基于生物信息学的 PASMCs 中与铁突变和 HIV 相关的差异表达基因的鉴定与分析

IF 0.8 4区 医学 Q4 IMMUNOLOGY Current HIV Research Pub Date : 2024-01-01 DOI:10.2174/011570162X304876240821062047
Tong Lu, Linna Guo, Yong Ma, Lijie Yao, Li Li, Wenshan Bian, Miao Xiu, Yang Jiang, Yongtao Li, Haifeng Jin
{"title":"基于生物信息学的 PASMCs 中与铁突变和 HIV 相关的差异表达基因的鉴定与分析","authors":"Tong Lu, Linna Guo, Yong Ma, Lijie Yao, Li Li, Wenshan Bian, Miao Xiu, Yang Jiang, Yongtao Li, Haifeng Jin","doi":"10.2174/011570162X304876240821062047","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>HIV-associated pulmonary arterial hypertension (HIV-PAH), a rare and fatal condition within the pulmonary arterial hypertension spectrum, is linked to HIV infection. While ferroptosis, an iron-dependent cell death form, is implicated in various lung diseases, its role in HIVPAH development remains unclear.</p><p><strong>Methods: </strong>Leveraging Gene Expression Omnibus data, we identified differentially expressed genes (DEGs) in pulmonary arterial smooth muscle cells, including HIV-related DEGs (HIV-DEGs) and ferroptosis-related HIV-DEGs (FR-HIV-DEGs). PPI network analysis of FR-HIV-DEGs using CytoHubba in Cytoscape identified hub genes. We conducted functional and pathway enrichment analyses for FR-HIV-DEGs, HIV-DEGs, and hub genes. Diagnostic value assessment of hub genes utilized ROC curve analysis. Key genes were further screened, and external validation was performed. Additionally, we predicted a potential ceRNA regulatory network for key genes.</p><p><strong>Results: </strong>1372 DEGs were found, of which 228 were HIV-DEGs, and 20 were FR-HIV-DEGs. TP53, IL6, PTGS2, IL1B (downregulated), and PPARG (upregulated) were the five hub genes that were screened. TP53, IL6, and IL1B act as ferroptosis drivers, PTGS2 as a ferroptosis marker, and PPARG as a ferroptosis inhibitor. Enrichment analysis indicated biological processes enriched in \"response to oxidative stress\" and pathways enriched in \"human cytomegalovirus infection.\" Key genes IL6 and PTGS2 exhibited strong predictive value <i>via</i> ROC curve analysis and external validation. The predicted ceRNA regulatory network identified miRNAs (has-mir-335-5p, has-mir-124-3p) targeting key genes and lncRNAs (XIST, NEAT1) targeting these miRNAs.</p><p><strong>Conclusion: </strong>This study advances our understanding of potential mechanisms in HIV-PAH pathogenesis, emphasizing the involvement of ferroptosis. The findings offer valuable insights for future research in HIV-PAH.</p>","PeriodicalId":10911,"journal":{"name":"Current HIV Research","volume":" ","pages":"308-317"},"PeriodicalIF":0.8000,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Identification and Analysis of Differentially Expressed Genes Associated with Ferroptosis and HIV in PASMCs Based on Bioinformatics.\",\"authors\":\"Tong Lu, Linna Guo, Yong Ma, Lijie Yao, Li Li, Wenshan Bian, Miao Xiu, Yang Jiang, Yongtao Li, Haifeng Jin\",\"doi\":\"10.2174/011570162X304876240821062047\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>HIV-associated pulmonary arterial hypertension (HIV-PAH), a rare and fatal condition within the pulmonary arterial hypertension spectrum, is linked to HIV infection. While ferroptosis, an iron-dependent cell death form, is implicated in various lung diseases, its role in HIVPAH development remains unclear.</p><p><strong>Methods: </strong>Leveraging Gene Expression Omnibus data, we identified differentially expressed genes (DEGs) in pulmonary arterial smooth muscle cells, including HIV-related DEGs (HIV-DEGs) and ferroptosis-related HIV-DEGs (FR-HIV-DEGs). PPI network analysis of FR-HIV-DEGs using CytoHubba in Cytoscape identified hub genes. We conducted functional and pathway enrichment analyses for FR-HIV-DEGs, HIV-DEGs, and hub genes. Diagnostic value assessment of hub genes utilized ROC curve analysis. Key genes were further screened, and external validation was performed. Additionally, we predicted a potential ceRNA regulatory network for key genes.</p><p><strong>Results: </strong>1372 DEGs were found, of which 228 were HIV-DEGs, and 20 were FR-HIV-DEGs. TP53, IL6, PTGS2, IL1B (downregulated), and PPARG (upregulated) were the five hub genes that were screened. TP53, IL6, and IL1B act as ferroptosis drivers, PTGS2 as a ferroptosis marker, and PPARG as a ferroptosis inhibitor. Enrichment analysis indicated biological processes enriched in \\\"response to oxidative stress\\\" and pathways enriched in \\\"human cytomegalovirus infection.\\\" Key genes IL6 and PTGS2 exhibited strong predictive value <i>via</i> ROC curve analysis and external validation. The predicted ceRNA regulatory network identified miRNAs (has-mir-335-5p, has-mir-124-3p) targeting key genes and lncRNAs (XIST, NEAT1) targeting these miRNAs.</p><p><strong>Conclusion: </strong>This study advances our understanding of potential mechanisms in HIV-PAH pathogenesis, emphasizing the involvement of ferroptosis. The findings offer valuable insights for future research in HIV-PAH.</p>\",\"PeriodicalId\":10911,\"journal\":{\"name\":\"Current HIV Research\",\"volume\":\" \",\"pages\":\"308-317\"},\"PeriodicalIF\":0.8000,\"publicationDate\":\"2024-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Current HIV Research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.2174/011570162X304876240821062047\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"IMMUNOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current HIV Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.2174/011570162X304876240821062047","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"IMMUNOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

