乳酸相关基因的综合分析发现S100A4是子宫内膜异位症中促进子宫内膜基质细胞迁移和侵袭的新标志物。

IF 2.5 3区 医学 Q2 OBSTETRICS & GYNECOLOGY
Reproductive Sciences Pub Date : 2025-08-01 Epub Date: 2025-07-10 DOI:10.1007/s43032-025-01914-7
Xiuping Wang, Yue Chen, Qingyue Wu, Xiwen Wang, Yanyun Wu, Hengwei Liu
{"title":"乳酸相关基因的综合分析发现S100A4是子宫内膜异位症中促进子宫内膜基质细胞迁移和侵袭的新标志物。","authors":"Xiuping Wang, Yue Chen, Qingyue Wu, Xiwen Wang, Yanyun Wu, Hengwei Liu","doi":"10.1007/s43032-025-01914-7","DOIUrl":null,"url":null,"abstract":"<p><p>Endometriosis is a prevalent gynecological disorder worldwide that significantly impairs the quality of life of patients and imposes a substantial economic burden. The limited efficacy and adverse effects of current pharmacological and surgical treatments highlight the urgent need for alternative diagnostic biomarkers and therapeutic targets. Recent evidence indicates that metabolic reprogramming, particularly lactate metabolism, plays a crucial role in the development and progression of endometriosis. In this study, we employed differential expression analysis to identify differentially expressed genes in endometriosis patients, and used Least Absolute Shrinkage and Selection Operator (LASSO) regression and Random Forest (RF) for feature selection and model construction. Five key genes (MRPS2, YARS2, SLC3A1, CALD1, and S100A4) were validated as highly accurate diagnostic markers. Furthermore, we conducted in-depth analysis of the regulatory activity of these key lactate metabolism-related genes and their association with immune infiltration. Additionally, we constructed a lncRNA-miRNA gene regulatory network, providing insights into the molecular mechanisms and potential therapeutic strategies. Among these key lactate metabolism-related genes, S100A4 was found to be significantly upregulated in the lesions of endometriosis and plays a pivotal role in regulating cellular invasion and metabolic reprogramming in endometriosis. Silencing of S100A4 significantly inhibited the migration and invasion ability of endometrial stromal cells, whereas overexpression of S100A4 reversed this inhibitory effect. This finding further underscores the importance of S100A4 as a potential therapeutic target. In conclusion, this study highlights the potential value of lactate-related genes as diagnostic biomarkers and therapeutic targets, especially targeting the S100A4 gene in endometrial stromal cells, which may serve as an effective therapeutic strategy to inhibit the progression of endometriosis, offering new directions for future clinical diagnosis and treatment.</p>","PeriodicalId":20920,"journal":{"name":"Reproductive Sciences","volume":" ","pages":"2558-2573"},"PeriodicalIF":2.5000,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Integrated Analysis of Lactate-Related Genes Identifies S100A4 as a Novel Marker Promoting the Migration and Invasion of Endometrial Stromal Cell in Endometriosis.\",\"authors\":\"Xiuping Wang, Yue Chen, Qingyue Wu, Xiwen Wang, Yanyun Wu, Hengwei Liu\",\"doi\":\"10.1007/s43032-025-01914-7\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Endometriosis is a prevalent gynecological disorder worldwide that significantly impairs the quality of life of patients and imposes a substantial economic burden. The limited efficacy and adverse effects of current pharmacological and surgical treatments highlight the urgent need for alternative diagnostic biomarkers and therapeutic targets. Recent evidence indicates that metabolic reprogramming, particularly lactate metabolism, plays a crucial role in the development and progression of endometriosis. In this study, we employed differential expression analysis to identify differentially expressed genes in endometriosis patients, and used Least Absolute Shrinkage and Selection Operator (LASSO) regression and Random Forest (RF) for feature selection and model construction. Five key genes (MRPS2, YARS2, SLC3A1, CALD1, and S100A4) were validated as highly accurate diagnostic markers. Furthermore, we conducted in-depth analysis of the regulatory activity of these key lactate metabolism-related genes and their association with immune infiltration. Additionally, we constructed a lncRNA-miRNA gene regulatory network, providing insights into the molecular mechanisms and potential therapeutic strategies. Among these key lactate metabolism-related genes, S100A4 was found to be significantly upregulated in the lesions of endometriosis and plays a pivotal role in regulating cellular invasion and metabolic reprogramming in endometriosis. Silencing of S100A4 significantly inhibited the migration and invasion ability of endometrial stromal cells, whereas overexpression of S100A4 reversed this inhibitory effect. This finding further underscores the importance of S100A4 as a potential therapeutic target. In conclusion, this study highlights the potential value of lactate-related genes as diagnostic biomarkers and therapeutic targets, especially targeting the S100A4 gene in endometrial stromal cells, which may serve as an effective therapeutic strategy to inhibit the progression of endometriosis, offering new directions for future clinical diagnosis and treatment.</p>\",\"PeriodicalId\":20920,\"journal\":{\"name\":\"Reproductive Sciences\",\"volume\":\" \",\"pages\":\"2558-2573\"},\"PeriodicalIF\":2.5000,\"publicationDate\":\"2025-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Reproductive Sciences\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s43032-025-01914-7\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/7/10 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q2\",\"JCRName\":\"OBSTETRICS & GYNECOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Reproductive Sciences","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s43032-025-01914-7","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/7/10 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"OBSTETRICS & GYNECOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

