Diagnostic potential of NRG1 in benign nerve sheath tumors and its influence on the PI3K-Akt signaling and tumor immunity.

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Suwei Yan, Jingnan Zhao, Pengyang Gao, Zhaoxu Li, Zhao Li, Xiaobing Liu, Pengfei Wang
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引用次数: 0

Abstract

Objective: Benign nerve sheath tumors (BNSTs) present diagnostic challenges due to their heterogeneous nature. This study aimed to determine the significance of NRG1 as a novel diagnostic biomarker in BNST, emphasizing its involvement in the PI3K-Akt pathway and tumor immune regulation.

Methods: Differential genes related to BNST were identified from the GEO database. Gene co-expression networks, protein-protein interaction networks, and LASSO regression were utilized to pinpoint key genes. The CIBERSORT algorithm assessed immune cell infiltration differences, and functional enrichment analyses explored BNST signaling pathways. Clinical samples helped establish PDX models, and in vitro cell lines to validate NRG1's role via the PI3K-Akt pathway.

Results: Nine hundred eighty-two genes were upregulated, and 375 downregulated in BNST samples. WGCNA revealed the brown module with the most significant difference. Top hub genes included NRG1, which was also determined as a pivotal gene in disease characterization. Immune infiltration showed significant variances in neutrophils and M2 macrophages, with NRG1 playing a central role. Functional analyses confirmed NRG1's involvement in key pathways. Validation experiments using PDX models and cell lines further solidified NRG1's role in BNST.

Conclusion: NRG1 emerges as a potential diagnostic biomarker for BNST, influencing the PI3K-Akt pathway, and shaping the tumor immune microenvironment.

NRG1 在良性神经鞘瘤中的诊断潜力及其对 PI3K-Akt 信号转导和肿瘤免疫的影响。
目的:良性神经鞘瘤(BNST)因其异质性而给诊断带来挑战。本研究旨在确定 NRG1 作为 BNST 新型诊断生物标志物的意义,强调其参与 PI3K-Akt 通路和肿瘤免疫调节:方法:从 GEO 数据库中找出与 BNST 相关的差异基因。利用基因共表达网络、蛋白-蛋白相互作用网络和 LASSO 回归法确定关键基因。CIBERSORT算法评估了免疫细胞浸润的差异,功能富集分析探索了BNST信号通路。临床样本帮助建立了PDX模型,体外细胞系则验证了NRG1通过PI3K-Akt通路发挥的作用:结果:BNST样本中有982个基因上调,375个基因下调。WGCNA 揭示了差异最显著的棕色模块。最重要的枢纽基因包括 NRG1,该基因也被确定为疾病特征描述中的关键基因。免疫浸润在中性粒细胞和 M2 巨噬细胞中表现出显著差异,其中 NRG1 起着核心作用。功能分析证实了 NRG1 参与了关键通路。使用 PDX 模型和细胞系进行的验证实验进一步证实了 NRG1 在 BNST 中的作用:结论:NRG1是一种潜在的BNST诊断生物标志物,它影响PI3K-Akt通路,并塑造肿瘤免疫微环境。
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
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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