Evidence map›Paper›PMID 38777987›Full record

ArticleBreast cancer (Tokyo, Japan)2024

Mesenchymal-like immune-altered is the fourth robust triple-negative breast cancer molecular subtype.

Pascal Jézéquel, Hamza Lasla, Wilfried Gouraud, Agnès Basseville, Bertrand Michel, Jean-Sébastien Frenel, Philippe P Juin, Fadoua Ben Azzouz, Mario Campone

Abstract read
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In one paragraph

Article in Breast cancer (Tokyo, Japan), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing 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

17 citing papers in PubMed.

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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

9 authors.

Pascal JézéquelInstitut de Cancérologie de l'Ouest, 44805, Saint Herblain, France. pascal.jezequel@ico.unicancer.fr.ORCID http://orcid.org/0000-0002-6068-6441
Hamza LaslaInstitut de Cancérologie de l'Ouest, 44805, Saint Herblain, France.
Wilfried GouraudInstitut de Cancérologie de l'Ouest, 44805, Saint Herblain, France.
Agnès BassevilleInstitut de Cancérologie de l'Ouest, 44805, Saint Herblain, France.
Bertrand MichelNantes Université, École Centrale Nantes, CNRS, Laboratoire de Mathématiques Jean Leray, LMJL, UMR 6629, 44000, Nantes, France.
Jean-Sébastien FrenelInstitut de Cancérologie de l'Ouest, 44805, Saint Herblain, France.
Philippe P JuinNantes Université, Univ Angers, INSERM, CNRS, CRCI2NA, 44000, Nantes, France.
Fadoua Ben AzzouzInstitut de Cancérologie de l'Ouest, 44805, Saint Herblain, France.
Mario CamponeInstitut de Cancérologie de l'Ouest, 44805, Saint Herblain, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRobust molecular subtyping of triple-negative breast cancer (TNBC) is a prerequisite for the success of precision medicine. Today, there is a clear consensus on three TNBC molecular subtypes: luminal androgen receptor (LAR), basal-like immune-activated (BLIA), and basal-like immune-suppressed (BLIS). However, the debate about the robustness of other subtypes is still open.

methodsAn unprecedented number (n = 1942) of TNBC patient data was collected. Microarray- and RNAseq-based cohorts were independently investigated. Unsupervised analyses were conducted using k-means consensus clustering. Clusters of patients were then functionally annotated using different approaches. Prediction of response to chemotherapy and targeted therapies, immune checkpoint blockade, and radiotherapy were also screened for each TNBC subtype.

resultsFour TNBC subtypes were identified in the cohort: LAR (19.36%); mesenchymal stem-like (MSL/MES) (17.35%); BLIA (31.06%); and BLIS (32.23%). Regarding the MSL/MES subtype, we suggest renaming it to mesenchymal-like immune-altered (MLIA) to emphasize its specific histological background and nature of immune response. Treatment response prediction results show, among other things, that despite immune activation, immune checkpoint blockade is probably less or completely ineffective in MLIA, possibly caused by mesenchymal background and/or an enrichment in dysfunctional cytotoxic T lymphocytes. TNBC subtyping results were included in the bc-GenExMiner v5.0 webtool ( http://bcgenex.ico.unicancer.fr ).

conclusionThe mesenchymal TNBC subtype is characterized by an exhausted and altered immune response, and resistance to immune checkpoint inhibitors. Consensus for molecular classification of TNBC subtyping and prediction of cancer treatment responses helps usher in the era of precision medicine for TNBC patients.

Indexed as

Triple Negative Breast NeoplasmsAdultAgedBiomarkers, TumorFemaleGene Expression ProfilingHumansImmune Checkpoint InhibitorsMesenchymal Stem CellsMiddle AgedPrecision MedicinePrognosisReceptors, AndrogenBiomarkers, TumorImmune Checkpoint InhibitorsReceptors, AndrogenImmune checkpoint blockadeMesenchymal-like immune-alteredSubtypesTreatment predictionTriple-negative breast cancer

Identifiers

PMID38777987

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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.