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Mathis MR, Mentz GB, Cao J, Balczewski EA, Janda AM, Likosky DS, Schonberger RB, Hawkins RB, Heung M, Ailawadi G, Ladhania R, Sjoding MW, Kheterpal S, Singh K. Hospital and Clinician Practice Variation in Cardiac Surgery and Postoperative Acute Kidney Injury. JAMA Netw Open 2025; 8:e258342. [PMID: 40314957 PMCID: PMC12048843 DOI: 10.1001/jamanetworkopen.2025.8342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Accepted: 02/27/2025] [Indexed: 05/03/2025] Open
Abstract
Importance Approximately 30% of US patients develop acute kidney injury (AKI) after cardiac surgery, which is associated with increased morbidity, mortality, and health care costs. The variation in potentially modifiable hospital- and clinician-level operating room practices and their implications for AKI have not been rigorously evaluated. Objective To quantify variation in clinician- and hospital-level hemodynamic and resuscitative practices during cardiac surgery and identify their associations with AKI. Design, Setting, and Participants This cohort study analyzed integrated hospital, clinician, and patient data extracted from the Multicenter Perioperative Outcomes Group dataset and the Society of Thoracic Surgeons Adult Cardiac Surgical Database. Participants were adult patients (aged ≥18 years) who underwent cardiac surgical procedures between January 1, 2014, and February 1, 2022, at 8 geographically diverse US hospitals. Patients were followed up through March 2, 2022. Statistical analyses were performed from October 2024 to February 2025. Exposures Hospital- and clinician-level variations in operating room hemodynamic practices (inotrope infusion >60 minutes and vasopressor infusion >60 minutes) and resuscitative practices (homologous red blood cell [RBC] transfusion and total fluid volume administration). Main Outcomes and Measures The primary outcome was consensus guideline-defined AKI (any stage) within 7 days after cardiac surgery. Hospital- and clinician-level variations were quantified using intraclass correlation coefficients (ICCs). Associations of hospital- and clinician-level practices with AKI were analyzed using multilevel mixed-effects models, adjusting for patient-level characteristics. Results Among 23 389 patients (mean [SD] age, 63 [13] years; 16 122 males [68.9%]), 4779 (20.4%) developed AKI after cardiac surgery. AKI rates varied across hospitals (median [IQR], 21.7% [15.5%-27.2%]) and clinicians (18.1% [10.1%-23.7%]). Significant clinician- and hospital-level variation existed for inotrope infusion (ICC, 6.2% [95% CI, 4.2%-8.0%] vs 17.9% [95% CI, 3.3%-31.9%]), vasopressor infusion (ICC, 11.7% [95% CI, 8.3%-14.9%] vs 44.5% [95% CI, 11.7%-63.5%]), RBC transfusion (ICC, 1.7% [95% CI, 0.9%-2.6%] vs 4.5% [95% CI, 1.2%-9.4%]), and fluid volume administration (ICC, 2.1% [95% CI, 1.3%-2.7%] vs 23.8% [95% CI, 2.7%-39.9%]). In multilevel risk-adjusted models, the AKI rate was higher for patients at hospitals with higher inotrope infusion rates (adjusted odds ratio [AOR], 1.98; 95% CI, 1.18-3.33; P = .01) and lower among clinicians with higher RBC transfusion rates (AOR, 0.89; 95% CI, 0.79-0.99; P = .03). Other practice variations were not associated with AKI. Conclusions and Relevance This cohort study of adult patients found that hospital- and clinician-level variation in operating room practices was associated with AKI after cardiac surgery, suggesting possible targets for intervention.
