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Dynamic-module redundancy confers robustness to the gene regulatory network involved in hair patterning of Arabidopsis epidermis

机译:动态模块冗余赋予涉及拟南芥表皮毛发图案化的基因调控网络鲁棒性

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Redundancy among dynamic modules is emerging as a potentially generic trait in gene regulatory networks. Moreover, module redundancy could play an important role in network robustness to perturbations. We explored the effect of dynamic-module redundancy in the networks associated to hair patterning in Arabidopsis root and leaf epidermis. Recent studies have put forward several dynamic modules belonging to these networks. We defined these modules in a discrete dynamical framework that was previously reported. Then, we addressed whether these modules are sufficient or necessary for recovering epidermal cell types and patterning. After defining two quantitative estimates of the system's robustness, we also compared the robustness of each separate module with that of a network coupling all the leaf or root modules. We found that, considering certain assumptions, all the dynamic modules proposed so far are sufficient on their own for pattern formation, but reinforce each other during epidermal development. Furthermore, we found that networks of coupled modules are more robust to perturbations than single modules. These results suggest that dynamic-module redundancy might be an important trait in gene regulatory networks and point at central questions regarding network evolution, module coupling, pattern robustness and the evolution of development.
机译:动态模块之间的冗余正在成为基因调控网络中潜在的通用特征。此外,模块冗余可以在网络对干扰的鲁棒性中发挥重要作用。我们探索了与拟南芥根和叶表皮中的头发图案相关的网络中动态模块冗余的影响。最近的研究提出了属于这些网络的几个动态模块。我们在先前报告的离散动态框架中定义了这些模块。然后,我们讨论了这些模块是否足以恢复表皮细胞类型和模式。在定义了系统健壮性的两个定量估计值之后,我们还将每个单独模块的健壮性与耦合所有叶或根模块的网络的健壮性进行了比较。我们发现,考虑到某些假设,到目前为止,提出的所有动态模块本身就足以形成图案,但在表皮发育过程中相互增强。此外,我们发现耦合模块的网络比单个模块对干扰的鲁棒性更高。这些结果表明,动态模块冗余可能是基因调控网络中的重要特征,并且指向有关网络进化,模块耦合,模式鲁棒性和发展进化的核心问题。

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