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Dhanani JA, Shekar K, Parmar D, Lipman J, Bristow D, Wallis SC, Won H, Sumi CD, Abdul-Aziz MH, Roberts JA. COVID-19 Drug Treatments Are Prone to Sequestration in Extracorporeal Membrane Oxygenation Circuits: An Ex Vivo Extracorporeal Membrane Oxygenation Study. ASAIO J 2024; 70:546-552. [PMID: 38829573 DOI: 10.1097/mat.0000000000002120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2024] Open
Abstract
Drug treatments for coronavirus disease 2019 (COVID-19) dramatically improve patient outcomes, and although extracorporeal membrane oxygenation (ECMO) has significant use in these patients, it is unknown whether ECMO affects drug dosing. We used an ex vivo adult ECMO model to measure ECMO circuit effects on concentrations of specific COVID-19 drug treatments. Three identical ECMO circuits used in adult patients were set up. Circuits were primed with fresh human blood (temperature and pH maintained within normal limits). Three polystyrene jars with 75 ml fresh human blood were used as controls. Remdesivir, GS-441524, nafamostat, and tocilizumab were injected in the circuit and control jars at therapeutic concentrations. Samples were taken from circuit and control jars at predefined time points over 6 h and drug concentrations were measured using validated assays. Relative to baseline, mean (± standard deviation [SD]) study drug recoveries in both controls and circuits at 6 h were significantly lower for remdesivir (32.2% [±2.7] and 12.4% [±2.1], p < 0.001), nafamostat (21.4% [±5.0] and 0.0% [±0.0], p = 0.018). Reduced concentrations of COVID-19 drug treatments in ECMO circuits is a clinical concern. Remdesivir and nafamostat may need dose adjustments. Clinical pharmacokinetic studies are suggested to guide optimized COVID-19 drug treatment dosing during ECMO.
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Affiliation(s)
- Jayesh A Dhanani
- From the University of Queensland Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Australia
- Department of Intensive Care Medicine, Royal Brisbane and Women's Hospital, Herston, Queensland, Australia
| | - Kiran Shekar
- Adult Intensive Care Services, The Prince Charles Hospital, Chermside, Queensland, Australia
- School of Medicine, University of Queensland, Brisbane, Queensland, Australia
| | - Dinesh Parmar
- Adult Intensive Care Services, The Prince Charles Hospital, Chermside, Queensland, Australia
- School of Medicine, University of Queensland, Brisbane, Queensland, Australia
| | - Jeffrey Lipman
- From the University of Queensland Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Australia
- Department of Intensive Care Medicine, Royal Brisbane and Women's Hospital, Herston, Queensland, Australia
- Jamieson Trauma Institute, Royal Brisbane and Womens Hospital
- Division of Anaesthesiology Critical Care Emergency and Pain Medicine, Nîmes University Hospital, University of Montpellier, Nîmes, France
- Herston Infectious Diseases Institute (HeIDI), Metro North Health, Brisbane, Australia
| | - Debra Bristow
- Department of Intensive Care Medicine, Royal Brisbane and Women's Hospital, Herston, Queensland, Australia
| | - Steven C Wallis
- From the University of Queensland Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Australia
| | - Hayoung Won
- From the University of Queensland Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Australia
| | - Chandra D Sumi
- From the University of Queensland Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Australia
| | - Mohd H Abdul-Aziz
- From the University of Queensland Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Australia
| | - Jason A Roberts
- From the University of Queensland Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Australia
- Department of Intensive Care Medicine, Royal Brisbane and Women's Hospital, Herston, Queensland, Australia
- Jamieson Trauma Institute, Royal Brisbane and Womens Hospital
- Division of Anaesthesiology Critical Care Emergency and Pain Medicine, Nîmes University Hospital, University of Montpellier, Nîmes, France
- Herston Infectious Diseases Institute (HeIDI), Metro North Health, Brisbane, Australia
- Department of Pharmacy, Royal Brisbane and Women's Hospital, Herston, Queensland, Australia
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2
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Kummer RL, Marini JJ. The Respiratory Mechanics of COVID-19 Acute Respiratory Distress Syndrome-Lessons Learned? J Clin Med 2024; 13:1833. [PMID: 38610598 PMCID: PMC11012401 DOI: 10.3390/jcm13071833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 03/13/2024] [Accepted: 03/18/2024] [Indexed: 04/14/2024] Open
Abstract
Acute respiratory distress syndrome (ARDS) is a well-defined clinical entity characterized by the acute onset of diffuse pulmonary injury and hypoxemia not explained by fluid overload. The COVID-19 pandemic brought about an unprecedented volume of patients with ARDS and challenged our understanding and clinical approach to treatment of this clinical syndrome. Unique to COVID-19 ARDS is the disruption and dysregulation of the pulmonary vascular compartment caused by the SARS-CoV-2 virus, which is a significant cause of hypoxemia in these patients. As a result, gas exchange does not necessarily correlate with respiratory system compliance and mechanics in COVID-19 ARDS as it does with other etiologies. The purpose of this review is to relate the mechanics of COVID-19 ARDS to its underlying pathophysiologic mechanisms and outline the lessons we have learned in the management of this clinic syndrome.
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Affiliation(s)
- Rebecca L. Kummer
- Department of Pulmonary and Critical Care Medicine, University of Minnesota School of Medicine, Minneapolis, MN 55455, USA
| | - John J. Marini
- Department of Pulmonary and Critical Care Medicine, Regions Hospital, St. Paul, MN 55101, USA
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Kim TW, Kim WY, Park S, Lee SH, Park O, Kim T, Yeo HJ, Jang JH, Cho WH, Huh JW, Lee SM, Chung CR, Lee J, Kim JS, Lim SY, Baek AR, Yoo JW, Kim HC, Choi EY, Park C, Kim TO, Moon DS, Lee SI, Moon JY, Kwon SJ, Seong GM, Jung WJ, Baek MS. Risk Factors for the Mortality of Patients With Coronavirus Disease 2019 Requiring Extracorporeal Membrane Oxygenation in a Non-Centralized Setting: A Nationwide Study. J Korean Med Sci 2024; 39:e75. [PMID: 38442718 PMCID: PMC10911941 DOI: 10.3346/jkms.2024.39.e75] [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: 09/13/2023] [Accepted: 01/03/2024] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND Limited data are available on the mortality rates of patients receiving extracorporeal membrane oxygenation (ECMO) support for coronavirus disease 2019 (COVID-19). We aimed to analyze the relationship between COVID-19 and clinical outcomes for patients receiving ECMO. METHODS We retrospectively investigated patients with COVID-19 pneumonia requiring ECMO in 19 hospitals across Korea from January 1, 2020 to August 31, 2021. The primary outcome was the 90-day mortality after ECMO initiation. We performed multivariate analysis using a logistic regression model to estimate the odds ratio (OR) of 90-day mortality. Survival differences were analyzed using the Kaplan-Meier (KM) method. RESULTS Of 127 patients with COVID-19 pneumonia who received ECMO, 70 patients (55.1%) died within 90 days of ECMO initiation. The median age was 64 years, and 63% of patients were male. The incidence of ECMO was increased with age but was decreased after 70 years of age. However, the survival rate was decreased linearly with age. In multivariate analysis, age (OR, 1.048; 95% confidence interval [CI], 1.010-1.089; P = 0.014) and receipt of continuous renal replacement therapy (CRRT) (OR, 3.069; 95% CI, 1.312-7.180; P = 0.010) were significantly associated with an increased risk of 90-day mortality. KM curves showed significant differences in survival between groups according to age (65 years) (log-rank P = 0.021) and receipt of CRRT (log-rank P = 0.004). CONCLUSION Older age and receipt of CRRT were associated with higher mortality rates among patients with COVID-19 who received ECMO.
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Affiliation(s)
- Tae Wan Kim
- Department of Internal Medicine, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Won-Young Kim
- Department of Internal Medicine, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Sunghoon Park
- Division of Pulmonary, Allergy and Critical Care Medicine, Hallym University Sacred Heart Hospital, Anyang, Korea
| | - Su Hwan Lee
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Onyu Park
- BioMedical Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Korea
| | - Taehwa Kim
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Internal Medicine, Transplant Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Korea
- Department of Internal Medicine, Pusan National University School of Medicine, Busan, Korea
| | - Hye Ju Yeo
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Internal Medicine, Transplant Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Korea
- Department of Internal Medicine, Pusan National University School of Medicine, Busan, Korea
| | - Jin Ho Jang
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Internal Medicine, Transplant Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Korea
- Department of Internal Medicine, Pusan National University School of Medicine, Busan, Korea
| | - Woo Hyun Cho
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Internal Medicine, Transplant Research Center, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Korea
- Department of Internal Medicine, Pusan National University School of Medicine, Busan, Korea
| | - Jin-Won Huh
- Department of Pulmonary and Critical Care Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sang-Min Lee
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Chi Ryang Chung
- Department of Critical Care Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jongmin Lee
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Jung Soo Kim
- Division of Critical Care Medicine, Department of Hospital Medicine, Inha Collage of Medicine, Incheon, Korea
| | - Sung Yoon Lim
- Department of Internal Medicine, Division of Pulmonary and Critical Care Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Ae-Rin Baek
- Division of Allergy and Pulmonary Medicine, Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Bucheon, Korea
| | - Jung-Wan Yoo
- Department of Internal Medicine, Gyeongsang National University Hospital, Jinju, Korea
| | - Ho Cheol Kim
- Department of Internal Medicine, Gyeongsang National University Changwon Hospital, Gyeongsang National University School of Medicine, Changwon, Korea
| | - Eun Young Choi
- Division of Pulmonology and Allergy, Department of Internal Medicine, College of Medicine, Yeungnam University and Regional Center for Respiratory Diseases, Yeungnam University Medical Center, Daegu, Korea
| | - Chul Park
- Division of Pulmonology and Critical Care Medicine, Wonkwang University Hospital, Iksan, Korea
| | - Tae-Ok Kim
- Division of Pulmonary, and Critical Care Medicine, Department of Internal Medicine, Chonnam National University Hospital, Gwangju, Korea
| | - Do Sik Moon
- Department of Pulmonology and Critical Care Medicine, Chosun University Hospital, Gwangju, Korea
| | - Song-I Lee
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Chungnam National University College of Medicine, Chungnam National University Hospital, Daejeon, Korea
| | - Jae Young Moon
- Department of Internal Medicine, Chungnam National University College of Medicine, Chungnam National University Sejong Hospital, Sejong, Korea
| | - Sun Jung Kwon
- Division of Respiratory and Critical Care Medicine, Department of Internal Medicine, Konyang University Hospital, Daejeon, Korea
| | - Gil Myeong Seong
- Department of Internal Medicine, Jeju National University Hospital, Jeju National University School of Medicine, Jeju, Korea
| | - Won Jai Jung
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Internal Medicine, Korea University Anam Hospital, Seoul, Korea
| | - Moon Seong Baek
- Department of Internal Medicine, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea.
