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Updated: Feb 2, 2026

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在COPD中,氧化应激相关基因TPPP3和VEGFA通过批量和单细胞测序分析揭示
Wenglam Choi1, Yueren Wu1, Wenjing Chen1
1Department of Integrative Medicine, Huashan Hospital, Fudan University, Shanghai, 200040, China.
Scientific reports
|January 31, 2026
概括
研究人员确定了慢性阻塞性肺病 (COPD) 中的12个关键氧化应激基因. 基因TPPP3和VEGFA被突出显示为潜在的诊断生物标志物和COPD治疗的治疗点.
科学领域:
- 肺部医学 肺部医学
- 生物信息学是一种生物信息学.
- 分子生物学分子生物学
背景情况:
- 慢性阻塞性肺病 (COPD) 涉及慢性呼吸道炎症和氧化应激.
- 确定与COPD中氧化应激相关的特定基因和途径对于治疗开发至关重要.
研究的目的:
- 识别和验证COPD中关键的氧化压力相关基因和途径.
- 探索这些已识别的基因的诊断和治疗潜力.
主要方法:
- 对公共COPD数据集 (GEO数据库) 的综合生物信息分析.
- 利用机器学习 (LASSO,随机森林) 进行枢纽基因识别和诊断评估 (ROC曲线,AUC).
- 单细胞RNA测序 (scRNA-seq) 和使用COPD氧化应激细胞模型进行实验验证.
主要成果:
- 鉴定了76个COPD和氧化应激之间的重叠基因,这些基因富含了诸如亡,JAK-STAT和MAPK之类的途径.
- 使用机器学习选了12个枢纽基因,其中TPPP3和VEGFA在上皮细胞中显示出主要的表达.
- 实验验证证证实了关键基因的生物信息学发现.
结论:
- 在COPD中鉴定和验证了12个与氧化压力相关的枢纽基因.
- 突出显示TPPP3和VEGFA是上皮细胞中的关键基因,可能参与COPD组织重塑.
- 这些发现为COPD提供了潜在的诊断生物标志物和治疗点.
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