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Ostermann M, Auzinger G, Grocott M, Morton-Bailey V, Raphael J, Shaw AD, Zarbock A. Perioperative fluid management: evidence-based consensus recommendations from the international multidisciplinary PeriOperative Quality Initiative. Br J Anaesth 2024; 133:1263-1275. [PMID: 39341776 DOI: 10.1016/j.bja.2024.07.038] [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: 11/25/2023] [Revised: 07/11/2024] [Accepted: 07/31/2024] [Indexed: 10/01/2024] Open
Abstract
Fluid therapy is an integral component of perioperative management. In light of emerging evidence in this area, the Perioperative Quality Initiative (POQI) convened an international multiprofessional expert meeting to generate evidence-based consensus recommendations for fluid management in patients undergoing surgery. This article provides a summary of the recommendations for perioperative fluid management of surgical patients from the preoperative period until hospital discharge and for all types of elective and emergency surgery, apart from burn injuries and head and neck surgery. Where evidence was lacking, recommendations for future research were generated. Specific recommendations are made for fluid management in elective major noncardiac surgery, cardiopulmonary bypass, thoracic surgery, neurosurgery, minor noncardiac surgery under general anaesthesia, and critical illness. There are ongoing gaps in knowledge resulting in variation in practice and some disagreement with our consensus recommendations. Perioperative fluid management should be individualised, taking into account the type of surgery and important patient factors, including intravascular volume status and acute and chronic comorbidities. Recommendations are made for further research in perioperative fluid management to address important gaps.
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Affiliation(s)
- Marlies Ostermann
- Department of Intensive Care, Guy's & St Thomas' Hospital, London, UK; King's College London, Faculty of Life Sciences & Medicine, London, UK.
| | - Georg Auzinger
- Department of Critical Care, Cleveland Clinic London, London, UK; King's College London, Faculty of Life Sciences & Medicine, London, UK
| | - Michael Grocott
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton/University of Southampton, Southampton, UK
| | | | - Jacob Raphael
- Department of Anesthesiology and Perioperative Medicine, Thomas Jefferson University Hospital, Sidney Kimmel Medical College, Philadelphia, PA, USA
| | - Andrew D Shaw
- Department of Intensive Care and Resuscitation, Cleveland Clinic, Cleveland, OH, USA
| | - Alexander Zarbock
- Department of Anesthesiology, Intensive Care and Pain Medicine, University Hospital of Münster, Münster, Germany
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Callum J, Skubas NJ, Bathla A, Keshavarz H, Clark EG, Rochwerg B, Fergusson D, Arbous S, Bauer SR, China L, Fung M, Jug R, Neill M, Paine C, Pavenski K, Shah PS, Robinson S, Shan H, Szczepiorkowski ZM, Thevenot T, Wu B, Stanworth S, Shehata N. Use of Intravenous Albumin: A Guideline From the International Collaboration for Transfusion Medicine Guidelines. Chest 2024; 166:321-338. [PMID: 38447639 PMCID: PMC11317816 DOI: 10.1016/j.chest.2024.02.049] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 02/23/2024] [Accepted: 02/27/2024] [Indexed: 03/08/2024] Open
Abstract
BACKGROUND Albumin is used commonly across a wide range of clinical settings to improve hemodynamics, to facilitate fluid removal, and to manage complications of cirrhosis. The International Collaboration for Transfusion Medicine Guidelines developed guidelines for the use of albumin in patients requiring critical care, undergoing cardiovascular surgery, undergoing kidney replacement therapy, or experiencing complications of cirrhosis. STUDY DESIGN AND METHODS Cochairs oversaw the guideline development process and the panel included researchers, clinicians, methodologists, and a patient representative. The evidence informing this guideline arises from a systematic review of randomized clinical trials and systematic reviews, in which multiple databases were searched (inception through November 23, 2022). The panel reviewed the data and formulated the guideline recommendations using Grading of Recommendations Assessment, Development, and Evaluation methodology. The guidelines were revised after public consultation. RESULTS The panel made 14 recommendations on albumin use in adult critical care (three recommendations), pediatric critical care (one recommendation), neonatal critical care (two recommendations), cardiovascular surgery (two recommendations), kidney replacement therapy (one recommendation), and complications of cirrhosis (five recommendations). Of the 14 recommendations, two recommendations had moderate certainty of evidence, five recommendations had low certainty of evidence, and seven recommendations had very low certainty of evidence. Two of the 14 recommendations suggested conditional use of albumin for patients with cirrhosis undergoing large-volume paracentesis or with spontaneous bacterial peritonitis. Twelve of 14 recommendations did not suggest albumin use in a wide variety of clinical situations where albumin commonly is transfused. INTERPRETATION Currently, few evidence-based indications support the routine use of albumin in clinical practice to improve patient outcomes. These guidelines provide clinicians with actionable recommendations on the use of albumin.
