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一种综合网络药理学和RNA测序方法探索异槲皮苷对阿霉素诱导的心脏毒性的保护作用:新基因的鉴定

An Integrated Network Pharmacology and RNA-seq Approach for Exploring the Protective Effect of Isoquercitrin in Doxorubicin-Induced Cardiotoxicity: Identification of Novel Genes.

作者信息

Alam Habib, Bailing Wei, Zhao Feng, Ullah Hayan, Ullah Inam, Ali Muhsin, Ullah Ijaz, Tuerhong Reyisha, Zhang Luying, Shi Lei

机构信息

College of Basic Medical Sciences, Dalian Medical University, No. 9 West Section, South Lvshun Road, Dalian, 116044, China.

College of Pharmacy, Hainan University, Ankang Rd, Hainan, China.

出版信息

Cardiovasc Toxicol. 2025 Apr;25(4):541-558. doi: 10.1007/s12012-025-09968-4. Epub 2025 Feb 18.

Abstract

Cardiotoxicity, a severe side effect of cytotoxic drugs like doxorubicin (DOX), can lead to cardiomyopathy and heart failure, significantly impacting patient prognosis. This study investigates the molecular mechanisms of DOX-induced cardiotoxicity and explores isoquercitrin (IQC) as a potential therapeutic agent. RNA-sequencing analysis revealed 7855 dysregulated genes in DOX vs. Control and 3853 in DOX + IQC vs. DOX groups. Functional enrichment analysis of upregulated genes in the DOX vs. Control group highlighted cytokine-cytokine receptor interaction and calcium signaling pathways as significant immune-related KEGG pathways. Immune genes were shortlisted based on inflammatory functions, followed by protein-protein interaction analysis and hub gene identification. This process revealed IL6, IL1B, IL10, CCL19, CD27, CSF1R, ADRB2, GDF15, TNFRSF10B, and PADI4 as the top 10 interacting immune hub genes. Validation in the DOX + IQC vs. DOX group showed that IQC downregulated CCL19, IL10, PADI4, and CSF1R genes. Computational drug design techniques, including virtual screening and molecular dynamic simulations, identified promising targets for IQC. These targets were experimentally validated using RT-qPCR in AC16 cell lines under four conditions: control, DOX, low dose DOX + IQC, and high dose DOX + IQC. The study demonstrates that IQC significantly reduces inflammation and oxidative stress in human AC16 cardiomyocyte cell line by downregulating inflammatory and stress pathways induced by DOX. It concludes that CCL19 and PADI4 are crucial immune biomarkers for treating DOX-induced cardiotoxicity using IQC, providing insights into potential therapeutic strategies using plant-based compounds to mitigate the cardiotoxic effects of DOX in cancer treatment.

摘要

心脏毒性是阿霉素(DOX)等细胞毒性药物的一种严重副作用,可导致心肌病和心力衰竭,显著影响患者预后。本研究调查了DOX诱导心脏毒性的分子机制,并探索了异槲皮苷(IQC)作为一种潜在的治疗药物。RNA测序分析显示,DOX组与对照组相比有7855个基因表达失调,DOX + IQC组与DOX组相比有3853个基因表达失调。DOX组与对照组中上调基因的功能富集分析突出显示,细胞因子-细胞因子受体相互作用和钙信号通路是重要的免疫相关KEGG通路。基于炎症功能筛选出免疫基因,随后进行蛋白质-蛋白质相互作用分析和枢纽基因鉴定。这一过程揭示了IL6、IL1B、IL10、CCL19、CD27、CSF1R、ADRB2、GDF15、TNFRSF10B和PADI4是前10个相互作用的免疫枢纽基因。DOX + IQC组与DOX组的验证表明,IQC下调了CCL19、IL10、PADI4和CSF1R基因。包括虚拟筛选和分子动力学模拟在内的计算药物设计技术确定了IQC有前景的靶点。在AC16细胞系中,在对照、DOX、低剂量DOX + IQC和高剂量DOX + IQC四种条件下,使用RT-qPCR对这些靶点进行了实验验证。该研究表明,IQC通过下调DOX诱导的炎症和应激通路,显著降低了人AC16心肌细胞系中的炎症和氧化应激。研究得出结论,CCL19和PADI4是使用IQC治疗DOX诱导心脏毒性的关键免疫生物标志物,为使用植物性化合物减轻DOX在癌症治疗中的心脏毒性作用的潜在治疗策略提供了见解。

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