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Cobeta P, Gomis A, Claver S, Encuentra M, Rubin S, Salvador E, Segura P, Tenorio MT, Pestaña D. Extracorporeal CO 2 removal in severe respiratory acidotic intubated patients: A seven year experience observational study. Respir Med 2025; 240:108011. [PMID: 39999938 DOI: 10.1016/j.rmed.2025.108011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2024] [Revised: 02/19/2025] [Accepted: 02/22/2025] [Indexed: 02/27/2025]
Abstract
Severe hypercapnia increases the risk of non-protective ventilation and is associated with high mortality in critically ill patients. In this study we assess the use of low-flow extracorporeal CO2 removal (ECCO2R) integrated into a renal platform and the factors related to patient outcome in a tertiary university hospital. Data from 73 patients with severe respiratory acidosis (pCO2 > 60 mmHg and Ph < 7.25 for more than 3 h) at risk for ventilator-induced lung injury (VILI), were analysed. The median duration of the therapy was 96 h (IQR 58 to 163). We observed that early use of ECCO2R (within 6h from meeting treatment criteria) was associated with a significant reduction in mortality (54.5 vs 77.5 %, p = 0.038) and a non-significant reduction in the duration of ECCO2R therapy, mechanical ventilation days, ICU length of stay and need for tracheostomy. Adverse events were found in 7 % of the patients, with no cases of major bleeding. A significant shorter mean life was observed for larger membranes (1.8 m2) in respect to 0.35 and 0.8 m2. We conclude that ECCO2R integrated into renal platforms is a feasible and safe technique in severe respiratory acidosis when there is risk for VILI.
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Affiliation(s)
- Pilar Cobeta
- Department of Anaesthesiology and Intensive Care Medicine, Ramón y Cajal University Hospital, Madrid, Spain
| | - Antonio Gomis
- Department of Nephrology, Ramón y Cajal University Hospital, Madrid, Spain
| | - Sara Claver
- Department of Anaesthesiology and Intensive Care Medicine, Ramón y Cajal University Hospital, Madrid, Spain
| | - Marta Encuentra
- Department of Anaesthesiology and Intensive Care Medicine, Ramón y Cajal University Hospital, Madrid, Spain
| | - Sofía Rubin
- Department of Anaesthesiology and Intensive Care Medicine, Ramón y Cajal University Hospital, Madrid, Spain
| | - Elisa Salvador
- Department of Anaesthesiology and Intensive Care Medicine, Ramón y Cajal University Hospital, Madrid, Spain
| | - Paula Segura
- Department of Anaesthesiology and Intensive Care Medicine, Ramón y Cajal University Hospital, Madrid, Spain
| | - María T Tenorio
- Department of Nephrology, Ramón y Cajal University Hospital, Madrid, Spain
| | - David Pestaña
- Department of Anaesthesiology and Intensive Care Medicine, Ramón y Cajal University Hospital, Madrid, Spain; University Alcalá de Henares, Spain.
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2
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Maia IS, Cavalcanti AB, Tramujas L, Veiga VC, Oliveira JS, Sady ERR, Barbante LG, Nicola ML, Gurgel RM, Damiani LP, Negrelli KL, Miranda TA, Laranjeira LN, Tomazzini B, Zandonai C, Pincelli MP, Westphal GA, Fernandes RP, Figueiredo R, Sartori Bustamante CL, Norbin LF, Boschi E, Lessa R, Romano MP, Miura MC, Soares de Alencar Filho M, Cés de Souza Dantas V, Barreto PA, Hernandes ME, Grion C, Laranjeira AS, Mezzaroba AL, Bahl M, Starke AC, Biondi R, Dal-Pizzol F, Caser E, Thompson MM, Padial AA, Leite RT, Araújo G, Guimarães M, Aquino P, Lacerda F, Hoffmann Filho CR, Melro L, Pacheco E, Ospina-Táscon G, Ferreira JC, Calado Freires FJ, Machado FR, Zampieri FG. Effect of a driving pressure-limiting strategy for patients with acute respiratory distress syndrome secondary to community-acquired pneumonia: the STAMINA randomised clinical trial. Br J Anaesth 2025; 134:693-702. [PMID: 39592365 PMCID: PMC11867071 DOI: 10.1016/j.bja.2024.10.012] [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: 09/13/2024] [Revised: 10/22/2024] [Accepted: 10/22/2024] [Indexed: 11/28/2024] Open
Abstract
BACKGROUND This study aimed to assess whether a driving pressure-limiting strategy based on positive end-expiratory pressure (PEEP) titration according to best respiratory system compliance and tidal volume adjustment increases the number of ventilator-free days within 28 days in patients with moderate to severe acute respiratory distress syndrome (ARDS). METHODS This is a multi-centre, randomised trial, enrolling adults with moderate to severe ARDS secondary to community-acquired pneumonia. Patients were randomised to a driving pressure-limiting strategy or low PEEP strategy based on a PEEP:FiO2 table. All patients received volume assist-control mode until day 3 or when considered ready for spontaneous modes of ventilation. The primary outcome was ventilator-free days within 28 days. Secondary outcomes were in-hospital and intensive care unit mortality at 90 days. RESULTS The trial was stopped because of recruitment fatigue after 214 patients were randomised. In total, 198 patients (n=96 intervention group, n=102 control group) were available for analysis (median age 63 yr, [interquartile range 47-73 yr]; 36% were women). The mean difference in driving pressure up to day 3 between the intervention and control groups was -0.7 cm H2O (95% confidence interval -1.4 to -0.1 cm H2O). Mean ventilator-free days were 6 (sd 9) in the driving pressure-limiting strategy group and 7 (9) in the control group (proportional odds ratio 0.72, 95% confidence interval 0.39-1.32; P=0.28). There were no significant differences regarding secondary outcomes. CONCLUSIONS In patients with moderate to severe ARDS secondary to community-acquired pneumonia, a driving pressure-limiting strategy did not increase the number of ventilator-free days compared with a standard low PEEP strategy within 28 days. CLINICAL TRIAL REGISTRATION NCT04972318.