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Ling RR, Bonavia W, Ponnapa Reddy M, Pilcher D, Subramaniam A. Persistent Critical Illness and Long-Term Outcomes in Patients With COVID-19: A Multicenter Retrospective Cohort Study. Crit Care Explor 2024; 6:e1057. [PMID: 38425579 PMCID: PMC10904098 DOI: 10.1097/cce.0000000000001057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2024] Open
Abstract
OBJECTIVES A nontrivial number of patients in ICUs experience persistent critical illness (PerCI), a phenomenon in which features of the ICU course more consistently predict mortality than the initial indication for admission. We aimed to describe PerCI among patients with critical illness caused by COVID-19, and these patients' short- and long-term outcomes. DESIGN Multicenter retrospective cohort study. SETTING Australian and New Zealand Intensive Care Society Adult Patient Database of 114 Australian ICUs between January 1, 2020, and March 31, 2022. PATIENTS Patients 16 years old or older with COVID-19, and a documented ICU length of stay. EXPOSURE The presence of PerCI, defined as an ICU length of stay greater than or equal to 10 days. MEASUREMENTS We compared the survival time up to 2 years from ICU admission using time-varying robust-variance estimated Cox proportional hazards models. We further investigated the impact of PerCI in subgroups of patients, stratifying based on whether they survived their initial hospitalization. MAIN RESULTS We included 4961 patients in the final analysis, and 882 patients (17.8%) had PerCI. ICU mortality was 23.4% in patients with PerCI and 6.5% in those without PerCI. Patients with PerCI had lower 2-year (70.9% [95% CI, 67.9-73.9%] vs. 86.1% [95% CI, 85.0-87.1%]; p < 0.001) survival rates compared with patients without PerCI. Patients with PerCI had higher mortality (adjusted hazards ratio: 1.734; 95% CI, 1.388-2.168); this was consistent across several sensitivity analyses. When analyzed as a nonlinear predictor, the hazards of mortality were inconsistent up until 10 days, before plateauing. CONCLUSIONS In this multicenter retrospective observational study patients with PerCI tended to have poorer short-term and long-term outcomes. However, the hazards of mortality plateaued beyond the first 10 days of ICU stay. Further studies should investigate predictors of developing PerCI, to better prognosticate long-term outcomes.
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Affiliation(s)
- Ryan Ruiyang Ling
- Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, Singapore
- Australian and New Zealand Intensive Care Research Centre (ANZIC-RC), School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - William Bonavia
- Department of Intensive Care, Alfred Hospital, Melbourne, Victoria, Australia
- Department of Intensive Care, Frankston Hospital, Frankston, Victoria, Australia
| | - Mallikarjuna Ponnapa Reddy
- Department of Intensive Care, Frankston Hospital, Frankston, Victoria, Australia
- Department of Intensive Care, North Canberra Hospital, Canberra, Australia
- Department of Anaesthesia and Pain Medicine, Nepean Hospital, Sydney, Australia
| | - David Pilcher
- Australian and New Zealand Intensive Care Research Centre (ANZIC-RC), School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Department of Intensive Care, Alfred Hospital, Melbourne, Victoria, Australia
- Centre for Outcome and Resource Evaluation, Australian and New Zealand Intensive Care Society, Melbourne, Victoria, Australia
| | - Ashwin Subramaniam
- Australian and New Zealand Intensive Care Research Centre (ANZIC-RC), School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Department of Intensive Care, Frankston Hospital, Frankston, Victoria, Australia
- Department of Medicine, Peninsula Clinical School, Monash University, Frankston, Victoria, Australia
- Department of Intensive Care, Dandenong Hospital, Monash Health, Dandenong, Victoria, Australia
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5
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Fernando SM, Brodie D, Barbaro RP, Agerstrand C, Badulak J, Bush EL, Mueller T, Munshi L, Fan E, MacLaren G, McIsaac DI. Age and associated outcomes among patients receiving venovenous extracorporeal membrane oxygenation for acute respiratory failure: analysis of the Extracorporeal Life Support Organization registry. Intensive Care Med 2024; 50:395-405. [PMID: 38376515 DOI: 10.1007/s00134-024-07343-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 01/31/2024] [Indexed: 02/21/2024]
Abstract
PURPOSE Venovenous extracorporeal membrane oxygenation (VV-ECMO) can be used to support patients with refractory acute respiratory failure, though guidance on patient selection is lacking. While age is commonly utilized as a factor in establishing the potential VV-ECMO candidacy of these patients, little is known regarding its association with outcome. We studied the association between increasing patient age and outcomes among patients with acute respiratory failure receiving VV-ECMO. METHODS In this registry-based cohort study, we used individual patient data from 144 centres. We included adult patients (≥ 18 years of age) receiving VV-ECMO from 2017 to 2022. The primary outcome was hospital mortality. Secondary outcomes included a composite of complications following initiation of VV-ECMO. We conducted Bayesian analyses to estimate the association between chronological age and outcomes. RESULTS We included 27,811 patients receiving VV-ECMO. Of these, 11,533 (41.5%) died in hospital. For the analysis conducted using weakly informed priors, and as compared to the reference category of age 18-29, the age brackets of 30-39 (odds ratio [OR] 1.17, 95% credible interval [CrI] 1.06-1.31), 40-49 (OR 1.65, 95% CrI 1.49-1.82), 50-59 (OR 2.39, 95% CrI 2.16-2.61), 60-69 (OR 3.29, 95% CrI 2.97-3.67), 70-79 (OR 4.57, 95% CrI 3.90-5.37), and ≥ 80 (OR 8.08, 95% CrI 4.85-13.74) were independently associated with increasing hospital mortality. Similar results were found between increasing age and post-ECMO complications. CONCLUSIONS Among patients receiving VV-ECMO for acute respiratory failure, increasing age is significantly associated with poorer outcomes, and this association emerges as early as 30 years of age.
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Affiliation(s)
- Shannon M Fernando
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada.
- Department of Critical Care, Lakeridge Health Corporation, Oshawa, ON, Canada.
| | - Daniel Brodie
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ryan P Barbaro
- Division of Pediatric Critical Care Medicine, University of Michigan, Ann Arbor, MI, USA
- Child Health Evaluation and Research Center, University of Michigan, Ann Arbor, MI, USA
| | - Cara Agerstrand
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Columbia University College of Physicians and Surgeons, New York, NY, USA
- Center for Acute Respiratory Failure, New York-Presbyterian Hospital, New York, NY, USA
| | - Jenelle Badulak
- Department of Emergency Medicine, University of Washington, Seattle, WA, USA
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of Washington, Seattle, WA, USA
| | - Errol L Bush
- Division of Thoracic Surgery, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Thomas Mueller
- Department of Internal Medicine II, University Hospital of Regensburg, Regensburg, Germany
| | - Laveena Munshi
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Eddy Fan
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Graeme MacLaren
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Cardiothoracic Intensive Care Unit, National University Heart Centre, National University Hospital, Singapore, Singapore
| | - Daniel I McIsaac
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
- Department of Anesthesiology and Pain Medicine, University of Ottawa, Ottawa, ON, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
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Frederiks P, Bianchi P, Hunnybun D, Behar J, Garfield B, Ledot S. Single-center experience of temporary-permanent pacemaker use in COVID-19 patients supported with veno-venous ECMO: A case series. Perfusion 2024; 39:382-390. [PMID: 36476240 PMCID: PMC9742740 DOI: 10.1177/02676591221144905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
INTRODUCTION In the first year of the COVID-19 pandemic, nine out of 129 patients (7%) developed life-threatening bradycardia episodes ultimately requiring a TPPM, whilst being supported with VV-ECMO for severe COVID-19 ARDS in our tertiary cardio-pulmonary failure center. ANALYSIS All subjects had asystole due to sinus node dysfunction and experienced at least one episode involving cardiopulmonary resuscitation. Most bradycardic events were seen in the context of vagal hypersensitivity. Mean time from general ICU admission to TPPM insertion was 20.6 ± 8.9 days. One patient developed a large chest wall hematoma weeks after TPPM implantation, no other TPPM-related issues were observed. No patient required a long-term pacing system. Six-months survival rate was high (89%). CONCLUSION These findings suggested that transient life-threatening sinus node disease is not uncommon in ECMO-dependent COVID-19 ARDS patients. TPPM with an active fixation lead is sometimes needed to facilitate ongoing ICU care, however, long-term permanent pacing was not required.
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Affiliation(s)
- Pascal Frederiks
- Department of Adult Intensive Care, Royal Brompton and Harefield NHS Foundation Trust, London, UK
- Department of Cardiovascular Diseases, University Hospitals Leuven, Leuven, Belgium
| | - Paolo Bianchi
- Department of Adult Intensive Care, Royal Brompton and Harefield NHS Foundation Trust, London, UK
- Division of Anaesthetics, Pain Medicine, and Intensive Care, Department of Surgery and Cancer, Imperial College London, London, UK
- Department of Anaesthesia, Royal Brompton and Harefield NHS Foundation Trust, London, UK
| | - Daniel Hunnybun
- Department of Cardiology, Royal Brompton and Harefield NHS Foundation Trust, London, UK
| | - Jonathan Behar
- Department of Cardiology, Royal Brompton and Harefield NHS Foundation Trust, London, UK
| | - Ben Garfield
- Department of Adult Intensive Care, Royal Brompton and Harefield NHS Foundation Trust, London, UK
- Division of Anaesthetics, Pain Medicine, and Intensive Care, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Stéphane Ledot
- Department of Adult Intensive Care, Royal Brompton and Harefield NHS Foundation Trust, London, UK
- Division of Anaesthetics, Pain Medicine, and Intensive Care, Department of Surgery and Cancer, Imperial College London, London, UK
- Department of Anaesthesia, Royal Brompton and Harefield NHS Foundation Trust, London, UK
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7
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Bianquis C, Leiva Agüero S, Cantero C, Golfe Bonmatí A, González J, Hu X, Lacoste-Palasset T, Livesey A, Guillamat Prats R, Salai G, Sykes DL, Toland S, van Zeller C, Viegas P, Vieira AL, Zaneli S, Karagiannidis C, Fisser C. ERS International Congress 2023: highlights from the Respiratory Intensive Care Assembly. ERJ Open Res 2024; 10:00886-2023. [PMID: 38651090 PMCID: PMC11033729 DOI: 10.1183/23120541.00886-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 11/28/2023] [Indexed: 04/25/2024] Open
Abstract
Early career members of Assembly 2 (Respiratory Intensive Care) attended the 2023 European Respiratory Society International Congress in Milan, Italy. The conference covered acute and chronic respiratory failure. Sessions of interest to our assembly members and to those interested in respiratory critical care are summarised in this article and include the latest updates in respiratory intensive care, in particular acute respiratory distress syndrome and mechanical ventilation.
