Department of Allergy and Rheumatology, Graduate School of Medicine, the University of Tokyo, Tokyo, Japan.
Department of Allergy and Rheumatology, Graduate School of Medicine, the University of Tokyo, Tokyo, Japan
Ann Rheum Dis. 2023 Jun;82(6):809-819. doi: 10.1136/ard-2022-223645. Epub 2023 Mar 14.
Little is known about the immunology underlying variable treatment response in rheumatoid arthritis (RA). We performed large-scale transcriptome analyses of peripheral blood immune cell subsets to identify immune cells that predict treatment resistance.
We isolated 18 peripheral blood immune cell subsets of 55 patients with RA requiring addition of new treatment and 39 healthy controls, and performed RNA sequencing. Transcriptome changes in RA and treatment effects were systematically characterised. Association between immune cell gene modules and treatment resistance was evaluated. We validated predictive value of identified parameters for treatment resistance using quantitative PCR (qPCR) and mass cytometric analysis cohorts. We also characterised the identified population by synovial single cell RNA-sequencing analysis.
Immune cells of patients with RA were characterised by enhanced interferon and IL6-JAK-STAT3 signalling that demonstrate partial normalisation after treatment. A gene expression module of plasmacytoid dendritic cells (pDC) reflecting the expansion of dendritic cell precursors (pre-DC) exhibited strongest association with treatment resistance. Type I interferon signalling was negatively correlated to pre-DC gene expression. qPCR and mass cytometric analysis in independent cohorts validated that the pre-DC associated gene expression and the proportion of pre-DC were significantly higher before treatment in treatment-resistant patients. A cluster of synovial DCs showed both features of pre-DC and pro-inflammatory conventional DC2s.
An increase in pre-DC in peripheral blood predicted RA treatment resistance. Pre-DC could have pathophysiological relevance to RA treatment response.
类风湿关节炎(RA)的治疗反应存在可变性,但人们对此知之甚少。我们对外周血免疫细胞亚群进行了大规模转录组分析,以确定预测治疗抵抗的免疫细胞。
我们分离了 55 例需要新治疗的 RA 患者和 39 例健康对照者的 18 种外周血免疫细胞亚群,并进行了 RNA 测序。系统地描述了 RA 中的转录组变化和治疗效果。评估了免疫细胞基因模块与治疗抵抗之间的关联。我们使用定量 PCR(qPCR)和质谱流式细胞术分析队列验证了确定的参数对治疗抵抗的预测价值。我们还通过滑膜单细胞 RNA 测序分析来描述所鉴定的群体。
RA 患者的免疫细胞特征为增强的干扰素和 IL6-JAK-STAT3 信号,治疗后部分恢复正常。反映树突状细胞前体(pre-DC)扩张的浆细胞样树突状细胞(pDC)的基因表达模块与治疗抵抗性具有最强的相关性。I 型干扰素信号与 pre-DC 基因表达呈负相关。在独立队列的 qPCR 和质谱流式细胞术分析中验证了治疗抵抗患者治疗前 pre-DC 相关基因表达和 pre-DC 比例显著更高。滑膜 DC 簇表现出 pre-DC 和促炎性传统 DC2 的特征。
外周血中 pre-DC 的增加预测了 RA 的治疗抵抗。pre-DC 可能与 RA 治疗反应的病理生理相关。