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Affiliation(s)
- Israel Silva Maia
- Instituto de Pesquisa Hcor, São Paulo, Brazil; Divisão de Anestesiologia, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil; Hospital Nereu Ramos, Florianópolis, Brazil; Brazilian Research in Intensive Care Network (BRICNet), São Paulo, Brazil
| | - Alexandre Biasi Cavalcanti
- Instituto de Pesquisa Hcor, São Paulo, Brazil; Divisão de Anestesiologia, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil; Brazilian Research in Intensive Care Network (BRICNet), São Paulo, Brazil
| | | | - Viviane Cordeiro Veiga
- Brazilian Research in Intensive Care Network (BRICNet), São Paulo, Brazil; BP-A Beneficência Portuguesa de São Paulo, São Paulo, Brazil
| | | | | | | | | | | | | | | | | | | | - Bruno Tomazzini
- Instituto de Pesquisa Hcor, São Paulo, Brazil; Brazilian Research in Intensive Care Network (BRICNet), São Paulo, Brazil
| | | | | | - Glauco Adrieno Westphal
- Brazilian Research in Intensive Care Network (BRICNet), São Paulo, Brazil; Centro Hospitalar Unimed Joinville, Joinville, Brazil
| | | | - Rodrigo Figueiredo
- Hospital e Maternidade São José, Colatina, Brazil; Linhares Medical Centre, Linhares, Brazil
| | | | | | | | - Rafael Lessa
- Hospital Geral de Caxias do Sul, Caxias do Sul, Brazil
| | | | | | | | | | | | | | - Cintia Grion
- Hospital Universitário da Universidade Estadual de Londrina, Londrina, Brazil; Hospital Araucária de Londrina, Londrina, Brazil
| | | | | | - Marina Bahl
- Hospital Universitário da Universidade Federal de Santa Catarina, Florianópolis, Brazil
| | - Ana Carolina Starke
- Hospital Universitário da Universidade Federal de Santa Catarina, Florianópolis, Brazil
| | - Rodrigo Biondi
- Brazilian Research in Intensive Care Network (BRICNet), São Paulo, Brazil; Hospital Brasília, Brasília, Brazil
| | - Felipe Dal-Pizzol
- Brazilian Research in Intensive Care Network (BRICNet), São Paulo, Brazil; Hospital São José, Criciúma, Brazil
| | | | | | | | | | | | | | | | | | | | | | | | | | - Juliana Carvalho Ferreira
- Brazilian Research in Intensive Care Network (BRICNet), São Paulo, Brazil; Divisão de Pneumologia, Instituto do Coração, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | | | - Flávia Ribeiro Machado
- Divisão de Anestesiologia, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil; Brazilian Research in Intensive Care Network (BRICNet), São Paulo, Brazil; Departamento de Anestesiologia, Dor e Medicina Intensiva, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Fernando Godinho Zampieri
- Instituto de Pesquisa Hcor, São Paulo, Brazil; Brazilian Research in Intensive Care Network (BRICNet), São Paulo, Brazil; Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta, and Alberta Health Service, Edmonton, AB, Canada.
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3
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Smit MR, Reddy K, Munshi L, Bos LDJ. Toward Precision Medicine in Respiratory Failure. Crit Care Med 2025; 53:e656-e664. [PMID: 39728511 DOI: 10.1097/ccm.0000000000006559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2024]
Affiliation(s)
- Marry R Smit
- Department of Intensive Care, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Kiran Reddy
- Intensive Care, Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
| | - Laveena Munshi
- Interdepartmental Division of Critical Care Medicine, Sinai Health System, University of Toronto, Toronto, ON, Canada
| | - Lieuwe D J Bos
- Department of Intensive Care, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
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4
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Selby JV, Maas CCHM, Fireman BH, Kent DM. Potential clinical impact of predictive modeling of heterogeneous treatment effects: scoping review of the impact of the PATH Statement. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2024.05.06.24306774. [PMID: 38766150 PMCID: PMC11100853 DOI: 10.1101/2024.05.06.24306774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
Background The PATH Statement (2020) proposed predictive modeling for examining heterogeneity in treatment effects (HTE) in randomized clinical trials (RCTs). It distinguished risk modeling, which develops a multivariable model predicting individual baseline risk of study outcomes and examines treatment effects across risk strata, from effect modeling, which directly estimates individual treatment effects from models that include treatment, multiple patient characteristics and interactions of treatment with selected characteristics. Purpose To identify, describe and evaluate findings from reports that cite the Statement and present predictive modeling of HTE in RCTs. Data Extraction We identified reports using PubMed, Google Scholar, Web of Science, SCOPUS through July 5, 2024. Using double review with adjudication, we assessed consistency with Statement recommendations, credibility of HTE findings (applying criteria adapted from the Instrument to assess Credibility of Effect Modification Analyses (ICEMAN)), and clinical importance of credible findings. Results We identified 65 reports (presenting 31 risk models, 41 effect models). Contrary to Statement recommendations, only 25 of 48 studies with positive overall findings included a risk model; most effect models included multiple predictors with little prior evidence for HTE. Claims of HTE were noted in 23 risk modeling and 31 effect modeling reports, but risk modeling met credibility criteria more frequently (87 vs 32 percent). For effect models, external validation of HTE findings was critical in establishing credibility. Credible HTE from either approach was usually judged clinically important (24 of 30). In 19 reports from trials suggesting overall treatment benefits, modeling identified subgroups of 5-67% of patients predicted to experience no benefit or net treatment harm. In five that found no overall benefit, subgroups of 25-60% of patients were nevertheless predicted to benefit. Conclusions Multivariable predictive modeling identified credible, clinically important HTE in one third of 65 reports. Risk modeling found credible HTE more frequently; effect modeling analyses were usually exploratory, but external validation served to increase credibility.
