idh野生型胶质母细胞瘤中的EGFR基因扩增:利用免疫组织化学和荧光原位杂交技术进行生物信息学和组织病理学综合分析。

IF 2.9 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM
Anass Oukhdouch, Basma Zinbi, Souad Sellami, Hanane Rais
{"title":"idh野生型胶质母细胞瘤中的EGFR基因扩增:利用免疫组织化学和荧光原位杂交技术进行生物信息学和组织病理学综合分析。","authors":"Anass Oukhdouch, Basma Zinbi, Souad Sellami, Hanane Rais","doi":"10.1007/s12672-025-03390-6","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Glioblastoma multiforme (GBM) is the most aggressive primary brain tumor in adults, characterized by marked histopathological features such as high proliferative activity, mitoses, necrosis, and microvascular proliferation (MVP), as well as extensive molecular heterogeneity. Among key molecular alterations, EGFR amplification and MGMT promoter methylation hold significant diagnostic and prognostic relevance. In this study, we performed a comprehensive bioinformatic analysis of EGFR and conducted a correlation analysis of EGFR amplification in a cohort of 19 GBM samples using standard fluorescence in situ hybridization (FISH) and immunohistochemistry (IHC). These results were further correlated with established molecular hallmarks of glioblastoma.</p><p><strong>Methods: </strong>We analyzed mRNA expression profiles of EGFR family genes using publicly available datasets from the Gene Expression Omnibus (GEO) and Chinese Glioma Genome Atlas (CGGA) databases. Additionally, we utilized multiple online bioinformatics platforms, including GEPIA, TIMER, TISIDB repository, cBioPortal, Metascape, and GeneMANIA, to explore the expression patterns, immune cell infiltration, correlation of EGFR amplification with immunomodulatory and prognostic significance of the EGFR family in glioblastoma. EGFR amplification and protein expression were assessed using fluorescence in situ hybridization (FISH) and immunohistochemistry (IHC), respectively. MGMT promoter methylation was determined by methylation-specific qPCR (MS-qPCR).</p><p><strong>Results: </strong>Bioinformatic analyses revealed that EGFR and ERBB2 were overexpressed and associated with poor prognosis, while ERBB3 and ERBB4 exhibited decreased expression in GBM compared to normal brain tissue. Immune infiltrating level correlation of EGFR family, revealed that EGFR and ERBB4 expression were positively correlated with various immune cell infiltrates in glioblastoma, particularly CD8 + T cells, macrophages, and B cells. Additionally, EGFR expression was negatively correlated with key co-stimulatory molecules including CD28, CD40, CD70, and IL2RA, no significant associations were found with classical immune checkpoints such as PD-L1 and CTLA-4, though EGFR was inversely correlated with TGFBR1. Subtype analysis showed elevated EGFR expression in Classical-like and Mesenchymal-like GBM subtypes, and a trend toward higher levels in the lymphocyte-depleted immune subtype. Genomic analysis revealed that EGFR family alterations in 49% of GBM cases, with EGFR amplification being the most frequent and linked to poorer overall survival. Enrichment and the PPI network analyses demonstrated that the EGFR family is deeply involved in tumorigenic pathways, particularly PI3K/AKT signaling, integrin interactions, and growth factor receptor cascades. We found that EGFR amplification was detected in 36.84% of cases and was significantly associated with EGFR protein overexpression (IHC score 3+). MGMT promoter methylation was present in 47.4% of cases. No significant association was found between EGFR amplification and MGMT methylation, ATRX, or p53 status.</p><p><strong>Conclusion: </strong>Our integrative bioinformatics and histopathological analyses highlight EGFR as a central oncogenic driver and potential immunomodulatory factor in GBM. EGFR amplification correlates with poor prognosis, immune dysregulation, underscoring its utility as both a diagnostic biomarker and a potential therapeutic target in GBM management.</p>","PeriodicalId":11148,"journal":{"name":"Discover. Oncology","volume":"16 1","pages":"1931"},"PeriodicalIF":2.9000,"publicationDate":"2025-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12540234/pdf/","citationCount":"0","resultStr":"{\"title\":\"EGFR gene amplification in IDH-wildtype glioblastomas: an integrative bioinformatic and histopathological analysis using immunohistochemistry and fluorescence in situ hybridization.\",\"authors\":\"Anass Oukhdouch, Basma Zinbi, Souad Sellami, Hanane Rais\",\"doi\":\"10.1007/s12672-025-03390-6\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Glioblastoma multiforme (GBM) is the most aggressive primary brain tumor in adults, characterized by marked histopathological features such as high proliferative activity, mitoses, necrosis, and microvascular proliferation (MVP), as well as extensive molecular heterogeneity. Among key molecular alterations, EGFR amplification and MGMT promoter methylation hold significant diagnostic and prognostic relevance. In this study, we performed a comprehensive bioinformatic analysis of EGFR and conducted a correlation analysis of EGFR amplification in a cohort of 19 GBM samples using standard fluorescence in situ hybridization (FISH) and immunohistochemistry (IHC). These results were further correlated with established molecular hallmarks of glioblastoma.</p><p><strong>Methods: </strong>We analyzed mRNA expression profiles of EGFR family genes using publicly available datasets from the Gene Expression Omnibus (GEO) and Chinese Glioma Genome Atlas (CGGA) databases. Additionally, we utilized multiple online bioinformatics platforms, including GEPIA, TIMER, TISIDB repository, cBioPortal, Metascape, and GeneMANIA, to explore the expression patterns, immune cell infiltration, correlation of EGFR amplification with immunomodulatory and prognostic significance of the EGFR family in glioblastoma. EGFR amplification and protein expression were assessed using fluorescence in situ hybridization (FISH) and immunohistochemistry (IHC), respectively. MGMT promoter methylation was determined by methylation-specific qPCR (MS-qPCR).</p><p><strong>Results: </strong>Bioinformatic analyses revealed that EGFR and ERBB2 were overexpressed and associated with poor prognosis, while ERBB3 and ERBB4 exhibited decreased expression in GBM compared to normal brain tissue. Immune infiltrating level correlation of EGFR family, revealed that EGFR and ERBB4 expression were positively correlated with various immune cell infiltrates in glioblastoma, particularly CD8 + T cells, macrophages, and B cells. Additionally, EGFR expression was negatively correlated with key co-stimulatory molecules including CD28, CD40, CD70, and IL2RA, no significant associations were found with classical immune checkpoints such as PD-L1 and CTLA-4, though EGFR was inversely correlated with TGFBR1. Subtype analysis showed elevated EGFR expression in Classical-like and Mesenchymal-like GBM subtypes, and a trend toward higher levels in the lymphocyte-depleted immune subtype. Genomic analysis revealed that EGFR family alterations in 49% of GBM cases, with EGFR amplification being the most frequent and linked to poorer overall survival. Enrichment and the PPI network analyses demonstrated that the EGFR family is deeply involved in tumorigenic pathways, particularly PI3K/AKT signaling, integrin interactions, and growth factor receptor cascades. We found that EGFR amplification was detected in 36.84% of cases and was significantly associated with EGFR protein overexpression (IHC score 3+). MGMT promoter methylation was present in 47.4% of cases. No significant association was found between EGFR amplification and MGMT methylation, ATRX, or p53 status.</p><p><strong>Conclusion: </strong>Our integrative bioinformatics and histopathological analyses highlight EGFR as a central oncogenic driver and potential immunomodulatory factor in GBM. EGFR amplification correlates with poor prognosis, immune dysregulation, underscoring its utility as both a diagnostic biomarker and a potential therapeutic target in GBM management.</p>\",\"PeriodicalId\":11148,\"journal\":{\"name\":\"Discover. Oncology\",\"volume\":\"16 1\",\"pages\":\"1931\"},\"PeriodicalIF\":2.9000,\"publicationDate\":\"2025-10-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12540234/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Discover. Oncology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s12672-025-03390-6\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Discover. Oncology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s12672-025-03390-6","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0

