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Daher M, Balmaceno-Criss M, Liu J, Singh M, Kuharski MJ, Daniels AH, Cohen EM. Anticoagulation in patients with atrial fibrillation undergoing inpatient total knee arthroplasty: A matched analysis. J Orthop 2025; 63:82-86. [PMID: 39564088 PMCID: PMC11570692 DOI: 10.1016/j.jor.2024.10.054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Accepted: 10/31/2024] [Indexed: 11/21/2024] Open
Abstract
Background Patients with atrial fibrillation (AF) often require lifetime anticoagulation using drugs such as Warfarin and Direct-acting Oral Anticoagulants (DOAC). It is important to assess the impact that prior anticoagulant use has on the post-operative complications in patients with AF undergoing TKA. Methods This is a retrospective analysis of the PearlDiver database querying all patients who underwent an inpatient TKA. Patients who had AF and filled a prescription for at least 30 days of either Warfarin or a DOAC were matched to control cohorts. Medical and surgical complications 30 and 90 days post-operatively were compared between the two groups. Results 4396 patients made up the group with AF on warfarin, while 5383 patients made up the cohort with AF on DOAC and their corresponding controls. Patients on anticoagulation had more AKI (OR 2.70, OR: 2.37), pneumonia (OR: 2.89, OR: 2.46), MI (OR: 2.70, OR: 3.14), transfusion (OR: 6.94, OR: 3.16), sepsis (OR: 2.47, OR: 1.96), and aseptic loosening at 90 days (OR: 17.06, OR:7.01). However, PE (OR: 3.32) and hematoma (OR: 1.71) were only higher in the warfarin cohort. TKA instability was higher in the DOAC cohort (OR: 6.00). Conversely, patients in the control group exhibited more wound dehiscence compared to the warfarin group (OR: 0.28), and higher rates of revision surgery compared to both the DOAC (OR:0.27) and Warfarin (OR:0.31) groups at 90 days. Conclusion Patients on DOAC and Warfarin for AF, and undergoing TKA are exposed to a higher risk of post-operative complications.
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Affiliation(s)
- Mohammad Daher
- Department of Orthopedics, Brown University, Providence, RI, USA
| | | | - Jonathan Liu
- Department of Orthopedics, Brown University, Providence, RI, USA
| | - Manjot Singh
- Department of Orthopedics, Brown University, Providence, RI, USA
| | | | - Alan H Daniels
- Department of Orthopedics, Brown University, Providence, RI, USA
| | - Eric M Cohen
- Department of Orthopedics, Brown University, Providence, RI, USA
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Faisal Mohamad N, Koch KU, Aanerud J, Meier K, Mikkelsen IK, Espelund US, Eriksen CF, Juul N, Alstrup KB, Jespersen B, Fries LM, Tankisi A, Dyrskog S, Cortnum SOS, Sindby AK, Borghammer P, Tolbod LP, Meng L, Korshoej AR, Rasmussen M. Impact of norepinephrine versus phenylephrine on brain circulation, organ blood flow and tissue oxygenation in anaesthetised patients with brain tumours: study protocol for a randomised controlled trial. BMJ Open 2025; 15:e095172. [PMID: 40132839 PMCID: PMC11938255 DOI: 10.1136/bmjopen-2024-095172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Accepted: 02/28/2025] [Indexed: 03/27/2025] Open
Abstract
INTRODUCTION Vasopressor support is often preferred as an efficient and convenient way to raise the blood pressure during surgery and intensive care therapy. However, the optimal vasopressor for ensuring organ blood flow and tissue oxygen delivery during surgery remains undetermined. This study aims to assess the impact of norepinephrine versus phenylephrine on cerebral and non-cerebral organ perfusion and oxygenation during anaesthesia in neurosurgical patients with brain tumours. The study also explores the impact of the vasopressor agents on the distribution of cardiac output between various organs. METHODS AND ANALYSIS This is an investigator-initiated, double-blinded, randomised clinical trial including 32 patients scheduled for supratentorial brain tumour surgery. The patients are randomised to receive a phenylephrine or norepinephrine infusion during preoperative positron emission tomography (PET) examinations and the following neurosurgical procedure. PET measurements of blood flow and oxygen metabolism in the brain and other organs are performed on the awake subject during anaesthesia, following a 10% and 20% gradual increase in blood pressure from the baseline value. The primary endpoint is the between-group difference in cerebral blood flow. Secondary endpoints include detection of ischaemic brain lesions possibly associated with vasopressor treatment, changes in cerebral oxygen metabolism, non-cerebral organ blood flow and oxygen metabolism, cardiac output, regional cerebral oxygen saturation, autoregulation and distribution of cardiac output between organs. ETHICS AND DISSEMINATION This study was approved by the Danish National Medical Ethics Committee (20 May 2022; 2203674). Results will be disseminated via peer-reviewed publication and presentation at international conferences. TRIAL REGISTRATION NUMBER EudraCT no: 2021-006168-26. CLINICALTRIALS gov: NCT06083948.
