Evidence map›Paper›PMID 41777643›Full record

ArticleThe breast journal2026

Symptom Clusters in Brazilian Women With Stage I and Stage III Nonmetastatic Breast Cancer: A Cross-Sectional Study.

Luís Carlos Lopes-Júnior, Etreo Junior Carneiro da Silva Minarini, Raphael Manhães Pessanha, Luiz Cláudio Barreto Silva Neto, Naira Santos D'Agostini, Jonathan Grassi, Karla Anacleto Vasconcellos, Roberto Júnio Gomes Silva, Leticia Batista de Azevedo, Livia Machado Giacomin and 2 more

Abstract read
In one paragraph

Article in The breast journal, 2026. 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. 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

12 authors.

Luís Carlos Lopes-JúniorHealth Sciences Center, Graduate Program in Public Health (PPGSC/UFES) at the Federal University of Espirito Santo, Vitória, Espírito Santo, Brazil.ORCID 0000-0002-2424-6510
Etreo Junior Carneiro da Silva MinariniHealth Sciences Center, Graduate Program in Public Health (PPGSC/UFES) at the Federal University of Espirito Santo, Vitória, Espírito Santo, Brazil.
Raphael Manhães PessanhaHealth Sciences Center, Graduate Program in Public Health (PPGSC/UFES) at the Federal University of Espirito Santo, Vitória, Espírito Santo, Brazil.
Luiz Cláudio Barreto Silva NetoHealth Sciences Center, Graduate Program in Public Health (PPGSC/UFES) at the Federal University of Espirito Santo, Vitória, Espírito Santo, Brazil.
Naira Santos D'AgostiniHealth Sciences Center, Graduate Program in Public Health (PPGSC/UFES) at the Federal University of Espirito Santo, Vitória, Espírito Santo, Brazil.
Jonathan GrassiHealth Sciences Center, Graduate Program in Public Health (PPGSC/UFES) at the Federal University of Espirito Santo, Vitória, Espírito Santo, Brazil.
Karla Anacleto VasconcellosHealth Sciences Center, Graduate Program in Public Health (PPGSC/UFES) at the Federal University of Espirito Santo, Vitória, Espírito Santo, Brazil.
Roberto Júnio Gomes SilvaHealth Sciences Center, Graduate Program in Nutrition and Health (PPGNS/UFES) at the Federal University of Espirito Santo, Vitória, Espírito Santo, Brazil.
Leticia Batista de AzevedoHealth Sciences Center, Graduate Program in Nutrition and Health (PPGNS/UFES) at the Federal University of Espirito Santo, Vitória, Espírito Santo, Brazil.
Livia Machado GiacominHealth Sciences Center, Graduate Program in Public Health (PPGSC/UFES) at the Federal University of Espirito Santo, Vitória, Espírito Santo, Brazil.
Oscar Geovanny Enriquez-MartinezHealth Sciences Center, Graduate Program in Public Health (PPGSC/UFES) at the Federal University of Espirito Santo, Vitória, Espírito Santo, Brazil.
Wesley Rocha GrippaHealth Sciences Center, Graduate Program in Public Health (PPGSC/UFES) at the Federal University of Espirito Santo, Vitória, Espírito Santo, Brazil.ORCID 0000-0003-3572-6031

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Breast cancer is the most commonly diagnosed malignancy among women worldwide and a leading cause of cancer-related morbidity. As treatment advances have improved survival rates, symptom management has become a key component of comprehensive cancer care. Cancer-related symptoms often present in clusters rather than in isolation, potentially amplifying patient discomfort and negatively impacting quality of life. Identifying stage-specific symptom cluster patterns may provide critical insights for developing personalized supportive care strategies. This study aimed to identify and compare the prevalence, intensity, and discomfort of symptom clusters in women with Stage I and Stage III nonmetastatic breast cancer. Method: This cross-sectional study included 87 women aged > 18 years with histopathological diagnoses of Stages I-III breast cancer, undergoing any phase of antineoplastic treatment at an oncology hospital in Brazil. Symptoms were assessed using the Memorial Symptom Assessment Scale (MSAS). The bootstrap resampling method was used to estimate 95% confidence intervals (CIs) for prevalence ratios (PRs) of MSAS symptoms, stratified by cancer stage. Symptom clusters were identified using hierarchical and k-means clustering analyses. Results: Among Stage I patients, the most prevalent symptoms were pain (68.6%), worrying (62.8%), difficulty sleeping (62.8%), and fatigue (60.8%). In Stage III patients, the most frequent symptoms were pain (72.0%), fatigue (66.7%), worrying (63.9%), and dry mouth (50.0%). Stage I patients had a higher prevalence of difficulty concentrating (PR = 1.50; Conclusion: These findings highlight the heterogeneity of symptom experiences in women with nonmetastatic breast cancer, with distinct cluster profiles emerging at different disease stages. Understanding stage-specific symptom patterns may inform more personalized and targeted supportive care strategies to improve quality of life and clinical outcomes in this population.

Indexed as

Breast NeoplasmsAdultAgedBrazilCluster AnalysisCross-Sectional StudiesFatigueFemaleHumansMiddle AgedNeoplasm StagingPrevalenceQuality of LifeSymptom AssessmentSymptom Burdenbreast cancercancer symptom clusterssymptom management

Identifiers

PMID41777643
PMCPMC12951005

What Socratic holds

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LicenceCC BY
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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 Socratic graph.