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Prognostic implications of comorbidity patterns in critically ill COVID-19 patients: A multicenter, observational study
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: M...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9148543/ https://www.ncbi.nlm.nih.gov/pubmed/35655660 http://dx.doi.org/10.1016/j.lanepe.2022.100422 |
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author | Benítez, Iván D. de Batlle, Jordi Torres, Gerard González, Jessica de Gonzalo-Calvo, David Targa, Adriano D.S. Gort-Paniello, Clara Moncusí-Moix, Anna Ceccato, Adrián Fernández-Barat, Laia Ferrer, Ricard Garcia-Gasulla, Dario Menéndez, Rosario Motos, Anna Peñuelas, Oscar Riera, Jordi Bermejo-Martin, Jesús F. Peñasco, Yhivian Ricart, Pilar Martin Delgado, María Cruz Aguilera, Luciano Rodríguez, Alejandro Boado Varela, Maria Victoria Suarez-Sipmann, Fernando Pozo-Laderas, Juan Carlos Solé-Violan, Jordi Nieto, Maite Novo, Mariana Andrea Barberán, José Amaya Villar, Rosario Garnacho-Montero, José García-Garmendia, Jose Luis Gómez, José M. Lorente, José Ángel Blandino Ortiz, Aaron Tamayo Lomas, Luis López-Ramos, Esther Úbeda, Alejandro Catalán-González, Mercedes Sánchez-Miralles, Angel Martínez Varela, Ignacio Jorge García, Ruth Noemí Franco, Nieves Gumucio-Sanguino, Víctor D. Huerta Garcia, Arturo Bustamante-Munguira, Elena Valdivia, Luis Jorge Caballero, Jesús Gallego, Elena Martínez de la Gándara, Amalia Castellanos-Ortega, Álvaro Trenado, Josep Marin-Corral, Judith Albaiceta, Guillermo M de la Torre, Maria del Carmen Loza-Vázquez, Ana Vidal, Pablo Lopez Messa, Juan Añón, Jose M. Carbajales Pérez, Cristina Sagredo, Victor Bofill, Neus Carbonell, Nieves Socias, Lorenzo Barberà, Carme Estella, Angel Valledor Mendez, Manuel Diaz, Emili López Lago, Ana Torres, Antoni Barbé, Ferran |
author_facet | Benítez, Iván D. de Batlle, Jordi Torres, Gerard González, Jessica de Gonzalo-Calvo, David Targa, Adriano D.S. Gort-Paniello, Clara Moncusí-Moix, Anna Ceccato, Adrián Fernández-Barat, Laia Ferrer, Ricard Garcia-Gasulla, Dario Menéndez, Rosario Motos, Anna Peñuelas, Oscar Riera, Jordi Bermejo-Martin, Jesús F. Peñasco, Yhivian Ricart, Pilar Martin Delgado, María Cruz Aguilera, Luciano Rodríguez, Alejandro Boado Varela, Maria Victoria Suarez-Sipmann, Fernando Pozo-Laderas, Juan Carlos Solé-Violan, Jordi Nieto, Maite Novo, Mariana Andrea Barberán, José Amaya Villar, Rosario Garnacho-Montero, José García-Garmendia, Jose Luis Gómez, José M. Lorente, José Ángel Blandino Ortiz, Aaron Tamayo Lomas, Luis López-Ramos, Esther Úbeda, Alejandro Catalán-González, Mercedes Sánchez-Miralles, Angel Martínez Varela, Ignacio Jorge García, Ruth Noemí Franco, Nieves Gumucio-Sanguino, Víctor D. Huerta Garcia, Arturo Bustamante-Munguira, Elena Valdivia, Luis Jorge Caballero, Jesús Gallego, Elena Martínez de la Gándara, Amalia Castellanos-Ortega, Álvaro Trenado, Josep Marin-Corral, Judith Albaiceta, Guillermo M de la Torre, Maria del Carmen Loza-Vázquez, Ana Vidal, Pablo Lopez Messa, Juan Añón, Jose M. Carbajales Pérez, Cristina Sagredo, Victor Bofill, Neus Carbonell, Nieves Socias, Lorenzo Barberà, Carme Estella, Angel Valledor Mendez, Manuel Diaz, Emili López Lago, Ana Torres, Antoni Barbé, Ferran |
author_sort | Benítez, Iván D. |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9148543 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-91485432022-05-31 Prognostic implications of comorbidity patterns in critically ill COVID-19 patients: A multicenter, observational study Benítez, Iván D. de Batlle, Jordi Torres, Gerard González, Jessica de Gonzalo-Calvo, David Targa, Adriano D.S. Gort-Paniello, Clara Moncusí-Moix, Anna Ceccato, Adrián Fernández-Barat, Laia Ferrer, Ricard Garcia-Gasulla, Dario Menéndez, Rosario Motos, Anna Peñuelas, Oscar Riera, Jordi Bermejo-Martin, Jesús F. Peñasco, Yhivian