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Affiliation(s)
- Michael R. Mathis
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor
- Department of Computational Bioinformatics, University of Michigan Medical School, Ann Arbor
| | - Graciela B. Mentz
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor
| | - Jie Cao
- Joan and Irwin Jacobs Center for Health Innovation, University of California San Diego
| | - Emily A. Balczewski
- Department of Computational Bioinformatics, University of Michigan Medical School, Ann Arbor
| | - Allison M. Janda
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor
| | - Donald S. Likosky
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor
| | | | - Robert B. Hawkins
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor
| | - Michael Heung
- Nephrology Division, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor
| | - Gorav Ailawadi
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor
| | - Rahul Ladhania
- Department of Health Management and Policy, University of Michigan, Ann Arbor
- Department of Biostatistics, University of Michigan, Ann Arbor
| | - Michael W. Sjoding
- Department of Internal Medicine, Pulmonary and Critical Care Medicine, University of Michigan Medical School, Ann Arbor
| | - Sachin Kheterpal
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor
| | - Karandeep Singh
- Joan and Irwin Jacobs Center for Health Innovation, University of California San Diego
- Division of Biomedical Informatics, Department of Medicine, University of California, San Diego
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Perioperative Trajectory of Haemoglobin, Predictors of Blood Transfusion and Tailoring Targets for Patient Blood Management Interventions: A Single-centre, Retrospective Study of Non-emergent Cardiac Surgery Patients. Rom J Anaesth Intensive Care 2022; 28:47-56. [PMID: 36844120 PMCID: PMC9949022 DOI: 10.2478/rjaic-2021-0008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2023] Open
Abstract
Background Anaemia and blood transfusion are two independent contributing factors to perioperative morbidity in cardiac surgery. While preoperative treatment of anaemia has been shown to improve outcomes, in real life, logistical difficulties remain substantial, even in high-income countries. The adequate trigger for transfusion in this population remains controversial, and there is a wide variability in transfusion rates among centres. Objectives To assess the impact of preoperative anaemia on perioperative transfusion in elective cardiac surgery,todescribe the perioperative trajectory of haemoglobin (Hb), to stratify outcomes based on preoperative presence of anaemia and to identify predictors of perioperative blood transfusion. Materials and Methods: We included a retrospective cohort of consecutive patients who underwent cardiac surgery with cardiopulmonary bypass in a tertiary centre of cardiovascular surgery. Recorded outcomes included hospital and intensive care unit (ICU) length of stay (LOS), surgical re-exploration due to bleeding, packed red blood cell (PRBC) transfusion pre-, intra- and postoperatively. Other record perioperative variables were preoperative chronic kidney disease, duration of surgery, use of rotation thromboelastometry (ROTEM) and cell saver, and fresh frozen plasma (FFP) and platelet (PLT) transfusion. Hb values were recorded at four distinct time points: Hb1 - at hospital admission, Hb2 - last Hb recorded preoperatively, Hb3 - first Hb recorded postoperatively and Hb4 - at hospital discharge. We compared the outcomes between anaemic and non-anaemic patients. Transfusion was decided by the attending physician on a case-by-case basis. Results: Of the 856 patients operated during the selected period, 716 underwent non-emergent surgery and 710 were included in the analysis. Also, 40.5% (n = 288) of patients were anaemic preoperatively (Hb <13 g/dl); 369 patients (52%) were transfused PRBCs, with differences found between anaemic and non-anaemic patients regarding the percentage of transfused patients perioperatively (71.5% vs 38.6%, p < 0.001) and in the total median number of units transfused (2 [IQR 0-2] vs 0 [IQR 0-1], p <0.001). We built a multivariate model, and logistic regression analysis showed that preoperative Hb <13 g/dl (odds ratio [OR] 3.462 [95% CI 1.766-6.787]), female sex (OR 3.224 [95% CI 1.648-6.306]), age (1.024 per year [95% CI 1.0008-1.049]), hospital LOS (OR 1.093 per day of hospitalisation [95% CI 1.037-1.151]) and FFP transfusion (OR 5.110 [95% CI 1.997-13.071]) are associated with PRBC transfusion. Conclusions Untreated preoperative anaemia leads to more transfusion in elective cardiac surgery patients, both as a ratio of transfused patients and as the number of units of PRBCs per patient, and this is associated with an increased use in FFP.
