基于转录组测序探索和验证乌利那他汀治疗败血症相关脑病的机制

IF 4.2 2区 医学 Q2 IMMUNOLOGY Journal of Inflammation Research Pub Date : 2024-11-14 eCollection Date: 2024-01-01 DOI:10.2147/JIR.S488400
Wen Hu, Xiaoyuan Zhang, Zhen Wu, Yushan Luo, Bailong Hu, Xiaohua Zou
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引用次数: 0

摘要

目的:脓毒症可诱发脓毒症相关脑病(SAE),而UTI(乌利司他汀)具有关键的抗炎作用。本研究旨在确定UTI干预后SAE小鼠模型中的枢纽基因,并研究其潜在的分子机制:通过差异表达分析获得差异表达基因(DEGs),即UTI vs CLP(DEGs1)和Con vs CLP(DEGs2)。将这两部分差异趋势相反的基因与免疫相关基因(IRGs)相交后,得到 DE-IRGs。然后使用 Cytoscape 中 Cytohubba 插件的六种算法确定蛋白质-蛋白质相互作用(PPI)网络中的枢纽基因。基因组富集分析(GSEA)被用来探索这些枢纽基因的功能相关性。此外,还比较了三组的免疫微环境,并利用在线数据库预测了与枢纽基因相关的药物。最后,利用 qRT-PCR 验证了中枢基因在 CLP 小鼠海马组织中的表达情况:结果:RNA测序获得了864个差异表达基因(DEGs)(CLP vs Con)和279个差异表达基因(UTI vs CLP)。取表达趋势相反的 DEGs 的交叉点得出 165 个 DEGs。六种算法筛选了六个关键基因(ICAM - 1、IRF7、IL - 1β、CCL2、IL - 6 和 SOCS3)。免疫浸润分析发现,UTI 治疗后,患病状态下的 Treg 细胞发生逆转。共预测出 106 种枢纽基因相关药物,其中 BINDARIT - CCL2 和 LIFITEGRAST - ICAM1 表现出特别高的亲和力。qRT - PCR 验证结果与测序结果一致:总之,ICAM-1、IRF7、IL-1β、CCL2、IL-6 和 SOCS3 被确定为治疗尿毒症 SAE 小鼠的潜在治疗靶点。这项研究为将UTI作为治疗SAE的一种选择提供了理论支持。
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Exploring and Validating the Mechanism of Ulinastatin in the Treatment of Sepsis-Associated Encephalopathy Based on Transcriptome Sequencing.

Purpose: Sepsis can induce sepsis-associated encephalopathy (SAE), with Ulinastatin (UTI) serving a critical anti-inflammatory role. This study aimed to identify the hub genes in an SAE mouse model following UTI intervention and investigate the underlying molecular mechanisms.

Materials and methods: Through differential expression analysis to obtain differentially expressed genes (DEGs), ie, UTI vs CLP (DEGs1) and Con vs CLP (DEGs2). After taking the intersection of the genes with opposite differential trends in these two parts and immune-related genes (IRGs), DE-IRGs were obtained. Hub genes in the protein-protein interaction (PPI) network were then determined using six algorithms from the Cytohubba plugin in Cytoscape. Gene set enrichment analysis (GSEA) was employed to explore the functional relevance of these hub genes. Additionally, the immune microenvironment across the three groups was compared, and hub gene-related drugs were predicted using an online database. Finally, qRT-PCR was used to validate the expression of the hub genes in hippocampal tissue from CLP mice.

Results: RNA sequencing obtained 864 differentially expressed genes (DEGs) (CLP vs Con) and 279 DEGs (UTI vs CLP). Taking the intersection of DEGs with opposite expression trends yielded 165 DEGs. Six key genes (ICAM - 1, IRF7, IL - 1β, CCL2, IL - 6 and SOCS3) were screened by six algorithms. Immune infiltration analysis found that Treg cells were reversed after treatment with UTI in the diseased state. A total of 106 hub - gene - related drugs were predicted, among which BINDARIT - CCL2 and LIFITEGRAST - ICAM1 showed particularly high affinities. The qRT - PCR verification results were consistent with the sequencing results.

Conclusion: In conclusion, ICAM-1, IRF7, IL-1β, CCL2, IL-6, and SOCS3 were identified as potential therapeutic targets in SAE mice treated with UTI. This study offers theoretical support for UTI as a treatment option for SAE.

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来源期刊
Journal of Inflammation Research
Journal of Inflammation Research Immunology and Microbiology-Immunology
CiteScore
6.10
自引率
2.20%
发文量
658
审稿时长
16 weeks
期刊介绍: An international, peer-reviewed, open access, online journal that welcomes laboratory and clinical findings on the molecular basis, cell biology and pharmacology of inflammation.
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