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Ceccato A, Forne C, Bos LD, Camprubí-Rimblas M, Areny-Balagueró A, Campaña-Duel E, Quero S, Diaz E, Roca O, De Gonzalo-Calvo D, Fernández-Barat L, Motos A, Ferrer R, Riera J, Lorente JA, Peñuelas O, Menendez R, Amaya-Villar R, Añón JM, Balan-Mariño A, Barberà C, Barberán J, Blandino-Ortiz A, Boado MV, Bustamante-Munguira E, Caballero J, Carbajales C, Carbonell N, Catalán-González M, Franco N, Galbán C, Gumucio-Sanguino VD, de la Torre MDC, Estella Á, Gallego E, García-Garmendia JL, Garnacho-Montero J, Gómez JM, Huerta A, Jorge-García RN, Loza-Vázquez A, Marin-Corral J, Martínez de la Gándara A, Martin-Delgado MC, Martínez-Varela I, Messa JL, Muñiz-Albaiceta G, Nieto MT, Novo MA, Peñasco Y, Pozo-Laderas JC, Pérez-García F, Ricart P, Roche-Campo F, Rodríguez A, Sagredo V, Sánchez-Miralles A, Sancho-Chinesta S, Socias L, Solé-Violan J, Suarez-Sipmann F, Tamayo-Lomas L, Trenado J, Úbeda A, Valdivia LJ, Vidal P, Bermejo J, Gonzalez J, Barbe F, Calfee CS, Artigas A, Torres A. Clustering COVID-19 ARDS patients through the first days of ICU admission. An analysis of the CIBERESUCICOVID Cohort. Crit Care 2024; 28:91. [PMID: 38515193 PMCID: PMC10958830 DOI: 10.1186/s13054-024-04876-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 03/14/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND Acute respiratory distress syndrome (ARDS) can be classified into sub-phenotypes according to different inflammatory/clinical status. Prognostic enrichment was achieved by grouping patients into hypoinflammatory or hyperinflammatory sub-phenotypes, even though the time of analysis may change the classification according to treatment response or disease evolution. We aimed to evaluate when patients can be clustered in more than 1 group, and how they may change the clustering of patients using data of baseline or day 3, and the prognosis of patients according to their evolution by changing or not the cluster. METHODS Multicenter, observational prospective, and retrospective study of patients admitted due to ARDS related to COVID-19 infection in Spain. Patients were grouped according to a clustering mixed-type data algorithm (k-prototypes) using continuous and categorical readily available variables at baseline and day 3. RESULTS Of 6205 patients, 3743 (60%) were included in the study. According to silhouette analysis, patients were grouped in two clusters. At baseline, 1402 (37%) patients were included in cluster 1 and 2341(63%) in cluster 2. On day 3, 1557(42%) patients were included in cluster 1 and 2086 (57%) in cluster 2. The patients included in cluster 2 were older and more frequently hypertensive and had a higher prevalence of shock, organ dysfunction, inflammatory biomarkers, and worst respiratory indexes at both time points. The 90-day mortality was higher in cluster 2 at both clustering processes (43.8% [n = 1025] versus 27.3% [n = 383] at baseline, and 49% [n = 1023] versus 20.6% [n = 321] on day 3). Four hundred and fifty-eight (33%) patients clustered in the first group were clustered in the second group on day 3. In contrast, 638 (27%) patients clustered in the second group were clustered in the first group on day 3. CONCLUSIONS During the first days, patients can be clustered into two groups and the process of clustering patients may change as they continue to evolve. This means that despite a vast majority of patients remaining in the same cluster, a minority reaching 33% of patients analyzed may be re-categorized into different clusters based on their progress. Such changes can significantly impact their prognosis.
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Affiliation(s)
- Adrian Ceccato
- Critical Care Center, Hospital Universitari Parc Taulí, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Department of Medicine, Universitat Autonoma de Barcelona, Plaça Torre de L'Aigua, S/N, 08208, Sabadell, Spain.
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain.
