Literature DB >> 27075000

Synthetic biology and regulatory networks: where metabolic systems biology meets control engineering.

Fei He1, Ettore Murabito2, Hans V Westerhoff3.   

Abstract

Metabolic pathways can be engineered to maximize the synthesis of various products of interest. With the advent of computational systems biology, this endeavour is usually carried out through in silico theoretical studies with the aim to guide and complement further in vitro and in vivo experimental efforts. Clearly, what counts is the result in vivo, not only in terms of maximal productivity but also robustness against environmental perturbations. Engineering an organism towards an increased production flux, however, often compromises that robustness. In this contribution, we review and investigate how various analytical approaches used in metabolic engineering and synthetic biology are related to concepts developed by systems and control engineering. While trade-offs between production optimality and cellular robustness have already been studied diagnostically and statically, the dynamics also matter. Integration of the dynamic design aspects of control engineering with the more diagnostic aspects of metabolic, hierarchical control and regulation analysis is leading to the new, conceptual and operational framework required for the design of robust and productive dynamic pathways.
© 2016 The Author(s).

Entities:  

Keywords:  control engineering; gene expression regulation; metabolic engineering; metabolic networks; synthetic biology; systems biology

Mesh:

Year:  2016        PMID: 27075000      PMCID: PMC4874428          DOI: 10.1098/rsif.2015.1046

Source DB:  PubMed          Journal:  J R Soc Interface        ISSN: 1742-5662            Impact factor:   4.118


  154 in total

1.  Regulation of gene expression in flux balance models of metabolism.

Authors:  M W Covert; C H Schilling; B Palsson
Journal:  J Theor Biol       Date:  2001-11-07       Impact factor: 2.691

2.  Why does yeast ferment? A flux balance analysis study.

Authors:  Evangelos Simeonidis; Ettore Murabito; Kieran Smallbone; Hans V Westerhoff
Journal:  Biochem Soc Trans       Date:  2010-10       Impact factor: 5.407

Review 3.  Foundations for the design and implementation of synthetic genetic circuits.

Authors:  Adrian L Slusarczyk; Allen Lin; Ron Weiss
Journal:  Nat Rev Genet       Date:  2012-05-18       Impact factor: 53.242

Review 4.  Posttranslational regulation of microbial metabolism.

Authors:  Karl Kochanowski; Uwe Sauer; Elad Noor
Journal:  Curr Opin Microbiol       Date:  2015-06-03       Impact factor: 7.934

Review 5.  Engineering metabolism through dynamic control.

Authors:  Naveen Venayak; Nikolaos Anesiadis; William R Cluett; Radhakrishnan Mahadevan
Journal:  Curr Opin Biotechnol       Date:  2015-01-20       Impact factor: 9.740

Review 6.  Applications of genetically-encoded biosensors for the construction and control of biosynthetic pathways.

Authors:  Joshua K Michener; Kate Thodey; Joe C Liang; Christina D Smolke
Journal:  Metab Eng       Date:  2011-09-18       Impact factor: 9.783

7.  Dynamic phosphoproteomics reveals TORC1-dependent regulation of yeast nucleotide and amino acid biosynthesis.

Authors:  Ana Paula Oliveira; Christina Ludwig; Mattia Zampieri; Hendrik Weisser; Ruedi Aebersold; Uwe Sauer
Journal:  Sci Signal       Date:  2015-04-28       Impact factor: 8.192

8.  The regulatory strength: how to be precise about regulation and homeostasis.

Authors:  D Kahn; H V Westerhoff
Journal:  Acta Biotheor       Date:  1993-06       Impact factor: 1.774

9.  A systems-level analysis of perfect adaptation in yeast osmoregulation.

Authors:  Dale Muzzey; Carlos A Gómez-Uribe; Jerome T Mettetal; Alexander van Oudenaarden
Journal:  Cell       Date:  2009-07-10       Impact factor: 41.582

Review 10.  Nature, nurture, or chance: stochastic gene expression and its consequences.

Authors:  Arjun Raj; Alexander van Oudenaarden
Journal:  Cell       Date:  2008-10-17       Impact factor: 41.582

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  11 in total

1.  Programmable gene regulation for metabolic engineering using decoy transcription factor binding sites.

Authors:  Tiebin Wang; Nathan Tague; Stephen A Whelan; Mary J Dunlop
Journal:  Nucleic Acids Res       Date:  2021-01-25       Impact factor: 16.971

2.  Quantifying Dynamic Regulation in Metabolic Pathways with Nonparametric Flux Inference.

Authors:  Fei He; Michael P H Stumpf
Journal:  Biophys J       Date:  2019-04-19       Impact factor: 4.033

Review 3.  Control theory meets synthetic biology.

Authors:  Domitilla Del Vecchio; Aaron J Dy; Yili Qian
Journal:  J R Soc Interface       Date:  2016-07-20       Impact factor: 4.118

4.  Yeast Systems Biology: The Continuing Challenge of Eukaryotic Complexity.

Authors:  Stephen G Oliver
Journal:  Methods Mol Biol       Date:  2019

5.  Genome-Scale Architecture of Small Molecule Regulatory Networks and the Fundamental Trade-Off between Regulation and Enzymatic Activity.

Authors:  Ed Reznik; Dimitris Christodoulou; Joshua E Goldford; Emma Briars; Uwe Sauer; Daniel Segrè; Elad Noor
Journal:  Cell Rep       Date:  2017-09-12       Impact factor: 9.423

Review 6.  Microbial redemption of "evil" days: a global appraisal to food security.

Authors:  Olufemi Emmanuel Bankefa; Seye Julius Oladeji; Simbiat Olufunke Ayilara-Akande; Modupe Mariam Lasisi
Journal:  J Food Sci Technol       Date:  2020-08-19       Impact factor: 3.117

Review 7.  Quantitative metabolic fluxes regulated by trans-omic networks.

Authors:  Satoshi Ohno; Saori Uematsu; Shinya Kuroda
Journal:  Biochem J       Date:  2022-03-31       Impact factor: 3.766

8.  Genome-Scale Reconstruction of the Human Astrocyte Metabolic Network.

Authors:  Cynthia A Martín-Jiménez; Diego Salazar-Barreto; George E Barreto; Janneth González
Journal:  Front Aging Neurosci       Date:  2017-02-13       Impact factor: 5.750

9.  Adaptive information processing of network modules to dynamic and spatial stimuli.

Authors:  J Krishnan; Ioannis Floros
Journal:  BMC Syst Biol       Date:  2019-03-14

10.  ROS networks: designs, aging, Parkinson's disease and precision therapies.

Authors:  Alexey N Kolodkin; Raju Prasad Sharma; Anna Maria Colangelo; Andrew Ignatenko; Francesca Martorana; Danyel Jennen; Jacco J Briedé; Nathan Brady; Matteo Barberis; Thierry D G A Mondeel; Michele Papa; Vikas Kumar; Bernhard Peters; Alexander Skupin; Lilia Alberghina; Rudi Balling; Hans V Westerhoff
Journal:  NPJ Syst Biol Appl       Date:  2020-10-26
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