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The effect of COVID-19 epidemic on vital signs in hospitalized patients: a pre-post heat-map study from a large teaching hospital
The Lombardy SARS-CoV-2 outbreak in February 2020 represented the beginning of COVID-19 epidemic in Italy. Hospitals were flooded by thousands of patients with bilateral pneumonia and severe respiratory, and vital sign derangements compared to the standard hospital population. We propose a new visua...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8108436/ https://www.ncbi.nlm.nih.gov/pubmed/33970387 http://dx.doi.org/10.1007/s10877-021-00715-y |
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author | Caruso, Pier Francesco Angelotti, Giovanni Greco, Massimiliano Albini, Marco Savevski, Victor Azzolini, Elena Briani, Martina Ciccarelli, Michele Aghemo, Alessio Kurihara, Hayato Voza, Antonio Badalamenti, Salvatore Lagioia, Michele Cecconi, Maurizio |
author_facet | Caruso, Pier Francesco Angelotti, Giovanni Greco, Massimiliano Albini, Marco Savevski, Victor Azzolini, Elena Briani, Martina Ciccarelli, Michele Aghemo, Alessio Kurihara, Hayato Voza, Antonio Badalamenti, Salvatore Lagioia, Michele Cecconi, Maurizio |
author_sort | Caruso, Pier Francesco |
collection | PubMed |
description | The Lombardy SARS-CoV-2 outbreak in February 2020 represented the beginning of COVID-19 epidemic in Italy. Hospitals were flooded by thousands of patients with bilateral pneumonia and severe respiratory, and vital sign derangements compared to the standard hospital population. We propose a new visual analysis technique using heat maps to describe the impact of COVID-19 epidemic on vital sign anomalies in hospitalized patients. We conducted an electronic health record study, including all confirmed COVID-19 patients hospitalized from February 21st, 2020 to April 21st, 2020 as cases, and all non-COVID-19 patients hospitalized in the same wards from January 1st, 2018 to December 31st, 2018. All data on temperature, peripheral oxygen saturation, respiratory rate, arterial blood pressure, and heart rate were retrieved. Derangement of vital signs was defined according to predefined thresholds. 470 COVID-19 patients and 9241 controls were included. Cases were older than controls, with a median age of 79 vs 76 years in non survivors (p = < 0.002). Gender was not associated with mortality. Overall mortality in COVID-19 hospitalized patients was 18%, ranging from 1.4% in patients below 65 years to about 30% in patients over 65 years. Heat maps analysis demonstrated that COVID-19 patients had an increased frequency in episodes of compromised respiratory rate, acute desaturation, and fever. COVID-19 epidemic profoundly affected the incidence of severe derangements in vital signs in a large academic hospital. We validated heat maps as a method to analyze the clinical stability of hospitalized patients. This method may help to improve resource allocation according to patient characteristics. |
format | Online Article Text |
id | pubmed-8108436 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-81084362021-05-11 The effect of COVID-19 epidemic on vital signs in hospitalized patients: a pre-post heat-map study from a large teaching hospital Caruso, Pier Francesco Angelotti, Giovanni Greco, Massimiliano Albini, Marco Savevski, Victor Azzolini, Elena Briani, Martina Ciccarelli, Michele Aghemo, Alessio Kurihara, Hayato Voza, Antonio Badalamenti, Salvatore Lagioia, Michele Cecconi, Maurizio J Clin Monit Comput Original Research The Lombardy SARS-CoV-2 outbreak in February 2020 represented the beginning of COVID-19 epidemic in Italy. Hospitals were flooded by thousands of patients with bilateral pneumonia and severe respiratory, and vital sign derangements compared to the standard hospital population. We propose a new visual analysis technique using heat maps to describe the impact of COVID-19 epidemic on vital sign anomalies in hospitalized patients. We conducted an electronic health record study, including all confirmed COVID-19 patients hospitalized from February 21st, 2020 to April 21st, 2020 as cases, and all non-COVID-19 patients hospitalized in the same wards from January 1st, 2018 to December 31st, 2018. All data on temperature, peripheral oxygen saturation, respiratory rate, arterial blood pressure, and heart rate were retrieved. Derangement of vital signs was defined according to predefined thresholds. 470 COVID-19 patients and 9241 controls were included. Cases were older than controls, with a median age of 79 vs 76 years in non survivors (p = < 0.002). Gender was not associated with mortality. Overall mortality in COVID-19 hospitalized patients was 18%, ranging from 1.4% in patients below 65 years to about 30% in patients over 65 years. Heat maps analysis demonstrated that COVID-19 patients had an increased frequency in episodes of compromised respiratory rate, acute desaturation, and fever. COVID-19 epidemic profoundly affected the incidence of severe derangements in vital signs in a large academic hospital. We validated heat maps as a method to analyze the clinical stability of hospitalized patients. This method may help to improve resource allocation according to patient characteristics. Springer Netherlands 2021-05-10 2022 /pmc/articles/PMC8108436/ /pubmed/33970387 http://dx.doi.org/10.1007/s10877-021-00715-y Text en © The Author(s), under exclusive licence to Springer Nature B.V. 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Research Caruso, Pier Francesco Angelotti, Giovanni Greco, Massimiliano Albini, Marco Savevski, Victor Azzolini, Elena Briani, Martina Ciccarelli, Michele Aghemo, Alessio Kurihara, Hayato Voza, Antonio Badalamenti, Salvatore Lagioia, Michele Cecconi, Maurizio The effect of COVID-19 epidemic on vital signs in hospitalized patients: a pre-post heat-map study from a large teaching hospital |
title | The effect of COVID-19 epidemic on vital signs in hospitalized patients: a pre-post heat-map study from a large teaching hospital |
title_full | The effect of COVID-19 epidemic on vital signs in hospitalized patients: a pre-post heat-map study from a large teaching hospital |
title_fullStr | The effect of COVID-19 epidemic on vital signs in hospitalized patients: a pre-post heat-map study from a large teaching hospital |
title_full_unstemmed | The effect of COVID-19 epidemic on vital signs in hospitalized patients: a pre-post heat-map study from a large teaching hospital |
title_short | The effect of COVID-19 epidemic on vital signs in hospitalized patients: a pre-post heat-map study from a large teaching hospital |
title_sort | effect of covid-19 epidemic on vital signs in hospitalized patients: a pre-post heat-map study from a large teaching hospital |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8108436/ https://www.ncbi.nlm.nih.gov/pubmed/33970387 http://dx.doi.org/10.1007/s10877-021-00715-y |
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