Systematic analysis based on bioinformatics and experimental validation identifies Alox5 as a novel therapeutic target of quercetin for sepsis.

Annals of medicine Pub Date : 2024-12-01 Epub Date: 2024-10-10 DOI:10.1080/07853890.2024.2411015
Chu-Yun Liu, Yu-Shen Yang, Meng-Qin Pei, Yan Zhang, Wei-Can Chen, Jin-Wei Liang, He-Fan He
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Abstract

Purpose: This study investigated the molecular mechanism of quercetin in the treatment of sepsis using network pharmacological prediction and experimentation.

Methods: Hub genes were identified by intersecting the differentially expressed genes (DEGs) of the GSE131761 and GSE9960 databases with genes from the hub modules of Weighted Gene Co-Expression Network Analysis (WGCNA), targets of quercetin, and ferroptosis. Subsequently, in order to determine the functional characteristics and molecular link of hub gene obtained above, we redetermined the hub-DEGs in GSE131761 according to high or low hub gene expression. Afterward, the main pathways of enrichment analysis were validated using these hub-DEGs. Finally, an experiment was conducted to validate the findings.

Results: By intersecting 1415 DEGs in GSE131761, 543 DEGs in GSE9960, 5784 key modular genes, 470 ferroptosis-related genes, and 154 quercetin-related genes, we obtained one quercetin-related gene, Alox5. Subsequently, 340 hub-DEGs were further validated according to high or low Alox5 expression. The results of the enrichment analysis revealed that hub-DEGs were mainly associated with inflammation and the immune response. Immune infiltration analysis showed that higher expression of Alox5 was related to macrophage infiltration and could be a predictor of diagnosis in patients with sepsis. The expression pattern of Alox5 was then depicted and the upregulation of Alox5 in the vital organs of septic mice was further demonstrated. In vitro and in vivo experiments showed that upregulation of Alox5 and inflammation-related cytokines induced by sepsis could be inhibited by quercetin (p < 0.05).

Conclusions: Alox5 may be involved in the occurrence and development of multi-organ functional disturbances in sepsis and is a reliable target of quercetin against sepsis.

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基于生物信息学和实验验证的系统性分析表明,Alox5 是槲皮素治疗败血症的新靶点。
方法:将GSE131761和GSE9960数据库中的差异表达基因(DEGs)与加权基因共表达网络分析(WGCNA)中的中枢模块基因、槲皮素的靶点基因和铁变态反应基因进行交叉,确定中枢基因。随后,为了确定上述中枢基因的功能特征和分子联系,我们根据中枢基因表达量的高低重新确定了GSE131761中的中枢-DEGs。随后,利用这些中枢-DEG 验证了富集分析的主要通路。最后,进行了一项实验来验证研究结果:通过与 GSE131761 中的 1415 个 DEGs、GSE9960 中的 543 个 DEGs、5784 个关键模块基因、470 个铁突变相关基因和 154 个槲皮素相关基因的交叉,我们得到了一个槲皮素相关基因 Alox5。随后,我们根据 Alox5 的高低表达进一步验证了 340 个 hub-DEGs 。富集分析结果显示,枢纽-DEG 主要与炎症和免疫反应有关。免疫浸润分析表明,Alox5的高表达与巨噬细胞浸润有关,可作为脓毒症患者诊断的预测指标。随后描绘了 Alox5 的表达模式,并进一步证实了 Alox5 在脓毒症小鼠重要器官中的上调。体外和体内实验表明,槲皮素可抑制脓毒症诱导的 Alox5 和炎症相关细胞因子的上调:Alox5 可能参与了脓毒症多器官功能紊乱的发生和发展,是槲皮素防治脓毒症的一个可靠靶点。
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