First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin 300193, China; National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin 300381, China.
First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin 300193, China; National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin 300381, China.
Int Immunopharmacol. 2023 Oct;123:110804. doi: 10.1016/j.intimp.2023.110804. Epub 2023 Aug 16.
Rheumatoid arthritis (RA) is a chronic autoimmune disease characterised by progressive articular damage, functional loss, and comorbidities. The relationship between cuproptosis, a form of programmed cell death, and RA remains unknown. Therefore, this study aimed to explore cuproptosis-related molecular clusters in RA.
Gene expression profiles of GSE93272 were downloaded from the Gene Expression Omnibus to identify the expression profiles of cuproptosis regulators and the immune infiltration characteristics of RA. The molecular clusters of cuproptosis-related genes and the related immune cell infiltration were explored. Cluster-specific differentially expressed genes were identified using the weighted gene co-expression network analysis. Further, an external dataset (GSE15573) was used, and an enzyme-linked immunosorbent assay was performed to validate the predictive efficiency.
Thirteen cuproptosis-related genes and activated immune responses were identified between patients with RA and controls. Immune infiltration revealed significant immunological heterogeneity in the two cuproptosis-related molecular clusters in RA. Functional enrichment indicated that Cluster1 and Cluster2 were predominantly enriched in the toll-like receptor signalling pathway and regulation of autophagy, respectively. Further, the performance of FAM96A and CGRRF1 genes in the external validation dataset was observed to be relatively satisfactory (area under the receiver operating characteristic curve = 0.687 and 0.674, respectively). Based on our serum samples, FAM96A and CGRRF1 both exhibited higher expression levels in patients with RA (p = 0.001; p = 0.000).
Our study systematically illustrated the involvement of cuproptosis in the progression of RA, and explored the pathogenic mechanisms and novel therapeutic strategies for RA, targeting FAM96A and CGRRF1.
类风湿关节炎(RA)是一种慢性自身免疫性疾病,其特征为进行性关节损伤、功能丧失和合并症。细胞程序性死亡形式的铜死亡与 RA 之间的关系尚不清楚。因此,本研究旨在探讨 RA 中的铜死亡相关分子簇。
从基因表达综合数据库中下载 GSE93272 的基因表达谱,以鉴定铜死亡调节因子的表达谱和 RA 的免疫浸润特征。探索铜死亡相关基因的分子簇及其相关免疫细胞浸润。使用加权基因共表达网络分析鉴定簇特异性差异表达基因。进一步,使用外部数据集(GSE15573)进行验证,并用酶联免疫吸附试验进行验证。
在 RA 患者和对照组之间鉴定出 13 个铜死亡相关基因和激活的免疫反应。免疫浸润显示 RA 中两个铜死亡相关分子簇存在显著的免疫异质性。功能富集表明 Cluster1 和 Cluster2 主要富集在 Toll 样受体信号通路和自噬调节中。此外,在外部验证数据集 FAM96A 和 CGRRF1 基因的表现观察到相对令人满意(接受者操作特征曲线下面积分别为 0.687 和 0.674)。基于我们的血清样本,FAM96A 和 CGRRF1 在 RA 患者中的表达水平均较高(p=0.001;p=0.000)。
本研究系统地阐述了铜死亡在 RA 进展中的作用,并探讨了针对 FAM96A 和 CGRRF1 的 RA 发病机制和新的治疗策略。