论文标题

部分可观测时空混沌系统的无模型预测

Flags, Landscapes and Signaling: Contact-mediated inter-cellular interactions enable plasticity in fate determination driven by positional information

论文作者

Kuyyamudi, Chandrashekar, Menon, Shakti N., Sinha, Sitabhra

论文摘要

多细胞生物具有高度的结构组织,其特定细胞类型总是在特征位置发生。沃尔珀特(Wolpert)的“法国国旗”范式提供了描述这种一致空间模式出现的常规框架。根据这种观点,细胞内遗传调节机制使用形态浓度梯度提供的位置信息来差异表达不同的命运,从而导致分化细胞的特征模式。然而,最近的实验表明,抑制细胞间相互作用可以改变这些空间模式,这表明细胞命运不是通过局部形态学浓度来调节基因表达的决定。使用一个明确的模型,相邻单元格通过Notch信号传导进行通信,我们提供了一种机械描述,以说明接触介导的相互作用如何允许细胞环境中的信息纳入细胞命运决策中。在沿表观遗传景观的轨迹方面查看细胞分化(如Waddington首先阐明),我们的结果表明,景观的轮廓以细胞位置依赖性方式塑造,而不仅是由形态学提供的全局信号,而且还通过细胞环境相互作用而被局部环境相互作用。我们表明,在细胞间信号传导设备和细胞内基因调节动力学之间的不同选择方面,我们的结果是可靠的。确实,我们表明即使在抽象的自旋模型中也可以观察到广泛的特征。我们的工作将相互作用介导的自组织模式形成与涉及破坏对称性的信号的机制进行了调解。

Multicellular organisms exhibit a high degree of structural organization with specific cell types always occurring in characteristic locations. The conventional framework for describing the emergence of such consistent spatial patterns is provided by Wolpert's "French flag" paradigm. According to this view, intra-cellular genetic regulatory mechanisms use positional information provided by morphogen concentration gradients to differentially express distinct fates, resulting in a characteristic pattern of differentiated cells. However, recent experiments have shown that suppression of inter-cellular interactions can alter these spatial patterns, suggesting that cell fates are not exclusively determined by the regulation of gene expression by local morphogen concentration. Using an explicit model where adjacent cells communicate by Notch signaling, we provide a mechanistic description of how contact-mediated interactions allow information from the cellular environment to be incorporated into cell fate decisions. Viewing cellular differentiation in terms of trajectories along an epigenetic landscape (as first enunciated by Waddington), our results suggest that the contours of the landscape are moulded differently in a cell position-dependent manner, not only by the global signal provided by the morphogen but also by the local environment via cell-cell interactions. We show that our results are robust with respect to different choices of coupling between the inter-cellular signaling apparatus and the intra-cellular gene regulatory dynamics. Indeed, we show that the broad features can be observed even in abstract spin models. Our work reconciles interaction-mediated self-organized pattern formation with boundary-organized mechanisms involving signals that break symmetry.

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