Shi Jiaqi, Qin Xinyue, Sha Haonan, Wang Rong, Shen Hao, Chen Yinhao, Chen Xiaolan
Department of Nephrology, Affiliated Hospital of Nantong University, Nantong, China.
Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China.
Ren Fail. 2025 Dec;47(1):2449195. doi: 10.1080/0886022X.2024.2449195. Epub 2025 Jan 8.
Chronic kidney disease (CKD) represents a significant global public health challenge. This study aims to identify biomarkers of renal fibrosis and elucidate the relationship between unilateral ureteral obstruction (UUO), immune infiltration, and cell death.
Gene expression matrices for UUO were retrieved from the gene expression omnibus (GSE36496, GSE79443, GSE217650, and GSE217654). Seven genes identified through Protein-Protein Interaction (PPI) network and Support Vector Machine-Recursive Feature Elimination (SVM-RFE) analysis were validated using qRT-PCR in both and UUO experiments. WB assays were employed to investigate the role of Clec4n within NF-κB signaling pathway in renal fibrosis. The composition of immune cells in UUO was assessed using CIBERSORT, and gene set variant analysis (GSVA) was utilized to evaluate prevalent signaling pathways and cell death indices.
GO and KEGG enrichment analyses revealed numerous inflammation-related pathways significantly enriched in UUO conditions. Bcl2a1b, Clec4n, and Col1a1 were identified as potential diagnostic biomarkers for UUO. Analysis of immune cell infiltration indicated a correlation between UUO and enhanced mast cell activation. Silencing Clec4n expression appeared to mitigate the inflammatory response in renal fibrosis. GSVA results indicated elevated inflammatory pathway scores in UUO, with significant differences in disulfiram and cuproptosis scores compared to those in the normal murine kidney group.
Bcl2a1b, Clec4n, and Col1a1 may serve as biomarkers for diagnosing UUO. UUO development is closely linked to immune cell infiltration, activation of inflammatory pathways, disulfiram, and cuproptosis processes.
慢性肾脏病(CKD)是一项重大的全球公共卫生挑战。本研究旨在识别肾纤维化的生物标志物,并阐明单侧输尿管梗阻(UUO)、免疫浸润和细胞死亡之间的关系。
从基因表达综合数据库(GSE36496、GSE79443、GSE217650和GSE217654)中检索UUO的基因表达矩阵。通过蛋白质-蛋白质相互作用(PPI)网络和支持向量机-递归特征消除(SVM-RFE)分析确定的7个基因,在体内和体外UUO实验中使用qRT-PCR进行验证。采用蛋白质免疫印迹(WB)分析来研究Clec4n在肾纤维化中NF-κB信号通路中的作用。使用CIBERSORT评估UUO中免疫细胞的组成,并利用基因集变异分析(GSVA)来评估常见的信号通路和细胞死亡指数。
基因本体(GO)和京都基因与基因组百科全书(KEGG)富集分析显示,在UUO条件下有许多与炎症相关的通路显著富集。Bcl2a1b、Clec4n和Col1a1被确定为UUO的潜在诊断生物标志物。免疫细胞浸润分析表明UUO与肥大细胞活化增强之间存在相关性。沉默Clec4n表达似乎可减轻肾纤维化中的炎症反应。GSVA结果表明,UUO中炎症通路得分升高,与正常小鼠肾脏组相比,双硫仑和铜死亡得分存在显著差异。
Bcl2a1b、Clec4n和Col1a1可能作为诊断UUO的生物标志物。UUO的发展与免疫细胞浸润、炎症通路激活、双硫仑和铜死亡过程密切相关。