ArticlePloS one2016
Refinement of Triple-Negative Breast Cancer Molecular Subtypes: Implications for Neoadjuvant Chemotherapy Selection.
Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 832 papers, 2 of them syntheses that pooled 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.
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.
PAveMenT: Phase Ib Study of Palbociclib and Avelumab in Metastatic AR+ Triple Negative Breast Cancer
Research on Neuroendocrine Neoplasm in a Single Center Based on Multi-omics Integrated Analysis
Who cites it
832 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Pooled it
- Non-Coding RNA-Based Therapeutic Strategies in Triple-Negative Breast Cancer: A Systematic Review.International journal of molecular sciences · 2026Pooled it
- Atezolizumab in early triple-negative breast cancer: the randomized phase 3 NSABP B-59/GeparDouze trial.Nature medicine · 2026Trial
- Molecular evaluation of residual disease following neoadjuvant chemotherapy in triple-negative breast cancer CALGB 40603 (Alliance).The Journal of clinical investigation · 2026Trial
- Biomarker-guided responses in patient-derived organoids predict effective therapies in breast cancer.Cell reports. Medicine · 2026Trial
- Carboplatin with or without nivolumab in metastatic triple-negative breast cancer: a randomized phase II trial.Nature communications · 2026Trial
- The ARTEMIS trial identifies immune activation as a key predictor of neoadjuvant chemotherapy response in triple-negative breast cancer.Breast cancer research : BCR · 2026Trial
- An Annotated Biobank of Triple-Negative Breast Cancer Patient-Derived Xenografts Features Treatment-Naïve and Longitudinal Samples during Neoadjuvant Chemotherapy.Cancer research · 2025Trial
- The spatially informed mFISHseq assay resolves biomarker discordance and predicts treatment response in breast cancer.Nature communications · 2025Trial
- Modulation of the response to immunotherapy in triple-negative breast cancer: the role of the microbiota and microbial metabolites in the tumor microenvironment.Gut microbes · 2026Review
- Quantitative Systems Pharmacology Model for TROP-2 Targeted Antibody-Drug Conjugate in Triple-Negative Breast Cancer.bioRxiv : the preprint server for biology · 2026Article
- Surgery-first versus neoadjuvant chemotherapy in stage I (cT1c) triple-negative breast cancer: A critical reappraisal.Breast (Edinburgh, Scotland) · 2026Review
- TFAP2B and FOXC1 are associated with biologically and clinically distinct differentiation states in triple-negative breast cancer.Scientific reports · 2026Article
- Adjuvant therapies by anthocyanins potentially mitigating drug resistance and metastatic disease risks in stratified breast cancers: the 3PM-conceptual innovation targeted to NF-kappaB/EMT plasticity.The EPMA journal · 2026Article
- Current and future therapies for triple-negative breast cancer.Journal of hematology & oncology · 2026Review
- Tumor-Intrinsic DNA Damage Signaling Is Associated with MHC-I Expression and CD8 Cytotoxic T-Cell Engagement in Triple-Negative Breast Cancer.Current issues in molecular biology · 2026Article
- Genome-wide DNA methylation profiling of triple-negative breast cancer uncovers epigenetic biomarkers of tumor identity and the immune microenvironment.NPJ breast cancer · 2026Article
- DNA Polymerase Beta Catalytic and Fidelity Mutations Drive Platinum-Specific Drug Sensitivity.Cancers · 2026Article
- Time- and dose-dependent regulation of circular RNAs in the response of triple-negative breast cancer cells to ionizing radiation.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026Article
- Emerging role of human epidermal growth factor 2-low status in the prognosis and management of triple-negative breast cancer: a narrative review.Translational cancer research · 2026Review
772 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
Triple-negative breast cancer (TNBC) is a heterogeneous disease that can be classified into distinct molecular subtypes by gene expression profiling. Considered a difficult-to-treat cancer, a fraction of TNBC patients benefit significantly from neoadjuvant chemotherapy and have far better overall survival. Outside of BRCA1/2 mutation status, biomarkers do not exist to identify patients most likely to respond to current chemotherapy; and, to date, no FDA-approved targeted therapies are available for TNBC patients. Previously, we developed an approach to identify six molecular subtypes TNBC (TNBCtype), with each subtype displaying unique ontologies and differential response to standard-of-care chemotherapy. Given the complexity of the varying histological landscape of tumor specimens, we used histopathological quantification and laser-capture microdissection to determine that transcripts in the previously described immunomodulatory (IM) and mesenchymal stem-like (MSL) subtypes were contributed from infiltrating lymphocytes and tumor-associated stromal cells, respectively. Therefore, we refined TNBC molecular subtypes from six (TNBCtype) into four (TNBCtype-4) tumor-specific subtypes (BL1, BL2, M and LAR) and demonstrate differences in diagnosis age, grade, local and distant disease progression and histopathology. Using five publicly available, neoadjuvant chemotherapy breast cancer gene expression datasets, we retrospectively evaluated chemotherapy response of over 300 TNBC patients from pretreatment biopsies subtyped using either the intrinsic (PAM50) or TNBCtype approaches. Combined analysis of TNBC patients demonstrated that TNBC subtypes significantly differ in response to similar neoadjuvant chemotherapy with 41% of BL1 patients achieving a pathological complete response compared to 18% for BL2 and 29% for LAR with 95% confidence intervals (CIs; [33, 51], [9, 28], [17, 41], respectively). Collectively, we provide pre-clinical data that could inform clinical trials designed to test the hypothesis that improved outcomes can be achieved for TNBC patients, if selection and combination of existing chemotherapies is directed by knowledge of molecular TNBC subtypes.
Indexed as
Identifiers
What OpenQuestion holds
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.