DOI 10.1371/journal.pone.0336982
PPI-based screening of hub genes related to sepsis migration/pyroptosis and immune infiltration analysis.
Аннотация
BACKGROUND
Sepsis incidence is rising, but its pathogenesis remains unclear. This study aimed to identify therapeutic targets.
METHODS
Three GEO datasets (GSE154918, GSE32707, GSE54514) were analyzed after batch correction. Differentially expressed genes (DEGs) were identified, and those related to pyroptosis/migration were cross-analyzed. Functional enrichment (GO/KEGG) and interaction networks (PPI, mRNA-miRNA, mRNA-TF, mRNA-drug) were constructed. External validation used GSE57065, excluding non-significant genes. ROC analysis and immune infiltration were performed.
RESULTS
3566 DEGs (1715 up, 1851 down) were identified, with 23 linked to pyroptosis/migration. Enrichment analysis highlighted roles in cell adhesion, cytokine regulation, and pathways like IL-17, TNF, and Toll-like receptor signaling. mRNA-miRNA interactions for 12 key genes were predicted. After validation, eight key genes remained: TLR2, SIRT1, PTGS2, MAPK14, IL18, ICAM1, CD274, and CASP3. Immune infiltration revealed varied effects on MAPK14.
CONCLUSION
Key gene alterations may serve as sepsis biomarkers, and miRNA dysregulation could play a critical role in sepsis pathophysiology.
Предметные рубрики MeSH
Подготовка и перевод публикации
Обработка статьи · этапы, ошибки и управление
Ошибки и ограничения
История · было → стало
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