{"title":"探索个体组织中复发性妊娠丢失的新分子机制。","authors":"Hui Ding, Yajie Gao, Yuan Gao, Yulu Chen, Ruimin Liu, Caili Wang, Yuqing Gao","doi":"10.1038/s41598-025-10604-y","DOIUrl":null,"url":null,"abstract":"<p><p>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.</p>","PeriodicalId":21811,"journal":{"name":"Scientific Reports","volume":"15 1","pages":"25460"},"PeriodicalIF":3.9000,"publicationDate":"2025-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12259838/pdf/","citationCount":"0","resultStr":"{\"title\":\"Exploring novel molecular mechanisms underlying recurrent pregnancy loss in decidual tissues.\",\"authors\":\"Hui Ding, Yajie Gao, Yuan Gao, Yulu Chen, Ruimin Liu, Caili Wang, Yuqing Gao\",\"doi\":\"10.1038/s41598-025-10604-y\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>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.</p>\",\"PeriodicalId\":21811,\"journal\":{\"name\":\"Scientific Reports\",\"volume\":\"15 1\",\"pages\":\"25460\"},\"PeriodicalIF\":3.9000,\"publicationDate\":\"2025-07-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12259838/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Scientific Reports\",\"FirstCategoryId\":\"103\",\"ListUrlMain\":\"https://doi.org/10.1038/s41598-025-10604-y\",\"RegionNum\":2,\"RegionCategory\":\"综合性期刊\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MULTIDISCIPLINARY SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Scientific Reports","FirstCategoryId":"103","ListUrlMain":"https://doi.org/10.1038/s41598-025-10604-y","RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
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
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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