子痫前期嗜铁相关基因:综合生物信息学分析、实验验证和药物预测。

IF 2.7 2区 医学 Q1 OBSTETRICS & GYNECOLOGY BMC Pregnancy and Childbirth Pub Date : 2025-02-21 DOI:10.1186/s12884-025-07325-5
Lidan He, Feng Zhan, Xuemei Li, Huijuan Yang, Jianbo Wu
{"title":"子痫前期嗜铁相关基因:综合生物信息学分析、实验验证和药物预测。","authors":"Lidan He, Feng Zhan, Xuemei Li, Huijuan Yang, Jianbo Wu","doi":"10.1186/s12884-025-07325-5","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Preeclampsia (PE) is a severe pregnancy complication with limited early diagnostic and therapeutic options. Ferroptosis, an iron-dependent cell death pathway, has emerged as a potential mechanism in PE pathogenesis. This study investigated ferroptosis-related genes (FRGs) in PE to identify diagnostic biomarkers and therapeutic targets.</p><p><strong>Methods: </strong>Differentially expressed genes were identified from GEO databases and intersected with FRGs. Hub genes were selected using RandomForest and LASSO algorithms. Their diagnostic potential was evaluated through ROC analysis. Regulatory networks were constructed using transcription factors, microRNAs and potential drug targets. Hub gene expression was validated through immunohistochemistry, Western blot, and RT-qPCR in placental tissues and hypoxic trophoblasts.</p><p><strong>Results: </strong>We identified 25 ferroptosis-related differentially expressed genes enriched in ferroptosis and HIF-1 pathways. Four hub genes (NDRG1, P4HA1, LDHA, and IDO1) showed high diagnostic efficiency (AUC=0.9182). Immune cell analysis revealed altered levels of plasma cells, CD8+ T cells, Tregs, monocytes, and M2 macrophages in PE, correlating significantly with hub gene expression. We identified 84 mRNA-miRNA and 119 mRNA-TF interactions. Among 19 potential drugs, Tetrahydro-NAD showed promising targeting potential. Experimental validation confirmed elevated expression of NDRG1, P4HA1, and LDHA, and decreased IDO1 in PE tissues and hypoxic conditions.</p><p><strong>Discussion: </strong>This study identified four FRGs as potential PE biomarkers and therapeutic targets, providing new insights into PE pathogenesis through integrated bioinformatics and experimental validation. These findings may facilitate early PE diagnosis and treatment development.</p>","PeriodicalId":9033,"journal":{"name":"BMC Pregnancy and Childbirth","volume":"25 1","pages":"189"},"PeriodicalIF":2.7000,"publicationDate":"2025-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11844108/pdf/","citationCount":"0","resultStr":"{\"title\":\"Ferroptosis-related genes in preeclampsia: integrative bioinformatics analysis, experimental validation and drug prediction.\",\"authors\":\"Lidan He, Feng Zhan, Xuemei Li, Huijuan Yang, Jianbo Wu\",\"doi\":\"10.1186/s12884-025-07325-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>Preeclampsia (PE) is a severe pregnancy complication with limited early diagnostic and therapeutic options. Ferroptosis, an iron-dependent cell death pathway, has emerged as a potential mechanism in PE pathogenesis. This study investigated ferroptosis-related genes (FRGs) in PE to identify diagnostic biomarkers and therapeutic targets.</p><p><strong>Methods: </strong>Differentially expressed genes were identified from GEO databases and intersected with FRGs. Hub genes were selected using RandomForest and LASSO algorithms. Their diagnostic potential was evaluated through ROC analysis. Regulatory networks were constructed using transcription factors, microRNAs and potential drug targets. Hub gene expression was validated through immunohistochemistry, Western blot, and RT-qPCR in placental tissues and hypoxic trophoblasts.</p><p><strong>Results: </strong>We identified 25 ferroptosis-related differentially expressed genes enriched in ferroptosis and HIF-1 pathways. Four hub genes (NDRG1, P4HA1, LDHA, and IDO1) showed high diagnostic efficiency (AUC=0.9182). Immune cell analysis revealed altered levels of plasma cells, CD8+ T cells, Tregs, monocytes, and M2 macrophages in PE, correlating significantly with hub gene expression. We identified 84 mRNA-miRNA and 119 mRNA-TF interactions. Among 19 potential drugs, Tetrahydro-NAD showed promising targeting potential. Experimental validation confirmed elevated expression of NDRG1, P4HA1, and LDHA, and decreased IDO1 in PE tissues and hypoxic conditions.</p><p><strong>Discussion: </strong>This study identified four FRGs as potential PE biomarkers and therapeutic targets, providing new insights into PE pathogenesis through integrated bioinformatics and experimental validation. These findings may facilitate early PE diagnosis and treatment development.</p>\",\"PeriodicalId\":9033,\"journal\":{\"name\":\"BMC Pregnancy and Childbirth\",\"volume\":\"25 1\",\"pages\":\"189\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2025-02-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11844108/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"BMC Pregnancy and Childbirth\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s12884-025-07325-5\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"OBSTETRICS & GYNECOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Pregnancy and Childbirth","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12884-025-07325-5","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OBSTETRICS & GYNECOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