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Affiliation(s)
- Niwar Faisal Mohamad
- Department of Anesthesiology, Section of Neuroanesthesia, Aarhus University Hospital, Aarhus, Denmark
- Department of Anesthesiology and Intensive Care, Goedstrup Regional Hospital, Goedstrup, Denmark
- Department of Intensive Care Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Klaus Ulrik Koch
- Department of Intensive Care Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Joel Aanerud
- Department of Nuclear Medicine and PET-Center, Aarhus Universitetshospital, Aarhus, Denmark
| | - Kaare Meier
- Department of Anesthesiology, Section of Neuroanesthesia, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Neurosurgery, Aarhus University Hospital, Aarhus, Denmark
| | | | - Ulrick S Espelund
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Anesthesiology, Horsens Regional Hospital, Horsens, Denmark
| | - Christian Fenger Eriksen
- Department of Anesthesiology, Section of Neuroanesthesia, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Niels Juul
- Aarhus University Hospital, Aarhus, Denmark
| | - Karen Baden Alstrup
- Department of Anesthesiology, Section of Neuroanesthesia, Aarhus University Hospital, Aarhus, Denmark
| | - Bo Jespersen
- Department of Anesthesiology, Section of Neuroanesthesia, Aarhus University Hospital, Aarhus, Denmark
| | - Lene Marie Fries
- Department of Anesthesiology, Section of Neuroanesthesia, Aarhus University Hospital, Aarhus, Denmark
- Department of Intensive Care Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Alp Tankisi
- Department of Anesthesiology, Section of Neuroanesthesia, Aarhus University Hospital, Aarhus, Denmark
| | - Stig Dyrskog
- Department of Intensive Care Medicine, Aarhus University Hospital, Aarhus, Denmark
| | | | | | - Per Borghammer
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Nuclear Medicine, Aarhus University Hospital, Aarhus, Denmark
| | | | - LingZhong Meng
- Department of Anesthesiology, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Anders Rosendal Korshoej
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Neurosurgery, Aarhus University Hospital, Aarhus, Denmark
| | - Mads Rasmussen
- Department of Anesthesiology, Section of Neuroanesthesia, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
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Carreon LY, Glassman SD, Chappell D, Garvin S, Lavelle AM, Gum JL, Djurasovic M, Saasouh W. Impact of Predictive Hemodynamic Monitoring on Intraoperative Hypotension and Postoperative Complications in Multi-level Spinal Fusion Surgery. Spine (Phila Pa 1976) 2025; 50:333-338. [PMID: 39928297 DOI: 10.1097/brs.0000000000005121] [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: 06/18/2024] [Accepted: 07/30/2024] [Indexed: 02/11/2025]
Abstract
STUDY DESIGN Prospective longitudinal comparative cohort. OBJECTIVES To determine if the use of predictive hemodynamic monitoring (PHM) during elective multi-level posterior instrumented spine fusions decreases episodes of intraoperative hypotension (IOH) and complications. BACKGROUND A recent study showed an association between complications and duration of IOH in patients undergoing multi-level spine fusions. Whether the use of PHM to maintain hemodynamic stability intraoperatively decreases postoperative complications has not been evaluated. METHODS Adults undergoing elective multi-level posterior thoracolumbar fusion with arterial line blood pressure monitoring were identified and stratified into those in which predictive hemodynamic monitoring (PHM) was used and those in which it was not. Number of minutes of hypotension (MAP <65 mm Hg) and hypertension (MAP ≥100 mm Hg), volume of fluids, blood products and vasopressors administered intraoperatively and within the first 4 hours postoperatively as well as the number and type of postoperative complications were collected. RESULTS The 47 cases in the PHM group and 70 in the non-PHM group had similar demographic and operative characteristics. A shorter duration of IOH was seen in the PHM group (8.13 min) compared with the non-PHM group (13.28 min, P=0.029); and a shorter duration of intraoperative hypertension seen in the PHM group (0.46 min) compared with the non-PHM group (1.38 min, P=0.032). There was a smaller number of patients in the PHM group who had a surgical site infection (2.% vs. 13%, P=0.027), postoperative nausea and vomiting (0 vs. 14%, P=0.004) and postoperative cognitive dysfunction (6% vs. 19%, P=0.049) compared with the non-PHM group. There was also a statistically significant shorter length of hospitalization in the PHM (4.62 d) compared with the non-PHM group (5.99 d, P=0.017). CONCLUSION Predictive hemodynamic monitoring to manage intraoperative hemodynamic instability is associated with a shorter duration of intraoperative hypotension, a lower prevalence of complications, and a decreased hospital stay in multi-level spinal fusion surgery.
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Affiliation(s)
| | | | | | | | | | | | | | - Wael Saasouh
- NorthStar Anesthesia, Irving, TX
- Wayne State University, School of Medicine, Detroit, MI
- Outcomes Research Consortium, Cleveland Clinic, Cleveland, OH
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Glassman SD, Carreon LY, Djurasovic M, Chappell D, Saasouh W, Daniels CL, Mahoney CH, Brown ME, Gum JL. Intraoperative Hypotension Is an Important Modifiable Risk Factor for Major Complications in Spinal Fusion Surgery. Spine (Phila Pa 1976) 2025; 50:75-80. [PMID: 38717322 DOI: 10.1097/brs.0000000000005030] [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: 02/08/2024] [Accepted: 04/25/2024] [Indexed: 12/12/2024]
Abstract
STUDY DESIGN Retrospective observational cohort. OBJECTIVES This study explores the impact of Intraoperative hypotension (IOH) on postoperative complications for major thoracolumbar spine fusion procedures. SUMMARY OF BACKGROUND DATA IOH with mean arterial pressure (MAP) <65 mm Hg is associated with postoperative acute kidney injury (AKI) in general surgery. In spinal deformity surgery, IOH is a contributing factor to MEP changes and spinal cord dysfunction with deformity correction. METHODS A total of 539 thoracolumbar fusion cases, more than six surgical levels and >3 hours duration, were identified. Anesthetic/surgical data included OR time, fluid volume, blood loss, blood product replacement and use of vasopressors. Arterial-line based MAP data was collected at 1-minute intervals. Cummulative duration of MAP <65 mm Hg was recorded. IOH within the first hour of surgery vs. the entire case was determined. Post-op course and complications including SSI, GI complications, pulmonary complications, MI, DVT, PE, AKI, and encephalopathy were noted. Cumulative complications were grouped as none, one to two complications, or more than three complications. RESULTS There was a significant association between occurrence of complications and duration of IOH within the first hour of surgery (8.2 vs . 5.6 min, P <0.001) and across the entire procedure (28.1 vs . 19.3 min, P =0.008). This association persisted for individual major complications including SSI, acute respiratory failure, PE, ileus requiring NGT, and postoperative cognitive dysfunction. Comparison of patients with zero versus one to two versus three or more complications demonstrated that patients with three or more complications had a longer duration of IOH in the first hour of the surgery and that patients who had no complications received less vasopressor than patients who had one to two or three or more complications. CONCLUSION This study identifies duration of IOH during the first hour of surgery as a previously unrecognized modifiable risk associated with major complications for multilevel lumbar fusion surgery. LEVEL OF EVIDENCE III.
