Evidence map›Paper›PMID 40498763›Full record

ArticlePLoS neglected tropical diseases2025

Geospatial analysis of leptospirosis clusters and risk factors in two provinces of the Dominican Republic.

Beatris Mario Martin, Benn Sartorius, Helen J Mayfield, Angela M Cadavid Restrepo, Behzad Kiani, Cecilia J Then Paulino, Marie Caroline Etienne, Ronald Skewes-Ramm, Michael de St Aubin, Devan Dumas and 10 more

Abstract read
In one paragraph

Article in PLoS neglected tropical diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

20 authors.

Beatris Mario MartinCentre for Clinical Research, Faculty of Health, Medicine and Behavioural Sciences, The University of Queensland, Brisbane, Australia.ORCID 0000-0002-8264-0153
Benn SartoriusCentre for Clinical Research, Faculty of Health, Medicine and Behavioural Sciences, The University of Queensland, Brisbane, Australia.
Helen J MayfieldCentre for Clinical Research, Faculty of Health, Medicine and Behavioural Sciences, The University of Queensland, Brisbane, Australia.
Angela M Cadavid RestrepoSchool of Public Health, Faculty of Health, Medicine and Behavioural Sciences, The University of Queensland, Brisbane, Australia.
Behzad KianiCentre for Clinical Research, Faculty of Health, Medicine and Behavioural Sciences, The University of Queensland, Brisbane, Australia.
Cecilia J Then PaulinoMinistry of Health, Santo Domingo, Dominican Republic.
Marie Caroline EtienneBrigham and Women's Hospital, Boston, Massachusetts, United States of America.
Ronald Skewes-RammMinistry of Health, Santo Domingo, Dominican Republic.
Michael de St AubinBrigham and Women's Hospital, Boston, Massachusetts, United States of America.
Devan DumasBrigham and Women's Hospital, Boston, Massachusetts, United States of America.
Salomé GarnierBrigham and Women's Hospital, Boston, Massachusetts, United States of America.
William DukePedro Henríquez Ureña National University, Santo Domingo, Dominican Republic.
Farah PeñaMinistry of Health, Santo Domingo, Dominican Republic.
Gabriela AbdallaBrigham and Women's Hospital, Boston, Massachusetts, United States of America.
Lucia de la CruzMinistry of Health, Santo Domingo, Dominican Republic.
Bernarda HenríquezMinistry of Health, Santo Domingo, Dominican Republic.
Margaret BaldwinBrigham and Women's Hospital, Boston, Massachusetts, United States of America.
Adam KucharskiLondon School of Hygiene & Tropical Medicine, London, United Kingdom.
Eric J NillesBrigham and Women's Hospital, Boston, Massachusetts, United States of America.
Colleen L LauCentre for Clinical Research, Faculty of Health, Medicine and Behavioural Sciences, The University of Queensland, Brisbane, Australia.

Funding

CGH CDC HHS U01 GH002238
6 · The paper itself

Abstract

backgroundDrivers of leptospirosis transmission can vary across regions, leading to spatial clustering of infections. This study aims to identify clusters of leptospirosis seroprevalence in the Dominican Republic (DR) and factors associated with high-risk areas. METHODOLOGY/PRINCIPAL

findingsWe analysed data from two provinces, Espaillat and San Pedro de Macoris (SPM), obtained on a national survey conducted in 2021 (n = 2,078). Samples were tested by microscopic agglutination testing (MAT) to detect leptospirosis antibodies. We used flexible spatial scan statistics to locate significant clusters for seropositive individuals (all serogroups combined) in each province and calculated risk ratios (RR) at the household and community level. Environmental and sociodemographic risk factors associated with clusters were assessed by logistic regression. One cluster was identified in each province. Participants living inside a cluster were more likely to live further from health facilities (OR 1.86, p < 0.001 and OR 4.41, p = 0.044 by motorized travel time in Espaillat and SPM, respectively). Cluster participants were also less likely to live in areas of higher population density (OR 0.76, p < 0.01 and OR 0.29, p < 0.001 in Espaillat and SPM, respectively) and in communities with higher gross domestic product (GDP) (OR 0.70, p < 0.001 and OR 0.42, p < 0.001 in Espaillat and SPM, respectively). Additional risk factors varied between Espaillat and SPM. CONCLUSION/SIGNIFICANCE: Our findings confirm the clustered spatial pattern of leptospirosis and highlight that transmission drivers vary by province. While both provinces show higher transmission in impoverished areas, modifiable factors differ, requiring tailored public health interventions.

Indexed as

LeptospirosisAdolescentAdultAgedAntibodies, BacterialChildChild, PreschoolCluster AnalysisDominican RepublicFemaleHumansLeptospiraMaleMiddle AgedRisk FactorsSeroepidemiologic StudiesAntibodies, Bacterial

Identifiers

PMID40498763
PMCPMC12157080

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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.