TGF-b信号通路在脊髓室管膜瘤中的作用:基于生物信息学分析和临床试验的研究

IF 1.6 4区 医学 Q4 NEUROSCIENCES
Yan-Dong Fan, Man-Li Zhu, Mamutijiang Muertizha, Jia-Ming Wang, Kun Luo
{"title":"TGF-b信号通路在脊髓室管膜瘤中的作用:基于生物信息学分析和临床试验的研究","authors":"Yan-Dong Fan, Man-Li Zhu, Mamutijiang Muertizha, Jia-Ming Wang, Kun Luo","doi":"10.5114/fn.2025.152514","DOIUrl":null,"url":null,"abstract":"<p><p>This study aimed to identify potential therapeutic targets for spinal cord ependymoma (SCE) and key signaling pathways associated with the transforming growth factor b (TGF-b) signaling pathway through bioinformatics analysis, molecular biology validation, and clinical characteristics. Differentially expressed genes (DEGs) in SCE were identified using the limma package in R, and a Venn diagram was created to obtain the intersection of TGF-b signaling pathway-related genes and DEGs. Next, the clusterProfiler package was employed for enrichment analysis of Gene Ontology and Kyoto Encyclopedia of Genes and Genomes. Also, a protein-protein interaction network of DEGs was constructed using the Search Tool for the Retrieval of Interacting Genes/Proteins website, and Cytoscape was used to visualize and screen the top 20 key genes. Additionally, quantitative real-time polymerase chain reaction and western blot were used to validate the mRNA and protein expression levels, respectively, of SMAD4, TGFB1, and TGFB receptor 1 (TGFBR1) in clinical samples. A total of 61 differentially expressed TGF-b signaling pathway-related genes were associated with 1) biological processes, such as the transmembrane receptor protein serine/threonine kinase signaling pathway, TGF-b receptor signaling pathway, and pathway-restricted SMAD protein phosphorylation; 2) cell components, such as the plasma membrane signaling receptor complex and collagen-containing extracellular matrix; and 3) molecular function, such as SMAD binding, growth factor binding, and cytokine binding. The protein-protein interaction network consisted of 57 nodes and 339 edges, and three key genes (SMAD4, TGFB1, and TGFBR1) were screened. The TGF-b and Hippo signaling pathways may have potential roles in SCE progression, and SMAD4, TGFB1, and TGFBR1 are potential key genes.</p>","PeriodicalId":12370,"journal":{"name":"Folia neuropathologica","volume":"63 2","pages":"127-137"},"PeriodicalIF":1.6000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Effect of the TGF-b signaling pathway on spinal cord ependymoma: A study based on bioinformatics analysis and clinical trials.\",\"authors\":\"Yan-Dong Fan, Man-Li Zhu, Mamutijiang Muertizha, Jia-Ming Wang, Kun Luo\",\"doi\":\"10.5114/fn.2025.152514\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>This study aimed to identify potential therapeutic targets for spinal cord ependymoma (SCE) and key signaling pathways associated with the transforming growth factor b (TGF-b) signaling pathway through bioinformatics analysis, molecular biology validation, and clinical characteristics. Differentially expressed genes (DEGs) in SCE were identified using the limma package in R, and a Venn diagram was created to obtain the intersection of TGF-b signaling pathway-related genes and DEGs. Next, the clusterProfiler package was employed for enrichment analysis of Gene Ontology and Kyoto Encyclopedia of Genes and Genomes. Also, a protein-protein interaction network of DEGs was constructed using the Search Tool for the Retrieval of Interacting Genes/Proteins website, and Cytoscape was used to visualize and screen the top 20 key genes. Additionally, quantitative real-time polymerase chain reaction and western blot were used to validate the mRNA and protein expression levels, respectively, of SMAD4, TGFB1, and TGFB receptor 1 (TGFBR1) in clinical samples. A total of 61 differentially expressed TGF-b signaling pathway-related genes were associated with 1) biological processes, such as the transmembrane receptor protein serine/threonine kinase signaling pathway, TGF-b receptor signaling pathway, and pathway-restricted SMAD protein phosphorylation; 2) cell components, such as the plasma membrane signaling receptor complex and collagen-containing extracellular matrix; and 3) molecular function, such as SMAD binding, growth factor binding, and cytokine binding. The protein-protein interaction network consisted of 57 nodes and 339 edges, and three key genes (SMAD4, TGFB1, and TGFBR1) were screened. The TGF-b and Hippo signaling pathways may have potential roles in SCE progression, and SMAD4, TGFB1, and TGFBR1 are potential key genes.</p>\",\"PeriodicalId\":12370,\"journal\":{\"name\":\"Folia neuropathologica\",\"volume\":\"63 2\",\"pages\":\"127-137\"},\"PeriodicalIF\":1.6000,\"publicationDate\":\"2025-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Folia neuropathologica\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.5114/fn.2025.152514\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"NEUROSCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Folia neuropathologica","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.5114/fn.2025.152514","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
引用次数: 0

