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Nonmodular oscillator and switch based on RNA decay drive regeneration of multimodal gene expression

Periodic gene expression dynamics are key to cell and organism physiology. Studies of oscillatory expression have focused on networks with intuitive regulatory negative feedback loops, leaving unknown whether other common biochemical reactions can produce oscillations. Oscillation and noise have bee...

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Detalles Bibliográficos
Autores principales: Nordick, Benjamin, Yu, Polly Y, Liao, Guangyuan, Hong, Tian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9023291/
https://www.ncbi.nlm.nih.gov/pubmed/35380686
http://dx.doi.org/10.1093/nar/gkac217
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author Nordick, Benjamin
Yu, Polly Y
Liao, Guangyuan
Hong, Tian
author_facet Nordick, Benjamin
Yu, Polly Y
Liao, Guangyuan
Hong, Tian
author_sort Nordick, Benjamin
collection PubMed
description Periodic gene expression dynamics are key to cell and organism physiology. Studies of oscillatory expression have focused on networks with intuitive regulatory negative feedback loops, leaving unknown whether other common biochemical reactions can produce oscillations. Oscillation and noise have been proposed to support mammalian progenitor cells’ capacity to restore heterogenous, multimodal expression from extreme subpopulations, but underlying networks and specific roles of noise remained elusive. We use mass-action-based models to show that regulated RNA degradation involving as few as two RNA species—applicable to nearly half of human protein-coding genes—can generate sustained oscillations without explicit feedback. Diverging oscillation periods synergize with noise to robustly restore cell populations’ bimodal expression on timescales of days. The global bifurcation organizing this divergence relies on an oscillator and bistable switch which cannot be decomposed into two structural modules. Our work reveals surprisingly rich dynamics of post-transcriptional reactions and a potentially widespread mechanism underlying development, tissue regeneration, and cancer cell heterogeneity.
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spelling pubmed-90232912022-04-22 Nonmodular oscillator and switch based on RNA decay drive regeneration of multimodal gene expression Nordick, Benjamin Yu, Polly Y Liao, Guangyuan Hong, Tian Nucleic Acids Res Computational Biology Periodic gene expression dynamics are key to cell and organism physiology. Studies of oscillatory expression have focused on networks with intuitive regulatory negative feedback loops, leaving unknown whether other common biochemical reactions can produce oscillations. Oscillation and noise have been proposed to support mammalian progenitor cells’ capacity to restore heterogenous, multimodal expression from extreme subpopulations, but underlying networks and specific roles of noise remained elusive. We use mass-action-based models to show that regulated RNA degradation involving as few as two RNA species—applicable to nearly half of human protein-coding genes—can generate sustained oscillations without explicit feedback. Diverging oscillation periods synergize with noise to robustly restore cell populations’ bimodal expression on timescales of days. The global bifurcation organizing this divergence relies on an oscillator and bistable switch which cannot be decomposed into two structural modules. Our work reveals surprisingly rich dynamics of post-transcriptional reactions and a potentially widespread mechanism underlying development, tissue regeneration, and cancer cell heterogeneity. Oxford University Press 2022-04-05 /pmc/articles/PMC9023291/ /pubmed/35380686 http://dx.doi.org/10.1093/nar/gkac217 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of Nucleic Acids Research. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Computational Biology
Nordick, Benjamin
Yu, Polly Y
Liao, Guangyuan
Hong, Tian
Nonmodular oscillator and switch based on RNA decay drive regeneration of multimodal gene expression
title Nonmodular oscillator and switch based on RNA decay drive regeneration of multimodal gene expression
title_full Nonmodular oscillator and switch based on RNA decay drive regeneration of multimodal gene expression
title_fullStr Nonmodular oscillator and switch based on RNA decay drive regeneration of multimodal gene expression
title_full_unstemmed Nonmodular oscillator and switch based on RNA decay drive regeneration of multimodal gene expression
title_short Nonmodular oscillator and switch based on RNA decay drive regeneration of multimodal gene expression
title_sort nonmodular oscillator and switch based on rna decay drive regeneration of multimodal gene expression
topic Computational Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9023291/
https://www.ncbi.nlm.nih.gov/pubmed/35380686
http://dx.doi.org/10.1093/nar/gkac217
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