- Intensive Care Unit, Hospital Universitari Sagrat Cor, Grupo Quironsalud, Barcelona, Spain.
| | - Carles Forne
- Heorfy Consulting, Lleida, Spain
- Department of Basic Medical Sciences, University of Lleida, Lleida, Spain
| | - Lieuwe D Bos
- Intensive Care and Laboratory of Experimental Intensive Care and Anesthesiology (LEICA), Amsterdam UMC Location AMC, University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
| | - Marta Camprubí-Rimblas
- Critical Care Center, Hospital Universitari Parc Taulí, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Department of Medicine, Universitat Autonoma de Barcelona, Plaça Torre de L'Aigua, S/N, 08208, Sabadell, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - Aina Areny-Balagueró
- Critical Care Center, Hospital Universitari Parc Taulí, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Department of Medicine, Universitat Autonoma de Barcelona, Plaça Torre de L'Aigua, S/N, 08208, Sabadell, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - Elena Campaña-Duel
- Critical Care Center, Hospital Universitari Parc Taulí, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Department of Medicine, Universitat Autonoma de Barcelona, Plaça Torre de L'Aigua, S/N, 08208, Sabadell, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - Sara Quero
- Critical Care Center, Hospital Universitari Parc Taulí, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Department of Medicine, Universitat Autonoma de Barcelona, Plaça Torre de L'Aigua, S/N, 08208, Sabadell, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - Emili Diaz
- Critical Care Center, Hospital Universitari Parc Taulí, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Department of Medicine, Universitat Autonoma de Barcelona, Plaça Torre de L'Aigua, S/N, 08208, Sabadell, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - Oriol Roca
- Critical Care Center, Hospital Universitari Parc Taulí, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Department of Medicine, Universitat Autonoma de Barcelona, Plaça Torre de L'Aigua, S/N, 08208, Sabadell, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
| | - David De Gonzalo-Calvo
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Aranu de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Laia Fernández-Barat
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Department of Pneumology, Hospital Clinic of Barcelona, August Pi i Sunyer Biomedical Research Institute-IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Anna Motos
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Department of Pneumology, Hospital Clinic of Barcelona, August Pi i Sunyer Biomedical Research Institute-IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Ricard Ferrer
- Intensive Care Department, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Jordi Riera
- Intensive Care Department, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Jose A Lorente
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Hospital Universitario de Getafe, Universidad Europea, Madrid, Spain
- Department of Bioengineering, Universidad Carlos III, Madrid, Spain
| | - Oscar Peñuelas
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Hospital Universitario de Getafe, Universidad Europea, Madrid, Spain
| | - Rosario Menendez
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Pulmonary Department, University and Polytechnic Hospital La Fe, Valencia, Spain
| | - Rosario Amaya-Villar
- Intensive Care Clinical Unit, Hospital Universitario Virgen de Rocío, Seville, Spain
| | - José M Añón
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Servicio de Medicina Intensiva, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
| | | | | | - José Barberán
- Hospital Universitario HM Montepríncipe, Facultad HM Hospitales de Ciencias de La Salud, Universidad Camilo Jose Cela, Madrid, Spain
| | - Aaron Blandino-Ortiz
- Servicio de Medicina Intensiva, Hospital Universitario Ramón y Cajal, Madrid, Spain
- Intensive Care Unit, and Emergency Medicine, Universidad de Alcalá, Madrid, Spain
| | | | - Elena Bustamante-Munguira
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Department of Intensive Care Medicine, Hospital Clínico Universitario Valladolid, Valladolid, Spain
| | - Jesús Caballero
- Critical Intensive Medicine Department, Hospital Universitari Arnau de Vilanova de Lleida, IRBLleida, Lleida, Spain
| | | | - Nieves Carbonell
- Intensive Care Unit, Hospital Clínico Universitario, Valencia, Spain
| | | | | | - Cristóbal Galbán
