{"title":"急性缺血性脑卒中超急性期疾病特征基因和核心机制的时间效应:生物信息学分析和实验验证。","authors":"Peng-Li Ding, Kai-Xin Zhang, Fang Yao, Wen-Qiang Cui, Zhen-Ling Liu, Yi-Ran Wang, Xiang-Ying Wang, Wei Liu, Heng-Ye Zhao, Hong-Yun Wu, Ya-Han Wang, Xiang-Qing Xu","doi":"10.1155/mi/6808184","DOIUrl":null,"url":null,"abstract":"<p><p><b>Background:</b> The pathophysiological progression during the hyperacute phase of acute ischemic stroke (AIS) critically determines clinical outcomes. Identification of phase-specific biomarkers and elucidation of their temporal regulatory mechanisms are pivotal for optimizing therapeutic interventions. <b>Methods:</b> Disease signature genes and their mechanisms of action were screened based on the Gene Expression Omnibus database. This involved the use of differentially expressed gene screening, weighted gene co-expression network analysis, Mfuzz analysis, Gene Ontology, Kyoto Encyclopedia of Genes and Genomes enrichment analysis, support vector machines, random forest algorithms, and gene set enrichment analysis. The expression of disease-characteristic genes and their related mechanisms were further validated in both in vivo and in vitro models. <b>Results:</b> Six hyperacute-phase signature genes (<i>Pip5k1c</i>, <i>Nlgn2</i>, <i>Fzd2</i>, <i>Cd86</i>, <i>Agpat1</i>, and <i>Degs2</i>) were identified in the hyperacute phase of AIS. In light of the gene effect mechanism, the regulation of the neuroinflammatory response and apoptosis by the TLR2/TLR4/NF-<i>κ</i>B pathway was monitored in the hyperacute phase of AIS at three times: 3, 6, and 12 h. The results indicated a progressively intensified neuroinflammatory response and the fluctuating growth of early apoptosis changes. <b>Conclusion:</b> This study systematically identifies hyperacute-phase-specific biomarkers in AIS and delineates their temporal regulatory logic. The time-course dynamics of neuronal apoptosis and inflammatory regulation in the hyperacute phase of AIS were monitored. The observed biphasic apoptotic pattern provides mechanistic insights for developing chronologically targeted therapies, such as timed inhibition of TLR4/CD86 during 0-3 h to block inflammatory initiation, or administration of Agpat1 agonists at 3-6 h to stabilize mitochondrial function. These findings help alleviate the current 'molecular blind spot' in early stroke diagnosis and intervention.</p>","PeriodicalId":18371,"journal":{"name":"Mediators of Inflammation","volume":"2025 ","pages":"6808184"},"PeriodicalIF":4.4000,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12165753/pdf/","citationCount":"0","resultStr":"{\"title\":\"Temporal Effects of Disease Signature Genes and Core Mechanisms in the Hyperacute Phase of Acute Ischemic Stroke: A Bioinformatics Analysis and Experimental Validation.\",\"authors\":\"Peng-Li Ding, Kai-Xin Zhang, Fang Yao, Wen-Qiang Cui, Zhen-Ling Liu, Yi-Ran Wang, Xiang-Ying Wang, Wei Liu, Heng-Ye Zhao, Hong-Yun Wu, Ya-Han Wang, Xiang-Qing Xu\",\"doi\":\"10.1155/mi/6808184\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p><b>Background:</b> The pathophysiological progression during the hyperacute phase of acute ischemic stroke (AIS) critically determines clinical outcomes. Identification of phase-specific biomarkers and elucidation of their temporal regulatory mechanisms are pivotal for optimizing therapeutic interventions. <b>Methods:</b> Disease signature genes and their mechanisms of action were screened based on the Gene Expression Omnibus database. This involved the use of differentially expressed gene screening, weighted gene co-expression network analysis, Mfuzz analysis, Gene Ontology, Kyoto Encyclopedia of Genes and Genomes enrichment analysis, support vector machines, random forest algorithms, and gene set enrichment analysis. The expression of disease-characteristic genes and their related mechanisms were further validated in both in vivo and in vitro models. <b>Results:</b> Six hyperacute-phase signature genes (<i>Pip5k1c</i>, <i>Nlgn2</i>, <i>Fzd2</i>, <i>Cd86</i>, <i>Agpat1</i>, and <i>Degs2</i>) were identified in the hyperacute phase of AIS. In light of the gene effect mechanism, the regulation of