背景:HIV相关性肺动脉高压(HIV-PAH)是肺动脉高压谱系中一种罕见的致命疾病,与HIV感染有关。虽然铁依赖性细胞死亡(ferroptosis)与多种肺部疾病有关,但它在 HIV-PAH 发生过程中的作用仍不清楚:利用基因表达总库数据,我们确定了肺动脉平滑肌细胞中的差异表达基因(DEGs),包括与 HIV 相关的 DEGs(HIV-DEGs)和与铁噬相关的 HIV-DEGs (FR-HIV-DEGs)。利用 Cytoscape 中的 CytoHubba 对 FR-HIV-DEGs 进行了 PPI 网络分析,确定了枢纽基因。我们对 FR-HIV-DEG、HIV-DEG 和枢纽基因进行了功能和通路富集分析。利用 ROC 曲线分析评估了中心基因的诊断价值。对关键基因进行了进一步筛选,并进行了外部验证。此外,我们还预测了关键基因的潜在 ceRNA 调控网络:结果:发现了 1372 个 DEGs,其中 228 个为 HIV-DEGs,20 个为 FR-HIV-DEGs。TP53、IL6、PTGS2、IL1B(下调)和 PPARG(上调)是筛选出的五个枢纽基因。TP53、IL6和IL1B是铁变态反应的驱动基因,PTGS2是铁变态反应的标记基因,而PPARG则是铁变态反应的抑制基因。富集分析表明,生物过程富集于 "对氧化应激的反应",通路富集于 "人类巨细胞病毒感染"。通过 ROC 曲线分析和外部验证,关键基因 IL6 和 PTGS2 显示出很强的预测价值。预测的ceRNA调控网络确定了靶向关键基因的miRNA(has-mir-335-5p、has-mir-124-3p)和靶向这些miRNA的lncRNA(XIST、NEAT1):本研究加深了我们对HIV-PAH发病潜在机制的理解,强调了铁突变的参与。这些发现为今后的 HIV-PAH 研究提供了宝贵的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Identification and Analysis of Differentially Expressed Genes Associated with Ferroptosis and HIV in PASMCs Based on Bioinformatics.

Background: HIV-associated pulmonary arterial hypertension (HIV-PAH), a rare and fatal condition within the pulmonary arterial hypertension spectrum, is linked to HIV infection. While ferroptosis, an iron-dependent cell death form, is implicated in various lung diseases, its role in HIVPAH development remains unclear.

Methods: Leveraging Gene Expression Omnibus data, we identified differentially expressed genes (DEGs) in pulmonary arterial smooth muscle cells, including HIV-related DEGs (HIV-DEGs) and ferroptosis-related HIV-DEGs (FR-HIV-DEGs). PPI network analysis of FR-HIV-DEGs using CytoHubba in Cytoscape identified hub genes. We conducted functional and pathway enrichment analyses for FR-HIV-DEGs, HIV-DEGs, and hub genes. Diagnostic value assessment of hub genes utilized ROC curve analysis. Key genes were further screened, and external validation was performed. Additionally, we predicted a potential ceRNA regulatory network for key genes.

Results: 1372 DEGs were found, of which 228 were HIV-DEGs, and 20 were FR-HIV-DEGs. TP53, IL6, PTGS2, IL1B (downregulated), and PPARG (upregulated) were the five hub genes that were screened. TP53, IL6, and IL1B act as ferroptosis drivers, PTGS2 as a ferroptosis marker, and PPARG as a ferroptosis inhibitor. Enrichment analysis indicated biological processes enriched in "response to oxidative stress" and pathways enriched in "human cytomegalovirus infection." Key genes IL6 and PTGS2 exhibited strong predictive value via ROC curve analysis and external validation. The predicted ceRNA regulatory network identified miRNAs (has-mir-335-5p, has-mir-124-3p) targeting key genes and lncRNAs (XIST, NEAT1) targeting these miRNAs.

Conclusion: This study advances our understanding of potential mechanisms in HIV-PAH pathogenesis, emphasizing the involvement of ferroptosis. The findings offer valuable insights for future research in HIV-PAH.

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
Current HIV Research
Current HIV Research 医学-病毒学
CiteScore
1.90
自引率
10.00%
发文量
81
审稿时长
6-12 weeks
期刊介绍: Current HIV Research covers all the latest and outstanding developments of HIV research by publishing original research, review articles and guest edited thematic issues. The novel pioneering work in the basic and clinical fields on all areas of HIV research covers: virus replication and gene expression, HIV assembly, virus-cell interaction, viral pathogenesis, epidemiology and transmission, anti-retroviral therapy and adherence, drug discovery, the latest developments in HIV/AIDS vaccines and animal models, mechanisms and interactions with AIDS related diseases, social and public health issues related to HIV disease, and prevention of viral infection. Periodically, the journal invites guest editors to devote an issue on a particular area of HIV research of great interest that increases our understanding of the virus and its complex interaction with the host.
期刊最新文献
First Report of HPV Genotyping and Distribution in People Living with and Without HIV from Iran and the Middle East. Comparison of the Effectiveness of Mindfulness-based Cognitive Therapy and Silva-based Relaxation Therapy on Psychological Capital, Social Anxiety, and CD4+ Count in People Living with HIV in Iran. Augmenting Adherence: Improving Medication Compliance and Patient Education in Anti-Retroviral Therapy through Graphical Representation. Assessment of Knowledge and Concern of People Living with HIV Regarding Human Mpox and Vaccination The Hidden Enemy Within: Uncovering the Secrets of HIV Tissues Reservoirs and Current mRNA Vaccine Development
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1