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Affiliation(s)
- Jeannie Callum
- Department of Pathology and Molecular Medicine, Queen's University and Kingston Health Sciences Centre, Kingston, ON, Canada.
| | - Nikolaos J Skubas
- Department of Cardiothoracic Anesthesiology, Anesthesiology Institute, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH
| | | | | | - Edward G Clark
- Division of Nephrology, University of Ottawa, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Bram Rochwerg
- Department of Medicine and Department of Health Research Methods, Evidence and Impact, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Dean Fergusson
- Department of Medicine, University of Ottawa, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Sesmu Arbous
- Department of Critical Care, Leiden University Medical Center, Leiden, The Netherlands
| | - Seth R Bauer
- Department of Pharmacy, Cleveland Clinic, Cleveland, OH
| | - Louise China
- Department of Hepatology and Institute for Liver and Digestive Health, The Royal Free NHS Trust and University College London, London, England
| | - Mark Fung
- Department of Pathology and Laboratory Medicine, University of Vermont Medical Center, Burlington, VT
| | - Rachel Jug
- University of Cincinnati College of Medicine, Cincinnati, OH
| | | | - Cary Paine
- Division of Nephrology, Department of Medicine, University of Washington, Seattle, WA
| | - Katerina Pavenski
- Department of Laboratory Medicine and Pathobiology, Mount Sinai Hospital, Toronto, ON, Canada
| | - Prakesh S Shah
- Institute of Health Policy, Management, and Evaluation, Mount Sinai Hospital, Toronto, ON, Canada; Department of Pediatrics, Mount Sinai Hospital, Toronto, ON, Canada
| | - Susan Robinson
- Department of Clinical Haematology, Guy's and St Thomas' NHS Foundation Trust, London, England
| | - Hua Shan
- Department of Pathology, Stanford University School of Medicine, Palo Alto, CA
| | | | - Thierry Thevenot
- Service d'Hépatologie, Centre Hospitalier Régional et Universitaire de Besançon, Besançon, France
| | - Bovey Wu
- Department of Internal Medicine, Graduate Medical Education, Loma Linda University, Loma Linda, CA
| | - Simon Stanworth
- NHS Blood and Transplant, Oxford, England; Radcliffe Department of Medicine, University of Oxford, Oxford, England; John Radcliffe Hospital, Oxford University Hospitals NHS Foundation Trust, Oxford, England
| | - Nadine Shehata
- Department of Medicine, University of Toronto, Mount Sinai Hospital, Toronto, ON, Canada; Transfusion Medicine Laboratory, Mount Sinai Hospital, Toronto, ON, Canada
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Qiu J, Hao Y, Huang S, Wang T, He X, Wang W, Du D, Mao Y, Yuan Y. Serum Albumin for Short-Term Poor Prognosis in Patients With Acute Pulmonary Embolism: A Clinical Study Based on a Database. Angiology 2024:33197241226881. [PMID: 38193449 DOI: 10.1177/00033197241226881] [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: 01/10/2024]
Abstract
The relationship between serum albumin (ALB) and short-term prognosis in patients with acute pulmonary embolism (APE) remains unclear. We investigated the predictive value of ALB for short-term prognosis in APE patients using our hospital pulmonary embolism (PE) database (384 patients consecutively collected). Logistic regression analysis and nomograms were applied to construct the predictive model, and validation was assessed. A total of 340 APE patients were included, with a 30-day all-cause mortality rate of 8.5%. The incidence of hypoalbuminemia was 15.9%. The odds ratio (OR) for short-term mortality in patients with high ALB was 0.89 (0.886, 95% CI: 0.812-0.967). Additionally, we created a nomogram for individualized mortality risk prediction. Receiver operating characteristic (ROC) curve analysis showed that the diagnostic area under the curve (AUC) of ALB was 0.758 (95% CI 0.683-0.833), and the best cut-off value was 33.85 g/L. Optimal simplified Pulmonary Embolism Severity Index (sPESI) (ALB combined sPESI) AUC was 0.835 (95% CI 0.775-0.896). Baseline hypoalbuminemia may be an independent prognostic indicator of short-term mortality in patients with APE.