the neuroinflammatory response and apoptosis by the TLR2/TLR4/NF-<i>κ</i>B pathway was monitored in the hyperacute phase of AIS at three times: 3, 6, and 12 h. The results indicated a progressively intensified neuroinflammatory response and the fluctuating growth of early apoptosis changes. <b>Conclusion:</b> This study systematically identifies hyperacute-phase-specific biomarkers in AIS and delineates their temporal regulatory logic. The time-course dynamics of neuronal apoptosis and inflammatory regulation in the hyperacute phase of AIS were monitored. The observed biphasic apoptotic pattern provides mechanistic insights for developing chronologically targeted therapies, such as timed inhibition of TLR4/CD86 during 0-3 h to block inflammatory initiation, or administration of Agpat1 agonists at 3-6 h to stabilize mitochondrial function. These findings help alleviate the current 'molecular blind spot' in early stroke diagnosis and intervention.</p>\",\"PeriodicalId\":18371,\"journal\":{\"name\":\"Mediators of Inflammation\",\"volume\":\"2025 \",\"pages\":\"6808184\"},\"PeriodicalIF\":4.4000,\"publicationDate\":\"2025-06-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12165753/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Mediators of Inflammation\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1155/mi/6808184\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q2\",\"JCRName\":\"CELL BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Mediators of Inflammation","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1155/mi/6808184","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"CELL BIOLOGY","Score":null,"Total":0}
Temporal Effects of Disease Signature Genes and Core Mechanisms in the Hyperacute Phase of Acute Ischemic Stroke: A Bioinformatics Analysis and Experimental Validation.
Background: The pathophysiological progression during the hyperacute phase of acute ischemic stroke (AIS) critically determines clinical outcomes. Identification of phase-specific biomarkers and elucidation of their temporal regulatory mechanisms are pivotal for optimizing therapeutic interventions. Methods: Disease signature genes and their mechanisms of action were screened based on the Gene Expression Omnibus database. This involved the use of differentially expressed gene screening, weighted gene co-expression network analysis, Mfuzz analysis, Gene Ontology, Kyoto Encyclopedia of Genes and Genomes enrichment analysis, support vector machines, random forest algorithms, and gene set enrichment analysis. The expression of disease-characteristic genes and their related mechanisms were further validated in both in vivo and in vitro models. Results: Six hyperacute-phase signature genes (Pip5k1c, Nlgn2, Fzd2, Cd86, Agpat1, and Degs2) were identified in the hyperacute phase of AIS. In light of the gene effect mechanism, the regulation of the neuroinflammatory response and apoptosis by the TLR2/TLR4/NF-κB pathway was monitored in the hyperacute phase of AIS at three times: 3, 6, and 12 h. The results indicated a progressively intensified neuroinflammatory response and the fluctuating growth of early apoptosis changes. Conclusion: This study systematically identifies hyperacute-phase-specific biomarkers in AIS and delineates their temporal regulatory logic. The time-course dynamics of neuronal apoptosis and inflammatory regulation in the hyperacute phase of AIS were monitored. The observed biphasic apoptotic pattern provides mechanistic insights for developing chronologically targeted therapies, such as timed inhibition of TLR4/CD86 during 0-3 h to block inflammatory initiation, or administration of Agpat1 agonists at 3-6 h to stabilize mitochondrial function. These findings help alleviate the current 'molecular blind spot' in early stroke diagnosis and intervention.
期刊介绍:
Mediators of Inflammation is a peer-reviewed, Open Access journal that publishes original research and review articles on all types of inflammatory mediators, including cytokines, histamine, bradykinin, prostaglandins, leukotrienes, PAF, biological response modifiers and the family of cell adhesion-promoting molecules.