摘要

背景:多形性胶质母细胞瘤(GBM)是成人最具侵袭性的原发性脑肿瘤,具有显著的组织病理学特征,如高增殖活性、有丝分裂、坏死和微血管增殖(MVP),以及广泛的分子异质性。在关键的分子改变中,EGFR扩增和MGMT启动子甲基化具有重要的诊断和预后相关性。在本研究中,我们对EGFR进行了全面的生物信息学分析,并使用标准荧光原位杂交(FISH)和免疫组织化学(IHC)对19例GBM样本进行了EGFR扩增的相关性分析。这些结果与胶质母细胞瘤的分子特征进一步相关。方法:利用基因表达综合数据库(GEO)和中国胶质瘤基因组图谱(CGGA)数据库的公开数据集分析EGFR家族基因的mRNA表达谱。此外,我们利用多个在线生物信息学平台,包括GEPIA、TIMER、TISIDB repository、cbiopportal、metscape和GeneMANIA,探索EGFR家族在胶质母细胞瘤中的表达模式、免疫细胞浸润、EGFR扩增与免疫调节的相关性以及预后意义。分别采用荧光原位杂交(FISH)和免疫组织化学(IHC)检测EGFR扩增和蛋白表达。采用甲基化特异性qPCR (MS-qPCR)检测MGMT启动子甲基化。结果:生物信息学分析显示,EGFR和ERBB2在GBM中过表达并与预后不良相关,而ERBB3和ERBB4在GBM中表达低于正常脑组织。EGFR家族免疫浸润水平相关性显示,EGFR和ERBB4的表达与胶质母细胞瘤中各种免疫细胞浸润呈正相关,尤其是CD8 + T细胞、巨噬细胞和B细胞。此外,EGFR的表达与CD28、CD40、CD70和IL2RA等关键共刺激分子呈负相关,与PD-L1和CTLA-4等经典免疫检查点无显著相关性,但与TGFBR1呈负相关。亚型分析显示,EGFR在经典样和间充质样GBM亚型中表达升高,在淋巴细胞耗尽型免疫亚型中表达升高。基因组分析显示,49%的GBM病例存在EGFR家族改变,其中EGFR扩增最为常见,并与较差的总生存率相关。富集和PPI网络分析表明,EGFR家族深入参与致瘤途径,特别是PI3K/AKT信号传导、整合素相互作用和生长因子受体级联反应。我们发现在36.84%的病例中检测到EGFR扩增,并且与EGFR蛋白过表达(IHC评分为3+)显著相关。47.4%的病例存在MGMT启动子甲基化。EGFR扩增与MGMT甲基化、ATRX或p53状态之间未发现显著关联。结论:我们的综合生物信息学和组织病理学分析强调EGFR是GBM的中心致癌驱动因素和潜在的免疫调节因子。EGFR扩增与预后不良、免疫失调相关,强调其作为GBM治疗的诊断生物标志物和潜在治疗靶点的效用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
EGFR gene amplification in IDH-wildtype glioblastomas: an integrative bioinformatic and histopathological analysis using immunohistochemistry and fluorescence in situ hybridization.

