• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

复发性植入失败中关键基因和免疫细胞浸润的鉴定:基于多个微阵列研究的综合分析。

Identification of key genes and immune cell infiltration in recurrent implantation failure: A study based on integrated analysis of multiple microarray studies.

机构信息

Reproductive Medicine Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.

Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.

出版信息

Am J Reprod Immunol. 2022 Oct;88(4):e13607. doi: 10.1111/aji.13607. Epub 2022 Aug 15.

DOI:10.1111/aji.13607
PMID:35929523
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9786880/
Abstract

PROBLEM

Recurrent implantation failure (RIF) refers to a challenging topic in assisted reproductive technology (ART), the etiology of which may be attributed to impaired endometrial receptivity; however, the precise pathogenesis of RIF has not been thoroughly elucidated.

METHOD OF STUDY

Four RIF microarray datasets were obtained from the Gene Expression Omnibus database and integrated by the "sva" R package. The differentially expressed genes (DEGs) were analyzed using the "limma" package and then GO, KEGG, GSEA, and GSVA were applied to perform functional and pathway enrichment analysis. The immune cell infiltration in the RIF process was evaluated by the CIBERSORT algorithm. Finally, the hub genes were identified through the CytoHubba and subsequently verified using two items of external endometrial data.

RESULTS

236 genes were differentially expressed in the endometrium of the RIF group. Functional enrichment analysis demonstrated that the biological functions of DEGs were mainly correlated to the immune-related pathways, including immune response, TNF signaling pathway, complement and coagulation cascades. Among the immune cells, γδ T cells decreased significantly in the endometrium of RIF patients. In addition, the key DEGs such as PTGS2, FGB, MUC1, SST, VCAM1, MMP7, ERBB4, FOLR1, and C3 were screened and identified as the hub genes involved in the pathogenesis of RIF.

CONCLUSIONS

Abnormal immune response regulation of endometrium contributes to the occurrence of RIF, and γδ T cells may be the pivotal immune cells causing RIF. At the same time, the novel hub genes identified will provide effective targets for the prediction and therapy of RIF.

摘要

问题

反复着床失败(RIF)是辅助生殖技术(ART)中的一个难题,其病因可能与子宫内膜容受性受损有关,但 RIF 的具体发病机制尚未完全阐明。

方法

从基因表达综合数据库中获取了 4 个 RIF 微阵列数据集,并通过“sva”R 包进行整合。使用“limma”包分析差异表达基因(DEGs),然后进行 GO、KEGG、GSEA 和 GSVA 分析,以进行功能和通路富集分析。通过 CIBERSORT 算法评估 RIF 过程中的免疫细胞浸润。最后,通过 CytoHubba 识别枢纽基因,并使用两项外部子宫内膜数据进行验证。

结果

在 RIF 组的子宫内膜中,有 236 个基因差异表达。功能富集分析表明,DEGs 的生物学功能主要与免疫相关通路相关,包括免疫反应、TNF 信号通路、补体和凝血级联。在免疫细胞中,RIF 患者的子宫内膜中 γδ T 细胞显著减少。此外,筛选并鉴定了关键的 DEGs,如 PTGS2、FGB、MUC1、SST、VCAM1、MMP7、ERBB4、FOLR1 和 C3,作为参与 RIF 发病机制的枢纽基因。

结论

子宫内膜异常免疫反应调节导致 RIF 的发生,γδ T 细胞可能是导致 RIF 的关键免疫细胞。同时,新鉴定的枢纽基因将为 RIF 的预测和治疗提供有效的靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a314/9786880/bdfd8e624988/AJI-88-e13607-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a314/9786880/8f1f62b058ee/AJI-88-e13607-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a314/9786880/340bc12ae173/AJI-88-e13607-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a314/9786880/665186b5049e/AJI-88-e13607-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a314/9786880/bf86b0b7e7b1/AJI-88-e13607-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a314/9786880/e0a405235492/AJI-88-e13607-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a314/9786880/bdfd8e624988/AJI-88-e13607-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a314/9786880/8f1f62b058ee/AJI-88-e13607-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a314/9786880/340bc12ae173/AJI-88-e13607-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a314/9786880/665186b5049e/AJI-88-e13607-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a314/9786880/bf86b0b7e7b1/AJI-88-e13607-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a314/9786880/e0a405235492/AJI-88-e13607-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a314/9786880/bdfd8e624988/AJI-88-e13607-g002.jpg

