Multimorbidity and COVID-19 Outcomes in the Emergency Department: Is the Association Mediated by the Severity of the Condition at Admission?

<b>Background/Objectives:</b> Charlson Comorbidity Index (CCI) is one of the most reliable indicators to assess the impact of multimorbidity on COVID-19-related outcomes. Moreover, the patient's clinical conditions are associated with SARS-CoV-2 outcomes. This study aimed to analyze the association between multimorbidity and COVID-19-related outcomes, evaluating whether the National Early Warning Score 2 (NEWS2) mediated these associations. <b>Methods:</b> Data were obtained through the platform "EPICLIN". We analyzed all patients who tested positive for COVID-19 after accessing the emergency department (ED) of San Luigi Gonzaga (Orbassano) and Molinette (Turin) hospitals from 1 March to 30 June 2020. Different outcomes were assessed: non-discharge from the ED, 30-day mortality, ICU admission/death among hospitalized patients, and length of hospitalization among surviving patients. Two subgroups of patients (<65 and 65+ years old) were analyzed using logistic regressions, Cox models, and mediation analyses. <b>Results:</b> There was a greater risk of not being discharged or dying among those who were younger and with CCI ≥ 2. Moreover, the higher the CCI, the longer the length of hospitalization. Considering older subjects, a greater CCI was associated with a higher risk of death. Regarding the mediation analyses, multimorbidity significantly impacted the hospitalization length and not being discharged in the younger population. Instead, in the older population, the NEWS2 played a mediation role. <b>Conclusions:</b> This research showed that multimorbidity is a risk factor for a worse prognosis of COVID-19. Moreover, there was a strong direct effect of CCI on not being discharged, and the NEWS2 was found to act as mediator in the association between multimorbidity and COVID-19-related outcomes.

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Journal
Journal of Clinical Medicine
Published
2024-11-26
DOI
https://doi.org/10.3390/jcm13237182
Primary Topic
Chronic Disease Management Strategies
Type
article
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article

Multimorbidity and COVID-19 Outcomes in the Emergency Department: Is the Association Mediated by the Severity of the Condition at Admission?

Adriana Boccuzzi, Cinzia Destefanis, Alessandra Macciotta, Kibrom Teklay Gebru et al.
1 links
Journal of Clinical Medicine
Chronic Disease Management Strategies
article

Multimorbidity and COVID-19 Outcomes in the Emergency Department: Is the Association Mediated by the Severity of the Condition at Admission?

Adriana Boccuzzi, Cinzia Destefanis, Alessandra Macciotta, Kibrom Teklay Gebru, Alberto Catalano, Valeria Caramello, Carlotta Sacerdote, Fulvio Ricceri, Eva Pagano, Lisa Padroni, Giovannino Ciccone, Lorenzo Milani, Marı́a Teresa Giraudo, Barbara Sodano, Marco Alvich
article en

Abstract

<b>Background/Objectives:</b> Charlson Comorbidity Index (CCI) is one of the most reliable indicators to assess the impact of multimorbidity on COVID-19-related outcomes. Moreover, the patient's clinical conditions are associated with SARS-CoV-2 outcomes. This study aimed to analyze the association between multimorbidity and COVID-19-related outcomes, evaluating whether the National Early Warning Score 2 (NEWS2) mediated these associations. <b>Methods:</b> Data were obtained through the platform "EPICLIN". We analyzed all patients who tested positive for COVID-19 after accessing the emergency department (ED) of San Luigi Gonzaga (Orbassano) and Molinette (Turin) hospitals from 1 March to 30 June 2020. Different outcomes were assessed: non-discharge from the ED, 30-day mortality, ICU admission/death among hospitalized patients, and length of hospitalization among surviving patients. Two subgroups of patients (<65 and 65+ years old) were analyzed using logistic regressions, Cox models, and mediation analyses. <b>Results:</b> There was a greater risk of not being discharged or dying among those who were younger and with CCI ≥ 2. Moreover, the higher the CCI, the longer the length of hospitalization. Considering older subjects, a greater CCI was associated with a higher risk of death. Regarding the mediation analyses, multimorbidity significantly impacted the hospitalization length and not being discharged in the younger population. Instead, in the older population, the NEWS2 played a mediation role. <b>Conclusions:</b> This research showed that multimorbidity is a risk factor for a worse prognosis of COVID-19. Moreover, there was a strong direct effect of CCI on not being discharged, and the NEWS2 was found to act as mediator in the association between multimorbidity and COVID-19-related outcomes.

Journal of Clinical MedicineVol. 13(23)
Università degli Studi del Piemonte Orientale “Amedeo Avogadro” (IT), Azienda Ospedaliera Citta' della Salute e della Scienza di Torino (IT), Ospedale San Luigi Gonzaga (IT), Novamont (Italy) (IT), University of Florence (IT), University of Turin (IT)
Good health and well-being
Openalex Percentile: Top 68%
Chronic Disease Management Strategies
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