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鉴定肝硬化中的免疫微环境变化和免疫相关基因的表达。

Identification of Immune Microenvironment Changes and the Expression of Immune-Related Genes in Liver Cirrhosis.

机构信息

Department of Hepatology, Center of Infectious Diseases and Pathogen Biology, The First Hospital of Jilin University, Changchun, China.

Key Laboratory of Zoonosis Research, Ministry of Education, The First Hospital of Jilin University, Changchun, China.

出版信息

Front Immunol. 2022 Jul 12;13:918445. doi: 10.3389/fimmu.2022.918445. eCollection 2022.

Abstract

Liver inflammation and the immune response have been recognized as critical contributors to cirrhosis pathogenesis. Immunity-related genes (IRGs) play an essential role in immune cell infiltration and immune reactions; however, the changes in the immune microenvironment and the expression of IRGs involved in cirrhosis remain unclear. CD45+ liver cell single-cell RNA (scRNA) sequencing data (GSE136103) from patients with cirrhosis were analyzed. The clusters were identified as known cell types through marker genes according to previous studies. GO and KEGG analyses among differentially expressed genes (DEGs) were performed. DEGs were screened to identify IRGs based on the ImmPort database. The protein-protein interaction (PPI) network of IRGs was generated using the STRING database. IRGs activity was calculated using the AUCell package. RNA microarray expression data (GSE45050) of cirrhosis were analyzed to confirm common IRGs and IRGs activity. Relevant regulatory transcription factors (TFs) were identified from the Human TFDB database. A total of ten clusters were obtained. CD8+ T cells and NK cells were significantly decreased in patients with cirrhosis, while CD4+ T memory cells were increased. Enrichment analyses showed that the DEGs focused on the regulation of immune cell activation and differentiation, NK-cell mediated cytotoxicity, and antigen processing and presentation. Four common TFs, IRF8, NR4A2, IKZF3, and REL were expressed in both the NK cluster and the DEGs of liver tissues. In conclusion, we proposed that the reduction of the CD8+ T cell cluster and NK cells, as well as the infiltration of CD4+ memory T cells, contributed to immune microenvironment changes in cirrhosis. IRF8, NR4A2, IKZF3, and REL may be involved in the transcriptional regulation of NK cells in liver fibrosis. The identified DEGs, IRGs, and pathways may serve critical roles in the development and progression of liver fibrosis.

摘要

肝脏炎症和免疫反应被认为是肝硬化发病机制的关键因素。免疫相关基因(IRGs)在免疫细胞浸润和免疫反应中起着至关重要的作用;然而,肝硬化相关免疫微环境的变化和 IRGs 的表达尚不清楚。对来自肝硬化患者的 CD45+ 肝细胞单细胞 RNA(scRNA)测序数据(GSE136103)进行了分析。根据之前的研究,通过标记基因将这些簇鉴定为已知的细胞类型。对差异表达基因(DEGs)进行 GO 和 KEGG 分析。根据 ImmPort 数据库筛选 DEGs,以鉴定 IRGs。使用 STRING 数据库生成 IRGs 的蛋白质-蛋白质相互作用(PPI)网络。使用 AUCell 包计算 IRGs 的活性。对肝硬化的 RNA 微阵列表达数据(GSE45050)进行分析,以验证共同的 IRGs 和 IRGs 活性。从 Human TFDB 数据库中确定相关的调节转录因子(TFs)。共获得十个簇。肝硬化患者的 CD8+ T 细胞和 NK 细胞明显减少,而 CD4+ T 记忆细胞增加。富集分析表明,DEGs 主要集中在免疫细胞激活和分化、NK 细胞介导的细胞毒性以及抗原加工和呈递的调控上。在 NK 簇和肝组织 DEGs 中均表达了四个常见的 TFs,IRF8、NR4A2、IKZF3 和 REL。总之,我们提出 CD8+ T 细胞簇和 NK 细胞的减少以及 CD4+ 记忆 T 细胞的浸润,导致肝硬化免疫微环境的变化。IRF8、NR4A2、IKZF3 和 REL 可能参与肝纤维化中 NK 细胞的转录调控。鉴定的 DEGs、IRGs 和途径可能在肝纤维化的发生和发展中起关键作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f39c/9315064/aadefecb375d/fimmu-13-918445-g001.jpg

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