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Affiliation(s)
- Joe V Selby
- Division of Research, Kaiser Permanente Northern California, Oakland, CA (emeritus)
| | - Carolien C H M Maas
- Tufts Predictive Analytics and Comparative Effectiveness Center, Tufts University School of Medicine, Boston MA
- Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Bruce H Fireman
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - David M Kent
- Tufts Predictive Analytics and Comparative Effectiveness Center, Tufts University School of Medicine, Boston MA
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5
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Greendyk R, Goligher EC, Slutsky AS. Gattinoni's Legacy: Personalizing ARDS Management Through Physiology. Intensive Care Med 2025; 51:137-139. [PMID: 39714615 DOI: 10.1007/s00134-024-07760-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2024] [Accepted: 12/09/2024] [Indexed: 12/24/2024]
Affiliation(s)
- Richard Greendyk
- Department of Medicine, Division of Respirology, University Health Network, Toronto, Canada
- Toronto General Hospital Research Institute, Toronto, Canada
- Division of Pulmonary, Allergy, and Critical Care Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Ewan C Goligher
- Department of Medicine, Division of Respirology, University Health Network, Toronto, Canada
- Toronto General Hospital Research Institute, Toronto, Canada
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Canada
- Department of Physiology, University of Toronto, Toronto, Canada
| | - Arthur S Slutsky
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Canada.
- Keenan Centre for Biomedical Research, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada.
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6
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Angriman F, Momenzade N, Adhikari NKJ, Mouncey PR, Asfar P, Yarnell CJ, Ong SWX, Pinto R, Doidge JC, Shankar-Hari M, Harhay MO, Masse MH, Harrison DA, Rowan KM, Li F, Carter F, Camirand-Lemyre F, Lamontagne F. Blood Pressure Targets for Adults with Vasodilatory Shock - An Individual Patient Data Meta-Analysis. NEJM EVIDENCE 2025; 4:EVIDoa2400359. [PMID: 39556565 DOI: 10.1056/evidoa2400359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2024]
Abstract
BACKGROUND We sought to estimate whether a lower mean arterial blood pressure target, compared with a higher mean arterial blood pressure target, reduced 90-day all-cause mortality among critically ill adult patients with vasodilatory shock. METHODS We conducted an individual patient data meta-analysis of randomized controlled trials that evaluated the effect of distinct thresholds of mean arterial blood pressure to guide vasopressor support among critically ill adults identified in a systematic literature search. The main exposure was a lower mean arterial pressure target compared with a higher mean arterial pressure target (including usual care). The primary outcome was 90-day all-cause mortality. We used a Bayesian random effects log-binomial model to estimate risk ratios with 95% credible intervals (CrIs). RESULTS Between 2010 and 2019, 3352 patients were randomly assigned in three trials (SEPSISPAM, OVATION pilot trial, and 65-Trial) across 103 hospitals from the United Kingdom, France, and Canada. When compared with a higher mean arterial blood pressure target or usual care, the risk ratio for 90-day all-cause mortality associated with a lower blood pressure target was 0.93 (95% CrI, 0.76 to 1.07; low certainty, posterior probability of benefit 87%). Results were consistent across multiple secondary and sensitivity analyses, including adjustment for prognostically important baseline covariates and alternative modeling techniques. Multiple approaches to evaluate the heterogeneity of treatment effect did not identify any subgroups that may potentially benefit from higher mean arterial blood pressure targets. CONCLUSIONS Targeting a lower mean arterial blood pressure for vasopressor therapy in critically ill patients with vasodilatory shock possibly reduced 90-day all-cause mortality. However, the certainty of evidence is low, and this analysis does not exclude the possibility that lower targets may cause harm overall.
