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响应DNA损伤的细胞周期调控的数学建模:探索细胞命运决定机制

Mathematical modeling of cell cycle regulation in response to DNA damage: exploring mechanisms of cell-fate determination.

作者信息

Iwamoto Kazunari, Hamada Hiroyuki, Eguchi Yukihiro, Okamoto Masahiro

机构信息

Laboratory for Bioinformatics, Graduate School of Systems Life Sciences, Kyushu University, Maidashi, Higashi-ku, Fukuoka, Japan.

出版信息

Biosystems. 2011 Mar;103(3):384-91. doi: 10.1016/j.biosystems.2010.11.011. Epub 2010 Nov 21.

Abstract

After DNA damage, cells activate p53, a tumor suppressor gene, and select a cell fate (e.g., DNA repair, cell cycle arrest, or apoptosis). Recently, a p53 oscillatory behavior was observed following DNA damage. However, the relationship between this p53 oscillation and cell-fate selection is unclear. Here, we present a novel model of the DNA damage signaling pathway that includes p53 and whole cell cycle regulation and explore the relationship between p53 oscillation and cell fate selection. The simulation run without DNA damage qualitatively realized experimentally observed data from several cell cycle regulators, indicating that our model was biologically appropriate. Moreover, the comprehensive sensitivity analysis for the proposed model was implemented by changing the values of all kinetic parameters, which revealed that the cell cycle regulation system based on the proposed model has robustness on a fluctuation of reaction rate in each process. Simulations run with four different intensities of DNA damage, i.e. Low-damage, Medium-damage, High-damage, and Excess-damage, realized cell cycle arrest in all cases. Low-damage, Medium-damage, High-damage, and Excess-damage corresponded to the DNA damage caused by 100, 200, 400, and 800 J/m(2) doses of UV-irradiation, respectively, based on expression of p21, which plays a crucial role in cell cycle arrest. In simulations run with High-damage and Excess-damage, the length of the cell cycle arrest was shortened despite the severe DNA damage, and p53 began to oscillate. Cells initiated apoptosis and were killed at 400 and 800 J/m(2) doses of UV-irradiation, corresponding to High-damage and Excess-damage, respectively. Therefore, our model indicated that the oscillatory mode of p53 profoundly affects cell fate selection.

摘要

DNA损伤后,细胞会激活肿瘤抑制基因p53,并选择一种细胞命运(如DNA修复、细胞周期停滞或凋亡)。最近,在DNA损伤后观察到了p53的振荡行为。然而,这种p53振荡与细胞命运选择之间的关系尚不清楚。在此,我们提出了一种新的DNA损伤信号通路模型,该模型包括p53和整个细胞周期调控,并探讨了p53振荡与细胞命运选择之间的关系。在无DNA损伤情况下运行的模拟定性地实现了来自几种细胞周期调节因子的实验观测数据,表明我们的模型在生物学上是合适的。此外,通过改变所有动力学参数的值对所提出的模型进行了全面的敏感性分析,结果表明基于所提出模型的细胞周期调控系统在每个过程中反应速率的波动上具有鲁棒性。用四种不同强度的DNA损伤进行模拟,即低损伤、中损伤、高损伤和过度损伤,在所有情况下都实现了细胞周期停滞。基于在细胞周期停滞中起关键作用的p21的表达,低损伤、中损伤、高损伤和过度损伤分别对应于100、200、400和800 J/m(2)剂量紫外线照射所引起的DNA损伤。在高损伤和过度损伤的模拟中,尽管DNA损伤严重,但细胞周期停滞的长度缩短,并且p53开始振荡。细胞分别在400和800 J/m(2)剂量的紫外线照射下启动凋亡并被杀死,这分别对应于高损伤和过度损伤。因此,我们的模型表明p53的振荡模式深刻影响细胞命运选择。

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