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Affiliation(s)
- Jiayong Qiu
- Department of Respiratory and Critical Care Medicine, The Second Hospital of Hebei Medical University, Shijiazhuang, China
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China
| | - Yingying Hao
- Department of Radiation Oncology, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China
| | - Shenshen Huang
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China
| | - Tongsheng Wang
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China
| | - Xuegai He
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China
| | - Wei Wang
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China
| | - Dan Du
- Department of Respiratory and Critical Care Medicine, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Yimin Mao
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China
| | - Yadong Yuan
- Department of Respiratory and Critical Care Medicine, The Second Hospital of Hebei Medical University, Shijiazhuang, China
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Lysandrou M, Rice-Weimer J, Yemele Kitio SA, Elmitwalli I, Kadado A, Samora W, Corridore M, Tobias JD. Use of a Novel Buffered Hypertonic Saline Solution for Fluid Replacement and Resuscitation During Spinal Surgery in Adolescents. J Clin Med Res 2024; 16:1-7. [PMID: 38327392 PMCID: PMC10846487 DOI: 10.14740/jocmr5059] [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: 10/27/2023] [Accepted: 12/28/2023] [Indexed: 02/09/2024] Open
Abstract
Background During major orthopedic procedures, such as posterior spinal fusion (PSF), isotonic fluids, colloids, starches, or gelatins are commonly used to replace the preoperative fluid deficit and provide ongoing fluid resuscitation. Given recent concerns regarding the potential adverse physiologic effects of albumin solutions, we have modified our intraoperative practice to include the use of a novel 2% buffered hypertonic saline solution during major orthopedic procedures. We present our preliminary clinical experience with this novel fluid for intraoperative resuscitation and its impact on limiting the use of 5% albumin. Methods A retrospective review was performed to identify patients who received 2% buffered hypertonic saline during PSF. The intraoperative course of these patients was compared to case-matched control patients who received standard care with isotonic fluids plus 5% albumin as an adjunct for intravascular resuscitation. Results The study cohort included 23 patients who received 2% buffered hypertonic saline and 25 in the case-matched control group. There was no difference in the volume of intraoperative isotonic crystalloid fluids, estimated blood loss, and urine output between the two groups. In the control cohort, 19 of 25 patients (76%) received 5% albumin compared to only six of 23 patients (26%, P = 0.0005) in the 2% buffered hypertonic saline group. The final pH was higher in the patients that received 2% buffered hypertonic saline than in the control group (7.40 ± 0.03 versus 7.36 ± 0.06, P = 0.0131). Additionally, the starting and final serum sodium values were higher in the patients that received 2% buffered hypertonic saline, although no difference was noted in the mean change from the starting value (average increase of 2 mEq/L in both groups). Conclusion Use of a novel 2% buffered hypertonic saline solution for intraoperative resuscitation during major orthopedic procedures decreases the need for 5% albumin while avoiding the development of hyperchloremic metabolic acidosis which may occur with standard sodium chloride solutions.
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Affiliation(s)
- Maria Lysandrou
- The Ohio State University College of Medicine, Columbus, OH, USA
| | - Julie Rice-Weimer
- Department of Anesthesiology & Pain Medicine, Nationwide Children’s Hospital, Columbus, OH, USA
| | | | - Islam Elmitwalli
- Department of Anesthesiology & Pain Medicine, Nationwide Children’s Hospital, Columbus, OH, USA
| | - Allen Kadado
- Division of Pediatric Orthopedic Surgery, Nationwide Children’s Hospital and The Ohio State University, Columbus, OH, USA
| | - Walter Samora
- Division of Pediatric Orthopedic Surgery, Nationwide Children’s Hospital and The Ohio State University, Columbus, OH, USA
| | - Marco Corridore
- Division of Pediatric Orthopedic Surgery, Nationwide Children’s Hospital and The Ohio State University, Columbus, OH, USA
- Department of Anesthesiology & Pain Medicine, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Joseph D. Tobias
- Division of Pediatric Orthopedic Surgery, Nationwide Children’s Hospital and The Ohio State University, Columbus, OH, USA
- Department of Anesthesiology & Pain Medicine, The Ohio State University College of Medicine, Columbus, OH, USA
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Talvasto A, Ilmakunnas M, Raivio P, Vlasov H, Hiippala S, Suojaranta R, Wilkman E, Petäjä L, Helve O, Juvonen T, Pesonen E. Albumin Infusion and Blood Loss After Cardiac Surgery. Ann Thorac Surg 2023; 116:392-399. [PMID: 37120084 DOI: 10.1016/j.athoracsur.2023.03.041] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 02/11/2023] [Accepted: 03/13/2023] [Indexed: 05/01/2023]