Ricart, Pilar Martin Delgado, María Cruz Aguilera, Luciano Rodríguez, Alejandro Boado Varela, Maria Victoria Suarez-Sipmann, Fernando Pozo-Laderas, Juan Carlos Solé-Violan, Jordi Nieto, Maite Novo, Mariana Andrea Barberán, José Amaya Villar, Rosario Garnacho-Montero, José García-Garmendia, Jose Luis Gómez, José M. Lorente, José Ángel Blandino Ortiz, Aaron Tamayo Lomas, Luis López-Ramos, Esther Úbeda, Alejandro Catalán-González, Mercedes Sánchez-Miralles, Angel Martínez Varela, Ignacio Jorge García, Ruth Noemí Franco, Nieves Gumucio-Sanguino, Víctor D. Huerta Garcia, Arturo Bustamante-Munguira, Elena Valdivia, Luis Jorge Caballero, Jesús Gallego, Elena Martínez de la Gándara, Amalia Castellanos-Ortega, Álvaro Trenado, Josep Marin-Corral, Judith Albaiceta, Guillermo M de la Torre, Maria del Carmen Loza-Vázquez, Ana Vidal, Pablo Lopez Messa, Juan Añón, Jose M. Carbajales Pérez, Cristina Sagredo, Victor Bofill, Neus Carbonell, Nieves Socias, Lorenzo Barberà, Carme Estella, Angel Valledor Mendez, Manuel Diaz, Emili López Lago, Ana Torres, Antoni Barbé, Ferran Lancet Reg Health Eur Articles 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. Elsevier 2022-05-29 /pmc/articles/PMC9148543/ /pubmed/35655660 http://dx.doi.org/10.1016/j.lanepe.2022.100422 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Articles Benítez, Iván D. de Batlle, Jordi Torres, Gerard González, Jessica de Gonzalo-Calvo, David Targa, Adriano D.S. Gort-Paniello, Clara Moncusí-Moix, Anna Ceccato, Adrián Fernández-Barat, Laia Ferrer, Ricard Garcia-Gasulla, Dario Menéndez, Rosario Motos, Anna Peñuelas, Oscar Riera, Jordi Bermejo-Martin, Jesús F. Peñasco, Yhivian Ricart, Pilar Martin Delgado, María Cruz Aguilera, Luciano Rodríguez, Alejandro Boado Varela, Maria Victoria Suarez-Sipmann, Fernando Pozo-Laderas, Juan Carlos Solé-Violan, Jordi Nieto, Maite Novo, Mariana Andrea Barberán, José Amaya Villar, Rosario Garnacho-Montero, José García-Garmendia, Jose Luis Gómez, José M. Lorente, José Ángel Blandino Ortiz, Aaron Tamayo Lomas, Luis López-Ramos, Esther Úbeda, Alejandro Catalán-González, Mercedes Sánchez-Miralles, Angel Martínez Varela, Ignacio Jorge García, Ruth Noemí Franco, Nieves Gumucio-Sanguino, Víctor D. Huerta Garcia, Arturo Bustamante-Munguira, Elena Valdivia, Luis Jorge Caballero, Jesús Gallego, Elena Martínez de la Gándara, Amalia Castellanos-Ortega, Álvaro Trenado, Josep Marin-Corral, Judith Albaiceta, Guillermo M de la Torre, Maria del Carmen Loza-Vázquez, Ana Vidal, Pablo Lopez Messa, Juan Añón, Jose M. Carbajales Pérez, Cristina Sagredo, Victor Bofill, Neus Carbonell, Nieves Socias, Lorenzo Barberà, Carme Estella, Angel Valledor Mendez, Manuel Diaz, Emili López Lago, Ana Torres, Antoni Barbé, Ferran Prognostic implications of comorbidity patterns in critically ill COVID-19 patients: A multicenter, observational study |
title | Prognostic implications of comorbidity patterns in critically ill COVID-19 patients: A multicenter, observational study |
title_full | Prognostic implications of comorbidity patterns in critically ill COVID-19 patients: A multicenter, observational study |
title_fullStr | Prognostic implications of comorbidity patterns in critically ill COVID-19 patients: A multicenter, observational study |
title_full_unstemmed | Prognostic implications of comorbidity patterns in critically ill COVID-19 patients: A multicenter, observational study |
title_short | Prognostic implications of comorbidity patterns in critically ill COVID-19 patients: A multicenter, observational study |
title_sort | prognostic implications of comorbidity patterns in critically ill covid-19 patients: a multicenter, observational study |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9148543/ https://www.ncbi.nlm.nih.gov/pubmed/35655660 http://dx.doi.org/10.1016/j.lanepe.2022.100422 |
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