Evidence map›Paper›PMID 41311331›Full record

ArticleJournal of breast cancer2025

Identification of Poor Prognostic Markers in Triple-Negative Breast Cancer Using Whole Exome Sequencing.

Seungju Lee, Hyun Yul Kim, Youn Joo Jung, Seok-Kyung Kang, Miri Ryu, Meehyun Lee, Sun Min Lee, Seung Hwan Oh, Jieon Lee, Seongdo Jeong and 2 more

Abstract read
In one paragraph

Article in Journal of breast cancer, 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. 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.

Seungju LeeDepartment of Surgery, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Yangsan, Korea.ORCID https://orcid.org/0000-0001-5100-0017
Hyun Yul KimDepartment of Surgery, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Yangsan, Korea.ORCID https://orcid.org/0000-0001-7717-7734
Youn Joo JungDepartment of Surgery, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Yangsan, Korea.ORCID https://orcid.org/0000-0002-9647-8556
Seok-Kyung KangDepartment of Surgery, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Yangsan, Korea.ORCID https://orcid.org/0000-0002-4119-9445
Miri RyuDepartment of Surgery, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Yangsan, Korea.ORCID https://orcid.org/0009-0005-9540-5346
Meehyun LeeDepartment of Surgery, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Yangsan, Korea.ORCID https://orcid.org/0009-0007-3946-0839
Sun Min LeeDepartment of Laboratory Medicine, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Yangsan, Korea.ORCID https://orcid.org/0000-0002-2896-3365
Seung Hwan OhDepartment of Laboratory Medicine, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Yangsan, Korea.ORCID https://orcid.org/0000-0002-1946-9939
Jieon LeeDepartment of Neurology, Pusan National University Yangsan Hospital, Yangsan, Korea.ORCID https://orcid.org/0009-0001-9477-2698
Seongdo JeongResearch Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Korea.ORCID https://orcid.org/0009-0003-2105-6863
Junho KangDepartment of Research, Keimyung University Dongsan Medical Center, Daegu, Korea. rkdwnsgh2002@nate.com.ORCID https://orcid.org/0000-0003-3430-0960
Jee Yeon KimResearch Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Korea.ORCID https://orcid.org/0000-0002-0503-984X

Funding

Pusan National University Yangsan HospitalResearch Institute for the Convergence of Biomedical Science and Technology 30-2023-021
6 · The paper itself

Abstract

purposeTriple-negative breast cancer (TNBC) is a heterogeneous and aggressive subtype of breast cancer associated with poor clinical outcomes. Although programmed death ligand 1 (PD-L1) expression has emerged as both a prognostic and predictive biomarker, its utility remains limited, especially in PD-L1-negative tumors. The identification of additional molecular markers is crucial for improving prognostic stratification and guiding treatment strategies.

methodsFormalin-fixed, paraffin-embedded tumor tissues from 38 patients with TNBC were analyzed. PD-L1 expression was assessed using immunohistochemistry and categorized as positive or negative. Whole-exome sequencing was performed, and somatic variants were analyzed using Maftools. Mutational signatures were compared with the Catalogue Of Somatic Mutations In Cancer reference profiles. Survival analyses were performed to evaluate the prognostic significance of the identified variants.

resultsMutational landscape analysis revealed that C>T and G>A transitions were the most frequent base substitutions. PD-L1-negative tumors exhibited a predominance of single-base substitution (SBS) 5, whereas PD-L1-positive tumors resembled SBS6, reflecting potential differences in the underlying mutational processes. Comparative analysis identified 12 PD-L1-negative-specific and seven PD-L1-positive-specific variants. Among PD-L1-negative tumors, mutations in

conclusionOur findings highlight distinct mutational profiles and prognostic variants according to PD-L1 status in TNBC.

Indexed as

Exome SequencingMutationPrognosisTriple Negative Breast Neoplasms

Identifiers

PMID41311331
PMCPMC12768588

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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.