相似文献

1
Identification of key genes and immune cell infiltration in recurrent implantation failure: A study based on integrated analysis of multiple microarray studies.复发性植入失败中关键基因和免疫细胞浸润的鉴定:基于多个微阵列研究的综合分析。
Am J Reprod Immunol. 2022 Oct;88(4):e13607. doi: 10.1111/aji.13607. Epub 2022 Aug 15.
2
Integrated Analysis of Multiple Microarrays Based on Raw Data Identified Novel Gene Signatures in Recurrent Implantation Failure.基于原始数据的多个微阵列综合分析鉴定了复发性种植失败中的新型基因特征。
Front Endocrinol (Lausanne). 2022 Feb 7;13:785462. doi: 10.3389/fendo.2022.785462. eCollection 2022.
3
Identification and validation of immune cells and hub genes alterations in recurrent implantation failure: A GEO data mining study.复发性植入失败中免疫细胞和关键基因改变的鉴定与验证:一项GEO数据挖掘研究
Front Genet. 2023 Jan 9;13:1094978. doi: 10.3389/fgene.2022.1094978. eCollection 2022.
4
Identification of potential biomarkers and immune infiltration characteristics in recurrent implantation failure using bioinformatics analysis.利用生物信息学分析鉴定复发性种植失败的潜在生物标志物和免疫浸润特征。
Front Immunol. 2023 Jan 26;14:992765. doi: 10.3389/fimmu.2023.992765. eCollection 2023.
5
Analysis of weighted gene co-expression networks and clinical validation identify hub genes and immune cell infiltration in the endometrial cells of patients with recurrent implantation failure.加权基因共表达网络分析及临床验证确定复发性植入失败患者子宫内膜细胞中的枢纽基因和免疫细胞浸润
Front Genet. 2024 Apr 5;15:1292757. doi: 10.3389/fgene.2024.1292757. eCollection 2024.
6
Gene profiling reveals the role of inflammation, abnormal uterine muscle contraction and vascularity in recurrent implantation failure.基因谱分析揭示了炎症、子宫肌肉异常收缩和血管生成在反复种植失败中的作用。
Front Genet. 2023 Feb 24;14:1108805. doi: 10.3389/fgene.2023.1108805. eCollection 2023.
7
Deciphering the endometrial immune landscape of RIF during the window of implantation from cellular senescence by integrated bioinformatics analysis and machine learning.通过整合生物信息学分析和机器学习,解析着床窗口期反复种植失败子宫内膜的细胞衰老免疫全景。
Front Immunol. 2022 Sep 5;13:952708. doi: 10.3389/fimmu.2022.952708. eCollection 2022.
8
Bioinformatics Analysis Identifies Key Genes in Recurrent Implantation Failure Based on Immune Infiltration.基于免疫浸润的生物信息学分析确定反复种植失败中的关键基因
Reprod Sci. 2023 Mar;30(3):952-965. doi: 10.1007/s43032-022-01060-4. Epub 2022 Aug 31.
9
Identification of Key Endometrial MicroRNAs and Their Target Genes Associated With Pathogenesis of Recurrent Implantation Failure by Integrated Bioinformatics Analysis.通过综合生物信息学分析鉴定与反复种植失败发病机制相关的关键子宫内膜微小RNA及其靶基因
Front Genet. 2022 Jun 22;13:919301. doi: 10.3389/fgene.2022.919301. eCollection 2022.
10
Potential Biomarkers and Endometrial Immune Microenvironment in Recurrent Implantation Failure.反复种植失败中的潜在生物标志物和子宫内膜免疫微环境。
Biomolecules. 2023 Feb 21;13(3):406. doi: 10.3390/biom13030406.

引用本文的文献

1
Molecular subtype of recurrent implantation failure reveals distinct endometrial etiology of female infertility.复发性植入失败的分子亚型揭示了女性不孕症独特的子宫内膜病因。
J Transl Med. 2025 Jul 14;23(1):792. doi: 10.1186/s12967-025-06771-1.
2
Identification of MARK2, CCDC71, GATA2, and KLRC3 as candidate diagnostic genes and potential therapeutic targets for repeated implantation failure with antiphospholipid syndrome by integrated bioinformatics analysis and machine learning.通过整合生物信息学分析和机器学习,鉴定 MARK2、CCDC71、GATA2 和 KLRC3 作为抗磷脂抗体综合征反复着床失败的候选诊断基因和潜在治疗靶点。
Front Immunol. 2023 Oct 13;14:1126103. doi: 10.3389/fimmu.2023.1126103. eCollection 2023.
3

