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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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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
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.
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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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