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Integrative Single-Cell RNA-Seq and ATAC-Seq Analysis of Peripheral Mononuclear Cells in Patients With Ankylosing Spondylitis

OBJECTIVE: Genetic studies on ankylosing spondylitis (AS) have identified more than 100 pathogenic genes. Building a bridge between these genes and biologically targeted therapies is the current research hotspot. METHODS: We integrated single-cell assaying transposase-accessible chromatin sequencing...

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Autores principales: Xu, Huixuan, Yu, Haiyan, Liu, Lixiong, Wu, Hongwei, Zhang, Cantong, Cai, Wanxia, Hong, Xiaoping, Liu, Dongzhou, Tang, Donge, Dai, Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8647172/
https://www.ncbi.nlm.nih.gov/pubmed/34880858
http://dx.doi.org/10.3389/fimmu.2021.760381
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author Xu, Huixuan
Yu, Haiyan
Liu, Lixiong
Wu, Hongwei
Zhang, Cantong
Cai, Wanxia
Hong, Xiaoping
Liu, Dongzhou
Tang, Donge
Dai, Yong
author_facet Xu, Huixuan
Yu, Haiyan
Liu, Lixiong
Wu, Hongwei
Zhang, Cantong
Cai, Wanxia
Hong, Xiaoping
Liu, Dongzhou
Tang, Donge
Dai, Yong
author_sort Xu, Huixuan
collection PubMed
description OBJECTIVE: Genetic studies on ankylosing spondylitis (AS) have identified more than 100 pathogenic genes. Building a bridge between these genes and biologically targeted therapies is the current research hotspot. METHODS: We integrated single-cell assaying transposase-accessible chromatin sequencing (scATAC-seq) and single-cell RNA sequencing (scRNA-seq) to explore the key genes and related mechanisms associated with AS pathogenesis. RESULTS: We identified 18 cell types in peripheral mononuclear cells from patients with AS and normal controls and summarized the cell-type-specific abnormal genes by scRNA-seq. Interestingly, we found that the pathogenic gene NFKB involved in AS progression originated from CD8+ T cells. Moreover, we observed an abnormal tumor TNF pathway mediated by abnormal expression of TNF, NFKB, FOS, JUN, and JUNB, and scATAC-seq results confirmed the abnormal accessible binding sites of transcriptional factors FOS, JUN, and JUNB. The final magnetic bead sorting and quantitative real-time PCR(RT-qPCR) confirmed that NFKB, FOS, JUN, and JUNB in CD8+ T cells differed in the AS group. CONCLUSIONS: Our results revealed a possible mechanism by which NFKB abnormally regulates FOS, JUN, and JUNB and drives AS progression, providing a novel perspective from a single cell point of view in AS.
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spelling pubmed-86471722021-12-07 Integrative Single-Cell RNA-Seq and ATAC-Seq Analysis of Peripheral Mononuclear Cells in Patients With Ankylosing Spondylitis Xu, Huixuan Yu, Haiyan Liu, Lixiong Wu, Hongwei Zhang, Cantong Cai, Wanxia Hong, Xiaoping Liu, Dongzhou Tang, Donge Dai, Yong Front Immunol Immunology OBJECTIVE: Genetic studies on ankylosing spondylitis (AS) have identified more than 100 pathogenic genes. Building a bridge between these genes and biologically targeted therapies is the current research hotspot. METHODS: We integrated single-cell assaying transposase-accessible chromatin sequencing (scATAC-seq) and single-cell RNA sequencing (scRNA-seq) to explore the key genes and related mechanisms associated with AS pathogenesis. RESULTS: We identified 18 cell types in peripheral mononuclear cells from patients with AS and normal controls and summarized the cell-type-specific abnormal genes by scRNA-seq. Interestingly, we found that the pathogenic gene NFKB involved in AS progression originated from CD8+ T cells. Moreover, we observed an abnormal tumor TNF pathway mediated by abnormal expression of TNF, NFKB, FOS, JUN, and JUNB, and scATAC-seq results confirmed the abnormal accessible binding sites of transcriptional factors FOS, JUN, and JUNB. The final magnetic bead sorting and quantitative real-time PCR(RT-qPCR) confirmed that NFKB, FOS, JUN, and JUNB in CD8+ T cells differed in the AS group. CONCLUSIONS: Our results revealed a possible mechanism by which NFKB abnormally regulates FOS, JUN, and JUNB and drives AS progression, providing a novel perspective from a single cell point of view in AS. Frontiers Media S.A. 2021-11-22 /pmc/articles/PMC8647172/ /pubmed/34880858 http://dx.doi.org/10.3389/fimmu.2021.760381 Text en Copyright © 2021 Xu, Yu, Liu, Wu, Zhang, Cai, Hong, Liu, Tang and Dai 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
Xu, Huixuan
Yu, Haiyan
Liu, Lixiong
Wu, Hongwei
Zhang, Cantong
Cai, Wanxia
Hong, Xiaoping
Liu, Dongzhou
Tang, Donge
Dai, Yong
Integrative Single-Cell RNA-Seq and ATAC-Seq Analysis of Peripheral Mononuclear Cells in Patients With Ankylosing Spondylitis
title Integrative Single-Cell RNA-Seq and ATAC-Seq Analysis of Peripheral Mononuclear Cells in Patients With Ankylosing Spondylitis
title_full Integrative Single-Cell RNA-Seq and ATAC-Seq Analysis of Peripheral Mononuclear Cells in Patients With Ankylosing Spondylitis
title_fullStr Integrative Single-Cell RNA-Seq and ATAC-Seq Analysis of Peripheral Mononuclear Cells in Patients With Ankylosing Spondylitis
title_full_unstemmed Integrative Single-Cell RNA-Seq and ATAC-Seq Analysis of Peripheral Mononuclear Cells in Patients With Ankylosing Spondylitis
title_short Integrative Single-Cell RNA-Seq and ATAC-Seq Analysis of Peripheral Mononuclear Cells in Patients With Ankylosing Spondylitis
title_sort integrative single-cell rna-seq and atac-seq analysis of peripheral mononuclear cells in patients with ankylosing spondylitis
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8647172/
https://www.ncbi.nlm.nih.gov/pubmed/34880858
http://dx.doi.org/10.3389/fimmu.2021.760381
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