MIRELLA: a mathematical model explains the effect of microRNA-mediated synthetic genes regulation on intracellular resource allocation.


Journal

Nucleic acids research
ISSN: 1362-4962
Titre abrégé: Nucleic Acids Res
Pays: England
ID NLM: 0411011

Informations de publication

Date de publication:
24 04 2023
Historique:
accepted: 21 02 2023
revised: 11 01 2023
received: 28 10 2022
medline: 25 4 2023
pubmed: 14 3 2023
entrez: 13 3 2023
Statut: ppublish

Résumé

Competition for intracellular resources, also known as gene expression burden, induces coupling between independently co-expressed genes, a detrimental effect on predictability and reliability of gene circuits in mammalian cells. We recently showed that microRNA (miRNA)-mediated target downregulation correlates with the upregulation of a co-expressed gene, and by exploiting miRNAs-based incoherent-feed-forward loops (iFFLs) we stabilise a gene of interest against burden. Considering these findings, we speculate that miRNA-mediated gene downregulation causes cellular resource redistribution. Despite the extensive use of miRNA in synthetic circuits regulation, this indirect effect was never reported before. Here we developed a synthetic genetic system that embeds miRNA regulation, and a mathematical model, MIRELLA, to unravel the miRNA (MI) RolE on intracellular resource aLLocAtion. We report that the link between miRNA-gene downregulation and independent genes upregulation is a result of the concerted action of ribosome redistribution and 'queueing-effect' on the RNA degradation pathway. Taken together, our results provide for the first time insights into the hidden regulatory interaction of miRNA-based synthetic networks, potentially relevant also in endogenous gene regulation. Our observations allow to define rules for complexity- and context-aware design of genetic circuits, in which transgenes co-expression can be modulated by tuning resource availability via number and location of miRNA target sites.

Identifiants

pubmed: 36912077
pii: 7076485
doi: 10.1093/nar/gkad151
pmc: PMC10123119
doi:

Substances chimiques

MicroRNAs 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

3452-3464

Informations de copyright

© The Author(s) 2023. Published by Oxford University Press on behalf of Nucleic Acids Research.

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Auteurs

Federica Cella (F)

Istituto Italiano di Tecnologia-IIT, Largo Barsanti e Matteucci, Naples, Italy.

Giansimone Perrino (G)

Department of Bioengineering and Centre of Excellence in Synthetic Biology, Imperial College London, London, UK.

Fabiana Tedeschi (F)

Istituto Italiano di Tecnologia-IIT, Largo Barsanti e Matteucci, Naples, Italy.
University of Naples Federico II, Naples, Italy.

Gabriella Viero (G)

Institute of Biophysics, CNR Trento, Povo, Italy.

Carla Bosia (C)

Department of Applied Science and Technology, Politecnico di Torino, Torino, Italy.
Italian Institute for Genomic Medicine, c/o IRCCS, Candiolo, Italy.

Guy-Bart Stan (GB)

Department of Bioengineering and Centre of Excellence in Synthetic Biology, Imperial College London, London, UK.

Velia Siciliano (V)

Istituto Italiano di Tecnologia-IIT, Largo Barsanti e Matteucci, Naples, Italy.

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Classifications MeSH