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Affiliation(s)
| | | | | | | | - Wael Saasouh
- NorthStar Anesthesia, Irving, TX
- Outcomes Research Consortium, Cleveland Clinic, Cleveland, OH
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Saugel B, Sander M, Katzer C, Hahn C, Koch C, Leicht D, Markmann M, Schneck E, Flick M, Kouz K, Rubarth K, Balzer F, Habicher M. Association of intraoperative hypotension and cumulative norepinephrine dose with postoperative acute kidney injury in patients having noncardiac surgery: a retrospective cohort analysis. Br J Anaesth 2025; 134:54-62. [PMID: 39672776 PMCID: PMC11718363 DOI: 10.1016/j.bja.2024.11.005] [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: 02/13/2024] [Revised: 10/27/2024] [Accepted: 11/11/2024] [Indexed: 12/15/2024] Open
Abstract
BACKGROUND Intraoperative hypotension is associated with acute kidney injury (AKI). Clinicians thus frequently use vasopressors, such as norepinephrine, to maintain blood pressure. However, vasopressors themselves might promote AKI. We sought to determine whether both intraoperative hypotension and cumulative intraoperative norepinephrine dose are independently associated with postoperative AKI in patients undergoing noncardiac surgery. METHODS This was a retrospective cohort analysis of 38 338 adult male and female patients who had noncardiac surgery. The primary outcome was AKI within the first 7 postoperative days. We performed adjusted multivariable logistic regression analysis to determine whether intraoperative hypotension (quantified as area under a mean arterial pressure [MAP] of 65 mm Hg) and cumulative intraoperative norepinephrine dose were independently associated with AKI. RESULTS The median (25th percentile, 75th percentile) area under a MAP of 65 mm Hg was 0.09 (0.02, 0.22) mm Hg∗day in patients with AKI and 0.05 (0.01, 0.14) mm Hg∗day in patients without AKI (P<0.001). The cumulative intraoperative norepinephrine dose was 1.92 (0.00, 13.09) μg kg-1 in patients with AKI and 0.00 (0.00, 0.00) μg kg-1 in patients without AKI (P<0.001). Both the area under a MAP of 65 mm Hg (odds ratio 1.55 [95% confidence interval 1.17-2.02] per mm Hg∗day; P=0.002) and the cumulative intraoperative norepinephrine dose (odds ratio 1.02 [95% confidence interval 1.01-1.02] per μg kg-1; P<0.001) were independently associated with AKI. CONCLUSIONS Both intraoperative hypotension and cumulative intraoperative norepinephrine dose were independently associated with postoperative AKI in patients undergoing noncardiac surgery. Pending results of trials testing whether these relationships are causal, it seems prudent to avoid both profound hypotension and high norepinephrine doses in adults undergoing noncardiac surgery.
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Affiliation(s)
- Bernd Saugel
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; Outcomes Research Consortium, Cleveland, OH, USA.
| | - Michael Sander
- Department of Anaesthesiology, Intensive Care Medicine and Pain Medicine, University Hospital Giessen, Justus-Liebig University Giessen, Giessen, Germany
| | - Christian Katzer
- Department of Anaesthesiology, Intensive Care Medicine and Pain Medicine, University Hospital Giessen, Justus-Liebig University Giessen, Giessen, Germany
| | - Christian Hahn
- Department of Anaesthesiology, Intensive Care Medicine and Pain Medicine, University Hospital Giessen, Justus-Liebig University Giessen, Giessen, Germany
| | - Christian Koch
- Department of Anaesthesiology, Intensive Care Medicine and Pain Medicine, University Hospital Giessen, Justus-Liebig University Giessen, Giessen, Germany
| | - Dominik Leicht
- Department of Anaesthesiology, Intensive Care Medicine and Pain Medicine, University Hospital Giessen, Justus-Liebig University Giessen, Giessen, Germany
| | - Melanie Markmann
- Department of Anaesthesiology, Intensive Care Medicine and Pain Medicine, University Hospital Giessen, Justus-Liebig University Giessen, Giessen, Germany
| | - Emmanuel Schneck
- Department of Anaesthesiology, Intensive Care Medicine and Pain Medicine, University Hospital Giessen, Justus-Liebig University Giessen, Giessen, Germany
| | - Moritz Flick
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Karim Kouz
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; Outcomes Research Consortium, Cleveland, OH, USA
| | - Kerstin Rubarth
- Institute of Medical Informatics, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany; Institute of Biometry and Clinical Epidemiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Felix Balzer
- Institute of Medical Informatics, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Marit Habicher
- Department of Anaesthesiology, Intensive Care Medicine and Pain Medicine, University Hospital Giessen, Justus-Liebig University Giessen, Giessen, Germany
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Bergholz A, Grüßer L, Khader WTAK, Sierzputowski P, Krause L, Hein M, Wallqvist J, Ziemann S, Thomsen KK, Flick M, Breitfeld P, Waldmann M, Kowark A, Coburn M, Kouz K, Saugel B. Personalized perioperative blood pressure management in patients having major non-cardiac surgery: A bicentric pilot randomized trial. J Clin Anesth 2025; 100:111687. [PMID: 39608100 DOI: 10.1016/j.jclinane.2024.111687] [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: 07/13/2024] [Revised: 10/01/2024] [Accepted: 11/10/2024] [Indexed: 11/30/2024]
Abstract
STUDY OBJECTIVE We hypothesize that personalized perioperative blood pressure management maintaining intraoperative mean arterial pressure (MAP) above the preoperative mean nighttime MAP reduces perfusion-related organ injury compared to maintaining intraoperative MAP above 65 mmHg in patients having major non-cardiac surgery. Before testing this hypothesis in a large-scale trial, we performed this bicentric pilot trial to determine a) if performing preoperative automated nighttime blood pressure monitoring to calculate personalized intraoperative MAP targets is feasible; b) in what proportion of patients the preoperative mean nighttime MAP clinically meaningfully differs from a MAP of 65 mmHg; and c) if maintaining intraoperative MAP above the preoperative mean nighttime MAP is feasible in patients having major non-cardiac surgery. DESIGN Bicentric pilot randomized trial. SETTING University Medical Center Hamburg-Eppendorf, Hamburg, Germany, and RWTH Aachen University Hospital, Aachen, Germany. PATIENTS Patients ≥ 45 years old having major non-cardiac surgery. INTERVENTIONS Personalized blood pressure management. MEASUREMENTS Proportion of patients in whom preoperative automated nighttime blood pressure monitoring was possible; proportion of patients in whom the preoperative mean nighttime MAP clinically meaningfully differed from a MAP of 65 mmHg (difference > ±10 mmHg); intraoperative time-weighted average MAP below the preoperative mean nighttime MAP. MAIN RESULTS We enrolled 105 patients and randomized 98 patients. In 98 patients (93 %), preoperative automated nighttime blood pressure monitoring was possible. In 83 patients (85 %), the preoperative mean nighttime MAP clinically meaningfully differed from a MAP of 65 mmHg. The median time-weighted average MAP below the preoperative mean nighttime MAP was 3.29 (1.64, 6.82) mmHg in patients assigned to personalized blood pressure management. CONCLUSIONS It seems feasible to determine the effect of personalized perioperative blood pressure management maintaining intraoperative MAP above the preoperative mean nighttime MAP on postoperative complications in a large multicenter trial.
