Glioma Stem Cells: GPRC5A as a Novel Predictive Biomarker and Therapeutic Target Associated with Mesenchymal and Stemness Features

Q1 Mathematics
Sara Sadat Aghamiri, Rada Amin
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引用次数: 0

Abstract

Glioblastoma multiforme (GBM) represents the deadliest form of brain cancer, characterized by complex interactions within its microenvironment. Despite the understanding of GBM biology, GBM remains highly resistant to any therapy. Therefore, defining innovative biomarkers in GBM can provide insights into tumor biology and potential therapeutic targets. In this study, we explored the potential of GPRC5A to serve as a pertinent biomarker for GBM. We utilized the GBM-TCGA dataset and presented the reproducible bioinformatics analysis for our results. We identified that GPRC5A expression was significantly upregulated in GBM compared to normal tissues, with higher levels correlating with poor overall survival (OS) and progression-free interval (PFI). Moreover, it was associated with key genetic mutations, particularly NF1 and PTEN mutations, and strongly correlated with the mesenchymal stem-like phenotype. GPRC5A was also predominantly associated with aggressive GBM features, including hypoxia, high extracellular matrix (ECM) environments, and extensive stromal and immune infiltrations. Its strong correlation with mesenchymal markers and hypoxic regions underscores its potential as a biomarker and therapeutic target in GBM. These findings provide valuable insights into the role of GPRC5A in GBM pathology and its potential impact as a target for GBM stratifications and treatment strategies.
胶质瘤干细胞:GPRC5A作为一种新的预测生物标志物和与间充质和干性特征相关的治疗靶点
多形性胶质母细胞瘤(GBM)是最致命的脑癌形式,其特点是微环境内复杂的相互作用。尽管了解了GBM生物学,但GBM仍然对任何治疗具有高度耐药性。因此,在GBM中定义创新的生物标志物可以为肿瘤生物学和潜在的治疗靶点提供见解。在这项研究中,我们探索了GPRC5A作为GBM相关生物标志物的潜力。我们利用GBM-TCGA数据集,对我们的结果进行了可重复的生物信息学分析。我们发现,与正常组织相比,GPRC5A在GBM中的表达显著上调,且较高的表达水平与较差的总生存期(OS)和无进展期(PFI)相关。此外,它与关键基因突变有关,特别是NF1和PTEN突变,并与间充质茎样表型密切相关。GPRC5A也主要与侵袭性GBM特征相关,包括缺氧、高细胞外基质(ECM)环境、广泛的间质和免疫浸润。它与间充质标志物和缺氧区密切相关,强调了其作为GBM生物标志物和治疗靶点的潜力。这些发现为GPRC5A在GBM病理中的作用及其作为GBM分层和治疗策略的潜在影响提供了有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Applied Sciences
Applied Sciences Mathematics-Applied Mathematics
CiteScore
6.40
自引率
0.00%
发文量
0
审稿时长
11 weeks
期刊介绍: APPS is an international journal. APPS covers a wide spectrum of pure and applied mathematics in science and technology, promoting especially papers presented at Carpato-Balkan meetings. The Editorial Board of APPS takes a very active role in selecting and refereeing papers, ensuring the best quality of contemporary mathematics and its applications. APPS is abstracted in Zentralblatt für Mathematik. The APPS journal uses Double blind peer review.
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