Out-of-equilibrium gene expression fluctuations in the presence of extrinsic noise

Author:

Biondo MartaORCID,Singh AbhyudaiORCID,Caselle MicheleORCID,Osella MatteoORCID

Abstract

Abstract Cell-to-cell variability in protein concentrations is strongly affected by extrinsic noise, especially for highly expressed genes. Extrinsic noise can be due to fluctuations of several possible cellular factors connected to cell physiology and to the level of key enzymes in the expression process. However, how to identify the predominant sources of extrinsic noise in a biological system is still an open question. This work considers a general stochastic model of gene expression with extrinsic noise represented as fluctuations of the different model rates, and focuses on the out-of-equilibrium expression dynamics. Combining analytical calculations with stochastic simulations, we characterize how extrinsic noise shapes the protein variability during gene activation or inactivation, depending on the prevailing source of extrinsic variability, on its intensity and timescale. In particular, we show that qualitatively different noise profiles can be identified depending on which are the fluctuating parameters. This indicates an experimentally accessible way to pinpoint the dominant sources of extrinsic noise using time-coarse experiments.

Funder

Fondazione CRT

Dipartimenti di Eccellenza

Publisher

IOP Publishing

Subject

Cell Biology,Molecular Biology,Structural Biology,Biophysics

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Comparing Negative Feedback Mechanisms in Gene Expression: From Single Cells to Cell Populations;2023 62nd IEEE Conference on Decision and Control (CDC);2023-12-13

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