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通过空间转录组学与批量/单细胞RNA测序的综合分析揭示CD8 T细胞与内皮细胞相互作用在类风湿性关节炎中的关键作用。

Unveiling the crucial role of CD8 T cell and endothelial cell interaction in rheumatoid arthritis through the integrated analysis of spatial transcriptomics and bulk/single-cell RNA-seq.

作者信息

Lai Yu, Zhong Zishao, Li Runze, Liang Tuliang, He Xizi, Liu Yuan, Yu Hao, Zhang Chuanhai, Xiao Yao, Liu Liang, Pan Hudan

机构信息

The Second Clinical Medical School/State Key Laboratory of Traditional Chinese Medicine Syndrome, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China.

Chinese Medicine Guangdong Laboratory, Zhuhai, Guangdong Province, China.

出版信息

J Transl Autoimmun. 2025 Mar 19;10:100285. doi: 10.1016/j.jtauto.2025.100285. eCollection 2025 Jun.

Abstract

BACKGROUND

Rheumatoid arthritis (RA) is a prevalent chronic autoimmune disease. While the chemokine signaling pathway plays a pivotal role in RA pathogenesis, the specific cellular interactions remain unclear.

METHODS

A three-stage analytical framework was implemented. First, to uncover crucial signaling pathways in RA, we conducted an analysis of bulk RNA-seq data (GSE89408) sourced from the Gene Expression Omnibus (GEO) database. Second, utilizing single-cell transcriptome data from GEO (GSE200815 and GSE152805) and EMBL's European Bioinformatics Institute (E-MTAB-8322), we delved into key cell pairs and their ligand-receptor interactions within the chemokine signaling pathway. Third, spatial transcriptome data (SDY2213) from the IMMPORT database were employed to validate the colocalization of these pivotal cell pairs.

RESULTS

Our enrichment analysis of bulk RNA-seq data underscored the chemokine signaling pathway's centrality in RA's pathogenesis. By integrating thirteen single-cell RNA sequencing datasets, we documented a notable elevation in the proportion of most lymphocyte types within RA synovium. The chemokine signaling pathway emerged as one of the primary pathways enriched in genes differentially expressed between RA and osteoarthritis in lymphocytes and CD8 T cells. Cell-cell interaction analysis pinpointed the interaction between CD8 T cells and endothelial cells (ECs) as a distinctive feature of the chemokine signaling pathway. Spatial transcriptome analysis further substantiated the co-localization of CD8 T cells and ECs.

CONCLUSIONS

This study highlight CD8 T cell- EC interactions via chemokine signaling as critical drivers of RA progression, potentially promoting leukocyte transendothelial migration and synovial immune infiltration.

摘要

背景

类风湿性关节炎(RA)是一种常见的慢性自身免疫性疾病。虽然趋化因子信号通路在RA发病机制中起关键作用,但具体的细胞间相互作用仍不清楚。

方法

实施了一个三阶段分析框架。首先,为了揭示RA中的关键信号通路,我们对来自基因表达综合数据库(GEO)的批量RNA测序数据(GSE89408)进行了分析。其次,利用来自GEO(GSE200815和GSE152805)以及欧洲分子生物学实验室的欧洲生物信息学研究所(E-MTAB-8322)的单细胞转录组数据,我们深入研究了趋化因子信号通路中的关键细胞对及其配体-受体相互作用。第三,采用来自IMMPORT数据库的空间转录组数据(SDY2213)来验证这些关键细胞对的共定位。

结果

我们对批量RNA测序数据的富集分析强调了趋化因子信号通路在RA发病机制中的核心地位。通过整合13个单细胞RNA测序数据集,我们记录到RA滑膜中大多数淋巴细胞类型的比例显著升高。趋化因子信号通路是淋巴细胞和CD8 T细胞中RA与骨关节炎之间差异表达基因富集的主要通路之一。细胞-细胞相互作用分析确定CD8 T细胞与内皮细胞(ECs)之间的相互作用是趋化因子信号通路的一个显著特征。空间转录组分析进一步证实了CD8 T细胞与ECs的共定位。

结论

本研究强调通过趋化因子信号介导的CD8 T细胞与ECs相互作用是RA进展的关键驱动因素,可能促进白细胞跨内皮迁移和滑膜免疫浸润。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a23/11982036/784692e40c19/ga1.jpg

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