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Affiliation(s)
- Alina Bergholz
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Linda Grüßer
- Department of Anaesthesiology, Medical Faculty, RWTH Aachen University Hospital, Aachen, Germany
| | - Wiam T A K Khader
- Department of Anaesthesiology, Medical Faculty, RWTH Aachen University Hospital, Aachen, Germany
| | - Pawel Sierzputowski
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Linda Krause
- Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Marc Hein
- Department of Anaesthesiology, Medical Faculty, RWTH Aachen University Hospital, Aachen, Germany
| | - Julia Wallqvist
- Department of Anaesthesiology, Medical Faculty, RWTH Aachen University Hospital, Aachen, Germany
| | - Sebastian Ziemann
- Department of Anaesthesiology, Medical Faculty, RWTH Aachen University Hospital, Aachen, Germany
| | - Kristen K Thomsen
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; Outcomes Research Consortium, Cleveland, OH, USA
| | - Moritz Flick
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Philipp Breitfeld
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; Institute for Applied Medical Informatics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Moritz Waldmann
- Institute of Clinical Chemistry and Laboratory Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Ana Kowark
- Department of Anaesthesiology and Intensive Care Medicine, University Hospital Bonn, Bonn, Germany
| | - Mark Coburn
- Department of Anaesthesiology and Intensive Care Medicine, University Hospital Bonn, Bonn, Germany
| | - Karim Kouz
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; Outcomes Research Consortium, Cleveland, OH, USA
| | - Bernd Saugel
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; Outcomes Research Consortium, Cleveland, OH, USA.
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Zhang L, Li M, Wang C, Zhang C, Wu H. Prediction of acute kidney injury in intensive care unit patients based on interpretable machine learning. Digit Health 2025; 11:20552076241311173. [PMID: 39777058 PMCID: PMC11705319 DOI: 10.1177/20552076241311173] [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: 08/07/2024] [Accepted: 12/16/2024] [Indexed: 01/11/2025] Open
Abstract
Objective Acute kidney injury (AKI) poses a lethal risk in intensive care unit (ICU) patients, where early detection is challenging. This study was to establish a prediction model for AKI 24 hours in advance for ICU patients and to help clinicians monitor patients at an early stage by key features. Methods In this study, the Medical Information Mart for Intensive Care (MIMIC) databases were used to construct a dataset of critically ill patients. Predictive models were constructed using five machine learning algorithms based on MIMIC-IV data, and the best predictive model was selected by multiple model evaluation metrics. MIMIC-III data were used for external validation. We conducted an interpretability analysis of the model using SHapley Additive exPlanations (SHAP) to clarify key features and decision-making mechanisms. Results A total of 18,186 patient data were included in this study. The analysis combining calibration and decision curves demonstrated that the eXtreme Gradient Boosting (XGBoost) exhibited superior performance among the five algorithms, achieving an area under the receiver operating characteristic curve of 0.88. Interpretability analysis based on the XGBoost model showed diuretic use, mechanical ventilation, vasopressor use, age, and antibiotic use as the most important decision factors of the model. The SHAP summary plot was used to illustrate the effects of the top 19 features attributed to the XGBoost. Conclusions The XGBoost algorithm can predict the occurrence of AKI more accurately. Interpretative analysis of the model reveals the mechanisms of key features, and reflects the individual differences between patients, providing an important clinical reference.
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Affiliation(s)
- Li Zhang
- School of Medicine and Health Management, Huazhong University of Science and Technology, Wuhan, China
| | - Mingyu Li
- School of Medicine and Health Management, Huazhong University of Science and Technology, Wuhan, China
| | - Chengcheng Wang
- School of Medicine and Health Management, Huazhong University of Science and Technology, Wuhan, China
| | - Chi Zhang
- Yunnan Provincial Archives, Kunming, China
| | - Hong Wu
- School of Medicine and Health Management, Huazhong University of Science and Technology, Wuhan, China
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Bækgaard ES, Madsen BK, Crone V, El-Hallak H, Møller MH, Vester-Andersen M, Krag M. Perioperative hypotension and use of vasoactive agents in non-cardiac surgery: A scoping review. Acta Anaesthesiol Scand 2024; 68:1134-1148. [PMID: 38965670 DOI: 10.1111/aas.14485] [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: 04/26/2024] [Revised: 06/03/2024] [Accepted: 06/13/2024] [Indexed: 07/06/2024]
Abstract
BACKGROUND Perioperative hypotension is common and associated with adverse patient outcomes. Vasoactive agents are often used to manage hypotension, but the ideal drug, dose and duration of treatment has not been established. With this scoping review, we aim to provide an overview of the current body of evidence regarding the vasoactive agents used to treat perioperative hypotension in non-cardiac surgery. METHODS We included all studies describing the use of vasoactive agents for the treatment of perioperative hypotension in non-cardiac surgery. We excluded literature reviews, case studies, and studies on animals and healthy subjects. We posed the following research questions: (1) in which surgical populations have vasoactive agents been studied? (2) which agents have been studied? (3) what doses have been assessed? (4) what is the duration of treatment? and (5) which desirable and undesirable outcomes have been assessed? RESULTS We included 124 studies representing 10 surgical specialties. Eighteen different agents were evaluated, predominantly phenylephrine, ephedrine, and noradrenaline. The agents were administered through six different routes, and numerous comparisons between agents, dosages and routes were included. Then, 88 distinct outcome measures were assessed, of which 54 were judged to be non-patient-centred. CONCLUSIONS We found that studies concerning vasoactive agents for the treatment of perioperative hypotension varied considerably in all aspects. Populations were heterogeneous, interventions and exposures included multiple agents compared against themselves, each other, fluids or placebo, and studies reported primarily non-patient-centred outcomes.