- Department of Critical Care Medicine, CHUS, Complejo Hospitalario Universitario de Santiago, Santiago, Spain
| | - Víctor D Gumucio-Sanguino
- Department of Intensive Care, Hospital Universitari de Bellvitge, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | - Maria Del Carmen de la Torre
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Hospital de Mataró de Barcelona, Barcelona, Spain
| | - Ángel Estella
- Department of Medicine, Intensive Care Unit University Hospital of Jerez, University of Cádiz, INIBiCA, Cádiz, Spain
| | - Elena Gallego
- Unidad de Cuidados Intensivos, Hospital Universitario San Pedro de Alcántara, Cáceres, Spain
| | | | - José Garnacho-Montero
- Intensive Care Clinical Unit, Hospital Universitario Virgen Macarena, Seville, Spain
| | - José M Gómez
- Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Arturo Huerta
- Pulmonary and Critical Care Division, Emergency Department, Clínica Sagrada Família, Barcelona, Spain
| | | | - Ana Loza-Vázquez
- Unidad de Medicina Intensiva, Hospital Universitario Virgen de Valme, Seville, Spain
| | | | | | | | | | | | - Guillermo Muñiz-Albaiceta
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Departamento de Biología Funcional, Instituto Universitario de Oncología del Principado de Asturias, Instituto de Investigación Sanitaria del Principado de Asturias, Hospital Central de Asturias, Universidad de Oviedo, Oviedo, Spain
| | | | - Mariana Andrea Novo
- Servei de Medicina Intensiva, Hospital Universitari Son Espases, Palma, Illes Balears, Spain
| | - Yhivian Peñasco
- Servicio de Medicina Intensiva, Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Juan Carlos Pozo-Laderas
- UGC-Medicina Intensiva, Hospital Universitario Reina Sofia, Instituto Maimonides IMIBIC, Córdoba, Spain
| | - Felipe Pérez-García
- Servicio de Microbiología Clínica, Facultad de Medicina, Departamento de Biomedicina y Biotecnología, Hospital Universitario Príncipe de Asturias - Universidad de Alcalá, Alcalá de Henares, Madrid, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Pilar Ricart
- Servei de Medicina Intensiva, Hospital Universitari Germans Trias, Badalona, Spain
| | - Ferran Roche-Campo
- Institut d'Investigació Sanitària Pere Virgili (IISPV), Hospital Verge de la Cinta, Tortosa, Tarragona, Spain
| | - Alejandro Rodríguez
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Critical Care Department, Hospital Universitario Joan XXIII, CIBERES, Rovira and Virgili University, IISPV, Tarragona, Spain
| | | | - Angel Sánchez-Miralles
- Intensive Care Unit, Hospital Universitario Sant Joan d'Alacant, Sant Joan d'Alacant, Alicante, Spain
| | - Susana Sancho-Chinesta
- Servicio de Medicina Intensiva, Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | - Lorenzo Socias
- Intensive Care Unit, Hospital Son Llàtzer, Illes Balears, Palma, Spain
| | - Jordi Solé-Violan
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Critical Care Department, Hospital Universitario de GC Dr. Negrín, Universidad Fernando Pessoa Canarias, Las Palmas, Gran Canaria, Spain
| | - Fernando Suarez-Sipmann
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Intensive Care Unit, Hospital Universitario La Princesa, Madrid, Spain
| | - Luis Tamayo-Lomas
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Critical Care Department, Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain
| | - José Trenado
- Servicio de Medicina Intensiva, Hospital Universitario Mútua de Terrassa, Terrassa, Barcelona, Spain
| | - Alejandro Úbeda
- Servicio de Medicina Intensiva, Hospital Punta de Europa, Algeciras, Spain
| | | | - Pablo Vidal
- Complexo Hospitalario Universitario de Ourense, Orense, Spain
| | - Jesus Bermejo
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain
- Instituto de Investigación Biomédica de Salamanca (IBSAL), Gerencia Regional de Salud de Castilla y León, Salamanca, Spain
| | - Jesica Gonzalez
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Aranu de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Ferran Barbe
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Translational Research in Respiratory Medicine, Respiratory Department, Hospital Universitari Aranu de Vilanova and Santa Maria, IRBLleida, Lleida, Spain
| | - Carolyn S Calfee
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Antonio Artigas
- Critical Care Center, Hospital Universitari Parc Taulí, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Department of Medicine, Universitat Autonoma de Barcelona, Plaça Torre de L'Aigua, S/N, 08208, Sabadell, Spain.
