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Noise propagation in feedback coupling between cell growth and metabolic activity

机译:噪声在细胞生长与代谢活动之间的反馈耦合中传播

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Size control is usually exerted in living cells by properly sensing the external inputs (like nutrients) and, accordingly, by activating the metabolic pathways in order to set and adjust their own growth rate. In this framework, experimental results have recently highlighted the role of metabolic noise, usually neglected because of its averaging over the great deal of reactions involved in metabolic networks. In this note, a basic model of the interplay among metabolic enzymes activity, resource allocation and growth rate is introduced. A noise source is supposed to affect the enzymatic activity. The model includes a feedforward action of the resource on the enzyme dynamics (modulated by growth), as well as a feedback of the enzyme on the resource production rate. A Stochastic Hybrid System formulation is exploited to investigate how the noise propagates through the metabolic pathway. Model-based results support the hypothesis that fluctuations in the enzyme production perturb cellular growth, and not vice versa, because of an apparent delay in the cross-correlation function. This result is coherent with single-cell recent experimental results.
机译:通常通过适当地感测外部输入(如营养素),并因此通过激活代谢途径来设定和调节自身的生长速率,从而在活细胞中进行大小控制。在这种框架下,最近的实验结果强调了代谢噪声的作用,通常由于对代谢网络中涉及的大量反应进行平均而忽略了代谢噪声。在本说明中,介绍了代谢酶活性,资源分配和生长速率之间相互作用的基本模型。噪声源可能会影响酶的活性。该模型包括资源对酶动力学的前馈作用(受生长调节),以及酶对资源生产率的反馈。利用随机混合系统公式研究噪声如何通过代谢途径传播。基于模型的结果支持以下假设:由于互相关函数的明显延迟,酶产量的波动会扰乱细胞的生长,反之亦然。该结果与单细胞最近的实验结果一致。

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