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Geometric models for robust encoding of dynamical information into embryonic patterns

机译:用于肥入胚胎模式的强大编码动态信息的几何模型

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摘要

During development, cells gradually assume specialized fates via changes of transcriptional dynamics, sometimes even within the same developmental stage. For anterior-posterior (AP) patterning in metazoans, it has been suggested that the gradual transition from a dynamic genetic regime to a static one is encoded by different transcriptional modules. In that case, the static regime has an essential role in pattern formation in addition to its maintenance function. In this work, we introduce a geometric approach to study such transition. We exhibit two types of genetic regime transitions arising through local or global bifurcations, respectively. We find that the global bifurcation type is more generic, more robust, and better preserves dynamical information. This could parsimoniously explain common features of metazoan segmentation, such as changes of periods leading to waves of gene expressions, ‘speed/frequency-gradient’ dynamics, and changes of wave patterns. Geometric approaches appear as possible alternatives to gene regulatory networks to understand development.
机译:在开发期间,细胞通过转录动态的变化逐渐假设专门的命运,有时甚至在同一发展阶段。对于美洲氮菜人的前后(AP)图案化,已经提出,从动态遗传制度到静态的逐渐过渡由不同的转录模块编码。在这种情况下,除了其维护功能之外,静态方案在图案形成中具有重要作用。在这项工作中,我们介绍了一种学习此类过渡的几何方法。我们分别显示出两种类型的遗传政权转换,分别通过局部或全球分叉产生。我们发现全局分叉类型更通用,更强大,更好地保留动态信息。这可以解开奇异地解释美唑烷分割的共同特征,例如导致基因表达式波浪,“速度/频率梯度”动态和波模式的变化的时期变化。几何方法看似基因监管网络的可能替代方案,以了解发展。

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