探索个体组织中复发性妊娠丢失的新分子机制。

IF 3.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Hui Ding, Yajie Gao, Yuan Gao, Yulu Chen, Ruimin Liu, Caili Wang, Yuqing Gao
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引用次数: 0

摘要

复发性妊娠丢失(RPL)影响约2.5%的育龄妇女,在超过50%的病例中仍然是特发性的,需要对其机制和生物标志物进行深入研究。整合三个RPL个体组织转录组数据集(GSE113790、GSE161969和GSE178535)进行差异表达、加权基因共表达网络分析(WGCNA)和功能富集分析。机器学习(LASSO, SVM-RFE, RF)识别出最佳特征基因,并通过实时定量聚合酶链反应(RT-qPCR)和免疫组织化学(IHC)进行验证。采用单样本基因集富集分析(ssGSEA)评估免疫浸润。体外实验评估了补体因子h相关蛋白1 (CFHR1)在去脂化和补体/凝血途径中的作用。10个关键基因被鉴定出来,CFHR1被认为是最佳的生物标志物。CFHR1过表达与补体/凝血功能失调和去个体化受损相关。免疫分析显示,RPL蜕膜中巨噬细胞和γδ T细胞数量增加,巨噬细胞水平与CFHR1呈显著正相关(r = 0.64, p
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring novel molecular mechanisms underlying recurrent pregnancy loss in decidual tissues.

Recurrent pregnancy loss (RPL), which affects approximately 2.5% of reproductive-aged women, remains idiopathic in more than 50% of cases, necessitating mechanistic insights and biomarkers. Three RPL decidual tissue transcriptomic datasets (GSE113790, GSE161969, and GSE178535) were integrated for differential expression, weighted gene co-expression network analysis (WGCNA), and functional enrichment analyses. Machine learning (LASSO, SVM-RFE, RF) identified optimal feature genes, which were validated via real-time quantitative polymerase chain reaction (RT-qPCR) and immunohistochemistry (IHC). Immune infiltration was assessed using single-sample gene set enrichment analysis(ssGSEA). In vitro experiments evaluated the role of Complement Factor H-Related Protein 1 (CFHR1) in decidualization and the complement/coagulation pathways. Ten key genes were identified, with CFHR1 emerging as the optimal biomarker. CFHR1 overexpression correlated with complement/coagulation dysregulation and impaired decidualization. Immune profiling demonstrated increased numbers of macrophages and γδ T cells in RPL decidua, with macrophage levels showing a significant positive correlation with CFHR1(r = 0.64, p < 0.01). ROC analysis demonstrated the diagnostic efficacy of CFHR1 (AUC = 0.950). CFHR1drives RPL pathogenesis through complement/coagulation activation and immunemicroenvironment remodeling. Its role as a multifunctional mediator highlights itstherapeutic potential, suggesting novel targets for clinical intervention.

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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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