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Key genes and immune infiltration in chronic spontaneous urticaria: a study of bioinformatics and systems biology
BACKGROUND: Chronic spontaneous urticaria (CSU) is defined by the spontaneous occurrence of wheals and/or angioedema for >6 weeks. The pathogenesis involves skin mast cells, but the complex causes of their activation remain to be characterized in detail. OBJECTIVES: To explore disease-driving gen...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10693338/ https://www.ncbi.nlm.nih.gov/pubmed/38045687 http://dx.doi.org/10.3389/fimmu.2023.1279139 |
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author | Su, Wenxing Tian, Yu Wei, Yuqian Hao, Fei Ji, Jiang |
author_facet | Su, Wenxing Tian, Yu Wei, Yuqian Hao, Fei Ji, Jiang |
author_sort | Su, Wenxing |
collection | PubMed |
description | BACKGROUND: Chronic spontaneous urticaria (CSU) is defined by the spontaneous occurrence of wheals and/or angioedema for >6 weeks. The pathogenesis involves skin mast cells, but the complex causes of their activation remain to be characterized in detail. OBJECTIVES: To explore disease-driving genes and biological pathways in CSU. METHODS: Two microarray data sets, e.g., GSE57178 and GSE72540, with mRNA information of skin from CSU patients, were downloaded from the Gene Expression Omnibus (GEO) database. An integrated bioinformatics pipeline including identification of differentially expressed genes (DEGs), functional enrichment analysis, protein-protein interaction (PPI) network analysis, co-expression and drug prediction analysis, and immune and stromal cells deconvolution analyses were applied to identify hub genes and key drivers of CSU pathogenesis. RESULTS: In total, we identified 92 up-regulated and 7 down-regulated genes in CSU lesions. These were significantly enriched in CSU-related pathways such as TNF, NF-κB, and JAK-STAT signaling. Based on PPI network modeling, four genes, i.e., IL-6, TLR-4, ICAM-1, and PTGS-2, were computationally identified as key pathogenic players in CSU. Immune infiltration analyses indicated that dendritic cells, Th2 cells, mast cells, megakaryocyte-erythroid progenitor, preadipocytes, and M1 macrophages were increased in lesional CSU skin. CONCLUSION: Our results offer new insights on the pathogenesis of CSU and suggest that TNF, NF-κB, JAK-STAT, IL-6, TLR-4, ICAM-1, and PTGS-2 may be candidate targets for novel CSU treatments. |
format | Online Article Text |
id | pubmed-10693338 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106933382023-12-03 Key genes and immune infiltration in chronic spontaneous urticaria: a study of bioinformatics and systems biology Su, Wenxing Tian, Yu Wei, Yuqian Hao, Fei Ji, Jiang Front Immunol Immunology BACKGROUND: Chronic spontaneous urticaria (CSU) is defined by the spontaneous occurrence of wheals and/or angioedema for >6 weeks. The pathogenesis involves skin mast cells, but the complex causes of their activation remain to be characterized in detail. OBJECTIVES: To explore disease-driving genes and biological pathways in CSU. METHODS: Two microarray data sets, e.g., GSE57178 and GSE72540, with mRNA information of skin from CSU patients, were downloaded from the Gene Expression Omnibus (GEO) database. An integrated bioinformatics pipeline including identification of differentially expressed genes (DEGs), functional enrichment analysis, protein-protein interaction (PPI) network analysis, co-expression and drug prediction analysis, and immune and stromal cells deconvolution analyses were applied to identify hub genes and key drivers of CSU pathogenesis. RESULTS: In total, we identified 92 up-regulated and 7 down-regulated genes in CSU lesions. These were significantly enriched in CSU-related pathways such as TNF, NF-κB, and JAK-STAT signaling. Based on PPI network modeling, four genes, i.e., IL-6, TLR-4, ICAM-1, and PTGS-2, were computationally identified as key pathogenic players in CSU. Immune infiltration analyses indicated that dendritic cells, Th2 cells, mast cells, megakaryocyte-erythroid progenitor, preadipocytes, and M1 macrophages were increased in lesional CSU skin. CONCLUSION: Our results offer new insights on the pathogenesis of CSU and suggest that TNF, NF-κB, JAK-STAT, IL-6, TLR-4, ICAM-1, and PTGS-2 may be candidate targets for novel CSU treatments. Frontiers Media S.A. 2023-11-15 /pmc/articles/PMC10693338/ /pubmed/38045687 http://dx.doi.org/10.3389/fimmu.2023.1279139 Text en Copyright © 2023 Su, Tian, Wei, Hao and Ji 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 Su, Wenxing Tian, Yu Wei, Yuqian Hao, Fei Ji, Jiang Key genes and immune infiltration in chronic spontaneous urticaria: a study of bioinformatics and systems biology |
title | Key genes and immune infiltration in chronic spontaneous urticaria: a study of bioinformatics and systems biology |
title_full | Key genes and immune infiltration in chronic spontaneous urticaria: a study of bioinformatics and systems biology |
title_fullStr | Key genes and immune infiltration in chronic spontaneous urticaria: a study of bioinformatics and systems biology |
title_full_unstemmed | Key genes and immune infiltration in chronic spontaneous urticaria: a study of bioinformatics and systems biology |
title_short | Key genes and immune infiltration in chronic spontaneous urticaria: a study of bioinformatics and systems biology |
title_sort | key genes and immune infiltration in chronic spontaneous urticaria: a study of bioinformatics and systems biology |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10693338/ https://www.ncbi.nlm.nih.gov/pubmed/38045687 http://dx.doi.org/10.3389/fimmu.2023.1279139 |
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