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

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. We integrated single-cell assaying transposase-accessible chromatin sequencing (scATAC-seq) and si...

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Published in:Frontiers in immunology Vol. 12; p. 760381
Main Authors: Xu, Huixuan, Yu, Haiyan, Liu, Lixiong, Wu, Hongwei, Zhang, Cantong, Cai, Wanxia, Hong, Xiaoping, Liu, Dongzhou, Tang, Donge, Dai, Yong
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Language:English
Published: Switzerland Frontiers Media S.A 22-11-2021
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Abstract 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. 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. 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 involved in AS progression originated from CD8+ T cells. Moreover, we observed an abnormal tumor TNF pathway mediated by abnormal expression of , , , , and , and scATAC-seq results confirmed the abnormal accessible binding sites of transcriptional factors , , and . The final magnetic bead sorting and quantitative real-time PCR(RT-qPCR) confirmed that , , , and in CD8+ T cells differed in the AS group. Our results revealed a possible mechanism by which abnormally regulates , , and and drives progression, providing a novel perspective from a single cell point of view in AS.
AbstractList ObjectiveGenetic 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.MethodsWe 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.ResultsWe 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.ConclusionsOur 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.
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. 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. 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 involved in AS progression originated from CD8+ T cells. Moreover, we observed an abnormal tumor TNF pathway mediated by abnormal expression of , , , , and , and scATAC-seq results confirmed the abnormal accessible binding sites of transcriptional factors , , and . The final magnetic bead sorting and quantitative real-time PCR(RT-qPCR) confirmed that , , , and in CD8+ T cells differed in the AS group. Our results revealed a possible mechanism by which abnormally regulates , , and and drives progression, providing a novel perspective from a single cell point of view in AS.
Author Cai, Wanxia
Wu, Hongwei
Hong, Xiaoping
Liu, Dongzhou
Liu, Lixiong
Yu, Haiyan
Tang, Donge
Xu, Huixuan
Zhang, Cantong
Dai, Yong
AuthorAffiliation 2 Department of Nephrology, The First Affiliated Hospital of Jinan University , Guangzhou , China
3 Guangxi Key Laboratory of Metabolic Diseases Research, Guilin Key Laboratory of Kidney, Diseases Research, 924st Hospital , Guilin , China
1 Clinical Medical Research Center, Guangdong Provincial Engineering Research Center of Autoimmune Disease Precision Medicine, Shenzhen Engineering Research Center of Autoimmune Disease, The Second Clinical Medical College of Jinan University, Shenzhen People’s Hospital , Shenzhen , China
AuthorAffiliation_xml – name: 3 Guangxi Key Laboratory of Metabolic Diseases Research, Guilin Key Laboratory of Kidney, Diseases Research, 924st Hospital , Guilin , China
– name: 1 Clinical Medical Research Center, Guangdong Provincial Engineering Research Center of Autoimmune Disease Precision Medicine, Shenzhen Engineering Research Center of Autoimmune Disease, The Second Clinical Medical College of Jinan University, Shenzhen People’s Hospital , Shenzhen , China
– name: 2 Department of Nephrology, The First Affiliated Hospital of Jinan University , Guangzhou , China
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  givenname: Xiaoping
  surname: Hong
  fullname: Hong, Xiaoping
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  givenname: Dongzhou
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  surname: Dai
  fullname: Dai, Yong
  organization: Guangxi Key Laboratory of Metabolic Diseases Research, Guilin Key Laboratory of Kidney, Diseases Research, 924st Hospital, Guilin, China
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Keywords single-cell RNA sequencing
single-cell assaying transposase accessible chromatin sequencing
NFkB
ankylosing spondylitis
TNF signaling pathway
Language English
License Copyright © 2021 Xu, Yu, Liu, Wu, Zhang, Cai, Hong, Liu, Tang and Dai.
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Reviewed by: Paul Martin, The University of Manchester, United Kingdom; Daniella Schwartz, National Institute of Allergy and Infectious Diseases (NIH), United States
Edited by: Maria I. Bokarewa, University of Gothenburg, Sweden
This article was submitted to Autoimmune and Autoinflammatory Disorders, a section of the journal Frontiers in Immunology
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Snippet Genetic studies on ankylosing spondylitis (AS) have identified more than 100 pathogenic genes. Building a bridge between these genes and biologically targeted...
ObjectiveGenetic studies on ankylosing spondylitis (AS) have identified more than 100 pathogenic genes. Building a bridge between these genes and biologically...
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StartPage 760381
SubjectTerms Adult
ankylosing spondylitis
Chromatin Immunoprecipitation Sequencing
Female
Gene Expression
Humans
Immunology
Leukocytes, Mononuclear - cytology
Male
NFkB
RNA-Seq
Single-Cell Analysis
single-cell assaying transposase accessible chromatin sequencing
single-cell RNA sequencing
Spondylitis, Ankylosing - genetics
Spondylitis, Ankylosing - immunology
TNF signaling pathway
Transcription Factors - genetics
Young Adult
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Title Integrative Single-Cell RNA-Seq and ATAC-Seq Analysis of Peripheral Mononuclear Cells in Patients With Ankylosing Spondylitis
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