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Gene-regulatory network analysis of ankylosing spondylitis with a single-cell chromatin accessible assay

A detailed understanding of the gene-regulatory network in ankylosing spondylitis (AS) is vital for elucidating the mechanisms of AS pathogenesis. Assaying transposase-accessible chromatin in single cell sequencing (scATAC-seq) is a suitable method for revealing such networks. Thus, scATAC-seq was a...

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Autores principales: Yu, Haiyan, Wu, Hongwei, Zheng, Fengping, Zhu, Chengxin, Yin, Lianghong, Dai, Weier, Liu, Dongzhou, Tang, Donge, Hong, Xiaoping, Dai, Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7655814/
https://www.ncbi.nlm.nih.gov/pubmed/33173081
http://dx.doi.org/10.1038/s41598-020-76574-5
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author Yu, Haiyan
Wu, Hongwei
Zheng, Fengping
Zhu, Chengxin
Yin, Lianghong
Dai, Weier
Liu, Dongzhou
Tang, Donge
Hong, Xiaoping
Dai, Yong
author_facet Yu, Haiyan
Wu, Hongwei
Zheng, Fengping
Zhu, Chengxin
Yin, Lianghong
Dai, Weier
Liu, Dongzhou
Tang, Donge
Hong, Xiaoping
Dai, Yong
author_sort Yu, Haiyan
collection PubMed
description A detailed understanding of the gene-regulatory network in ankylosing spondylitis (AS) is vital for elucidating the mechanisms of AS pathogenesis. Assaying transposase-accessible chromatin in single cell sequencing (scATAC-seq) is a suitable method for revealing such networks. Thus, scATAC-seq was applied to define the landscape of active regulatory DNA in AS. As a result, there was a significant change in the percent of CD8+ T cells in PBMCs, and 37 differentially accessible transcription factor (TF) motifs were identified. T cells, monocytes-1 and dendritic cells were found to be crucial for the IL-17 signaling pathway and TNF signaling pathway, since they had 73 potential target genes regulated by 8 TF motifs with decreased accessibility in AS. Moreover, natural killer cells were involved in AS by increasing the accessibility to TF motifs TEAD1 and JUN to induce cytokine-cytokine receptor interactions. In addition, CD4+ T cells and CD8+ T cells may be vital for altering host immune functions through increasing the accessibility of TF motifs NR1H4 and OLIG (OLIGI and OLIG2), respectively. These results explain clear gene regulatory variation in PBMCs from AS patients, providing a foundational framework for the study of personal regulomes and delivering insights into epigenetic therapy.
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spelling pubmed-76558142020-11-12 Gene-regulatory network analysis of ankylosing spondylitis with a single-cell chromatin accessible assay Yu, Haiyan Wu, Hongwei Zheng, Fengping Zhu, Chengxin Yin, Lianghong Dai, Weier Liu, Dongzhou Tang, Donge Hong, Xiaoping Dai, Yong Sci Rep Article A detailed understanding of the gene-regulatory network in ankylosing spondylitis (AS) is vital for elucidating the mechanisms of AS pathogenesis. Assaying transposase-accessible chromatin in single cell sequencing (scATAC-seq) is a suitable method for revealing such networks. Thus, scATAC-seq was applied to define the landscape of active regulatory DNA in AS. As a result, there was a significant change in the percent of CD8+ T cells in PBMCs, and 37 differentially accessible transcription factor (TF) motifs were identified. T cells, monocytes-1 and dendritic cells were found to be crucial for the IL-17 signaling pathway and TNF signaling pathway, since they had 73 potential target genes regulated by 8 TF motifs with decreased accessibility in AS. Moreover, natural killer cells were involved in AS by increasing the accessibility to TF motifs TEAD1 and JUN to induce cytokine-cytokine receptor interactions. In addition, CD4+ T cells and CD8+ T cells may be vital for altering host immune functions through increasing the accessibility of TF motifs NR1H4 and OLIG (OLIGI and OLIG2), respectively. These results explain clear gene regulatory variation in PBMCs from AS patients, providing a foundational framework for the study of personal regulomes and delivering insights into epigenetic therapy. Nature Publishing Group UK 2020-11-10 /pmc/articles/PMC7655814/ /pubmed/33173081 http://dx.doi.org/10.1038/s41598-020-76574-5 Text en © The Author(s) 2020 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/.
spellingShingle Article
Yu, Haiyan
Wu, Hongwei
Zheng, Fengping
Zhu, Chengxin
Yin, Lianghong
Dai, Weier
Liu, Dongzhou
Tang, Donge
Hong, Xiaoping
Dai, Yong
Gene-regulatory network analysis of ankylosing spondylitis with a single-cell chromatin accessible assay
title Gene-regulatory network analysis of ankylosing spondylitis with a single-cell chromatin accessible assay
title_full Gene-regulatory network analysis of ankylosing spondylitis with a single-cell chromatin accessible assay
title_fullStr Gene-regulatory network analysis of ankylosing spondylitis with a single-cell chromatin accessible assay
title_full_unstemmed Gene-regulatory network analysis of ankylosing spondylitis with a single-cell chromatin accessible assay
title_short Gene-regulatory network analysis of ankylosing spondylitis with a single-cell chromatin accessible assay
title_sort gene-regulatory network analysis of ankylosing spondylitis with a single-cell chromatin accessible assay
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7655814/
https://www.ncbi.nlm.nih.gov/pubmed/33173081
http://dx.doi.org/10.1038/s41598-020-76574-5
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