Department of Clinical Medical Research Center, The Second Clinical Medical College, Jinan University (Shenzhen People's Hospital), Shenzhen, China.
The First Affiliated Hospital, Jinan University, Guangzhou, China.
Front Immunol. 2021 May 18;12:641886. doi: 10.3389/fimmu.2021.641886. eCollection 2021.
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.
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.
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 (, , , , , and ) that may be related to SLE disease pathogenesis and were significantly enriched in SLE patients (p <0.05, FC >2). With qPCR experiments on , , , and in B cells, we observed a significant difference in the expression of genes (, , and ), 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.
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.
系统性红斑狼疮(SLE)是一种复杂的自身免疫性疾病,各种免疫细胞参与了 SLE 的起始、进展和调节。我们的目标是揭示 SLE 患者外周血单个核细胞(PBMC)的染色质可及性图谱,并确定可能驱动异常免疫反应的转录因子(TF)。
应用转座酶可及染色质的单细胞测序(scATAC-seq)方法,以单细胞分辨率绘制 SLE 患者免疫细胞中活性调节 DNA 的图谱,然后对 SLE 患者的 PBMC 进行聚类、峰注释和基序分析。
无需使用抗体,外周血单个核细胞即可根据其类型进行强有力的聚类。我们确定了 20 种 TF 激活模式,这些模式驱动了 SLE 患者的异常免疫反应。然后,我们观察到 10 个与 SLE 发病机制高度相关的基因,这些基因通过改变 T 细胞活性。最后,我们发现了 12 个关键的 TF 调节上述六个基因(、、、、和),这些 TF 可能与 SLE 疾病发病机制有关,在 SLE 患者中显著富集(p<0.05,FC>2)。通过对 B 细胞中基因的 qPCR 实验,我们观察到 7 个 TF(EWSR1-FLI1、MAF、MAFA、NFIB、NR2C2(变体 2)、TBX4 和 TBX5)调控的基因(、和)表达存在显著差异。同时,这 7 个 TF 在 SLE 患者中显示出高度可及的结合位点。
这些结果证实了使用单细胞测序揭示 SLE 患者免疫细胞真实特征的重要性,揭示了 SLE-PBMC 中的关键 TF,并为表观遗传治疗提供了基础见解。