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Mass Cytometry and Single-Cell Transcriptome Analyses Reveal the Immune Cell Characteristics of Ulcerative Colitis
Background: The pathogenesis of ulcerative colitis (UC) is closely related to immunity. The immune characteristic differences between active UC (UCa) and inactive UC (UCin) have not been completely explained. Mass cytometry (CyTOF) and single-cell RNA sequencing (scRNA-seq) were used to analyze the...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9260076/ https://www.ncbi.nlm.nih.gov/pubmed/35813827 http://dx.doi.org/10.3389/fmolb.2022.859645 |
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author | Luo, Yongxin Liu, Shiying Li, Huibiao Hou, Jiangtao Lin, Wenjia Xu, Zewen Lu, Tianyu Li, Yanwu Peng, Bin Zhang, Shijing Han, Xue Kuang, Zuoliang Wen, Yi Cai, Jiazhong Liu, Fengbin Chen, Xin-Lin |
author_facet | Luo, Yongxin Liu, Shiying Li, Huibiao Hou, Jiangtao Lin, Wenjia Xu, Zewen Lu, Tianyu Li, Yanwu Peng, Bin Zhang, Shijing Han, Xue Kuang, Zuoliang Wen, Yi Cai, Jiazhong Liu, Fengbin Chen, Xin-Lin |
author_sort | Luo, Yongxin |
collection | PubMed |
description | Background: The pathogenesis of ulcerative colitis (UC) is closely related to immunity. The immune characteristic differences between active UC (UCa) and inactive UC (UCin) have not been completely explained. Mass cytometry (CyTOF) and single-cell RNA sequencing (scRNA-seq) were used to analyze the immune cells of UCa, UCin and healthy control (HC) subjects to determine the specific immune characteristics. Methods: The immune cell subsets among UCa, UCin, HC were distinguished using CyTOF analysis. scRNA-seq analysis was used to validate the results of CyTOF. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were performed to understand the roles of differential immune cell subsets. Results: After CyTOF analysis and validation of scRNA-seq analysis, differential immune cell subsets mainly contained TNF(+)IL(-)17A(++) effector memory (EM) Tregs, CXCR3(+)CTLA4(+) EM Tregs, CXCR3(++)CCR7(+) B cells, HLA-DR(+)CCR7(+) dendritic cells (DCs) and CTLA-4(+) natural killer (NK) cells. In comparison to HC, CCR6(+)TNF(+)CD161(+) EM T cells were highly enriched in UCa and UCin. Besides, UCa was characterized by an increase in CD38(+)TNF(+) EM Tregs, CXCR3(+)CCR4(+) naïve B cells, HLA-DR(+)CD14(+)IL21(+) macrophages/monocytes, HLA-DR(+)CCR7(+) DCs, AHR(+)CD14(+) cytotoxic NK (cNK) cells and CD8A(+)IFNG(+) cNK cells. Decreases in CD38(+)CD27(+) plasmablasts, CXCR3(+)CD38(+) regulatory NK cells, and CXCR3(+)CCR7(+) tolerant NK cells in UCa were discovered. Conclusions: Novel immune cell subsets which was used to distinguish UCa, UCin and HC were identified. This information might be utilized to distinguish the patients with UCa and UCin. |
format | Online Article Text |
id | pubmed-9260076 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92600762022-07-08 Mass Cytometry and Single-Cell Transcriptome Analyses Reveal the Immune Cell Characteristics of Ulcerative Colitis Luo, Yongxin Liu, Shiying Li, Huibiao Hou, Jiangtao Lin, Wenjia Xu, Zewen Lu, Tianyu Li, Yanwu Peng, Bin Zhang, Shijing Han, Xue Kuang, Zuoliang Wen, Yi Cai, Jiazhong Liu, Fengbin Chen, Xin-Lin Front Mol Biosci Molecular Biosciences Background: The pathogenesis of ulcerative colitis (UC) is closely related to immunity. The immune characteristic differences between active UC (UCa) and inactive UC (UCin) have not been completely explained. Mass cytometry (CyTOF) and single-cell RNA sequencing (scRNA-seq) were used to analyze the immune cells of UCa, UCin and healthy control (HC) subjects to determine the specific immune characteristics. Methods: The immune cell subsets among UCa, UCin, HC were distinguished using CyTOF analysis. scRNA-seq analysis was used to validate the results of CyTOF. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were performed to understand the roles of differential immune cell subsets. Results: After CyTOF analysis and validation of scRNA-seq analysis, differential immune cell subsets mainly contained TNF(+)IL(-)17A(++) effector memory (EM) Tregs, CXCR3(+)CTLA4(+) EM Tregs, CXCR3(++)CCR7(+) B cells, HLA-DR(+)CCR7(+) dendritic cells (DCs) and CTLA-4(+) natural killer (NK) cells. In comparison to HC, CCR6(+)TNF(+)CD161(+) EM T cells were highly enriched in UCa and UCin. Besides, UCa was characterized by an increase in CD38(+)TNF(+) EM Tregs, CXCR3(+)CCR4(+) naïve B cells, HLA-DR(+)CD14(+)IL21(+) macrophages/monocytes, HLA-DR(+)CCR7(+) DCs, AHR(+)CD14(+) cytotoxic NK (cNK) cells and CD8A(+)IFNG(+) cNK cells. Decreases in CD38(+)CD27(+) plasmablasts, CXCR3(+)CD38(+) regulatory NK cells, and CXCR3(+)CCR7(+) tolerant NK cells in UCa were discovered. Conclusions: Novel immune cell subsets which was used to distinguish UCa, UCin and HC were identified. This information might be utilized to distinguish the patients with UCa and UCin. Frontiers Media S.A. 2022-06-23 /pmc/articles/PMC9260076/ /pubmed/35813827 http://dx.doi.org/10.3389/fmolb.2022.859645 Text en Copyright © 2022 Luo, Liu, Li, Hou, Lin, Xu, Lu, Li, Peng, Zhang, Han, Kuang, Wen, Cai, Liu and Chen. 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 | Molecular Biosciences Luo, Yongxin Liu, Shiying Li, Huibiao Hou, Jiangtao Lin, Wenjia Xu, Zewen Lu, Tianyu Li, Yanwu Peng, Bin Zhang, Shijing Han, Xue Kuang, Zuoliang Wen, Yi Cai, Jiazhong Liu, Fengbin Chen, Xin-Lin Mass Cytometry and Single-Cell Transcriptome Analyses Reveal the Immune Cell Characteristics of Ulcerative Colitis |
title | Mass Cytometry and Single-Cell Transcriptome Analyses Reveal the Immune Cell Characteristics of Ulcerative Colitis |
title_full | Mass Cytometry and Single-Cell Transcriptome Analyses Reveal the Immune Cell Characteristics of Ulcerative Colitis |
title_fullStr | Mass Cytometry and Single-Cell Transcriptome Analyses Reveal the Immune Cell Characteristics of Ulcerative Colitis |
title_full_unstemmed | Mass Cytometry and Single-Cell Transcriptome Analyses Reveal the Immune Cell Characteristics of Ulcerative Colitis |
title_short | Mass Cytometry and Single-Cell Transcriptome Analyses Reveal the Immune Cell Characteristics of Ulcerative Colitis |
title_sort | mass cytometry and single-cell transcriptome analyses reveal the immune cell characteristics of ulcerative colitis |
topic | Molecular Biosciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9260076/ https://www.ncbi.nlm.nih.gov/pubmed/35813827 http://dx.doi.org/10.3389/fmolb.2022.859645 |
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