Evidence map›Paper›PMID 29365031›Full record

ArticleAnnals of oncology : official journal of the European Society for Medical Oncology2018

Unravelling triple-negative breast cancer molecular heterogeneity using an integrative multiomic analysis.

Y Bareche, D Venet, M Ignatiadis, P Aftimos, M Piccart, F Rothe, C Sotiriou

Open access · bronzeAbstract read
In one paragraph

Article in Annals of oncology : official journal of the European Society for Medical Oncology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 226 papers.

0numbers the graph read from it
0cells of the map it votes in
226citing papers in PubMed
11.4field-weighted citation impact, top 1% of its field
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

226 citing papers in PubMed, 357 citations in OpenAlex.

  1. Trial
  2. Triple-Negative PAM50 Non-Basal Breast Cancer Subtype Predicts Benefit from Extended Adjuvant Capecitabine.Clinical cancer research : an official journal of the American Association for Cancer Research · 2023
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  10. Genomic Alterations in Quadruple-Negative Breast Cancer Tumors.International journal of molecular sciences · 2026
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  13. Review
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166 more citing papers are in PubMed but not listed here.

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 at 1 institution in 1 country.

Y BarecheJ.-C. Heuson Breast Cancer Translational Research Laboratory, Université Libre de Bruxelles, Brussels, Belgium.
D VenetJ.-C. Heuson Breast Cancer Translational Research Laboratory, Université Libre de Bruxelles, Brussels, Belgium.
M IgnatiadisDepartment of Medical Oncolog, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
P AftimosDepartment of Medical Oncolog, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
M PiccartDepartment of Medical Oncolog, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
F RotheJ.-C. Heuson Breast Cancer Translational Research Laboratory, Université Libre de Bruxelles, Brussels, Belgium.
C SotiriouJ.-C. Heuson Breast Cancer Translational Research Laboratory, Université Libre de Bruxelles, Brussels, Belgium; Department of Medical Oncolog, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium. Electronic address: christos.sotiriou@bordet.be.
Université Libre de Bruxelles · BE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Recent efforts of genome-wide gene expression profiling analyses have improved our understanding of the biological complexity and diversity of triple-negative breast cancers (TNBCs) reporting, at least six different molecular subtypes of TNBC namely Basal-like 1 (BL1), basal-like 2 (BL2), immunomodulatory (IM), mesenchymal (M), mesenchymal stem-like (MSL) and luminal androgen receptor (LAR). However, little is known regarding the potential driving molecular events within each subtype, their difference in survival and response to therapy. Further insight into the underlying genomic alterations is therefore needed. Patients and methods: This study was carried out using copy-number aberrations, somatic mutations and gene expression data derived from the Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) and The Cancer Genome Atlas. TNBC samples (n = 550) were classified according to Lehmann's molecular subtypes using the TNBCtype online subtyping tool (http://cbc.mc.vanderbilt.edu/tnbc/). Results: Each subtype showed significant clinic-pathological characteristic differences. Using a multivariate model, IM subtype showed to be associated with a better prognosis (HR = 0.68; CI = 0.46-0.99; P = 0.043) whereas LAR subtype was associated with a worst prognosis (HR = 1.47; CI = 1.0-2.14; P = 0.046). BL1 subtype was found to be most genomically instable subtype with high TP53 mutation (92%) and copy-number deletion in genes involved in DNA repair mechanism (BRCA2, MDM2, PTEN, RB1 and TP53). LAR tumours were associated with higher mutational burden with significantly enriched mutations in PI3KCA (55%), AKT1 (13%) and CDH1 (13%) genes. M and MSL subtypes were associated with higher signature score for angiogenesis. Finally, IM showed high expression levels of immune signatures and check-point inhibitor genes such as PD1, PDL1 and CTLA4. Conclusion: Our findings highlight for the first time the substantial genomic heterogeneity that characterize TNBC molecular subtypes, allowing for a better understanding of the disease biology as well as the identification of several candidate targets paving novel approaches for the development of anticancer therapeutics for TNBC.

Indexed as

Genetic HeterogeneityGenomeTranscriptomeAdultFemaleGene Expression ProfilingHumansMiddle AgedMutationReceptors, AndrogenTriple Negative Breast NeoplasmsAR protein, humanReceptors, Androgen

Identifiers

PMID29365031
PMCPMC5913636
OpenAlexW2794018125

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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 OpenQuestion graph.