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Affiliation(s)
- Clara Bianquis
- Sorbonne Université, UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
| | - Sebastian Leiva Agüero
- Academic unit of the University Institute of Health Science H.A. Barceló Foundation, La Rioja, Argentina
| | - Chloé Cantero
- APHP, Groupe Hospitalier Universitaire APHP-Sorbonne Université, Site Pitié-Salpêtrière, Service de Pneumologie, Paris, France
| | | | - Jessica González
- Translational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain
| | - Xinxin Hu
- St Vincent's Health Network Sydney, Sydney, Australia
- University of Sydney, Sydney, Australia
| | - Thomas Lacoste-Palasset
- Assistance Publique Hôpitaux de Paris, Service de Pneumologie et Soins Intensifs Respiratoires, Centre de Référence de l'Hypertension Pulmonaire, Hôpital Bicêtre, Le Kremlin Bicêtre, France
- Université Paris–Saclay, Faculté de Médecine, Le Kremlin Bicêtre, France
| | - Alana Livesey
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | | | - Grgur Salai
- Department of Pulmonology, University Hospital Dubrava, Zagreb, Croatia
| | | | - Sile Toland
- Department of Medicine, Letterkenny University Hospital, Donegal, Ireland
| | - Cristiano van Zeller
- Department of Respiratory Medicine, King's College Hospital NHS Foundation Trust, London, UK
| | - Pedro Viegas
- Departamento de Pneumonologia, Centro Hospitalar de Vila Nova de Gaia/Espinho, Oporto, Portugal
| | | | - Stavroula Zaneli
- 1st Respiratory Department, Medical School, National and Kapodistrian University of Athens, “Sotiria” Chest Hospital, Athens, Greece
| | - Christian Karagiannidis
- Department of Pneumology and Critical Care Medicine, ARDS and ECMO Centre, Cologne-Merheim Hospital, Kliniken der Stadt Köln gGmbH, Witten/Herdecke University Hospital, Cologne, Germany
| | - Christoph Fisser
- Department of Internal Medicine II, University Medical Centre Regensburg, Regensburg, Germany
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8
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Ling RR, Ramanathan K, Shekar K. Ventilatory strategies during venovenous ECMO in ARDS: PEEPing at the elephant in the room. J Crit Care 2024; 79:154407. [PMID: 37696150 DOI: 10.1016/j.jcrc.2023.154407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 08/29/2023] [Indexed: 09/13/2023]
Affiliation(s)
- Ryan Ruiyang Ling
- Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, Singapore
| | - Kollengode Ramanathan
- Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, Singapore; Cardiothoracic Intensive Care Unit, National University Heart Centre, National University Health System, Singapore
| | - Kiran Shekar
- Adult Intensive Care Services, The Prince Charles Hospital, Brisbane, QLD, Australia; Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia; Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, QLD, Australia; Faculty of Health Sciences and Medicine, Bond University, Gold Coast, QLD, Australia.
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9
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Valenzuela-Faccini N, Poveda-Henao C, Flórez-Navas C, Pérez-Garzón M, Boada-Becerra N, Mercado-Diaz M, Salcedo P, Robayo-Amortegui H. Outcomes of ECMO support with polypropylene membrane during pandemic times: a retrospective cohort study. BMC Pulm Med 2024; 24:41. [PMID: 38243231 PMCID: PMC10797970 DOI: 10.1186/s12890-023-02753-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Accepted: 11/06/2023] [Indexed: 01/21/2024] Open
Abstract
BACKGROUND The SARS-CoV-2 pandemic resulted in shortages of supplies, which limited the use of extracorporeal membrane oxygenation (ECMO) support. As a contingency strategy, polypropylene (PP) oxygenation membranes were used. This study describes the clinical outcomes in patients on ECMO with PP compared to poly-methylpentene (PMP) oxygenation membranes. METHODS Retrospective cohort of patients in ECMO support admitted between 2020 and 2021. RESULTS A total of 152 patients with ECMO support were included, 71.05% were men with an average age of 42 (SD 9.91) years. Veno-venous configuration was performed in 75.6% of cases. The PP oxygenation membranes required more changes 22 (63.1%), than the PMP Sorin® 24 (32,8%) and Euroset® 15 (31,9%) (p.0.022). The main indication for membrane change was low oxygen transfer for PP at 56.2%, Sorin® at 50%, and Euroset® at 14.8%. Renal replacement therapy was the most frequent complication with PP membrane in 22 patients (68.7%) Sorin® 25 patients (34.2%), and Euroset® 15 patients (31.9%) (p 0.001) without statistically significant differences in mortality. CONCLUSION PP oxygenation membranes was a useful and feasible strategy. It allowed a greater disponibility of ECMO support for critically ill in a situation of great adversity during the SARS-CoV-2 pandemic.
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Affiliation(s)
| | - Claudia Poveda-Henao
- Critical Medicine and Intensive Care, Intensive care department Fundación Clínica Shaio, Bogotá DC, Colombia.
- ECMO group Fundación Clínica Shaio Perfusionist intensive care department, Fundación Clínica Shaio, Bogotá DC, Colombia.
| | | | - Michel Pérez-Garzón
- Critical Medicine and Intensive Care, Intensive care department Fundación Clínica Shaio, Bogotá DC, Colombia
- ECMO group Fundación Clínica Shaio Perfusionist intensive care department, Fundación Clínica Shaio, Bogotá DC, Colombia
| | | | - Mario Mercado-Diaz
- Critical Medicine and Intensive Care, Intensive care department Fundación Clínica Shaio, Bogotá DC, Colombia
- ECMO group Fundación Clínica Shaio Perfusionist intensive care department, Fundación Clínica Shaio, Bogotá DC, Colombia
| | - Patricia Salcedo
- ECMO group Fundación Clínica Shaio Perfusionist intensive care department, Fundación Clínica Shaio, Bogotá DC, Colombia
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10
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Tam D, Norman H, Chen LL. An Integrative Review: Evaluating the Risks, Benefits, and Efficacy of Extracorporeal Membrane Oxygenation (ECMO) in Treating ARDS Secondary to COVID-19. Crit Care Nurs Q 2024; 47:2-8. [PMID: 38031302 DOI: 10.1097/cnq.0000000000000485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2023]
Abstract
The onset of the COVID-19 pandemic has led to an increased use of extracorporeal membrane oxygenation (ECMO) for severe acute respiratory distress syndrome (ARDS); however, there are ongoing concerns about its associated risks and benefits, making a comprehensive understanding vital for clinical decision-making. This review aims to evaluate the efficacy, risks, and practical implications of ECMO as a therapeutic intervention in severe ARDS secondary to COVID-19. The results indicate that ECMO is a key therapeutic intervention for managing severe COVID-19, but due to its associated risks and resource constraints, its application needs careful consideration. Nurse practitioners need to acquire specialized skills to manage ECMO and stay updated with ongoing research and revised protocols. Given the potential for future virus mutations or pandemics, and finite resources, a multidisciplinary approach to ECMO therapy is necessary. Careful patient selection, strategic resource allocation, and continuous education are pivotal elements for improved patient outcomes.
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Affiliation(s)
- Derrick Tam
- Columbia University School of Nursing, New York City, New York (Mr Tam, Ms Norman, and Dr Chen); and Critical Care Center, Department of Anesthesiology and Critical Care Medicine, Memorial Sloan Kettering Cancer Center, New York City, New York (Dr Chen)
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11
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Geetha S, Verma N, Chakole V. A Comprehensive Review of Extra Corporeal Membrane Oxygenation: The Lifeline in Critical Moments. Cureus 2024; 16:e53275. [PMID: 38435953 PMCID: PMC10905309 DOI: 10.7759/cureus.53275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Accepted: 01/31/2024] [Indexed: 03/05/2024] Open
Abstract
Extracorporeal membrane oxygenation (ECMO) has evolved into a pivotal intervention in critical care, offering a lifeline for patients facing severe respiratory or cardiac failure. This review provides a comprehensive exploration of ECMO, spanning its definition and historical background to its contemporary advancements and ongoing impact in critical care. The versatility of ECMO in addressing diverse critical conditions, careful patient selection criteria, and the nuanced management of complications are discussed. Advances in technology, including miniaturization, novel circuit designs, and the integration of remote monitoring, showcase the evolving landscape of ECMO. The review underscores the ongoing impact of ECMO in improving survival rates, enhancing mobility, and enabling remote expertise. As a symbol of hope and innovation, ECMO's lifesaving potential is evident in its ability to navigate the complexities of critical care and redefine the boundaries of life support interventions.
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Affiliation(s)
- Sindhu Geetha
- Anaesthesiology, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Neeta Verma
- Anaesthesiology, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Vivek Chakole
- Anaesthesiology, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
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12
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Staibano P, Khattak S, Amin F, Engels PT, Sommer DD. Tracheostomy in Critically Ill COVID-19 Patients on Extracorporeal Membrane Oxygenation: A Single-Center Experience. Ann Otol Rhinol Laryngol 2023; 132:1520-1527. [PMID: 37032528 PMCID: PMC10086820 DOI: 10.1177/00034894231166648] [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] [Indexed: 04/11/2023]
Abstract
OBJECTIVES Novel coronavirus-19 (COVID-19) has led to over 6 million fatalities globally. An estimated 75% of COVID-19 patients who require critical care admission develop acute respiratory distress syndrome (ARDS) needing invasive mechanical ventilation (IMV) and/or extracorporeal membrane oxygenation (ECMO). Due to prolonged ventilation requirements, these patients often also require tracheostomy. We performed a review of clinical outcomes in COVID-19 patients on ECMO at a high-volume tertiary care center in Hamilton, Ontario, Canada. METHODOLOGY We performed a retrospective case series, including 24 adult patients diagnosed with COVID-19 who required IMV, veno-venous (ECMO), and tracheostomy. All patients were included from April to December 2021. We extracted demographic and clinical variables pertaining to the tracheostomy procedure and ECMO therapy. We performed descriptive statistical analyses. This study was approved by the Hamilton Integrated Research Ethics Board (14217-C). RESULTS We included 24 consecutive patients with COVID-19 who required tracheostomy while undergoing ECMO therapy. The mean age was 49.4 years [standard deviation (SD): 7.33], the majority of patients were male (75%), with mean body mass index of 32 (SD: 8.81). Overall mortality rate was 33.3%. Percutaneous tracheostomy was performed most frequently (83.3%) and, similar to open tracheostomy, was associated with a low rate of perioperative bleeding complications. Within surviving patients, the mean time to IMV weaning and decannulation was 60.2 (SD: 24.6) and 49.4 days (SD: 21.8), respectively. CONCLUSION Percutaneous tracheostomy appears to be safe in COVID-19 patients on ECMO and holding anticoagulation 24 hours prior to and after tracheostomy may limit bleeding events in these patients.
