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

Front Immunol. 2021 Nov 22:12:760381. doi: 10.3389/fimmu.2021.760381. eCollection 2021.

Abstract

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.

Keywords: NFkB; TNF signaling pathway; ankylosing spondylitis; single-cell RNA sequencing; single-cell assaying transposase accessible chromatin sequencing.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Chromatin Immunoprecipitation Sequencing
  • Female
  • Gene Expression
  • Humans
  • Leukocytes, Mononuclear / cytology
  • Male
  • RNA-Seq
  • Single-Cell Analysis
  • Spondylitis, Ankylosing / genetics*
  • Spondylitis, Ankylosing / immunology
  • Transcription Factors / genetics*
  • Young Adult

Substances

  • Transcription Factors