ArticleJournal of translational medicine2023
EREG is the core onco-immunological biomarker of cuproptosis and mediates the cross-talk between VEGF and CD99 signaling in glioblastoma.
Article in Journal of translational medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed, 30 citations in OpenAlex.
- Cuproptosis and ferroptosis: signal pathways, diseases and therapeutic targets.Signal transduction and targeted therapy · 2026Review
- A novel cuproptosis-related prognostic gene signature is identified by machine learning and integrative analyses in gliomas.Molecular and cellular biochemistry · 2026Article
- Cellular Allies Against Glioblastoma: Therapeutic Potential of Macrophages and Mesenchymal Stromal Cells.Pharmaceutics · 2026Review
- Investigation of MANF regulation of glioma stemness via STAT3/TGF-β/SMAD4/p38 pathway based on pan-cancer analysis.Translational oncology · 2025Article
- CD99 is a potential diagnostic and immunological biomarker in pan-cancer.Discover oncology · 2025Article
- Xenoline-polarized macrophages as an alternative in vitro model of tumor-associated macrophages in glioblastoma.Acta neuropathologica communications · 2025Article
- Exploring tumor-associated macrophages in glioblastoma: from diversity to therapy.NPJ precision oncology · 2025Review
- CD99: A Key Regulator in Immune Response and Tumor Microenvironment.Biomolecules · 2025Review
- LINC01088 prevents ferroptosis in glioblastoma by enhancing SLC7A11 via HLTF/USP7 axis.Clinical and translational medicine · 2025Article
- Identification of inflammation-related genes signature to establish a prognostic model in MGMT unmethylated glioblastoma patients.Discover oncology · 2025Article
- Unveiling the Cuproptosis in Colitis and Colitis-Related Carcinogenesis: A Multifaceted Player and Immune Moderator.Research (Washington, D.C.) · 2025Review
- Cuproptosis-related lncRNAs and genes: Potential markers for glioblastoma prognosis and treatment.PloS one · 2025Article
- Copper homeostasis and copper-induced cell death in tumor immunity: implications for therapeutic strategies in cancer immunotherapy.Biomarker research · 2024Review
- Single-cell RNA sequencing explored potential therapeutic targets by revealing the tumor microenvironment of neuroblastoma and its expression in cell death.Discover oncology · 2024Article
- The effect of indicators of CALLY index on survival in glioblastoma.Irish journal of medical science · 2024Article
- Forms of Non-Apoptotic Cell Death and Their Role in Gliomas-Presentation of the Current State of Knowledge.Biomedicines · 2024Review
- Understanding the immunosuppressive microenvironment of glioma: mechanistic insights and clinical perspectives.Journal of hematology & oncology · 2024Review
- Analysis of cuproptosis-related genes in prognosis and immune infiltration in grade 4 diffuse gliomas.Heliyon · 2024Article
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundGlioma is the most prevalent primary tumor of the central nervous system. Glioblastoma multiforme (GBM) is the most malignant form of glioma with an extremely poor prognosis. A novel, regulated cell death form of copper-induced cell death called "cuproptosis" provides a new prospect for cancer treatment by regulating cuproptosis.
methodsData from bulk RNA sequencing (RNA-seq) analysis (The Cancer Genome Atlas cohort and Chinese Glioma Genome Atlas cohort) and single cell RNA-seq (scRNA-seq) analysis were integrated to reveal their relationships. A scoring system was constructed according to the cuproptosis-related gene expression, and core genes were experimentally verified using real-time quantitative reverse transcription polymerase chain reaction (qRT-PCR), Western blot (WB), immunohistochemistry (IHC), and immunofluorescence (IF). Moreover, cell counting kit-8 (CCK8), colony formation, 5-ethynyl-2'-deoxyuridine (EdU) incorporation, transwell, and flow cytometry cell cycle were performed to evaluate cell proliferation, invasion, and migration.
resultsThe Cuproptosis Activation Scoring (CuAS) Model has stable and independent prognostic efficacy, as verified by two CGGA datasets. Epiregulin (EREG), the gene of the model has the most contributions in the principal component analysis (PCA), is an onco-immunological gene that can affect immunity by influencing the expression of programmed death-ligand 1 (PD-L1) and mediate the process of cuproptosis by influencing the expression of ferredoxin 1 (FDX1). Single cell transcriptome analysis revealed that high CuAS GBM cells are found in vascular endothelial growth factor A (VEGFA) + malignant cells. Oligodendrocyte transcription factor 1 (OLIG1) + malignant is the original clone, and VEGF and CD99 are the differential pathways of specific cell communication between the high and low CuAS groups. This was also demonstrated by immunofluorescence in the tissue sections. Furthermore, CuAS has therapeutic potential for immunotherapy, and we predict that many drugs (methotrexate, NU7441, KU -0063794, GDC-0941, cabozantinib, and NVP-BEZ235) may be used in patients with high CuAS.
conclusionEREG is the core onco-immunological biomarker of CuAS and modulates the cross-talk between VEGF and CD99 signaling in glioblastoma, and CuAS may provide support for immunotherapy and chemotherapy.
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