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Shander A, Hardy JF, Ozawa S, Farmer SL, Hofmann A, Frank SM, Kor DJ, Faraoni D, Freedman J. A Global Definition of Patient Blood Management. Anesth Analg 2022; 135:476-488. [PMID: 35147598 DOI: 10.1213/ane.0000000000005873] [Citation(s) in RCA: 93] [Impact Index Per Article: 31.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
While patient blood management (PBM) initiatives are increasingly adopted across the globe as part of standard of care, there is need for a clear and widely accepted definition of PBM. To address this, an expert group representing PBM organizations, from the International Foundation for Patient Blood Management (IFPBM), the Network for the Advancement of Patient Blood Management, Haemostasis and Thrombosis (NATA), the Society for the Advancement of Patient Blood Management (SABM), the Western Australia Patient Blood Management (WAPBM) Group, and OnTrac (Ontario Nurse Transfusion Coordinators) convened and developed this definition: "Patient blood management is a patient-centered, systematic, evidence-based approach to improve patient outcomes by managing and preserving a patient's own blood, while promoting patient safety and empowerment." The definition emphasizes the critical role of informed choice. PBM involves the timely, multidisciplinary application of evidence-based medical and surgical concepts aimed at screening for, diagnosing and appropriately treating anemia, minimizing surgical, procedural, and iatrogenic blood losses, managing coagulopathic bleeding throughout the care and supporting the patient while appropriate treatment is initiated. We believe that having a common definition for PBM will assist all those involved including PBM organizations, hospital administrators, individual clinicians and policy makers to focus on the appropriate issues when discussing and implementing PBM. The proposed definition is expected to continue to evolve, making this endeavor a work in progress.
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Affiliation(s)
- Aryeh Shander
- From the Department of Anesthesiology, Critical Care and Hyperbaric Medicine, Englewood Health, Englewood, New Jersey.,Society for the Advancement of Patient Blood Management (SABM), Mount Royal, New Jersey
| | - Jean-Francois Hardy
- Department of Anaesthesiology and Pain Medicine, Université de Montréal, Montréal, Quebec, Canada.,Network for the Advancement of Patient Blood Management, Haemostasis and Thrombosis (NATA), Paris, France
| | - Sherri Ozawa
- Society for the Advancement of Patient Blood Management (SABM), Mount Royal, New Jersey.,Institute for Patient Blood Management and Bloodless Medicine and Surgery, Englewood Health, Englewood, New Jersey
| | - Shannon L Farmer
- Medical School and Division of Surgery, Faculty of Medicine and Health Sciences, The University of Western Australia, Perth, Western Australia, Australia.,Department of Haematology, Royal Perth Hospital, Perth, Western Australia, Australia.,International Foundation for Patient Blood Management, Basel, Switzerland.,The Western Australia Patient Blood Management Group, The University of Western Australia, Perth, Western Australia, Australia
| | - Axel Hofmann
- Medical School and Division of Surgery, Faculty of Medicine and Health Sciences, The University of Western Australia, Perth, Western Australia, Australia.,International Foundation for Patient Blood Management, Basel, Switzerland.,Department of Anesthesiology, University Hospital Zurich, Zurich, Switzerland
| | - Steven M Frank
- Department of Anesthesiology, Critical Care Medicine, Johns Hopkins Health System Patient Blood Management Program, The Armstrong Institute for Patient Safety and Quality, Johns Hopkins Medicine, Baltimore, Maryland
| | - Daryl J Kor
- Division of Critical Care Medicine, Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Michigan.,Patient Blood Management Program, Mayo Clinic, Rochester, Michigan
| | - David Faraoni
- Network for the Advancement of Patient Blood Management, Haemostasis and Thrombosis (NATA), Paris, France.,Department of Anesthesiology, Hospital for Sick Children, Toronto, Ontario, Canada
| | - John Freedman
- Ontario Nurse Transfusion Coordinators Program (ONTraC), Ontario, Canada.,The Department of Medicine, University of Toronto, Toronto, Ontario, Canada
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Corwin HL, Shander A, Speiss B, Muñoz M, Faraoni D, Calcaterra D, Welsby I, Ozawa S, Arnofsky A, Goldweit RS, Tibi P. Management of Perioperative Iron Deficiency in Cardiac Surgery: A Modified RAND Delphi Study. Ann Thorac Surg 2020; 113:316-323. [PMID: 33345781 DOI: 10.1016/j.athoracsur.2020.11.031] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 10/29/2020] [Accepted: 11/10/2020] [Indexed: 11/15/2022]
