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Transcriptome Sequencing Reveals Potential Roles of ICOS in Primary Sjögren’s Syndrome
Primary Sjögren’s syndrome (pSS) is a chronic systemic autoimmune disease characterized by exocrine gland damage and extraglandular involvements. To identify potential biomarkers for the early detection of pSS and to further investigate the potential roles of the biomarkers in the progression of pSS...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7747463/ https://www.ncbi.nlm.nih.gov/pubmed/33344450 http://dx.doi.org/10.3389/fcell.2020.592490 |
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author | Luo, Jing Liao, Xin Zhang, Lihe Xu, Xin Ying, Senhong Yu, Mengjiao Zhu, Lixia Lin, Suxian Wang, Xiaobing |
author_facet | Luo, Jing Liao, Xin Zhang, Lihe Xu, Xin Ying, Senhong Yu, Mengjiao Zhu, Lixia Lin, Suxian Wang, Xiaobing |
author_sort | Luo, Jing |
collection | PubMed |
description | Primary Sjögren’s syndrome (pSS) is a chronic systemic autoimmune disease characterized by exocrine gland damage and extraglandular involvements. To identify potential biomarkers for the early detection of pSS and to further investigate the potential roles of the biomarkers in the progression of pSS, our previous RNA sequencing data and four microarray data of salivary glands (SGs) were combined for integrative transcriptome analysis between pSS and non-pSS. Differential gene expression analysis, gene co-expression network analysis, and pathway analysis were conducted to detect hub genes, which were subsequently investigated in peripheral blood mononuclear cell (PBMC) and plasma. Correlation analysis, single-gene Gene Set Enrichment Analysis, and receiver operating characteristic (ROC) curve were applied to investigate the potential function of the hub genes and their classification capacity for pSS. A total of 51 common up-regulated genes were identified among different pSS cohorts. A key module was found to be the most closely linked to pSS, which was significantly associated with inflammation-related pathways. Seven overlapped hub genes (ICOS, SELL, CR2, BANK1, MS4A1, ZC3H12D, and CCR7) were identified, among which ICOS was demonstrated to be involved in most crucial immune pathways. ICOS was up-regulated not only in SGs but also in PBMC and plasma in pSS, and the expression of ICOS was closely associated with lymphocytic infiltration in SGs and disease activity of pSS patients. It showed a strong classification capacity with classic clinical index in SGs (ROC curve 0.9821) and significant distinct discrimination in PBMC (ROC curve 0.9107). These findings are expected to gain a further insight into the pathogenesis of pSS and provide a promising candidate for the early detection of pSS. |
format | Online Article Text |
id | pubmed-7747463 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77474632020-12-19 Transcriptome Sequencing Reveals Potential Roles of ICOS in Primary Sjögren’s Syndrome Luo, Jing Liao, Xin Zhang, Lihe Xu, Xin Ying, Senhong Yu, Mengjiao Zhu, Lixia Lin, Suxian Wang, Xiaobing Front Cell Dev Biol Cell and Developmental Biology Primary Sjögren’s syndrome (pSS) is a chronic systemic autoimmune disease characterized by exocrine gland damage and extraglandular involvements. To identify potential biomarkers for the early detection of pSS and to further investigate the potential roles of the biomarkers in the progression of pSS, our previous RNA sequencing data and four microarray data of salivary glands (SGs) were combined for integrative transcriptome analysis between pSS and non-pSS. Differential gene expression analysis, gene co-expression network analysis, and pathway analysis were conducted to detect hub genes, which were subsequently investigated in peripheral blood mononuclear cell (PBMC) and plasma. Correlation analysis, single-gene Gene Set Enrichment Analysis, and receiver operating characteristic (ROC) curve were applied to investigate the potential function of the hub genes and their classification capacity for pSS. A total of 51 common up-regulated genes were identified among different pSS cohorts. A key module was found to be the most closely linked to pSS, which was significantly associated with inflammation-related pathways. Seven overlapped hub genes (ICOS, SELL, CR2, BANK1, MS4A1, ZC3H12D, and CCR7) were identified, among which ICOS was demonstrated to be involved in most crucial immune pathways. ICOS was up-regulated not only in SGs but also in PBMC and plasma in pSS, and the expression of ICOS was closely associated with lymphocytic infiltration in SGs and disease activity of pSS patients. It showed a strong classification capacity with classic clinical index in SGs (ROC curve 0.9821) and significant distinct discrimination in PBMC (ROC curve 0.9107). These findings are expected to gain a further insight into the pathogenesis of pSS and provide a promising candidate for the early detection of pSS. Frontiers Media S.A. 2020-12-04 /pmc/articles/PMC7747463/ /pubmed/33344450 http://dx.doi.org/10.3389/fcell.2020.592490 Text en Copyright © 2020 Luo, Liao, Zhang, Xu, Ying, Yu, Zhu, Lin and Wang. http://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 | Cell and Developmental Biology Luo, Jing Liao, Xin Zhang, Lihe Xu, Xin Ying, Senhong Yu, Mengjiao Zhu, Lixia Lin, Suxian Wang, Xiaobing Transcriptome Sequencing Reveals Potential Roles of ICOS in Primary Sjögren’s Syndrome |
title | Transcriptome Sequencing Reveals Potential Roles of ICOS in Primary Sjögren’s Syndrome |
title_full | Transcriptome Sequencing Reveals Potential Roles of ICOS in Primary Sjögren’s Syndrome |
title_fullStr | Transcriptome Sequencing Reveals Potential Roles of ICOS in Primary Sjögren’s Syndrome |
title_full_unstemmed | Transcriptome Sequencing Reveals Potential Roles of ICOS in Primary Sjögren’s Syndrome |
title_short | Transcriptome Sequencing Reveals Potential Roles of ICOS in Primary Sjögren’s Syndrome |
title_sort | transcriptome sequencing reveals potential roles of icos in primary sjögren’s syndrome |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7747463/ https://www.ncbi.nlm.nih.gov/pubmed/33344450 http://dx.doi.org/10.3389/fcell.2020.592490 |
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