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Affiliation(s)
| | - Bennedikte Kollerup Madsen
- Department of Anaesthesiology and Intensive Care, Holbæk Hospital, Holbæk, Denmark
- Department of Anaesthesiology and Intensive Care, Zealand University Hospital, Køge, Denmark
| | - Vera Crone
- Department of Anaesthesiology and Intensive Care, Holbæk Hospital, Holbæk, Denmark
| | - Hayan El-Hallak
- Department of Anaesthesiology and Intensive Care, Holbæk Hospital, Holbæk, Denmark
- Department of Anaesthesiology, Copenhagen University Hospital-Gentofte, Hellerup, Denmark
| | - Morten Hylander Møller
- Department of Intensive Care, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Morten Vester-Andersen
- Department of Clinical Medicine, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Anaesthesiology and Intensive Care, Copenhagen University Hospital-Herlev-Gentofte, Herlev, Denmark
| | - Mette Krag
- Department of Anaesthesiology and Intensive Care, Holbæk Hospital, Holbæk, Denmark
- Department of Clinical Medicine, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
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Davies SJ, Sessler DI, Jian Z, Fleming NW, Mythen M, Maheshwari K, Veelo DP, Vlaar APJ, Settels J, Scheeren T, van der Ster BJP, Sander M, Cannesson M, Hatib F. Comparison of Differences in Cohort (Forward) and Case Control (Backward) Methodologic Approaches for Validation of the Hypotension Prediction Index. Anesthesiology 2024; 141:443-452. [PMID: 38557791 PMCID: PMC11323758 DOI: 10.1097/aln.0000000000004989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 03/18/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND The Hypotension Prediction Index (the index) software is a machine learning algorithm that detects physiologic changes that may lead to hypotension. The original validation used a case control (backward) analysis that has been suggested to be biased. This study therefore conducted a cohort (forward) analysis and compared this to the original validation technique. METHODS A retrospective analysis of data from previously reported studies was conducted. All data were analyzed identically with two different methodologies, and receiver operating characteristic curves were constructed. Both backward and forward analyses were performed to examine differences in area under the receiver operating characteristic curves for the Hypotension Prediction Index and other hemodynamic variables to predict a mean arterial pressure (MAP) less than 65 mmHg for at least 1 min 5, 10, and 15 min in advance. RESULTS The analysis included 2,022 patients, yielding 4,152,124 measurements taken at 20-s intervals. The area under the curve for the index predicting hypotension analyzed by backward and forward methodologies respectively was 0.957 (95% CI, 0.947 to 0.964) versus 0.923 (95% CI, 0.912 to 0.933) 5 min in advance, 0.933 (95% CI, 0.924 to 0.942) versus 0.923 (95% CI, 0.911 to 0.933) 10 min in advance, and 0.929 (95% CI, 0.918 to 0.938) versus 0.926 (95% CI, 0.914 to 0.937) 15 min in advance. No variable other than MAP had an area under the curve greater than 0.7. The areas under the curve using forward analysis for MAP predicting hypotension 5, 10, and 15 min in advance were 0.932 (95% CI, 0.920 to 0.940), 0.929 (95% CI, 0.918 to 0.938), and 0.932 (95% CI, 0.921 to 0.940), respectively. The R2 for the variation in the index due to MAP was 0.77. CONCLUSIONS Using an updated methodology, the study found that the utility of the Hypotension Prediction Index to predict future hypotensive events is high, with an area under the receiver operating characteristics curve similar to that of the original validation method. EDITOR’S PERSPECTIVE
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Affiliation(s)
- Simon J. Davies
- Department of Anaesthesia, Critical Care and Perioperative Medicine, York and Scarborough Teaching Hospitals National Health Service Foundation Trust, York, United Kingdom; and Centre for Health and Population Science, Hull York Medical School, York, United Kingdom
| | | | | | - Neal W. Fleming
- University of California–Davis School of Medicine, Sacramento, California
| | - Monty Mythen
- Edwards Lifesciences, Irvine, California; and University College London/University College London Hospital, National Institute of Health Research Biomedical Research Centre, London, United Kingdom
| | - Kamal Maheshwari
- Department of Outcomes Research, Cleveland Clinic, Cleveland, Ohio
| | - Denise P. Veelo
- Departments of Anaesthesia and Intensive Care, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Alexander P. J. Vlaar
- Departments of Anaesthesia and Intensive Care, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | | | - Thomas Scheeren
- Edwards Lifesciences, Irvine, California; and Department of Anesthesiology, University Medical Centre Groningen, Groningen, The Netherlands
| | - B. J. P. van der Ster
- Departments of Anaesthesia and Intensive Care, Amsterdam University Medical Center, Amsterdam, The Netherlands; and Erasmus Medical Center, Rotterdam, The Netherlands
| | - Michael Sander
- Department of Anaesthesiology, Intensive Care Medicine and Pain Medicine, University Hospital Giessen, Giessen, Germany
| | - Maxime Cannesson
- Department of Anesthesiology and Perioperative Medicine, UCLA, California
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10
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Thomsen KK, Sessler DI, Krause L, Hoppe P, Opitz B, Kessler T, Chindris V, Bergholz A, Flick M, Kouz K, Zöllner C, Schulte-Uentrop L, Saugel B. Processed electroencephalography-guided general anesthesia and norepinephrine requirements: A randomized trial in patients having vascular surgery. J Clin Anesth 2024; 95:111459. [PMID: 38599161 DOI: 10.1016/j.jclinane.2024.111459] [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: 12/21/2023] [Revised: 03/19/2024] [Accepted: 03/26/2024] [Indexed: 04/12/2024]
Abstract
STUDY OBJECTIVE Processed electroencephalography (pEEG) may help clinicians optimize depth of general anesthesia. Avoiding excessive depth of anesthesia may reduce intraoperative hypotension and the need for vasopressors. We tested the hypothesis that pEEG-guided - compared to non-pEEG-guided - general anesthesia reduces the amount of norepinephrine needed to keep intraoperative mean arterial pressure above 65 mmHg in patients having vascular surgery. DESIGN Randomized controlled clinical trial. SETTING University Medical Center Hamburg-Eppendorf, Hamburg, Germany. PATIENTS 110 patients having vascular surgery. INTERVENTIONS pEEG-guided general anesthesia. MEASUREMENTS Our primary endpoint was the average norepinephrine infusion rate from the beginning of induction of anesthesia until the end of surgery. MAIN RESULT 96 patients were analyzed. The mean ± standard deviation average norepinephrine infusion rate was 0.08 ± 0.04 μg kg-1 min-1 in patients assigned to pEEG-guided and 0.12 ± 0.09 μg kg-1 min-1 in patients assigned to non-pEEG-guided general anesthesia (mean difference 0.04 μg kg-1 min-1, 95% confidence interval 0.01 to 0.07 μg kg-1 min-1, p = 0.004). Patients assigned to pEEG-guided versus non-pEEG-guided general anesthesia, had a median time-weighted minimum alveolar concentration of 0.7 (0.6, 0.8) versus 0.8 (0.7, 0.8) (p = 0.006) and a median percentage of time Patient State Index was <25 of 12 (1, 41) % versus 23 (3, 49) % (p = 0.279). CONCLUSION pEEG-guided - compared to non-pEEG-guided - general anesthesia reduced the amount of norepinephrine needed to keep mean arterial pressure above 65 mmHg by about a third in patients having vascular surgery. Whether reduced intraoperative norepinephrine requirements resulting from pEEG-guided general anesthesia translate into improved patient-centered outcomes remains to be determined in larger trials.
