The high volume of patients admitted during the SARS-CoV-2 pandemic has an independent harmful impact on in-hospital mortality from COVID-19.


Journal

PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081

Informations de publication

Date de publication:
2021
Historique:
received: 02 12 2020
accepted: 14 01 2021
entrez: 28 1 2021
pubmed: 29 1 2021
medline: 25 2 2021
Statut: epublish

Résumé

During the Coronavirus disease 2019 (COVID-19) pandemic, advanced health systems have come under pressure by the unprecedented high volume of patients needing urgent care. The impact on mortality of this "patients' burden" has not been determined. Through retrieval of administrative data from a large referral hospital of Northern Italy, we determined Aalen-Johansen cumulative incidence curves to describe the in-hospital mortality, stratified by fixed covariates. Age- and sex-adjusted Cox models were used to quantify the effect on mortality of variables deemed to reflect the stress on the hospital system, namely the time-dependent number of daily admissions and of total hospitalized patients, and the calendar period. Of the 1225 subjects hospitalized for COVID-19 between February 20 and May 13, 283 died (30-day mortality rate 24%) after a median follow-up of 14 days (interquartile range 5-19). Hospitalizations increased progressively until a peak of 465 subjects on March 26, then declined. The risk of death, adjusted for age and sex, increased for a higher number of daily admissions (adjusted hazard ratio [AHR] per an incremental daily admission of 10 patients: 1.13, 95% Confidence Intervals [CI] 1.05-1.22, p = 0.0014), and for a higher total number of hospitalized patients (AHR per an increase of 50 patients in the total number of hospitalized subjects: 1.11, 95%CI 1.04-1.17, p = 0.0004), while was lower for the calendar period after the peak (AHR 0.56, 95%CI 0.43-0.72, p<0.0001). A validation was conducted on a dataset from another hospital where 500 subjects were hospitalized for COVID-19 in the same period. Figures were consistent in terms of impact of daily admissions, daily census, and calendar period on in-hospital mortality. The pressure of a high volume of severely ill patients suffering from COVID-19 has a measurable independent impact on in-hospital mortality.

Sections du résumé

BACKGROUND
During the Coronavirus disease 2019 (COVID-19) pandemic, advanced health systems have come under pressure by the unprecedented high volume of patients needing urgent care. The impact on mortality of this "patients' burden" has not been determined.
METHODS AND FINDINGS
Through retrieval of administrative data from a large referral hospital of Northern Italy, we determined Aalen-Johansen cumulative incidence curves to describe the in-hospital mortality, stratified by fixed covariates. Age- and sex-adjusted Cox models were used to quantify the effect on mortality of variables deemed to reflect the stress on the hospital system, namely the time-dependent number of daily admissions and of total hospitalized patients, and the calendar period. Of the 1225 subjects hospitalized for COVID-19 between February 20 and May 13, 283 died (30-day mortality rate 24%) after a median follow-up of 14 days (interquartile range 5-19). Hospitalizations increased progressively until a peak of 465 subjects on March 26, then declined. The risk of death, adjusted for age and sex, increased for a higher number of daily admissions (adjusted hazard ratio [AHR] per an incremental daily admission of 10 patients: 1.13, 95% Confidence Intervals [CI] 1.05-1.22, p = 0.0014), and for a higher total number of hospitalized patients (AHR per an increase of 50 patients in the total number of hospitalized subjects: 1.11, 95%CI 1.04-1.17, p = 0.0004), while was lower for the calendar period after the peak (AHR 0.56, 95%CI 0.43-0.72, p<0.0001). A validation was conducted on a dataset from another hospital where 500 subjects were hospitalized for COVID-19 in the same period. Figures were consistent in terms of impact of daily admissions, daily census, and calendar period on in-hospital mortality.
CONCLUSIONS
The pressure of a high volume of severely ill patients suffering from COVID-19 has a measurable independent impact on in-hospital mortality.

Identifiants

pubmed: 33507954
doi: 10.1371/journal.pone.0246170
pii: PONE-D-20-37737
pmc: PMC7842950
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

e0246170

Déclaration de conflit d'intérêts

The authors have declared that no competing interests exist.

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Auteurs

Alessandro Soria (A)

Clinic of Infectious Diseases, San Gerardo Hospital, School of Medicine and Surgery, University of Milano - Bicocca, Monza, Italy.

Stefania Galimberti (S)

Bicocca Bioinformatics, Biostatistics and Bioimaging Center B4, School of Medicine and Surgery, University of Milano - Bicocca, Monza, Italy.

Giuseppe Lapadula (G)

Clinic of Infectious Diseases, San Gerardo Hospital, School of Medicine and Surgery, University of Milano - Bicocca, Monza, Italy.

Francesca Visco (F)

Medical Direction, Edoardo Bassini Hospital, Cinisello Balsamo, Italy.

Agata Ardini (A)

Medical Direction, Edoardo Bassini Hospital, Cinisello Balsamo, Italy.

Maria Grazia Valsecchi (MG)

Bicocca Bioinformatics, Biostatistics and Bioimaging Center B4, School of Medicine and Surgery, University of Milano - Bicocca, Monza, Italy.

Paolo Bonfanti (P)

Clinic of Infectious Diseases, San Gerardo Hospital, School of Medicine and Surgery, University of Milano - Bicocca, Monza, Italy.

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