Evidence map›Paper›PMID 25887482›Full record

ArticleBreast cancer research : BCR2015

Gene-expression molecular subtyping of triple-negative breast cancer tumours: importance of immune response.

Pascal Jézéquel, Delphine Loussouarn, Catherine Guérin-Charbonnel, Loïc Campion, Antoine Vanier, Wilfried Gouraud, Hamza Lasla, Catherine Guette, Isabelle Valo, Véronique Verrièle and 1 more

Open access · goldAbstract read
In one paragraph

Article in Breast cancer research : BCR, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 197 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
197citing papers in PubMed, 1 pooled it
9.3field-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

197 citing papers in PubMed, 1 synthesis or guideline pooled it, 329 citations in OpenAlex.

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137 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

11 authors at 3 institutions in 1 country.

Pascal JézéquelUnité Mixte de Génomique du Cancer, Institut de Cancérologie de l'Ouest - site René Gauducheau, Bd J. Monod, 44805, Saint Herblain Cedex, France. Pascal.jezequel@ico.unicancer.fr.
Delphine LoussouarnINSERM U892, IRT-UN, 8 quai Moncousu, 44007, Nantes Cedex, France. delphine.loussouarn@chu-nantes.fr.
Catherine Guérin-CharbonnelUnité Mixte de Génomique du Cancer, Institut de Cancérologie de l'Ouest - site René Gauducheau, Bd J. Monod, 44805, Saint Herblain Cedex, France. catherine.guerin@ico.unicancer.fr.
Loïc CampionINSERM U892, IRT-UN, 8 quai Moncousu, 44007, Nantes Cedex, France. loic.campion@ico.unicancer.fr.
Antoine VanierSorbonne Universités, UPMC University, Département de Biostatistique, 4 place Jussieu, 75005, Paris, France. antoine.vanier@gmail.com.
Wilfried GouraudUnité Mixte de Génomique du Cancer, Institut de Cancérologie de l'Ouest - site René Gauducheau, Bd J. Monod, 44805, Saint Herblain Cedex, France. wilfried.gouraud@ico.unicancer.fr.
Hamza LaslaUnité de Bioinfomique, Institut de Cancérologie de l'Ouest - site René Gauducheau, Bd J. Monod, 44805, Saint Herblain Cedex, France. hamza.lasla@ico.unicancer.fr.
Catherine GuetteInstitut de Cancérologie de l'Ouest - site Paul Papin, 2 rue Moll, 49933, Angers Cedex 9, France. catherine.guette@ico.unicancer.fr.
Isabelle ValoLaboratoire d'Anatomie Pathologique, Institut de Cancérologie de l'Ouest - site Paul Papin, 2 rue Moll, 49933, Angers Cedex 9, France. isabelle.valo@ico.unicancer.fr.
Véronique VerrièleLaboratoire d'Anatomie Pathologique, Institut de Cancérologie de l'Ouest - site Paul Papin, 2 rue Moll, 49933, Angers Cedex 9, France. veronique.verriele@ico.unicancer.fr.
Mario CamponeUnité de Bioinfomique, Institut de Cancérologie de l'Ouest - site René Gauducheau, Bd J. Monod, 44805, Saint Herblain Cedex, France. mario.campone@ico.unicancer.fr.
Institut de Cancérologie de l'Ouest · FRInserm · FRUniversité Paris Cité · FR

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionTriple-negative breast cancers need to be refined in order to identify therapeutic subgroups of patients.

methodsWe conducted an unsupervised analysis of microarray gene-expression profiles of 107 triple-negative breast cancer patients and undertook robust functional annotation of the molecular entities found by means of numerous approaches including immunohistochemistry and gene-expression signatures. A triple-negative external cohort (n=87) was used for validation.

resultsFuzzy clustering separated triple-negative tumours into three clusters: C1 (22.4%), C2 (44.9%) and C3 (32.7%). C1 patients were older (mean=64.6 years) than C2 (mean=56.8 years; P=0.03) and C3 patients (mean=51.9 years; P=0.0004). Histological grade and Nottingham prognostic index were higher in C2 and C3 than in C1 (P<0.0001 for both comparisons). Significant event-free survival (P=0.03) was found according to cluster membership: patients belonging to C3 had a better outcome than patients in C1 (P=0.01) and C2 (P=0.02). Event-free survival analysis results were confirmed when our cohort was pooled with the external cohort (n=194; P=0.01). Functional annotation showed that 22% of triple-negative patients were not basal-like (C1). C1 was enriched in luminal subtypes and positive androgen receptor (luminal androgen receptor). C2 could be considered as an almost pure basal-like cluster. C3, enriched in basal-like subtypes but to a lesser extent, included 26% of claudin-low subtypes. Dissection of immune response showed that high immune response and low M2-like macrophages were a hallmark of C3, and that these patients had a better event-free survival than C2 patients, characterized by low immune response and high M2-like macrophages: P=0.02 for our cohort, and P=0.03 for pooled cohorts.

conclusionsWe identified three subtypes of triple-negative patients: luminal androgen receptor (22%), basal-like with low immune response and high M2-like macrophages (45%), and basal-enriched with high immune response and low M2-like macrophages (33%). We noted out that macrophages and other immune effectors offer a variety of therapeutic targets in breast cancer, and particularly in triple-negative basal-like tumours. Furthermore, we showed that CK5 antibody was better suited than CK5/6 antibody to subtype triple-negative patients.

Indexed as

Gene Expression ProfilingGene Expression Regulation, NeoplasticAdultAgedBiomarkers, TumorCluster AnalysisComputational BiologyFemaleHumansImmunity, InnateImmunohistochemistryKaplan-Meier EstimateMiddle AgedMolecular Sequence AnnotationNeoplasm StagingPrognosisBiomarkers, Tumor

Identifiers

PMID25887482
PMCPMC4389408
OpenAlexW2105133921

What OpenQuestion holds

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LicenceCC BY
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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.