Jinlu Gan, Yanling Zhang, Deqiang Lei, Yingchun Zhou, Hongyang Zhao, Lei Wang
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Based on the evidence provided by bioinformatics analysis, we assessed the expression levels of Iba-1, IL-10, IL-10RA, and IL-18 in 31 VS patients via immunohistochemistry and delved into their association with tumor size and auditory dysfunction.</p><p><strong>Results: </strong>We identified 1117 differentially expressed genes (DEGs) in VSs compared to normal nerves, showing an upregulation in inflammatory pathways. Intersection with inflammatory response genes (IRG) yielded 41 significant IRG-DEGs. Network analysis identified a core module of 10 IRG-DEGs and 11 hub genes, most of which were inflammatory cytokines. Immune infiltration analysis showed macrophage activation and M2 polarization. These findings were validated in an independent dataset (GSE39645). To further explore the association between inflammation and tumor behaviors, immunohistochemistry analysis was conducted on VS samples and the results exhibited notable associations between the macrophage marker (Iba1) and inflammatory cytokines (IL-10, IL-10RA, and IL-18) with both tumor size and auditory dysfunction. In particular, the multiple regression analysis of inflammatory cytokines demonstrated that IL-10 and IL-10RA were statistically significant predictors of tumor size, while IL-18 was associated with hearing loss.</p><p><strong>Conclusion: </strong>Our study underscores the role of inflammation in VS pathogenesis, showing that macrophage activation with M2 polarization and the expression of inflammatory cytokines, especially IL-10/IL-10RA and IL-18, are linked to tumor size and auditory function. This study highlights the inflammatory landscape's impact on VS behaviors, providing a basis for targeted therapeutic strategies.</p>","PeriodicalId":16107,"journal":{"name":"Journal of Inflammation Research","volume":"17 ","pages":"8335-8353"},"PeriodicalIF":4.2000,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11550687/pdf/","citationCount":"0","resultStr":"{\"title\":\"Exploring the Role of Inflammatory Genes and Immune Infiltration in Vestibular Schwannomas Pathogenesis.\",\"authors\":\"Jinlu Gan, Yanling Zhang, Deqiang Lei, Yingchun Zhou, Hongyang Zhao, Lei Wang\",\"doi\":\"10.2147/JIR.S476745\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Vestibular schwannomas (VSs) exhibit a range of tumor behaviors, such as growth patterns and auditory dysfunction. Recent research has offered insights into the inflammatory microenvironment in modulating tumor dynamics. This study investigates the role of inflammatory genes and immune infiltration in VS pathogenesis.</p><p><strong>Methods: </strong>We retrieved mRNA microarray data of VSs and normal nerves from the GEO database (GSE141801, GSE108524, and GSE56597), focusing on bioinformatic analysis of inflammatory response genes. Based on the evidence provided by bioinformatics analysis, we assessed the expression levels of Iba-1, IL-10, IL-10RA, and IL-18 in 31 VS patients via immunohistochemistry and delved into their association with tumor size and auditory dysfunction.</p><p><strong>Results: </strong>We identified 1117 differentially expressed genes (DEGs) in VSs compared to normal nerves, showing an upregulation in inflammatory pathways. Intersection with inflammatory response genes (IRG) yielded 41 significant IRG-DEGs. Network analysis identified a core module of 10 IRG-DEGs and 11 hub genes, most of which were inflammatory cytokines. Immune infiltration analysis showed macrophage activation and M2 polarization. These findings were validated in an independent dataset (GSE39645). To further explore the association between inflammation and tumor behaviors, immunohistochemistry analysis was conducted on VS samples and the results exhibited notable associations between the macrophage marker (Iba1) and inflammatory cytokines (IL-10, IL-10RA, and IL-18) with both tumor size and auditory dysfunction. 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引用次数: 0