子宫内膜异位症是一种世界范围内普遍存在的妇科疾病,它严重影响了患者的生活质量,并造成了巨大的经济负担。目前药物和手术治疗的有限疗效和副作用突出了对替代诊断生物标志物和治疗靶点的迫切需要。最近的证据表明,代谢重编程,特别是乳酸代谢,在子宫内膜异位症的发生和进展中起着至关重要的作用。本研究采用差异表达分析方法鉴定子宫内膜异位症患者的差异表达基因,并采用最小绝对收缩和选择算子(LASSO)回归和随机森林(RF)进行特征选择和模型构建。5个关键基因(MRPS2、YARS2、SLC3A1、CALD1和S100A4)被证实是高度准确的诊断标记。此外,我们深入分析了这些关键乳酸代谢相关基因的调控活性及其与免疫浸润的关系。此外,我们构建了一个lncRNA-miRNA基因调控网络,为分子机制和潜在的治疗策略提供了见解。在这些乳酸代谢相关的关键基因中,S100A4在子宫内膜异位症的病变中被发现显著上调,并在调节子宫内膜异位症的细胞侵袭和代谢重编程中起关键作用。沉默S100A4可显著抑制子宫内膜基质细胞的迁移和侵袭能力,而过表达S100A4可逆转这种抑制作用。这一发现进一步强调了S100A4作为潜在治疗靶点的重要性。总之,本研究突出了乳酸相关基因作为诊断生物标志物和治疗靶点的潜在价值,特别是针对子宫内膜基质细胞中的S100A4基因,可能作为抑制子宫内膜异位症进展的有效治疗策略,为未来临床诊断和治疗提供了新的方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrated Analysis of Lactate-Related Genes Identifies S100A4 as a Novel Marker Promoting the Migration and Invasion of Endometrial Stromal Cell in Endometriosis.

Endometriosis is a prevalent gynecological disorder worldwide that significantly impairs the quality of life of patients and imposes a substantial economic burden. The limited efficacy and adverse effects of current pharmacological and surgical treatments highlight the urgent need for alternative diagnostic biomarkers and therapeutic targets. Recent evidence indicates that metabolic reprogramming, particularly lactate metabolism, plays a crucial role in the development and progression of endometriosis. In this study, we employed differential expression analysis to identify differentially expressed genes in endometriosis patients, and used Least Absolute Shrinkage and Selection Operator (LASSO) regression and Random Forest (RF) for feature selection and model construction. Five key genes (MRPS2, YARS2, SLC3A1, CALD1, and S100A4) were validated as highly accurate diagnostic markers. Furthermore, we conducted in-depth analysis of the regulatory activity of these key lactate metabolism-related genes and their association with immune infiltration. Additionally, we constructed a lncRNA-miRNA gene regulatory network, providing insights into the molecular mechanisms and potential therapeutic strategies. Among these key lactate metabolism-related genes, S100A4 was found to be significantly upregulated in the lesions of endometriosis and plays a pivotal role in regulating cellular invasion and metabolic reprogramming in endometriosis. Silencing of S100A4 significantly inhibited the migration and invasion ability of endometrial stromal cells, whereas overexpression of S100A4 reversed this inhibitory effect. This finding further underscores the importance of S100A4 as a potential therapeutic target. In conclusion, this study highlights the potential value of lactate-related genes as diagnostic biomarkers and therapeutic targets, especially targeting the S100A4 gene in endometrial stromal cells, which may serve as an effective therapeutic strategy to inhibit the progression of endometriosis, offering new directions for future clinical diagnosis and treatment.

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
Reproductive Sciences
Reproductive Sciences 医学-妇产科学
CiteScore
5.50
自引率
3.40%
发文量
322
审稿时长
4-8 weeks
期刊介绍: Reproductive Sciences (RS) is a peer-reviewed, monthly journal publishing original research and reviews in obstetrics and gynecology. RS is multi-disciplinary and includes research in basic reproductive biology and medicine, maternal-fetal medicine, obstetrics, gynecology, reproductive endocrinology, urogynecology, fertility/infertility, embryology, gynecologic/reproductive oncology, developmental biology, stem cell research, molecular/cellular biology and other related fields.
×
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