The Lancet Regional Health. Europe (Jul 2022)
Prognostic implications of comorbidity patterns in critically ill COVID-19 patients: A multicenter, observational study
- Iván D. Benítez,
- Jordi de Batlle,
- Gerard Torres,
- Jessica González,
- David de Gonzalo-Calvo,
- Adriano D.S. Targa,
- Clara Gort-Paniello,
- Anna Moncusí-Moix,
- Adrián Ceccato,
- Laia Fernández-Barat,
- Ricard Ferrer,
- Dario Garcia-Gasulla,
- Rosario Menéndez,
- Anna Motos,
- Oscar Peñuelas,
- Jordi Riera,
- Jesús F. Bermejo-Martin,
- Yhivian Peñasco,
- Pilar Ricart,
- María Cruz Martin Delgado,
- Luciano Aguilera,
- Alejandro Rodríguez,
- Maria Victoria Boado Varela,
- Fernando Suarez-Sipmann,
- Juan Carlos Pozo-Laderas,
- Jordi Solé-Violan,
- Maite Nieto,
- Mariana Andrea Novo,
- José Barberán,
- Rosario Amaya Villar,
- José Garnacho-Montero,
- Jose Luis García-Garmendia,
- José M. Gómez,
- José Ángel Lorente,
- Aaron Blandino Ortiz,
- Luis Tamayo Lomas,
- Esther López-Ramos,
- Alejandro Úbeda,
- Mercedes Catalán-González,
- Angel Sánchez-Miralles,
- Ignacio Martínez Varela,
- Ruth Noemí Jorge García,
- Nieves Franco,
- Víctor D. Gumucio-Sanguino,
- Arturo Huerta Garcia,
- Elena Bustamante-Munguira,
- Luis Jorge Valdivia,
- Jesús Caballero,
- Elena Gallego,
- Amalia Martínez de la Gándara,
- Álvaro Castellanos-Ortega,
- Josep Trenado,
- Judith Marin-Corral,
- Guillermo M Albaiceta,
- Maria del Carmen de la Torre,
- Ana Loza-Vázquez,
- Pablo Vidal,
- Juan Lopez Messa,
- Jose M. Añón,
- Cristina Carbajales Pérez,
- Victor Sagredo,
- Neus Bofill,
- Nieves Carbonell,
- Lorenzo Socias,
- Carme Barberà,
- Angel Estella,
- Manuel Valledor Mendez,
- Emili Diaz,
- Ana López Lago,
- Antoni Torres,
- Ferran Barbé
Affiliations
- Iván D. Benítez
- 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
- Jordi de Batlle
- 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
- Gerard Torres
- 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
- 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
- David de Gonzalo-Calvo
- 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
- Adriano D.S. Targa
- 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
- Clara Gort-Paniello
- 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
- Anna Moncusí-Moix
- 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
- Adrián Ceccato
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Critical Care Center, ParcTaulí Hospital Universitari, Institut d'Investigació i Innovació Parc Taulí I3PT, Sabadell, Spain
- Laia Fernández-Barat
- CIBER of Respiratory Diseases (CIBERES), Institute of Health 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
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Intensive Care Department, Vall d'Hebron Hospital Universitari. SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
- Dario Garcia-Gasulla
- Barcelona Supercomputing Center (BSC), Barcelona, Spain
- Rosario Menéndez
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Pulmonology Service, University and Polytechnic Hospital La Fe, Valencia, Spain
- Anna Motos
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Department of Pneumology, Hospital Clinic of Barcelona; August Pi i Sunyer Biomedical Research Institute–IDIBAPS, University of Barcelona, Barcelona, Spain
- Oscar Peñuelas
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Hospital Universitario de Getafe, Madrid, Spain; Universidad Europea, Madrid, Spain
- Jordi Riera
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Intensive Care Department, Vall d'Hebron Hospital Universitari. SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
- Jesús F. Bermejo-Martin
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain; Group for Biomedical Research in Sepsis (BioSepsis), Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain
- Yhivian Peñasco
- Servicio de Medicina Intensiva, Hospital Universitario Marqués de Valdecilla, Santander, Spain
- Pilar Ricart
- Servei de Medicina Intensiva, Hospital Universitari Germans Trias, Badalona, Spain
- María Cruz Martin Delgado
