摘要
AIM:To explore the immune cell infiltration and molecular mechanisms of retinal ischemia-reperfusion injury(RIRI)to identify potential therapeutic targets.METHODS: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 in vivo using quantitative real-time polymerase chain reaction(qRT-PCR)was validated.RESULTS:Bulk RNA-seq analysis identified Stat2,Irf7,Irgm1,Igtp,Parp9,Irgm2,Nlrc5,and Tap1 as hub genes,with strong correlations to immune cell infiltration.Single-cell RNA-seq analysis further revealed six immune cell clusters,showing Irf7 predominantly in microglia and Tap1 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.CONCLUSION:In the acute phase of RIRI,Irf7 and Tap1 may be the potential therapeutic targets to reduce inflammation and promote neurological function recovery.
基金
Supported by the National Natural Science Foundation of China(No.82071312).