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Affiliation(s)
- Kristen K Thomsen
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
| | - Daniel I Sessler
- OutcomesResearch Consortium, Department of Anesthesiology, Cleveland Clinic, Cleveland, OH, USA
| | - Linda Krause
- Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Phillip Hoppe
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Benjamin Opitz
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Till Kessler
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Viorel Chindris
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Alina Bergholz
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Moritz Flick
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Karim Kouz
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; OutcomesResearch Consortium, Cleveland, OH, USA
| | - Christian Zöllner
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Leonie Schulte-Uentrop
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Bernd Saugel
- Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; OutcomesResearch Consortium, Cleveland, OH, USA
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11
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Krone S, Bokoch MP, Kothari R, Fong N, Tallarico RT, Sturgess-DaPrato J, Pirracchio R, Zarbock A, Legrand M. Association between peripheral perfusion index and postoperative acute kidney injury in major noncardiac surgery patients receiving continuous vasopressors: a post hoc exploratory analysis of the VEGA-1 trial. Br J Anaesth 2024; 132:685-694. [PMID: 38242802 DOI: 10.1016/j.bja.2023.11.054] [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: 05/16/2023] [Revised: 10/26/2023] [Accepted: 11/24/2023] [Indexed: 01/21/2024] Open
Abstract
BACKGROUND The peripheral perfusion index is the ratio of pulsatile to nonpulsatile static blood flow obtained by photoplethysmography and reflects peripheral tissue perfusion. We investigated the association between intraoperative perfusion index and postoperative acute kidney injury in patients undergoing major noncardiac surgery and receiving continuous vasopressor infusions. METHODS In this exploratory post hoc analysis of a pragmatic, cluster-randomised, multicentre trial, we obtained areas and cumulative times under various thresholds of perfusion index and investigated their association with acute kidney injury in multivariable logistic regression analyses. In secondary analyses, we investigated the association of time-weighted average perfusion index with acute kidney injury. The 30-day mortality was a secondary outcome. RESULTS Of 2534 cases included, 8.9% developed postoperative acute kidney injury. Areas and cumulative times under a perfusion index of 3% and 2% were associated with an increased risk of acute kidney injury; the strongest association was observed for area under a perfusion index of 1% (adjusted odds ratio [aOR] 1.32, 95% confidence interval [CI] 1.00-1.74, P=0.050, per 100%∗min increase). Additionally, time-weighted average perfusion index was associated with acute kidney injury (aOR 0.82, 95% CI 0.74-0.91, P<0.001) and 30-day mortality (aOR 0.68, 95% CI 0.49-0.95, P=0.024). CONCLUSIONS Larger areas and longer cumulative times under thresholds of perfusion index and lower time-weighted average perfusion index were associated with postoperative acute kidney injury in patients undergoing major noncardiac surgery and receiving continuous vasopressor infusions. CLINICAL TRIAL REGISTRATION NCT04789330.
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Affiliation(s)
- Sina Krone
- Department of Anesthesiology and Perioperative Care, University of California, San Francisco, CA, USA; Department of Anaesthesiology, Intensive Care and Pain Medicine, University Hospital Münster, Münster, Germany
| | - Michael P Bokoch
- Department of Anesthesiology and Perioperative Care, University of California, San Francisco, CA, USA
| | - Rishi Kothari
- Department of Anesthesiology and Perioperative Care, University of California, San Francisco, CA, USA
| | - Nicholas Fong
- Department of Anesthesiology and Perioperative Care, University of California, San Francisco, CA, USA
| | - Roberta T Tallarico
- Department of Anesthesiology and Perioperative Care, University of California, San Francisco, CA, USA
| | - Jillene Sturgess-DaPrato
- Department of Anesthesiology and Perioperative Care, University of California, San Francisco, CA, USA
| | - Romain Pirracchio
- Department of Anesthesiology and Perioperative Care, University of California, San Francisco, CA, USA
| | - Alexander Zarbock
- Department of Anaesthesiology, Intensive Care and Pain Medicine, University Hospital Münster, Münster, Germany
| | - Matthieu Legrand
- Department of Anesthesiology and Perioperative Care, University of California, San Francisco, CA, USA; INI-CRCT Network, Nancy, France.
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12
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Wang Y, Huang X, Xia S, Huang Q, Wang J, Ding M, Mo Y, Yang J. Gender differences and risk factors for acute kidney injury following cardiac surgery: A single center retrospective cohort study. Heliyon 2023; 9:e22177. [PMID: 38046157 PMCID: PMC10686869 DOI: 10.1016/j.heliyon.2023.e22177] [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: 03/10/2023] [Revised: 10/19/2023] [Accepted: 11/06/2023] [Indexed: 12/05/2023] Open
Abstract
Background We studied AKI incidence and prognosis in cardiac surgery patients under and over 60 years old. Methods We studied AKI in patients who underwent cardiac surgery at the First Affiliated Hospital of Wenzhou Medical University between Jan 2020 and Dec 2021, using improved global prognostic criteria for diagnosis. Results After analyzing 781 patients (402 males, 379 females), AKI incidence after surgery was 30.22 %. Adjusting for propensity scores revealed no significant difference in AKI incidence between young males (24.1 %) and females (19.3 %). However, young females had higher AKI stages. Among older patients, AKI incidence was comparable between males (43.4 %) and females (42.2 %), but females had longer intubation times. Independent risk factors for AKI included age, male gender, and BMI, while intraoperative hemoglobin level was protective. Conclusions No gender gap in AKI frequency for <60 years old and ≥60 years old post-cardiac surgery, yet women display increased AKI severity and extended intubation duration.
