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Network Pharmacology and Bioinformatics Analyses Identify the Core Genes and Pyroptosis-Related Mechanisms of Nardostachys Chinensis for Atrial Fibrillation

候选基因 生物 基因 上睑下垂 转录因子 计算生物学 UniProt公司 小RNA 生物信息学 遗传学 受体 炎症体
作者
Weiqi Xue,Yuan Luo,Wenwu He,Mingyu Yan,Huanyi Zhao,Lijin Qing
出处
期刊:Current Computer - Aided Drug Design [Bentham Science]
卷期号:20
标识
DOI:10.2174/0115734099259071231115072421
摘要

Background: Nardostachys chinensis is an herbal medicine widely used in the treatment of atrial fibrillation (AF), but the mechanism is unclear. Objective: To explore the molecular mechanism of N. chinensis against AF. objective: To explore molecular mechanism of NC against AF. Methods: The TCMSP was used to screen the active N. chinensis compounds and their targets. Differentially expressed genes (DEGs) for AF were identified using open-access databases. Using Venn diagrams, the cross-targets of N. chinensis, pyroptosis, and AF were obtained. The genes underwent molecular docking as well as gene set enrichment analysis (GSEA). A nomogram based on candidate genes was constructed and evaluated with the clinical impact curve. After that, the immune infiltration of the dataset was analyzed by single sample GSEA (ssGSEA). Finally, microRNAs (miRNAs) and transcription factors (TFs) were predicted based on candidate genes. method: The active compounds of NC and their targets were screened by using the TCMSP. Using public databases, we identified differentially expressed genes (DEGs) for AF. The cross-targets of NC, pyroptosis and AF were obtained using Venn diagrams. Molecular docking and gene set enrichment analysis (GSEA) were performed on the genes. A nomogram based on candidate genes were constructed and evaluated with the clinical impact curve. After that, the immune infiltration of the dataset was analyzed by single sample GSEA (ssGSEA). Finally, microRNAs (miRNAs) and transcription factors (TFs) were predicted based on candidate genes. Results: Tumor necrosis factor (TNF) and caspase-8 (CASP8) were obtained as candidate genes by taking the intersection of DEGs, targets of N. chinensis, and pyroptosis-related genes. Tolllike receptor (TLR) and peroxisome proliferator-activated receptor (PPAR) signaling pathways were linked to candidate genes. Additionally, immune cell infiltration analysis revealed that CASP8 was associated with natural killer T cells, natural killer cells, regulatory T cells (Tregs), myeloid-derived suppressor cells (MDSC), macrophages, CD8 T cells, and CD4 T cells. Finally, miR-34a-5p and several TFs were found to regulate the expression of CASP8 and TNF. result: The intersection of DEGs, targets of NC, and pyroptosis related genes was taken and two candidate genes, tumor necrosis factor (TNF) and caspase-8 (CASP8), were obtained as candidate genes. Candidate genes were associated with toll-like receptor (TLR) and peroxisome proliferator-activated receptor (PPAR) signaling pathways. In addition, immune cell infiltration analysis showed that CASP8 was associated with natural killer T cells, natural killer cells, regulatory T cells (Tregs), myeloid-derived suppressor cells (MDSC), macrophages, CD8 T cells, and CD4 T cells. Finally, miR-34a-5p and several TFs were found to regulate the expression of CASP8 and TNF. Conclusion: CASP8 and TNF are potential targets of N. chinensis intervention in pyroptosisrelated AF, and the TLR/NLRP3 signaling pathway may be associated with this process. conclusion: CASP8 and TNF are potential targets of NC intervention in pyroptosis-related AF, and the TLR/NLRP3 signaling pathway may be associated with this process.
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