Shanghai Institute of Rheumatology, Renji Hospital, Shanghai Jiao Tong University School of Medicine (SJTUSM), Shanghai, China.
Shenzhen Futian Hospital for Rheumatic Diseases, Shenzhen, Guangdong, China.
Lupus Sci Med. 2024 Apr 10;11(1):e001065. doi: 10.1136/lupus-2023-001065.
Systemic lupus erythematosus (SLE) is a highly heterogeneous disease, and B cell abnormalities play a central role in the pathogenesis of SLE. Long non-coding RNAs (lncRNAs) have also been implicated in the pathogenesis of SLE. The expression of lncRNAs is finely regulated and cell-type dependent, so we aimed to identify B cell-expressing lncRNAs as biomarkers for SLE, and to explore their ability to reflect the status of SLE critical pathway and disease activity.
Weighted gene coexpression network analysis (WGCNA) was used to cluster B cell-expressing genes of patients with SLE into different gene modules and relate them to clinical features. Based on the results of WGCNA, candidate lncRNA levels were further explored in public bulk and single-cell RNA-sequencing data. In another independent cohort, the levels of the candidate were detected by RT-qPCR and the correlation with disease activity was analysed.
WGCNA analysis revealed one gene module significantly correlated with clinical features, which was enriched in type I interferon (IFN) pathway. Among non-coding genes in this module, lncRNA RP11-273G15.2 was differentially expressed in all five subsets of B cells from patients with SLE compared with healthy controls and other autoimmune diseases. RT-qPCR validated that RP11-273G15.2 was highly expressed in SLE B cells and positively correlated with IFN scores (r=0.7329, p<0.0001) and disease activity (r=0.4710, p=0.0005).
RP11-273G15.2 could act as a diagnostic and disease activity monitoring biomarker for SLE, which might have the potential to guide clinical management.
系统性红斑狼疮(SLE)是一种高度异质性疾病,B 细胞异常在 SLE 的发病机制中起核心作用。长链非编码 RNA(lncRNA)也与 SLE 的发病机制有关。lncRNA 的表达受到精细调控且依赖于细胞类型,因此我们旨在鉴定 B 细胞表达的 lncRNA 作为 SLE 的生物标志物,并探讨它们反映 SLE 关键通路和疾病活动状态的能力。
使用加权基因共表达网络分析(WGCNA)将 SLE 患者的 B 细胞表达基因聚类到不同的基因模块中,并将其与临床特征相关联。基于 WGCNA 的结果,进一步在公共 bulk 和单细胞 RNA-seq 数据中探索候选 lncRNA 水平。在另一个独立队列中,通过 RT-qPCR 检测候选物的水平,并分析与疾病活动的相关性。
WGCNA 分析显示一个与临床特征显著相关的基因模块,该模块富集在 I 型干扰素(IFN)通路中。在该模块中的非编码基因中,lncRNA RP11-273G15.2 在 SLE 患者的所有五种 B 细胞亚群中与健康对照组和其他自身免疫性疾病相比均有差异表达。RT-qPCR 验证了 RP11-273G15.2 在 SLE B 细胞中高度表达,并与 IFN 评分(r=0.7329,p<0.0001)和疾病活动(r=0.4710,p=0.0005)呈正相关。
RP11-273G15.2 可作为 SLE 的诊断和疾病活动监测生物标志物,具有指导临床管理的潜力。