Multi‐Omics and Molecular Dynamics Analysis for Biomarker Discovery in Chronic Rhinosinusitis With Nasal Polyps

鼻息肉 MG132型 信号转导 生物 基因表达谱 基因表达 基因 蛋白酶体 癌症研究 生物标志物 计算生物学 转录组 生物标志物发现 蛋白酶体抑制剂 生物信息学 生物途径 受体 细胞信号 基因表达调控 医学 免疫学 泛素 细胞 鼻窦炎
作者
Qian Guo,Xinjie Qiao,Shuman Huang,Xuelong Wen,Zilong Chen,Dong Dong,Yulin Zhao
出处
期刊:Chemical Biology & Drug Design [Wiley]
卷期号:106 (5): e70202-e70202
标识
DOI:10.1111/cbdd.70202
摘要

ABSTRACT Chronic rhinosinusitis with nasal polyps (CRSwNP) is a multifaceted inflammatory condition that significantly affects patients clinically. It is vital to comprehend the basic molecular mechanisms and to discover new biomarkers. This research combines multi‐omics data, molecular docking, and dynamic simulations to investigate gene functions and possible biomarkers related to CRSwNP. Initially, we discovered 555 differentially expressed genes (DEGs) induced by alpha‐toxin (Hla) and 8119 DEGs associated with CRSwNP obtained from the Gene Expression Omnibus (GEO) database. Utilizing GO/KEGG enrichment analysis, we identified the NF‐κB signaling pathway as significant. We identified 16 genes associated with TGF‐β receptor signaling in epithelial–mesenchymal transition (EMT) through PathCards and subsequently intersected these with the differentially expressed genes from two datasets. This analysis revealed the presence of one gene, PRKCZ. Additionally, single‐cell sequencing offered deeper insights into cellular diversity, elucidating the expression patterns of PRKCZ across various cell types. Molecular docking and dynamics simulations established that the proteasome inhibitor MG132 can create a stable complex with PRKCZ. In conclusion, qRT‐PCR, Western blot, immunohistochemistry, and fluorescence assays validated that Hla stimulation markedly heightened the levels of inflammatory pathway markers in human nasal mucosal epithelial cells. Importantly, the inhibition of PRKCZ by MG132 resulted in a significant reduction of these marker expression levels, offering a foundation for targeted therapeutic interventions. The current research demonstrates that alpha‐toxin from Staphylococcus aureus promotes EMT in CRSwNP via the NF‐κB/TGF‐β signaling axis. A significant gene that may serve as a potential therapeutic target is PRKCZ.
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