SynthesisPLoS medicine2023
Estimating the proportion of clinically suspected cholera cases that are true Vibrio cholerae infections: A systematic review and meta-analysis.
Synthesis in PLoS medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Syndromic cholera diagnosis masks diverse causes of diarrhoeal disease in Burundi revealed by portable metagenomics.PLoS neglected tropical diseases · 2026Article
- Estimating the Transmission Potential of Symptomatic and Asymptomatic Cholera Cases From Household Microbiological and Clinical Data.The Journal of infectious diseases · 2026Article
- Predictors of mortality from diarrhea during a cholera outbreak in Haiti's Artibonite and Centre regions, 2022-2024.PLoS neglected tropical diseases · 2026Article
- Article
- Estimating the Transmission Potential of Symptomatic and Asymptomatic Cholera Cases from Household Microbiological and Clinical Data.medRxiv : the preprint server for health sciences · 2026Article
- Cholera surveillance time series in Africa between 2010 and 2023.Gates open research · 2026Article
- Geographical shifting of cholera burden in Africa and its implications for disease control.Nature medicine · 2025Article
- Rethinking cholera diagnostic test performance, interpretation, and evaluation: a field-based latent-class analysis in Bangladesh.The Lancet. Microbe · 2025Article
- Correction: Estimating the proportion of clinically suspected cholera cases that are true Vibrio cholerae infections: A systematic review and meta-analysis.PLoS medicine · 2025Article
- Navigating the cholera elimination roadmap in Zambia - A scoping review (2013-2024).PLoS neglected tropical diseases · 2025Article
- Inferring the proportion of undetected cholera infections from serological and clinical surveillance in an immunologically naive population.Epidemiology and infection · 2024Article
- Systematic testing in cholera surveillance enhances vaccine impact and cost-effectiveness.Nature medicine · 2024Article
- Enhanced cholera surveillance to improve vaccination campaign efficiency.Nature medicine · 2024Article
- Clinical surveillance systems obscure the true cholera infection burden in an endemic region.Nature medicine · 2024Article
Corrections and comments
- Erratum issued
Authors and funding
11 authors.
Funding
Abstract
backgroundCholera surveillance relies on clinical diagnosis of acute watery diarrhea. Suspected cholera case definitions have high sensitivity but low specificity, challenging our ability to characterize cholera burden and epidemiology. Our objective was to estimate the proportion of clinically suspected cholera that are true Vibrio cholerae infections and identify factors that explain variation in positivity. METHODS AND
findingsWe conducted a systematic review of studies that tested ≥10 suspected cholera cases for V. cholerae O1/O139 using culture, PCR, and/or a rapid diagnostic test. We searched PubMed, Embase, Scopus, and Google Scholar for studies that sampled at least one suspected case between January 1, 2000 and April 19, 2023, to reflect contemporary patterns in V. cholerae positivity. We estimated diagnostic test sensitivity and specificity using a latent class meta-analysis. We estimated V. cholerae positivity using a random-effects meta-analysis, adjusting for test performance. We included 119 studies from 30 countries. V. cholerae positivity was lower in studies with representative sampling and in studies that set minimum ages in suspected case definitions. After adjusting for test performance, on average, 52% (95% credible interval (CrI): 24%, 80%) of suspected cases represented true V. cholerae infections. After adjusting for test performance and study methodology, the odds of a suspected case having a true infection were 5.71 (odds ratio 95% CrI: 1.53, 15.43) times higher when surveillance was initiated in response to an outbreak than in non-outbreak settings. Variation across studies was high, and a limitation of our approach was that we were unable to explain all the heterogeneity with study-level attributes, including diagnostic test used, setting, and case definitions.
conclusionsIn this study, we found that burden estimates based on suspected cases alone may overestimate the incidence of medically attended cholera by 2-fold. However, accounting for cases missed by traditional clinical surveillance is key to unbiased cholera burden estimates. Given the substantial variability in positivity between settings, extrapolations from suspected to confirmed cases, which is necessary to estimate cholera incidence rates without exhaustive testing, should be based on local data.
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