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Affiliation(s)
- Federico Angriman
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto
- Interdepartmental Division of Critical Care Medicine, University of Toronto
- Department of Medicine, University of Toronto
| | - Neda Momenzade
- Department of Mathematics, Université de Sherbrooke, QC, Canada
| | - Neill K J Adhikari
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto
- Interdepartmental Division of Critical Care Medicine, University of Toronto
| | - Paul R Mouncey
- Clinical Trials Unit, Intensive Care National Audit and Research Centre, London
| | - Pierre Asfar
- Service de Médecine Intensive Réanimation, CHU Angers, Angers, France
| | - Christopher J Yarnell
- Interdepartmental Division of Critical Care Medicine, University of Toronto
- Department of Critical Care Medicine, Scarborough Health Network, Toronto
| | - Sean Wei Xiang Ong
- National Centre for Infectious Diseases, Singapore
- Department of Infectious Diseases, Tan Tock Seng Hospital, Singapore
- Institute for Health Policy, Management and Evaluation, University of Toronto
| | - Ruxandra Pinto
- Interdepartmental Division of Critical Care Medicine, University of Toronto
| | - James C Doidge
- Intensive Care National Audit and Research Centre, London
- Department of Medical Statistics, London School of Hygiene & Tropical Medicine, London
| | - Manu Shankar-Hari
- Institute for Regeneration and Repair, Centre for Inflammation Research, University of Edinburgh
- Department of Intensive Care Medicine, Royal Infirmary of Edinburgh
| | - Michael O Harhay
- Palliative and Advanced Illness Research (PAIR) Center, University of Pennsylvania, Philadelphia
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia
| | - Marie-Hélène Masse
- Research Centre of the Centre Hospitalier Universitaire de Sherbrooke, QC, Canada
| | - David A Harrison
- Clinical Trials Unit, Intensive Care National Audit and Research Centre, London
| | - Kathryn M Rowan
- Clinical Trials Unit, Intensive Care National Audit and Research Centre, London
| | - Fan Li
- Department of Biostatistics, Yale University School of Public Health, New Haven, CT
| | - Francis Carter
- Medicine and Health Sciences Faculty, Université de Sherbrooke, QC, Canada
| | | | - François Lamontagne
- Research Centre of the Centre Hospitalier Universitaire de Sherbrooke, QC, Canada
- Department of Medicine, Université de Sherbrooke, QC, Canada
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7
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Monet C, Renault T, Aarab Y, Pensier J, Prades A, Lakbar I, Le Bihan C, Capdevila M, De Jong A, Molinari N, Jaber S. Feasibility and safety of ultra-low volume ventilation (≤ 3 ml/kg) combined with extra corporeal carbon dioxide removal (ECCO 2R) in acute respiratory failure patients. Crit Care 2024; 28:433. [PMID: 39731126 PMCID: PMC11674201 DOI: 10.1186/s13054-024-05168-8] [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: 09/26/2024] [Accepted: 11/11/2024] [Indexed: 12/29/2024] Open
Abstract
BACKGROUND Ultra-protective ventilation is the combination of low airway pressures and tidal volume (Vt) combined with extra corporeal carbon dioxide removal (ECCO2R). A recent large study showed no benefit of ultra-protective ventilation compared to standard ventilation in ARDS (Acute Respiratory Distress Syndrome) patients. However, the reduction in Vt failed to achieve the objective of less than or equal to 3 ml/kg predicted body weight (PBW). The main objective of our study was to assess the feasibility of the ultra-low volume ventilation (Vt ≤ 3 ml/kg PBW) facilitated by ECCO2R in acute respiratory failure patients. METHODS Retrospective analysis of a prospective cohort of patients with either high or low blood flow veno-venous ECCO2R devices. A session was defined as a treatment of ECCO2R from the start to the removal of the device (one patient could have one more than one session). Primary endpoint was the proportion of sessions during which a Vt less or equal to 3 ml/kg PBW at 24 h after the start of ECCO2R was successfully achieved for at least 12 h. Secondary endpoints were respiratory variables, rate of adverse events and outcomes. RESULTS Forty-five ECCO2R sessions were recorded among 41 patients. Ultra-low volume ventilation (tidal volume ≤ 3 ml/kg PBW, success group) was successfully achieved at 24 h in 40.0% sessions (18 out of 45 sessions, confidence interval 25.3-54.6%). At 24 h, tidal volume in the failure group was 4.1 [3.8-4.5] ml/kg PBW compared to 2.1 [1.9-2.5] in the success group (p < 0.001). After multivariate analysis, blood flow rate was significantly associated with success of ultra-low volume ventilation (adjusted OR per 100 ml/min increase 1.51 (95%CI 1.21-1.90, p = 0.0003). CONCLUSION Ultra-low volume ventilation (≤ 3 ml/kg PBW) was feasible in 18 out of 45 sessions. Higher blood flow rates were associated with the success of ultra-low volume ventilation.
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Affiliation(s)
- Clément Monet
- Department of Anesthesia and Intensive Care Unit, Regional University Hospital of Montpellier, St-Eloi Hospital, PhyMedExp, INSERM U1046, CNRS UMR, University of Montpellier, 9214, Montpellier Cedex 5, France
- PhyMedExp, INSERM U1046, CNRS UMR, University of Montpellier, 9214, Montpellier, France
| | - Thomas Renault
- Department of Anesthesia and Intensive Care Unit, Regional University Hospital of Montpellier, St-Eloi Hospital, PhyMedExp, INSERM U1046, CNRS UMR, University of Montpellier, 9214, Montpellier Cedex 5, France
| | - Yassir Aarab
- Department of Anesthesia and Intensive Care Unit, Regional University Hospital of Montpellier, St-Eloi Hospital, PhyMedExp, INSERM U1046, CNRS UMR, University of Montpellier, 9214, Montpellier Cedex 5, France
- PhyMedExp, INSERM U1046, CNRS UMR, University of Montpellier, 9214, Montpellier, France
| | - Joris Pensier
- Department of Anesthesia and Intensive Care Unit, Regional University Hospital of Montpellier, St-Eloi Hospital, PhyMedExp, INSERM U1046, CNRS UMR, University of Montpellier, 9214, Montpellier Cedex 5, France
- PhyMedExp, INSERM U1046, CNRS UMR, University of Montpellier, 9214, Montpellier, France
| | - Albert Prades
- Department of Anesthesia and Intensive Care Unit, Regional University Hospital of Montpellier, St-Eloi Hospital, PhyMedExp, INSERM U1046, CNRS UMR, University of Montpellier, 9214, Montpellier Cedex 5, France
| | - Ines Lakbar
- Department of Anesthesia and Intensive Care Unit, Regional University Hospital of Montpellier, St-Eloi Hospital, PhyMedExp, INSERM U1046, CNRS UMR, University of Montpellier, 9214, Montpellier Cedex 5, France
- PhyMedExp, INSERM U1046, CNRS UMR, University of Montpellier, 9214, Montpellier, France
| | - Clément Le Bihan
- Department of Anesthesia and Intensive Care Unit, Regional University Hospital of Montpellier, St-Eloi Hospital, PhyMedExp, INSERM U1046, CNRS UMR, University of Montpellier, 9214, Montpellier Cedex 5, France
| | - Mathieu Capdevila
- Department of Anesthesia and Intensive Care Unit, Regional University Hospital of Montpellier, St-Eloi Hospital, PhyMedExp, INSERM U1046, CNRS UMR, University of Montpellier, 9214, Montpellier Cedex 5, France
- PhyMedExp, INSERM U1046, CNRS UMR, University of Montpellier, 9214, Montpellier, France
| | - Audrey De Jong
- Department of Anesthesia and Intensive Care Unit, Regional University Hospital of Montpellier, St-Eloi Hospital, PhyMedExp, INSERM U1046, CNRS UMR, University of Montpellier, 9214, Montpellier Cedex 5, France.
