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Local accumulation time for the formation of morphogen gradients from a Levy diffusion process

机译:Levy扩散过程形成形态发生剂梯度的局部累积时间

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Morphogen gradients provide very precise spatial information on the control of cell fate specification in many developing tissues. In previous studies, morphogen gradient formation was commonly modelled as Fickian diffusion. However, the complexity of morphogen transport and anisotropy of intracellular and extracellular environments in vivo can lead to Levy flights of morphogens. In this case, a natural question is whether morphogen gradients reach steady states on timescales relevant to developmental patterning. Here, we build and analyse a Levy diffusion model of morphogen transport, which is based on a continuous time random walk with a long-tailed jump length distribution. Importantly, we derive the analytical expression of local accumulation time that provides a time scale that characterizes relaxation to a steady state at an arbitrary position within the patterned field, and shows that this time depends on cell positions in a nonlinear and asymmetric manner. Our analytical result provides an explicit connection between the key parameters of the problem and the time needed to reach a steady state value at an arbitrarily given position, which is important for a better understanding of tissue patterning by morphogen gradients in a more real case.
机译:形态发生梯度在许多发育中的组织中提供了关于细胞命运规范控制的非常精确的空间信息。在以前的研究中,形态发生剂梯度的形成通常被建模为菲克扩散。但是,体内形态发生子运输的复杂性和细胞内和细胞外环境的各向异性会导致形态发生剂的征税飞行。在这种情况下,一个自然的问题是形态发生子梯度是否在与发育模式相关的时标上达到稳态。在此,我们建立并分析了形态发生子运输的Levy扩散模型,该模型基于具有长尾跳跃长度分布的连续时间随机游动。重要的是,我们导出了局部累积时间的解析表达式,该表达式提供了一个时间尺度,该时间尺度表征了在图案化场中任意位置处松弛到稳态的状态,并表明该时间以非线性和非对称方式取决于细胞位置。我们的分析结果在问题的关键参数与在任意给定位置达到稳态值所需的时间之间建立了明确的联系,这对于在更真实的情况下更好地理解吗啡肽梯度对组织构图至关重要。

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