本文引用的文献

1
Number and function of uterine natural killer cells in recurrent miscarriage and implantation failure: a systematic review and meta-analysis.复发性流产和着床失败中子宫自然杀伤细胞的数量和功能:系统评价和荟萃分析。
Hum Reprod Update. 2022 Jun 30;28(4):548-582. doi: 10.1093/humupd/dmac006.
2
Association of Genetic Polymorphisms of Fibrinogen, Factor XIII A-Subunit and α-Antiplasmin with Fibrinogen Levels in Pregnant Women.纤维蛋白原、凝血因子 XIII A 亚基和α-抗纤溶酶基因多态性与孕妇纤维蛋白原水平的关联
Life (Basel). 2021 Dec 3;11(12):1340. doi: 10.3390/life11121340.
3
Potential innate immunity-related markers of endometrial receptivity and recurrent implantation failure (RIF).
Recurrent Implantation Failure: Bioinformatic Discovery of Biomarkers and Identification of Metabolic Subtypes.
复发性着床失败:生物信息学发现生物标志物和代谢亚型的鉴定。
Int J Mol Sci. 2023 Aug 30;24(17):13488. doi: 10.3390/ijms241713488.
4
Single-Cell RNA Sequencing and Microarray Analysis Reveal the Role of Lipid-Metabolism-Related Genes and Cellular Immune Infiltration in Pre-Eclampsia and Identify Novel Biomarkers for Pre-Eclampsia.单细胞RNA测序和微阵列分析揭示脂质代谢相关基因和细胞免疫浸润在子痫前期中的作用,并鉴定子痫前期的新型生物标志物。
Biomedicines. 2023 Aug 21;11(8):2328. doi: 10.3390/biomedicines11082328.
5
Recurrent implantation failure: A comprehensive summary from etiology to treatment.反复种植失败:从病因到治疗的全面总结。
Front Endocrinol (Lausanne). 2023 Jan 5;13:1061766. doi: 10.3389/fendo.2022.1061766. eCollection 2022.
6
The Efficacy and Safety of the Zhuyun Formula and Auricular Acupressure for the Infertile Women with Recurrent Implantation Failure: A Randomized Controlled Trial.助孕方联合耳穴压豆治疗反复种植失败不孕女性的疗效及安全性:一项随机对照试验
Evid Based Complement Alternat Med. 2022 Oct 11;2022:5274638. doi: 10.1155/2022/5274638. eCollection 2022.
潜在的与子宫内膜容受性和反复着床失败(RIF)相关的固有免疫标志物。
Reprod Biol. 2021 Dec;21(4):100569. doi: 10.1016/j.repbio.2021.100569. Epub 2021 Nov 19.
4
A review of the pathophysiology of recurrent implantation failure.复发性植入失败的病理生理学综述。
Fertil Steril. 2021 Dec;116(6):1436-1448. doi: 10.1016/j.fertnstert.2021.09.014. Epub 2021 Oct 19.
5
Roles of γδT cells in pregnancy and pregnancy-related complications.γδT 细胞在妊娠及妊娠相关并发症中的作用。
Am J Reprod Immunol. 2021 Nov;86(5):e13487. doi: 10.1111/aji.13487. Epub 2021 Aug 9.
6
The transcriptomic profile of endometrial receptivity in recurrent miscarriage.反复性流产中子宫内膜容受性的转录组图谱。
Eur J Obstet Gynecol Reprod Biol. 2021 Jun;261:211-216. doi: 10.1016/j.ejogrb.2021.04.041. Epub 2021 Apr 30.
7
NKG2D as a Cell Surface Marker on γδ-T Cells for Predicting Pregnancy Outcomes in Patients With Unexplained Repeated Implantation Failure.NKG2D 作为 γδ-T 细胞表面标志物预测不明原因反复着床失败患者的妊娠结局。
Front Immunol. 2021 Mar 10;12:631077. doi: 10.3389/fimmu.2021.631077. eCollection 2021.
8
Immunologic causes and thrombophilia in recurrent pregnancy loss.复发性妊娠丢失的免疫病因和血栓形成倾向。
Fertil Steril. 2021 Mar;115(3):561-566. doi: 10.1016/j.fertnstert.2021.01.017. Epub 2021 Feb 17.
9
Granzyme B-expressing γδ-T and NK cells as a predictor of clinical pregnancy failure in patients with unexplained repeated implantation failure.表达粒酶 B 的 γδ-T 和 NK 细胞作为不明原因复发性植入失败患者临床妊娠失败的预测指标。
J Reprod Immunol. 2021 Apr;144:103269. doi: 10.1016/j.jri.2020.103269. Epub 2020 Dec 28.
10
Uterine natural killer cells: from foe to friend in reproduction.子宫自然杀伤细胞:在生殖中从敌人到朋友。
Hum Reprod Update. 2021 Jun 22;27(4):720-746. doi: 10.1093/humupd/dmaa062.