- PhyMedExp, INSERM U1046, CNRS UMR, University of Montpellier, 9214, Montpellier, France.
| | - Nicolas Molinari
- Medical Information, IMAG, CNRS, Centre Hospitalier Regional Universitaire de Montpellier, Univ Montpellier, Montpellier, France
- Département d'informatique Médicale, CHRU Montpellier, Institut Desbrest de Santé Publique (IDESP) INSERM, Université de Montpellier, Montpellier, France
| | - Samir Jaber
- Department of Anesthesia and Intensive Care Unit, Regional University Hospital of Montpellier, St-Eloi Hospital, PhyMedExp, INSERM U1046, CNRS UMR, University of Montpellier, 9214, Montpellier Cedex 5, France.
- PhyMedExp, INSERM U1046, CNRS UMR, University of Montpellier, 9214, Montpellier, France.
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Leonard J, Sinha P. Precision Medicine in Acute Respiratory Distress Syndrome: Progress, Challenges, and the Road ahead. Clin Chest Med 2024; 45:835-848. [PMID: 39443001 PMCID: PMC11507056 DOI: 10.1016/j.ccm.2024.08.005] [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] [Indexed: 10/25/2024]
Abstract
Several novel high-dimensional biologic measurements are increasingly being applied to biomedical sciences. Acute respiratory distress syndrome (ARDS) is a theoretically fertile ground for such approaches. Not only are these biologic and analytic tools available to better understand ARDS but also arguably, simpler approaches such as respiratory physiology has been vastly underutilized as a means of delivering precision-based care in the field. Here we review the progress made in ARDS toward discovering biologically homogeneous phenotypes, treatment responsive subgroups, the challenges to implement these discoveries at the bedside, and the road ahead that will enable precision medicine in ARDS.
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Affiliation(s)
- Jennifer Leonard
- Department of Trauma and Acute Care Surgery, Washington University, 660 South Euclid Avenue, St Louis, MO 63110, USA
| | - Pratik Sinha
- Division of Clinical and Translational Research, Department of Anesthesia, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8054, St Louis, MO 63110, USA; Division of Critical Care, Department of Anesthesia, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8054, St Louis, MO 63110, USA.
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9
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Combes A, Auzinger G, Camporota L, Capellier G, Consales G, Couto AG, Dabrowski W, Davies R, Demirkiran O, Gómez CF, Franz J, Hilty MP, Pestaña D, Rovina N, Tully R, Turani F, Kurz J, Harenski K. Expert perspectives on ECCO 2R for acute hypoxemic respiratory failure: consensus of a 2022 European roundtable meeting. Ann Intensive Care 2024; 14:132. [PMID: 39174831 PMCID: PMC11341504 DOI: 10.1186/s13613-024-01353-8] [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: 03/28/2024] [Accepted: 07/15/2024] [Indexed: 08/24/2024] Open
Abstract
BACKGROUND By controlling hypercapnia, respiratory acidosis, and associated consequences, extracorporeal CO2 removal (ECCO2R) has the potential to facilitate ultra-protective lung ventilation (UPLV) strategies and to decrease injury from mechanical ventilation. We convened a meeting of European intensivists and nephrologists and used a modified Delphi process to provide updated insights into the role of ECCO2R in acute respiratory distress syndrome (ARDS) and to identify recommendations for a future randomized controlled trial. RESULTS The group agreed that lung protective ventilation and UPLV should have distinct definitions, with UPLV primarily defined by a tidal volume (VT) of 4-6 mL/kg predicted body weight with a driving pressure (ΔP) ≤ 14-15 cmH2O. Fourteen (93%) participants agreed that ECCO2R would be needed in the majority of patients to implement UPLV. Furthermore, 10 participants (majority, 63%) would select patients with PaO2:FiO2 > 100 mmHg (> 13.3 kPa) and 14 (consensus, 88%) would select patients with a ventilatory ratio of > 2.5-3. A minimum CO2 removal rate of 80 mL/min delivered by continuous renal support machines was suggested (11/14 participants, 79%) for this objective, using a short, double-lumen catheter inserted into the right internal jugular vein as the preferred vascular access. Of the participants, 14/15 (93%, consensus) stated that a new randomized trial of ECCO2R is needed in patients with ARDS. A ΔP of ≥ 14-15 cmH2O was suggested by 12/14 participants (86%) as the primary inclusion criterion. CONCLUSIONS ECCO2R may facilitate UPLV with lower volume and pressures provided by the ventilator, while controlling respiratory acidosis. Since recent European Society of Intensive Care Medicine guidelines on ARDS recommended against the use of ECCO2R for the treatment of ARDS outside of randomized controlled trials, new trials of ECCO2R are urgently needed, with a ΔP of ≥ 14-15 cmH2O suggested as the primary inclusion criterion.
