Statistical description of mobile oscillators in embryonic pattern formation

Koichiro Uriu, Luis G. Morelli
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Abstract

Synchronization of mobile oscillators occurs in numerous contexts, including physical, chemical, biological and engineered systems. In vertebrate embryonic development, a segmental body structure is generated by a population of mobile oscillators. Cells in this population produce autonomous gene expression rhythms, and interact with their neighbors through local signaling. These cells form an extended tissue where frequency and cell mobility gradients coexist. Gene expression kinematic waves travel through this tissue and pattern the segment boundaries. It has been shown that oscillator mobility promotes global synchronization. However, in vertebrate segment formation, mobility may also introduce local fluctuations in kinematic waves and impair segment boundaries. Here we derive a general framework for mobile oscillators that relates local mobility fluctuations to synchronization dynamics and pattern robustness. We formulate a statistical description of mobile phase oscillators in terms of a probability density. We obtain and solve diffusion equations for the average phase and variance, revealing the relationship between local fluctuations and global synchronization in a homogeneous population of oscillators. Analysis of the probability density for large mobility identifies a mean-field transition, where locally coupled oscillators start behaving as if each oscillator was coupled with all the others. We extend the statistical description to inhomogeneous systems to address the gradients present in the vertebrate segmenting tissue. The theory relates pattern stability to mobility, coupling and pattern wavelength. The general approach of the statistical description may be applied to mobile oscillators in other contexts, as well as to other patterning systems where mobility is present.
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胚胎模式形成过程中移动振荡器的统计描述
移动振子的同步发生在许多情况下,包括物理、化学、生物和工程系统。在脊椎动物的胚胎发育过程中,身体的节段结构是由一群移动振子产生的。该群体中的细胞产生自主的基因表达节律,并通过局部信号与邻近细胞相互作用。这些细胞形成了一个扩展组织,在这个组织中,频率梯度和细胞移动梯度并存。基因表达运动波穿过这个组织,并将这些节段边界模式化。研究表明,振荡器的流动性促进了全球同步。然而,在脊椎动物的节段形成过程中,流动性也可能带来运动波的局部波动,并损害节段边界。在这里,我们推导出了一个流动振荡器的总体框架,它将局部流动性波动与同步动力学和模式稳健性联系起来。我们用概率密度对移动相位振荡器进行了统计描述。我们获得并求解了平均相位和方差的扩散方程,揭示了同质振荡器群体中局部波动与全局同步之间的关系。对大流动性概率密度的分析确定了平均场转换,在这种转换中,局部耦合振荡器开始表现得就像每个振荡器都与其他所有振荡器耦合一样。我们将统计描述扩展到均质系统中,以解决脊椎动物分割组织中存在的梯度问题。该理论将模式稳定性与流动性、耦合和模式波长联系起来。统计描述的一般方法可能适用于其他情况下的移动振荡器,以及存在移动性的其他图案系统。
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