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ANXA1 is identified as a key gene associated with high risk and T cell infiltration in primary sclerosing cholangitis
BACKGROUND: Primary sclerosing cholangitis (PSC) is a chronic cholestatic liver disease, with unclear pathogenesis. Although immune disorders, especially T cell infiltration, are thought to play a vital role in PSC, the specific pathogenesis mechanisms remain incompletely understood. This study eval...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10512524/ https://www.ncbi.nlm.nih.gov/pubmed/37735492 http://dx.doi.org/10.1186/s40246-023-00534-z |
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author | Zhang, Jian Wang, Huiwen Liu, Jinqing Fu, Lei Peng, Shifang |
author_facet | Zhang, Jian Wang, Huiwen Liu, Jinqing Fu, Lei Peng, Shifang |
author_sort | Zhang, Jian |
collection | PubMed |
description | BACKGROUND: Primary sclerosing cholangitis (PSC) is a chronic cholestatic liver disease, with unclear pathogenesis. Although immune disorders, especially T cell infiltration, are thought to play a vital role in PSC, the specific pathogenesis mechanisms remain incompletely understood. This study evaluated the potential key gene associated with the PSC pathogenesis and analyzed the associations of the key gene with prognosis and immune cell infiltration by combining bioinformatics analysis and experimental verification. METHODS: Transcriptome data of PSC and normal human liver tissues (GSE159676) were obtained from the gene expression omnibus database. Differentially expressed genes (DEGs) were identified, and differences in biological states were analyzed. A protein–protein interaction (PPI) network was constructed. Hub genes were identified, and their expression was verified using transcriptome data of mice fed 0.1% 3,5-diethoxycarbonyl-1,4-dihydrocollidine (DDC) and Mdr2(−/−) mice (GSE179993, GSE80776), as well as by immunohistochemistry staining on clinical samples. The correlations between the key gene and other factors were evaluated by Pearson’s correlation coefficient. Immune cell infiltration into human liver (GSE159676) was analyzed by xCell and verified by immunofluorescence staining on PSC liver samples. RESULTS: Of the 185 DEGs identified, 113 were upregulated and 72 were downregulated genes in PSC. Genes associated with immune cell infiltration and fibrosis were significantly enriched in PSC. PPI network showed close interactions among DEGs. A module strongly associated with immune infiltration was identified, with annexin A1 (ANXA1) being the core gene. High expression of ANXA1 in PSC was confirmed in two public datasets and by immunohistochemistry staining on clinical samples. High ANXA1 expression was strongly associated with high-risk score for PSC. Also, ANXA1 expression was positively associated with chemokines and chemokine receptors and with the infiltration of immune cells, especially T cells, into liver with PSC. Immune infiltration, fibrosis, and cancer-related processes were markedly enriched in PSC with high expression of ANXA1. CONCLUSION: ANXA1 is a key gene associated with high risk and infiltration of immune cells, especially T cells, in PSC. These findings provide new insight into the key biomarker of PSC and suggest that targeting ANXA1 may be a valuable strategy for the treatment of PSC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40246-023-00534-z. |
format | Online Article Text |
id | pubmed-10512524 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-105125242023-09-22 ANXA1 is identified as a key gene associated with high risk and T cell infiltration in primary sclerosing cholangitis Zhang, Jian Wang, Huiwen Liu, Jinqing Fu, Lei Peng, Shifang Hum Genomics Research BACKGROUND: Primary sclerosing cholangitis (PSC) is a chronic cholestatic liver disease, with unclear pathogenesis. Although immune disorders, especially T cell infiltration, are thought to play a vital role in PSC, the specific pathogenesis mechanisms remain incompletely understood. This study evaluated the potential key gene associated with the PSC pathogenesis and analyzed the associations of the key gene with prognosis and immune cell infiltration by combining bioinformatics analysis and experimental verification. METHODS: Transcriptome data of PSC and normal human liver tissues (GSE159676) were obtained from the gene expression omnibus database. Differentially expressed genes (DEGs) were identified, and differences in biological states were analyzed. A protein–protein interaction (PPI) network was constructed. Hub genes were identified, and their expression was verified using transcriptome data of mice fed 0.1% 3,5-diethoxycarbonyl-1,4-dihydrocollidine (DDC) and Mdr2(−/−) mice (GSE179993, GSE80776), as well as by immunohistochemistry staining on clinical samples. The correlations between the key gene and other factors were evaluated by Pearson’s correlation coefficient. Immune cell infiltration into human liver (GSE159676) was analyzed by xCell and verified by immunofluorescence staining on PSC liver samples. RESULTS: Of the 185 DEGs identified, 113 were upregulated and 72 were downregulated genes in PSC. Genes associated with immune cell infiltration and fibrosis were significantly enriched in PSC. PPI network showed close interactions among DEGs. A module strongly associated with immune infiltration was identified, with annexin A1 (ANXA1) being the core gene. High expression of ANXA1 in PSC was confirmed in two public datasets and by immunohistochemistry staining on clinical samples. High ANXA1 expression was strongly associated with high-risk score for PSC. Also, ANXA1 expression was positively associated with chemokines and chemokine receptors and with the infiltration of immune cells, especially T cells, into liver with PSC. Immune infiltration, fibrosis, and cancer-related processes were markedly enriched in PSC with high expression of ANXA1. CONCLUSION: ANXA1 is a key gene associated with high risk and infiltration of immune cells, especially T cells, in PSC. These findings provide new insight into the key biomarker of PSC and suggest that targeting ANXA1 may be a valuable strategy for the treatment of PSC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40246-023-00534-z. BioMed Central 2023-09-21 /pmc/articles/PMC10512524/ /pubmed/37735492 http://dx.doi.org/10.1186/s40246-023-00534-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Zhang, Jian Wang, Huiwen Liu, Jinqing Fu, Lei Peng, Shifang ANXA1 is identified as a key gene associated with high risk and T cell infiltration in primary sclerosing cholangitis |
title | ANXA1 is identified as a key gene associated with high risk and T cell infiltration in primary sclerosing cholangitis |
title_full | ANXA1 is identified as a key gene associated with high risk and T cell infiltration in primary sclerosing cholangitis |
title_fullStr | ANXA1 is identified as a key gene associated with high risk and T cell infiltration in primary sclerosing cholangitis |
title_full_unstemmed | ANXA1 is identified as a key gene associated with high risk and T cell infiltration in primary sclerosing cholangitis |
title_short | ANXA1 is identified as a key gene associated with high risk and T cell infiltration in primary sclerosing cholangitis |
title_sort | anxa1 is identified as a key gene associated with high risk and t cell infiltration in primary sclerosing cholangitis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10512524/ https://www.ncbi.nlm.nih.gov/pubmed/37735492 http://dx.doi.org/10.1186/s40246-023-00534-z |
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