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Identification of Immune Microenvironment Changes and the Expression of Immune-Related Genes in Liver Cirrhosis
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 in...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9315064/ https://www.ncbi.nlm.nih.gov/pubmed/35903097 http://dx.doi.org/10.3389/fimmu.2022.918445 |
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author | Liu, Yuwei Dong, Yutong Wu, Xiaojing Wang, Xiaomei Niu, Junqi |
author_facet | Liu, Yuwei Dong, Yutong Wu, Xiaojing Wang, Xiaomei Niu, Junqi |
author_sort | Liu, Yuwei |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9315064 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93150642022-07-27 Identification of Immune Microenvironment Changes and the Expression of Immune-Related Genes in Liver Cirrhosis Liu, Yuwei Dong, Yutong Wu, Xiaojing Wang, Xiaomei Niu, Junqi Front Immunol Immunology 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. Frontiers Media S.A. 2022-07-12 /pmc/articles/PMC9315064/ /pubmed/35903097 http://dx.doi.org/10.3389/fimmu.2022.918445 Text en Copyright © 2022 Liu, Dong, Wu, Wang and Niu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Liu, Yuwei Dong, Yutong Wu, Xiaojing Wang, Xiaomei Niu, Junqi Identification of Immune Microenvironment Changes and the Expression of Immune-Related Genes in Liver Cirrhosis |
title | Identification of Immune Microenvironment Changes and the Expression of Immune-Related Genes in Liver Cirrhosis |
title_full | Identification of Immune Microenvironment Changes and the Expression of Immune-Related Genes in Liver Cirrhosis |
title_fullStr | Identification of Immune Microenvironment Changes and the Expression of Immune-Related Genes in Liver Cirrhosis |
title_full_unstemmed | Identification of Immune Microenvironment Changes and the Expression of Immune-Related Genes in Liver Cirrhosis |
title_short | Identification of Immune Microenvironment Changes and the Expression of Immune-Related Genes in Liver Cirrhosis |
title_sort | identification of immune microenvironment changes and the expression of immune-related genes in liver cirrhosis |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9315064/ https://www.ncbi.nlm.nih.gov/pubmed/35903097 http://dx.doi.org/10.3389/fimmu.2022.918445 |
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