ArticlePloS one2013
Severity assessment of lower respiratory tract infection in Malawi: derivation of a novel index (SWAT-Bp) which outperforms CRB-65.
Article in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed.
- Validity of Pneumonia Severity Assessment Scores in Africa and South Asia: A Systematic Review and Meta-Analysis.Healthcare (Basel, Switzerland) · 2021Review
- Acute hypoxaemic respiratory failure in a low-income country: a prospective observational study of hospital prevalence and mortality.BMJ open respiratory research · 2020Observational
- Etiology and Risk Factors for Mortality in an Adult Community-acquired Pneumonia Cohort in Malawi.American journal of respiratory and critical care medicine · 2019Observational
- Validating a novel index (SWAT-Bp) to predict mortality risk of community-acquired pneumonia in Malawi.Malawi medical journal : the journal of Medical Association of Malawi · 2018Article
- Prognostic indicators in the World Health Organization's algorithm for seriously ill HIV-infected inpatients with suspected tuberculosis.AIDS research and therapy · 2018Article
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Authors and funding
4 authors.
Funding
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Abstract
objectiveTo assess the validity of CRB-65 (Confusion, Respiratory rate >30 breaths/min, BP<90/60 mmHg, age >65 years) as a pneumonia severity index in a Malawian hospital population, and determine whether an alternative score has greater accuracy in this setting.
designForty three variables were prospectively recorded during the first 48 hours of admission in all patients admitted to Queen Elizabeth Central Hospital, Malawi, for management of lower respiratory tract infection over a two month period (N = 240). Calculation of sensitivity and specificity for CRB-65 in predicting mortality was followed by multivariate modeling to create a score with superior performance in this population.
resultsMedian age 37, HIV prevalence 79.9%, overall mortality 18.3%. CRB-65 predicted mortality poorly, indicated by the area under the ROC curve of 0.649. Independent predictors of death were: Male sex, "S" (AOR 2.6); Wasting, "W" (AOR 6.6); non-ambulatory, "A" (AOR 2.5); Temp >38°C or <35°C, "T" (AOR 3.2); BP<100/60, "Bp" (AOR 3.7). Combining these factors to form a severity index (SWAT-Bp) predicted mortality with high sensitivity and specificity (AUC: 0.867). Mortality for scores 0-5 was 0%, 3.3%, 7.4%, 29.2%, 61.5% and 87.5% respectively. A score ≥3 was 84% sensitive and 77% specific for mortality prediction, with a negative predictive value of 95.8%.
conclusionCRB-65 performs poorly in this population. The SWAT-Bp score can accurately stratify patients; ≤2 indicates non-severe infection (mortality 4.4%) and ≥3 severe illness (mortality 45%).
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