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Intrinsic noise analysis and stochastic simulation on transforming growth factor beta signal pathway

Intrinsic noise analysis and stochastic simulation on transforming growth factor beta signal pathway
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摘要 A typical biological cell lives in a small volmne at room temperature; the noise effect on the cell signal transduction pathway may play an important role in its dynamics. Here, using the transforming growth factor-β signal transduction pathway as an example, we report our stochastic simulations of the dynamics of the pathway and introduce a linear noise approximation method to calculate the transient intrinsic noise of pathway components. We compare the numerical solutions of the linear noise approximation with the statistic results of chemical Langevin equations, and find that they are quantitatively in agreement with the other. When transforming growth factor-β dose decreases to a low level, the time evolution of noise fluctuation of nuclear Smad2-Smad4 complex indicates the abnormal enhancement in the transient signal activation process. A typical biological cell lives in a small volmne at room temperature; the noise effect on the cell signal transduction pathway may play an important role in its dynamics. Here, using the transforming growth factor-β signal transduction pathway as an example, we report our stochastic simulations of the dynamics of the pathway and introduce a linear noise approximation method to calculate the transient intrinsic noise of pathway components. We compare the numerical solutions of the linear noise approximation with the statistic results of chemical Langevin equations, and find that they are quantitatively in agreement with the other. When transforming growth factor-β dose decreases to a low level, the time evolution of noise fluctuation of nuclear Smad2-Smad4 complex indicates the abnormal enhancement in the transient signal activation process.
作者 王路 欧阳颀
出处 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第10期610-616,共7页 中国物理B(英文版)
基金 Project supported by the National Natural Science Foundation of China (Grant No. 10721403) the National Basic Research Program of China (Grant No. 2009CB918500)
关键词 transforming growth factor-β noise chemical Langevin equation linear noise approximation transforming growth factor-β, noise, chemical Langevin equation, linear noise approximation
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