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain.
| | - Antoni Torres
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain
- Department of Pneumology, Hospital Clinic of Barcelona, August Pi i Sunyer Biomedical Research Institute-IDIBAPS, University of Barcelona, Barcelona, Spain
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Baldia PH, Wernly B, Flaatten H, Fjølner J, Artigas A, Pinto BB, Schefold JC, Kelm M, Beil M, Bruno RR, Binnebößel S, Wolff G, Erkens R, Sigal S, van Heerden PV, Szczeklik W, Elhadi M, Joannidis M, Oeyen S, Marsh B, Andersen FH, Moreno R, Leaver S, De Lange DW, Guidet B, Jung C, Joannidis M, Mesotten D, Reper P, Swinnen W, Serck N, DEWAELE ELISABETH, Brix H, Brushoej J, Kumar P, Nedergaard HK, Balleby IR, Bundesen C, Hansen MA, Uhrenholt S, Bundgaard H, Innes R, Gooch J, Cagova L, Potter E, Reay M, Davey M, Abusayed MA, Humphreys S, Galbois A, Charron C, Berlemont CH, Besch G, Rigaud JP, Maizel J, Djibré M, Burtin P, Garcon P, Nseir S, Valette X, Alexandru N, Marin N, Vaissiere M, PLANTEFEVE G, Vanderlinden T, Jurcisin I, Megarbane B, Chousterman BG, Dépret F, Garnier M, Besset S, Oziel J, Ferre A, Dauger S, Dumas G, Goncalves B, Vettoretti L, Thevenin D, Schaller S, Schaller S, Kurt M, Faltlhauser A, Schaller S, Milovanovic M, Lutz M, Shala G, Haake H, Randerath W, Kunstein A, Meybohm P, Schaller S, Steiner S, Barth E, Poerner T, Simon P, Lorenz M, Dindane Z, Kuhn KF, Welte M, Voigt I, Kabitz HJ, Wollborn J, Goebel U, Stoll SE, Kindgen-Milles D, Dubler S, Jung C, Fuest K, Schuster M, Papadogoulas A, Mulita F, Rovina N, Aidoni Z, CHRISANTHOPOULOU EVANGELIA, KONDILI EUMORFIA, Andrianopoulos I, Groenendijk M, Evers M, Evers M, van Lelyveld-Haas L, Meynaar I, Cornet AD, Zegers M, Dieperink W, de Lange D, Dormans T, Hahn M, Sjøbøe B, Strietzel HF, Olasveengen T, Romundstad L, Kluzik A, Zatorski P, Drygalski T, Klimkiewicz J, Solek-pastuszka J, Onichimowski D, Czuczwar M, Gawda R, Stefaniak J, Stefanska-Wronka K, Zabul E, Oliveira AIP, Assis R, de Lurdes Campos Santos M, Santos H, Cardoso FS, Gordinho A, Banzo MJA, Zalba-Etayo B, CUBERO PATRICIAJIMENO, Priego J, Gomà G, Tomasa-Irriguible TM, Sancho S, Ferreira AF, Vázquez EM, Mira ÁP, Ibarz M, Iglesias D, Arias-Rivera S, Frutos-Vivar F, Lopez-Cuenca S, Aldecoa C, Perez-Torres D, Canas-Perez I, Tamayo-Lomas L, Diaz-Rodriguez C, de Gopegui PR, Ben-Hamouda N, Roberti A, Fleury Y, Abidi N, Dullenkopf A, Pugh R, Smuts S. The association of prior paracetamol intake with outcome of very old intensive care patients with COVID-19: results from an international prospective multicentre trial. BMC Geriatr 2022; 22:1000. [PMID: 36575394 PMCID: PMC9794407 DOI: 10.1186/s12877-022-03709-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 12/19/2022] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND In the early COVID-19 pandemic concerns about the correct choice of analgesics in patients with COVID-19 were raised. Little data was available on potential usefulness or harmfulness of prescription free analgesics, such as paracetamol. This international multicentre study addresses that lack of evidence regarding the usefulness or potential harm of paracetamol intake prior to ICU admission in a setting of COVID-19 disease within a large, prospectively enrolled cohort of critically ill and frail intensive care unit (ICU) patients. METHODS This prospective international observation study (The COVIP study) recruited ICU patients ≥ 70 years admitted with COVID-19. Data on Sequential Organ Failure Assessment (SOFA) score, prior paracetamol intake within 10 days before admission, ICU therapy, limitations of care and survival during the ICU stay, at 30 days, and 3 