A comprehensive transcriptomic analysis of alternate interferon signaling pathways in peripheral blood mononuclear cells in rheumatoid arthritis

被引:0
作者
Han, Liang [1 ]
Tu, Shenghao [1 ]
Shen, Pan [1 ]
Yan, Jiahui [1 ]
Huang, Yao [1 ]
Ba, Xin [1 ]
Li, Tingting [1 ]
Lin, Weiji [1 ]
Li, Huihui [2 ]
Yu, Kun [2 ]
Guo, Jing [3 ]
Huang, Ying [1 ]
Qin, Kai [1 ]
Wang, Yu [1 ]
Chen, Zhe [1 ]
机构
[1] Huazhong Univ Sci & Technol, Dept Integrated Tradit Chinese & Western Med, Tongji Hosp, Tongji Med Coll, Wuhan 430030, Peoples R China
[2] Huazhong Univ Sci & Technol, Tongji Med Coll, Tongji Hosp, Dept Cardiol, Wuhan 430030, Peoples R China
[3] Wuhan Biobank, Wuhan Inst Biotechnol, Wuhan 430000, Peoples R China
来源
AGING-US | 2021年 / 13卷 / 16期
基金
中国国家自然科学基金;
关键词
rheumatoid arthritis (RA); type I interferon; interferon-gamma (IFN-gamma); single-cell sequencing (SCS); peripheral blood mononuclear cells (PBMCs); NATURAL-KILLER-CELLS; COLLAGEN-INDUCED ARTHRITIS; NECROSIS-FACTOR-ALPHA; CD8(+) T-CELLS; IFN-GAMMA; I INTERFERONS; GRANZYME-B; EXPRESSION; DIFFERENTIATION; ACTIVATION;
D O I
暂无
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Interferon (IFN) signaling pathways play crucial roles in the pathogenesis of rheumatoid arthritis (RA). Prior studies have mainly studied mixed alterations in the IFN signaling pathway in RA, but these studies have not been sufficient to elucidate how imbalanced IFN signaling subtly influences immune cells. Single-cell RNA (scRNA) sequencing makes it possible to better understand the alternations in the interferon signaling pathways in RA. In the present study, we found that IFN signaling pathways were activated in natural killer (NK) cells, monocytes, T cells, B cells, and most immune cell subclasses in RA. We then explored and analyzed the connections between abnormal IFN signaling pathways and cellular functional changes in RA. Single-Cell rEgulatory Network Inference and Clustering (SCENIC) analysis and gene regulatory network (GRN) construction were also performed to identify key transcription factors in RA. Finally, we also investigated altered IFN signaling pathways in multiple RA peripheral blood samples, which indicated that abnormal IFN signaling pathways were universally observed in RA. Our study contributes to a better understanding of the delicate and precise regulation of IFN signaling in the immune system in RA. Furthermore, common alternations in IFN signaling pathway-related transcription factors could help to identify novel therapeutic targets for RA treatment.
引用
收藏
页码:20511 / 20533
页数:23
相关论文
共 91 条
[1]  
Aibar S, 2017, NAT METHODS, V14, P1083, DOI [10.1038/NMETH.4463, 10.1038/nmeth.4463]
[2]   A significantly impaired natural killer cell activity due to a low activity on a per-cell basis in rheumatoid arthritis [J].
Aramaki, Toshiyuki ;
Ida, Hiroaki ;
Izumi, Yasumori ;
Fujikawa, Keita ;
Huang, Mingguo ;
Arima, Kazuhiko ;
Tamai, Mami ;
Kamachi, Makoto ;
Nakamura, Hideki ;
Kawakami, Atsushi ;
Origuchi, Tomoki ;
Matsuoka, Naoki ;
Eguchi, Katsumi .
MODERN RHEUMATOLOGY, 2009, 19 (03) :245-252
[3]   MetaCell: analysis of single-cell RNA-seq data using K-nn graph partitions [J].
Baran, Yael ;
Bercovich, Akhiad ;
Sebe-Pedros, Arnau ;
Lubling, Yaniv ;
Giladi, Amir ;
Chomsky, Elad ;
Meir, Zohar ;
Hoichman, Michael ;
Lifshitz, Aviezer ;
Tanay, Amos .
GENOME BIOLOGY, 2019, 20 (01)
[4]   The proinflammatory CD14+CD16+DR++ monocytes are a major source of TNF [J].
Belge, KU ;
Dayyani, F ;
Horelt, A ;
Siedlar, M ;
Frankenberger, M ;
Frankenberger, B ;
Espevik, T ;
Ziegler-Heitbrock, L .
JOURNAL OF IMMUNOLOGY, 2002, 168 (07) :3536-3542
[5]   Interferon-γ derived from cytotoxic lymphocytes directly enhances their motility and cytotoxicity [J].
Bhat, Purnima ;
Leggatt, Graham ;
Waterhouse, Nigel ;
Frazer, Ian H. .
CELL DEATH & DISEASE, 2017, 8 :e2836-e2836
[6]   Expression patterns of NKG2A, KIR, and CD57 define a process of CD56dim NK-cell differentiation uncoupled from NK-cell education [J].
Bjorkstrom, Niklas K. ;
Riese, Peggy ;
Heuts, Frank ;
Andersson, Sandra ;
Fauriat, Cyril ;
Ivarsson, Martin A. ;
Bjorklund, Andreas T. ;
Flodstrom-Tullberg, Malin ;
Michaelsson, Jakob ;
Rottenberg, Martin E. ;
Guzman, Carlos A. ;
Ljunggren, Hans-Gustaf ;
Malmberg, Karl-Johan .
BLOOD, 2010, 116 (19) :3853-3864
[7]  
Bonelli M, 2019, EXP MOL MED, V51
[8]   Differential expression of human granzymes A, B, and K in natural killer cells and during CD8+ T cell differentiation in peripheral blood [J].
Bratke, K ;
Kuepper, M ;
Bade, B ;
Virchow, JC ;
Luttmann, W .
EUROPEAN JOURNAL OF IMMUNOLOGY, 2005, 35 (09) :2608-2616
[9]   B Cells in Rheumatoid Arthritis: From Pathogenic Players to Disease Biomarkers [J].
Bugatti, Serena ;
Vitolo, Barbara ;
Caporali, Roberto ;
Montecucco, Carlomaurizio ;
Manzo, Antonio .
BIOMED RESEARCH INTERNATIONAL, 2014, 2014
[10]   Integrating single-cell transcriptomic data across different conditions, technologies, and species [J].
Butler, Andrew ;
Hoffman, Paul ;
Smibert, Peter ;
Papalexi, Efthymia ;
Satija, Rahul .
NATURE BIOTECHNOLOGY, 2018, 36 (05) :411-+