正常口腔组织向发育不良和早期口腔鳞状细胞癌的恶性转化:一种硅学转录组学方法。

IF 2.6 4区 医学 Q3 CELL BIOLOGY
Analytical Cellular Pathology Pub Date : 2024-09-18 eCollection Date: 2024-01-01 DOI:10.1155/2024/6260651
Shokoofeh Jamshidi, Matina Tavangar, Setareh Shojaei, Amir Taherkhani
{"title":"正常口腔组织向发育不良和早期口腔鳞状细胞癌的恶性转化:一种硅学转录组学方法。","authors":"Shokoofeh Jamshidi, Matina Tavangar, Setareh Shojaei, Amir Taherkhani","doi":"10.1155/2024/6260651","DOIUrl":null,"url":null,"abstract":"<p><p><b>Background:</b> Oral squamous cell carcinoma (OSCC) is a prevalent and aggressive form of head and neck cancer, often diagnosed at advanced stages. Elucidating the molecular mechanisms involved in the malignant transformation from normal oral tissue to oral preinvasive lesions (OPL) and primary OSCC could facilitate early diagnosis and improve therapeutic strategies. <b>Methods:</b> Differentially expressed genes (DEGs) were identified from the GSE30784 dataset by comparing normal oral tissue, oral dysplasia, and primary OSCC samples. Cross-validation was performed using an independent RNA-seq dataset, GSE186775. Protein-protein interaction (PPI) network analysis, gene ontology annotation, and pathway enrichment analysis were conducted on the common DEGs. Hub genes were identified, and their prognostic significance was evaluated using survival analysis. Transcription factor (TF) enrichment analysis, cross-validation, and immunohistochemistry analyses were also performed. <b>Results:</b> A total of 226 proteins and 677 interactions were identified in the PPI network, with 34 hub genes, including FN1, SERPINE1, PLAUR, THBS1, and ITGA6. Pathways such as \"Formation of the cornified envelope,\" \"Keratinization,\" and \"Developmental biology\" were enriched. Overexpression of SERPINE1, PLAUR, THBS1, and ITGA6 correlated with poor prognosis, while upregulation of CALML5 and SPINK5 was associated with favorable outcomes. NFIB emerged as the most significant TF-regulating hub genes. Immunohistochemistry validated ITGA6 overexpression in primary OSCC. Cross-validation using the RNA-seq dataset supported the involvement of critical genes in the malignant transformation process. <b>Conclusion:</b> This study identified vital genes, pathways, and prognostic markers involved in the malignant transformation from normal oral tissue to OPL and primary OSCC, providing insights for early diagnosis and targeted therapy development. Cross-validation with an independent RNA-seq dataset and immunohistochemistry reinforced the findings, supporting the robustness of the identified molecular signatures.</p>","PeriodicalId":49326,"journal":{"name":"Analytical Cellular Pathology","volume":"2024 ","pages":"6260651"},"PeriodicalIF":2.6000,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11458300/pdf/","citationCount":"0","resultStr":"{\"title\":\"Malignant Transformation of Normal Oral Tissue to Dysplasia and Early Oral Squamous Cell Carcinoma: An <i>In Silico</i> Transcriptomics Approach.\",\"authors\":\"Shokoofeh Jamshidi, Matina Tavangar, Setareh Shojaei, Amir Taherkhani\",\"doi\":\"10.1155/2024/6260651\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p><b>Background:</b> Oral squamous cell carcinoma (OSCC) is a prevalent and aggressive form of head and neck cancer, often diagnosed at advanced stages. Elucidating the molecular mechanisms involved in the malignant transformation from normal oral tissue to oral preinvasive lesions (OPL) and primary OSCC could facilitate early diagnosis and improve therapeutic strategies. <b>Methods:</b> Differentially expressed genes (DEGs) were identified from the GSE30784 dataset by comparing normal oral tissue, oral dysplasia, and primary OSCC samples. Cross-validation was performed using an independent RNA-seq dataset, GSE186775. Protein-protein interaction (PPI) network analysis, gene ontology annotation, and pathway enrichment analysis were conducted on the common DEGs. Hub genes were identified, and their prognostic significance was evaluated using survival analysis. Transcription factor (TF) enrichment analysis, cross-validation, and immunohistochemistry analyses were also performed. <b>Results:</b> A total of 226 proteins and 677 interactions were identified in the PPI network, with 34 hub genes, including FN1, SERPINE1, PLAUR, THBS1, and ITGA6. Pathways such as \\\"Formation of the cornified envelope,\\\" \\\"Keratinization,\\\" and \\\"Developmental biology\\\" were enriched. Overexpression of SERPINE1, PLAUR, THBS1, and ITGA6 correlated with poor prognosis, while upregulation of CALML5 and SPINK5 was associated with favorable outcomes. NFIB emerged as the most significant TF-regulating hub genes. Immunohistochemistry validated ITGA6 overexpression in primary OSCC. Cross-validation using the RNA-seq dataset supported the involvement of critical genes in the malignant transformation process. <b>Conclusion:</b> This study identified vital genes, pathways, and prognostic markers involved in the malignant transformation from normal oral tissue to OPL and primary OSCC, providing insights for early diagnosis and targeted therapy development. Cross-validation with an independent RNA-seq dataset and immunohistochemistry reinforced the findings, supporting the robustness of the identified molecular signatures.</p>\",\"PeriodicalId\":49326,\"journal\":{\"name\":\"Analytical Cellular Pathology\",\"volume\":\"2024 \",\"pages\":\"6260651\"},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2024-09-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11458300/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Analytical Cellular Pathology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1155/2024/6260651\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q3\",\"JCRName\":\"CELL BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Analytical Cellular Pathology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1155/2024/6260651","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"CELL BIOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

