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慢性肾脏病相关肾纤维化潜在靶点及通路的生物信息学分析与实验验证

Bioinformatics analysis and experimental validation of potential targets and pathways in chronic kidney disease associated with renal fibrosis.

作者信息

Huimin Cui, Yuxin Zhao, Peng Wang, Wei Gong, Hong Lin, Na Li, Jianjun Yang

机构信息

School of Public Health, Ningxia Medical University, 1160 Shengli Street, Yinchuan, 750004, China.

Ningxia Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan, 750004, China.

出版信息

J Transl Med. 2025 Apr 2;23(1):387. doi: 10.1186/s12967-024-06058-x.

Abstract

BACKGROUND

Chronic kidney disease (CKD) has emerged as a major health problem worldwide. Previous studies have shown that specific miRNA expression profiles of patients with CKD are significantly changed. In this study, we aim to elucidate the role of miRNAs as potential biomarkers in CKD progression by integrating bioinformatics analysis with experimental validation, thereby providing medical evidence for the prevention and treatment of CKD.

METHOD

Bioinformatics analysis was used to identify potential targets and pathways in CKD-associated renal fibrosis through randomly obtaining miRNA microarray data related to CKD patients in the Gene Expression Omnibus (GEO) database according to the inclusion and exclusion criteria, conducting pathway enrichment analysis and constructing protein-protein interaction (PPI) networks and miRNA-mRNA network by Cytoscape 3.8.0. In vitro experiments were employed to verify the role and mechanism of miR-223-3p in human renal tubular epithelial cells (HK2) through Quantitative real-time PCR assays, Western blot, Immunofluorescence analysis and Double luciferase reporter gene experiment. Multi-group one-way analysis of variance (ANOVA) and the Dunnett-t test were uesd to analyze the results by SPSS24.0.

RESULTS

10 up-regulated and 11 down-regulated miRNAs of CKD patients were screened out. Phosphatidylinositol 3-kinase/protein kinase B (PI3K/Akt) was the first pathway of pathway enrichment analysis. MiR-223-3p (logFC=-2.047, p = 0.002) was one of the four hub miRNAs. Furthermore, we observed a reduction in α-smooth muscle actin (α-SMA) (p = 0.001) and Collagen type I alpha 1 (Col1-a1) (p = 0.023) levels upon miR-223-3p overexpression, which aligned with our bioinformatics predictions. This downregulation was attributed to the inhibition of nuclear factor kappa-B (NF-κB) nuclear translocation and subsequent decrease in the secretion of inflammatory cytokines, such as interleukin-6 (IL-6) (p = 0.005). Conversely, when CHUK was further overexpressed, the inhibitory effect of miR-223-3p on epithelial-mesenchymal transition (EMT) was attenuated, confirming the specific interaction between miR-223-3p and CHUK.

CONCLUSION

Our findings provide compelling evidence that miR-223-3p acts as a suppressor of EMT in CKD by specifically targeting the CHUK and modulating the PI3K/Akt pathway, which holds great promise as a novel therapeutic target for CKD treatment. Additionally, this study offers a potential avenue for the development of future interventions aimed at halting or reversing the progression of CKD.

摘要

背景

慢性肾脏病(CKD)已成为全球主要的健康问题。先前的研究表明,CKD患者的特定微小RNA(miRNA)表达谱有显著变化。在本研究中,我们旨在通过整合生物信息学分析与实验验证,阐明miRNA作为CKD进展潜在生物标志物的作用,从而为CKD的防治提供医学依据。

方法

根据纳入和排除标准,通过在基因表达综合数据库(GEO)中随机获取与CKD患者相关的miRNA微阵列数据,利用生物信息学分析来识别CKD相关肾纤维化中的潜在靶点和通路,进行通路富集分析,并通过Cytoscape 3.8.0构建蛋白质-蛋白质相互作用(PPI)网络和miRNA-信使核糖核酸(mRNA)网络。采用体外实验,通过定量实时聚合酶链反应(PCR)检测、蛋白质免疫印迹法、免疫荧光分析和双荧光素酶报告基因实验,验证miR-223-3p在人肾小管上皮细胞(HK2)中的作用及机制。采用多组单因素方差分析(ANOVA)和Dunnett-t检验,通过SPSS24.0对结果进行分析。

结果

筛选出CKD患者中10个上调和11个下调的miRNA。磷脂酰肌醇3-激酶/蛋白激酶B(PI3K/Akt)是通路富集分析的首要通路。MiR-223-3p(logFC=-2.047,p = 0.002)是四个关键miRNA之一。此外,我们观察到miR-223-3p过表达后,α-平滑肌肌动蛋白(α-SMA)(p = 0.001)和I型胶原蛋白α1(Col1-a1)(p = 0.023)水平降低,这与我们的生物信息学预测一致。这种下调归因于核因子κB(NF-κB)核转位的抑制以及随后炎症细胞因子如白细胞介素-6(IL-6)分泌的减少(p = 0.005)。相反,当CHUK进一步过表达时,miR-223-3p对上皮-间质转化(EMT)的抑制作用减弱,证实了miR-223-3p与CHUK之间的特异性相互作用。

结论

我们的研究结果提供了有力证据,表明miR-223-3p通过特异性靶向CHUK并调节PI3K/Akt通路,在CKD中作为EMT的抑制剂发挥作用,这作为CKD治疗的新靶点具有很大潜力。此外,本研究为未来旨在阻止或逆转CKD进展的干预措施的开发提供了一条潜在途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f7e9/11967072/7526d6fa583b/12967_2024_6058_Fig1_HTML.jpg

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