子痫前期(PE)是一种严重的妊娠并发症,早期诊断和治疗选择有限。铁下垂是一种铁依赖性细胞死亡途径,已成为PE发病的潜在机制。本研究研究了PE中铁中毒相关基因(FRGs),以确定诊断生物标志物和治疗靶点。方法:从GEO数据库中鉴定差异表达基因,并与FRGs相交。采用随机森林和LASSO算法选择中心基因。通过ROC分析评估其诊断潜力。利用转录因子、microrna和潜在药物靶点构建调控网络。通过免疫组织化学、Western blot和RT-qPCR在胎盘组织和缺氧滋养细胞中验证Hub基因的表达。结果:我们鉴定了25个与铁下垂相关的差异表达基因,这些基因在铁下垂和HIF-1途径中富集。4个中心基因(NDRG1、P4HA1、LDHA、IDO1)的诊断效率较高(AUC=0.9182)。免疫细胞分析显示,PE中浆细胞、CD8+ T细胞、Tregs、单核细胞和M2巨噬细胞水平的改变与hub基因表达显著相关。我们鉴定了84个mRNA-miRNA和119个mRNA-TF相互作用。在19种潜在药物中,四氢- nad显示出良好的靶向潜力。实验证实,缺氧条件下PE组织中NDRG1、P4HA1和LDHA表达升高,IDO1表达降低。讨论:本研究确定了四种FRGs作为PE的潜在生物标志物和治疗靶点,通过综合生物信息学和实验验证为PE的发病机制提供了新的见解。这些发现可能有助于PE的早期诊断和治疗发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

摘要图片

摘要图片

摘要图片

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
Ferroptosis-related genes in preeclampsia: integrative bioinformatics analysis, experimental validation and drug prediction.

Introduction: Preeclampsia (PE) is a severe pregnancy complication with limited early diagnostic and therapeutic options. Ferroptosis, an iron-dependent cell death pathway, has emerged as a potential mechanism in PE pathogenesis. This study investigated ferroptosis-related genes (FRGs) in PE to identify diagnostic biomarkers and therapeutic targets.

Methods: Differentially expressed genes were identified from GEO databases and intersected with FRGs. Hub genes were selected using RandomForest and LASSO algorithms. Their diagnostic potential was evaluated through ROC analysis. Regulatory networks were constructed using transcription factors, microRNAs and potential drug targets. Hub gene expression was validated through immunohistochemistry, Western blot, and RT-qPCR in placental tissues and hypoxic trophoblasts.

Results: We identified 25 ferroptosis-related differentially expressed genes enriched in ferroptosis and HIF-1 pathways. Four hub genes (NDRG1, P4HA1, LDHA, and IDO1) showed high diagnostic efficiency (AUC=0.9182). Immune cell analysis revealed altered levels of plasma cells, CD8+ T cells, Tregs, monocytes, and M2 macrophages in PE, correlating significantly with hub gene expression. We identified 84 mRNA-miRNA and 119 mRNA-TF interactions. Among 19 potential drugs, Tetrahydro-NAD showed promising targeting potential. Experimental validation confirmed elevated expression of NDRG1, P4HA1, and LDHA, and decreased IDO1 in PE tissues and hypoxic conditions.

Discussion: This study identified four FRGs as potential PE biomarkers and therapeutic targets, providing new insights into PE pathogenesis through integrated bioinformatics and experimental validation. These findings may facilitate early PE diagnosis and treatment development.

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
BMC Pregnancy and Childbirth
BMC Pregnancy and Childbirth OBSTETRICS & GYNECOLOGY-
CiteScore
4.90
自引率
6.50%
发文量
845
审稿时长
3-8 weeks
期刊介绍: BMC Pregnancy & Childbirth is an open access, peer-reviewed journal that considers articles on all aspects of pregnancy and childbirth. The journal welcomes submissions on the biomedical aspects of pregnancy, breastfeeding, labor, maternal health, maternity care, trends and sociological aspects of pregnancy and childbirth.
期刊最新文献
Household cost of treating pregnancy-related complications in an urban setting: a study at the Korle Bu teaching hospital, Ghana. Determinants of birth preparedness and complication readiness among postpartum women in Bugembe, Jinja City, Eastern Uganda: a community-based cross-sectional study. The effect of an educational intervention based on the theory of planned behavior on breastfeeding behavior and self-efficacy in pregnant women in Iran: a quasi-experimental study. Cervical human papillomavirus positivity in hydatidiform mole and spontaneous miscarriage: a retrospective case-control study. Impact of placenta accreta spectrum and cesarean hysterectomy on quality of life and postpartum depression: a case-control study in Shiraz, Iran.
×
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学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
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