months. Paracetamol intake was analysed for associations with ICU-, 30-day- and 3-month-mortality using Kaplan Meier analysis. Furthermore, sensitivity analyses were used to stratify 30-day-mortality in subgroups for patient-specific characteristics using logistic regression. RESULTS 44% of the 2,646 patients with data recorded regarding paracetamol intake within 10 days prior to ICU admission took paracetamol. There was no difference in age between patients with and without paracetamol intake. Patients taking paracetamol suffered from more co-morbidities, namely diabetes mellitus (43% versus 34%, p < 0.001), arterial hypertension (70% versus 65%, p = 0.006) and had a higher score on Clinical Frailty Scale (CFS; IQR 2-5 versus IQR 2-4, p < 0.001). Patients under prior paracetamol treatment were less often subjected to intubation and vasopressor use, compared to patients without paracetamol intake (65 versus 71%, p < 0.001; 63 versus 69%, p = 0.007). Paracetamol intake was not associated with ICU-, 30-day- and 3-month-mortality, remaining true after multivariate adjusted analysis. CONCLUSION Paracetamol intake prior to ICU admission was not associated with short-term and 3-month mortality in old, critically ill intensive care patients suffering from COVID-19. TRIAL REGISTRATION This prospective international multicentre study was registered on ClinicalTrials.gov with the identifier "NCT04321265" on March 25, 2020.
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Affiliation(s)
- Philipp Heinrich Baldia
- grid.411327.20000 0001 2176 9917Department of Cardiology, Pulmonology and Vascular Medicine, Medical Faculty, Heinrich-Heine-University Duesseldorf, Duesseldorf, Germany
| | - Bernhard Wernly
- grid.21604.310000 0004 0523 5263Department of Anaesthesiology, Perioperative Medicine and Intensive Care Medicine, Paracelsus Medical University, Salzburg, Austria
| | - Hans Flaatten
- grid.7914.b0000 0004 1936 7443Department of Clinical Medicine, Department of Anaestesia and Intensive Care, University of Bergen, Haukeland University Hospital, Bergen, Norway
| | - Jesper Fjølner
- grid.154185.c0000 0004 0512 597XDepartment of Intensive Care, Aarhus University Hospital, Aarhus, Denmark
| | - Antonio Artigas
- Critical Care Centre, Sabadell Hospital University Institute Parc Tauli, Sabadell Barcelona, Spain
| | - Bernardo Bollen Pinto
- grid.150338.c0000 0001 0721 9812Department of Acute Medicine, Geneva University Hospitals, Geneva, Switzerland
| | - Joerg C. Schefold
- grid.411656.10000 0004 0479 0855Department of Intensive Care Medicine, Inselspital, Universitätsspital, University of Bern, Bern, Switzerland
| | - Malte Kelm
- grid.411327.20000 0001 2176 9917Department of Cardiology, Pulmonology and Vascular Medicine, Medical Faculty, Heinrich-Heine-University Duesseldorf, Duesseldorf, Germany
| | - Michael Beil
- grid.9619.70000 0004 1937 0538General & Medical Intensive Care Units, Hadassah Medical Center and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Raphael Romano Bruno
- grid.411327.20000 0001 2176 9917Department of Cardiology, Pulmonology and Vascular Medicine, Medical Faculty, Heinrich-Heine-University Duesseldorf, Duesseldorf, Germany
| | - Stephan Binnebößel
- grid.411327.20000 0001 2176 9917Department of Cardiology, Pulmonology and Vascular Medicine, Medical Faculty, Heinrich-Heine-University Duesseldorf, Duesseldorf, Germany
| | - Georg Wolff
- grid.411327.20000 0001 2176 9917Department of Cardiology, Pulmonology and Vascular Medicine, Medical Faculty, Heinrich-Heine-University Duesseldorf, Duesseldorf, Germany
| | - Ralf Erkens
- grid.411327.20000 0001 2176 9917Department of Cardiology, Pulmonology and Vascular Medicine, Medical Faculty, Heinrich-Heine-University Duesseldorf, Duesseldorf, Germany
