Cargando…
Prognostic accuracy of the Hamilton Early Warning Score (HEWS) and the National Early Warning Score 2 (NEWS2) among hospitalized patients assessed by a rapid response team
BACKGROUND: Rapid response teams (RRTs) respond to hospitalized patients experiencing clinical deterioration and help determine subsequent management and disposition. We sought to evaluate and compare the prognostic accuracy of the Hamilton Early Warning Score (HEWS) and the National Early Warning S...
Autores principales: | , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6385382/ https://www.ncbi.nlm.nih.gov/pubmed/30791952 http://dx.doi.org/10.1186/s13054-019-2355-3 |
_version_ | 1783397190977191936 |
---|---|
author | Fernando, Shannon M. Fox-Robichaud, Alison E. Rochwerg, Bram Cardinal, Pierre Seely, Andrew J. E. Perry, Jeffrey J. McIsaac, Daniel I. Tran, Alexandre Skitch, Steven Tam, Benjamin Hickey, Michael Reardon, Peter M. Tanuseputro, Peter Kyeremanteng, Kwadwo |
author_facet | Fernando, Shannon M. Fox-Robichaud, Alison E. Rochwerg, Bram Cardinal, Pierre Seely, Andrew J. E. Perry, Jeffrey J. McIsaac, Daniel I. Tran, Alexandre Skitch, Steven Tam, Benjamin Hickey, Michael Reardon, Peter M. Tanuseputro, Peter Kyeremanteng, Kwadwo |
author_sort | Fernando, Shannon M. |
collection | PubMed |
description | BACKGROUND: Rapid response teams (RRTs) respond to hospitalized patients experiencing clinical deterioration and help determine subsequent management and disposition. We sought to evaluate and compare the prognostic accuracy of the Hamilton Early Warning Score (HEWS) and the National Early Warning Score 2 (NEWS2) for prediction of in-hospital mortality following RRT activation. We secondarily evaluated a subgroup of patients with suspected infection. METHODS: We retrospectively analyzed prospectively collected data (2012–2016) of consecutive RRT patients from two hospitals. The primary outcome was in-hospital mortality. We calculated the number needed to examine (NNE), which indicates the number of patients that need to be evaluated in order to detect one future death. RESULTS: Five thousand four hundred ninety-one patients were included, of whom 1837 (33.5%) died in-hospital. Mean age was 67.4 years, and 51.6% were male. A HEWS above the low-risk threshold (≥ 5) had a sensitivity of 75.9% (95% confidence interval (CI) 73.9–77.9) and specificity of 67.6% (95% CI 66.1–69.1) for mortality, with a NNE of 1.84. A NEWS2 above the low-risk threshold (≥ 5) had a sensitivity of 84.5% (95% CI 82.8–86.2), and specificity of 49.0% (95% CI: 47.4–50.7), with a NNE of 2.20. The area under the receiver operating characteristic curve (AUROC) was 0.76 (95% CI 0.75–0.77) for HEWS and 0.72 (95% CI: 0.71–0.74) for NEWS2. Among suspected infection patients (n = 1708), AUROC for HEWS was 0.79 (95% CI 0.76–0.81) and for NEWS2, 0.75 (95% CI 0.73–0.78). CONCLUSIONS: The HEWS has comparable clinical accuracy to NEWS2 for prediction of in-hospital mortality among RRT patients. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13054-019-2355-3) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6385382 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63853822019-03-01 Prognostic accuracy of the Hamilton Early Warning Score (HEWS) and the National Early Warning Score 2 (NEWS2) among hospitalized patients assessed by a rapid response team Fernando, Shannon M. Fox-Robichaud, Alison E. Rochwerg, Bram Cardinal, Pierre Seely, Andrew J. E. Perry, Jeffrey J. McIsaac, Daniel I. Tran, Alexandre Skitch, Steven Tam, Benjamin Hickey, Michael Reardon, Peter M. Tanuseputro, Peter Kyeremanteng, Kwadwo Crit Care Research BACKGROUND: Rapid response teams (RRTs) respond to hospitalized patients experiencing clinical deterioration and help determine subsequent management and disposition. We sought to evaluate and compare the prognostic accuracy of the Hamilton Early Warning Score (HEWS) and the National Early Warning Score 2 (NEWS2) for prediction of in-hospital mortality following RRT activation. We secondarily evaluated a subgroup of patients with suspected infection. METHODS: We retrospectively analyzed prospectively collected data (2012–2016) of consecutive RRT patients from two hospitals. The primary outcome was in-hospital mortality. We calculated the number needed to examine (NNE), which indicates the number of patients that need to be evaluated in order to detect one future death. RESULTS: Five thousand four hundred ninety-one patients were included, of whom 1837 (33.5%) died in-hospital. Mean age was 67.4 years, and 51.6% were male. A HEWS above the low-risk threshold (≥ 5) had a sensitivity of 75.9% (95% confidence interval (CI) 73.9–77.9) and specificity of 67.6% (95% CI 66.1–69.1) for mortality, with a NNE of 1.84. A NEWS2 above the low-risk threshold (≥ 5) had a sensitivity of 84.5% (95% CI 82.8–86.2), and specificity of 49.0% (95% CI: 47.4–50.7), with a NNE of 2.20. The area under the receiver operating characteristic curve (AUROC) was 0.76 (95% CI 0.75–0.77) for HEWS and 0.72 (95% CI: 0.71–0.74) for NEWS2. Among suspected infection patients (n = 1708), AUROC for HEWS was 0.79 (95% CI 0.76–0.81) and for NEWS2, 0.75 (95% CI 0.73–0.78). CONCLUSIONS: The HEWS has comparable clinical accuracy to NEWS2 for prediction of in-hospital mortality among RRT patients. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13054-019-2355-3) contains supplementary material, which is available to authorized users. BioMed Central 2019-02-21 /pmc/articles/PMC6385382/ /pubmed/30791952 http://dx.doi.org/10.1186/s13054-019-2355-3 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Fernando, Shannon M. Fox-Robichaud, Alison E. Rochwerg, Bram Cardinal, Pierre Seely, Andrew J. E. Perry, Jeffrey J. McIsaac, Daniel I. Tran, Alexandre Skitch, Steven Tam, Benjamin Hickey, Michael Reardon, Peter M. Tanuseputro, Peter Kyeremanteng, Kwadwo Prognostic accuracy of the Hamilton Early Warning Score (HEWS) and the National Early Warning Score 2 (NEWS2) among hospitalized patients assessed by a rapid response team |
title | Prognostic accuracy of the Hamilton Early Warning Score (HEWS) and the National Early Warning Score 2 (NEWS2) among hospitalized patients assessed by a rapid response team |
title_full | Prognostic accuracy of the Hamilton Early Warning Score (HEWS) and the National Early Warning Score 2 (NEWS2) among hospitalized patients assessed by a rapid response team |
title_fullStr | Prognostic accuracy of the Hamilton Early Warning Score (HEWS) and the National Early Warning Score 2 (NEWS2) among hospitalized patients assessed by a rapid response team |
title_full_unstemmed | Prognostic accuracy of the Hamilton Early Warning Score (HEWS) and the National Early Warning Score 2 (NEWS2) among hospitalized patients assessed by a rapid response team |
title_short | Prognostic accuracy of the Hamilton Early Warning Score (HEWS) and the National Early Warning Score 2 (NEWS2) among hospitalized patients assessed by a rapid response team |
title_sort | prognostic accuracy of the hamilton early warning score (hews) and the national early warning score 2 (news2) among hospitalized patients assessed by a rapid response team |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6385382/ https://www.ncbi.nlm.nih.gov/pubmed/30791952 http://dx.doi.org/10.1186/s13054-019-2355-3 |
work_keys_str_mv | AT fernandoshannonm prognosticaccuracyofthehamiltonearlywarningscorehewsandthenationalearlywarningscore2news2amonghospitalizedpatientsassessedbyarapidresponseteam AT foxrobichaudalisone prognosticaccuracyofthehamiltonearlywarningscorehewsandthenationalearlywarningscore2news2amonghospitalizedpatientsassessedbyarapidresponseteam AT rochwergbram prognosticaccuracyofthehamiltonearlywarningscorehewsandthenationalearlywarningscore2news2amonghospitalizedpatientsassessedbyarapidresponseteam AT cardinalpierre prognosticaccuracyofthehamiltonearlywarningscorehewsandthenationalearlywarningscore2news2amonghospitalizedpatientsassessedbyarapidresponseteam AT seelyandrewje prognosticaccuracyofthehamiltonearlywarningscorehewsandthenationalearlywarningscore2news2amonghospitalizedpatientsassessedbyarapidresponseteam AT perryjeffreyj prognosticaccuracyofthehamiltonearlywarningscorehewsandthenationalearlywarningscore2news2amonghospitalizedpatientsassessedbyarapidresponseteam AT mcisaacdanieli prognosticaccuracyofthehamiltonearlywarningscorehewsandthenationalearlywarningscore2news2amonghospitalizedpatientsassessedbyarapidresponseteam AT tranalexandre prognosticaccuracyofthehamiltonearlywarningscorehewsandthenationalearlywarningscore2news2amonghospitalizedpatientsassessedbyarapidresponseteam AT skitchsteven prognosticaccuracyofthehamiltonearlywarningscorehewsandthenationalearlywarningscore2news2amonghospitalizedpatientsassessedbyarapidresponseteam AT tambenjamin prognosticaccuracyofthehamiltonearlywarningscorehewsandthenationalearlywarningscore2news2amonghospitalizedpatientsassessedbyarapidresponseteam AT hickeymichael prognosticaccuracyofthehamiltonearlywarningscorehewsandthenationalearlywarningscore2news2amonghospitalizedpatientsassessedbyarapidresponseteam AT reardonpeterm prognosticaccuracyofthehamiltonearlywarningscorehewsandthenationalearlywarningscore2news2amonghospitalizedpatientsassessedbyarapidresponseteam AT tanuseputropeter prognosticaccuracyofthehamiltonearlywarningscorehewsandthenationalearlywarningscore2news2amonghospitalizedpatientsassessedbyarapidresponseteam AT kyeremantengkwadwo prognosticaccuracyofthehamiltonearlywarningscorehewsandthenationalearlywarningscore2news2amonghospitalizedpatientsassessedbyarapidresponseteam |