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Affiliation(s)
- Alain Combes
- Institute of Cardiometabolism and Nutrition, INSERM Unité Mixte de Recherche (UMRS) 1166, Sorbonne Université, 47, Boulevard de l'Hôpital, 75013, Paris, France.
- Service de Médecine Intensive-Réanimation, Sorbonne Université, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, 75013, Paris, France.
| | - Georg Auzinger
- Department of Critical Care, King's College Hospital, London, SE5 9RS, UK
- Department of Critical Care, Cleveland Clinic, London, SW1Y 7SW, UK
| | - Luigi Camporota
- Department of Critical Care, Guy's & St Thomas' NHS Foundation Trust, London, SE1 7EH, UK
- Centre for Human and Applied Physiological Sciences, School of Basic and Medical Biosciences, King's College London, London, SE1 1UL, UK
| | - Gilles Capellier
- University of Franche-Comté, 25000, Besançon, France
- Department of Epidemiology and Health, Monash University, Melbourne, VIC, 3004, Australia
| | - Guglielmo Consales
- Anesthesia, Intensive Care and Emergency Department, Prato Hospital, Azienda Toscana Centro, Prato, Italy
| | - Antonio Gomis Couto
- Servicio de Nefrología, Hospital Universitario Ramón y Cajal, 28033, Madrid, Spain
| | - Wojciech Dabrowski
- First Department of Anaesthesiology and Intensive Therapy, Medical University of Lublin, 20-954, Lublin, Poland
| | - Roger Davies
- Chelsea and Westminster Hospital NHS Foundation Trust, London, SW10 9NH, UK
- Division of Anaesthetics, Intensive Care and Pain Medicine, Imperial College London, Chelsea and Westminster Hospital Campus, London, SW10 9NH, UK
| | - Oktay Demirkiran
- Department of Anesthesiology and Intensive Care, Cerrahpaşa Medical Faculty, Istanbul University-Cerrahpaşa, Istanbul, 34098, Turkey
| | - Carolina Ferrer Gómez
- Anesthesiology and Intensive Care Department, Consorcio Hospital General Universitario de Valencia, 46014, Valencia, Spain
| | - Jutta Franz
- Department of Cardiology and Internal Intensive Care, Rems-Murr-Kliniken Winnenden, 71364, Winnenden, Germany
| | - Matthias Peter Hilty
- Institute of Intensive Care Medicine, University Hospital Zurich, 8091, Zurich, Switzerland
| | - David Pestaña
- Servicio de Anestesia-Reanimación, Hospital Universitario Ramón y Cajal, Carretera de Colmenar Km 9, 28034, Madrid, Spain
- Facultad de Medicina, Instituto Ramón y Cajal de Investigación Sanitaria, Universidad de Alcalá, 28034, Madrid, Spain
| | - Nikoletta Rovina
- 1st Respiratory Department, National and Kapodistrian University of Athens Medical School, "Sotiria" Chest Hospital, 152 Mesogion Av, 11527, Athens, Greece
| | - Redmond Tully
- Royal Oldham Hospital, Northern Care Alliance NHS Trust, Oldham, OL1 2JH, UK
| | - Franco Turani
- Department of Intensive Care, Aurelia Hospital, Via Aurelia 860, 00165, Rome, Italy
- Cardiac Anaesthesia European Hospital, Via Portuense, 760, 00416, Rome, Italy
| | - Joerg Kurz
- Baxter Healthcare, Edisonstr 4, 85716, Unterschleißheim, Germany
| | - Kai Harenski
- Baxter Healthcare, Edisonstr 4, 85716, Unterschleißheim, Germany
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10
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Gordon AC, Alipanah-Lechner N, Bos LD, Dianti J, Diaz JV, Finfer S, Fujii T, Giamarellos-Bourboulis EJ, Goligher EC, Gong MN, Karakike E, Liu VX, Lumlertgul N, Marshall JC, Menon DK, Meyer NJ, Munroe ES, Myatra SN, Ostermann M, Prescott HC, Randolph AG, Schenck EJ, Seymour CW, Shankar-Hari M, Singer M, Smit MR, Tanaka A, Taccone FS, Thompson BT, Torres LK, van der Poll T, Vincent JL, Calfee CS. From ICU Syndromes to ICU Subphenotypes: Consensus Report and Recommendations for Developing Precision Medicine in the ICU. Am J Respir Crit Care Med 2024; 210:155-166. [PMID: 38687499 PMCID: PMC11273306 DOI: 10.1164/rccm.202311-2086so] [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: 11/14/2023] [Accepted: 04/29/2024] [Indexed: 05/02/2024] Open
Abstract
Critical care uses syndromic definitions to describe patient groups for clinical practice and research. There is growing recognition that a "precision medicine" approach is required and that integrated biologic and physiologic data identify reproducible subpopulations that may respond differently to treatment. This article reviews the current state of the field and considers how to successfully transition to a precision medicine approach. To impact clinical care, identification of subpopulations must do more than differentiate prognosis. It must differentiate response to treatment, ideally by defining subgroups with distinct functional or pathobiological mechanisms (endotypes). There are now multiple examples of reproducible subpopulations of sepsis, acute respiratory distress syndrome, and acute kidney or brain injury described using clinical, physiological, and/or biological data. Many of these subpopulations have demonstrated the potential to define differential treatment response, largely in retrospective studies, and that the same treatment-responsive subpopulations may cross multiple clinical syndromes (treatable traits). To bring about a change in clinical practice, a precision medicine approach must be evaluated in prospective clinical studies requiring novel adaptive trial designs. Several such studies are underway, but there are multiple challenges to be tackled. Such subpopulations must be readily identifiable and be applicable to all critically ill populations around the world. Subdividing clinical syndromes into subpopulations will require large patient numbers. Global collaboration of investigators, clinicians, industry, and patients over many years will therefore be required to transition to a precision medicine approach and ultimately realize treatment advances seen in other medical fields.