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Affiliation(s)
- Phillip Staibano
- Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, McMaster University, Hamilton, ON, Canada
| | - Shahzaib Khattak
- Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, McMaster University, Hamilton, ON, Canada
| | - Faizan Amin
- Department of Medicine, Division of Cardiology, McMaster University, Hamilton, ON, Canada
- Department of Medicine, Division of Critical Care, McMaster University, Hamilton, ON, Canada
| | - Paul T Engels
- Department of Medicine, Division of Critical Care, McMaster University, Hamilton, ON, Canada
- Department of Surgery, Division of General Surgery, McMaster University, Hamilton, ON, Canada
| | - Doron D Sommer
- Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, McMaster University, Hamilton, ON, Canada
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13
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Stern DR, Michalak LA, Beckett AR, Tabachnick DR, Tatooles AJ. Outcomes of patients with COVID-19 supported by venovenous extracorporeal membrane oxygenation for greater than 90 days. JTCVS OPEN 2023; 16:450-459. [PMID: 38204642 PMCID: PMC10775108 DOI: 10.1016/j.xjon.2023.09.044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 09/15/2023] [Accepted: 09/22/2023] [Indexed: 01/12/2024]
Abstract
Objective To determine the characteristics and outcomes of patients requiring prolonged (>90 days) venovenous extracorporeal membrane oxygenation (VV ECMO) support for refractory Coronavirus disease 2019 (COVID-19)-associated respiratory failure. Methods A retrospective, observational analysis of consecutive patients requiring VV ECMO for COVID-19-associated respiratory failure was performed at a single institution between March 2020 and January 2022. Data were collected from the medical records. Patients were predominantly cannulated and supported long-term with a single, dual-lumen cannula in the internal jugular vein with the tip positioned in the pulmonary artery. All patients were managed with an awake VV ECMO approach, emphasizing avoidance of sedatives, extubation, ambulation, physical therapy, and nutrition. Patients requiring >90 days of ECMO were identified, analyzed, and compared to those needing a shorter duration of support. Results A total of 44 patients were supported on VV ECMO during the study period, of whom 36 (82%) survived to discharge. Thirty-one patients were supported for <90 days, of whom 28 (90%) were discharged alive. Thirteen patients required >90 days of ECMO. All patients were extubated. Eight patients (62%) survived to discharge, with 1 patient requiring lung transplantation prior to decannulation. All survivors were free from mechanical ventilation and alive at a 6-month follow-up. Of the 4 patients who died on prolonged ECMO, 2 developed hemothorax necessitating surgery and 2 succumbed to fatal intracranial hemorrhage. Conclusions Patients treated with VV ECMO for COVID-19-associated respiratory failure may require prolonged support to recover. Extubation, ambulation, aggressive rehabilitation, and nutritional support while on ECMO can yield favorable outcomes.
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Affiliation(s)
- David R. Stern
- Department of Cardiovascular and Thoracic Surgery, Rush University Medical Center, Chicago, Ill
| | - Lauren A. Michalak
- Department of Cardiovascular and Thoracic Surgery, Rush University Medical Center, Chicago, Ill
| | - Allison R. Beckett
- Department of Cardiovascular and Thoracic Surgery, Rush University Medical Center, Chicago, Ill
| | - Deborah R. Tabachnick
- Department of Cardiovascular and Thoracic Surgery, Rush University Medical Center, Chicago, Ill
| | - Antone J. Tatooles
- Department of Cardiovascular and Thoracic Surgery, Rush University Medical Center, Chicago, Ill
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14
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Kim S, Seok H, Kim BK, Hwang J, Park DW, Shin JS, Kim JH. COVID-19 versus Other Disease Etiologies as the Cause of ARDS in Patients Necessitating Venovenous Extracorporeal Membrane Oxygenation-A Comparison of Patients' Data during the Three Years of the COVID-19 Pandemic. J Clin Med 2023; 12:6752. [PMID: 37959217 PMCID: PMC10647761 DOI: 10.3390/jcm12216752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 10/22/2023] [Accepted: 10/24/2023] [Indexed: 11/15/2023] Open
Abstract
Considering the characteristics of coronavirus disease 2019 (COVID-19) acute respiratory distress syndrome (ARDS), we compared the clinical course and outcomes of patients with ARDS who received venovenous extracorporeal membrane oxygenation (VV ECMO) based on the etiology of ARDS. This retrospective single-center study included adult patients with severe ARDS necessitating VV ECMO during the COVID-19 pandemic. Among 45 patients who received VV ECMO, 21 presented with COVID-19. COVID-19 patients exhibited lower sequential organ failure assessment scores (9 [8-12.75] versus 8 [4-11.5], p = 0.033) but longer duration of VV ECMO support (10.5 days [3.25-29.25] versus 28 days [10.5-70.5] p = 0.018), which was accompanied by an weaning off rate from VV ECMO in 12/24 (50%) versus 12/21 (57.1%) and 28-day mortality in 9/24 [37.5%] versus 2/21 [9.5%] in non-COVID-19 and COVID-19 patients (p = 0.767, p = 0.040), respectively. Finally, in the adjusted Cox regression model for hospital mortality, the hazard ratio of COVID-19 was not significant (hazard ratio 0.350, 95% confidence interval 0.110-1.115, p = 0.076). Although the VV ECMO period was longer, COVID-19 did not significantly impact ECMO weaning off and mortality rates. Nonetheless, judicious patient selections based on risk factors should be followed.
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Affiliation(s)
- Sua Kim
- Department of Critical Care Medicine, Korea University College of Medicine, Korea University Ansan Hospital, Ansan 15355, Republic of Korea;
| | - Hyeri Seok
- Division of Infectious Disease, Department of Internal Medicine, Korea University College of Medicine, Korea University Ansan Hospital, Ansan 15355, Republic of Korea; (H.S.); (D.W.P.)
| | - Beong Ki Kim
- Division of Pulmonology, Department of Internal Medicine, Korea University College of Medicine, Korea University Ansan Hospital, Ansan 15355, Republic of Korea;
| | - Jinwook Hwang
- Department of Thoracic and Cardiovascular Surgery, Korea University College of Medicine, Korea University Ansan Hospital, Ansan 15355, Republic of Korea; (J.H.); (J.S.S.)
| | - Dae Won Park
- Division of Infectious Disease, Department of Internal Medicine, Korea University College of Medicine, Korea University Ansan Hospital, Ansan 15355, Republic of Korea; (H.S.); (D.W.P.)
| | - Jae Seung Shin
- Department of Thoracic and Cardiovascular Surgery, Korea University College of Medicine, Korea University Ansan Hospital, Ansan 15355, Republic of Korea; (J.H.); (J.S.S.)
| | - Je Hyeong Kim
- Department of Critical Care Medicine, Korea University College of Medicine, Korea University Ansan Hospital, Ansan 15355, Republic of Korea;
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15
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Shah N, Xue B, Xu Z, Yang H, Marwali E, Dalton H, Payne PPR, Lu C, Said AS. Validation of extracorporeal membrane oxygenation mortality prediction and severity of illness scores in an international COVID-19 cohort. Artif Organs 2023; 47:1490-1502. [PMID: 37032544 DOI: 10.1111/aor.14542] [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: 12/09/2022] [Revised: 03/23/2023] [Accepted: 04/06/2023] [Indexed: 04/11/2023]
Abstract
BACKGROUND Veno-venous extracorporeal membrane oxygenation (V-V ECMO) is a lifesaving support modality for severe respiratory failure, but its resource-intensive nature led to significant controversy surrounding its use during the COVID-19 pandemic. We report the performance of several ECMO mortality prediction and severity of illness scores at discriminating survival in a large COVID-19 V-V ECMO cohort. METHODS We validated ECMOnet, PRESET (PREdiction of Survival on ECMO Therapy-Score), Roch, SOFA (Sequential Organ Failure Assessment), APACHE II (acute physiology and chronic health evaluation), 4C (Coronavirus Clinical Characterisation Consortium), and CURB-65 (Confusion, Urea nitrogen, Respiratory Rate, Blood Pressure, age >65 years) scores on the ISARIC (International Severe Acute Respiratory and emerging Infection Consortium) database. We report discrimination via Area Under the Receiver Operative Curve (AUROC) and Area under the Precision Recall Curve (AURPC) and calibration via Brier score. RESULTS We included 1147 patients and scores were calculated on patients with sufficient variables. ECMO mortality scores had AUROC (0.58-0.62), AUPRC (0.62-0.74), and Brier score (0.286-0.303). Roch score had the highest accuracy (AUROC 0.62), precision (AUPRC 0.74) yet worst calibration (Brier score of 0.3) despite being calculated on the fewest patients (144). Severity of illness scores had AUROC (0.52-0.57), AURPC (0.59-0.64), and Brier Score (0.265-0.471). APACHE II had the highest accuracy (AUROC 0.58), precision (AUPRC 0.64), and best calibration (Brier score 0.26). CONCLUSION Within a large international multicenter COVID-19 cohort, the evaluated ECMO mortality prediction and severity of illness scores demonstrated inconsistent discrimination and calibration highlighting the need for better clinically applicable decision support tools.
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Affiliation(s)
- Neel Shah
- Division of Pediatric Critical Care, Department of Pediatrics, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Bing Xue
- Department of Computer Science & Engineering, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Ziqi Xu
- Department of Computer Science & Engineering, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Hanqing Yang
- Department of Computer Science & Engineering, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Eva Marwali
- National Cardiovascular Center Harapan Kita, Jakarta, Indonesia
| | - Heidi Dalton
- INOVA Fairfax Hospital, Falls Church, Virginia, USA
| | - Philip P R Payne
- Institute for Informatics, School of Medicine, Washington University in St. Louis, Missouri, St. Louis, USA
| | - Chenyang Lu
- Department of Computer Science & Engineering, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Ahmed S Said
- Division of Pediatric Critical Care, Department of Pediatrics, Washington University in St. Louis, St. Louis, Missouri, USA
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16
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Chiew JK, Low CJW, Zeng K, Goh ZJ, Ling RR, Chen Y, Ti LK, Ramanathan K. Thoracic Epidural Anesthesia in Cardiac Surgery: A Systematic Review, Meta-Analysis, and Trial Sequential Analysis of Randomized Controlled Trials. Anesth Analg 2023; 137:587-600. [PMID: 37220070 DOI: 10.1213/ane.0000000000006532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
BACKGROUND Research on fast-track recovery protocols postulates that thoracic epidural anesthesia (TEA) in cardiac surgery contributes to improved postoperative outcomes. However, concerns about TEA's safety hinder its widespread usage. We conducted a systematic review and meta-analysis to assess the benefits and risks of TEA in cardiac surgery. METHODS We searched 4 databases for randomized controlled trials (RCTs) assessing the use of TEA against only general anesthesia (GA) in adults undergoing cardiac surgery, up till June 4, 2022. We conducted random-effects meta-analyses, evaluated risk of bias using the Cochrane Risk-of-Bias 2 tool, and rated certainty of evidence via the Grading of Recommendations, Assessment, Development, and Evaluations (GRADE) approach. Primary outcomes were intensive care unit (ICU), hospital length of stay, extubation time (ET), and mortality. Other outcomes included postoperative complications. Trial sequential analysis (TSA) was conducted on all outcomes to elicit statistical and clinical benefit. RESULTS Our meta-analysis included 51 RCTs (2112 TEA patients and 2220 GA patients). TEA significantly reduced ICU length of stay (-6.9 hours; 95% confidence interval [CI], -12.5 to -1.2; P = .018), hospital length of stay (-0.8 days; 95% CI, -1.1 to -0.4; P < .0001), and ET (-2.9 hours; 95% CI, -3.7 to -2.0; P < .0001). However, we found no significant change in mortality. TSA found that the cumulative Z-curve passed the TSA-adjusted boundary for ICU length of stay, hospital length of stay, and ET, suggesting a clinical benefit. TEA also significantly reduced pain scores, pooled pulmonary complications, transfusion requirements, delirium, and arrhythmia, without additional complications such as epidural hematomas, of which the risk was estimated to be <0.14%. CONCLUSIONS TEA reduces ICU and hospital length of stay, and postoperative complications in patients undergoing cardiac surgery with minimal reported complications such as epidural hematomas. These findings favor the use of TEA in cardiac surgery and warrant consideration for use in cardiac surgeries worldwide.
