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A Mathematical Model for Neutrophil Gradient Sensing and Polarization

机译:中性粒细胞梯度感应和极化的数学模型

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Directed cell migration in response to chemical cues, also known as chemotaxis, is an important physiological process involved in wound healing, foraging, and the immune response. Cell migration requires the simultaneous formation of actin polymers at the leading edge and actomyosin complexes at the sides and back of the cell. An unresolved question in eukaryotic chemotaxis is how the same chemoattractant signal determines both the cell's front and back. Recent experimental studies have begun to reveal the biochemical mechanisms necessary for this polarized cellular response. We propose a mathematical model of neutrophil gradient sensing and polarization based on experimentally characterized biochemical mechanisms. The model demonstrates that the known dynamics for Rho GTPase and phosphatidylinositol-3-kinase (PI3K) activation are sufficient for both gradient sensing and polarization. In particular, the model demonstrates that these mechanisms can correctly localize the “front” and “rear” pathways in response to both uniform concentrations and gradients of chemical attractants, including in actin-inhibited cells. Furthermore, the model predictions are robust to the values of many parameters. A key result of the model is the proposed coincidence circuit involving PI3K and Ras that obviates the need for the “global inhibitors” proposed, though never experimentally verified, in many previous mathematical models of eukaryotic chemotaxis. Finally, experiments are proposed to (in)validate this model and further our understanding of neutrophil chemotaxis.
机译:响应化学线索(也称为趋化性)的定向细胞迁移是涉及伤口愈合,觅食和免疫反应的重要生理过程。细胞迁移需要在细胞的前缘同时形成肌动蛋白聚合物,并在细胞的侧面和背面同时形成肌动球蛋白复合物。真核趋化性中一个尚未解决的问题是,相同的趋化因子信号如何决定细胞的正面和背面。最近的实验研究已经开始揭示这种极化细胞反应所必需的生化机制。我们提出了基于实验表征的生化机制的嗜中性粒细胞梯度感应和极化的数学模型。该模型表明,Rho GTPase和磷脂酰肌醇-3-激酶(PI3K)激活的已知动力学足以用于梯度检测和极化。特别是,该模型表明,这些机制可以响应化学引诱剂的均匀浓度和梯度,包括在肌动蛋白抑制细胞中,正确地定位“前”和“后”途径。此外,模型预测对于许多参数的值是鲁棒的。该模型的主要结果是提出的涉及PI3K和Ras的重合电路,从而消除了在以前的许多真核趋化性数学模型中尽管没有经过实验验证的“全局抑制剂”的需求。最后,提出了实验以使该模型(无效)并进一步使我们对中性粒细胞趋化性的理解。

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