Literature DB >> 28544810

The best models of metabolism.

Eberhard O Voit1.   

Abstract

Biochemical systems are among of the oldest application areas of mathematical modeling. Spanning a time period of over one hundred years, the repertoire of options for structuring a model and for formulating reactions has been constantly growing, and yet, it is still unclear whether or to what degree some models are better than others and how the modeler is to choose among them. In fact, the variety of options has become overwhelming and difficult to maneuver for novices and experts alike. This review outlines the metabolic model design process and discusses the numerous choices for modeling frameworks and mathematical representations. It tries to be inclusive, even though it cannot be complete, and introduces the various modeling options in a manner that is as unbiased as that is feasible. However, the review does end with personal recommendations for the choices of default models. WIREs Syst Biol Med 2017, 9:e1391. doi: 10.1002/wsbm.1391 For further resources related to this article, please visit the WIREs website.
© 2017 Wiley Periodicals, Inc.

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Year:  2017        PMID: 28544810      PMCID: PMC5643013          DOI: 10.1002/wsbm.1391

Source DB:  PubMed          Journal:  Wiley Interdiscip Rev Syst Biol Med        ISSN: 1939-005X


  202 in total

1.  Systemic properties of ensembles of metabolic networks: application of graphical and statistical methods to simple unbranched pathways.

Authors:  R Alves; M A Savageau
Journal:  Bioinformatics       Date:  2000-06       Impact factor: 6.937

2.  A detailed metabolic flux analysis of an underdetermined network of CHO cells.

Authors:  F Zamorano; A Vande Wouwer; G Bastin
Journal:  J Biotechnol       Date:  2010-11-11       Impact factor: 3.307

3.  Approximation of delays in biochemical systems.

Authors:  W T Mocek; R Rudnicki; E O Voit
Journal:  Math Biosci       Date:  2005-09-19       Impact factor: 2.144

4.  Challenges in lin-log modelling of glycolysis in Lactococcus lactis.

Authors:  R C H del Rosario; E Mendoza; E O Voit
Journal:  IET Syst Biol       Date:  2008-05       Impact factor: 1.615

5.  Biochemical systems analysis. I. Some mathematical properties of the rate law for the component enzymatic reactions.

Authors:  M A Savageau
Journal:  J Theor Biol       Date:  1969-12       Impact factor: 2.691

Review 6.  The inverse problem in mathematical biology.

Authors:  Gilles Clermont; Sven Zenker
Journal:  Math Biosci       Date:  2014-10-18       Impact factor: 2.144

7.  Characterizability of metabolic pathway systems from time series data.

Authors:  Eberhard O Voit
Journal:  Math Biosci       Date:  2013-02-05       Impact factor: 2.144

8.  Estimation of dynamic flux profiles from metabolic time series data.

Authors:  I-Chun Chou; Eberhard O Voit
Journal:  BMC Syst Biol       Date:  2012-07-09

9.  Estimating parameters for generalized mass action models with connectivity information.

Authors:  Chih-Lung Ko; Eberhard O Voit; Feng-Sheng Wang
Journal:  BMC Bioinformatics       Date:  2009-05-11       Impact factor: 3.169

Review 10.  Reverse engineering and identification in systems biology: strategies, perspectives and challenges.

Authors:  Alejandro F Villaverde; Julio R Banga
Journal:  J R Soc Interface       Date:  2013-12-04       Impact factor: 4.118

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  7 in total

1.  Stochastic Simulation of Cellular Metabolism.

Authors:  Emalie J Clement; Thomas T Schulze; Ghada A Soliman; Beata J Wysocki; Paul H Davis; Tadeusz A Wysocki
Journal:  IEEE Access       Date:  2020-04-17       Impact factor: 3.367

2.  Discrete Biochemical Systems Theory.

Authors:  Eberhard O Voit; Daniel V Olivença
Journal:  Front Mol Biosci       Date:  2022-05-04

Review 3.  The role of dynamic enzyme assemblies and substrate channelling in metabolic regulation.

Authors:  Lee J Sweetlove; Alisdair R Fernie
Journal:  Nat Commun       Date:  2018-05-30       Impact factor: 14.919

4.  A multistationary loop model of ALS unveils critical molecular interactions involving mitochondria and glucose metabolism.

Authors:  Bruno Burlando; Marco Milanese; Giulia Giordano; Tiziana Bonifacino; Silvia Ravera; Franco Blanchini; Giambattista Bonanno
Journal:  PLoS One       Date:  2020-12-17       Impact factor: 3.240

5.  Queueing theory model of pentose phosphate pathway.

Authors:  Sylwester M Kloska; Krzysztof Pałczyński; Tomasz Marciniak; Tomasz Talaśka; Marissa Miller; Beata J Wysocki; Paul Davis; Tadeusz A Wysocki
Journal:  Sci Rep       Date:  2022-03-17       Impact factor: 4.379

6.  Mathematical models of lignin biosynthesis.

Authors:  Mojdeh Faraji; Luis L Fonseca; Luis Escamilla-Treviño; Jaime Barros-Rios; Nancy Engle; Zamin K Yang; Timothy J Tschaplinski; Richard A Dixon; Eberhard O Voit
Journal:  Biotechnol Biofuels       Date:  2018-02-09       Impact factor: 6.040

7.  Ensemble methods for stochastic networks with special reference to the biological clock of Neurospora crassa.

Authors:  C Caranica; A Al-Omari; Z Deng; J Griffith; R Nilsen; L Mao; J Arnold; H-B Schüttler
Journal:  PLoS One       Date:  2018-05-16       Impact factor: 3.240

  7 in total

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