Evidence map›Paper›PMID 40043023›Full record

ArticlePLoS neglected tropical diseases2025

Into the spotlight: A spatial study of potentially underreported leptospirosis among dengue-negative patients in São Paulo city, Brazil.

Stephanie Bergmann Esteves, Luciano Marcondes de Oliveira, Aline Gil Alves Guilloux, Adriana Cortez, Eduardo de Masi, Isabelle Martins Ribeiro Ferreira, Evelyn Moura de Lima, Gabriele Yumi Ramalho, Priscila de Castilho Luna, Jose Soares Ferreira Neto and 2 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 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Neuroimmune cross-talk inFrontiers in immunology · 2026
    Review
  3. Article
  4. Re-emergence of Oropouche virus as a novel global threat.Current research in microbial sciences · 2025
    Review
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

12 authors.

Stephanie Bergmann EstevesDepartamento de Medicina Veterinária Preventiva e Saúde Animal, Faculdade de Medicina Veterinária e Zootecnia da Universidade de São Paulo, São Paulo, Brazil.ORCID 0000-0003-3819-9222
Luciano Marcondes de OliveiraDepartamento de Medicina Veterinária Preventiva e Saúde Animal, Faculdade de Medicina Veterinária e Zootecnia da Universidade de São Paulo, São Paulo, Brazil.
Aline Gil Alves GuillouxDepartamento de Medicina Veterinária Preventiva e Saúde Animal, Faculdade de Medicina Veterinária e Zootecnia da Universidade de São Paulo, São Paulo, Brazil.
Adriana CortezUniversidade Santo Amaro, Programa de Pós-graduação em Saúde Única, São Paulo, Brazil.
Eduardo de MasiSecretaria Municipal da Saúde de São Paulo, Divisão de Vigilância de Zoonoses, São Paulo, Brazil.
Isabelle Martins Ribeiro FerreiraSecretaria Municipal da Saúde de São Paulo, Divisão de Vigilância de Zoonoses, São Paulo, Brazil.
Evelyn Moura de LimaUniversidade Santo Amaro, Faculdade de Medicina Veterinária, São Paulo, Brazil.
Gabriele Yumi RamalhoUniversidade Santo Amaro, Faculdade de Medicina Veterinária, São Paulo, Brazil.
Priscila de Castilho LunaUniversidade Santo Amaro, Programa de Pós-graduação em Saúde Única, São Paulo, Brazil.
Jose Soares Ferreira NetoDepartamento de Medicina Veterinária Preventiva e Saúde Animal, Faculdade de Medicina Veterinária e Zootecnia da Universidade de São Paulo, São Paulo, Brazil.
Marcos Bryan HeinemannDepartamento de Medicina Veterinária Preventiva e Saúde Animal, Faculdade de Medicina Veterinária e Zootecnia da Universidade de São Paulo, São Paulo, Brazil.
Bruno Alonso MiottoUniversidade Santo Amaro, Programa de Pós-graduação em Saúde Única, São Paulo, Brazil.

Funding

National Council for Scientific and Technological Development (CNPq)São Paulo Research Foundation (FAPESP)
6 · The paper itself

Abstract

Leptospirosis and dengue share similar unspecific symptoms, complicating differential diagnosis in endemic regions. This overlap is further exacerbated by the often-underrecognized nature of leptospirosis, resulting in low clinical suspicion among healthcare providers. Understanding the scale of underdiagnosed leptospirosis cases, particularly among dengue-negative patients, is critical for improving public health responses. This cross-sectional study analyzed data from 6,936 febrile patients who tested negative for dengue at public health services across São Paulo city. Serum samples from these patients were subsequently tested for anti-Leptospira IgM antibodies. Spatial analysis was conducted to identify areas at increased risk of underdiagnosed leptospirosis, and these findings were compared to cases reported in the Brazilian's Information System for Notifiable Diseases from 2009 to 2019. Our results revealed that, from the 6,936 patients tested, 786 (11.3%) were seroreactive for leptospirosis, with a higher prevalence among women (55.7%; p=0.003). Spatial analysis identified 18 high-risk clusters for potentially unrecognized leptospirosis, predominantly in peripheral regions with socioeconomic vulnerabilities. Notably, two significant high-risk areas were located in the North (RR=2.13) and South (RR=2.69) regions of the city. These findings underscore the urgent need for targeted public health interventions to improve disease surveillance and diagnostic capacity, particularly in the high-risk areas identified. Addressing underrecognition of leptospirosis is essential for reducing morbidity and mortality associated with the disease. Future research should expand on this work by integrating broader temporal, environmental, and socioeconomic data.

Indexed as

DengueLeptospirosisAdolescentAdultAgedAntibodies, BacterialBrazilChildChild, PreschoolCross-Sectional StudiesFemaleHumansImmunoglobulin MLeptospiraMaleMiddle AgedAntibodies, BacterialImmunoglobulin M

Identifiers

PMID40043023
PMCPMC11922267

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.