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淫羊藿苷通过调节线粒体功能障碍途径改善微小病变肾病:网络药理学、生物信息学与实验验证的整合策略

Icariin ameliorates minimal change disease by regulating the mitochondrial dysfunction pathway: an integrated strategy of network pharmacology, bioinformatics, and experimental validation.

作者信息

Wu Hao, Wu Rong, Zhong Dian, Dai Enlai, Chen Li, Xue Guozhong, Li Xuping, Wang Hanyu

机构信息

School of Traditional Chinese and Western Medicine, Gansu University of Chinese Medicine, Lanzhou, Gansu, China.

Department of Nephropathy, Affiliated Hospital of Gansu University of Chinese Medicine, Lanzhou, Gansu, China.

出版信息

Front Pharmacol. 2025 Aug 29;16:1640822. doi: 10.3389/fphar.2025.1640822. eCollection 2025.

Abstract

BACKGROUND

Minimal change disease (MCD) involves mitochondrial dysfunction. Icariin (ICA) has therapeutic potential. However, the exact mechanism by which ICA regulates mitochondrial dysfunction remains to be elucidated. This study investigated ICA targets and mitochondrial dysfunction-related genes (MDRGs) involved in MCD pathogenesis.

METHODS

First, the differentially expressed genes (DEGs) between MCD and controls were identified using differential expression analysis. Differential MCD-ICA target genes were obtained by intersecting the DEGs and MDRGs with ICA target genes. The four Cytoscape algorithms were then used to screen the differential MCD-ICA target genes for candidates, which were then refined through expression validation, machine learning, and ROC analysis to pinpoint the key genes. Next, a nomogram model of MCD was constructed. Gene set enrichment analysis (GSEA), immune infiltration analysis, molecular regulatory network analysis, and molecular docking analysis were also performed using the key genes. Finally, reverse transcription quantitative polymerase chain reaction (RT-qPCR) was used to validate the expression of the key genes in rat samples. In parallel, mitochondrial morphology was examined using transmission electron microscopy, and the ATP content in renal tissue was measured using colorimetric detection.

RESULTS

Two key genes ( and ) were identified; both were downregulated in MCD. These findings were confirmed using RT-qPCR, with ICA intervention reversing their expression. In addition, the key gene-based nomogram demonstrated good predictive ability. Molecular docking confirmed strong binding between ICA and each of the key genes. GSEA revealed that the top three most prominent pathways shared by the two key genes included neutrophil degranulation and the innate immune system, with differential immune cell infiltration noted between the MCD patients and controls (e.g., resting dendritic cells and eosinophils). Twelve transcription factors co-regulated the genes and . Transmission electron microscopy and colorimetry confirmed that the ICA intervention alleviated mitochondrial dysfunction.

CONCLUSION

and were identified as associated with ICA therapy and MDRGs in MCD patients. Furthermore, the potential ameliorating effect of ICA on MCD could be achieved by alleviating mitochondrial dysfunction. This work provides a potential theoretical basis for the treatment of MCD.

摘要

背景

微小病变病(MCD)涉及线粒体功能障碍。淫羊藿苷(ICA)具有治疗潜力。然而,ICA调节线粒体功能障碍的确切机制仍有待阐明。本研究调查了参与MCD发病机制的ICA靶点和线粒体功能障碍相关基因(MDRGs)。

方法

首先,使用差异表达分析确定MCD与对照之间的差异表达基因(DEGs)。通过将DEGs和MDRGs与ICA靶点基因相交,获得差异MCD-ICA靶点基因。然后使用四种Cytoscape算法筛选差异MCD-ICA靶点基因以寻找候选基因,随后通过表达验证、机器学习和ROC分析对其进行优化,以确定关键基因。接下来,构建MCD的列线图模型。还使用关键基因进行基因集富集分析(GSEA)、免疫浸润分析、分子调控网络分析和分子对接分析。最后,使用逆转录定量聚合酶链反应(RT-qPCR)验证大鼠样本中关键基因的表达。同时,使用透射电子显微镜检查线粒体形态,并使用比色法检测肾组织中的ATP含量。

结果

鉴定出两个关键基因(和);两者在MCD中均下调。使用RT-qPCR证实了这些发现,ICA干预可逆转它们的表达。此外,基于关键基因的列线图显示出良好的预测能力。分子对接证实ICA与每个关键基因之间具有强结合。GSEA显示两个关键基因共有的前三个最显著途径包括中性粒细胞脱颗粒和先天免疫系统,MCD患者与对照之间存在差异免疫细胞浸润(例如,静息树突状细胞和嗜酸性粒细胞)。12种转录因子共同调节基因和。透射电子显微镜和比色法证实ICA干预减轻了线粒体功能障碍。

结论

和被确定与MCD患者的ICA治疗和MDRGs相关。此外,ICA对MCD的潜在改善作用可通过减轻线粒体功能障碍来实现。这项工作为MCD的治疗提供了潜在的理论基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79ae/12425968/8a53f76e2263/fphar-16-1640822-g001.jpg

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