Evidence map›Paper›PMID 42406794›Full record

ArticlePLoS neglected tropical diseases2026

Estimating the burden of leptospirosis in the Caribbean: Insights from environmental and sociodemographic factors.

Beatris Mario Martin, Zhonghan Zhang, Holly Jian, Sebastian Vernal, Eric J Nilles, Luis Furuya-Kanamori, Benn Sartorius, Colleen L Lau

Abstract read
In one paragraph

Article in PLoS neglected tropical 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.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

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5 · Who and what money

Authors and funding

8 authors.

Beatris Mario MartinFrazer Institute, Faculty of Health, Medicine, and Behavioural Sciences, The University of Queensland, Brisbane, Australia.ORCID https://orcid.org/0000-0002-8264-0153
Zhonghan ZhangFrazer Institute, Faculty of Health, Medicine, and Behavioural Sciences, The University of Queensland, Brisbane, Australia.
Holly JianFrazer Institute, Faculty of Health, Medicine, and Behavioural Sciences, The University of Queensland, Brisbane, Australia.
Sebastian VernalFrazer Institute, Faculty of Health, Medicine, and Behavioural Sciences, The University of Queensland, Brisbane, Australia.
Eric J NillesHarvard Humanitarian Initiative, Cambridge, Massachusetts, United States of America.
Luis Furuya-KanamoriFrazer Institute, Faculty of Health, Medicine, and Behavioural Sciences, The University of Queensland, Brisbane, Australia.
Benn SartoriusFrazer Institute, Faculty of Health, Medicine, and Behavioural Sciences, The University of Queensland, Brisbane, Australia.
Colleen L LauFrazer Institute, Faculty of Health, Medicine, and Behavioural Sciences, The University of Queensland, Brisbane, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionPrevious studies up to early 2000s found that leptospirosis incidence in humans was high across the Caribbean region (CR), yet up-to-date and reliable surveillance data are scarce. Limited research capacity in the region has further contributed to less robust characterisation of transmission drivers, perpetuating a cycle of neglect. To address these gaps and support evidence-based public health responses, this study aims to update incidence estimates in the CR by integrating data from multiple data sources, including peer-reviewed publications, surveillance reports and environmental and sociodemographic datasets. METHODOLOGY/PRINCIPAL

findingsWe used mixed-effects hierarchical negative binomial models at the country/territory-year level, incorporating covariates (precipitation, temperature, gross domestic product, biodiversity loss, human footprint, population density, populations exposed to crop areas and frequency of extreme weather events) to estimate annual case numbers by country/territory. Temporal patterns in case fatality rate (CFR) were modelled using locally estimated scatterplot smoothing regressions. Between 2001 and 2023, we estimated 38,659 (95%CI 26,006-56,527) cases in the region. Annual incidence (cases/100,000 population) with small- to medium-sized population islands exhibiting the highest estimated incidence (Guadeloupe 23.0 (95%CI 17.2-30.3) and Saint Vincent and the Grenadines 21.3 (95%CI 11.3-36.0)). Estimated CFR increased over the study period, from 8.8% (95%CI 4.1-13.4) in 2001 to 12.2% (2.2-22.2 in 2022). CONCLUSIONS/SIGNIFICANCE: Leptospirosis remains an important public health concern in the CR, where small island developing states bear a disproportionate burden of the disease. These findings underscore the urgent need for strengthening surveillance systems and laboratory capacity in the region, particularly in small states, to provide accurate data to prioritise public health and environmental health interventions to reduce transmission and improve diagnosis and treatment.

Indexed as

LeptospirosisCaribbean RegionEnvironmentHumansIncidenceSocioeconomic Factors

Identifiers

PMID42406794
PMCPMC13375137

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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.