{"title":"Dysregulation of the gene signature of effector regulatory T cells in the early phase of systemic sclerosis.","authors":"Satomi Kobayashi, Yasuo Nagafuchi, Mai Okubo, Yusuke Sugimori, Hiroaki Hatano, Saeko Yamada, Masahiro Nakano, Ryochi Yoshida, Yusuke Takeshima, Mineto Ota, Yumi Tsuchida, Yukiko Iwasaki, Keigo Setoguchi, Kanae Kubo, Tomohisa Okamura, Kazuhiko Yamamoto, Hirofumi Shoda, Keishi Fujio","doi":"10.1093/rheumatology/keac031","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>We evaluated flow-cytometric and transcriptome features of peripheral blood immune cells from early-phase (disease duration <5 years) SSc in comparison with late-phase SSc.</p><p><strong>Methods: </strong>Fifty Japanese patients with SSc (12 early SSc cases and 38 late SSc cases) and 50 age- and sex-matched healthy controls were enrolled. A comparison of flow-cytometric subset proportions and RNA-sequencing of 24 peripheral blood immune cell subsets was performed. We evaluated differentially expressed genes (DEGs), characterized the co-expressed gene modules, and estimated the composition of subpopulations by deconvolution based on single-cell RNA-sequencing data. As a disease control, idiopathic inflammatory myositis (IIM) patients were also evaluated.</p><p><strong>Results: </strong>Analysing the data from early and late SSc, fraction II effector regulatory T cell (Fr. II eTreg) genes showed a remarkable differential gene expression, enriched for genes related to oxidative phosphorylation. Although the flow-cytometric proportion of Fr. II eTregs was not changed in early SSc, deconvolution indicated expansion of the activated subpopulation. Co-expressed gene modules of Fr. II eTregs demonstrated enrichment of the DEGs of early SSc and correlation with the proportion of the activated subpopulation. These results suggested that DEGs in Fr. II eTregs from patients with early SSc were closely associated with the increased proportion of the activated subpopulation. Similar dysregulation of Fr. II eTregs was also observed in data from patients with early IIM.</p><p><strong>Conclusions: </strong>RNA-seq of immune cells indicated the dysregulation of Fr. II eTregs in early SSc with increased proportion of the activated subpopulation.</p>","PeriodicalId":379078,"journal":{"name":"Rheumatology (Oxford, England)","volume":" ","pages":"4163-4174"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Rheumatology (Oxford, England)","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1093/rheumatology/keac031","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Objectives: We evaluated flow-cytometric and transcriptome features of peripheral blood immune cells from early-phase (disease duration <5 years) SSc in comparison with late-phase SSc.
Methods: Fifty Japanese patients with SSc (12 early SSc cases and 38 late SSc cases) and 50 age- and sex-matched healthy controls were enrolled. A comparison of flow-cytometric subset proportions and RNA-sequencing of 24 peripheral blood immune cell subsets was performed. We evaluated differentially expressed genes (DEGs), characterized the co-expressed gene modules, and estimated the composition of subpopulations by deconvolution based on single-cell RNA-sequencing data. As a disease control, idiopathic inflammatory myositis (IIM) patients were also evaluated.
Results: Analysing the data from early and late SSc, fraction II effector regulatory T cell (Fr. II eTreg) genes showed a remarkable differential gene expression, enriched for genes related to oxidative phosphorylation. Although the flow-cytometric proportion of Fr. II eTregs was not changed in early SSc, deconvolution indicated expansion of the activated subpopulation. Co-expressed gene modules of Fr. II eTregs demonstrated enrichment of the DEGs of early SSc and correlation with the proportion of the activated subpopulation. These results suggested that DEGs in Fr. II eTregs from patients with early SSc were closely associated with the increased proportion of the activated subpopulation. Similar dysregulation of Fr. II eTregs was also observed in data from patients with early IIM.
Conclusions: RNA-seq of immune cells indicated the dysregulation of Fr. II eTregs in early SSc with increased proportion of the activated subpopulation.
目的:我们评估了早期(疾病持续时间)外周血免疫细胞的流式细胞术和转录组特征。方法:50名日本SSc患者(12例早期SSc病例和38例晚期SSc病例)和50名年龄和性别匹配的健康对照。比较了24个外周血免疫细胞亚群的流式细胞术亚群比例和rna测序。我们评估了差异表达基因(DEGs),表征了共表达基因模块,并基于单细胞rna测序数据通过反褶积估计了亚群的组成。作为疾病控制,特发性炎症性肌炎(IIM)患者也进行了评估。结果:分析早期和晚期SSc的数据,分数II效应调节T细胞(Fr. II eTreg)基因表现出显著的差异基因表达,富集了与氧化磷酸化相关的基因。尽管流式细胞术中Fr. II eTregs的比例在早期SSc中没有改变,但反褶积显示激活亚群的扩大。Fr. II eTregs共表达的基因模块显示早期SSc的DEGs富集,并与激活亚群的比例相关。这些结果表明,早期SSc患者Fr. II etreg中的DEGs与激活亚群比例的增加密切相关。在早期IIM患者的数据中也观察到类似的Fr. II eTregs失调。结论:免疫细胞RNA-seq显示,早期SSc中Fr. II eTregs表达失调,激活亚群比例增加。