鉴定和分析与败血症相关的ARDS中的内质网膜应激枢纽基因
Ling Gao1, Tingting Liu1, Xiaoyan Li2
1Department of Respiratory and Critical Care Medicine, Third Hospital of Shanxi Medical University Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, Shanxi Province, China.
Scientific reports
|August 23, 2025
概括
这项研究确定了STAT3和YWHAQ作为参与败血症相关的急性呼吸困扰综合征 (ARDS) 和内质网膜应激 (ERS) 的关键基因. 这些基因具有潜在的诊断标记和治疗点.
科学领域:
- 基因组学
- 分子生物学
- 生物信息学
背景情况:
- 败血症引起的急性呼吸困难综合征 (ARDS) 是一种严重的并发症.
- 内质网膜应激 (ERS) 与毒相关的ARDS的病理生理学有关.
研究的目的:
- 识别和分析与败血症相关的ARDS中与ERS相关的枢纽基因.
- 评估与败血症相关的潜在诊断标志物和治疗点.
主要方法:
- 在GSE32707数据集中利用生物信息学和机器学习.
- 综合差异基因表达分析,WGCNA和机器学习算法 (LASSO,RF,SVM).
- 在使用RT-qPCR的临床样本中验证的结果.
主要成果:
- 确定了438个差异表达的基因和五个枢纽基因:STAT3,HSPB1,YWHAQ,LCN2和SGK1.
- 在临床样本中,STAT3和YWHAQ具有显著的诊断价值和差异性表达.
- 在与败血症相关的ARDS中,STAT3上调,YWHAQ下调.
结论:
- 在败血症相关的ARDS中,STAT3和YWHAQ是关键的ERS相关基因.
- 这些基因是有前途的诊断生物标志物.
- STAT3和YWHAQ代表了与败血症相关的ARDS的潜在治疗点.
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