Cargando…
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...
Autores principales: | , , , , , , , , , |
---|---|
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 |
_version_ | 1784610561442447360 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8647172 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT xuhuixuan integrativesinglecellrnaseqandatacseqanalysisofperipheralmononuclearcellsinpatientswithankylosingspondylitis AT yuhaiyan integrativesinglecellrnaseqandatacseqanalysisofperipheralmononuclearcellsinpatientswithankylosingspondylitis AT liulixiong integrativesinglecellrnaseqandatacseqanalysisofperipheralmononuclearcellsinpatientswithankylosingspondylitis AT wuhongwei integrativesinglecellrnaseqandatacseqanalysisofperipheralmononuclearcellsinpatientswithankylosingspondylitis AT zhangcantong integrativesinglecellrnaseqandatacseqanalysisofperipheralmononuclearcellsinpatientswithankylosingspondylitis AT caiwanxia integrativesinglecellrnaseqandatacseqanalysisofperipheralmononuclearcellsinpatientswithankylosingspondylitis AT hongxiaoping integrativesinglecellrnaseqandatacseqanalysisofperipheralmononuclearcellsinpatientswithankylosingspondylitis AT liudongzhou integrativesinglecellrnaseqandatacseqanalysisofperipheralmononuclearcellsinpatientswithankylosingspondylitis AT tangdonge integrativesinglecellrnaseqandatacseqanalysisofperipheralmononuclearcellsinpatientswithankylosingspondylitis AT daiyong integrativesinglecellrnaseqandatacseqanalysisofperipheralmononuclearcellsinpatientswithankylosingspondylitis |