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Roles of Spatial Parameters on the Oscillation of Nuclear NF-κB: Computer Simulations of a 3D Spherical Cell

机译:三维球形细胞的计算机模拟:空间参数的核NF-κB的振荡作用

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摘要

Transcription factor NF-κB resides in the cytoplasm and translocates to the nucleus by application of extracellular stimuli. It is known that the nuclear NF-κB oscillates and different oscillation patterns lead to different gene expression. Nearly forty reports on modeling and simulation of nuclear NF-κB have been published to date. The computational models reported so far are temporal or two-dimensional, and the discussions on spatial parameters have not been involved or limited. Since spatial parameters in cancer cells such as nuclear to cytoplasmic volume (N/C) ratio are different from normal cells, it is important to understand the relationship between oscillation patterns and spatial parameters. Here we report simulations of a 3D computational model for the oscillation of nuclear NF-κB using A-Cell software. First, we found that the default biochemical kinetic constants used in the temporal model cannot replicate the experimentally observed oscillation in the 3D model. Thus, the default parameters should be changed in the 3D model. Second, spatial parameters such as N/C ratio, nuclear transport, diffusion coefficients, and the location of IκB synthesis were found to alter the oscillation pattern. Third, among them, larger N/C ratios resulted in persistent oscillation of nuclear NF-κB, and larger nuclear transport resulted in faster oscillation frequency. Our simulation results suggest that the changes in spatial parameters seen in cancer cells is one possible mechanism for alteration in the oscillation pattern of nuclear NF-κB and lead to the altered gene expression in these cells.
机译:转录因子NF-κB驻留在细胞质中,并通过施加细胞外刺激而转运至细胞核。已知核NF-κB振荡,不同的振荡模式导致不同的基因表达。迄今为止,已经发表了近四十篇有关核NF-κB建模和仿真的报告。迄今为止报道的计算模型是时间的或二维的,关于空间参数的讨论尚未涉及或受到限制。由于癌细胞中的空间参数(例如核与细胞质体积(N / C)之比)与正常细胞不同,因此了解振荡模式与空间参数之间的关系非常重要。在这里,我们报告使用A-Cell软件的核NF-κB振荡的3D计算模型的仿真。首先,我们发现时间模型中使用的默认生化动力学常数无法复制3D模型中实验观察到的振荡。因此,应在3D模型中更改默认参数。其次,发现诸如N / C比,核转运,扩散系数和IκB合成位置之类的空间参数会改变振荡模式。第三,其中较大的N / C比导致核NF-κB持续振荡,较大的核转运导致更快的振荡频率。我们的模拟结果表明,癌细胞中空间参数的变化是改变核NF-κB振荡模式并导致这些细胞中基因表达改变的一种可能机制。

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