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Affiliation(s)
- John Keong Chiew
- From the Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, Singapore
| | - Christopher Jer Wei Low
- From the Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, Singapore
| | - Kieran Zeng
- Faculty of Medicine, University of New South Wales, Sydney, New South Wales, Australia
| | - Zhi Jie Goh
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
| | - Ryan Ruiyang Ling
- From the Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, Singapore
| | - Ying Chen
- From the Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, Singapore
- Agency of Science, Technology and Research, Singapore
| | - Lian Kah Ti
- From the Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, Singapore
- Department of Anaesthesia, National University Hospital, National University Health System, Singapore
| | - Kollengode Ramanathan
- From the Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, Singapore
- Department of Cardiac, Thoracic and Vascular Surgery, Cardiothoracic Intensive Care Unit, National University Heart Centre, National University Hospital, National University Health System, Singapore
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17
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Nunez JI, Uehara M, Mohamed A, Mellas N, Ashley JE, Rahmanian M, Carlese A, Forest SJ, Goldstein D, Jorde U, Saeed O. Lactate Dehydrogenase and Hemorrhagic Stroke During Extracorporeal Membrane Oxygenation for COVID-19. Lung 2023; 201:397-406. [PMID: 37401936 DOI: 10.1007/s00408-023-00630-w] [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: 03/23/2023] [Accepted: 06/21/2023] [Indexed: 07/05/2023]
Abstract
PURPOSE Hemorrhagic stroke (HS) is a devastating complication during extracorporeal membrane oxygenation (ECMO) but markers of risk stratification during COVID-19 are unknown. Lactate dehydrogenase (LDH) is a readily available biomarker of cell injury and permeability. We sought to determine whether an elevated LDH before ECMO placement is related to the occurrence of HS during ECMO for COVID-19. METHODS Adult patients with COVID-19 requiring ECMO between March 2020 and February 2022 were included. LDH values prior to ECMO placement were captured. Patients were categorized into high (> 750 U/L) or low (≤ 750 U/L) LDH groups. Multivariable regression modeling was used to determine the association between LDH and HS during ECMO. RESULTS There were 520 patients that underwent ECMO placement in 17 centers and 384 had an available LDH. Of whom, 122 (32%) had a high LDH. The overall incidence of HS was 10.9%, and patients with high LDH had a higher incidence of HS than those with low LDH level (17% vs 8%, p = 0.007). At 100 days, the probability of a HS was 40% in the high LDH group and 23% in those with a low LDH, p = 0.002. After adjustment for clinical covariates, high LDH remained associated with subsequent HS (aHR: 2.64, 95% CI 1.39-4.92). Findings were similar when restricting to patients supported by venovenous ECMO only. CONCLUSION Elevated LDH prior to ECMO cannulation is associated with a higher incidence of HS during device support. LDH can risk stratify cases for impending cerebral bleeding during ECMO.
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Affiliation(s)
- Jose I Nunez
- Department of Medicine, Division of Cardiology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Mayuko Uehara
- Departments of Cardiothoracic and Vascular Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Amira Mohamed
- Department of Medicine, Division of Critical Care Medicine and Pulmonology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Nicholas Mellas
- Departments of Cardiothoracic and Vascular Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Justin E Ashley
- Departments of Cardiothoracic and Vascular Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Marjan Rahmanian
- Department of Medicine, Division of Critical Care Medicine and Pulmonology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Anthony Carlese
- Department of Medicine, Division of Critical Care Medicine and Pulmonology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Stephen J Forest
- Departments of Cardiothoracic and Vascular Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Daniel Goldstein
- Departments of Cardiothoracic and Vascular Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Ulrich Jorde
- Department of Medicine, Division of Cardiology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Omar Saeed
- Department of Medicine, Division of Cardiology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.
- Department of Medicine, Division of Cardiovascular Medicine, Montefiore Medical Center, Albert Einstein College Of Medicine, Bronx, NY, USA.
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18
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Garfield BE, Bianchi P, Arachchillage DJ, Caetano F, Desai S, Doyle J, Hernandez Caballero C, Doyle AM, Mehta S, Law A, Jaggar S, Kokosi M, Molyneaux PL, Passariello M, Naja M, Ridge C, Alçada J, Patel B, Singh S, Ledot S. A Comparison of Long-Term Outcomes in Patients Managed With Venovenous Extracorporeal Membrane Oxygenation in the First and Second Waves of the COVID-19 Pandemic in the United Kingdom. Crit Care Med 2023; 51:1064-1073. [PMID: 37276353 PMCID: PMC10335603 DOI: 10.1097/ccm.0000000000005864] [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] [Indexed: 06/07/2023]
Abstract
OBJECTIVES Early studies of venovenous extracorporeal membrane oxygenation (ECMO) in COVID-19 have revealed similar outcomes to historical cohorts. Changes in the disease and treatments have led to differences in the patients supported on venovenous ECMO in the first and second waves. We aimed to compare these two groups in both the acute and follow-up phase. DESIGN Retrospective single-center cohort study comparing mortality at censoring date (November 30, 2021) and decannulation, patient characteristics, complications and lung function and quality of life (QOL-by European Quality of Life 5 Dimensions 3 Level Version) at first follow-up in patients supported on venovenous ECMO between wave 1 and wave 2 of the COVID-19 pandemic. SETTING Critical care department of a severe acute respiratory failure service. PATIENTS Patients supported on ECMO for COVID-19 between wave 1 (March 17, 2020, to August 31, 2020) and wave 2 (January 9, 2020, to May 25, 2021). INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS One hundred twenty-three patients were included in our analysis. Survival at censoring date (χ 2 , 6.35; p = 0.012) and decannulation (90.4% vs 70.0%; p < 0.001) was significantly lower in the second wave, while duration of ECMO run was longer (12.0 d [18.0-30.0 d] vs 29.5 d [15.5-58.3 d]; p = 0.005). Wave 2 patients had longer application of noninvasive ventilation (NIV) prior to ECMO and a higher frequency of barotrauma. Patient age and NIV use were independently associated with increased mortality (odds ratio 1.07 [1.01-1.14]; p = 0.025 and 3.37 [1.12-12.60]; p = 0.043, respectively). QOL and lung function apart from transfer coefficient of carbon monoxide corrected for hemoglobin was similar at follow-up across the waves. CONCLUSIONS Most patients with COVID-19 supported on ECMO in both waves survived in the short and longer term. At follow-up patients had similar lung function and QOL across the two waves. This suggests that ECMO has an ongoing role in the management of a carefully selected group of patients with COVID-19.
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Affiliation(s)
- Benjamin E Garfield
- Department of Adult Intensive Care, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
- Division of Anaesthetics, Pain Medicine, and Intensive Care, Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Paolo Bianchi
- Department of Adult Intensive Care, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
| | - Deepa J Arachchillage
- Centre for Haematology, Department of Immunology and Inflammation, Imperial College London, London, United Kingdom
- Department of Haematology, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
| | - Francisca Caetano
- Department of Adult Intensive Care, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
| | - Sujal Desai
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Department of Radiology, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
| | - James Doyle
- Department of Adult Intensive Care, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
| | - Clara Hernandez Caballero
- Department of Adult Intensive Care, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
| | - Anne-Marie Doyle
- Department of Adult Intensive Care, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
| | - Sachin Mehta
- Department of Adult Intensive Care, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
| | - Alexander Law
- Division of Anaesthetics, Pain Medicine, and Intensive Care, Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Sian Jaggar
- Department of Adult Intensive Care, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
- Department of Anaesthesia, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
| | - Maria Kokosi
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Department of Respiratory Medicine, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
| | - Philip L Molyneaux
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Department of Respiratory Medicine, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
| | - Maurizio Passariello
- Department of Adult Intensive Care, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
| | - Meena Naja
- Department of Adult Intensive Care, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
| | - Carole Ridge
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Department of Radiology, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
| | - Joana Alçada
- Department of Adult Intensive Care, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
- Department of Respiratory Medicine, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
| | - Brijesh Patel
- Department of Adult Intensive Care, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
- Division of Anaesthetics, Pain Medicine, and Intensive Care, Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Suveer Singh
- Department of Adult Intensive Care, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Stephane Ledot
- Department of Adult Intensive Care, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
- Division of Anaesthetics, Pain Medicine, and Intensive Care, Department of Surgery and Cancer, Imperial College London, London, United Kingdom
- Department of Anaesthesia, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
- Centre for Haematology, Department of Immunology and Inflammation, Imperial College London, London, United Kingdom
- Department of Haematology, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Department of Radiology, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
- Department of Respiratory Medicine, Royal Brompton & Harefield Hospitals, part of Guy's and St Thomas's NHS Foundation Trust, London, United Kingdom
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19
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Palacios CRF, Hoxhaj R, Thigpen C, Jacob J, Bhatnagar A, Saberi A. Outcomes of patients with COVID-19 requiring extracorporeal membrane oxygenation and continuous renal replacement therapy in the United States. Acute Crit Care 2023; 38:308-314. [PMID: 37652860 PMCID: PMC10497892 DOI: 10.4266/acc.2023.00115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 05/25/2023] [Accepted: 06/22/2023] [Indexed: 09/02/2023] Open
Abstract
BACKGROUND Coronavirus disease 2019 (COVID-19) infection is associated with significant morbidity and mortality. Some patients develop severe acute respiratory distress syndrome and kidney failure requiring the combination of extracorporeal membrane oxygenation (ECMO) and continuous renal replacement therapy (CRRT). METHODS Retrospective cohort study of 127 consecutive patients requiring combined ECMO and CRRT support in intensive care units at an ECMO center in Marietta, GA, United States. RESULTS Sixty and 67 patients with and without COVID-19, respectively, required ECMO-CRRT support. After adjusting for confounding variables, patients with COVID-19 had increased mortality at 30 days (hazard ratio [HR], 5.19; 95% confidence interval [CI], 2.51-10.7; P<0.001) and 90 days (HR, 6.23; 95% CI, 2.60-14.9; P<0.001). CONCLUSIONS In this retrospective study, patients with COVID-19 who required ECMO-CRRT had increased mortality when compared to patients without COVID-19.
