ArticleFrontiers in immunology2023
Regulatory T cells are associated with the tumor immune microenvironment and immunotherapy response in triple-negative breast cancer.
Article in Frontiers in immunology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 53 papers.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
53 citing papers in PubMed, 57 citations in OpenAlex.
- Cyclin E1 Expression Predicts Poorer Outcome in HER2-positive Breast Cancer with Residual Disease after Neoadjuvant Chemotherapy.Annals of surgical oncology · 2026Article
- 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
- Spatial organization of the TNBC tumor microenvironment: multicellular niches, T-cell bottlenecks, and therapeutic opportunities.Journal of translational medicine · 2026Review
- Metabolic enzymes and immune receptors as emerging checkpoints in breast cancer: mechanisms, clinical trials, and therapeutic implications.Naunyn-Schmiedeberg's archives of pharmacology · 2026Review
- Advancements in Immune Checkpoint-Based Immunotherapy for Triple-Negative Breast Cancer.Current issues in molecular biology · 2026Review
- Nanomaterials targeting cancer-associated fibroblasts to overcome stromal barriers in cancer immunotherapy.Journal of nanobiotechnology · 2026Review
- Pan-cancer analysis of single-cell profiles with polygenic signals reveals genetic influences on tumor immunity across cancers.Communications biology · 2026Article
- Prognostic significance of peripheral myeloid-derived suppressor cells in advanced breast cancer.Breast cancer (Tokyo, Japan) · 2026Article
- From State, Pathway, to Niche: The Ternary Network of Breast Cancer Stem-like Cells Driving Tumor Progression and Combination Therapy Prospects.Biomolecules · 2026Review
- Bioactive Natural Compounds in Triple-Negative Breast Cancer: Molecular Targets and Therapeutic Perspectives.Pharmaceuticals (Basel, Switzerland) · 2026Review
- Deciphering the Effect of Methyl 4‑Hydroxybenzoate on Breast Cancer by Bioinformatics and Experiments.ACS omega · 2026Article
- CAR Treg therapies for neurodegenerative diseases.iScience · 2026Review
- Mechanism by which Icariin suppresses pulmonary metastasis in triple-negative breast cancer through downregulation of the SPDL1/JAK2/STAT3 signaling pathway.Cancer cell international · 2026Article
- The insider's perspective: The intracellular complosome and immune cell dynamics in cancer.Clinical and translational medicine · 2026Review
- Regulatory T cells in the breast cancer tumor microenvironment: new mechanisms, potential therapeutic strategies and future perspectives.American journal of cancer research · 2026Review
- Decoding the tumor microenvironment of triple-negative breast cancer: from immune evasion to precision immunotherapy.Frontiers in immunology · 2026Review
- The role of pluripotency regulators in triple-negative breast cancer immune response.Frontiers in genetics · 2026Review
- Regulatory T cells in breast cancer drivers of immune suppression and targets for immunotherapy.Frontiers in immunology · 2026Review
- Ectonucleoside triphosphate diphosphohydrolase 6: A double-edged sword in cancer prognosis and therapy.World journal of clinical oncology · 2025Article
- Decoding breast cancer: insights into molecular pathways & therapeutic approaches.Discover oncology · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: Triple-negative breast cancer (TNBC) is the most aggressive subtype of breast cancer with a high risk of distant metastasis, an extremely poor prognosis, and a high risk of death. Regulatory T cells (Tregs) contribute to the formation of a tumor immunosuppressive microenvironment, which plays an important role in the progression and treatment resistance of TNBC. Methods: A public single-cell sequencing dataset demonstrated increased infiltration of Tregs in TNBC tissues relative to normal breast tissue. Weighted gene co-expression network analysis was used to identify Treg infiltration-related modules for METABRIC TNBC samples. Subsequently, we obtained two Treg infiltration-associated clusters of TNBC by applying consensus clustering and further constructed a prognostic model based on this Treg infiltration-associated gene module. The ability of the selected gene in the prognostic model, thymidine kinase-1 (TK1), to promote the progression of TNBC was evaluated Results: We concluded that two Treg infiltration-associated clusters had different prognoses and sensitivities to drugs commonly used in breast cancer treatment, and multi-omics analysis revealed that the two clusters had different copy number variations of key tumor progression genes. The 7-gene risk score based on TNBC Treg infiltration was a reliable prognostic indicator both in the training and validation cohorts. Moreover, patients with TNBC with high Treg infiltration-related scores lacked the activation of immune activation pathways and exhibited resistance to anti-PD1 immunotherapy. Knocking down TK1 led to impaired proliferation, migration, and invasion of TNBC cells Discussion: We established a prognostic model related to Treg infiltration and this model can be used to establish a clinically relevant classification of TNBC progression. Additionally, our work revealed the underestimable potential of TK1 as a tumor biomarker and immunotherapeutic target.
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.