Ye Fengli, Li Huili, Li Hongying, Mu Xiue
Department of Anesthesiology, The First Hospital of Hebei Medical University, Shijiazhuang, China.
Front Med (Lausanne). 2025 Aug 26;12:1636860. doi: 10.3389/fmed.2025.1636860. eCollection 2025.
Hemorrhagic stroke, especially intracerebral hemorrhage (ICH), is the most fatal type of stroke and a major cause of mortality and disability. Due to ambiguous symptoms and limited biomarkers, early diagnosis and prognosis remain challenging. Recent evidence suggests that gut microbiota dysregulation influences neuroinflammation and outcomes in ICH, but the underlying molecular mechanisms remain unclear.
Transcriptome data from the GSE24265 dataset were analyzed to identify differentially expressed genes (DEGs) in ICH. Gut microbiota-related genes (GMRGs) were obtained from GeneCards and literature, and overlapping genes were defined as gut microbiota-related DEGs (GMRDEGs). Functional enrichment, gene set enrichment analysis (GSEA), and protein-protein interaction (PPI) analyses were performed. Hub genes were screened using LASSO, RandomForest, and SVM-RFE algorithms. Validation was conducted in plasma samples from ICH patients (n=20) and controls ( < 20) by qRT-PCR, and in a collagenase-induced ICH mouse model. The therapeutic effect of fecal microbiota transplantation (FMT) was evaluated through neurological scoring, hematoma volume, brain edema, intestinal barrier protein expression, inflammatory cytokines, and hub gene expression.
We identified 806 DEGs in ICH, among which 65 overlapped with GMRGs. These GMRDEGs were enriched in immune processes and pathways such as TNF and IL-17 signaling. PPI network analysis highlighted IL1B, IL6, and CCL2 as central nodes. Machine learning identified four hub genes-LEF1, ITGAX, BLVRB, and ATF4. All were significantly upregulated in ICH tissues and plasma, correlating with immune cell infiltration. In vivo, FMT reduced hematoma volume and brain edema, improved neurological function, restored intestinal barrier proteins, decreased inflammatory cytokines, and downregulated hub gene expression.
LEF1, ITGAX, BLVRB, and ATF4 were identified as gut microbiota-related biomarkers of ICH. Their modulation by FMT highlights the role of the brain-gut axis in ICH and suggests potential diagnostic biomarkers and therapeutic targets.
出血性卒中,尤其是脑出血(ICH),是最致命的卒中类型,也是导致死亡和残疾的主要原因。由于症状不明确且生物标志物有限,早期诊断和预后仍然具有挑战性。最近的证据表明,肠道微生物群失调会影响脑出血中的神经炎症和预后,但其潜在的分子机制仍不清楚。
分析来自GSE24265数据集的转录组数据,以鉴定脑出血中差异表达基因(DEGs)。从GeneCards和文献中获取肠道微生物群相关基因(GMRGs),将重叠基因定义为肠道微生物群相关差异表达基因(GMRDEGs)。进行功能富集、基因集富集分析(GSEA)和蛋白质-蛋白质相互作用(PPI)分析。使用LASSO、随机森林和支持向量机递归特征消除(SVM-RFE)算法筛选枢纽基因。通过qRT-PCR在脑出血患者(n = 20)和对照组(<20)的血浆样本中以及在胶原酶诱导的脑出血小鼠模型中进行验证。通过神经评分、血肿体积、脑水肿、肠屏障蛋白表达、炎性细胞因子和枢纽基因表达评估粪便微生物群移植(FMT)的治疗效果。
我们在脑出血中鉴定出806个DEGs,其中65个与GMRGs重叠。这些GMRDEGs在免疫过程和途径(如TNF和IL-17信号通路)中富集。PPI网络分析突出显示IL1B、IL6和CCL2为中心节点。机器学习确定了四个枢纽基因——LEF1、ITGAX、BLVRB和ATF4。所有这些基因在脑出血组织和血浆中均显著上调,与免疫细胞浸润相关。在体内,FMT减少了血肿体积和脑水肿,改善了神经功能,恢复了肠屏障蛋白,降低了炎性细胞因子,并下调了枢纽基因表达。
LEF1、ITGAX、BLVRB和ATF4被鉴定为脑出血中与肠道微生物群相关的生物标志物。FMT对它们的调节突出了脑-肠轴在脑出血中的作用,并提示了潜在的诊断生物标志物和治疗靶点。