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Ability of the National Early Warning Score and its respiratory and haemodynamic subcomponents to predict short-term mortality on general wards: a prospective three-centre observational study in Finland

OBJECTIVES: To validate the ability of the National Early Warning Score (NEWS) to predict short-term mortality on hospital wards, with a special reference to the NEWS’s respiratory and haemodynamic subcomponents. DESIGN: A large, 1-year, prospective, observational three-centre study. First measured...

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Autores principales: Loisa, Eetu, Kallonen, Antti, Hoppu, Sanna, Tirkkonen, Joonas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9045111/
https://www.ncbi.nlm.nih.gov/pubmed/35473725
http://dx.doi.org/10.1136/bmjopen-2021-055752
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author Loisa, Eetu
Kallonen, Antti
Hoppu, Sanna
Tirkkonen, Joonas
author_facet Loisa, Eetu
Kallonen, Antti
Hoppu, Sanna
Tirkkonen, Joonas
author_sort Loisa, Eetu
collection PubMed
description OBJECTIVES: To validate the ability of the National Early Warning Score (NEWS) to predict short-term mortality on hospital wards, with a special reference to the NEWS’s respiratory and haemodynamic subcomponents. DESIGN: A large, 1-year, prospective, observational three-centre study. First measured vital sign datasets on general wards were prospectively collected using a mobile solution system during routine patient care. Area under receiver operator characteristic curves were constructed, and comparisons between ROC curves were conducted with Delong’s test for two correlated ROC curves. SETTING: One university hospital and two regional hospitals in Finland. PARTICIPANTS: All 19 001 adult patients admitted to 45 general wards in the three hospitals over the 1-year study period. After excluding 102/19 001 patients (0.53%) with data on some vital signs missing, the final cohort consisted of 18 889 patients with full datasets. PRIMARY AND SECONDARY OUTCOME MEASURES: The primary outcome measure was 1-day mortality and secondary outcomes were 2-day and 30-day mortality rates. RESULTS: Patients’ median age was 70 years, 51% were male and 31% had a surgical reason for admission. The 1-day mortality was 0.36% and the 30-day mortality was 3.9%. The NEWS discriminated 1-day non-survivors with excellent accuracy (AUROC 0.91, 95% CI 0.87 to 0.95) and 30-day mortality with acceptable accuracy (0.75, 95% CI 0.73 to 0.77). The NEWS’s respiratory rate component discriminated 1-day non-survivors better (0.78, 95% CI 0.72 to 0.84) as compared with the oxygen saturation (0.66, 95% CI 0.59 to 0.73), systolic blood pressure (0.65, 95% CI 0.59 to 0.72) and heart rate (0.67, 95% CI 0.61 to 0.74) subcomponents (p<0.01 in all ROC comparisons). As with the total NEWS, the discriminative performance of the individual score components decreased substantially for the 30-day mortality. CONCLUSIONS: NEWS discriminated general ward patients at risk for acute death with excellent statistical accuracy. The respiratory rate component is especially strongly associated with short-term mortality. TRIAL REGISTRATION NUMBER: NCT04055350.
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spelling pubmed-90451112022-05-11 Ability of the National Early Warning Score and its respiratory and haemodynamic subcomponents to predict short-term mortality on general wards: a prospective three-centre observational study in Finland Loisa, Eetu Kallonen, Antti Hoppu, Sanna Tirkkonen, Joonas BMJ Open Emergency Medicine OBJECTIVES: To validate the ability of the National Early Warning Score (NEWS) to predict short-term mortality on hospital wards, with a special reference to the NEWS’s respiratory and haemodynamic subcomponents. DESIGN: A large, 1-year, prospective, observational three-centre study. First measured vital sign datasets on general wards were prospectively collected using a mobile solution system during routine patient care. Area under receiver operator characteristic curves were constructed, and comparisons between ROC curves were conducted with Delong’s test for two correlated ROC curves. SETTING: One university hospital and two regional hospitals in Finland. PARTICIPANTS: All 19 001 adult patients admitted to 45 general wards in the three hospitals over the 1-year study period. After excluding 102/19 001 patients (0.53%) with data on some vital signs missing, the final cohort consisted of 18 889 patients with full datasets. PRIMARY AND SECONDARY OUTCOME MEASURES: The primary outcome measure was 1-day mortality and secondary outcomes were 2-day and 30-day mortality rates. RESULTS: Patients’ median age was 70 years, 51% were male and 31% had a surgical reason for admission. The 1-day mortality was 0.36% and the 30-day mortality was 3.9%. The NEWS discriminated 1-day non-survivors with excellent accuracy (AUROC 0.91, 95% CI 0.87 to 0.95) and 30-day mortality with acceptable accuracy (0.75, 95% CI 0.73 to 0.77). The NEWS’s respiratory rate component discriminated 1-day non-survivors better (0.78, 95% CI 0.72 to 0.84) as compared with the oxygen saturation (0.66, 95% CI 0.59 to 0.73), systolic blood pressure (0.65, 95% CI 0.59 to 0.72) and heart rate (0.67, 95% CI 0.61 to 0.74) subcomponents (p<0.01 in all ROC comparisons). As with the total NEWS, the discriminative performance of the individual score components decreased substantially for the 30-day mortality. CONCLUSIONS: NEWS discriminated general ward patients at risk for acute death with excellent statistical accuracy. The respiratory rate component is especially strongly associated with short-term mortality. TRIAL REGISTRATION NUMBER: NCT04055350. BMJ Publishing Group 2022-04-25 /pmc/articles/PMC9045111/ /pubmed/35473725 http://dx.doi.org/10.1136/bmjopen-2021-055752 Text en © Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) .
spellingShingle Emergency Medicine
Loisa, Eetu
Kallonen, Antti
Hoppu, Sanna
Tirkkonen, Joonas
Ability of the National Early Warning Score and its respiratory and haemodynamic subcomponents to predict short-term mortality on general wards: a prospective three-centre observational study in Finland
title Ability of the National Early Warning Score and its respiratory and haemodynamic subcomponents to predict short-term mortality on general wards: a prospective three-centre observational study in Finland
title_full Ability of the National Early Warning Score and its respiratory and haemodynamic subcomponents to predict short-term mortality on general wards: a prospective three-centre observational study in Finland
title_fullStr Ability of the National Early Warning Score and its respiratory and haemodynamic subcomponents to predict short-term mortality on general wards: a prospective three-centre observational study in Finland
title_full_unstemmed Ability of the National Early Warning Score and its respiratory and haemodynamic subcomponents to predict short-term mortality on general wards: a prospective three-centre observational study in Finland
title_short Ability of the National Early Warning Score and its respiratory and haemodynamic subcomponents to predict short-term mortality on general wards: a prospective three-centre observational study in Finland
title_sort ability of the national early warning score and its respiratory and haemodynamic subcomponents to predict short-term mortality on general wards: a prospective three-centre observational study in finland
topic Emergency Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9045111/
https://www.ncbi.nlm.nih.gov/pubmed/35473725
http://dx.doi.org/10.1136/bmjopen-2021-055752
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