1. Gamma-aminobutyric acid-mediated neuro-immune interactions in glioblastoma: Implications for prognosis and immunotherapy response.
- Author
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Sun S, Chen X, Ding N, Zhang M, Li X, Chen L, Sun K, and Liu Y
- Subjects
- Humans, Prognosis, Gene Expression Regulation, Neoplastic, Macrophages immunology, Macrophages metabolism, Single-Cell Analysis methods, Tumor Suppressor Proteins genetics, Tumor Suppressor Proteins metabolism, Tissue Inhibitor of Metalloproteinase-1 metabolism, Tissue Inhibitor of Metalloproteinase-1 genetics, Glioblastoma immunology, Glioblastoma therapy, Glioblastoma pathology, Glioblastoma metabolism, Immunotherapy methods, gamma-Aminobutyric Acid metabolism, Tumor Microenvironment immunology, Brain Neoplasms immunology, Brain Neoplasms therapy, Brain Neoplasms pathology, Brain Neoplasms metabolism
- Abstract
Aims: This study aimed to investigate the role of gamma-aminobutyric acid (GABA) in the glioblastoma (GBM) tumor immune microenvironment (TIME) and its impact on prognosis and response to immunotherapy., Main Methods: This study employed single-cell RNA sequencing (scRNA-seq) to delineate the TIME of GBM, utilized non-negative matrix factorization (NMF) for GABA-associated cell clustering, and performed pseudotime analysis for cellular trajectories. Additionally, we integrated immunohistochemistry (IHC), immunofluorescence (IF), and protein-protein interaction (PPI) analysis to explore the regulatory mechanisms within the tumor microenvironment., Key Findings: The study identified distinct GABA-associated immune cell subtypes, particularly macrophages and T-cells, with unique gene expression and developmental trajectories. The development of the GABA-associated scoring model (GABAAS), introduced novel prognostic indicators, enhancing our ability to predict patient outcomes. This study also suggests that GABA-related genes, including NDRG2 and TIMP1, play a crucial role in immune modulation, with potential implications for immunotherapy responsiveness., Significance: The findings underscore the potential of targeting GABA-related genes (NDRG2 and TIMP1) and M2 macrophage to reshape the glioblastoma immune landscape, offering a new frontier in personalized neuro-immunotherapy. This approach holds promise to counter individual tumor immunosuppressive mechanisms, enhancing patient outcomes., Competing Interests: Declaration of competing interest All authors agree to publish. The authors declare that they have no conflicts of interest for this work., (Copyright © 2024 Elsevier Inc. All rights reserved.)
- Published
- 2024
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