Department of Psychiatry, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand.
Department of Psychiatry, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria.
Int J Mol Sci. 2021 Nov 9;22(22):12108. doi: 10.3390/ijms222212108.
This study used established biomarkers of death from ischemic stroke (IS) versus stroke survival to perform network, enrichment, and annotation analyses. Protein-protein interaction (PPI) network analysis revealed that the backbone of the highly connective network of IS death consisted of , , , , , , , and . Cluster analysis revealed immune and hemostasis subnetworks, which were strongly interconnected through the major switches and . Enrichment analysis revealed that the PPI immune subnetwork of death due to IS was highly associated with , , , , , , , and pathways. The top biological and molecular functions and pathways enriched in the hemostasis network of death due to IS were platelet degranulation and activation, the intrinsic pathway of fibrin clot formation, the urokinase-type plasminogen activator pathway, post-translational protein phosphorylation, integrin cell-surface interactions, and the proteoglycan-integrin extracellular matrix complex (ECM). Regulation Explorer analysis of transcriptional factors shows: (a) that , and were the major regulating actors of the PPI network; and (b) hsa-mir-26-5p and hsa-16-5p were the major regulating microRNA actors. In conclusion, prevention of death due to IS should consider that current IS treatments may be improved by targeting VWF, the proteoglycan-integrin-ECM complex, TGF-β1/SMAD, NF-κB/RELA and SP1.
本研究使用已建立的缺血性中风(IS)死亡和中风存活的生物标志物来进行网络、富集和注释分析。蛋白质-蛋白质相互作用(PPI)网络分析表明,IS 死亡高度连接网络的骨干由、、、、、、和组成。聚类分析显示了免疫和止血子网络,它们通过主要开关和强烈相互连接。富集分析表明,IS 死亡的 PPI 免疫子网络与、、、、、、和途径高度相关。在 IS 死亡的止血网络中富集的顶级生物学和分子功能和途径是血小板脱颗粒和激活、纤维蛋白凝块形成的内在途径、尿激酶型纤溶酶原激活途径、翻译后蛋白磷酸化、整合素细胞表面相互作用以及蛋白聚糖-整合素细胞外基质复合物(ECM)。转录因子的 Regulation Explorer 分析显示:(a)、和是 PPI 网络的主要调节因子;(b)hsa-mir-26-5p 和 hsa-16-5p 是主要的调节 microRNA 因子。总之,预防 IS 死亡应考虑到目前的 IS 治疗方法可能通过靶向 VWF、蛋白聚糖-整合素-ECM 复合物、TGF-β1/SMAD、NF-κB/RELA 和 SP1 得到改善。