Zou Mengxiao, Qian Duo, Luo Ran, Cheng Yichun, Xu Gang, Ge Shuwang
Department of Nephrology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei, China.
Department of Nephrology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei, China.
Int Immunopharmacol. 2025 Feb 20;148:114084. doi: 10.1016/j.intimp.2025.114084. Epub 2025 Jan 23.
Tertiary lymphoid structure (TLS) is an ectopic lymphoid structure that develops in non-lymphoid structures. Some studies have shown that the TLS formed in autoimmune diseases, such as lupus nephropathy (LN), can cause damage to normal tissues and continuous disease progression. Nevertheless, there is still a lack of efficient treatments for TLS in LN. Thus, the study aims to identify potential targets for therapy of TLS in LN.
Mice datasets relative to TLS were obtained from Gene Expression Omnibus (GEO). The differentially expressed genes (DEGs) were identified from mice datasets. Then, the Genetic Ontological (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis were performed. The Protein-Protein Interaction (PPI) network was constructed. Additionally, the hub genes were selected by Cytoscape and verified by human databases from GEO. The relationships between the immune cells with hub genes were explored. Finally, the two genes PSMB9 and STAT1 were validated in the kidney tissues of LN patients and mice.
443 DEGs and 178 DEGs relative to TLS were filtered from GSE160488 and GSE155405, respectively. The enrichment results of these genes mostly focused on inflammatory response, cytokine-cytokine receptor interaction, and immune system process. Six genes were recognized by Cytoscape. According to the validation of six genes in human databases, the two hub genes (PSMB9 and STAT1) were also significantly expressed in LN patients. Immune infiltration analysis of hub genes shows immune cells are significantly crucial in LN patients with TLS.
PSMB9 and STAT1 may be identified as possible targets for the treatment of TLS in LN. According to the analysis of the interaction between these genes and immune cells, the immune process mediated by these signature targets takes part in the advancement and formation of TLS.
三级淋巴结构(TLS)是在非淋巴结构中形成的异位淋巴结构。一些研究表明,在自身免疫性疾病如狼疮性肾炎(LN)中形成的TLS可导致正常组织损伤和疾病持续进展。然而,LN中TLS仍缺乏有效的治疗方法。因此,本研究旨在确定LN中TLS治疗的潜在靶点。
从基因表达综合数据库(GEO)获得与TLS相关的小鼠数据集。从小鼠数据集中鉴定差异表达基因(DEG)。然后,进行基因本体(GO)和京都基因与基因组百科全书(KEGG)分析。构建蛋白质-蛋白质相互作用(PPI)网络。此外,通过Cytoscape选择枢纽基因,并通过GEO中的人类数据库进行验证。探讨免疫细胞与枢纽基因之间的关系。最后,在LN患者和小鼠的肾组织中验证PSMB9和STAT1这两个基因。
分别从GSE160488和GSE155405中筛选出443个和178个与TLS相关的DEG。这些基因的富集结果主要集中在炎症反应、细胞因子-细胞因子受体相互作用和免疫系统过程。Cytoscape识别出6个基因。根据在人类数据库中对这6个基因的验证,两个枢纽基因(PSMB9和STAT1)在LN患者中也有显著表达。枢纽基因的免疫浸润分析表明,免疫细胞在伴有TLS的LN患者中至关重要。
PSMB9和STAT1可能被确定为LN中TLS治疗的潜在靶点。根据这些基因与免疫细胞之间相互作用的分析,这些标志性靶点介导的免疫过程参与了TLS的进展和形成。