摘要
背景:前庭分裂瘤(VSs)表现出一系列肿瘤行为,如生长模式和听觉功能障碍。最新研究揭示了炎症微环境在调节肿瘤动态方面的作用。本研究探讨了炎症基因和免疫浸润在 VS 发病机制中的作用:我们从 GEO 数据库(GSE141801、GSE108524 和 GSE56597)中检索了 VS 和正常神经的 mRNA 芯片数据,重点对炎症反应基因进行了生物信息学分析。根据生物信息学分析提供的证据,我们通过免疫组化评估了 31 例 VS 患者中 Iba-1、IL-10、IL-10RA 和 IL-18 的表达水平,并深入研究了它们与肿瘤大小和听觉功能障碍的关系:结果:与正常神经相比,我们在 VS 中发现了 1117 个差异表达基因(DEGs),显示炎症通路上调。与炎症反应基因(IRG)的交叉发现了41个重要的IRG-DEGs。网络分析确定了由 10 个 IRG-DEG 和 11 个枢纽基因组成的核心模块,其中大部分是炎症细胞因子。免疫浸润分析表明巨噬细胞活化和 M2 极化。这些发现在一个独立的数据集(GSE39645)中得到了验证。为了进一步探讨炎症与肿瘤行为之间的关联,我们对 VS 样本进行了免疫组化分析,结果显示巨噬细胞标记物(Iba1)和炎性细胞因子(IL-10、IL-10RA 和 IL-18)与肿瘤大小和听觉功能障碍之间存在显著关联。特别是,炎性细胞因子的多元回归分析表明,IL-10 和 IL-10RA 对肿瘤大小的预测具有统计学意义,而 IL-18 则与听力损失有关:我们的研究强调了炎症在 VS 发病机制中的作用,表明巨噬细胞的活化与 M2 极化以及炎性细胞因子(尤其是 IL-10/IL-10RA 和 IL-18)的表达与肿瘤大小和听觉功能有关。这项研究强调了炎症景观对 VS 行为的影响,为制定有针对性的治疗策略提供了依据。
Exploring the Role of Inflammatory Genes and Immune Infiltration in Vestibular Schwannomas Pathogenesis.
Background: Vestibular schwannomas (VSs) exhibit a range of tumor behaviors, such as growth patterns and auditory dysfunction. Recent research has offered insights into the inflammatory microenvironment in modulating tumor dynamics. This study investigates the role of inflammatory genes and immune infiltration in VS pathogenesis.
Methods: We retrieved mRNA microarray data of VSs and normal nerves from the GEO database (GSE141801, GSE108524, and GSE56597), focusing on bioinformatic analysis of inflammatory response genes. Based on the evidence provided by bioinformatics analysis, we assessed the expression levels of Iba-1, IL-10, IL-10RA, and IL-18 in 31 VS patients via immunohistochemistry and delved into their association with tumor size and auditory dysfunction.
Results: We identified 1117 differentially expressed genes (DEGs) in VSs compared to normal nerves, showing an upregulation in inflammatory pathways. Intersection with inflammatory response genes (IRG) yielded 41 significant IRG-DEGs. Network analysis identified a core module of 10 IRG-DEGs and 11 hub genes, most of which were inflammatory cytokines. Immune infiltration analysis showed macrophage activation and M2 polarization. These findings were validated in an independent dataset (GSE39645). To further explore the association between inflammation and tumor behaviors, immunohistochemistry analysis was conducted on VS samples and the results exhibited notable associations between the macrophage marker (Iba1) and inflammatory cytokines (IL-10, IL-10RA, and IL-18) with both tumor size and auditory dysfunction. In particular, the multiple regression analysis of inflammatory cytokines demonstrated that IL-10 and IL-10RA were statistically significant predictors of tumor size, while IL-18 was associated with hearing loss.
Conclusion: Our study underscores the role of inflammation in VS pathogenesis, showing that macrophage activation with M2 polarization and the expression of inflammatory cytokines, especially IL-10/IL-10RA and IL-18, are linked to tumor size and auditory function. This study highlights the inflammatory landscape's impact on VS behaviors, providing a basis for targeted therapeutic strategies.
期刊介绍:
An international, peer-reviewed, open access, online journal that welcomes laboratory and clinical findings on the molecular basis, cell biology and pharmacology of inflammation.