Dai Kun, Zhang Hong-Rong, Ren Shuai-Yu, Zhao Ming-Pei, Wang Neng, Gao Hong-Zhi, Kang De-Zhi, Zheng Zong-Qing
Department of Neurosurgery, The First Affiliated Hospital of Soochow University, Suzhou, China.
Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China.
Front Neurol. 2025 Feb 28;16:1533558. doi: 10.3389/fneur.2025.1533558. eCollection 2025.
Apoptosis plays a significant role in secondary brain injury following intracerebral hemorrhage (ICH). Currently, the mechanisms related to cell apoptosis after cerebral hemorrhage are still under investigation.
We identified differentially expressed genes (DEGs) between human ICH patients and normal individuals from the GEO database and conducted GO and KEGG functional enrichment analyses on these DEGs. We then constructed a PPI network and used the MECDE algorithm to identify key genes potentially involved in apoptosis after ICH. Additionally, we identified miRNAs that might regulate apoptotic genes in an mRNA-miRNA interaction network. Finally, we validated the bioinformatics results in a rat ICH model.
In the human ICH model, 645 DEGs were identified. GO and KEGG analyses indicated that these DEGs are primarily involved in immune response, inflammatory response, and apoptosis. GSEA analysis showed significant enrichment of DEGs in the apoptotic process. By comparing with apoptosis-related genes in the MSigDB database, we identified 110 apoptosis-related genes among the 645 DEGs. Further PPI and MOCDE analyses of these apoptosis-related genes revealed that BID might be a key gene involved in apoptosis after ICH, which was validated within the rat model of ICH. The mRNA-miRNA interactions network construction suggested that miR1225-3p may be an important miRNA involved in regulating BID expression after ICH.
BID plays a critical role in the regulation of apoptosis following intracerebral hemorrhage and serves as a key biomarker in the apoptotic process after hemorrhage.
细胞凋亡在脑出血(ICH)后的继发性脑损伤中起重要作用。目前,脑出血后与细胞凋亡相关的机制仍在研究中。
我们从GEO数据库中鉴定了人类ICH患者和正常个体之间的差异表达基因(DEG),并对这些DEG进行了GO和KEGG功能富集分析。然后我们构建了一个蛋白质-蛋白质相互作用(PPI)网络,并使用MECDE算法鉴定可能参与ICH后凋亡的关键基因。此外,我们在一个mRNA- miRNA相互作用网络中鉴定了可能调节凋亡基因的miRNA。最后,我们在大鼠ICH模型中验证了生物信息学结果。
在人类ICH模型中,鉴定出645个DEG。GO和KEGG分析表明,这些DEG主要参与免疫反应、炎症反应和细胞凋亡。基因集富集分析(GSEA)显示DEG在凋亡过程中显著富集。通过与MSigDB数据库中的凋亡相关基因进行比较,我们在645个DEG中鉴定出110个凋亡相关基因。对这些凋亡相关基因进行进一步的PPI和MOCDE分析表明,BID可能是ICH后参与凋亡的关键基因,这在大鼠ICH模型中得到了验证。mRNA- miRNA相互作用网络构建表明,miR1225-3p可能是ICH后调节BID表达的重要miRNA。
BID在脑出血后凋亡的调节中起关键作用,是出血后凋亡过程中的关键生物标志物。