来自多维吸引者的新兴恒常和退化
Kuheli Biswas1, Hanna Salman2, Naama Brenner1
1Deptartment of Chemical Engineering and Network Biology Research Lab, Technion - Israel Institute of Technology, Haifa, Israel.
概括
生物系统通过集体动力学来实现稳定,其中复杂的相互作用创造了新兴的平衡. 这种观点提供了一种新方法来理解系统如何在出现中断的情况下保持功能,并补充了传统的控制理论.
科学领域:
- 系统生物学 系统生物学
- 理论生物学 理论生物学
- 生物物理学的生物物理.
背景情况:
- 生物系统表现出恒温,保持稳定,抵御干扰和噪音.
- 传统模型通过明确的控制机制来解释恒常状态,该机制调节特定的变量.
- 需要一个替代的视角来捕捉复杂的生物系统的新兴特性.
研究的目的:
- 提出并支持集体动力学的观点,以了解生物平衡.
- 为了证明恒常状态如何自发地从高维相互作用中出现.
- 将控制理论重新定义为一个更全面的多维系统的投影.
主要方法:
- 开发基于集体动态的理论模型.
- 分析高维相位空间和吸引子分散体.
- 在各种生物体和条件中对单细胞生长和分裂数据集进行元分析.
主要成果:
- 恒常状态是从集体相互作用中产生的,在相空间中形成限制的多元体.
- 多维吸引器分组集体约束系统组件,减少了对个别变量控制的需求.
- 变形板上的零方向提供了退化的状态,增强了灵活性,同时保持了功能.
- 单细胞生长和分裂数据支持集体动力学模型.
结论:
- 恒温可以被理解为集体动态的新兴属性,不仅仅依赖于明确的控制.
- 集体动力学观点为生物稳定提供了更完整的框架.
- 控制理论可以被视为这些复杂的多维系统的低维表示.
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