- Daniel Surbek
- Department of Obstetrics and Gynaecology, Bern University Hospital, Insel Hospital, University of Bern, Friedbühlstrasse 19, 3010, Bern, Switzerland.
| | - Yvan Vial
- Service of Obstetrics, Department Woman-Mother-Child, University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland
| | - Thierry Girard
- Department of Anaesthesiology, University Hospital Basel, Basel, Switzerland
| | - Christian Breymann
- Obstetric Research-Feto Maternal Haematology Unit, University Hospital Zurich, Zurich, Switzerland
| | | | - David Baud
- Service of Obstetrics, Department Woman-Mother-Child, University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland
| | - René Hornung
- Department of Obstetrics and Gynaecology, St. Gallen Cantonal Hospital, St. Gallen, Switzerland
| | | | - Irene Hösli
- Clinic of Obstetrics and Gynaecology, University Hospital Basel, Basel, Switzerland
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Increased risk of blood transfusion in patients with diabetes mellitus sustaining non-major burn injury. Burns 2019; 46:888-896. [PMID: 31848083 DOI: 10.1016/j.burns.2019.10.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2019] [Revised: 09/01/2019] [Accepted: 10/20/2019] [Indexed: 01/22/2023]
Abstract
BACKGROUND Due to the increased mortality and morbidity associated with blood transfusion, identifying modifiable predictors of transfusion are vital to prevent or minimise blood use. We hypothesised that burn patients with diabetes mellitus were more likely to be prescribed a transfusion. These patients tend to have increased age, number of comorbidities, infection risk and need for surgery which are all factors reported previously to be associated with blood use. OBJECTIVE To determine whether patients with diabetes mellitus who have sustained a burn ≤20% total body surface area (TBSA) are at higher risk of receiving red blood cell transfusion compared to those without diabetes mellitus. METHOD This was a retrospective cohort study including patients admitted to the major Burns Unit in Western Australia for management of a burn injury. Only the first hospital admission between May 2008 to February 2017 were included. RESULTS Among 2101 patients with burn injuries ≤20% TBSA, 48 (2.3%) received packed red blood cells and 169 (8.0%) had diabetes. There were 13 (7.7%) diabetic patients that were transfused versus 35 (1.8%) non-diabetic patients. Patients with diabetes were 5.2 (p = 0.034) times more likely to receive packed red blood cells after adjusting for percentage TBSA, haemoglobin at admission or prior to transfusion, number of surgeries, total comorbid burden and incidence of infection. As percentage TBSA increases, the probability of packed red blood cell transfusion increases at a higher rate in DM patients. CONCLUSIONS This study showed that diabetic patients with burn injuries ≤20% TBSA have a higher probability of receiving packed red blood cell transfusion compared to patients without diabetes. This effect was compounded in burns with higher percentage TBSA.
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