Abstract
BACKGROUND Over the last decade, preoperative anemia has become recognized as a clinical condition in need of management. Although the etiology of preoperative anemia can be multifactorial, two-thirds of anemic elective surgical patients have iron deficiency anemia. At the same time, one-third of non-anemic elective surgical patients are also iron deficient. METHODS Modified-RAND Delphi methodology was employed to identify areas of consensus among an expert panel regarding the management of iron deficiency in patients undergoing cardiac surgery. A list of statements was sent to panel members to respond to using a five-point Likert Scale. All panel members subsequently attended a face-to-face meeting. The initial survey was presented and discussed, and panel members responded to each statement on the Likert scale again. Based on the second survey, the panel came to a consensus on recommendations. RESULTS The panel recommended all patients undergoing cardiac surgery be evaluated for iron deficiency, whether or not anemia is present. Evaluation should include iron studies and reticulocyte hemoglobin content. If iron deficiency is present, with or without anemia, patients should receive parenteral iron. Erythropoietin stimulating agents may be appropriate for some patients. CONCLUSIONS Consensus of an expert panel resulted in a standardized approach to diagnosing and managing iron deficiency in patients undergoing cardiac surgery.
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Affiliation(s)
- Howard L Corwin
- Critical Care Medicine, Geisinger Health System Danville, PA.
| | - Aryeh Shander
- Department of Anesthesiology and Critical Care Medicine, Englewood Health, TeamHealth, Englewood, NJ
| | - Bruce Speiss
- Department of Anesthesiology, University of Florida College of Medicine, Gainesville, FL
| | - Manuel Muñoz
- Department of Surgical Specialties, Biochemistry, and Immunology, University of Malaga School of Medicine, Malaga, Spain
| | - David Faraoni
- Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, Canada
| | - Domenico Calcaterra
- Department of Cardiothoracic Surgery, Bethesda Heart Hospital, Baptist South Florida, Boynton Beach, FL
| | - Ian Welsby
- Department of Anesthesiology and Critical Care, Duke University School of Medicine, Durham, NC
| | - Sherri Ozawa
- Patient Blood Management, Englewood Hospital and Medical Center, Englewood, NJ
| | - Adam Arnofsky
- Cardiothoracic Surgery, Englewood Hospital and Medical Center, Englewood, NJ
| | - Richard S Goldweit
- Interventional Cardiology, Englewood Hospital and Medical Center, Englewood, NJ
| | - Pierre Tibi
- Department of Cardiothoracic and Vascular Diseases, Yavapai Regional Medical Center, Prescott, AZ
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Warner MA, Shore-Lesserson L, Shander A, Patel SY, Perelman SI, Guinn NR. Perioperative Anemia. Anesth Analg 2020; 130:1364-1380. [DOI: 10.1213/ane.0000000000004727] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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Shander A, Corwin HL. A Narrative Review on Hospital-Acquired Anemia: Keeping Blood where It Belongs. Transfus Med Rev 2020; 34:195-199. [PMID: 32507403 DOI: 10.1016/j.tmrv.2020.03.003] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 03/23/2020] [Accepted: 03/25/2020] [Indexed: 12/13/2022]
Abstract
Hospital-acquired anemia (HAA) is a prevalent condition that is independently associated with worse clinical outcomes including prolongation of hospital stay and increased morbidity and mortality. While multifactorial in general, iatrogenic blood loss has been long recognized as one of the key contributing factors to development and worsening of HAA during hospital stay. Patients can be losing over 50 mL of blood per day to diagnostic blood draws. Strategies such as elimination of unnecessary laboratory tests that are not likely to alter the course of management, use of pediatric-size or small-volume tubes for blood collection to reduce phlebotomy volumes and avoid blood wastage, use of closed blood sampling devices, and substituting invasive tests with point-of-care testing alone or bundled together have generally been shown to be effective in reducing the volume of iatrogenic blood loss, hemoglobin decline, and blood transfusions, with no negative impact on the availability of test results for the clinical team. These strategies are important components of Patient Blood Management programs and their adoption can lead to improved clinical outcomes for patients.
