Evidence map›Paper›PMID 41156658›Full record

ArticlePathogens (Basel, Switzerland)2025

From Patterns to Projections: A Spatiotemporal Distribution of Drug-Resistant Tuberculosis in Paraná, Brazil (2012-2023).

Laiz Mangini Cicchelero, Gustavo Cezar Wagner Leandro, Luciano de Andrade, Jean Eduardo Meneguello, Katiany Rizzieri Caleffi-Ferracioli, Rosilene Fressatti Cardoso, Regiane Bertin de Lima Scodro

Abstract read
In one paragraph

Article in Pathogens (Basel, Switzerland), 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. Temporal Trends in Tuberculosis Incidence in the 1st Health Region of Alagoas, Brazil (2001-2022).International journal of environmental research and public health · 2025
    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

7 authors.

Laiz Mangini CiccheleroPostgraduate Program in Health Sciences, State University of Maringá (UEM), Maringá 87020-900, Brazil.ORCID 0000-0002-7068-9224
Gustavo Cezar Wagner LeandroPostgraduate Program in Health Sciences, State University of Maringá (UEM), Maringá 87020-900, Brazil.
Luciano de AndradePostgraduate Program in Health Sciences, State University of Maringá (UEM), Maringá 87020-900, Brazil.
Jean Eduardo MeneguelloPostgraduate Program in Health Sciences, State University of Maringá (UEM), Maringá 87020-900, Brazil.
Katiany Rizzieri Caleffi-FerracioliPostgraduate Program in Biosciences and Pathophysiology, State University of Maringá (UEM), Maringá 87020-900, Brazil.ORCID 0000-0003-0345-1600
Rosilene Fressatti CardosoPostgraduate Program in Health Sciences, State University of Maringá (UEM), Maringá 87020-900, Brazil.
Regiane Bertin de Lima ScodroPostgraduate Program in Health Sciences, State University of Maringá (UEM), Maringá 87020-900, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Drug-resistant tuberculosis represents a challenge with high potential for spread. This ecological study aimed to describe the prevalence and incidence of drug-resistant tuberculosis and analyze its spatial, temporal, and spatiotemporal patterns in Paraná, Brazil, 2012-2023, and forecast trends through 2030. National surveillance data were analyzed using descriptive statistics, Mann-Kendall trend tests, Global and Local Moran's I, Kulldorff's spatial scan statistic, and Seasonal AutoRegressive Integrated Moving Average modeling. A total of 576 cases were identified, corresponding to an incidence of 5.08 per 100,000 inhabitants, with an increasing trend (

Indexed as

Tuberculosis, Multidrug-ResistantAdolescentAdultAgedAntitubercular AgentsBrazilChildFemaleHumansIncidenceMaleMiddle AgedMycobacterium tuberculosisPrevalenceSpatio-Temporal AnalysisYoung AdultAntitubercular Agentsepidemiologymultidrug-resistantpublic health surveillancespatio-temporal analysistime factorstuberculosis

Identifiers

PMID41156658
PMCPMC12566916

What OpenQuestion holds

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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.