Evidence map›Paper›PMID 42118750›Full record

ArticlePloS one2026

Analysis of tumor-infiltrating lymphocytes as prognostic factor in triple-negative breast cancer: A protocol of systematic review and meta-analysis.

Luciana Carla Martins de Aquino, Elisandra Inara Silva Andrade, Luana Maria Ferreira Nunes, Edilmar de Moura Santos, Ayane Cristine Alves Sarmento, Kleyton Santos de Medeiros, Ana Katherine Gonçalves

Abstract read
In one paragraph

Article in PloS one, 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

7 authors.

Luciana Carla Martins de AquinoOncology Department, Liga Contra o Câncer, Natal, Rio Grande do Norte, Brazil.
Elisandra Inara Silva AndradeDepartment of Medicine, Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.ORCID https://orcid.org/0009-0003-1845-3729
Luana Maria Ferreira NunesDepartment of Medicine, Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil.
Edilmar de Moura SantosRadiotherapy Department, Liga Contra o Câncer, Natal, Rio Grande do Norte, Brazil.
Ayane Cristine Alves SarmentoInstitute of Education, Research and Innovation, Liga Contra o Câncer, Natal, Rio Grande do Norte, Brazil.
Kleyton Santos de MedeirosInstitute of Education, Research and Innovation, Liga Contra o Câncer, Natal, Rio Grande do Norte, Brazil.
Ana Katherine GonçalvesPostgraduate Program in Health Sciences, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil.ORCID https://orcid.org/0000-0002-8351-5119

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeBreast cancer is the most common malignant tumor among women worldwide, with an estimated 2.3 million new cases and nearly 670,000 deaths reported in 2022. The absence of hormone receptors and HER2 in triple-negative breast cancer (TNBC) reduces therapeutic options, contributing to a poorer prognosis. Tumor-infiltrating lymphocytes (TILs) are cells present in the tumor microenvironment, associated with a better prognosis and potentially playing a role in patient stratification and therapeutic management in the future. This protocol aims to assess the prognostic value of TILs in the survival of patients with TNBC, as well as their relationship with disease recurrence.

methodsComprehensive search will be conducted in the following databases: PubMed, Embase, Lilacs, Web of Science, Scopus, SciELO, ScienceDirect, and the Cochrane Library. The search will include cohort, case-control, and clinical trials studies that approach the prognostic value of TILs in TNBC and their role in optimizing treatment strategies, and no language restrictions. Two independent reviewers will select articles based on predefined inclusion and exclusion criteria, extract data, and assess the risk of bias using the QUIPS tool. Data synthesis will be conducted using the "meta" package in R software, version 4.3.1.

conclusionsThis systematic review will synthesize current evidence on the prognostic significance of TILs in triple-negative breast cancer and their association with patient survival and disease recurrence. The findings may contribute to a better understanding of TILs as potential biomarkers for prognosis and guide future therapeutic strategies in TNBC management. Review registration: CRD42024568600.

Indexed as

Lymphocytes, Tumor-InfiltratingTriple Negative Breast NeoplasmsBiomarkers, TumorFemaleHumansMeta-Analysis as TopicNeoplasm Recurrence, LocalPrognosisSystematic Reviews as TopicTumor MicroenvironmentBiomarkers, Tumor

Identifiers

PMID42118750
PMCPMC13166935

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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.