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在内动脉瘤中调节细胞死亡的综合分析
Jianyu Zhu1,2,3, Zhicheng Wang1,2,3, Jiebo Li1,2,3
1Department of Neurosurgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, 350212 Fuzhou, Fujian, China.
Frontiers in bioscience (Landmark edition)
|December 8, 2023
概括
调节细胞死亡 (RCD) 过程与内动脉瘤 (IA) 和其破裂有关. 这项研究确定了关键的细胞死亡特征,并开发了IA破裂的预测模型,为病原发生提供了新的见解.
科学领域:
- 基因组学和分子生物学
- 病理学 病理学 病理学
- 心血管研究研究心血管研究
背景情况:
- 调节细胞死亡 (RCD) 异常与各种疾病有关.
- 在内动脉瘤 (IA) 发病过程中RCD的具体作用以前是未知的.
研究的目的:
- 调查不同RCD过程在IA形成和破裂中的参与.
- 建立基于细胞死亡特征的IA新型分类系统.
- 开发IA断裂风险的预测模型.
主要方法:
- 利用了基因表达综合 (GEO) 数据库中的微阵列和RNA-seq数据集.
- 应用生物信息学分析包括GSEA,GSVA和共识聚类来识别RCD签名.
- 使用 LASSO,随机森林和后勤回归开发了IA破裂的六基因预测模型.
主要成果:
- 在IA样本中,多个RCD过程被显著激活.
- 鉴定了33个细胞死亡特征基因,并根据细胞死亡水平将IA分为两个群.
- 细胞死亡高的亚型显示破裂率和免疫细胞透率增加,预测模型实现AUC为0.924和0.855.
结论:
- 多种RCD类型参与IA的发病和破裂.
- 在IA中RCD过程与炎症和免疫有关.
- 这项研究为IA机制和潜在的治疗点提供了新的见解.
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