Wang Boqiang, Tan Zhenkun, She Wusheng, Wang Xiang, Guan Xiaofeng, Tao Zhiwei, Guo Fuyou, Xu Hua, Deng Yaoliang
Department of Urology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China.
Department of Urology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530000, Guangxi, China.
Biochem Genet. 2025 Feb 1. doi: 10.1007/s10528-025-11036-z.
The predominant component of kidney stone is calcium oxalate monohydrate (COM), a fact widely acknowledged. Although rodent models are frequently used to induce calcium oxalate (CaOx) crystallization, further exploration of Randall's plaques (RPs) in these models is still needed. We first selected the GSE89028 and GSE75542 datasets from the Gene Expression Omnibus (GEO) database to identify commonly differentially expressed genes (co-DEGs). Based on co-DEGs, we conducted Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses to identify significantly enriched pathways. Additionally, we performed Gene Set Enrichment Analysis (GSEA) to validate the enriched pathways. In order to identify hub genes, we established a network of protein-protein interactions (PPI). Finally, we conducted real-time PCR and Western blot to validate the findings from the bioinformatics analysis. We selected 28 co-DEGs from two datasets. The enrichment analysis using GO, KEGG, and GSEA revealed significant enrichment of chemokine-related signaling pathways. The histogram analysis showed that three chemokine factor-related genes were involved in multiple pathways. We used Cytohubba to confirm the presence of three hub genes. Subsequently, analysis of external datasets and quantitative real-time polymerase chain reaction (qRT-PCR) and Western blot demonstrated significant upregulation of CCL2, CXCL1, and CXCL2 in HK-2 cells following CaOx treatment compared to the control group (p < 0.05). Our study demonstrated that upon stimulation by CaOx, renal tubular epithelial cells release chemokines, including CCL2, CXCL1, and CXCL2. This release of chemokines is accompanied by the activation of signaling pathways such as TNF and IL-17. These findings may provide new directions for future research on Kidney Stone Disease.
肾结石的主要成分是一水草酸钙(COM),这是一个广为人知的事实。尽管啮齿动物模型经常被用于诱导草酸钙(CaOx)结晶,但仍需要在这些模型中进一步探索兰德尔斑(RPs)。我们首先从基因表达综合数据库(GEO)中选择了GSE89028和GSE75542数据集,以识别共同差异表达基因(co-DEGs)。基于co-DEGs,我们进行了基因本体(GO)和京都基因与基因组百科全书(KEGG)分析,以识别显著富集的通路。此外,我们进行了基因集富集分析(GSEA)以验证富集的通路。为了识别枢纽基因,我们建立了蛋白质-蛋白质相互作用(PPI)网络。最后,我们进行了实时PCR和蛋白质印迹分析,以验证生物信息学分析的结果。我们从两个数据集中选择了28个co-DEGs。使用GO、KEGG和GSEA进行的富集分析显示趋化因子相关信号通路显著富集。直方图分析表明,三个趋化因子相关基因参与了多个通路。我们使用Cytohubba确认了三个枢纽基因的存在。随后,对外部数据集的分析以及定量实时聚合酶链反应(qRT-PCR)和蛋白质印迹分析表明,与对照组相比,CaOx处理后HK-2细胞中CCL2、CXCL1和CXCL2显著上调(p < 0.05)。我们的研究表明,在CaOx刺激下,肾小管上皮细胞会释放趋化因子,包括CCL2、CXCL1和CXCL2。趋化因子的这种释放伴随着TNF和IL-17等信号通路的激活。这些发现可能为未来肾结石疾病的研究提供新的方向。