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 |
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Main Authors: | , , , , , , , , , |
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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 |
Author_xml | – sequence: 1 givenname: Huixuan surname: Xu fullname: Xu, Huixuan organization: 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 – sequence: 2 givenname: Haiyan surname: Yu fullname: Yu, Haiyan organization: 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 – sequence: 3 givenname: Lixiong surname: Liu fullname: Liu, Lixiong organization: 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 – sequence: 4 givenname: Hongwei surname: Wu fullname: Wu, Hongwei organization: Department of Nephrology, The First Affiliated Hospital of Jinan University, Guangzhou, China – sequence: 5 givenname: Cantong surname: Zhang fullname: Zhang, Cantong organization: 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 – sequence: 6 givenname: Wanxia surname: Cai fullname: Cai, Wanxia organization: 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 – sequence: 7 givenname: Xiaoping surname: Hong fullname: Hong, Xiaoping organization: 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 – sequence: 8 givenname: Dongzhou surname: Liu fullname: Liu, Dongzhou organization: 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 – sequence: 9 givenname: Donge surname: Tang fullname: Tang, Donge organization: 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 – sequence: 10 givenname: Yong 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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Copyright | Copyright © 2021 Xu, Yu, Liu, Wu, Zhang, Cai, Hong, Liu, Tang and Dai. Copyright © 2021 Xu, Yu, Liu, Wu, Zhang, Cai, Hong, Liu, Tang and Dai 2021 Xu, Yu, Liu, Wu, Zhang, Cai, Hong, Liu, Tang and Dai |
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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. 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. |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 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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Title | Integrative Single-Cell RNA-Seq and ATAC-Seq Analysis of Peripheral Mononuclear Cells in Patients With Ankylosing Spondylitis |
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