Evidence map›Paper›PMID 41617775›Full record

ArticleScientific reports2026

Regional disparities in breast cancer mortality in Brazil: a spatial analysis using uncorrected and adjusted data, 2000-2023.

Juliana Dantas de Araújo Santos Camargo, Sávio Ferreira Camargo, Amaxsell Thiago Barros de Souza, Ana Karla Monteiro Santana de Oliveira Freitas, Camiliane Azevedo Ferreira, Ayane Cristine Alves Sarmento, Janaina Cristiana de Oliveira Crispim, Marcos Roberto Gonzaga, Karina Cardoso Meira, Grasiela Piuvezam and 1 more

Abstract read
In one paragraph

Article in Scientific reports, 2026. 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

11 authors.

Juliana Dantas de Araújo Santos CamargoPostgraduate Program in Health Science, Federal University of Rio Grande do Norte, Natal, RN, Brazil.ORCID http://orcid.org/0000-0001-8692-5706
Sávio Ferreira CamargoPostgraduate Program in Health Science, Federal University of Rio Grande do Norte, Natal, RN, Brazil.ORCID http://orcid.org/0000-0002-5165-1976
Amaxsell Thiago Barros de SouzaPostgraduate Program in Science Applied to Women's Health, Federal University of Rio Grande do Norte, Natal, RN, Brazil.ORCID http://orcid.org/0000-0002-7085-8788
Ana Karla Monteiro Santana de Oliveira FreitasJanuário Cicco Maternity School, Brazilian Company of Hospital Services, Natal, RN, Brazil.ORCID http://orcid.org/0000-0003-3907-9601
Camiliane Azevedo FerreiraJanuário Cicco Maternity School, Brazilian Company of Hospital Services, Natal, RN, Brazil.ORCID http://orcid.org/0000-0002-3268-991X
Ayane Cristine Alves SarmentoInstitute of Education, Research and Innovation, League Against Cancer, Natal, RN, Brazil.ORCID http://orcid.org/0000-0001-9131-1952
Janaina Cristiana de Oliveira CrispimPostgraduate Program in Science Applied to Women's Health, Federal University of Rio Grande do Norte, Natal, RN, Brazil.ORCID http://orcid.org/0000-0002-1344-0078
Marcos Roberto GonzagaPostgraduate Program in Demography, Federal University of Rio Grande do Norte, Natal, RN, Brazil.ORCID http://orcid.org/0000-0002-6088-3453
Karina Cardoso MeiraPostgraduate Program in Demography, Federal University of Rio Grande do Norte, Natal, RN, Brazil.ORCID http://orcid.org/0000-0002-1722-5703
Grasiela PiuvezamDepartment of Public Health, Federal University of Rio Grande Do Norte, Natal, RN, Brazil.ORCID http://orcid.org/0000-0002-2343-7251
Ana Katherine GonçalvesPostgraduate Program in Health Science, Federal University of Rio Grande do Norte, Natal, RN, Brazil. anakatherine_ufrnet@yahoo.com.br.ORCID http://orcid.org/0000-0002-8351-5119

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Breast cancer is the leading cause of cancer death among Brazilian women, yet mortality estimates are often underestimated due to ill-defined causes, incomplete diagnoses, underreporting, and data quality limitations. Using national mortality data from 2000 to 2023, we examined the spatial distribution of breast cancer mortality among women aged 20 years and older, comparing uncorrected and adjusted estimates. Adjustments were applied to correct ill-defined causes, incomplete diagnoses, underreporting, and other data quality limitations using methods developed by the World Health Organization and the Brazilian Institute of Geography and Statistics (IBGE). Age-standardized mortality rates were calculated for five time periods using the World Health Organization (WHO) standard population, and spatial patterns were analyzed using choropleth maps, Moran I, and Local Indicators of Spatial Association (LISA). A total of 328,319 breast cancer deaths were reported, increasing to 385,068 (+ 17.3%) after adjustment. Corrections had the greatest effect in the North and Northeast in 2000-2004 (up to + 69.9%), but declined substantially over time. Mortality remained consistently higher in wealthier regions, while adjustments revealed underestimation in historically underserved areas. These findings reveal enduring geographic inequalities in breast cancer mortality and underscore the urgent need for targeted interventions and improved surveillance systems.

Indexed as

Breast NeoplasmsAdultAgedBrazilFemaleHumansMiddle AgedSpatial AnalysisYoung AdultBreast neoplasmsData accuracyHealth disparitiesMortalitySpatial analysis

Identifiers

PMID41617775
PMCPMC12913644

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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.