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Affiliation(s)
| | - Rudiona Hoxhaj
- Internal Medicine, WellStar Health System, Marietta, GA, USA
| | - Catlyn Thigpen
- Internal Medicine, WellStar Health System, Marietta, GA, USA
| | - Jeffrey Jacob
- Internal Medicine, WellStar Health System, Marietta, GA, USA
| | - Atul Bhatnagar
- Critical Care Medicine, WellStar Health System, Marietta, GA, USA
| | - Asif Saberi
- Critical Care Medicine, WellStar Health System, Marietta, GA, USA
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20
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Sulakshana S, Chatterjee D, Chakraborty A. Extracorporeal Membrane Oxygenation for Severe COVID-19 in Indian Scenario: A Single Center Retrospective Study. Indian J Crit Care Med 2023; 27:381-385. [PMID: 37378373 PMCID: PMC10291672 DOI: 10.5005/jp-journals-10071-24469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 04/26/2023] [Indexed: 06/29/2023] Open
Abstract
Background Initial reports from Wuhan (China) suggested poor outcomes for severe COVID-19 patients treated with Extracorporeal Membrane Oxygenation (ECMO). Extracorporeal Life Support Organization (ELSO) interim 2019 guidelines also recommended using ECMO only when all conventional therapies are exhausted. However, later studies showed that delayed ECMO initiation may lead to longer ECMO runs, offsetting any benefit from resource conservation by delaying the initiation. Hence, this study was intended to analyze the sociodemographic characteristics, type of ECMO, and complications of its outcome in the Indian scenario. Materials and methods Demographic and patient clinical outcome data of all the patients of severe ARDS due to COVID-19 being treated with ECMO from 1st June 2020 to 31st May 2021 at Medica Super-specialty Hospital (Kolkata, India), were retrospectively compiled and analyzed. Results Total number of patients treated was 79 with 10% female representation. The mean age was 43 ± 3.2 years and the mean body mass index 37 ± 4.3. Fifty percent of the patient survived. The mean duration of the ECMO run was 17 ± 5.2 days. Sepsis (65%) was the commonest complication observed followed by acute kidney injury (39%). Conclusion This study provides significant insight into the outcomes of patients of COVID-19 treated by ECMO in the Indian scenario. Mortality rates of COVID-19 patients on ECMO were comparable to the non-COVID-19 patients, although the ECMO run time was relatively longer. Our study concluded that ECMO should be considered as a treatment option in appropriate COVID-19 cases. However, if the capacity diminishes in a pandemic situation, ECMO consideration should be based on more stringent criteria. How to cite this article Sulakshana S, Chatterjee D, Chakraborty A. Extracorporeal Membrane Oxygenation for Severe COVID-19 in Indian Scenario: A Single Center Retrospective Study. Indian J Crit Care Med 2023;27(6):381-385.
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Affiliation(s)
- Sulakshana Sulakshana
- Department of Anaesthesiology and Critical Care, Heritage Institute of Medical Sciences, Varanasi, Uttar Pradesh, India
| | - Dipanjan Chatterjee
- Department of Cardiac Anesthesiology and Critical Care and ECMO Services, Medica Hospital, Kolkata, West Bengal, India
| | - Arpan Chakraborty
- Department of Cardiac Anesthesiology and Critical Care and ECMO Services, Medica Hospital, Kolkata, West Bengal, India
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21
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Estoos EM, Jocham KP, Zhang C, Benson LM, Milas A, Zakhary B. Optimal positive end-expiratory pressure reduces right ventricular dysfunction in COVID-19 patients on venovenous extracorporeal membrane oxygenation: A retrospective single-center study. J Crit Care 2023; 75:154274. [PMID: 36764115 PMCID: PMC9908009 DOI: 10.1016/j.jcrc.2023.154274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 12/07/2022] [Accepted: 01/30/2023] [Indexed: 02/11/2023]
Abstract
While mechanical ventilation practices on venovenous extracorporeal membrane oxygenation (VV ECMO) are variable, most institutions utilize a lung rest strategy utilizing relatively low positive end-expiratory pressure (PEEP). The effect of PEEP titration using esophageal manometry during VV ECMO on pulmonary and cardiac function is unknown. This was a retrospective study of 69 patients initiated on VV ECMO between March 2020 through November 2021. Patients underwent standard PEEP (typically 10 cm H2O) or optimal PEEP (PEEP titrated to an end-expiratory transpulmonary pressure 0-3 cm H2O) throughout the ECMO run. The optimal PEEP strategy had higher levels of applied PEEP (17.9 vs. 10.8 cm H2O on day 2 of ECMO), decreased incidence of hemodynamically significant RV dysfunction (4.55% vs. 44.0%, p = 0.0001), and higher survival to decannulation (72.7% vs. 44.0%, p = 0.022). Survival to discharge did not reach statistical significance (27% vs. 11%, p = 0.211). In univariate logistic regression analysis, optimal PEEP was associated with less hemodynamically significant RV dysfunction with an odds ratio (OR) of 0.06 (95% confidence interval [CI] = 0.01-0.27, p = 0.0008) and increased survival to decannulation with an OR of 3.39 (95% CI 1.23-9.79), p = 0.02), though other confounding factors may have contributed.
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Affiliation(s)
- Ethan M. Estoos
- Department of Pulmonary and Critical Care Medicine, Oregon Health & Science University, 3181 S.W. Sam Jackson Park Road, Portland, OR 97239, United States of America,Corresponding author
| | - Kevin P. Jocham
- Department of Internal Medicine, Oregon Health & Science University, 3181 S.W. Sam Jackson Park Road, Portland, OR 97239, United States of America
| | - Chengda Zhang
- Department of Pulmonary and Critical Care Medicine, Oregon Health & Science University, 3181 S.W. Sam Jackson Park Road, Portland, OR 97239, United States of America
| | - Lauren M. Benson
- Department of Pulmonary and Critical Care Medicine, Oregon Health & Science University, 3181 S.W. Sam Jackson Park Road, Portland, OR 97239, United States of America
| | - Anamaria Milas
- Department of Pulmonary and Critical Care Medicine, Oregon Health & Science University, 3181 S.W. Sam Jackson Park Road, Portland, OR 97239, United States of America
| | - Bishoy Zakhary
- Department of Pulmonary and Critical Care Medicine, Oregon Health & Science University, 3181 S.W. Sam Jackson Park Road, Portland, OR 97239, United States of America
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22
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Rabie AA, Elhazmi A, Azzam MH, Abdelbary A, Labib A, Combes A, Zakhary B, MacLaren G, Barbaro RP, Peek GJ, Antonini MV, Shekar K, Al-Fares A, Oza P, Mehta Y, Alfoudri H, Ramanathan K, Ogino M, Raman L, Paden M, Brodie D, Bartlett R. Expert consensus statement on venovenous extracorporeal membrane oxygenation ECMO for COVID-19 severe ARDS: an international Delphi study. Ann Intensive Care 2023; 13:36. [PMID: 37129771 PMCID: PMC10152433 DOI: 10.1186/s13613-023-01126-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 04/05/2023] [Indexed: 05/03/2023] Open
Abstract
BACKGROUND The high-quality evidence on managing COVID-19 patients requiring extracorporeal membrane oxygenation (ECMO) support is insufficient. Furthermore, there is little consensus on allocating ECMO resources when scarce. The paucity of evidence and the need for guidance on controversial topics required an international expert consensus statement to understand the role of ECMO in COVID-19 better. Twenty-two international ECMO experts worldwide work together to interpret the most recent findings of the evolving published research, statement formulation, and voting to achieve consensus. OBJECTIVES To guide the next generation of ECMO practitioners during future pandemics on tackling controversial topics pertaining to using ECMO for patients with COVID-19-related severe ARDS. METHODS The scientific committee was assembled of five chairpersons with more than 5 years of ECMO experience and a critical care background. Their roles were modifying and restructuring the panel's questions and, assisting with statement formulation in addition to expert composition and literature review. Experts are identified based on their clinical experience with ECMO (minimum of 5 years) and previous academic activity on a global scale, with a focus on diversity in gender, geography, area of expertise, and level of seniority. We used the modified Delphi technique rounds and the nominal group technique (NGT) through three face-to-face meetings and the voting on the statement was conducted anonymously. The entire process was planned to be carried out in five phases: identifying the gap of knowledge, validation, statement formulation, voting, and drafting, respectively. RESULTS In phase I, the scientific committee obtained 52 questions on controversial topics in ECMO for COVID-19, further reviewed for duplication and redundancy in phase II, resulting in nine domains with 32 questions with a validation rate exceeding 75% (Fig. 1). In phase III, 25 questions were used to formulate 14 statements, and six questions achieved no consensus on the statements. In phase IV, two voting rounds resulted in 14 statements that reached a consensus are included in four domains which are: patient selection, ECMO clinical management, operational and logistics management, and ethics. CONCLUSION Three years after the onset of COVID-19, our understanding of the role of ECMO has evolved. However, it is incomplete. Tota14 statements achieved consensus; included in four domains discussing patient selection, clinical ECMO management, operational and logistic ECMO management and ethics to guide next-generation ECMO providers during future pandemic situations.
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Affiliation(s)
- Ahmed A Rabie
- Critical Care Department-ECMO care Unit (ECU), Riyadh Region Cluster1, King Saud Medical City, Riyadh, Saudi Arabia.
