ArticleAnnals of oncology : official journal of the European Society for Medical Oncology2018
Unravelling triple-negative breast cancer molecular heterogeneity using an integrative multiomic analysis.
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.
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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.
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Who cites it
226 citing papers in PubMed, 357 citations in OpenAlex.
- CfDNA-based copy-number dynamics during anti-PD1 treatment in metastatic triple negative breast cancer.Cell reports. Medicine · 2025Trial
- 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 · 2023Trial
- Final results of the double-blind placebo-controlled randomized phase 2 LOTUS trial of first-line ipatasertib plus paclitaxel for inoperable locally advanced/metastatic triple-negative breast cancer.Breast cancer research and treatment · 2021Trial
- FBXW5 blunts RIGI/MDA5/IFN signaling to drive immune evasion and chemo-immune resistance in triple-negative breast cancer models.The Journal of clinical investigation · 2026Article
- Beyond conventional therapies: the evolution of targeted agents and immunotherapies in triple-negative breast cancer.Acta pharmacologica Sinica · 2026Review
- Integrative systems biology identifies PSMB2 as a core oxidative stress-associated target in triple-negative breast cancer.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- Immunohistochemical Characterization of the Androgen Receptor in Breast Cancer and Its Relationship with Breast Cancer Subtypes.Medical sciences (Basel, Switzerland) · 2026Observational
- Turning off methylglyoxal stress: an alternative approach to inhibit MDSC expansion and metastasis in triple-negative breast cancer.Journal for immunotherapy of cancer · 2026Article
- A β-Hydroxybutyrylation-FOXM1/CENPA Axis Links Ketone-Body Metabolism to Mitotic Transcription in Basal-like Breast Cancer.International journal of molecular sciences · 2026Article
- Genomic Alterations in Quadruple-Negative Breast Cancer Tumors.International journal of molecular sciences · 2026Article
- Integrated Assessment of HIF-1α and SOD2 Expression and Their Prognostic Implications in Triple-Negative Breast Cancer.International journal of molecular sciences · 2026Article
- Geospatial genetic evolution and phenotypic plasticity in triple-negative breast cancer.Genome medicine · 2026Article
- Beyond Molecular Classification in Metastatic Triple-Negative Breast Cancer: Toward Subtype-Guided Precision Oncology.International journal of molecular sciences · 2026Review
- CD133 Shapes Extracellular Vesicle Cargo and Angiogenic Function in Basal-Like Triple-Negative Breast Cancer.Journal of extracellular vesicles · 2026Article
- Multidimensional MRI radiomics-based model predicts recurrence risk in triple-negative breast cancer.NPJ precision oncology · 2026Article
- Nanotechnology in triple-negative breast cancer: a review of nanocarrier systems for enhanced efficacy and reduced toxicity.Nanoscale advances · 2026Review
- Identification and functional validation of EPS15L1 as a key driver of triple-negative breast cancer.NPJ breast cancer · 2026Article
- Review
- Navigating chemoresistance in triple-negative breast cancer: interplay between molecular signalling pathways and immune microenvironment.Molecular biology reports · 2026Review
- Programmable nanomicelles rewire myeloid immunity for durable control of primary and metastatic breast cancer.Nature communications · 2026Article
166 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
7 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
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.
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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.