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Affiliation(s)
| | - Narges Alipanah-Lechner
- Division of Pulmonary, Critical Care, Allergy, and Sleep Medicine, Department of Medicine, University of California, San Francisco, San Francisco, California
| | | | - Jose Dianti
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Ontario, Canada
- Departamento de Cuidados Intensivos, Centro de Educación Médica e Investigaciones Clínicas, Buenos Aires, Argentina
| | | | - Simon Finfer
- School of Public Health, Imperial College London, London, United Kingdom
- The George Institute for Global Health, University of New South Wales, Sydney, Australia
| | - Tomoko Fujii
- Jikei University School of Medicine, Jikei University Hospital, Tokyo, Japan
| | | | - Ewan C. Goligher
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Michelle Ng Gong
- Division of Critical Care Medicine and
- Division of Pulmonary Medicine, Department of Medicine and Department of Epidemiology and Population Health, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York
| | - Eleni Karakike
- Second Department of Critical Care Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Vincent X. Liu
- Division of Research, Kaiser Permanente, Oakland, California
| | - Nuttha Lumlertgul
- Excellence Center for Critical Care Nephrology, Division of Nephrology, Faculty of Medicine, King Chulalongkorn Memorial Hospital, Bangkok, Thailand
| | - John C. Marshall
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Ontario, Canada
| | - David K. Menon
- Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Nuala J. Meyer
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Elizabeth S. Munroe
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Sheila N. Myatra
- Department of Anaesthesiology, Critical Care and Pain, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India
| | - Marlies Ostermann
- King’s College London, Guy’s & St Thomas’ Hospital, London, United Kingdom
| | - Hallie C. Prescott
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
- Veterans Affairs Center for Clinical Management Research, Ann Arbor, Michigan
| | - Adrienne G. Randolph
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Boston, Massachusetts
- Department of Anaesthesia and
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Edward J. Schenck
- Division of Pulmonary and Critical Care Medicine, Joan and Sanford I. Weill Department of Medicine, Weill Cornell Medicine, New York, New York
| | - Christopher W. Seymour
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Manu Shankar-Hari
- Centre for Inflammation Research, Institute of Regeneration and Repair, University of Edinburgh, Edinburgh, United Kingdom
| | - Mervyn Singer
- Bloomsbury Institute of Intensive Care Medicine, Division of Medicine, University College London, London, United Kingdom
| | | | - Aiko Tanaka
- Department of Intensive Care, University of Fukui Hospital, Yoshida, Fukui, Japan
- Department of Anesthesiology and Intensive Care Medicine, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Fabio S. Taccone
- Department des Soins Intensifs, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (ULB), Brussels, Belgium; and
| | - B. Taylor Thompson
- Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Lisa K. Torres
- Division of Pulmonary and Critical Care Medicine, Joan and Sanford I. Weill Department of Medicine, Weill Cornell Medicine, New York, New York
| | - Tom van der Poll
- Center of Experimental and Molecular Medicine, and
- Division of Infectious Diseases, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Jean-Louis Vincent
- Department des Soins Intensifs, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (ULB), Brussels, Belgium; and
| | - Carolyn S. Calfee
- Division of Pulmonary, Critical Care, Allergy, and Sleep Medicine, Department of Medicine, University of California, San Francisco, San Francisco, California
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11
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Duggal A, Conrad SA, Barrett NA, Saad M, Cheema T, Pannu S, Romero RS, Brochard L, Nava S, Ranieri VM, May A, Brodie D, Hill NS. Extracorporeal Carbon Dioxide Removal to Avoid Invasive Ventilation During Exacerbations of Chronic Obstructive Pulmonary Disease: VENT-AVOID Trial - A Randomized Clinical Trial. Am J Respir Crit Care Med 2024; 209:529-542. [PMID: 38261630 DOI: 10.1164/rccm.202311-2060oc] [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: 11/10/2023] [Accepted: 01/23/2024] [Indexed: 01/25/2024] Open
Abstract
Rationale: It is unclear whether extracorporeal CO2 removal (ECCO2R) can reduce the rate of intubation or the total time on invasive mechanical ventilation (IMV) in adults experiencing an exacerbation of chronic obstructive pulmonary disease (COPD). Objectives: To determine whether ECCO2R increases the number of ventilator-free days within the first 5 days postrandomization (VFD-5) in exacerbation of COPD in patients who are either failing noninvasive ventilation (NIV) or who are failing to wean from IMV. Methods: This randomized clinical trial was conducted in 41 U.S. institutions (2018-2022) (ClinicalTrials.gov ID: NCT03255057). Subjects were randomized to receive either standard care with venovenous ECCO2R (NIV stratum: n = 26; IMV stratum: n = 32) or standard care alone (NIV stratum: n = 22; IMV stratum: n = 33). Measurements and Main Results: The trial was stopped early because of slow enrollment and enrolled 113 subjects of the planned sample size of 180. There was no significant difference in the median VFD-5 between the arms controlled by strata (P = 0.36). In the NIV stratum, the median VFD-5 for both arms was 5 days (median shift = 0.0; 95% confidence interval [CI]: 0.0-0.0). In the IMV stratum, the median VFD-5 in the standard care and ECCO2R arms were 0.25 and 2 days, respectively; median shift = 0.00 (95% confidence interval: 0.00-1.25). In the NIV stratum, all-cause in-hospital mortality was significantly higher in the ECCO2R arm (22% vs. 0%, P = 0.02) with no difference in the IMV stratum (17% vs. 15%, P = 0.73). Conclusions: In subjects with exacerbation of COPD, the use of ECCO2R compared with standard care did not improve VFD-5. Clinical trial registered with www.clinicaltrials.gov (NCT03255057).