| | - Sviri Sigal
- grid.9619.70000 0004 1937 0538General & Medical Intensive Care Units, Hadassah Medical Center and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Peter Vernon van Heerden
- grid.9619.70000 0004 1937 0538General & Medical Intensive Care Units, Hadassah Medical Center and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Wojciech Szczeklik
- grid.5522.00000 0001 2162 9631Department of Intensive Care and Perioperative Medicine, Jagiellonian University Medical College, Krakow, Poland
| | - Muhammed Elhadi
- grid.411306.10000 0000 8728 1538Faculty of Medicine, University of Tripoli, Tripoli, Libya
| | - Michael Joannidis
- grid.5361.10000 0000 8853 2677Division of Intensive Care and Emergency Medicine, Department of Internal Medicine, Medical University Innsbruck, Innsbruck, Austria
| | - Sandra Oeyen
- grid.410566.00000 0004 0626 3303Department of Intensive Care 1K12IC, Ghent University Hospital, Ghent, Belgium
| | - Brian Marsh
- grid.411596.e0000 0004 0488 8430Mater Misericordiae University Hospital, Dublin, Ireland
| | - Finn H. Andersen
- grid.5947.f0000 0001 1516 2393Department Of Anaesthesia and Intensive Care, Ålesund Hospital, Ålesund, Norway. Dep. of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway
| | - Rui Moreno
- grid.414551.00000 0000 9715 2430Multipurpose and Neurocritical Intensive Care Unit, Hospital of São José, Central Lisbon University Hospital Centre, Lisbon, Portugal
| | - Susannah Leaver
- grid.451349.eGeneral Intensive Care, St George´S University Hospitals NHS Foundation Trust, London, UK
| | - Dylan W. De Lange
- grid.7692.a0000000090126352Department of Intensive Care Medicine, University Medical Center, University Utrecht, Utrecht, Netherlands
| | - Bertrand Guidet
- Institute Pierre Louis Epidemiology and Public Health, Medical Intensive Care Unit, Sorbonne University, UPMC, INSERM, Hôpital Saint-Antoine, Paris, France
| | - Christian Jung
- grid.411327.20000 0001 2176 9917Department of Cardiology, Pulmonology and Vascular Medicine, Medical Faculty, Heinrich-Heine-University Duesseldorf, Duesseldorf, Germany
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Polok K, Fronczek J, Artigas A, Flaatten H, Guidet B, De Lange DW, Fjølner J, Leaver S, Beil M, Sviri S, Bruno RR, Wernly B, Bollen Pinto B, Schefold JC, Studzińska D, Joannidis M, Oeyen S, Marsh B, Andersen FH, Moreno R, Cecconi M, Jung C, Szczeklik W, Joannidis M, Mesotten D, Reper P, Oeyen S, Swinnen W, Brix H, Brushoej J, Villefrance M, Nedergaard HK, Bjerregaard AT, Balleby IR, Andersen K, Hansen MA, Uhrenholt S, Bundgaard H, Fjølner J, Hussein AARM, Salah R, Ali YKNM, Wassim K, Elgazzar YA, Tharwat S, Azzam AY, habib AA, Abosheaishaa HM, Azab MA, Leaver S, Galbois A, Guidet B, Charron C, Guerot E, Besch G, Rigaud JP, Maizel J, Djibré M, Burtin P, Garcon P, Nseir S, Valette X, Alexandru N, Marin N, Vaissiere M, Plantefeve G, Vanderlinden T, Jurcisin I, Megarbane B, Caillard A, Valent A, Garnier M, Besset S, Oziel J, RAPHALEN JH, Dauger S, Dumas G, Goncalves B, Piton G, Barth E, Goebel U, Barth E, Kunstein A, Schuster M, Welte M, Lutz M, Meybohm P, Steiner S, Poerner T, Haake H, Schaller S, Schaller S, Schaller S, Kindgen-Milles D, Meyer C, Kurt M, Kuhn KF, Randerath W, Wollborn J, Dindane Z, Kabitz HJ, Voigt I, Shala G, Faltlhauser A, Rovina N, Aidoni Z, Chrisanthopoulou E, Papadogoulas A, Gurjar M, Mahmoodpoor A, Ahmed AK, Marsh B, Elsaka A, Sviri S, Comellini V, Rabha A, Ahmed H, Namendys-Silva SA, Ghannam A, Groenendijk M, Zegers M, de Lange D, Cornet A, Evers M, Haas L, Dormans T, Dieperink W, Romundstad L, Sjøbø B, Andersen