| | - Alyaa Elhazmi
- Internal Medicine Department, King Faisal University, Riyadh, Saudi Arabia
| | - Mohamed H Azzam
- Adult Critical Care Department, Dr. Sulaiman Alhabib Medical Group, Jeddah, Saudi Arabia
| | | | - Ahmed Labib
- Hamad Medical Corporation, Weill Cornell Medical College, Doha, Qatar
| | - Alain Combes
- INSERM, UMRS_1166-ICAN, Institute of Cardiometabolism and Nutrition, Sorbonne Université, 75013, Paris, France
- Service de Médecine Intensive-Réanimation, Institut de Cardiologie, APHP Sorbonne Université Hôpital Pitié-Salpêtrière, 75013, Paris, France
| | | | - Graeme MacLaren
- Cardiothoracic ICU, National University Hospital, Singapore, Singapore
| | - Ryan P Barbaro
- Division of Pediatric Critical Care and Susan B. Meister Child Health Evaluation and Research Center, University of Michigan, Ann Arbor, MI, USA
| | - Giles J Peek
- Congenital Heart Center, University of Florida, Gainesville, FL, USA
| | | | - Kiran Shekar
- Adult Intensive Care Services, The Prince Charles Hospital, Brisbane, QLD, Australia
- Faculty of Medicine, Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Australia
| | - Abdulrahman Al-Fares
- Department of Anesthesia, Critical Care Medicine and Pain Medicine, Ministry of Health, Kuwait City, Kuwait
- Al-Amiri Hospital Center for Respiratory and Cardiac Failure, Kuwait Extracorporeal Life Support Program, Ministry of Health, Kuwait City, Kuwait
| | - Pranay Oza
- Riddhi Vinayak Multispecialty Hospital, Mumbai, India
| | - Yatin Mehta
- Medanta Institute of Critical Care and Anesthesiology, Medanta The Medicity, Sector-38, Gurgaon, 122001, Haryana, India
| | - Huda Alfoudri
- Department of Anaesthesia, Critical Care, and Pain Management, Al-Adan Hospital Ministry of Health, Hadiya, Kuwait
| | | | - Mark Ogino
- Chief Partnership Officer, Nemours Children's Health, Delaware Valley, USA
| | - Lakshmi Raman
- Division of Paediatric Critical Care, University of Texas, Southwestern Medical Center, Dallas, TX, USA
| | - Matthew Paden
- Division of Paediatric Critical Care, Emory University, Atlanta, GA, USA
| | - Daniel Brodie
- Department of Medicine, Columbia University College of Physicians & Surgeons, and Center for Acute Respiratory Failure, New York-Presbyterian/Columbia University Medical Center, New York, USA
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23
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Bembea MM, Loftis LL, Thiagarajan RR, Young CC, McCadden TP, Newhams MM, Kucukak S, Mack EH, Fitzgerald JC, Rowan CM, Maddux AB, Kolmar AR, Irby K, Heidemann S, Schwartz SP, Kong M, Crandall H, Havlin KM, Singh AR, Schuster JE, Hall MW, Wellnitz KA, Maamari M, Gaspers MG, Nofziger RA, Lim PPC, Carroll RW, Coronado Munoz A, Bradford TT, Cullimore ML, Halasa NB, McLaughlin GE, Pannaraj PS, Cvijanovich NZ, Zinter MS, Coates BM, Horwitz SM, Hobbs CV, Dapul H, Graciano AL, Butler AD, Patel MM, Zambrano LD, Campbell AP, Randolph AG. Extracorporeal Membrane Oxygenation Characteristics and Outcomes in Children and Adolescents With COVID-19 or Multisystem Inflammatory Syndrome Admitted to U.S. ICUs. Pediatr Crit Care Med 2023; 24:356-371. [PMID: 36995097 PMCID: PMC10153593 DOI: 10.1097/pcc.0000000000003212] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
Abstract
OBJECTIVES Extracorporeal membrane oxygenation (ECMO) has been used successfully to support adults with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-related cardiac or respiratory failure refractory to conventional therapies. Comprehensive reports of children and adolescents with SARS-CoV-2-related ECMO support for conditions, including multisystem inflammatory syndrome in children (MIS-C) and acute COVID-19, are needed. DESIGN Case series of patients from the Overcoming COVID-19 public health surveillance registry. SETTING Sixty-three hospitals in 32 U.S. states reporting to the registry between March 15, 2020, and December 31, 2021. PATIENTS Patients less than 21 years admitted to the ICU meeting Centers for Disease Control criteria for MIS-C or acute COVID-19. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS The final cohort included 2,733 patients with MIS-C ( n = 1,530; 37 [2.4%] requiring ECMO) or acute COVID-19 ( n = 1,203; 71 [5.9%] requiring ECMO). ECMO patients in both groups were older than those without ECMO support (MIS-C median 15.4 vs 9.9 yr; acute COVID-19 median 15.3 vs 13.6 yr). The body mass index percentile was similar in the MIS-C ECMO versus no ECMO groups (89.9 vs 85.8; p = 0.22) but higher in the COVID-19 ECMO versus no ECMO groups (98.3 vs 96.5; p = 0.03). Patients on ECMO with MIS-C versus COVID-19 were supported more often with venoarterial ECMO (92% vs 41%) for primary cardiac indications (87% vs 23%), had ECMO initiated earlier (median 1 vs 5 d from hospitalization), shorter ECMO courses (median 3.9 vs 14 d), shorter hospital length of stay (median 20 vs 52 d), lower in-hospital mortality (27% vs 37%), and less major morbidity at discharge in survivors (new tracheostomy, oxygen or mechanical ventilation need or neurologic deficit; 0% vs 11%, 0% vs 20%, and 8% vs 15%, respectively). Most patients with MIS-C requiring ECMO support (87%) were admitted during the pre-Delta (variant B.1.617.2) period, while most patients with acute COVID-19 requiring ECMO support (70%) were admitted during the Delta variant period. CONCLUSIONS ECMO support for SARS-CoV-2-related critical illness was uncommon, but type, initiation, and duration of ECMO use in MIS-C and acute COVID-19 were markedly different. Like pre-pandemic pediatric ECMO cohorts, most patients survived to hospital discharge.
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Affiliation(s)
- Melania M Bembea
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Laura L Loftis
- Division of Critical Care Medicine, Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - Ravi R Thiagarajan
- Division of Cardiac Critical Care, Department of Cardiology, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Cameron C Young
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston, MA
| | - Timothy P McCadden
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston, MA
| | - Margaret M Newhams
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston, MA
| | - Suden Kucukak
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston, MA
| | - Elizabeth H Mack
- Division of Pediatric Critical Care Medicine, Medical University of South Carolina, Charleston, SC
| | - Julie C Fitzgerald
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Courtney M Rowan
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Indiana University School of Medicine, Riley Hospital for Children, Indianapolis, IN
| | - Aline B Maddux
- Department of Pediatrics, Section of Critical Care Medicine, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, CO
| | - Amanda R Kolmar
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO
| | - Katherine Irby
- Section of Pediatric Critical Care, Department of Pediatrics, Arkansas Children's Hospital, Little Rock, AR
| | - Sabrina Heidemann
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Central Michigan University, Detroit, MI
| | - Stephanie P Schwartz
- Department of Pediatrics, University of North Carolina at Chapel Hill Children's Hospital, Chapel Hill, NC
| | - Michele Kong
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL
| | - Hillary Crandall
- Division of Pediatric Critical Care, Department of Pediatrics, University of Utah and Primary Children's Hospital, Salt Lake City, UT
| | - Kevin M Havlin
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, University of Louisville, and Norton Children's Hospital, Louisville, KY
| | - Aalok R Singh
- Pediatric Critical Care Division, Maria Fareri Children's Hospital at Westchester Medical Center and New York Medical College, Valhalla, NY
| | - Jennifer E Schuster
- Division of Pediatric Infectious Disease, Department of Pediatrics, Children's Mercy Kansas City, Kansas City, MO
| | - Mark W Hall
- Division of Critical Care Medicine, Department of Pediatrics, Nationwide Children's Hospital, Columbus, OH
| | - Kari A Wellnitz
- Division of Pediatric Critical Care, Stead Family Department of Pediatrics, University of Iowa Carver College of Medicine, Iowa City, IA
| | - Mia Maamari
- Department of Pediatrics, Division of Critical Care Medicine, University of Texas Southwestern, Children's Health Medical Center, Dallas, TX
| | - Mary G Gaspers
- Department of Pediatrics and Banner Children's at Diamond Children's Medical Center, University of Arizona, Tucson, AZ
| | - Ryan A Nofziger
- Division of Critical Care Medicine, Department of Pediatrics, Akron Children's Hospital, Akron, OH
| | - Peter Paul C Lim
- Division of Pediatric Critical Care Medicine, Rainbow Babies and Children's Hospital, Cleveland, OH
| | - Ryan W Carroll
- Division of Pediatric Critical Care Medicine, MassGeneral Hospital for Children, Harvard Medical School, Boston, MA
| | - Alvaro Coronado Munoz
- Pediatric Critical Care Division, Department of Pediatrics, University of Texas Health Science Center at Houston, Houston, TX
| | - Tamara T Bradford
- Division of Cardiology, Department of Pediatrics, Louisiana State University Health Sciences Center and Children's Hospital of New Orleans, New Orleans, LA
| | - Melissa L Cullimore
- Division of Pediatric Critical Care, Department of Pediatrics, Children's Hospital and Medical Center, Omaha, NE
| | - Natasha B Halasa
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN
| | - Gwenn E McLaughlin
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Miami Miller School of Medicine, Miami, FL
| | - Pia S Pannaraj
- Division of Infectious Diseases, Children's Hospital Los Angeles and Departments of Pediatrics and Molecular Microbiology and Immunology, University of Southern California, Los Angeles, CA
| | - Natalie Z Cvijanovich
- Division of Critical Care Medicine, UCSF Benioff Children's Hospital Oakland, Oakland, CA
| | - Matt S Zinter
- Department of Pediatrics, Divisions of Critical Care Medicine and Allergy, Immunology, and Bone Marrow Transplant, University of California San Francisco, San Francisco, CA
| | - Bria M Coates
- Division of Critical Care Medicine, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
| | - Steven M Horwitz
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
| | - Charlotte V Hobbs
- Department of Pediatrics, Division of Infectious Diseases, University of Mississippi Medical Center, Jackson, MS
| | - Heda Dapul
- Department of Pediatrics, Division of Infectious Diseases, New York University Grossman School of Medicine and Hassenfeld Children's Hospital, New York, NY
| | - Ana Lia Graciano
- Department of Pediatrics, Division of Critical Care Medicine, University of Maryland School of Medicine, Baltimore, MD
| | - Andrew D Butler
- Division of Pediatric Critical Care, St. Christopher's Hospital for Children, Philadelphia, PA
| | - Manish M Patel
- COVID-19 Response, Centers for Disease Control and Prevention, Atlanta, GA
| | - Laura D Zambrano
- COVID-19 Response, Centers for Disease Control and Prevention, Atlanta, GA
| | - Angela P Campbell
- COVID-19 Response, Centers for Disease Control and Prevention, Atlanta, GA
| | - Adrienne G Randolph
- Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston, MA
- Departments of Anesthesia and Pediatrics, Harvard Medical School, Boston, MA
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24
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Watanabe A, Yasuhara J, Karube T, Watanabe K, Shirasu T, Takagi H, Sumitomo N, Lee S, Kuno T. Extracorporeal Membrane Oxygenation in Children With COVID-19: A Systematic Review and Meta-Analysis. Pediatr Crit Care Med 2023; 24:406-416. [PMID: 36516348 PMCID: PMC10153595 DOI: 10.1097/pcc.0000000000003113] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
OBJECTIVES The indication, complications, and outcomes of extracorporeal membrane oxygenation (ECMO) in children with COVID-19-related illnesses remain unelucidated. Our study aimed to investigate the characteristics and outcomes of ECMO in children with COVID-19-related illnesses. DATA SOURCES We searched PubMed and EMBASE databases in March 2022. STUDY SELECTION We retrieved all studies involving children (age ≤ 18 yr) with COVID-19-related illnesses who received ECMO. DATA EXTRACTION Two authors independently extracted data and assessed the risk of bias. Mortality, successful weaning rate, and complications while on ECMO were synthesized by a one-group meta-analysis using a random-effect model. Meta-regression was performed to explore the risk factors for mortality. DATA SYNTHESIS We included 18 observational studies, four case series, and 22 case reports involving 110 children with COVID-19-related illnesses receiving ECMO. The median age was 8 years (range, 10 d to 18 yr), and the median body mass index was 21.4 kg/m 2 (range, 12.3-56.0 kg/m 2 ). The most common comorbidities were obesity (11% [7/63]) and congenital heart disease (11% [7/63]), whereas 48% (30/63) were previously healthy. The most common indications for ECMO were multisystem inflammatory syndrome in children (52% [47/90]) and severe acute respiratory distress syndrome (40% [36/90]). Seventy-one percent (56/79) received venoarterial-ECMO. The median ECMO runtime was 6 days (range, 3-51 d) for venoarterial ECMO and 11 days (range, 3-71 d) for venovenous ECMO. The mortality was 26.6% (95% CI, 15.9-40.9), and the successful weaning rate was 77.0% (95% CI, 55.4-90.1). Complications were seen in 37.0% (95% CI, 23.1-53.5) while on ECMO, including stroke, acute kidney injury, pulmonary edema, and thromboembolism. Corticosteroids and IV immunoglobulin therapies were associated with lower mortality. CONCLUSIONS The mortality of children on ECMO for COVID-19 was relatively low. This invasive treatment can be considered as a treatment option for critically ill children with COVID-19.
