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在对雌激素的反应中,对转录时间和噪声的Cis调节控制
Matthew Ginley-Hidinger1, Hosiana Abewe2, Kyle Osborne2
1Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA; Department of Biomedical Engineering, University of Utah, Salt Lake City, UT 84112, USA.
Cell genomics
|April 25, 2024
概括
多种活性增强剂加速基因表达时间,但增加了转录噪声. 基因调控涉及快速反应和细胞对细胞表达一致性之间的权衡.
科学领域:
- 分子生物学分子生物学
- 基因组学就是基因组学.
- 系统生物学 系统生物学
背景情况:
- 基因调节元素控制基因转录,影响表达水平,时间和可变性.
- 控制这些独特属性的监管特征的相互作用仍然不完全理解.
研究的目的:
- 通过单细胞RNA测序和机器学习,识别基因表达时间和转录噪声的预测因素.
- 为了研究增强剂活性,促进剂活性和转录噪声之间的关系.
主要方法:
- 在雌激素治疗时间过程中利用单细胞RNA测序 (scRNA-seq).
- 应用机器学习算法来识别影响基因表达动态的关键监管特征.
- 实验性操纵增强剂活性,以验证对时间反应的发现.
主要成果:
- 具有多个活性增强剂的基因对雌激素刺激的时间反应更快.
- 活性促进剂与低转录噪声相关,而活性增强剂与高噪声相关.
- 观察到单个细胞之间的共同表达是一种由染色质循环,时间和噪声影响的新兴性质.
结论:
- 基因的快速信号响应能力与保持低细胞对细胞变异的能力之间存在着根本的权衡.
- 增强剂和促进剂活动在调节基因表达时间和噪声方面发挥着不同的,有时是对立的作用.
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