Relaxation and Noise-Driven Oscillations in a Model of Mitotic Spindle Dynamics

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-08-03 DOI:10.1007/s11538-024-01341-w
Dionn Hargreaves, Sarah Woolner, Oliver E. Jensen
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Abstract

During cell division, the mitotic spindle moves dynamically through the cell to position the chromosomes and determine the ultimate spatial position of the two daughter cells. These movements have been attributed to the action of cortical force generators which pull on the astral microtubules to position the spindle, as well as pushing events by these same microtubules against the cell cortex and plasma membrane. Attachment and detachment of cortical force generators working antagonistically against centring forces of microtubules have been modelled previously (Grill et al. in Phys Rev Lett 94:108104, 2005) via stochastic simulations and mean-field Fokker–Planck equations (describing random motion of force generators) to predict oscillations of a spindle pole in one spatial dimension. Using systematic asymptotic methods, we reduce the Fokker–Planck system to a set of ordinary differential equations (ODEs), consistent with a set proposed by Grill et al., which can provide accurate predictions of the conditions for the Fokker–Planck system to exhibit oscillations. In the limit of small restoring forces, we derive an algebraic prediction of the amplitude of spindle-pole oscillations and demonstrate the relaxation structure of nonlinear oscillations. We also show how noise-induced oscillations can arise in stochastic simulations for conditions in which the mean-field Fokker–Planck system predicts stability, but for which the period can be estimated directly by the ODE model and the amplitude by a related stochastic differential equation that incorporates random binding kinetics.

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有丝分裂纺锤体动力学模型中的弛豫和噪声驱动振荡
在细胞分裂过程中,有丝分裂纺锤体在细胞内动态移动,以确定染色体的位置,并决定两个子细胞的最终空间位置。这些运动归因于皮质力发生器的作用,皮质力发生器拉动星状微管使纺锤体定位,以及这些微管对细胞皮质和质膜的推动作用。以前曾通过随机模拟和均场福克尔-普朗克方程(描述力发生器的随机运动)模拟过皮层力发生器与微管中心力的拮抗作用的附着和脱离(Grill 等人,发表于《物理评论快报》94:108104,2005 年),以预测纺锤极在一个空间维度上的振荡。利用系统渐近方法,我们将福克-普朗克系统简化为一组常微分方程(ODEs),与格里尔等人提出的一组常微分方程一致,可以准确预测福克-普朗克系统出现振荡的条件。在小恢复力的限制下,我们推导出了主轴-极振荡振幅的代数预测,并证明了非线性振荡的弛豫结构。我们还展示了在随机模拟中如何出现噪声诱导的振荡,在这些条件下,平均场福克-普朗克系统预测了稳定性,但周期可直接由 ODE 模型估算,振幅则由包含随机结合动力学的相关随机微分方程估算。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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