Cargando…
Is Age the Most Important Risk Factor in COVID-19 Patients? The Relevance of Comorbidity Burden: A Retrospective Analysis of 10,551 Hospitalizations
PURPOSE: To assess the contribution of age and comorbidity to the risk of critical illness in hospitalized COVID-19 patients using increasingly exhaustive tools for measuring comorbidity burden. PATIENTS AND METHODS: We assessed the effect of age and comorbidity burden in a retrospective, multicente...
Autores principales: | , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10319286/ https://www.ncbi.nlm.nih.gov/pubmed/37408865 http://dx.doi.org/10.2147/CLEP.S408510 |
_version_ | 1785068216768266240 |
---|---|
author | Valero-Bover, Damià Monterde, David Carot-Sans, Gerard Cainzos-Achirica, Miguel Comin-Colet, Josep Vela, Emili Clèries, Montse Folguera, Júlia Abilleira, Sònia Arrufat, Miquel Lejardi, Yolanda Solans, Òscar Dedeu, Toni Coca, Marc Pérez-Sust, Pol Pontes, Caridad Piera-Jiménez, Jordi |
author_facet | Valero-Bover, Damià Monterde, David Carot-Sans, Gerard Cainzos-Achirica, Miguel Comin-Colet, Josep Vela, Emili Clèries, Montse Folguera, Júlia Abilleira, Sònia Arrufat, Miquel Lejardi, Yolanda Solans, Òscar Dedeu, Toni Coca, Marc Pérez-Sust, Pol Pontes, Caridad Piera-Jiménez, Jordi |
author_sort | Valero-Bover, Damià |
collection | PubMed |
description | PURPOSE: To assess the contribution of age and comorbidity to the risk of critical illness in hospitalized COVID-19 patients using increasingly exhaustive tools for measuring comorbidity burden. PATIENTS AND METHODS: We assessed the effect of age and comorbidity burden in a retrospective, multicenter cohort of patients hospitalized due to COVID-19 in Catalonia (North-East Spain) between March 1, 2020, and January 31, 2022. Vaccinated individuals and those admitted within the first of the six COVID-19 epidemic waves were excluded from the primary analysis but were included in secondary analyses. The primary outcome was critical illness, defined as the need for invasive mechanical ventilation, transfer to the intensive care unit (ICU), or in-hospital death. Explanatory variables included age, sex, and four summary measures of comorbidity burden on admission extracted from three indices: the Charlson index (17 diagnostic group codes), the Elixhauser index and count (31 diagnostic group codes), and the Queralt DxS index (3145 diagnostic group codes). All models were adjusted by wave and center. The proportion of the effect of age attributable to comorbidity burden was assessed using a causal mediation analysis. RESULTS: The primary analysis included 10,551 hospitalizations due to COVID-19; of them, 3632 (34.4%) experienced critical illness. The frequency of critical illness increased with age and comorbidity burden on admission, irrespective of the measure used. In multivariate analyses, the effect size of age decreased with the number of diagnoses considered to estimate comorbidity burden. When adjusting for the Queralt DxS index, age showed a minimal contribution to critical illness; according to the causal mediation analysis, comorbidity burden on admission explained the 98.2% (95% CI 84.1–117.1%) of the observed effect of age on critical illness. CONCLUSION: Comorbidity burden (when measured exhaustively) explains better than chronological age the increased risk of critical illness observed in patients hospitalized with COVID-19. |
format | Online Article Text |
id | pubmed-10319286 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-103192862023-07-05 Is Age the Most Important Risk Factor in COVID-19 Patients? The Relevance of Comorbidity Burden: A Retrospective Analysis of 10,551 Hospitalizations Valero-Bover, Damià Monterde, David Carot-Sans, Gerard Cainzos-Achirica, Miguel Comin-Colet, Josep Vela, Emili Clèries, Montse Folguera, Júlia Abilleira, Sònia Arrufat, Miquel Lejardi, Yolanda Solans, Òscar Dedeu, Toni Coca, Marc Pérez-Sust, Pol Pontes, Caridad Piera-Jiménez, Jordi Clin Epidemiol Original Research PURPOSE: To assess the contribution of age and comorbidity to the risk of critical illness in hospitalized COVID-19 patients using increasingly exhaustive tools for measuring comorbidity burden. PATIENTS AND METHODS: We assessed the effect of age and comorbidity burden in a retrospective, multicenter cohort of patients hospitalized due to COVID-19 in Catalonia (North-East Spain) between March 1, 2020, and January 31, 2022. Vaccinated individuals and those admitted within the first of the six COVID-19 epidemic waves were excluded from the primary analysis but were included in secondary analyses. The primary outcome was critical illness, defined as the need for invasive mechanical ventilation, transfer to the intensive care unit (ICU), or in-hospital death. Explanatory variables included age, sex, and four summary measures of comorbidity burden on admission extracted from three indices: the Charlson index (17 diagnostic group codes), the Elixhauser index and count (31 diagnostic group codes), and the Queralt DxS index (3145 diagnostic group codes). All models were adjusted by wave and center. The proportion of the