- Hospital Universitario Torrejón- Universidad Francisco de Vitoria, Madrid, Spain
- Luciano Aguilera
- Servicio de Anestesiología y Reanimación, Hospital Universitario Basurto, Bilbao, Spain
- Alejandro Rodríguez
- Critical Care Department, Hospital Joan XXIII, Tarragona, Spain
- Maria Victoria Boado Varela
- Servicio de Medicina Intensiva, Hospital de Cruces, Baracaldo, Vizcaya, Spain
- Fernando Suarez-Sipmann
- Intensive Care Unit, Hospital Universitario La Princesa, Madrid, Spain
- Juan Carlos Pozo-Laderas
- UGC-Medicina Intensiva, Hospital Universitario Reina Sofia, Instituto Maimonides IMIBIC, Córdoba, Spain
- Jordi Solé-Violan
- Critical Care Department, Hospital Dr. Negrín Gran Canaria, Las Palmas, Gran Canaria, Spain. Universidad Fernando Pessoa, Canarias, Spain
- Maite Nieto
- Hospital Universitario de Segovia, Segovia, Spain
- Mariana Andrea Novo
- Servei de Medicina Intensiva, Hospital Universitari Son Espases, Palma de Mallorca, Illes Balears, Spain
- José Barberán
- Hospital Universitario HM Montepríncipe, Universidad San Pablo-CEU, Madrid, Spain
- Rosario Amaya Villar
- Intensive Care Clinical Unit, Hospital Universitario Virgen de Rocío, Sevilla, Spain
- José Garnacho-Montero
- Intensive Care Clinical Unit, Hospital Universitario Virgen Macarena, Seville, Spain
- Jose Luis García-Garmendia
- Intensive Care Unit, Hospital San Juan de Dios del Aljarafe, Bormujos, Sevilla, Spain
- José M. Gómez
- Hospital General Universitario Gregorio Marañón, Madrid, Spain
- José Ángel Lorente
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Hospital Universitario de Getafe, Madrid, Spain; Universidad Europea, Madrid, Spain
- Aaron Blandino Ortiz
- Servicio de Medicina Intensiva, Hospital Universitario Ramón y Cajal, Madrid, Spain
- Luis Tamayo Lomas
- Critical Care Department, Hospital Universitario Río Hortega de Valladolid, Valladolid, Spain
- Esther López-Ramos
- Servicio de Medicina Intensiva, Hospital Universitario Príncipe de Asturias, Madrid, Spain
- Alejandro Úbeda
- Servicio de Medicina Intensiva, Hospital Punta de Europa, Algeciras, Spain
- Mercedes Catalán-González
- Department of Intensive Care Medicine, Hospital Universitario 12 de Octubre, Madrid, Spain
- Angel Sánchez-Miralles
- Hospital de Sant Joan d'Alacant, Alacant, Spain
- Ignacio Martínez Varela
- Critical Care Department, Hospital Universitario Lucus Augusti, Lugo, Spain
- Ruth Noemí Jorge García
- Intensive Care Department, Hospital Nuestra Señora de Gracia, Zaragoza, Spain
- Nieves Franco
- Hospital Universitario de Móstoles, Madrid, Spain
- Víctor D. Gumucio-Sanguino
- Department of Intensive Care. Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Barcelona, Spain. Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
- Arturo Huerta Garcia
- Pulmonary and Critical Care Division; Emergency Department, Clínica Sagrada Família, Barcelona, Spain
- Elena Bustamante-Munguira
- Department of Intensive Care Medicine, Hospital Clínico Universitario Valladolid, Valladolid, Spain
- Luis Jorge Valdivia
- Hospital Universitario de León, León, Spain
- Jesús Caballero
- Critical Care Department, Hospital Universitari Arnau de Vilanova; IRBLleida, Lleida, Spain
- Elena Gallego
- Unidad de Cuidados Intensivos, Hospital Universitario San Pedro de Alcántara, Cáceres, Spain
- Amalia Martínez de la Gándara
- Department of Intensive Medicine, Hospital Universitario Infanta Leonor, Madrid, Spain
- Álvaro Castellanos-Ortega
- Servicio de medicina intensiva. Hospital Universitario y Politécnico La Fe, Valencia, Spain
- Josep Trenado
- Servicio de Medicina Intensiva, Hospital Universitario Mútua de Terrassa, Terrassa, Barcelona, Spain
- Judith Marin-Corral
- Critical Care Department, Hospital del Mar-IMIM, Barcelona, Spain
- Guillermo M Albaiceta
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Departamento de Biología Funcional. Instituto Universitario de Oncología del Principado de Asturias, Universidad de Oviedo; Instituto de Investigación Sanitaria del Principado de Asturias, Hospital Central de Asturias, Oviedo, Spain
- Maria del Carmen de la Torre
- Hospital de Mataró de Barcelona, Spain
