The Chromatin Accessibility Landscape of Peripheral Blood Mononuclear Cells in Patients With Systemic Lupus Erythematosus at Single-Cell Resolution

被引:14
|
作者
Yu, Haiyan [1 ,2 ]
Hong, Xiaoping [3 ]
Wu, Hongwei [4 ]
Zheng, Fengping [3 ]
Zeng, Zhipeng [3 ]
Dai, Weier [5 ]
Yin, Lianghong [4 ]
Liu, Dongzhou [3 ]
Tang, Donge [3 ]
Dai, Yong [3 ]
机构
[1] Jinan Univ, Dept Clin Med Res Ctr, Second Clin Med Coll, Shenzhen Peoples Hosp, Shenzhen, Peoples R China
[2] Jinan Univ, Affiliated Hosp 1, Guangzhou, Peoples R China
[3] Jinan Univ, Dept Clin Med Res Ctr,Shenzhen Peoples Hosp, Guangdong Prov Engn Res Ctr Autoimmune Dis Precis, Shenzhen Engn Res Ctr Autoimmune Dis,Second Clin, Shenzhen, Peoples R China
[4] Jinan Univ, Dept Nephrol, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
[5] Univ Texas Austin, Coll Nat Sci, Austin, TX 78712 USA
来源
FRONTIERS IN IMMUNOLOGY | 2021年 / 12卷
关键词
systemic lupus erythematosus; single-cell chromatin accessible assay; peripheral blood mononuclear cells; transcription factor; marker; SEQ;
D O I
10.3389/fimmu.2021.641886
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Objective Systemic lupus erythematosus (SLE) is a complex autoimmune disease, and various immune cells are involved in the initiation, progression, and regulation of SLE. Our goal was to reveal the chromatin accessibility landscape of peripheral blood mononuclear cells (PBMCs) in SLE patients at single-cell resolution and identify the transcription factors (TFs) that may drive abnormal immune responses. Methods The assay for transposase accessible chromatin in single-cell sequencing (scATAC-seq) method was applied to map the landscape of active regulatory DNA in immune cells from SLE patients at single-cell resolution, followed by clustering, peak annotation and motif analysis of PBMCs in SLE. Results Peripheral blood mononuclear cells were robustly clustered based on their types without using antibodies. We identified twenty patterns of TF activation that drive abnormal immune responses in SLE patients. Then, we observed ten genes that were highly associated with SLE pathogenesis by altering T cell activity. Finally, we found 12 key TFs regulating the above six genes (CD83, ELF4, ITPKB, RAB27A, RUNX3, and ZMIZ1) that may be related to SLE disease pathogenesis and were significantly enriched in SLE patients (p <0.05, FC >2). With qPCR experiments on CD83, ELF4, RUNX3, and ZMIZ1 in B cells, we observed a significant difference in the expression of genes (ELF4, RUNX3, and ZMIZ1), which were regulated by seven TFs (EWSR1-FLI1, MAF, MAFA, NFIB, NR2C2 (var. 2), TBX4, and TBX5). Meanwhile, the seven TFs showed highly accessible binding sites in SLE patients. Conclusions These results confirm the importance of using single-cell sequencing to uncover the real features of immune cells in SLE patients, reveal key TFs in SLE-PBMCs, and provide foundational insights relevant for epigenetic therapy.
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页数:13
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