Background: Glioblastoma multiforme (GBM) is the most aggressive primary brain tumor in adults, characterized by marked histopathological features such as high proliferative activity, mitoses, necrosis, and microvascular proliferation (MVP), as well as extensive molecular heterogeneity. Among key molecular alterations, EGFR amplification and MGMT promoter methylation hold significant diagnostic and prognostic relevance. In this study, we performed a comprehensive bioinformatic analysis of EGFR and conducted a correlation analysis of EGFR amplification in a cohort of 19 GBM samples using standard fluorescence in situ hybridization (FISH) and immunohistochemistry (IHC). These results were further correlated with established molecular hallmarks of glioblastoma.

Methods: We analyzed mRNA expression profiles of EGFR family genes using publicly available datasets from the Gene Expression Omnibus (GEO) and Chinese Glioma Genome Atlas (CGGA) databases. Additionally, we utilized multiple online bioinformatics platforms, including GEPIA, TIMER, TISIDB repository, cBioPortal, Metascape, and GeneMANIA, to explore the expression patterns, immune cell infiltration, correlation of EGFR amplification with immunomodulatory and prognostic significance of the EGFR family in glioblastoma. EGFR amplification and protein expression were assessed using fluorescence in situ hybridization (FISH) and immunohistochemistry (IHC), respectively. MGMT promoter methylation was determined by methylation-specific qPCR (MS-qPCR).

Results: Bioinformatic analyses revealed that EGFR and ERBB2 were overexpressed and associated with poor prognosis, while ERBB3 and ERBB4 exhibited decreased expression in GBM compared to normal brain tissue. Immune infiltrating level correlation of EGFR family, revealed that EGFR and ERBB4 expression were positively correlated with various immune cell infiltrates in glioblastoma, particularly CD8 + T cells, macrophages, and B cells. Additionally, EGFR expression was negatively correlated with key co-stimulatory molecules including CD28, CD40, CD70, and IL2RA, no significant associations were found with classical immune checkpoints such as PD-L1 and CTLA-4, though EGFR was inversely correlated with TGFBR1. Subtype analysis showed elevated EGFR expression in Classical-like and Mesenchymal-like GBM subtypes, and a trend toward higher levels in the lymphocyte-depleted immune subtype. Genomic analysis revealed that EGFR family alterations in 49% of GBM cases, with EGFR amplification being the most frequent and linked to poorer overall survival. Enrichment and the PPI network analyses demonstrated that the EGFR family is deeply involved in tumorigenic pathways, particularly PI3K/AKT signaling, integrin interactions, and growth factor receptor cascades. We found that EGFR amplification was detected in 36.84% of cases and was significantly associated with EGFR protein overexpression (IHC score 3+). MGMT promoter methylation was present in 47.4% of cases. No significant association was found between EGFR amplification and MGMT methylation, ATRX, or p53 status.

Conclusion: Our integrative bioinformatics and histopathological analyses highlight EGFR as a central oncogenic driver and potential immunomodulatory factor in GBM. EGFR amplification correlates with poor prognosis, immune dysregulation, underscoring its utility as both a diagnostic biomarker and a potential therapeutic target in GBM management.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Discover. Oncology
Discover. Oncology Medicine-Endocrinology, Diabetes and Metabolism
CiteScore
2.40
自引率
9.10%
发文量
122
审稿时长
5 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信