FH, Strietzel HF, Olasveengen T, Hahn M, Czuczwar M, Gawda R, Klimkiewicz J, de Lurdes Campos Santos M, Gordinho A, Santos H, Assis R, Oliveira AIP, Badawy MR, Perez-Torres D, Gomà G, Villamayor MI, Mira AP, Cubero PJ, Rivera SA, Tomasa T, Iglesias D, Vázquez EM, Aldecoa C, Ferreira AF, Zalba-Etayo B, Canas-Perez I, Tamayo-Lomas L, Diaz-Rodriguez C, Sancho S, Priego J, Abualqumboz EMY, Hilles MMY, Saleh M, Ben-HAmouda N, Roberti A, Dullenkopf A, Fleury Y, Bollen Pinto B, Schefold JC, Al-Sadawi M. Noninvasive ventilation in COVID-19 patients aged ≥ 70 years-a prospective multicentre cohort study. Crit Care 2022; 26:224. [PMID: 35869557 PMCID: PMC9305028 DOI: 10.1186/s13054-022-04082-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 06/27/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Noninvasive ventilation (NIV) is a promising alternative to invasive mechanical ventilation (IMV) with a particular importance amidst the shortage of intensive care unit (ICU) beds during the COVID-19 pandemic. We aimed to evaluate the use of NIV in Europe and factors associated with outcomes of patients treated with NIV. METHODS This is a substudy of COVIP study-an international prospective observational study enrolling patients aged ≥ 70 years with confirmed COVID-19 treated in ICU. We enrolled patients in 156 ICUs across 15 European countries between March 2020 and April 2021.The primary endpoint was 30-day mortality. RESULTS Cohort included 3074 patients, most of whom were male (2197/3074, 71.4%) at the mean age of 75.7 years (SD 4.6). NIV frequency was 25.7% and varied from 1.1 to 62.0% between participating countries. Primary NIV failure, defined as need for endotracheal intubation or death within 30 days since ICU admission, occurred in 470/629 (74.7%) of patients. Factors associated with increased NIV failure risk were higher Sequential Organ Failure Assessment (SOFA) score (OR 3.73, 95% CI 2.36-5.90) and Clinical Frailty Scale (CFS) on admission (OR 1.46, 95% CI 1.06-2.00). Patients initially treated with NIV (n = 630) lived for 1.36 fewer days (95% CI - 2.27 to - 0.46 days) compared to primary IMV group (n = 1876). CONCLUSIONS Frequency of NIV use varies across European countries. Higher severity of illness and more severe frailty were associated with a risk of NIV failure among critically ill older adults with COVID-19. Primary IMV was associated with better outcomes than primary NIV. Clinical Trial Registration NCT04321265 , registered 19 March 2020, https://clinicaltrials.gov .
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Affiliation(s)
- Kamil Polok
- grid.5522.00000 0001 2162 9631Centre for Intensive Care and Perioperative Medicine, Jagiellonian University Medical College, ul. Wrocławska 1-3, 30 – 901 Kraków, Poland ,grid.5522.00000 0001 2162 9631Department of Pulmonology, Jagiellonian University Medical College, Kraków, Poland
| | - Jakub Fronczek
- grid.5522.00000 0001 2162 9631Centre for Intensive Care and Perioperative Medicine, Jagiellonian University Medical College, ul. Wrocławska 1-3, 30 – 901 Kraków, Poland
| | - Antonio Artigas
- grid.7080.f0000 0001 2296 0625Critical Care Department, Corporacion Sanitaria Universitaria Parc Tauli, CIBER Enfermedades Respiratorias, Autonomous University of Barcelona, Sabadell, Spain
| | - Hans Flaatten
- grid.412008.f0000 0000 9753 1393Department of Anaesthesia and Intensive Care, Haukeland University Hospital, Bergen, Norway ,grid.7914.b0000 0004 1936 7443Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Bertrand Guidet
