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首页|Improvement of the memory function by negative autoregulation of a mutual repression network in a stochastic environment

Improvement of the memory function by negative autoregulation of a mutual repression network in a stochastic environment

Improvement of the memory function by negative autoregulation of a mutual repression network in a stochastic environment

来源:bioRxiv_logobioRxiv
英文摘要

Abstract Cellular memory is a ubiquitous function of biological systems. By generating a sustained response to a transient inductive stimulus, often due to bistability, memory is central to the robust control of many important biological functions. However, our understanding of the mechanistic basis of cellular memory remains incomplete. Specifically, stochastic fluctuations that are inherent to most biological systems have been shown to hamper memory function. Yet, how stochasticity changes the behavior of genetic circuits is generally not clear from a deterministic analysis of the network alone. Here, we apply deterministic, stochastic, and theoretical analyses to investigate how intrinsic noise affects the memory function in a mutual repression network. We find that the addition of negative autoregulation improves the persistence of memory by reducing stochastic fluctuations. Our theoretical analyses reveal that this improved memory function stems from an increased stability of the steady states of the system. Moreover, we show how the tuning of critical network parameters can further enhance memory. Our work highlights the power of stochastic and theoretical approaches to understanding biological circuits, and the importance of considering stochasticity to designing synthetic circuits with memory function.

Hasan A B M Shamim Ul、Kurata Hiroyuki、Pechmann Sebastian

Department of Biochemistry, Universit¨| de Montr¨|al||The Biomedical Informatics R&D Center, Kyushu Institute of TechnologyThe Biomedical Informatics R&D Center, Kyushu Institute of TechnologyDepartment of Biochemistry, Universit¨| de Montr¨|al

10.1101/279109

细胞生物学分子生物学遗传学

MemoryMutual repressionNegative autoregulationFokker-PlanckStochasticityHill coefficientBistabilityProbability density

Hasan A B M Shamim Ul,Kurata Hiroyuki,Pechmann Sebastian.Improvement of the memory function by negative autoregulation of a mutual repression network in a stochastic environment[EB/OL].(2025-03-28)[2025-05-11].https://www.biorxiv.org/content/10.1101/279109.点此复制

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