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Construction and Modelling of an Inducible Positive Feedback Loop Stably Integrated in a Mammalian Cell-Line

Understanding the relationship between topology and dynamics of transcriptional regulatory networks in mammalian cells is essential to elucidate the biology of complex regulatory and signaling pathways. Here, we characterised, via a synthetic biology approach, a transcriptional positive feedback loo...

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Autores principales: Siciliano, Velia, Menolascina, Filippo, Marucci, Lucia, Fracassi, Chiara, Garzilli, Immacolata, Moretti, Maria Nicoletta, di Bernardo, Diego
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3127819/
https://www.ncbi.nlm.nih.gov/pubmed/21765813
http://dx.doi.org/10.1371/journal.pcbi.1002074
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author Siciliano, Velia
Menolascina, Filippo
Marucci, Lucia
Fracassi, Chiara
Garzilli, Immacolata
Moretti, Maria Nicoletta
di Bernardo, Diego
author_facet Siciliano, Velia
Menolascina, Filippo
Marucci, Lucia
Fracassi, Chiara
Garzilli, Immacolata
Moretti, Maria Nicoletta
di Bernardo, Diego
author_sort Siciliano, Velia
collection PubMed
description Understanding the relationship between topology and dynamics of transcriptional regulatory networks in mammalian cells is essential to elucidate the biology of complex regulatory and signaling pathways. Here, we characterised, via a synthetic biology approach, a transcriptional positive feedback loop (PFL) by generating a clonal population of mammalian cells (CHO) carrying a stable integration of the construct. The PFL network consists of the Tetracycline-controlled transactivator (tTA), whose expression is regulated by a tTA responsive promoter (CMV-TET), thus giving rise to a positive feedback. The same CMV-TET promoter drives also the expression of a destabilised yellow fluorescent protein (d2EYFP), thus the dynamic behaviour can be followed by time-lapse microscopy. The PFL network was compared to an engineered version of the network lacking the positive feedback loop (NOPFL), by expressing the tTA mRNA from a constitutive promoter. Doxycycline was used to repress tTA activation (switch off), and the resulting changes in fluorescence intensity for both the PFL and NOPFL networks were followed for up to 43 h. We observed a striking difference in the dynamics of the PFL and NOPFL networks. Using non-linear dynamical models, able to recapitulate experimental observations, we demonstrated a link between network topology and network dynamics. Namely, transcriptional positive autoregulation can significantly slow down the “switch off” times, as comparared to the non[Image: see text]autoregulatated system. Doxycycline concentration can modulate the response times of the PFL, whereas the NOPFL always switches off with the same dynamics. Moreover, the PFL can exhibit bistability for a range of Doxycycline concentrations. Since the PFL motif is often found in naturally occurring transcriptional and signaling pathways, we believe our work can be instrumental to characterise their behaviour.
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spelling pubmed-31278192011-07-15 Construction and Modelling of an Inducible Positive Feedback Loop Stably Integrated in a Mammalian Cell-Line Siciliano, Velia Menolascina, Filippo Marucci, Lucia Fracassi, Chiara Garzilli, Immacolata Moretti, Maria Nicoletta di Bernardo, Diego PLoS Comput Biol Research Article Understanding the relationship between topology and dynamics of transcriptional regulatory networks in mammalian cells is essential to elucidate the biology of complex regulatory and signaling pathways. Here, we characterised, via a synthetic biology approach, a transcriptional positive feedback loop (PFL) by generating a clonal population of mammalian cells (CHO) carrying a stable integration of the construct. The PFL network consists of the Tetracycline-controlled transactivator (tTA), whose expression is regulated by a tTA responsive promoter (CMV-TET), thus giving rise to a positive feedback. The same CMV-TET promoter drives also the expression of a destabilised yellow fluorescent protein (d2EYFP), thus the dynamic behaviour can be followed by time-lapse microscopy. The PFL network was compared to an engineered version of the network lacking the positive feedback loop (NOPFL), by expressing the tTA mRNA from a constitutive promoter. Doxycycline was used to repress tTA activation (switch off), and the resulting changes in fluorescence intensity for both the PFL and NOPFL networks were followed for up to 43 h. We observed a striking difference in the dynamics of the PFL and NOPFL networks. Using non-linear dynamical models, able to recapitulate experimental observations, we demonstrated a link between network topology and network dynamics. Namely, transcriptional positive autoregulation can significantly slow down the “switch off” times, as comparared to the non[Image: see text]autoregulatated system. Doxycycline concentration can modulate the response times of the PFL, whereas the NOPFL always switches off with the same dynamics. Moreover, the PFL can exhibit bistability for a range of Doxycycline concentrations. Since the PFL motif is often found in naturally occurring transcriptional and signaling pathways, we believe our work can be instrumental to characterise their behaviour. Public Library of Science 2011-06-30 /pmc/articles/PMC3127819/ /pubmed/21765813 http://dx.doi.org/10.1371/journal.pcbi.1002074 Text en Siciliano et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Siciliano, Velia
Menolascina, Filippo
Marucci, Lucia
Fracassi, Chiara
Garzilli, Immacolata
Moretti, Maria Nicoletta
di Bernardo, Diego
Construction and Modelling of an Inducible Positive Feedback Loop Stably Integrated in a Mammalian Cell-Line
title Construction and Modelling of an Inducible Positive Feedback Loop Stably Integrated in a Mammalian Cell-Line
title_full Construction and Modelling of an Inducible Positive Feedback Loop Stably Integrated in a Mammalian Cell-Line
title_fullStr Construction and Modelling of an Inducible Positive Feedback Loop Stably Integrated in a Mammalian Cell-Line
title_full_unstemmed Construction and Modelling of an Inducible Positive Feedback Loop Stably Integrated in a Mammalian Cell-Line
title_short Construction and Modelling of an Inducible Positive Feedback Loop Stably Integrated in a Mammalian Cell-Line
title_sort construction and modelling of an inducible positive feedback loop stably integrated in a mammalian cell-line
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3127819/
https://www.ncbi.nlm.nih.gov/pubmed/21765813
http://dx.doi.org/10.1371/journal.pcbi.1002074
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