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Validating a novel index (SWAT-Bp) to predict mortality risk of community-acquired pneumonia in Malawi
BACKGROUND: Community-acquired pneumonia is a major cause of mortality worldwide. Early assessment and initiation of management improves outcomes. In higher-income countries, scores assist in predicting mortality from pneumonia. These have not been validated for use in most lower-income countries. A...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Medical Association Of Malawi
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6863414/ https://www.ncbi.nlm.nih.gov/pubmed/31798800 http://dx.doi.org/10.4314/mmj.v30i4.4 |
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author | Buss, Imogen M Birkhamshaw, Edmund Innes, Michael A Magadoro, Itai Waitt, Peter I Rylance, Jamie |
author_facet | Buss, Imogen M Birkhamshaw, Edmund Innes, Michael A Magadoro, Itai Waitt, Peter I Rylance, Jamie |
author_sort | Buss, Imogen M |
collection | PubMed |
description | BACKGROUND: Community-acquired pneumonia is a major cause of mortality worldwide. Early assessment and initiation of management improves outcomes. In higher-income countries, scores assist in predicting mortality from pneumonia. These have not been validated for use in most lower-income countries. AIM: To validate a new score, the SWAT-Bp score, in predicting mortality risk of clinical community-acquired pneumonia amongst hospital admissions at Queen Elizabeth Central Hospital, Blantyre, Malawi. METHODS: The five variables constituting the SWAT-Bp score (male [S]ex, muscle [W]asting, non-[A]mbulatory, [T]emperature (>38°C or <35°C) and [B]lood [p]ressure (systolic<100 and/or diastolic<60)) were recorded for all patients with clinical presentation of a lower respiratory tract infection, presumed to be pneumonia, over four months (N=216). The sensitivity and specificity of the score were calculated to determine accuracy of predicting mortality risk. RESULTS: Median age was 35 years, HIV prevalence was 84.2% amongst known statuses, and mortality rate was 12.5%. Mortality for scores 0–5 was 0%, 8.5%, 12.7%, 19.0%, 28.6%, 100% respectively. Patients were stratified into three mortality risk groups dependent on their score. SWAT-Bp had moderate discriminatory power overall (AUROC 0.744). A SWAT-Bp score of ≥2 was 82% sensitive and 51% specific for predicting mortality, thereby assisting in identifying individuals with a lower mortality risk. CONCLUSION: In this validation cohort, the SWAT-Bp score has not performed as well as in the derivation cohort. However, it could potentially assist clinicians identifying low-risk patients, enabling rapid prioritisation of treatment in a low-resource setting, as it helps contribute towards individual patient risk stratification. |
format | Online Article Text |
id | pubmed-6863414 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | The Medical Association Of Malawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-68634142019-12-03 Validating a novel index (SWAT-Bp) to predict mortality risk of community-acquired pneumonia in Malawi Buss, Imogen M Birkhamshaw, Edmund Innes, Michael A Magadoro, Itai Waitt, Peter I Rylance, Jamie Malawi Med J Original Research BACKGROUND: Community-acquired pneumonia is a major cause of mortality worldwide. Early assessment and initiation of management improves outcomes. In higher-income countries, scores assist in predicting mortality from pneumonia. These have not been validated for use in most lower-income countries. AIM: To validate a new score, the SWAT-Bp score, in predicting mortality risk of clinical community-acquired pneumonia amongst hospital admissions at Queen Elizabeth Central Hospital, Blantyre, Malawi. METHODS: The five variables constituting the SWAT-Bp score (male [S]ex, muscle [W]asting, non-[A]mbulatory, [T]emperature (>38°C or <35°C) and [B]lood [p]ressure (systolic<100 and/or diastolic<60)) were recorded for all patients with clinical presentation of a lower respiratory tract infection, presumed to be pneumonia, over four months (N=216). The sensitivity and specificity of the score were calculated to determine accuracy of predicting mortality risk. RESULTS: Median age was 35 years, HIV prevalence was 84.2% amongst known statuses, and mortality rate was 12.5%. Mortality for scores 0–5 was 0%, 8.5%, 12.7%, 19.0%, 28.6%, 100% respectively. Patients were stratified into three mortality risk groups dependent on their score. SWAT-Bp had moderate discriminatory power overall (AUROC 0.744). A SWAT-Bp score of ≥2 was 82% sensitive and 51% specific for predicting mortality, thereby assisting in identifying individuals with a lower mortality risk. CONCLUSION: In this validation cohort, the SWAT-Bp score has not performed as well as in the derivation cohort. However, it could potentially assist clinicians identifying low-risk patients, enabling rapid prioritisation of treatment in a low-resource setting, as it helps contribute towards individual patient risk stratification. The Medical Association Of Malawi 2018-12 /pmc/articles/PMC6863414/ /pubmed/31798800 http://dx.doi.org/10.4314/mmj.v30i4.4 Text en © 2018 The College of Medicine and the Medical Association of Malawi. This work is licensed under the Creative Commons Attribution 4.0 International License. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/) |
spellingShingle | Original Research Buss, Imogen M Birkhamshaw, Edmund Innes, Michael A Magadoro, Itai Waitt, Peter I Rylance, Jamie Validating a novel index (SWAT-Bp) to predict mortality risk of community-acquired pneumonia in Malawi |
title | Validating a novel index (SWAT-Bp) to predict mortality risk of community-acquired pneumonia in Malawi |
title_full | Validating a novel index (SWAT-Bp) to predict mortality risk of community-acquired pneumonia in Malawi |
title_fullStr | Validating a novel index (SWAT-Bp) to predict mortality risk of community-acquired pneumonia in Malawi |
title_full_unstemmed | Validating a novel index (SWAT-Bp) to predict mortality risk of community-acquired pneumonia in Malawi |
title_short | Validating a novel index (SWAT-Bp) to predict mortality risk of community-acquired pneumonia in Malawi |
title_sort | validating a novel index (swat-bp) to predict mortality risk of community-acquired pneumonia in malawi |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6863414/ https://www.ncbi.nlm.nih.gov/pubmed/31798800 http://dx.doi.org/10.4314/mmj.v30i4.4 |
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