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Affiliation(s)
- Atsuyuki Watanabe
- Division of Hospital Medicine, University of Tsukuba Hospital, Tsukuba, Ibaraki, Japan
| | - Jun Yasuhara
- Center for Cardiovascular Research, The Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, OH
- The Heart Center, Nationwide Children's Hospital, Columbus, OH
| | - Takaharu Karube
- Division of Pediatric Cardiology, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Kae Watanabe
- Department of Surgery and Division of Vascular and Endovascular Surgery, School of Medicine, University of Virginia, Charlottesville, VA
| | - Takuro Shirasu
- Division of Cardiovascular Surgery, Shizuoka Medical Center, Shizuoka, Japan
| | - Hisato Takagi
- Department of Pediatric Cardiology, Saitama Medical University International Medical Center, Saitama, Japan
| | - Naokata Sumitomo
- Department of Pediatric Cardiology, Saitama Medical University International Medical Center, Saitama, Japan
| | - Simon Lee
- The Heart Center, Nationwide Children's Hospital, Columbus, OH
| | - Toshiki Kuno
- Division of Cardiology, Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY
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MacLaren G, Barbaro RP, Nardo MD. Outcomes After Extracorporeal Membrane Oxygenation in Children With COVID-19. Pediatr Crit Care Med 2023; 24:430-432. [PMID: 37140336 PMCID: PMC10162398 DOI: 10.1097/pcc.0000000000003142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Affiliation(s)
- Graeme MacLaren
- Cardiothoracic Intensive Care Unit, National University Health System, Singapore
| | - Ryan P Barbaro
- Division of Pediatric Critical Care, Department of Pediatrics, C.S. Mott Children’s Hospital, Ann Arbor, MI, USA
- Child Health Evaluation and Research (CHEAR) Center, University of Michigan, Ann Arbor, MI, USA
| | - Matteo Di Nardo
- Pediatric Intensive Care Unit, Bambino Gesù Hospital, IRCCS, Rome, Italy
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Kilgallon KB, Remy KE. Tickle Me ECMO…Differences and Outcomes Unearthed for Kids Requiring Extracorporeal Membrane Oxygenation in Severe Acute Respiratory Syndrome Coronavirus 2-Associated Disease. Pediatr Crit Care Med 2023; 24:419-422. [PMID: 37140332 PMCID: PMC10358368 DOI: 10.1097/pcc.0000000000003225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Affiliation(s)
- Kevin B. Kilgallon
- Department of Pediatrics, Case Western University School of Medicine, Rainbow Babies and Children’s Hospital, Cleveland, OH
| | - Kenneth E. Remy
- Department of Pediatrics, Case Western University School of Medicine, Rainbow Babies and Children’s Hospital, Cleveland, OH
- Department of Medicine, Case Western University School of Medicine, University Hospitals of Cleveland, Cleveland, OH
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Priem S, Jonckheer J, De Waele E, Stiens J. Indirect Calorimetry in Spontaneously Breathing, Mechanically Ventilated and Extracorporeally Oxygenated Patients: An Engineering Review. SENSORS (BASEL, SWITZERLAND) 2023; 23:4143. [PMID: 37112483 PMCID: PMC10144739 DOI: 10.3390/s23084143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 04/15/2023] [Accepted: 04/18/2023] [Indexed: 06/19/2023]
Abstract
Indirect calorimetry (IC) is considered the gold standard for measuring resting energy expenditure (REE). This review presents an overview of the different techniques to assess REE with special regard to the use of IC in critically ill patients on extracorporeal membrane oxygenation (ECMO), as well as to the sensors used in commercially available indirect calorimeters. The theoretical and technical aspects of IC in spontaneously breathing subjects and critically ill patients on mechanical ventilation and/or ECMO are covered and a critical review and comparison of the different techniques and sensors is provided. This review also aims to accurately present the physical quantities and mathematical concepts regarding IC to reduce errors and promote consistency in further research. By studying IC on ECMO from an engineering point of view rather than a medical point of view, new problem definitions come into play to further advance these techniques.
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Affiliation(s)
- Sebastiaan Priem
- Department of Electronics and Informatics (ETRO), Vrije Universiteit Brussel, Pleinlaan, 1050 Brussels, Belgium
| | - Joop Jonckheer
- Department of Intensive Care, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Laarbeeklaan, 1090 Brussels, Belgium
| | - Elisabeth De Waele
- Department of Intensive Care, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Laarbeeklaan, 1090 Brussels, Belgium
- Department of Nutrition, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Laarbeeklaan, 1090 Brussels, Belgium
| | - Johan Stiens
- Department of Electronics and Informatics (ETRO), Vrije Universiteit Brussel, Pleinlaan, 1050 Brussels, Belgium
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28
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Xue B, Shah N, Yang H, Kannampallil T, Payne PRO, Lu C, Said AS. Multi-horizon predictive models for guiding extracorporeal resource allocation in critically ill COVID-19 patients. J Am Med Inform Assoc 2023; 30:656-667. [PMID: 36575995 PMCID: PMC10018267 DOI: 10.1093/jamia/ocac256] [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: 07/14/2022] [Revised: 12/07/2022] [Accepted: 12/27/2022] [Indexed: 12/29/2022] Open
Abstract
OBJECTIVE Extracorporeal membrane oxygenation (ECMO) resource allocation tools are currently lacking. We developed machine learning (ML) models for predicting COVID-19 patients at risk of receiving ECMO to guide patient triage and resource allocation. MATERIAL AND METHODS We included COVID-19 patients admitted to intensive care units for >24 h from March 2020 to October 2021, divided into training and testing development and testing-only holdout cohorts. We developed ECMO deployment timely prediction model ForecastECMO using Gradient Boosting Tree (GBT), with pre-ECMO prediction horizons from 0 to 48 h, compared to PaO2/FiO2 ratio, Sequential Organ Failure Assessment score, PREdiction of Survival on ECMO Therapy score, logistic regression, and 30 pre-selected clinical variables GBT Clinical GBT models, with area under the receiver operator curve (AUROC) and precision recall curve (AUPRC) metrics. RESULTS ECMO prevalence was 2.89% and 1.73% in development and holdout cohorts. ForecastECMO had the best performance in both cohorts. At the 18-h prediction horizon, a potentially clinically actionable pre-ECMO window, ForecastECMO, had the highest AUROC (0.94 and 0.95) and AUPRC (0.54 and 0.37) in development and holdout cohorts in identifying ECMO patients without data 18 h prior to ECMO. DISCUSSION AND CONCLUSIONS We developed a multi-horizon model, ForecastECMO, with high performance in identifying patients receiving ECMO at various prediction horizons. This model has potential to be used as early alert tool to guide ECMO resource allocation for COVID-19 patients. Future prospective multicenter validation would provide evidence for generalizability and real-world application of such models to improve patient outcomes.
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Affiliation(s)
- Bing Xue
- Department of Computer Science & Engineering, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Neel Shah
- Department of Pediatrics, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Hanqing Yang
- Department of Computer Science & Engineering, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Thomas Kannampallil
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, Missouri, USA
- Institute of Informatics, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Philip Richard Orrin Payne
- Institute of Informatics, Washington University in St. Louis, St. Louis, Missouri, USA
- Department of Medicine, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Chenyang Lu
- Department of Computer Science & Engineering, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Ahmed Sameh Said
- Department of Pediatrics, Washington University in St. Louis, St. Louis, Missouri, USA
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Morris IS, Taylor H, Fleet D, Y Lai F, Charlton M, Tang JW. Outcome of patients receiving V-V ECMO for SARS-CoV-2 severe acute respiratory failure. Pulmonology 2023; 29:240-243. [PMID: 36717294 PMCID: PMC9837222 DOI: 10.1016/j.pulmoe.2023.01.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 12/21/2022] [Accepted: 01/05/2023] [Indexed: 01/14/2023] Open
Affiliation(s)
- I S Morris
- Glenfield Adult Intensive Care Unit, University Hospitals of Leicester NHS trust, UK; Interdepartmental Division of Critical Care Medicine, University of Toronto. Toronto, Canada; Department of Intensive Care Medicine, Nepean Hospital. New South Wales, Australia
| | - H Taylor
- Kettering General Hospital NHS Foundation Trust, UK
| | - D Fleet
- Glenfield Adult Intensive Care Unit, University Hospitals of Leicester NHS trust, UK; Adult Intensive Care Unit, Royal Derby Hospital, UK
| | - F Y Lai
- Cardiovascular Sciences, University of Leicester, Leicester, UK
| | - M Charlton
- Glenfield Adult Intensive Care Unit, University Hospitals of Leicester NHS trust, UK
| | - J W Tang
- Clinical Microbiology, University Hospitals of Leicester NHS trust, UK; Respiratory Sciences, University of Leicester, Leicester, UK.
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The Use of ECMO for COVID-19: Lessons Learned. Clin Chest Med 2022; 44:335-346. [PMID: 37085223 PMCID: PMC9705197 DOI: 10.1016/j.ccm.2022.11.016] [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: 12/03/2022]
Abstract
The coronavirus disease 2019 (COVID-19) pandemic has seen an increase in global cases of severe acute respiratory distress syndrome (ARDS), with a concomitant increased demand for extracorporeal membrane oxygenation (ECMO). Outcomes of patients with severe ARDS due to COVID-19 infection receiving ECMO support are evolving. The need for surge capacity, practical and ethical limitations on implementing ECMO, and the prolonged duration of ECMO support in patients with COVID-19-related ARDS has revealed limitations in organization and resource utilization. Coordination of efforts at multiple levels, from research to implementation, resulted in numerous innovations in the delivery of ECMO.
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ECMO bei COVID-19: Neue Metaanalyse zeigt ansteigende Sterblichkeitsrate. Pneumologie 2022. [DOI: 10.1055/a-1863-9185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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COVID-19-Related ARDS: Key Mechanistic Features and Treatments. J Clin Med 2022; 11:jcm11164896. [PMID: 36013135 PMCID: PMC9410336 DOI: 10.3390/jcm11164896] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 08/16/2022] [Accepted: 08/17/2022] [Indexed: 12/15/2022] Open
Abstract
Acute respiratory distress syndrome (ARDS) is a heterogeneous syndrome historically characterized by the presence of severe hypoxemia, high-permeability pulmonary edema manifesting as diffuse alveolar infiltrate on chest radiograph, and reduced compliance of the integrated respiratory system as a result of widespread compressive atelectasis and fluid-filled alveoli. Coronavirus disease 19 (COVID-19)-associated ARDS (C-ARDS) is a novel etiology caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that may present with distinct clinical features as a result of the viral pathobiology unique to SARS-CoV-2. In particular, severe injury to the pulmonary vascular endothelium, accompanied by the presence of diffuse microthrombi in the pulmonary microcirculation, can lead to a clinical presentation in which the severity of impaired gas exchange becomes uncoupled from lung capacity and respiratory mechanics. The purpose of this review is to highlight the key mechanistic features of C-ARDS and to discuss the implications these features have on its treatment. In some patients with C-ARDS, rigid adherence to guidelines derived from clinical trials in the pre-COVID era may not be appropriate.
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