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Affiliation(s)
- Yichuan Wang
- Department of Anesthesiology, The First Affiliated Hospital of Soochow University, China
- Department of Anesthesiology, The First Affiliated Hospital of Wenzhou Medical University, China
| | - Xuliang Huang
- Department of Anesthesiology, The First Affiliated Hospital of Wenzhou Medical University, China
| | - Shanshan Xia
- Department of Anesthesiology, The First Affiliated Hospital of Wenzhou Medical University, China
| | - Qingqing Huang
- Department of Anesthesiology, The First Affiliated Hospital of Wenzhou Medical University, China
| | - Jue Wang
- Department of Cardiac Surgery, The First Affiliated Hospital of Wenzhou Medical University, China
| | - Maochao Ding
- Department of Human Anatomy, Wenzhou Medical University, China
| | - Yunchang Mo
- Department of Anesthesiology, The First Affiliated Hospital of Wenzhou Medical University, China
| | - Jianping Yang
- Department of Anesthesiology, The First Affiliated Hospital of Soochow University, China
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13
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Khanna AK, Saha AK, Segal S. Association of the exclusive use of intraoperative phenylephrine for treatment of hypotension with the risk of acute kidney injury after noncardiac surgery. Anaesth Crit Care Pain Med 2023; 42:101224. [PMID: 37030396 DOI: 10.1016/j.accpm.2023.101224] [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: 01/27/2023] [Revised: 03/18/2023] [Accepted: 03/22/2023] [Indexed: 04/09/2023]
Abstract
STUDY OBJECTIVE The hypothesis that the exclusive use of the commonly used vasopressor phenylephrine during the intraoperative period in noncardiac surgery is associated with postoperative acute kidney injury (AKI) was tested. DESIGN A retrospective cohort analysis of 16,306 adults undergoing major noncardiac surgery who either did or did not receive phenylephrine was conducted. The primary outcome was the association of the use of phenylephrine with the risk of postoperative AKI defined by the Kidney Disease Improving Global Outcomes (KDIGO) criteria. Logistic regression models with all independently associated potential confounders, and an exploratory model considering only patients with no untreated minutes of hypotension (post-phenylephrine in the exposed cohort, or entire case in the unexposed cohort) were used in the analysis. SETTING The study was conducted in a tertiary care university hospital where a total of 8,221 patients were exposed to phenylephrine, and 8,085 were not. RESULTS In unadjusted analysis, phenylephrine exposure was associated with an increased risk of AKI (OR 1.615, 95% CI [1.522-1.725], p < 0.001). In an adjusted model including several variables associated with AKI, phenylephrine remained associated with AKI (OR 1.325 [1.153-1.524]), as did post-phenylephrine exposure lengths of hypotension. Exclusion of patients with >1 min of post-phenylephrine exposure hypotension, also demonstrated that phenylephrine use was associated with AKI (OR 1.478, [1.245-1.753]). CONCLUSIONS The exclusive use of intraoperative phenylephrine is associated with an increased risk of postoperative renal injury. Anesthesiologists must consider a balanced approach to correct hypotension under anesthesia, including judicious choices for fluids, inotropic support when indicated, and an appropriate adjustment of the plane of anesthesia.
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Affiliation(s)
- Ashish K Khanna
- Department of Anesthesiology, Section on Critical Care Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, United States; Outcomes Research Consortium, Cleveland, OH, United States; Perioperative Outcomes and Informatics Collaborative, Winston-Salem, North Carolina, United States.
| | - Amit K Saha
- Perioperative Outcomes and Informatics Collaborative, Winston-Salem, North Carolina, United States; Department of Anesthesiology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, United States
| | - Scott Segal
- Perioperative Outcomes and Informatics Collaborative, Winston-Salem, North Carolina, United States; Department of Anesthesiology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, United States
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14
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Kim B, Sangha G, Singh A, Bohringer C. The Effect of Intraoperative Hypotension on Postoperative Renal Function. CURRENT ANESTHESIOLOGY REPORTS 2023; 13:181-186. [PMID: 39802614 PMCID: PMC11721893 DOI: 10.1007/s40140-023-00564-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/07/2023] [Indexed: 01/16/2025]
Abstract
Purpose of Review This review summarizes the most recent literature on the association between intraoperative hypotension (IOH) and the occurrence of postoperative acute kidney injury (AKI). It provides recommendations for the management of intraoperative blood pressure to reduce the incidence of postoperative AKI. Fluid management strategies, administration of vasopressor medications, and other methods for reducing the incidence of AKI are also briefly discussed. Recent Findings Recent retrospective studies have demonstrated a solid association of IOH with postoperative AKI. IOH is associated not only with AKI but also with myocardial infarction, stroke, and death. Strict BP management to avoid a mean blood pressure less than 65mmHg is now recommended to reduce the incidence of postoperative AKI and other adverse outcomes. Summary IOH is robustly associated with AKI, and intraoperative mean BP should be maintained above 65 mmHg at all times. The etiology of postoperative AKI is however multifactorial, and factors other than BP therefore also need to be considered to prevent it.
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Affiliation(s)
- Benjamin Kim
- Department of Anesthesiology and Pain Medicine, University of California Davis Health, Sacramento, CA, USA
| | | | - Amrik Singh
- Department of Anesthesiology and Pain Medicine, University of California Davis Health, Sacramento, CA, USA
| | - Christian Bohringer
- Department of Anesthesiology and Pain Medicine, University of California Davis Health, Sacramento, CA, USA
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15
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Karamchandani K, Dave S, Hoffmann U, Khanna AK, Saugel B. Intraoperative arterial pressure management: knowns and unknowns. Br J Anaesth 2023; 131:445-451. [PMID: 37419749 DOI: 10.1016/j.bja.2023.05.027] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 05/16/2023] [Accepted: 05/29/2023] [Indexed: 07/09/2023] Open
Abstract
Preventing postoperative organ dysfunction is integral to the practice of anaesthesia. Although intraoperative hypotension is associated with postoperative end organ dysfunction, there remains ambiguity with regards to its definition, targets, thresholds for initiating treatment, and ideal treatment modalities.
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Affiliation(s)
- Kunal Karamchandani
- Department of Anesthesiology and Pain Management, Division of Critical Care Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA.
