相互连接的反循环的操作原理驱动细胞命运转换
Mubasher Rashid1, Abhiram Hegade2
1Department of Mathematics and Statistics, Indian Institute of Technology Kanpur, Kanpur, 208016, India. mubasherrashid@gmail.com.
NPJ systems biology and applications
|January 1, 2025
概括
生物反循环驱动细胞命运的决定. 网络结构,特别是节点的中心性和自我调节,决定了系统的动态和稳定性,影响了细胞系和潜在的工程应用.
科学领域:
- 系统生物学 系统生物学
- 表观遗传学 在表观遗传学中,表观遗传学是指表观遗传学.
- 致癌的发生是致癌的产生.
背景情况:
- 相互连接的反循环对生物过程至关重要,包括在癌症中确定细胞命运.
- 管理这些复杂的监管网络的确切操作原则尚未完全理解.
研究的目的:
- 识别和描述参与细胞谱系决策的相互连接的反循环.
- 探索网络拓,中心性和生物系统中的状态空间维度之间的关系.
主要方法:
- 网络分析以确定反循环和中心性节点.
- 计算建模分析状态空间维度和稳定状态分布.
- 调查自主监管节点及其对网络动态的影响.
主要成果:
- 确定了反循环作为低维和高维状态空间的标志.
- 证明较高的中心性节点与受限制状态空间相关,而较低的中心性节点与更高维度状态空间相关.
- 展示了具有相似节点/循环数量的独特网络拓产生不同的稳定状态分布,强调了结构的作用.
- 发现自调节节点能够实现多个稳定状态,将动态与绝对拓控制脱.
结论:
- 解开了管理细胞命运决定的多稳定生物网络的关键设计原则.
- 结果提供了对生物系统中多命运决策回路的工程和理解的见解.
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