effect of age attributable to comorbidity burden was assessed using a causal mediation analysis. RESULTS: The primary analysis included 10,551 hospitalizations due to COVID-19; of them, 3632 (34.4%) experienced critical illness. The frequency of critical illness increased with age and comorbidity burden on admission, irrespective of the measure used. In multivariate analyses, the effect size of age decreased with the number of diagnoses considered to estimate comorbidity burden. When adjusting for the Queralt DxS index, age showed a minimal contribution to critical illness; according to the causal mediation analysis, comorbidity burden on admission explained the 98.2% (95% CI 84.1–117.1%) of the observed effect of age on critical illness. CONCLUSION: Comorbidity burden (when measured exhaustively) explains better than chronological age the increased risk of critical illness observed in patients hospitalized with COVID-19. Dove 2023-06-30 /pmc/articles/PMC10319286/ /pubmed/37408865 http://dx.doi.org/10.2147/CLEP.S408510 Text en © 2023 Valero-Bover et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Valero-Bover, Damià Monterde, David Carot-Sans, Gerard Cainzos-Achirica, Miguel Comin-Colet, Josep Vela, Emili Clèries, Montse Folguera, Júlia Abilleira, Sònia Arrufat, Miquel Lejardi, Yolanda Solans, Òscar Dedeu, Toni Coca, Marc Pérez-Sust, Pol Pontes, Caridad Piera-Jiménez, Jordi Is Age the Most Important Risk Factor in COVID-19 Patients? The Relevance of Comorbidity Burden: A Retrospective Analysis of 10,551 Hospitalizations |
title | Is Age the Most Important Risk Factor in COVID-19 Patients? The Relevance of Comorbidity Burden: A Retrospective Analysis of 10,551 Hospitalizations |
title_full | Is Age the Most Important Risk Factor in COVID-19 Patients? The Relevance of Comorbidity Burden: A Retrospective Analysis of 10,551 Hospitalizations |
title_fullStr | Is Age the Most Important Risk Factor in COVID-19 Patients? The Relevance of Comorbidity Burden: A Retrospective Analysis of 10,551 Hospitalizations |
title_full_unstemmed | Is Age the Most Important Risk Factor in COVID-19 Patients? The Relevance of Comorbidity Burden: A Retrospective Analysis of 10,551 Hospitalizations |
title_short | Is Age the Most Important Risk Factor in COVID-19 Patients? The Relevance of Comorbidity Burden: A Retrospective Analysis of 10,551 Hospitalizations |
title_sort | is age the most important risk factor in covid-19 patients? the relevance of comorbidity burden: a retrospective analysis of 10,551 hospitalizations |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10319286/ https://www.ncbi.nlm.nih.gov/pubmed/37408865 http://dx.doi.org/10.2147/CLEP.S408510 |
work_keys_str_mv | AT valeroboverdamia isagethemostimportantriskfactorincovid19patientstherelevanceofcomorbidityburdenaretrospectiveanalysisof10551hospitalizations AT monterdedavid isagethemostimportantriskfactorincovid19patientstherelevanceofcomorbidityburdenaretrospectiveanalysisof10551hospitalizations AT carotsansgerard isagethemostimportantriskfactorincovid19patientstherelevanceofcomorbidityburdenaretrospectiveanalysisof10551hospitalizations AT cainzosachiricamiguel isagethemostimportantriskfactorincovid19patientstherelevanceofcomorbidityburdenaretrospectiveanalysisof10551hospitalizations AT comincoletjosep isagethemostimportantriskfactorincovid19patientstherelevanceofcomorbidityburdenaretrospectiveanalysisof10551hospitalizations AT velaemili isagethemostimportantriskfactorincovid19patientstherelevanceofcomorbidityburdenaretrospectiveanalysisof10551hospitalizations AT cleriesmontse isagethemostimportantriskfactorincovid19patientstherelevanceofcomorbidityburdenaretrospectiveanalysisof10551hospitalizations AT folguerajulia isagethemostimportantriskfactorincovid19patientstherelevanceofcomorbidityburdenaretrospectiveanalysisof10551hospitalizations AT abilleirasonia isagethemostimportantriskfactorincovid19patientstherelevanceofcomorbidityburdenaretrospectiveanalysisof10551hospitalizations AT arrufatmiquel isagethemostimportantriskfactorincovid19patientstherelevanceofcomorbidityburdenaretrospectiveanalysisof10551hospitalizations AT lejardiyolanda isagethemostimportantriskfactorincovid19patientstherelevanceofcomorbidityburdenaretrospectiveanalysisof10551hospitalizations AT solansoscar isagethemostimportantriskfactorincovid19patientstherelevanceofcomorbidityburdenaretrospectiveanalysisof10551hospitalizations AT dedeutoni isagethemostimportantriskfactorincovid19patientstherelevanceofcomorbidityburdenaretrospectiveanalysisof10551hospitalizations AT cocamarc isagethemostimportantriskfactorincovid19patientstherelevanceofcomorbidityburdenaretrospectiveanalysisof10551hospitalizations AT perezsustpol isagethemostimportantriskfactorincovid19patientstherelevanceofcomorbidityburdenaretrospectiveanalysisof10551hospitalizations AT pontescaridad isagethemostimportantriskfactorincovid19patientstherelevanceofcomorbidityburdenaretrospectiveanalysisof10551hospitalizations AT pierajimenezjordi isagethemostimportantriskfactorincovid19patientstherelevanceofcomorbidityburdenaretrospectiveanalysisof10551hospitalizations |