Evidence map›Paper›PMID 42387603›Full record

ArticleTropical medicine and health2026

Seasonal variation, temporal trends, and factors associated with PCR-confirmed cholera in Goma city and surrounding health zones in Eastern Democratic Republic of the Congo, 2020-2024: a multilevel analysis.

Raphaël Kakongo Senga Kabangwa, Olivier Mukuku, Jean-Paul Engembe Iyombe, Jean Kasoyi Lufulwabo, Denis Kakongo Kandolo, Zacharie Kibendelwa Tsongo, Stanislas Okitotsho Wembonyama

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Article in Tropical medicine and health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

7 authors.

Raphaël Kakongo Senga KabangwaDepartment of Medical Biology, Faculty of Medicine, University of Goma, Goma, Democratic Republic of the Congo.
Olivier MukukuDepartment of Community Health, Institut Supérieur des Techniques Médicales de Lubumbashi, Lubumbashi, Democratic Republic of the Congo. oliviermukuku@yahoo.fr.ORCID https://orcid.org/0000-0001-6902-7023
Jean-Paul Engembe IyombeDepartment of Biochemistry, Cellular and Molecular Biology, Institut Supérieur des Techniques Médicales de Kinshasa, Kinshasa, Democratic Republic of the Congo.
Jean Kasoyi LufulwaboDepartment of Microbiology, Institut Supérieur des Techniques Médicales de Kinshasa, Kinshasa, Democratic Republic of the Congo.
Denis Kakongo KandoloDepartment of Microbiology, Institut Supérieur des Techniques Médicales de Kinshasa, Kinshasa, Democratic Republic of the Congo.
Zacharie Kibendelwa TsongoDepartment of Internal Medicine, Faculty of Medicine, University of Kisangani, Kisangani, Democratic Republic of the Congo.
Stanislas Okitotsho WembonyamaSchool of Public Health, University of Goma, Goma, Democratic Republic of the Congo.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionCholera remains a persistent public health challenge in Goma, Eastern Democratic Republic of the Congo. This study assessed seasonal variation, temporal trends, and factors associated with PCR-confirmed cholera in Goma city and surrounding health zones (2020-2024) using a multilevel analytical approach to support targeted public health interventions.

methodsWe analysed 18,929 patients tested for cholera by PCR between 2020 and 2024. Age, sex, season, year, and health zone were examined. Environmental, WASH-related, and intervention-related variables were unavailable in the surveillance database and, therefore, could not be included. Multilevel mixed-effects logistic regression assessed factors associated with PCR positivity, accounting for clustering at the health zone level and seasonal effects.

resultsOverall PCR positivity rate was 32.5%. Children aged 5-9 years and 10-14 years had the highest positivity rate (40.9% and 38.9% respectively), while < 5 years showed the lowest (29.2%). More patients were tested in the rainy season (66.2%), with a higher positivity rate compared to the dry season (34.8% vs. 27.9%, p < 0.001). Positivity rate varied across health zones (Goma: 36.0%; Karisimbi: 28.8%) and increased over time (2020: 17.2%; 2024: 37.8%, p < 0.001). Monthly analysis revealed pronounced peaks in 2023-2024, particularly during the rainy season. Multilevel modelling indicated that season, calendar year, and age were independent predictors of PCR positivity, with modest-to-moderate effect sizes. Residual clustering at the health-zone level was low (ICC 0.002-0.003), indicating that only a small proportion of unexplained variance remained attributable to between-zone differences after adjustment. The season-by-year interaction identified the highest PCR positivity during the 2023 rainy season.

conclusionsPCR-confirmed cholera in Goma city and surrounding health zones showed marked seasonal and temporal variation, with children disproportionately affected. These findings support targeted prevention before the rainy season and strengthened surveillance in high-risk areas.

Indexed as

ChildrenCholeraDemocratic Republic of the CongoEpidemiologyGomaMultilevel analysisPCRRainy seasonSeasonal dynamicsSpatiotemporal patterns

Identifiers

PMID42387603
PMCPMC13335272

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