Evidence map›Paper›PMID 42185794›Full record

ArticleBMC infectious diseases2026

Factors associated with in-hospital mortality during the 2023 cholera outbreak in Hammanskraal, South Africa: a cross-sectional study.

Meisie Adeline Nkoane, Adegoke Adefolalu, Ndivhuho Makhado, Moshawa Khaba, Tshimane Charles Tshepuwane, Tladi Ledibane

Abstract read
In one paragraph

Article in BMC infectious diseases, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Meisie Adeline NkoaneDepartment of Family Medicine & Primary Health Care, Sefako Makgatho Health Sciences University, Pretoria, South Africa.
Adegoke AdefolaluPractice of Medicine & Clinical Integrated Programmes, Sefako Makgatho Health Sciences University, Molotlegi Road, Ga-Rankuwa, Pretoria, 0208, South Africa. adegoke.adefolalu@smu.ac.za.
Ndivhuho MakhadoDepartment of Microbiological Pathology, Sefako Makgatho Health Sciences University, Pretoria, South Africa.
Moshawa KhabaDepartment of Anatomical Pathology, Sefako Makgatho Health Sciences University, Pretoria, South Africa.
Tshimane Charles TshepuwaneDepartment of Obstetrics & Gynaecology, Sefako Makgatho Health Sciences University, Pretoria, South Africa.
Tladi LedibaneDepartment of Community Health Medicine, Sefako Makgatho Health Sciences University, Pretoria, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe 2023 cholera outbreak centred on Hammanskraal, a peri-urban township north of Pretoria, South Africa, resulted in high in-hospital mortality. Hammanskraal had experienced chronic failures in water and sanitation infrastructure for nearly two decades before the outbreak. We aimed to describe the clinical profile of patients managed at the principal case-management facility and to identify factors associated with in-hospital death.

methodsWe conducted a retrospective cross-sectional study based on review of medical records and the hospital cholera admission register at a district hospital in Hammanskraal, covering the period 1 May to 30 June 2023. All patients fulfilling the World Health Organization (WHO) operational case definition for suspected cholera were eligible. There were no comparison arms. Univariate odds ratios (ORs) and multivariable logistic regression were used to examine factors associated with in-hospital mortality. A sensitivity analysis was performed excluding laboratory confirmation as a potential disease-severity proxy. The events-per-variable (EPV) ratio was 4.7; all multivariable findings are considered exploratory.

resultsOf 431 suspected cases, 169 met inclusion criteria (mean age 39.8 years [standard deviation 20.4]; 51.5% female). Twenty-eight patients died, yielding a case fatality ratio (CFR) of 16.6%. Median time from presentation to death was 2 days (range 1-9); 25% of deaths occurred within 24 h. On multivariable logistic regression (n = 166), three variables were independently associated with in-hospital death: age ≥ 40 years (adjusted OR [aOR] 8.06; 95% confidence interval [CI] 2.30-28.21; p = 0.001), laboratory-confirmed Vibrio cholerae O1 or O139 as a disease-severity marker (aOR 9.42; 95% CI 2.65-33.42; p < 0.001), and pre-existing chronic illness (aOR 3.42; 95% CI 1.23-9.53; p = 0.019). In the sensitivity analysis, dehydration on admission was additionally associated with death (aOR 2.82; 95% CI 1.07-7.45; p = 0.036). The observed case fatality proportion among patients with all three risk factors present (age ≥ 40 years, chronic illness, and laboratory-confirmed disease) was 71.4% (10/14), compared with 6.8% (6/88) among patients aged < 40 years without chronic illness, illustrating the clinical gradient of mortality risk within this series.

conclusionsA CFR of 16.6% substantially exceeds the WHO adequately-treated benchmark of < 1%, though this comparison warrants caution: the study hospital received referral-level presentations, and the 28 in-hospital deaths captured represent approximately 60% of all 47 deaths reported nationally during the outbreak, suggesting the sample disproportionately reflects severe outcomes. Older age, chronic comorbidities, and severity markers were independently associated with in-hospital death; given the cross-sectional design, these associations inform clinical risk stratification rather than establishing causality. Prioritised triage of patients aged ≥ 40 years with comorbidities, enhanced rehydration capacity at first contact, and sustained investment in water and sanitation infrastructure are priorities for future outbreak responses in peri-urban South Africa, pending prospective confirmation.

Indexed as

CholeraDisease OutbreaksHospital MortalityAdolescentAdultCross-Sectional StudiesFemaleHumansMaleMiddle AgedOdds RatioRetrospective StudiesRisk FactorsSouth AfricaYoung AdultCholeraCross-sectional studyDisease outbreaksIn-hospital mortalityPeri-urbanSouth AfricaVibrio choleraeWater and sanitation

Identifiers

PMID42185794
PMCPMC13536873

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.