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Affiliation(s)
- Aryeh Shander
- Department of Anesthesiology and Critical Care Medicine, TeamHealth Research Institute, Englewood Hospital and Medical Center, Englewood, NJ, USA.
| | - Howard L Corwin
- Department of Critical Care Medicine, Geisinger Health System, Danville, PA, USA
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Shander A, Zacharowski K, Spahn DR. Red cell use in trauma. Curr Opin Anaesthesiol 2020; 33:220-226. [PMID: 32004168 DOI: 10.1097/aco.0000000000000837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE OF REVIEW Red cell transfusions are commonly used in management of hemorrhage in trauma patients. The appropriate indications and criteria for transfusion are still debated. Here, we summarize the recent findings on the use of red cell transfusion in trauma setting. RECENT FINDINGS Recent evidence continues to support the long-established link between allogeneic transfusion and worse clinical outcomes, reinstating the importance of more judicious use of allogeneic blood and careful consideration of benefits versus risks when making transfusion decisions. Studies support restrictive transfusion strategies (often based on hemoglobin thresholds of 7-8 g/dl) in most patient populations, although some argue more caution in specific populations (e.g. patients with traumatic brain injury) and more studies are needed to determine if these patients benefit from less restrictive transfusion strategies. It should be remembered that anemia remains an independent risk factor for worse outcomes and red cell transfusion does not constitute a lasting treatment. Anemia should be properly assessed and managed based on the cause and using hematinic medications as indicated. SUMMARY Although the debate on hemoglobin thresholds for transfusion continues, clinicians should not overlook proper management of the underlying issue (anemia).
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Affiliation(s)
- Aryeh Shander
- Department of Anesthesiology and Critical Care Medicine; Englewood Hospital and Medical Center.,TeamHealth Research Institute; Englewood.,Icahn School Of Medicine at Mount Sinai, New York, NY, USA
| | - Kai Zacharowski
- Department of Anesthesiology, Intensive Care Medicine & Pain Therapy, University Hospital Frankfurt, Goethe University, Frankfurt, Main, Germany
| | - Donat R Spahn
- Institute of Anesthesiology, University and University Hospital Zürich, Zürich, Switzerland
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9
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Shander A, Muñoz M, Spahn DR. Intravenous iron for severe iron deficiency anaemia. Br J Anaesth 2018; 121:342-344. [PMID: 30032871 DOI: 10.1016/j.bja.2018.05.055] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2018] [Accepted: 05/22/2018] [Indexed: 10/28/2022] Open
Affiliation(s)
- A Shander
- Departments of Anaesthesiology, Critical Care and Hyperbaric Medicine, Englewood Hospital and Medical Center, and TeamHealth Research Institute, Englewood, NJ, USA.
| | - M Muñoz
- Department of Surgical Specialties, Biochemistry and Immunology, School of Medicine, Malaga, Spain
| | - D R Spahn
- Institute of Anesthesiology, University and University Hospital of Zurich, Zurich, Switzerland
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