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High-throughput mathematical analysis identifies Turing networks for patterning with equally diffusing signals

机译:高通量数学分析可识别用于同等扩散信号进行图案化的图灵网络

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摘要

The Turing reaction-diffusion model explains how identical cells can self-organize to form spatial patterns. It has been suggested that extracellular signaling molecules with different diffusion coefficients underlie this model, but the contribution of cell-autonomous signaling components is largely unknown. We developed an automated mathematical analysis to derive a catalog of realistic Turing networks. This analysis reveals that in the presence of cell-autonomous factors, networks can form a pattern with equally diffusing signals and even for any combination of diffusion coefficients. We provide a software (available at ) to explore these networks and to constrain topologies with qualitative and quantitative experimental data. We use the software to examine the self-organizing networks that control embryonic axis specification and digit patterning. Finally, we demonstrate how existing synthetic circuits can be extended with additional feedbacks to form Turing reaction-diffusion systems. Our study offers a new theoretical framework to understand multicellular pattern formation and enables the wide-spread use of mathematical biology to engineer synthetic patterning systems.>DOI:
机译:图灵反应扩散模型解释了相同细胞如何自组织以形成空间模式。已经提出具有不同扩散系数的细胞外信号分子是该模型的基础,但是细胞自主信号成分的贡献在很大程度上是未知的。我们开发了一种自动数学分析方法,以得出真实的图灵网络目录。该分析表明,在存在细胞自治因子的情况下,网络可以形成具有相同扩散信号甚至扩散系数任意组合的模式。我们提供了一个软件(可在处获得)来探索这些网络,并使用定性和定量的实验数据来限制拓扑。我们使用该软件来检查控制胚轴规格和手指图案的自组织网络。最后,我们演示了如何通过附加反馈扩展现有的合成电路,以形成图灵反应扩散系统。我们的研究为理解多细胞模式的形成提供了新的理论框架,并使数学生物学得以广泛应用来设计合成模式系统。> DOI:

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