He Shan, Liu Cui-Ying, Ren Chang-Hong, Meng Ting-Ting, Zhao Heng, Zhang Xu-Xiang
Department of Ophthalmology, Xuanwu Hospital, Capital Medical University, Beijing 100053, China.
School of Nursing, Capital Medical University, Beijing 100069, China.
Int J Ophthalmol. 2025 Jul 18;18(7):1237-1251. doi: 10.18240/ijo.2025.07.06. eCollection 2025.
To explore the immune cell infiltration and molecular mechanisms of retinal ischemia-reperfusion injury (RIRI) to identify potential therapeutic targets.
In the bulk RNA-seq analysis, This study performed differential gene expression analysis, weighted gene co-expression network analysis, and protein-protein interaction network analysis to identify hub genes. QuanTIseq was used to determine the composition of infiltrating immune cells. Following the identification of hub genes, single-cell RNA-seq analysis was employed to pinpoint the specific immune cell types expressing these hub genes. Cell-cell communication analysis to explore signaling pathways and interactions between immune cells was further performed. Finally, the expression of these key immune regulators using quantitative real-time polymerase chain reaction (qRT-PCR) was validated.
Bulk RNA-seq analysis identified , , , , 9, , , and as hub genes, with strong correlations to immune cell infiltration. Single-cell RNA-seq analysis further revealed six immune cell clusters, showing predominantly in microglia and in dendritic cells (DCs). And cell-cell communication analysis showed that microglia and DCs play central roles in coordinating immune activity. qRT-PCR validated the upregulation of these genes.
In the acute phase of RIRI, and may be the potential therapeutic targets to reduce inflammation and promote neurological function recovery.
探讨视网膜缺血再灌注损伤(RIRI)的免疫细胞浸润及分子机制,以确定潜在的治疗靶点。
在批量RNA测序分析中,本研究进行了差异基因表达分析、加权基因共表达网络分析和蛋白质-蛋白质相互作用网络分析,以鉴定核心基因。使用QuanTIseq确定浸润免疫细胞的组成。在鉴定出核心基因后,采用单细胞RNA测序分析来确定表达这些核心基因的特定免疫细胞类型。进一步进行细胞间通讯分析,以探索免疫细胞之间的信号通路和相互作用。最后,使用定量实时聚合酶链反应(qRT-PCR)验证这些关键免疫调节因子的表达。
批量RNA测序分析鉴定出 、 、 、 、9、 、 和 为核心基因,与免疫细胞浸润密切相关。单细胞RNA测序分析进一步揭示了六个免疫细胞簇,显示 在小胶质细胞中占主导地位,而 在树突状细胞(DCs)中占主导地位。细胞间通讯分析表明,小胶质细胞和DCs在协调免疫活动中起核心作用。qRT-PCR验证了这些基因的上调。
在RIRI的急性期, 和 可能是减轻炎症和促进神经功能恢复的潜在治疗靶点。