ArticleTranslational oncology2025
MAZ-mediated tumor progression and immune evasion in hormone receptor-positive breast cancer: Targeting tumor microenvironment and PCLAF+ subtype-specific therapy.
Article in Translational oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Who cites it
21 citing papers in PubMed.
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- Computational modeling of combined laser-ultrasound hyperthermia therapy for breast cancer using gold nanoparticles: A simulation study.Lasers in medical science · 2025Article
- From Transcription Factors Dysregulation to Malignancy: In Silico Reconstruction of Cancer's Foundational Drivers-The Eternity Triangle.International journal of molecular sciences · 2025Article
- Single-cell RNA sequencing reveals the potential role of Postn(+) fibroblasts in promoting the progression of myocardial fibrosis after myocardial infarction.Scientific reports · 2025Article
- Single-cell sequencing reveals PHLDA1-positive smooth muscle cells promote local invasion in head and neck squamous cell carcinoma.Translational oncology · 2025Article
- Mammalian Ste20-like kinase 1 regulates AMPK to mitigate the progression of non-alcoholic fatty liver disease.European journal of medical research · 2025Article
- SPRY1 regulates macrophage M1 polarization in skin aging and melanoma prognosis.Translational oncology · 2025Article
- Epithelial cells with high TOP2A expression promote cervical cancer progression by regulating the transcription factor FOXM1.Frontiers in oncology · 2025Article
- Integrated multi-omics analysis reveals the immunotherapeutic significance of tumor cells with high FN1 expression in ovarian cancer.Frontiers in molecular biosciences · 2025Article
- Integrative single-cell and spatial transcriptomics uncover ELK4-mediated mechanisms inFrontiers in immunology · 2025Article
- The anticancer activity and mechanisms of She medicine herbs.Frontiers in pharmacology · 2025Review
- Single-cell and spatial atlas of glioblastoma heterogeneity: characterizing theFrontiers in immunology · 2025Article
- Dissecting the endothelial cell landscape in meningioma: single-cell insights intoFrontiers in immunology · 2025Article
- Single-cell technology reveals the crosstalk between tumor cells and immune cells: driving immune signal transduction and inflammation-mediated cardiac dysfunction in the tumor microenvironment of colorectal cancer.Frontiers in immunology · 2025Article
- Decoding multiple myeloma: single-cell insights into tumor heterogeneity, immune dynamics, and disease progression.Frontiers in immunology · 2025Article
- Role and mechanisms of exercise therapy in enhancing drug treatment for glioma: a review.Frontiers in immunology · 2025Review
- Tissue- and Cell-Type-Specific Genetic Regulation of CTBP1 in Breast Cancer: Integrative Analyses with Exploratory Single-Cell and Imaging Data.Breast cancer (Dove Medical Press) · 2025Article
- Interaction between post-tumor inflammation and vascular smooth muscle cell dysfunction in sepsis-induced cardiomyopathy.Frontiers in immunology · 2025Article
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7 authors.
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Abstract
backgroundBreast cancer had been the most frequently diagnosed cancer among women, making up nearly one-third of all female cancers. Hormone receptor-positive breast cancer (HR+BC) was the most prevalent subtype of breast cancer and exhibited significant heterogeneity. Despite advancements in endocrine therapies, patients with advanced HR+BC often faced poor outcomes due to the development of resistance to treatment. Understanding the molecular mechanisms behind this resistance, including tumor heterogeneity and changes in the tumor microenvironment, was crucial for overcoming resistance, identifying new therapeutic targets, and developing more effective personalized treatments.
methodsThe study utilized single-cell RNA sequencing (scRNA-seq) data sourced from the Gene Expression Omnibus database and The Cancer Genome Atlas to analyze HR+BC and identify key cellular characteristics. Cell type identification was achieved through Seurat's analytical tools, and subtype differentiation trajectories were inferred using Slingshot. Cellular communication dynamics between tumor cell subtypes and other cells were analyzed with the CellChat. The pySCENIC package was utilized to analyze transcription factors regulatory networks in the identified tumor cell subtypes. The results were verified by in vitro experiments. A risk scoring model was developed to assess patient outcomes.
resultsThis study employed scRNA-seq to conduct a comprehensive analysis of HR+BC tumor subtypes, identifying the C3 PCLAF+ tumor cells subtype, which demonstrated high proliferation and differentiation potential. C3 PCLAF+ tumor cells subtype was found to be closely associated with cancer-associated fibroblasts through the MK signaling pathway, facilitating tumor progression. Additionally, we discovered that MAZ was significantly expressed in C3 PCLAF+ tumor cells subtype, and in vitro experiments confirmed that MAZ knockdown inhibited tumor growth, accentuating its underlying ability as a therapeutic target. Furthermore, we developed a novel prognostic model based on the expression profile of key prognostic genes within the PCLAF+/MAZ regulatory network. This model linked high PCLAF+ tumor risk scores with poor survival outcomes and specific immune microenvironment characteristics.
conclusionThis study utilized scRNA-seq to reveal the role of the C3 PCLAF+ tumor cells subtype in HR+BC, emphasizing its association with poor prognosis and resistance to endocrine therapies. MAZ, identified as a key regulator, contributed to tumor progression, while the tumor microenvironment had a pivotal identity in immune evasion. The findings underscored the importance of overcoming drug resistance, recognizing novel treatment targets, and crafting tailored diagnosis regimens.
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