- Ana Loza-Vázquez
- Unidad de Medicina Intensiva, Hospital Universitario Virgen de Valme, Sevilla, Spain
- Pablo Vidal
- Complexo Hospitalario Universitario de Ourense, Ourense, Spain
- Juan Lopez Messa
- Complejo Asistencial Universitario de Palencia, Palencia, Spain
- Jose M. Añón
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Servicio de Medicina Intensiva. Hospital Universitario La Paz, IdiPAZ, Madrid, Spain
- Cristina Carbajales Pérez
- Intensive Care Unit, Hospital Álvaro Cunqueiro, Vigo, Spain
- Victor Sagredo
- Hospital Universitario de Salamanca, Salamanca, Spain
- Neus Bofill
- Department of Physical Medicine and Rehabilitation, Hospital Verge de la Cinta, Tortosa, Tarragona, Spain
- Nieves Carbonell
- Intensive Care Unit, Hospital Clínico y Universitario de Valencia, Valencia, Spain
- Lorenzo Socias
- Intensive Care Unit, Hospital Son Llàtzer, Palma de Mallorca, Illes Balears, Spain
- Carme Barberà
- Hospital Santa Maria; IRBLleida, Lleida, Spain
- Angel Estella
- Intensive Care Unit, University Hospital of Jerez. Medicine Department University of Cadiz. INiBICA, Spain
- Manuel Valledor Mendez
- Hospital Universitario San Agustín, Asturias, Spain
- Emili Diaz
- Department of Medicine, Universitat Autònoma de Barcelona (UAB); Critical Care Department, Corporació Sanitària Parc Taulí, Sabadell, Barcelona, Spain
- Ana López Lago
- Department of Intensive care Medicine, Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, Spain
- Antoni Torres
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain; Department of Pneumology, Hospital Clinic of Barcelona; August Pi i Sunyer Biomedical Research Institute–IDIBAPS, University of Barcelona, Barcelona, Spain
- Ferran Barbé
- 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; Corresponding author at: University Hospital Arnau de Vilanova and Santa Maria, Translational Research in Respiratory Medicine, IRBLleida, Avda Alcalde Rovira Roure 80, 25198 Lleida, Spain.
- Journal volume & issue
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Vol. 18
p. 100422
Abstract
Summary: Background: The clinical heterogeneity of COVID-19 suggests the existence of different phenotypes with prognostic implications. We aimed to analyze comorbidity patterns in critically ill COVID-19 patients and assess their impact on in-hospital outcomes, response to treatment and sequelae. Methods: Multicenter prospective/retrospective observational study in intensive care units of 55 Spanish hospitals. 5866 PCR-confirmed COVID-19 patients had comorbidities recorded at hospital admission; clinical and biological parameters, in-hospital procedures and complications throughout the stay; and, clinical complications, persistent symptoms and sequelae at 3 and 6 months. Findings: Latent class analysis identified 3 phenotypes using training and test subcohorts: low-morbidity (n=3385; 58%), younger and with few comorbidities; high-morbidity (n=2074; 35%), with high comorbid burden; and renal-morbidity (n=407; 7%), with chronic kidney disease (CKD), high comorbidity burden and the worst oxygenation profile. Renal-morbidity and high-morbidity had more in-hospital complications and higher mortality risk than low-morbidity (adjusted HR (95% CI): 1.57 (1.34-1.84) and 1.16 (1.05-1.28), respectively). Corticosteroids, but not tocilizumab, were associated with lower mortality risk (HR (95% CI) 0.76 (0.63-0.93)), especially in renal-morbidity and high-morbidity. Renal-morbidity and high-morbidity showed the worst lung function throughout the follow-up, with renal-morbidity having the highest risk of infectious complications (6%), emergency visits (29%) or hospital readmissions (14%) at 6 months (p<0.01). Interpretation: Comorbidity-based phenotypes were identified and associated with different expression of in-hospital complications, mortality, treatment response, and sequelae, with CKD playing a major role. This could help clinicians in day-to-day decision making including the management of post-discharge COVID-19 sequelae. Funding: ISCIII, UNESPA, CIBERES, FEDER, ESF.