Evidence map›Paper›PMID 40608609›Full record

ArticleRevista de saude publica2025

Spatial clusters of risk and cartography of care for drug-resistant tuberculosis.

Jaqueline Garcia de Almeida Ballestero, José Nildo de Barros Silva Júnior, Luiz Henrique Arroyo, Daniele Maria Pelissari, Isabela Zaccaro Rigolin, Pedro Fredemir Palha, Aline Aparecida Monroe, Quézia Rosa Ferreira, Gilberto da Cruz Leal, Leonora de Oliveira Teixeira and 4 more

Abstract read
In one paragraph

Article in Revista de saude publica, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

14 authors.

Jaqueline Garcia de Almeida BallesteroUniversidade de São Paulo. Escola de Enfermagem de Ribeirão Preto. Ribeirão Preto, SP, Brasil.ORCID http://orcid.org/0000-0001-6585-2560
José Nildo de Barros Silva JúniorUniversidade de São Paulo. Escola de Enfermagem de Ribeirão Preto. Ribeirão Preto, SP, Brasil.ORCID http://orcid.org/0000-0001-9958-8462
Luiz Henrique ArroyoUniversidade de São Paulo. Escola de Enfermagem de Ribeirão Preto. Ribeirão Preto, SP, Brasil.ORCID http://orcid.org/0000-0003-3302-0502
Daniele Maria PelissariUniversidade de São Paulo. Faculdade de Saúde Pública. São Paulo, SP, Brasil.ORCID http://orcid.org/0000-0002-0760-1875
Isabela Zaccaro RigolinUniversidade de São Paulo. Escola de Enfermagem de Ribeirão Preto. Ribeirão Preto, SP, Brasil.ORCID http://orcid.org/0000-0002-6686-1298
Pedro Fredemir PalhaUniversidade de São Paulo. Escola de Enfermagem de Ribeirão Preto. Ribeirão Preto, SP, Brasil.ORCID http://orcid.org/0000-0002-5220-4529
Aline Aparecida MonroeUniversidade de São Paulo. Escola de Enfermagem de Ribeirão Preto. Ribeirão Preto, SP, Brasil.ORCID http://orcid.org/0000-0003-4073-2735
Quézia Rosa FerreiraUniversidade de São Paulo. Escola de Enfermagem de Ribeirão Preto. Ribeirão Preto, SP, Brasil.ORCID http://orcid.org/0000-0001-5796-4546
Gilberto da Cruz LealUniversidade de São Paulo. Escola de Enfermagem de Ribeirão Preto. Ribeirão Preto, SP, Brasil.ORCID http://orcid.org/0000-0003-2059-6959
Leonora de Oliveira TeixeiraUniversidade de São Paulo. Escola de Enfermagem de Ribeirão Preto. Ribeirão Preto, SP, Brasil.ORCID http://orcid.org/0000-0002-6433-1517
Yury Bitencourt da CostaUniversidade de São Paulo. Escola de Enfermagem de Ribeirão Preto. Ribeirão Preto, SP, Brasil.ORCID http://orcid.org/0000-0002-2062-1846
Ione Carvalho PintoUniversidade de São Paulo. Escola de Enfermagem de Ribeirão Preto. Ribeirão Preto, SP, Brasil.ORCID http://orcid.org/0000-0001-7541-5591
Rubia Laine de Paula AndradeUniversidade de São Paulo. Escola de Enfermagem de Ribeirão Preto. Ribeirão Preto, SP, Brasil.ORCID http://orcid.org/0000-0001-5843-1733
Ricardo Alexandre ArcêncioUniversidade de São Paulo. Escola de Enfermagem de Ribeirão Preto. Ribeirão Preto, SP, Brasil.ORCID http://orcid.org/0000-0003-4792-8714

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo identify spatial clusters of risk and map the care network for people with drug-resistant tuberculosis in the state of São Paulo.

methodsThis is an ecological study, carried out by collecting data from the Special Tuberculosis Treatment Information System (Site-TB) of people treated for drug-resistant tuberculosis from 2013 to 2020, in the state of São Paulo. Mapping was carried out using Kernel and scan statistic techniques.

results1,084 cases were reported in the period analyzed. São Paulo, Ribeirão Preto, Santos, Guarulhos, and Campinas were the municipalities with the highest number of cases. The spatial pattern of agglomeration of cases and referral centers for treatment were similar, with gaps in coverage in the southwest and northwest of the state. Six spatial clusters were identified: four low-risk and two high-risk, located in São Paulo, Diadema, Santos, and Guarujá.

conclusionsThe concentration of cases and tertiary referral centers in metropolitan areas highlights inequalities in access to treatment for drug-resistant tuberculosis. These findings indicate the need for health policies to expand diagnosis and treatment, improving the control of drug-resistant tuberculosis in the state of São Paulo.

Indexed as

Tuberculosis, Multidrug-ResistantBrazilCluster AnalysisFemaleGeographic MappingHealth Services AccessibilityHumansMaleRisk FactorsSocioeconomic FactorsSpatial Analysis

Identifiers

PMID40608609
PMCPMC12211794

What OpenQuestion holds

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LicenceCC BY
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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.