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Out-of-equilibrium gene expression fluctuations in the presence of extrinsic noise
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. H...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10680095/ https://www.ncbi.nlm.nih.gov/pubmed/37489881 http://dx.doi.org/10.1088/1478-3975/acea4e |
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author | Biondo, Marta Singh, Abhyudai Caselle, Michele Osella, Matteo |
author_facet | Biondo, Marta Singh, Abhyudai Caselle, Michele Osella, Matteo |
author_sort | Biondo, Marta |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-10680095 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
record_format | MEDLINE/PubMed |
spelling | pubmed-106800952023-11-27 Out-of-equilibrium gene expression fluctuations in the presence of extrinsic noise Biondo, Marta Singh, Abhyudai Caselle, Michele Osella, Matteo Phys Biol Article 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. 2023-08-10 /pmc/articles/PMC10680095/ /pubmed/37489881 http://dx.doi.org/10.1088/1478-3975/acea4e Text en https://creativecommons.org/licenses/by/4.0/Original Content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Biondo, Marta Singh, Abhyudai Caselle, Michele Osella, Matteo Out-of-equilibrium gene expression fluctuations in the presence of extrinsic noise |
title | Out-of-equilibrium gene expression fluctuations in the presence of extrinsic noise |
title_full | Out-of-equilibrium gene expression fluctuations in the presence of extrinsic noise |
title_fullStr | Out-of-equilibrium gene expression fluctuations in the presence of extrinsic noise |
title_full_unstemmed | Out-of-equilibrium gene expression fluctuations in the presence of extrinsic noise |
title_short | Out-of-equilibrium gene expression fluctuations in the presence of extrinsic noise |
title_sort | out-of-equilibrium gene expression fluctuations in the presence of extrinsic noise |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10680095/ https://www.ncbi.nlm.nih.gov/pubmed/37489881 http://dx.doi.org/10.1088/1478-3975/acea4e |
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