ArticleFrontiers in immunology2025
Thymidine kinase 1 related to Prolif-like T cells promoted GBM through regulation of cell cycle and EMT signals: a comprehensive research based on multi-omics analysis and experimental validation.
Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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Who cites it
1 citing paper in PubMed.
- Nucleotide Metabolism in Health and Disease.MedComm · 2026Review
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3 authors.
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Abstract
Background: Glioblastoma (GBM) is a common high-grade glioma characterized by a significantly immuno-suppressed immune microenvironment. Prolif-like T cells are a subset of T cells whose expression of related markers can influence the tumor microenvironment. Methods: This study used scRNA-seq and stRNA-seq to identify markers associated with Prolif-like T cells in the GBM tumor microenvironment. Survival analysis and consistency clustering were then employed to identify GBM subtypes associated with Prolif-like T cells, followed by an analysis of differences between subtypes. This study constructed survival models and scRNA-seq to screen for important genes associated with Prolif-like T cells in GBM and further investigated the role of TK1 in the cell cycle and EMT processes of GBM. Results: Using scRNA-seq from 149002 GBM cells, our study identified 593 Prolif-like T cell-related markers. The results of stRNA-seq revealed the close association of Prolif-like T cell with cell cycle and EMT signals. In addition, 82 genes were found to influence GBM prognosis. Based on the expression of the 82 genes, two Prolif-like T cell-related GBM subtypes (C1 and C2) were constructed, with C1 exhibiting stronger proliferative activity. Survival models and scRNA-seq identified TK1 as a key gene associated with Prolif-like T cells in GBM. Further studies revealed that TK1 promotes GBM progression by influencing cell cycle and EMT processes, and targeting TK1 inhibition suppresses GBM proliferation and migration. Conclusions: TK1, as a Prolif-like T cell-associated marker, promotes GBM progression and can serve as a potential therapeutic target for GBM.
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