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Affiliation(s)
- Abhijit Duggal
- Department of Critical Care, Respiratory Institute, Cleveland Clinic, Cleveland, Ohio
| | - Steven A Conrad
- Department of Medicine, Louisiana State University Health Sciences Center, Shreveport, Louisiana
| | - Nicholas A Barrett
- Department of Critical Care, Guy's and St. Thomas' NHS Foundation Trust, London, United Kingdom
- Centre for Human & Applied Physiological Sciences (CHAPS), School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, United Kingdom
| | - Mohamed Saad
- Division of Pulmonary, Critical Care and Sleep Disorders Medicine, University of Louisville School of Medicine, Louisville, Kentucky
| | - Tariq Cheema
- Division of Pulmonary Critical Care, Allegheny General Hospital, Allegheny Health Network, Pittsburgh, Pennsylvania
| | - Sonal Pannu
- Division of Pulmonary Critical Care and Sleep, Department of Medicine, Ohio State University, Columbus, Ohio
| | - Ramiro Saavedra Romero
- Department of Critical Care Medicine, Abbott Northwestern Hospital, Minneapolis, Minnesota
| | - Laurent Brochard
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Stefano Nava
- Respiratory and Critical Care Unit, IRCCS Azienda Hospital, University of Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
| | - V Marco Ranieri
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- Anesthesia and Intensive Care Medicine, IRCCS Azienda Hospital, University of Bologna, Bologna, Italy
| | - Alexandra May
- ALung Technologies, LivaNova PLC, Pittsburgh, Pennsylvania
| | - Daniel Brodie
- Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland; and
| | - Nicholas S Hill
- Division of Pulmonary, Critical Care, and Sleep Medicine, Tufts Medical Center, Boston, Massachusetts
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12
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Ferrer Gómez C, Gabaldón T, Hernández Laforet J. Ultraprotective Ventilation via ECCO2R in Three Patients Presenting an Air Leak: Is ECCO2R Effective? J Pers Med 2023; 13:1081. [PMID: 37511692 PMCID: PMC10381516 DOI: 10.3390/jpm13071081] [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: 04/30/2023] [Revised: 06/07/2023] [Accepted: 06/25/2023] [Indexed: 07/30/2023] Open
Abstract
Extracorporeal CO2 removal (ECCO2R) is a therapeutic approach that allows protective ventilation in acute respiratory failure by preventing hypercapnia and subsequent acidosis. The main indications for ECCO2R in acute respiratory failure are COPD (chronic obstructive pulmonary disease) exacerbation, acute respiratory distress syndrome (ARDS) and other situations of asthmatics status. However, CO2 removal procedure is not extended to those ARDS patients presenting an air leak. Here, we report three cases of air leaks in patients with an ARDS that were successfully treated using a new ECCO2R device. Case 1 is a polytrauma patient that developed pneumothorax during the hospital stay, case 2 is a patient with a post-surgical bronchial fistula after an Ivor-Lewis esophagectomy, and case 3 is a COVID-19 patient who developed a spontaneous pneumothorax after being hospitalized for a prolonged time. ECCO2R allowed for protective ventilation mitigating VILI (ventilation-induced lung injury) and significantly improved hypercapnia and respiratory acidemia, allowing time for the native lung to heal. Although further investigation is needed, our observations seem to suggest that CO2 removal can be a safe and effective procedure in patients connected to mechanical ventilation with ARDS-associated air leaks.
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Affiliation(s)
- Carolina Ferrer Gómez
- Anesthesiology and Intensive Care Department, Consorcio Hospital General Universitario de Valencia, 46014 Valencia, Spain
| | - Tania Gabaldón
- Anesthesiology and Intensive Care Department, Consorcio Hospital General Universitario de Valencia, 46014 Valencia, Spain
| | - Javier Hernández Laforet
- Anesthesiology and Intensive Care Department, Consorcio Hospital General Universitario de Valencia, 46014 Valencia, Spain
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13
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Hochberg CH, Sahetya SK. Laying the Groundwork for Physiology-Guided Precision Medicine in the Critically Ill. NEJM EVIDENCE 2023; 2:EVIDe2300051. [PMID: 38320026 DOI: 10.1056/evide2300051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2024]
Abstract
Canonical critical care syndromes such as sepsis and acute respiratory distress syndrome (ARDS) include patients with markedly heterogeneous biology.1 This, paired with decades of randomized controlled trials (RCTs) that were traditionally viewed as "negative," has stalled progress in improving patient outcomes.2 However, emerging awareness of sub-phenotypes based on differences in biomarker profiles and resulting heterogeneous treatment effects have led to calls for precision medicine in which therapies are targeted to those most likely to benefit.3.
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Affiliation(s)
- Chad H Hochberg
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University, Baltimore
| | - Sarina K Sahetya
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University, Baltimore
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