Abstract
BACKGROUND In the recent ALBICS (ALBumin In Cardiac Surgery) trial, 4% albumin used for cardiopulmonary bypass priming and volume replacement increased perioperative bleeding compared with Ringer acetate. In the present exploratory study, albumin-related bleeding was further characterized. METHODS Ringer acetate and 4% albumin were compared in a randomized, double-blinded fashion in 1386 on-pump adult cardiac surgery patients. The study end points for bleeding were the Universal Definition of Perioperative Bleeding (UDPB) class and its components. RESULTS The UDPB bleeding grades were higher in the albumin group than the Ringer group: "insignificant" (albumin vs Ringer: 47.5% vs 62.9%), "mild" (12.7% vs 8.9%), "moderate" (28.7% vs 24.4%), "severe" (10.2% vs 3.2%), and "massive" (0.9% vs. 0.6%; P < .001). Patients in the albumin group received red blood cells (45.2% vs 31.5%; odds ratio [OR], 1.80; 95% CI, 1.44-2.24; P < .001), platelets (33.3% vs 21.8%; OR, 1.79; 95% CI, 1.41-2.28; P < .001), and fibrinogen (5.6% vs 2.6%; OR, 2.24; 95% CI, 1.27-3.95; P < .05), and underwent resternotomy (5.3% vs 1.9%; OR, 2.95; 95% CI, 1.55-5.60, P < .001) more often than patients in the Ringer group. The strongest predictors of bleeding were albumin group allocation (OR, 2.18; 95% CI, 1.74-2.74) and complex (OR, 2.61; 95% CI, 2.02-3.37) and urgent surgery (OR, 1.63; 95% CI, 1.26-2.13). In interaction analysis, the effect of albumin on the risk of bleeding was stronger in patients on preoperative acetylsalicylic acid. CONCLUSIONS Perioperative administration of albumin, compared with Ringer's acetate, resulted in increased blood loss and higher UDBP class. The magnitude of this effect was similar to the complexity and urgency of the surgery.
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Affiliation(s)
- Akseli Talvasto
- Department of Anesthesiology and Intensive Care Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Minna Ilmakunnas
- Department of Anesthesiology and Intensive Care Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Peter Raivio
- Department of Cardiac Surgery, Heart and Lung Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Hanna Vlasov
- Department of Anesthesiology and Intensive Care Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Seppo Hiippala
- Department of Anesthesiology and Intensive Care Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Raili Suojaranta
- Department of Anesthesiology and Intensive Care Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Erika Wilkman
- Department of Anesthesiology and Intensive Care Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Liisa Petäjä
- Department of Anesthesiology and Intensive Care Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Otto Helve
- Pediatric Research Center, Children's Hospital, University of Helsinki and Helsinki University Hospital, Helsinki, Finland; Department of Health Security, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Tatu Juvonen
- Department of Cardiac Surgery, Heart and Lung Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Eero Pesonen
- Department of Anesthesiology and Intensive Care Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.
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Association between 20% Albumin Use and Acute Kidney Injury in Major Abdominal Surgery with Transfusion. Int J Mol Sci 2023; 24:ijms24032333. [PMID: 36768655 PMCID: PMC9916446 DOI: 10.3390/ijms24032333] [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: 12/21/2022] [Revised: 01/11/2023] [Accepted: 01/19/2023] [Indexed: 01/26/2023] Open
Abstract
Red blood cell (RBC) transfusion and albumin administration can affect kidney function. We aimed to evaluate the association between intraoperative 20% albumin administration and acute kidney injury (AKI), along with the duration of hospitalization and 30-day mortality in patients undergoing major abdominal surgery with RBC transfusion. This retrospective study included 2408 patients who received transfusions during major abdominal surgery. Patients were categorized into albumin (n = 842) or no-albumin (n = 1566) groups. We applied inverse probability of treatment weighting (IPTW), propensity score (PS) matching (PSM), and PS covariate adjustment to assess the effect of albumin administration on the outcomes. In the unadjusted cohort, albumin administration was significantly associated with increased risk of AKI, prolonged hospitalization, and higher 30-day mortality. However, there was no significant association between albumin administration and AKI after adjustment (OR 1.26, 95% CI 0.90-1.76 for the IPTW; OR 1.03, 95% CI 0.72-1.48 for the PSM; and OR 1.04, 95% CI 0.76-1.43 for the PS covariate adjustment methods). While albumin exposure remained associated with prolonged hospitalization after adjustment, it did not affect 30-day mortality. Our findings suggest that hyper-oncotic albumin can be safely administered to patients who are at risk of developing AKI due to RBC transfusion.
