ReviewJournal of experimental & clinical cancer research : CR2022
Heterogeneity of triple negative breast cancer: Current advances in subtyping and treatment implications.
Review in Journal of experimental & clinical cancer research : CR, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 129 papers.
What it found
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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.
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Who cites it
129 citing papers in PubMed, 170 citations in OpenAlex.
- Bevacizumab, tislelizumab and nab-paclitaxel for previously untreated metastatic triple-negative breast cancer: a phase II trial.Journal for immunotherapy of cancer · 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
- Molecular insights into triazole-based compounds for triple-negative breast cancer treatment.Journal of enzyme inhibition and medicinal chemistry · 2026Review
- Article
- Beyond conventional therapies: the evolution of targeted agents and immunotherapies in triple-negative breast cancer.Acta pharmacologica Sinica · 2026Review
- Breast cancer immunogenicity as a spectrum: evolving concepts and therapeutic implications.The Journal of clinical investigation · 2026Review
- [Preparation of HLYVSPW peptide-displaying outer membrane vesicles and validation of their in vitro targeting effects on triple-negative breast cancer cells].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2026Article
- Proteomic Signatures of Vemurafenib Resistance in Canine Urothelial Carcinoma Harboring the BRAFV595E Mutation.Journal of proteome research · 2026Article
- Immunohistochemistry-based molecular subtypes and stromal tumor-infiltrating lymphocytes in triple-negative breast cancer: a chemotherapy-only cohort.The oncologist · 2026Article
- CDCA4 Promotes Lipid Metabolism in Triple-Negative Breast Cancer Through Activation of the SESN2/mTOR/SREBP1 Pathway.Cancers · 2026Article
- Breast Cancer: Epidemiology, Molecular Classification, Diagnostics and Evolving Treatment Paradigms.Molecules (Basel, Switzerland) · 2026Review
- Macrophage Membrane-Engineered Biomimetic Nanoplatform Enables Immune Evasion and Immunomodulation for Enhanced Chemo-Photodynamic Therapy.Biomacromolecules · 2026Article
- Metabolic enzymes and immune receptors as emerging checkpoints in breast cancer: mechanisms, clinical trials, and therapeutic implications.Naunyn-Schmiedeberg's archives of pharmacology · 2026Review
- Beyond Molecular Classification in Metastatic Triple-Negative Breast Cancer: Toward Subtype-Guided Precision Oncology.International journal of molecular sciences · 2026Review
- PINK1‑mediated mitophagy enhances breast cancer proliferation through metabolic reprogramming.Oncology reports · 2026Article
- Podophyllotoxin sensitizes triple-negative breast cancer cells to CD47-targeted immunotherapy.Cell insight · 2026Article
- State-Aware RNA Biomarkers in Triple-Negative Breast Cancer (TNBC): Integrating Tumor Plasticity, Spatial Architecture, and Temporal Monitoring.International journal of molecular sciences · 2026Review
- Quantitative coupling of clonal CNV evolution and spatially restricted malignant states identifies MFGE8 as a candidate late-state-associated target in breast cancer.Journal of translational medicine · 2026Article
- Nanotechnology in triple-negative breast cancer: a review of nanocarrier systems for enhanced efficacy and reduced toxicity.Nanoscale advances · 2026Review
- Discovery and Evaluation of Biomarkers for Triple-Negative Breast Cancer Subtypes Uncovers Patient Stratification and Targeted Therapeutic Strategies.Cancer research · 2026Article
69 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
As the field of translational 'omics has progressed, refined classifiers at both genomic and proteomic levels have emerged to decipher the heterogeneity of breast cancer in a clinically-applicable way. The integration of 'omics knowledge at the DNA, RNA and protein levels is further expanding biologic understanding of breast cancer and opportunities for customized treatment, a particularly pressing need in clinically triple negative tumors. For this group of aggressive breast cancers, work from multiple groups has now validated at least four major biologically and clinically distinct omics-based subtypes. While to date most clinical trial designs have considered triple negative breast cancers as a single group, with an expanding arsenal of targeted therapies applicable to distinct biological pathways, survival benefits may be best realized by designing and analyzing clinical trials in the context of major molecular subtypes. While RNA-based classifiers are the most developed, proteomic classifiers proposed for triple negative breast cancer based on new technologies have the potential to more directly identify the most clinically-relevant biomarkers and therapeutic targets. Phospho-proteomic data further identify targetable signalling pathways in a unique subtype-specific manner. Single cell profiling of the tumor microenvironment represents a promising way to allow a better characterization of the heterogeneity of triple negative breast cancer which could be integrated in a spatially resolved context to build an ecosystem-based patient classification. Multi-omic data further allows in silico analysis of genetic and pharmacologic screens to map therapeutic vulnerabilities in a subtype-specific context. This review describes current knowledge about molecular subtyping of triple negative breast cancer, recent advances in omics-based genomics and proteomics diagnostics addressing the diversity of this disease, key advances made through single cell analysis approaches, and developments in treatments including targeted therapeutics being tested in major clinical trials.
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Registered trials
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.