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Noise propagation through extracellular signaling leads to fluctuations in gene expression

机译:通过细胞外信号传导的噪声传播导致基因表达的波动

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摘要

BackgroundCell-to-cell variability in mRNA and proteins has been observed in many biological systems, including the human innate immune response to viral infection. Most of these studies have focused on variability that arises from (a) intrinsic stochastic fluctuations in gene expression and (b) extrinsic sources (e.g. fluctuations in transcription factors). The main focus of our study is the effect of extracellular signaling on enhancing intrinsic stochastic fluctuations. As a new source of noise, the communication between cells with fluctuating numbers of components has received little attention. We use agent-based modeling to study this contribution to noise in a system of human dendritic cells responding to viral infection.
机译:背景技术在许多生物系统中,包括人类对病毒感染的先天免疫反应中,都观察到了mRNA和蛋白质的细胞间差异。这些研究大多集中在(a)基因表达的内在随机波动和(b)外在来源(例如转录因子的波动)引起的变异性上。我们研究的主要重点是细胞外信号传导对增强内在随机波动的影响。作为一种新的噪声源,具有波动数量的组件的单元之间的通信很少受到关注。我们使用基于代理的模型来研究这种对人类树突状细胞响应病毒感染的系统中的噪声的贡献。

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