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耦合和隔离前馈环的降噪特性的系统分析。

Systematic analysis of noise reduction properties of coupled and isolated feed-forward loops.

机构信息

Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary.

Randall Center for Cell and Molecular Biophysics, King's College London, London, United Kingdom.

出版信息

PLoS Comput Biol. 2021 Dec 3;17(12):e1009622. doi: 10.1371/journal.pcbi.1009622. eCollection 2021 Dec.

Abstract

Cells can maintain their homeostasis in a noisy environment since their signaling pathways can filter out noise somehow. Several network motifs have been proposed for biological noise filtering and, among these, feed-forward loops have received special attention. Specific feed-forward loops show noise reducing capabilities, but we notice that this feature comes together with a reduced signal transducing performance. In posttranslational signaling pathways feed-forward loops do not function in isolation, rather they are coupled with other motifs to serve a more complex function. Feed-forward loops are often coupled to other feed-forward loops, which could affect their noise-reducing capabilities. Here we systematically study all feed-forward loop motifs and all their pairwise coupled systems with activation-inactivation kinetics to identify which networks are capable of good noise reduction, while keeping their signal transducing performance. Our analysis shows that coupled feed-forward loops can provide better noise reduction and, at the same time, can increase the signal transduction of the system. The coupling of two coherent 1 or one coherent 1 and one incoherent 4 feed-forward loops can give the best performance in both of these measures.

摘要

细胞可以在嘈杂的环境中维持其体内平衡,因为它们的信号通路可以以某种方式滤除噪声。已经提出了几种网络基序来进行生物噪声过滤,其中前馈回路受到了特别关注。特定的前馈回路具有降噪能力,但我们注意到,这种特性伴随着信号转导性能的降低。在前翻译信号通路中,前馈回路不是孤立工作的,而是与其他基序耦合以实现更复杂的功能。前馈回路通常与其他前馈回路耦合,这可能会影响它们的降噪能力。在这里,我们系统地研究了所有的前馈回路基序及其所有具有激活-失活动力学的成对耦合系统,以确定哪些网络能够在保持信号转导性能的同时,实现良好的噪声降低。我们的分析表明,耦合的前馈回路可以提供更好的噪声降低,同时可以增加系统的信号转导。两个相干的 1 或一个相干的 1 和一个非相干的 4 前馈回路的耦合可以在这两个方面都提供最佳性能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/51e9/8641863/1f20db3fc4e8/pcbi.1009622.g001.jpg

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