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首页> 外文期刊>EURASIP journal on bioinformatics and systems biology >Phase computations and phase models for discrete molecular oscillators
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Phase computations and phase models for discrete molecular oscillators

机译:离散分子振荡器的相位计算和相位模型

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Background Biochemical oscillators perform crucial functions in cells, e.g., they set up circadian clocks. The dynamical behavior of oscillators is best described and analyzed in terms of the scalar quantity, phase. A rigorous and useful definition for phase is based on the so-called isochrons of oscillators. Phase computation techniques for continuous oscillators that are based on isochrons have been used for characterizing the behavior of various types of oscillators under the influence of perturbations such as noise. Results In this article, we extend the applicability of these phase computation methods to biochemical oscillators as discrete molecular systems, upon the information obtained from a continuous-state approximation of such oscillators. In particular, we describe techniques for computing the instantaneous phase of discrete, molecular oscillators for stochastic simulation algorithm generated sample paths. We comment on the accuracies and derive certain measures for assessing the feasibilities of the proposed phase computation methods. Phase computation experiments on the sample paths of well-known biological oscillators validate our analyses. Conclusions The impact of noise that arises from the discrete and random nature of the mechanisms that make up molecular oscillators can be characterized based on the phase computation techniques proposed in this article. The concept of isochrons is the natural choice upon which the phase notion of oscillators can be founded. The isochron-theoretic phase computation methods that we propose can be applied to discrete molecular oscillators of any dimension, provided that the oscillatory behavior observed in discrete-state does not vanish in a continuous-state approximation. Analysis of the full versatility of phase noise phenomena in molecular oscillators will be possible if a proper phase model theory is developed, without resorting to such approximations.
机译:背景技术生化振荡器在细胞中执行关键功能,例如,它们建立了生物钟。最好根据标量,相位来描述和分析振荡器的动态行为。相位的严格而有用的定义是基于所谓的振荡器的等时线。基于等时的连续振荡器的相位计算技术已用于表征各种类型的振荡器在诸如噪声之类的扰动影响下的行为。结果在本文中,我们根据从此类振荡器的连续状态近似获得的信息,将这些相位计算方法的适用性扩展到作为离散分子系统的生化振荡器。特别是,我们描述了用于计算随机模拟算法生成的样本路径的离散分子振荡器的瞬时相位的技术。我们对精度进行评论,并得出某些评估所提出相位计算方法可行性的措施。在著名的生物振荡器的采样路径上进行的相位计算实验验证了我们的分析。结论可以基于本文提出的相位计算技术来表征由构成分子振荡器的机制的离散性和随机性引起的噪声影响。等时同步的概念是可以建立振荡器相位概念的自然选择。我们提出的等时理论相位计算方法可以应用于任何尺寸的离散分子振荡器,只要在离散状态下观察到的振荡行为不会在连续状态下消失即可。如果开发出适当的相位模型理论而不求助于这种近似,则将有可能分析分子振荡器中相位噪声现象的全部通用性。

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