单细胞转录基因特征分析发现IL-17信号通路是脓毒症的关键通路

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2023-11-01 DOI:10.1016/j.imbio.2023.152763
Huayan Zhao , Yuanzhe Li , Guiying Sun , Ming Cheng , Xianfei Ding , Kun Wang
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引用次数: 0

摘要

脓毒症是一种多重失调的全身炎症反应,死亡率高,引起公众关注。本研究旨在确定与脓毒症临床严重程度和结果相关的可能关键途径,为脓毒症的诊断和治疗提供潜在的生物标志物和治疗靶点。从脓毒症数据库GSE167363下载健康对照人群和脓毒症患者外周血单核细胞(PBMC)的单细胞转录组图谱,并在后续分析之前进行质量控制。在处理原始数据后,还使用脓毒症相关数据库GSE100159和GSE133822中血液样本的bulk-RNA测序来确认关键通路与脓毒症病理之间的关联。我们发现脓毒症的PBMC共有18个不同的簇,通过t-SNE和UMAP降维分析确定。同时,通过cell maker网站和“Single R”包细胞类型注释分析,鉴定出B、NK、T、单核细胞等主要细胞类型。随后,对各组差异表达基因的GO和KEGG富集分析发现,健康对照组和脓毒症患者之间的DEGs在单核细胞、NK细胞和T细胞的IL-17信号通路中显著富集。最后,GSE100159和GSE133822证实了IL-17信号通路相关基因,包括IL-17R、TRAF6、RELB、TRAF5、CEBPB、JUNB、CXCL1、CXCL3、CXCL8、CXCR1和CXCR2在脓毒症血液样本中与年龄匹配的健康对照人群相比显著上调。综上所述,我们认为IL-17信号通路是脓毒症的重要潜在机制,为脓毒症的治疗提供了一个有希望的治疗靶点。本研究将进一步加深我们对脓毒症发展的认识。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Single-cell transcriptional gene signature analysis identifies IL-17 signaling pathway as the key pathway in sepsis

Sepsis is a multiple dysregulated systemic inflammatory response with high mortality and leads to public concern. This study was designed to identify possible critical pathways associated with sepsis clinical severity and outcome, which offer potential biomarkers and therapeutic targets for sepsis diagnosis and treatment. Single-cell transcriptome profiles of human peripheral blood mononuclear (PBMC) in the healthy control population and sepsis patients were downloaded from the sepsis database GSE167363 and performed quality control before subsequent analysis. The bulk-RNA sequencing of blood samples in the sepsis-associated databases GSE100159 and GSE133822 was also used to confirm the association between critical pathways and sepsis pathology after processing raw data. We found there was a total of 18 distinct clusters in PBMC of sepsis, which was identified by the t-SNE and UMAP dimension reduction analysis. Meanwhile, the main cell types including B, NK, T, and monocyte cells were identified via the cell maker website and the “Single R” package cell-type annotation analysis. Subsequently, GO and KEGG enrichment analysis of differential expression genes in each cluster found that DEGs between healthy control and sepsis patients were significantly enriched in the IL-17 signaling pathway in monocyte, NK, and T cells. Finally, GSE100159 and GSE133822 confirmed IL-17 signaling pathway-associated genes including IL-17R, TRAF6, RELB, TRAF5, CEBPB, JUNB, CXCL1, CXCL3, CXCL8, CXCR1, and CXCR2 were significantly up-regulated in sepsis blood samples compared with the age-matched healthy control population. Taken together, we concluded that the IL-17 signaling pathway serves as a significant potential mechanism of sepsis and provides a promising therapeutic target for sepsis treatment. This research will further deepen our understanding of sepsis development.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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