细胞形态和基因表达:跨时间和细胞系的跟踪变化和互补性
Vanille Lejal1, David Rouquié2, Olivier Taboureau1
1Université Paris Cité, Inserm U1133, CNRS UMR 8251, Paris, France.
Toxicology and applied pharmacology
|August 22, 2025
概括
细胞染色和L1000数据显示化学暴露如何改变细胞结构和基因表达. 这些互补的方法通过将形态变化与分子效应联系起来来增强药物发现.
科学领域:
- 化学生物学
- 基因组学
- 细胞成像
背景情况:
- 药物发现需要整合目标知识,功能测试和多omics数据.
- 随着时间的推移,细胞形态和基因表达的化学诱导变化之间的相互作用尚未得到充分理解.
研究的目的:
- 调查化学暴露后细胞形态变化 (细胞染色) 和基因表达放松 (L1000) 之间的关系.
- 通过不同细胞系和时间点探索这些关系.
主要方法:
- 在6小时,24小时和48小时内对U2OS,A549和MCF7细胞系中的106种化合物的细胞涂料和L1000数据进行分析.
- 使用权重基因表达网络分析 (WGCNA) 和丰富分析来确定相关性.
主要成果:
- 通过细胞绘制观察到细胞结构组织的显著时间和细胞系特异性.
- 与形态变化相比,转录组反应的变化较小.
- 对具有相似生物作用的化合物 (例如HDAC和CDK抑制剂) 细胞形态与基因放松调节之间的联系.
结论:
- 细胞绘制提供了细胞对化学暴露的独特反应模式.
- 细胞涂料和L1000数据提供了对化合物效应的补充见解.
- 这些综合方法可以通过连接表型和分子变化来改善药物发现和化学风险评估.
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