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Liu L, McCluskey SA, Law M, Abrahamyan L, Peer M, Tait G, Rao V, Wijeysundera DN, Scales DC, Callum J, Karkouti K, Bartoszko J. Albumin use for fluid resuscitation in cardiac surgical patients: a survey of Canadian perioperative care providers. Can J Anaesth 2022; 69:818-831. [PMID: 35378686 DOI: 10.1007/s12630-022-02237-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 01/02/2022] [Accepted: 01/26/2022] [Indexed: 11/25/2022] Open
Abstract
PURPOSE To evaluate the perceptions and practices of Canadian cardiovascular anesthesiologists and intensivists towards intravenous albumin as a resuscitation fluid in patients undergoing cardiac surgery. METHODS We conducted a cross-sectional survey of cardiac anesthesiologists and intensivists involved in the care of cardiac surgical patients. The 22-item survey included seven open-ended questions and assessed practice patterns and attitudes towards albumin. Descriptive statistics were analyzed using counts and proportions. Qualitative data were analyzed to identify themes describing albumin use patterns in Canada. RESULTS A total of 133 respondents from seven provinces participated, with 83 (62%) using albumin perioperatively. The majority of respondents (77%) felt a low fluid balance in cardiac surgical patients was important, and that supplementing crystalloids with albumin was helpful for this objective (67%). There was poor agreement among survey respondents regarding the role of albumin for faster vasopressor weaning or intensive care discharge, and ≥ 90% did not feel albumin reduced mortality, renal injury, or coagulopathy. Nevertheless, cardiac surgical patients were identified as a distinct population where albumin may help to minimize fluid balance. There was an acknowledged paucity of formal evidence supporting possible benefits. Fewer than 10% of respondents could identify institutional or national guidelines for albumin use. A lack of evidence supporting albumin use in cardiac surgical patients, especially those at highest risk of complications, was a frequently identified concern. CONCLUSIONS The majority of Canadian anesthesiologists and intensivists (62%) use albumin in cardiac surgical patients. There is clinical equipoise regarding its utility, and an acknowledged need for higher quality evidence to guide practice.
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Affiliation(s)
- Laura Liu
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Department of Anesthesia and Pain Management, Toronto General Hospital - University Health Network, Sinai Health System, Women's College Hospital, University of Toronto, Toronto, ON, Canada
| | - Stuart A McCluskey
- Department of Anesthesia and Pain Management, Toronto General Hospital - University Health Network, Sinai Health System, Women's College Hospital, University of Toronto, Toronto, ON, Canada
- Peter Munk Cardiac Centre and Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada
- Department of Anesthesiology and Pain Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Michael Law
- Department of Anesthesia, Pharmacology & Therapeutics, The University of British Columbia, Vancouver, BC, Canada
- Department of Anesthesia, Royal Columbian Hospital, Fraser Health Authority, Vancouver, BC, Canada
| | - Lusine Abrahamyan
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Miki Peer
- Department of Anesthesia and Pain Management, Toronto General Hospital - University Health Network, Sinai Health System, Women's College Hospital, University of Toronto, Toronto, ON, Canada
| | - Gordon Tait
- Department of Anesthesia and Pain Management, Toronto General Hospital - University Health Network, Sinai Health System, Women's College Hospital, University of Toronto, Toronto, ON, Canada
- Department of Anesthesiology and Pain Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Vivek Rao
- Division of Cardiac Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Duminda N Wijeysundera
- Department of Anesthesiology and Pain Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
- Department of Anesthesia, and Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada
| | - Damon C Scales
- Sunnybrook Research Institute, Toronto, ON, Canada
- Interdepartmental Division of Critical Care Medicine, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Jeannie Callum
- Sunnybrook Research Institute, Toronto, ON, Canada
- Department of Pathology and Molecular Medicine, Kingston Health Sciences Centre and Queens University, Kingston, ON, Canada
| | - Keyvan Karkouti
- Department of Anesthesia and Pain Management, Toronto General Hospital - University Health Network, Sinai Health System, Women's College Hospital, University of Toronto, Toronto, ON, Canada
- Peter Munk Cardiac Centre and Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada
- Department of Anesthesiology and Pain Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Justyna Bartoszko
- Department of Anesthesia and Pain Management, Toronto General Hospital - University Health Network, Sinai Health System, Women's College Hospital, University of Toronto, Toronto, ON, Canada.
- Peter Munk Cardiac Centre and Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada.
- Department of Anesthesiology and Pain Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada.
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