Evidence map›Paper›PMID 41652639›Full record

ArticleWorld journal of surgical oncology2026

Clinicopathological factors associated with sentinel lymph node positivity in breast cancer using indocyanine green: a retrospective study in Peru.

Gastón Wilmer Mendoza De Lama, Nancy Elena Muñoz Quispe, Jorge Marcelo Aguilar Cosme, Samantha Mendoza, Renson Eduardo Hidalgo Ramos, Diana Díaz-Llontop, Richard Eduardo Castillo Laborio, Juan Manuel Trejo Mena, Enrique Oswaldo Bedoya Ismodes, Luis Taxa

Abstract read
In one paragraph

Article in World journal of surgical oncology, 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. Trial
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

10 authors.

Gastón Wilmer Mendoza De LamaDetecta Clínica, Lima, Peru. investigacion@detecta.pe.ORCID http://orcid.org/0000-0002-3160-8161
Nancy Elena Muñoz QuispeDetecta Clínica, Lima, Peru.ORCID http://orcid.org/0000-0002-6430-1086
Jorge Marcelo Aguilar CosmeDetecta Clínica, Lima, Peru.ORCID http://orcid.org/0009-0009-0812-0756
Samantha MendozaDetecta Clínica, Lima, Peru.ORCID http://orcid.org/0000-0003-0763-309X
Renson Eduardo Hidalgo RamosDetecta Clínica, Lima, Peru.ORCID http://orcid.org/0009-0000-0085-7328
Diana Díaz-LlontopDetecta Clínica, Lima, Peru. diazllontopdiana@gmail.com.ORCID http://orcid.org/0009-0001-5035-9068
Richard Eduardo Castillo LaborioDetecta Clínica, Lima, Peru.ORCID http://orcid.org/0009-0006-7018-0205
Juan Manuel Trejo MenaDetecta Clínica, Lima, Peru.ORCID http://orcid.org/0000-0003-0293-6569
Enrique Oswaldo Bedoya IsmodesDetecta Clínica, Lima, Peru.ORCID http://orcid.org/0000-0002-6792-2371
Luis TaxaDetecta Clínica, Lima, Peru.ORCID http://orcid.org/0000-0002-0914-9149

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSentinel lymph node biopsy (SLNB) guided by indocyanine green is an innovative technique with a high detection rate in breast cancer; however, Latin American reports are scarce. This study describes the first series of patients in Peru who underwent this technique and evaluates the relationships between clinicopathological factors and lymph node positivity.

methodsA retrospective study was conducted on breast cancer patients who underwent SLNB guided by indocyanine green between 2021 and 2024. Clinical and pathological variables were analyzed, and their associations with lymph node positivity were evaluated via bivariate and multivariate statistical tests.

resultsSixty-nine patients were analyzed, and a detection rate of 100% was achieved with the indocyanine green technique. The sensitivity, specificity, positive predictive value, and negative predictive value were 96.9% (CI: 90.8%-99.9%), 97.3% (CI: 92.1%-99.9%), 96.9% (CI: 90.8%-99.9%), and 97.3% (CI: 92.0 - 99.9%), respectively, with 95% confidence intervals (CIs). SLN positivity was significantly associated with a larger preoperative ultrasound tumor size (25.4 ± 9.0 vs. 20.7 ± 9.2 mm; p = 0.018), pT stage (65.6% vs. 37.8%; p = 0.023), and the presence of lymphovascular invasion (p < 0.001). No significant differences were found in terms of age, body mass index, menopausal status, comorbidities, laterality, or histological grade.

conclusionsTumor size, pT stage, and lymphovascular invasion were the main predictors of lymph node positivity in this Peruvian cohort. This study constitutes the first Peruvian series evaluating indocyanine green-guided SLNB, providing relevant evidence for its implementation in Latin America and supporting its use as a safe and effective technique for the treatment of breast cancer.

Indexed as

Breast NeoplasmsIndocyanine GreenSentinel Lymph NodeSentinel Lymph Node BiopsyAdultAgedColoring AgentsFemaleFollow-Up StudiesHumansLymphatic MetastasisMiddle AgedPeruPrognosisRetrospective StudiesColoring AgentsIndocyanine GreenBreast neoplasmsIndocyanine greenSentinel lymph node

Identifiers

PMID41652639
PMCPMC12973559

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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.