ArticleThe oncologist2020
Molecular Subtyping of Triple-Negative Breast Cancers by Immunohistochemistry: Molecular Basis and Clinical Relevance.
Article in The oncologist, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 127 papers.
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Who cites it
127 citing papers in PubMed, 203 citations in OpenAlex.
- Multimodal assessment of exceptional responders refines subtyping-directed precision treatment in HR+/HER2- breast cancer.The Journal of clinical investigation · 2026Trial
- Phase II Clinical Study of Adebrelimab and Bevacizumab Combined With Cisplatin/Carboplatin in Patients With Triple-Negative Breast Cancer With Brain Metastases (ABC Study).Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2026Trial
- Subtyping-based platform guides precision medicine for heavily pretreated metastatic triple-negative breast cancer: The FUTURE phase II umbrella clinical trial.Cell research · 2023Trial
- Combined angiogenesis and PD-1 inhibition for immunomodulatory TNBC: concept exploration and biomarker analysis in the FUTURE-C-Plus trial.Molecular cancer · 2022Trial
- Nomograms for the prognosis prediction model of early-stage triple-negative breast cancer - based on SEER database.Future science OA · 2026Article
- Article
- Distinct Associations of PTEN and TMPRSS4 Expression with Clinical Outcomes and Fudan Immunohistochemistry-Based Subtypes in Triple-Negative Breast Cancer.Life (Basel, Switzerland) · 2026Article
- TFAP2B and FOXC1 are associated with biologically and clinically distinct differentiation states in triple-negative breast cancer.Scientific reports · 2026Article
- Immunohistochemistry-based molecular subtypes and stromal tumor-infiltrating lymphocytes in triple-negative breast cancer: a chemotherapy-only cohort.The oncologist · 2026Article
- SLC22A3 regulates ferroptosis in the mesenchymal subtype of triple-negative breast cancer by modulating histone H3K4 serotonylation.Cell death & disease · 2026Article
- Beyond Molecular Classification in Metastatic Triple-Negative Breast Cancer: Toward Subtype-Guided Precision Oncology.International journal of molecular sciences · 2026Review
- Preclinical Study of Radiolabeled LyP-1 for Detecting Sunitinib-induced Changes in the Tumor Microenvironment and Synergistic Antitumor Effects in Triple-negative Breast Cancer.Molecular imaging and biology · 2026Article
- Organoid models: Regulations and prospects for the development of investigational new drugs.Chinese medical journal · 2026Review
- Clinicopathological observation and initial exploration of characteristic biomarkers in breast apocrine carcinoma.Journal of translational medicine · 2026Article
- Infiltration of TIM4-positive intratumoral macrophages serves as an adverse prognostic factor in breast cancer.Breast cancer (Tokyo, Japan) · 2026Article
- Applications of Metabolomics to the Clinical Management of Breast Cancer: New Perspectives for Diagnosis, Treatment and Prognosis.International journal of molecular sciences · 2026Review
- Stage-Specific Regulation of Ubiquitination Modifications and Prospects for Targeted Therapy in Triple-Negative Breast Cancer.Oncology research · 2026Review
- T-Cell Immunoglobulin and Mucin Domain 1 (Tim1) as a Prognostic Factor Associated With Therapeutic Resistance in Human Breast Carcinoma.International journal of breast cancer · 2026Article
- Predictors of survival in triple-negative breast cancer patients treated with neoadjuvant chemotherapy, surgery, and radiotherapy.Frontiers in oncology · 2026Article
- C-type lectin-like domain family 2 (CLEC2D) promotes proliferation and migration of breast cancer and serves as a poor prognostic factor.Breast cancer (Tokyo, Japan) · 2026Article
67 more citing papers are in PubMed but not listed here.
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Authors and funding
13 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMolecular subtyping of triple-negative breast cancers (TNBCs) via gene expression profiling is essential for understanding the molecular essence of this heterogeneous disease and for guiding individualized treatment. We aim to devise a clinically practical method based on immunohistochemistry (IHC) for the molecular subtyping of TNBCs. MATERIALS AND
methodsBy analyzing the RNA sequencing data on TNBCs from Fudan University Shanghai Cancer Center (FUSCC) (n = 360) and The Cancer Genome Atlas data set (n = 158), we determined markers that can identify specific molecular subtypes. We performed immunohistochemical staining on tumor sections of 210 TNBCs from FUSCC, established an IHC-based classifier, and applied it to another two cohorts (n = 183 and 214).
resultsWe selected androgen receptor (AR), CD8, FOXC1, and DCLK1 as immunohistochemical markers and classified TNBCs into five subtypes based on the staining results: (a) IHC-based luminal androgen receptor (IHC-LAR; AR-positive [+]), (b) IHC-based immunomodulatory (IHC-IM; AR-negative [-], CD8+), (c) IHC-based basal-like immune-suppressed (IHC-BLIS; AR-, CD8-, FOXC1+), (d) IHC-based mesenchymal (IHC-MES; AR-, CD8-, FOXC1-, DCLK1+), and (e) IHC-based unclassifiable (AR-, CD8-, FOXC1-, DCLK1-). The κ statistic indicated substantial agreement between the IHC-based classification and mRNA-based classification. Multivariate survival analysis suggested that our IHC-based classification was an independent prognostic factor for relapse-free survival. Transcriptomic data and pathological observations implied potential treatment strategies for different subtypes. The IHC-LAR subtype showed relative activation of HER2 pathway. The IHC-IM subtype tended to exhibit an immune-inflamed phenotype characterized by the infiltration of CD8+ T cells into tumor parenchyma. The IHC-BLIS subtype showed high expression of a VEGF signature. The IHC-MES subtype displayed activation of JAK/STAT3 signaling pathway.
conclusionWe developed an IHC-based approach to classify TNBCs into molecular subtypes. This IHC-based classification can provide additional information for prognostic evaluation. It allows for subgrouping of TNBC patients in clinical trials and evaluating the efficacy of targeted therapies within certain subtypes. IMPLICATIONS FOR PRACTICE: An immunohistochemistry (IHC)-based classification approach was developed for triple-negative breast cancer (TNBC), which exhibited substantial agreement with the mRNA expression-based classification. This IHC-based classification (a) allows for subgrouping of TNBC patients in large clinical trials and evaluating the efficacy of targeted therapies within certain subtypes, (b) will contribute to the practical application of subtype-specific treatment for patients with TNBC, and (c) can provide additional information beyond traditional prognostic factors in relapse prediction.
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