| | - Siddharth Dave
- Department of Anesthesiology and Pain Management, Division of Critical Care Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Ulrike Hoffmann
- Department of Anesthesiology and Pain Management, Division of Neuroanesthesia, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Ashish K Khanna
- Department of Anesthesiology, Section on Critical Care Medicine, Perioperative Outcomes and Informatics Collaborative (POIC), Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC, USA; Outcomes Research Consortium, Cleveland, OH, USA
| | - Bernd Saugel
- Outcomes Research Consortium, Cleveland, OH, USA; Department of Anesthesiology, Center of Anesthesiology and Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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16
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Alrzouq FK, Dendini F, Alsuwailem Y, Aljaafri BA, Alsuhibani AS, Al Babtain I. Incidence of Post-laparotomy Acute Kidney Injury Among Abdominal Trauma Patients and Its Associated Risk Factors at King Abdulaziz Medical City, Riyadh. Cureus 2023; 15:e44245. [PMID: 37772248 PMCID: PMC10523828 DOI: 10.7759/cureus.44245] [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] [Accepted: 08/28/2023] [Indexed: 09/30/2023] Open
Abstract
Background This research study investigates the prevalence of acute kidney injury (AKI) in trauma patients undergoing emergency laparotomies. AKI is a common complication in major surgeries and is associated with various adverse effects. The study aims to explore the relationship between AKI and other comorbidities in this specific context. Methodology This is a retrospective cohort study. All patients who had laparotomy after abdominal trauma at King Abdulaziz Medical City (KAMC) and met the inclusion criteria were included in the study. Nonprobability consecutive sampling was used. Data were collected by chart review using the Best-Care system at KAMC. Descriptive statistics were used to summarize and describe the characteristics of the study participants. Frequencies and percentages were calculated for categorical variables, such as comorbidities. For continuous variables, mean and standard deviations were calculated and tabulated. All statistical calculations were performed using IBM SPSS Statistics for Windows, Version 27.0 (IBM Corp., Armonk, NY, USA). Results This research study included 152 patients who underwent laparotomy, and the majority of patients (146, 96%) did not experience AKI. Several comorbidities were observed, with hypertension and diabetes being the most prevalent at 37 (24.3%) and 35 (23%), respectively. Intraoperative hypotension was experienced by 23 (15.1%) patients, while 129 (84.9%) did not have this issue. Norepinephrine was the most common vasopressor used (25.7%), followed by ephedrine and a combination of norepinephrine and epinephrine. Gender and age groups did not show significant associations with AKI, comorbidities like diabetes, heart failure, and chronic kidney disease (CKD) demonstrated significant relationships with AKI. There was no significant difference in eGFR and serum creatinine baseline levels between patients meeting AKI criteria and those who did not. Conclusions The low overall incidence of AKI in this patient population is encouraging. However, healthcare professionals must be aware of the significant impact of comorbidities such as diabetes, heart failure, and CKD on AKI development. Vigilant monitoring of postoperative kidney function, particularly serum creatinine levels within the first 48 hours, is essential for early detection and timely intervention. By understanding and addressing these risk factors, healthcare providers can take proactive steps to prevent and manage AKI in patients undergoing laparotomy, ultimately leading to improved patient outcomes and reduced healthcare costs.
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Affiliation(s)
- Fahad K Alrzouq
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, SAU
- Department of Research Office, King Abdullah International Medical Research Center, Riyadh, SAU
| | - Fares Dendini
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, SAU
- Department of Research Office, King Abdullah International Medical Research Center, Riyadh, SAU
| | - Yousef Alsuwailem
- Collage of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, SAU
- Department of Research Office, King Abdullah International Medical Research Center, Riyadh, SAU
| | - Bader A Aljaafri
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, SAU
- Department of Research Office, King Abdullah International Medical Research Center, Riyadh, SAU
| | - Abdulaziz S Alsuhibani
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences College of Medicine, Riyadh, SAU
- Department of Research Office, King Abdullah International Medical Research Center, Riyadh, SAU
| | - Ibrahim Al Babtain
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, SAU
- Department of General Surgery, King Abdulaziz Medical City Riyadh, Riyadh, SAU
- Department of Research Office, King Abdullah International Medical Research Center, Riyadh, SAU
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17
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Pang Z, Zou W. Advances of perioperative acute kidney injury in elderly patients undergoing non-cardiac surgery. ZHONG NAN DA XUE XUE BAO. YI XUE BAN = JOURNAL OF CENTRAL SOUTH UNIVERSITY. MEDICAL SCIENCES 2023; 48:760-770. [PMID: 37539579 PMCID: PMC10930413 DOI: 10.11817/j.issn.1672-7347.2023.220629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Indexed: 08/05/2023]
Abstract
The risk of developing perioperative acute kidney injury (AKI) in elderly patients increases with age. The combined involvement of aging kidneys, coexisting multiple underlying chronic diseases, and increased exposure to potential renal stressors and nephrotoxic drugs or invasive procedures constitute susceptibility factors for AKI in elderly patients. The perioperative AKI in elderly patients undergoing noncardiac surgery has its own specific population characteristics, so it is necessary to further explore the characteristics of AKI in elderly patients in terms of epidemiology, clinical diagnosis, risk factors, and preventive and curative measures to provide meaningful clinical advice to improve prognosis, accelerate recovery, and reduce medical burden in elderly patients. Since AKI has the fastest-growing incidence in older patients and is associated with a worse prognosis, early detection, early diagnosis, and prevention of AKI are important for elderly patients in the perioperative period. Large, multicenter, randomized controlled clinical studies in elderly non-cardiac surgery patients with AKI can be conducted in the future, with the aim of providing the evidence to reduce of the incidence of AKI and to improve the prognosis of patients.
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Affiliation(s)
- Zhaohua Pang
- Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha 410008.
- National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Changsha 410008, China.
| | - Wangyuan Zou
- Department of Anesthesiology, Xiangya Hospital, Central South University, Changsha 410008.
- National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Changsha 410008, China.
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18
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Coelho FUDA, Gadioli B, Freitas FFMD, Vattimo MDFF. Factors associated with acute kidney injury in patients undergoing extracorporeal membrane oxygenation: retrospective cohort. Rev Esc Enferm USP 2023; 57:e20220299. [PMID: 37071796 PMCID: PMC10104527 DOI: 10.1590/1980-220x-reeusp-2022-0299en] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 03/01/2023] [Indexed: 04/20/2023] Open
Abstract
OBJECTIVE To identify factors associated with acute kidney injury in patients undergoing extracorporeal membrane oxygenation. METHOD Retrospective cohort study conducted in an adult Intensive Care Unit with patients undergoing extracorporeal membrane oxygenation from 2012 to 2021. The research used the Kidney Disease Improving Global Outcomes as criteria for definition and classification of acute kidney injury. A multiple logistic regression model was developed to analyze the associated factors. RESULTS The sample was composed of 122 individuals, of these, 98 developed acute kidney injury (80.3%). In multiple regression, the associated factors found were vasopressin use, Nursing Activities Score, and glomerular filtration rate. CONCLUSION The use of vasopressin, the Nursing Activities Score, and the glomerular filtration rate were considered as factors related to the development of acute kidney injury in patients undergoing extracorporeal membrane oxygenation.
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Affiliation(s)
| | - Barbara Gadioli
- Hospital Israelita Albert Einstein, Departamento de pacientes graves, São Paulo, SP, Brazil
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19
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Lambert DH. A proposed method to minimize acute kidney injury by avoiding vasopressors during surgery. Ren Fail 2022; 44:1993-1995. [DOI: 10.1080/0886022x.2022.2141647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Donald H. Lambert
- Anesthesiology, Boston Medical Center, Boston University School of Medicine Boston MA, USA
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