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Rational design of modular circuits for gene transcription: A test of the bottom-up approach

BACKGROUND: Most of synthetic circuits developed so far have been designed by an ad hoc approach, using a small number of components (i.e. LacI, TetR) and a trial and error strategy. We are at the point where an increasing number of modular, inter-changeable and well-characterized components is need...

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Detalles Bibliográficos
Autores principales: Ceroni, Francesca, Furini, Simone, Giordano, Emanuele, Cavalcanti, Silvio
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2993646/
https://www.ncbi.nlm.nih.gov/pubmed/21070658
http://dx.doi.org/10.1186/1754-1611-4-14
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author Ceroni, Francesca
Furini, Simone
Giordano, Emanuele
Cavalcanti, Silvio
author_facet Ceroni, Francesca
Furini, Simone
Giordano, Emanuele
Cavalcanti, Silvio
author_sort Ceroni, Francesca
collection PubMed
description BACKGROUND: Most of synthetic circuits developed so far have been designed by an ad hoc approach, using a small number of components (i.e. LacI, TetR) and a trial and error strategy. We are at the point where an increasing number of modular, inter-changeable and well-characterized components is needed to expand the construction of synthetic devices and to allow a rational approach to the design. RESULTS: We used interchangeable modular biological parts to create a set of novel synthetic devices for controlling gene transcription, and we developed a mathematical model of the modular circuits. Model parameters were identified by experimental measurements from a subset of modular combinations. The model revealed an unexpected feature of the lactose repressor system, i.e. a residual binding affinity for the operator site by induced lactose repressor molecules. Once this residual affinity was taken into account, the model properly reproduced the experimental data from the training set. The parameters identified in the training set allowed the prediction of the behavior of networks not included in the identification procedure. CONCLUSIONS: This study provides new quantitative evidences that the use of independent and well-characterized biological parts and mathematical modeling, what is called a bottom-up approach to the construction of gene networks, can allow the design of new and different devices re-using the same modular parts.
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spelling pubmed-29936462010-12-23 Rational design of modular circuits for gene transcription: A test of the bottom-up approach Ceroni, Francesca Furini, Simone Giordano, Emanuele Cavalcanti, Silvio J Biol Eng Research BACKGROUND: Most of synthetic circuits developed so far have been designed by an ad hoc approach, using a small number of components (i.e. LacI, TetR) and a trial and error strategy. We are at the point where an increasing number of modular, inter-changeable and well-characterized components is needed to expand the construction of synthetic devices and to allow a rational approach to the design. RESULTS: We used interchangeable modular biological parts to create a set of novel synthetic devices for controlling gene transcription, and we developed a mathematical model of the modular circuits. Model parameters were identified by experimental measurements from a subset of modular combinations. The model revealed an unexpected feature of the lactose repressor system, i.e. a residual binding affinity for the operator site by induced lactose repressor molecules. Once this residual affinity was taken into account, the model properly reproduced the experimental data from the training set. The parameters identified in the training set allowed the prediction of the behavior of networks not included in the identification procedure. CONCLUSIONS: This study provides new quantitative evidences that the use of independent and well-characterized biological parts and mathematical modeling, what is called a bottom-up approach to the construction of gene networks, can allow the design of new and different devices re-using the same modular parts. BioMed Central 2010-11-11 /pmc/articles/PMC2993646/ /pubmed/21070658 http://dx.doi.org/10.1186/1754-1611-4-14 Text en Copyright ©2010 Ceroni et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Ceroni, Francesca
Furini, Simone
Giordano, Emanuele
Cavalcanti, Silvio
Rational design of modular circuits for gene transcription: A test of the bottom-up approach
title Rational design of modular circuits for gene transcription: A test of the bottom-up approach
title_full Rational design of modular circuits for gene transcription: A test of the bottom-up approach
title_fullStr Rational design of modular circuits for gene transcription: A test of the bottom-up approach
title_full_unstemmed Rational design of modular circuits for gene transcription: A test of the bottom-up approach
title_short Rational design of modular circuits for gene transcription: A test of the bottom-up approach
title_sort rational design of modular circuits for gene transcription: a test of the bottom-up approach
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2993646/
https://www.ncbi.nlm.nih.gov/pubmed/21070658
http://dx.doi.org/10.1186/1754-1611-4-14
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