- grid.462844.80000 0001 2308 1657INSERM, UMR_S 1136, Institut Pierre Louis d’Epidémiologie et de Santé Publique, Equipe: Epidémiologie Hospitalière Qualité et Organisation des Soins, Sorbonne Universités, UPMC Univ Paris 06, 75012 Paris, France ,grid.50550.350000 0001 2175 4109Assistance Publique - Hôpitaux de Paris, Paris, France
| | - Dylan W. De Lange
- grid.5477.10000000120346234Department of Intensive Care Medicine, University Medical Center, University Utrecht, Utrecht, The Netherlands
| | - Jesper Fjølner
- grid.416838.00000 0004 0646 9184Department of Anaesthesia and Intensive Care, Viborg Regional Hospital, Viborg, Denmark
| | - Susannah Leaver
- grid.464688.00000 0001 2300 7844Department of Critical Care Medicine, St George’s Hospital, London, UK
| | - Michael Beil
- grid.17788.310000 0001 2221 2926Medical Intensive Care Unit, Hadassah Medical Center, Jerusalem, Israel
| | - Sigal Sviri
- grid.9619.70000 0004 1937 0538Department of Medical Intensive Care, Hadassah Medical Center and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Raphael Romano Bruno
- grid.411327.20000 0001 2176 9917Department of Cardiology, Pulmonology and Vascular Medicine, Medical Faculty, Heinrich-Heine-University Duesseldorf, Moorenstraße 5, 40225 Duesseldorf, Germany
| | - Bernhard Wernly
- grid.21604.310000 0004 0523 5263Department of Internal Medicine, General Hospital Oberndorf, Teaching Hospital of the Paracelsus Medical University, Salzburg, Austria ,grid.21604.310000 0004 0523 5263Institute of General Practice, Family Medicine and Preventive Medicine, Paracelsus Medical University of Salzburg, Salzburg, Austria
| | - Bernardo Bollen Pinto
- grid.150338.c0000 0001 0721 9812Department of Acute Medicine, Geneva University Hospitals, Geneva, Switzerland
| | - Joerg C. Schefold
- grid.5734.50000 0001 0726 5157Department of Intensive Care Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Dorota Studzińska
- grid.5522.00000 0001 2162 9631Centre for Intensive Care and Perioperative Medicine, Jagiellonian University Medical College, ul. Wrocławska 1-3, 30 – 901 Kraków, Poland
| | - Michael Joannidis
- grid.5361.10000 0000 8853 2677Division of Intensive Care and Emergency Medicine, Department of Internal Medicine, Medical University Innsbruck, Innsbruck, Austria
| | - Sandra Oeyen
- grid.410566.00000 0004 0626 3303Department of Intensive Care 1K12IC, Ghent University Hospital, Ghent, Belgium
| | - Brian Marsh
- grid.411596.e0000 0004 0488 8430Department of Critical Care Medicine, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Finn H. Andersen
- grid.459807.7Department of Anaesthesia and Intensive Care, Ålesund Hospital, Ålesund, Norway ,grid.5947.f0000 0001 1516 2393Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway
| | - Rui Moreno
- grid.414551.00000 0000 9715 2430Faculdade de Ciências Médicas de Lisboa - Nova Médical School, Hospital de São José, Centro Hospitalar Universitário de Lisboa Central, Lisbon, Portugal ,grid.7427.60000 0001 2220 7094Faculdade de Ciências da Saúde, Universidade da Beira Interior, Covilhã, Portugal
| | - Maurizio Cecconi
- grid.417728.f0000 0004 1756 8807Department of Anesthesia and Intensive Care Medicine, Humanitas Clinical and Research Center – IRCCS, Via Alessandro Manzoni 56, 20089 Rozzano, MI Italy ,grid.452490.eDepartment of Biomedical Sciences, Humanitas University, Pieve Emanuele, Rozzano, MI Italy
| | - Christian Jung
- grid.411327.20000 0001 2176 9917Department of Cardiology, Pulmonology and Vascular Medicine, Medical Faculty, Heinrich-Heine-University Duesseldorf, Moorenstraße 5, 40225 Duesseldorf, Germany
| | - Wojciech Szczeklik
- grid.5522.00000 0001 2162 9631Centre for Intensive Care and Perioperative Medicine, Jagiellonian University Medical College, ul. Wrocławska 1-3, 30 – 901 Kraków, Poland
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