背景:口腔鳞状细胞癌(OSCC)是一种常见的侵袭性头颈部癌症,通常在晚期才被诊断出来。阐明从正常口腔组织向口腔浸润前病变(OPL)和原发性 OSCC 恶性转化的分子机制有助于早期诊断和改进治疗策略。研究方法通过比较正常口腔组织、口腔发育不良和原发性OSCC样本,从GSE30784数据集中鉴定差异表达基因(DEGs)。使用独立的 RNA-seq 数据集 GSE186775 进行交叉验证。对常见的 DEGs 进行了蛋白-蛋白相互作用(PPI)网络分析、基因本体注释和通路富集分析。确定了枢纽基因,并通过生存分析评估了其预后意义。此外,还进行了转录因子(TF)富集分析、交叉验证和免疫组化分析。结果PPI网络中共鉴定出226种蛋白质和677种相互作用,其中有34个中心基因,包括FN1、SERPINE1、PLAUR、THBS1和ITGA6。粟粒化包膜的形成"、"角质化 "和 "发育生物学 "等途径被富集。SERPINE1、PLAUR、THBS1和ITGA6的过表达与预后不良有关,而CALML5和SPINK5的上调与预后良好有关。NFIB成为最重要的TF调控枢纽基因。免疫组化验证了 ITGA6 在原发性 OSCC 中的过表达。使用RNA-seq数据集进行的交叉验证支持关键基因参与恶性转化过程。结论本研究发现了参与正常口腔组织向OPL和原发性OSCC恶性转化的重要基因、通路和预后标志物,为早期诊断和靶向治疗的开发提供了启示。用独立的 RNA-seq 数据集和免疫组化方法进行交叉验证加强了研究结果,支持了所发现的分子特征的稳健性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Malignant Transformation of Normal Oral Tissue to Dysplasia and Early Oral Squamous Cell Carcinoma: An In Silico Transcriptomics Approach.

Background: Oral squamous cell carcinoma (OSCC) is a prevalent and aggressive form of head and neck cancer, often diagnosed at advanced stages. Elucidating the molecular mechanisms involved in the malignant transformation from normal oral tissue to oral preinvasive lesions (OPL) and primary OSCC could facilitate early diagnosis and improve therapeutic strategies. Methods: Differentially expressed genes (DEGs) were identified from the GSE30784 dataset by comparing normal oral tissue, oral dysplasia, and primary OSCC samples. Cross-validation was performed using an independent RNA-seq dataset, GSE186775. Protein-protein interaction (PPI) network analysis, gene ontology annotation, and pathway enrichment analysis were conducted on the common DEGs. Hub genes were identified, and their prognostic significance was evaluated using survival analysis. Transcription factor (TF) enrichment analysis, cross-validation, and immunohistochemistry analyses were also performed. Results: A total of 226 proteins and 677 interactions were identified in the PPI network, with 34 hub genes, including FN1, SERPINE1, PLAUR, THBS1, and ITGA6. Pathways such as "Formation of the cornified envelope," "Keratinization," and "Developmental biology" were enriched. Overexpression of SERPINE1, PLAUR, THBS1, and ITGA6 correlated with poor prognosis, while upregulation of CALML5 and SPINK5 was associated with favorable outcomes. NFIB emerged as the most significant TF-regulating hub genes. Immunohistochemistry validated ITGA6 overexpression in primary OSCC. Cross-validation using the RNA-seq dataset supported the involvement of critical genes in the malignant transformation process. Conclusion: This study identified vital genes, pathways, and prognostic markers involved in the malignant transformation from normal oral tissue to OPL and primary OSCC, providing insights for early diagnosis and targeted therapy development. Cross-validation with an independent RNA-seq dataset and immunohistochemistry reinforced the findings, supporting the robustness of the identified molecular signatures.

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
Analytical Cellular Pathology
Analytical Cellular Pathology ONCOLOGY-CELL BIOLOGY
CiteScore
4.90
自引率
3.10%
发文量
70
审稿时长
16 weeks
期刊介绍: Analytical Cellular Pathology is a peer-reviewed, Open Access journal that provides a forum for scientists, medical practitioners and pathologists working in the area of cellular pathology. The journal publishes original research articles, review articles, and clinical studies related to cytology, carcinogenesis, cell receptors, biomarkers, diagnostic pathology, immunopathology, and hematology.
×
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:481959085
Book学术官方微信