Evidence map›Paper›PMID 41697086›Full record

ArticleTropical medicine & international health : TM & IH2026

Persistent and Emerging High-Risk Clusters of Leprosy Detection in Brazil: A Nationwide Spatiotemporal Analysis, 2001-2023.

Anderson Fuentes Ferreira, Jorg Heukelbach, Eliana Amorim de Souza, Carmelita Ribeiro Filha Coriolano, Elaine Silva Nascimento Andrade, Aymée Medeiros da Rocha, José Alexandre Menezes da Silva, Carlos Dornels Freire de Souza, Juliana Maria Cavalcante Ribeiro Ramos, Alberto Novaes Ramos

Abstract read
In one paragraph

Article in Tropical medicine & international health : TM & IH, 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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1 · What the graph read from it

What it found

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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.

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Anderson Fuentes FerreiraPostgraduate Program in Public Health, School of Medicine, Federal University of Ceará, Fortaleza, Ceará, Brazil.ORCID https://orcid.org/0000-0002-1816-9459
Jorg HeukelbachPostgraduate Program in Public Health, School of Medicine, Federal University of Ceará, Fortaleza, Ceará, Brazil.ORCID https://orcid.org/0000-0002-7845-5510
Eliana Amorim de SouzaMultidisciplinary Institute of Health, Federal University of Bahia - Anísio Teixeira Campus, Vitória da Conquista, Bahia, Brazil.ORCID https://orcid.org/0000-0002-9653-3164
Carmelita Ribeiro Filha CoriolanoRondônia State Health Surveillance Agency, Porto Velho, Rondônia, Brazil.
Elaine Silva Nascimento AndradeOswaldo Cruz Foundation, Eusébio, Ceará, Brazil.ORCID https://orcid.org/0000-0002-8066-8283
Aymée Medeiros da RochaNHR Brazil Foundation, Fortaleza, Ceará, Brazil.ORCID https://orcid.org/0000-0002-9761-2403
José Alexandre Menezes da SilvaCUIDA Chagas Project, Rio de Janeiro, Rio de Janeiro, Brazil.ORCID https://orcid.org/0000-0003-4603-978X
Carlos Dornels Freire de SouzaFederal University of Vale Do São Francisco, Petrolina, Pernambuco, Brazil.ORCID https://orcid.org/0000-0001-7995-1893
Juliana Maria Cavalcante Ribeiro RamosPostgraduate Program in Public Health, School of Medicine, Federal University of Ceará, Fortaleza, Ceará, Brazil.ORCID https://orcid.org/0009-0000-1296-2918
Alberto Novaes RamosPostgraduate Program in Public Health, School of Medicine, Federal University of Ceará, Fortaleza, Ceará, Brazil.ORCID https://orcid.org/0000-0001-7982-1757

Funding

Conselho Nacional de Desenvolvimento Científico e Tecnológico, CNPqCoordenação de Aperfeiçoamento de Pessoal de Nível Superior, CAPESFundação Cearense de Apoio ao Desenvolvimento Científico e Tecnológico, FUNCAPPrograma de Apoio à Pós-Graduação, PROAP
6 · The paper itself

Abstract

backgroundBrazil accounts for a substantial share of the global leprosy burden, with persistent high-risk areas and marked spatial inequalities in case detection. Identifying spatiotemporal clusters of transmission is crucial for targeting surveillance and control efforts.

objectiveTo identify the spatial and temporal variation of high-risk clusters for leprosy detection in Brazil (2001-2023) and priority areas for intervention.

methodsThis was a nationwide, population-based ecological study using Brazilian municipalities (n = 5570) as units of analysis. Frequencies, crude detection rates and age- and sex-adjusted detection rates of newly recorded leprosy cases were calculated, based on the national Notifiable Diseases Information System (SINAN). Kulldorff's spatial scan statistic (Poisson model) was applied to overlapping three-year periods to identify statistically significant high-risk clusters. Neighbouring categories and changes between consecutive triennia were compared to classify municipalities into clusters based on persistence, entry, or exit.

resultsOver the study period, a total of 795,802 cases were reported (age- and sex-adjusted detection rate: 17.58/100,000 population; 95% CI: 17.54-17.62), with higher occurrence among males and residents of the Northeast region. Significantly high-risk clusters were concentrated in the North, Northeast, and Central-West regions; approximately 23% of municipalities were part of significant clusters in each triennium. The proportion of municipalities newly entering clusters increased from 10.7% (2003-2005 vs. 2001-2003) to 36.0% (2021-2023 vs. 2019-2021). In the most recent triennium (2021-2023), 16.9% of municipalities remained within significant clusters.

conclusionThe persistence and (re)emergence of high-risk leprosy clusters in historically hyperendemic and socially vulnerable territories indicate sustained operational failures and demand programmatic prioritisation, with intensified surveillance, timely diagnosis and adequate treatment, particularly in the North, Northeast and Central-West regions of Brazil.

Indexed as

LeprosyAdolescentAdultAgedBrazilChildChild, PreschoolCluster AnalysisFemaleHumansInfantMaleMiddle AgedRisk FactorsSpatio-Temporal AnalysisYoung AdultBrazildisease clustersecological studiesepidemiologyleprosyspatial distribution

Identifiers

PMID41697086
PMCPMC13050618

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Registered trials

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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.