摘要

本研究旨在通过生物信息学分析、分子生物学验证和临床特征,确定脊髓室管膜瘤(SCE)的潜在治疗靶点和与转化生长因子b (TGF-b)信号通路相关的关键信号通路。利用R中的limma package对SCE中的差异表达基因(differential expression genes, deg)进行鉴定,并绘制Venn图获得TGF-b信号通路相关基因与deg的交集。接下来,利用clusterProfiler包对基因本体和京都基因与基因组百科全书进行富集分析。利用Search Tool for Retrieval of Interacting Genes/Proteins网站构建deg蛋白-蛋白相互作用网络,利用Cytoscape可视化筛选前20个关键基因。此外,采用实时定量聚合酶链反应和western blot技术分别验证临床样品中SMAD4、TGFB1和TGFB受体1 (TGFBR1) mRNA和蛋白的表达水平。共有61个差异表达的TGF-b信号通路相关基因与1)生物学过程相关,如跨膜受体蛋白丝氨酸/苏氨酸激酶信号通路、TGF-b受体信号通路和通路限制性SMAD蛋白磷酸化;2)细胞成分,如质膜信号受体复合物和含胶原的细胞外基质;3)分子功能,如SMAD结合、生长因子结合、细胞因子结合等。蛋白-蛋白相互作用网络由57个节点和339个边组成,筛选出3个关键基因(SMAD4、TGFB1和TGFBR1)。TGF-b和Hippo信号通路可能在SCE进展中发挥潜在作用,SMAD4、TGFB1和TGFBR1是潜在的关键基因。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effect of the TGF-b signaling pathway on spinal cord ependymoma: A study based on bioinformatics analysis and clinical trials.

This study aimed to identify potential therapeutic targets for spinal cord ependymoma (SCE) and key signaling pathways associated with the transforming growth factor b (TGF-b) signaling pathway through bioinformatics analysis, molecular biology validation, and clinical characteristics. Differentially expressed genes (DEGs) in SCE were identified using the limma package in R, and a Venn diagram was created to obtain the intersection of TGF-b signaling pathway-related genes and DEGs. Next, the clusterProfiler package was employed for enrichment analysis of Gene Ontology and Kyoto Encyclopedia of Genes and Genomes. Also, a protein-protein interaction network of DEGs was constructed using the Search Tool for the Retrieval of Interacting Genes/Proteins website, and Cytoscape was used to visualize and screen the top 20 key genes. Additionally, quantitative real-time polymerase chain reaction and western blot were used to validate the mRNA and protein expression levels, respectively, of SMAD4, TGFB1, and TGFB receptor 1 (TGFBR1) in clinical samples. A total of 61 differentially expressed TGF-b signaling pathway-related genes were associated with 1) biological processes, such as the transmembrane receptor protein serine/threonine kinase signaling pathway, TGF-b receptor signaling pathway, and pathway-restricted SMAD protein phosphorylation; 2) cell components, such as the plasma membrane signaling receptor complex and collagen-containing extracellular matrix; and 3) molecular function, such as SMAD binding, growth factor binding, and cytokine binding. The protein-protein interaction network consisted of 57 nodes and 339 edges, and three key genes (SMAD4, TGFB1, and TGFBR1) were screened. The TGF-b and Hippo signaling pathways may have potential roles in SCE progression, and SMAD4, TGFB1, and TGFBR1 are potential key genes.

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
Folia neuropathologica
Folia neuropathologica 医学-病理学
CiteScore
2.50
自引率
5.00%
发文量
38
审稿时长
>12 weeks
期刊介绍: Folia Neuropathologica is an official journal of the Mossakowski Medical Research Centre Polish Academy of Sciences and the Polish Association of Neuropathologists. The journal publishes original articles and reviews that deal with all aspects of clinical and experimental neuropathology and related fields of neuroscience research. The scope of journal includes surgical and experimental pathomorphology, ultrastructure, immunohistochemistry, biochemistry and molecular biology of the nervous tissue. Papers on surgical neuropathology and neuroimaging are also welcome. The reports in other fields relevant to the understanding of human neuropathology might be considered.
×
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