Effects of different burst form on gene expression dynamic and first-passage time

Xuejie Liu, Qiuying Li
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Abstract

Timing of events in many cellular processes, such as cell-cycle control, cell differentiation, and so on, depend on regulatory proteins reaching critical threshold levels. The time at which special protein cross up the threshold levels is called as the first-passage time(FPT). Here, we theoretically show that geometric conditional burst has unneglectable effects on gene expression and FPT. More precisely, if the mean of protein is fixed and the same burst size, conditional geometric burst increase the mean and noise of FPT compared with the geometric distribution. If the mean of FPT is fixed and the same burst size, conditional geometric burst increase noise of FPT compared with the geometric distribution.
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不同爆发形式对基因表达动态和首次传代时间的影响
在许多细胞过程中,如细胞周期控制、细胞分化等,事件的定时取决于调节蛋白达到临界阈值水平。特殊蛋白质越过阈值水平的时间称为首次通过时间(FPT)。在这里,我们从理论上证明了几何条件爆发对基因表达和FPT有不可忽视的影响。更确切地说,当蛋白质的均值固定且爆发大小相同时,条件几何爆发比几何分布增加了FPT的均值和噪声。当FPT均值固定且突发大小相同时,条件几何突发比几何分布增加了FPT的噪声。
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