生物信息学识别和验证与胰腺缺血性中风相关的皮रोप托斯基因
Xinying Shang1, Rui Wei1, Di Yang1
1Department of Emergency Medicine, The First Affiliated Hospital of Kunming Medical University, No. 295 Xichang Road, Wu Hua District, Kunming, Yunnan Province, 650032, China.
BMC medical genomics
|March 17, 2025
概括
这项研究确定了五个关键基因 (Irf1, Icam1, Tlr2, Cebpb, Il1rn) 与缺血性中风中的热相关. 这些基因为治疗这种疾病提供了潜在的新治疗点.
科学领域:
- 基因组学和生物信息学
- 分子生物学分子生物学
- 免疫学 免疫学 免疫学
背景情况:
- 缺血性中风 (IS) 是全球死亡和残疾的主要原因,有效治疗方法有限.
- 大脑缺血/反损伤 (CIRI) 和热是IS的关键病理过程.
- 确定新的治疗点对于管理IS至关重要.
研究的目的:
- 为了选涉及CIRI和热的枢纽基因.
- 探索IS的潜在干预目标.
- 阐明这些基因在IS病理学的作用.
主要方法:
- 利用了基因表达综合 (GEO) 数据集 (GSE202659,GSE131193) 和基因查的基因卡.
- 应用了LASSO回归,WGCNA和PPI网络分析来识别枢纽基因.
- 在C57BL/6小鼠模型中进行了功能丰富分析 (GO,KEGG,GSEA,GSVA) 并验证了结果.
主要成果:
- 鉴定了35个与热相关的差异表达基因 (PRDEGs) 和7个枢纽基因 (Irf1, Icam1, Tlr2, Tnf, Cebpb, Il1rn, Casp8).
- 开发了一个八基因风险预测模型,AUC为0.868.8.
- 在动物模型中确认了Irf1,Icam1,Tlr2,Cebpb和Il1rn的上调,与免疫细胞活性有特定的相关性.
结论:
- 确定了Irf1,Icam1,Tlr2,Cebpb和Il1rn作为关键的枢纽基因,这些基因与IS中的炎相关.
- 这些基因与各种免疫细胞有显著的关联.
- 这些发现为IS治疗提供了新的治疗点,从热的角度来看.
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