Literature DB >> 12794268

Model building and model checking for biochemical processes.

Marco Antoniotti1, Alberto Policriti, Nadia Ugel, Bud Mishra.   

Abstract

A central claim of computational systems biology is that, by drawing on mathematical approaches developed in the context of dynamic systems, kinetic analysis, computational theory and logic, it is possible to create powerful simulation, analysis, and reasoning tools for working biologists to decipher existing data, devise new experiments, and ultimately to understand functional properties of genomes, proteomes, cells, organs, and organisms. In this article, a novel computational tool is described that achieves many of the goals of this new discipline. The novelty of this system involves an automaton-based semantics of the temporal evolution of complex biochemical reactions starting from the representation given as a set of differential equations. The related tools also provide ability to qualitatively reason about the systems using a propositional temporal logic that can express an ordered sequence of events succinctly and unambiguously. The implementation of mathematical and computational models in the Simpathica and XSSYS systems is described briefly. Several example applications of these systems to cellular and biochemical processes are presented: the two most prominent are Leibler et al.'s repressilator (an artificial synthesized oscillatory network), and Curto- Voit-Sorribas-Cascante's purine metabolism reaction model.

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Year:  2003        PMID: 12794268     DOI: 10.1385/CBB:38:3:271

Source DB:  PubMed          Journal:  Cell Biochem Biophys        ISSN: 1085-9195            Impact factor:   2.194


  10 in total

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Journal:  J R Soc Interface       Date:  2009-04-08       Impact factor: 4.118

2.  Simulation-based model checking approach to cell fate specification during Caenorhabditis elegans vulval development by hybrid functional Petri net with extension.

Authors:  Chen Li; Masao Nagasaki; Kazuko Ueno; Satoru Miyano
Journal:  BMC Syst Biol       Date:  2009-04-27

3.  Systems biology via redescription and ontologies (I): finding phase changes with applications to malaria temporal data.

Authors:  Samantha Kleinberg; Kevin Casey; Bud Mishra
Journal:  Syst Synth Biol       Date:  2008-05-08

4.  Robustness analysis and behavior discrimination in enzymatic reaction networks.

Authors:  Alexandre Donzé; Eric Fanchon; Lucie Martine Gattepaille; Oded Maler; Philippe Tracqui
Journal:  PLoS One       Date:  2011-09-27       Impact factor: 3.240

5.  A service-oriented architecture for integrating the modeling and formal verification of genetic regulatory networks.

Authors:  Pedro T Monteiro; Estelle Dumas; Bruno Besson; Radu Mateescu; Michel Page; Ana T Freitas; Hidde de Jong
Journal:  BMC Bioinformatics       Date:  2009-12-30       Impact factor: 3.169

6.  An overview of existing modeling tools making use of model checking in the analysis of biochemical networks.

Authors:  Miguel Carrillo; Pedro A Góngora; David A Rosenblueth
Journal:  Front Plant Sci       Date:  2012-07-20       Impact factor: 5.753

7.  A general computational method for robustness analysis with applications to synthetic gene networks.

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Journal:  Bioinformatics       Date:  2009-06-15       Impact factor: 6.937

8.  Systems biology of cancer: a challenging expedition for clinical and quantitative biologists.

Authors:  Ilya Korsunsky; Kathleen McGovern; Tom LaGatta; Loes Olde Loohuis; Terri Grosso-Applewhite; Nancy Griffeth; Bud Mishra
Journal:  Front Bioeng Biotechnol       Date:  2014-08-19

Review 9.  Computational Modeling, Formal Analysis, and Tools for Systems Biology.

Authors:  Ezio Bartocci; Pietro Lió
Journal:  PLoS Comput Biol       Date:  2016-01-21       Impact factor: 4.475

10.  Automated parameter estimation for biological models using Bayesian statistical model checking.

Authors:  Faraz Hussain; Christopher J Langmead; Qi Mi; Joyeeta Dutta-Moscato; Yoram Vodovotz; Sumit K Jha
Journal:  BMC Bioinformatics       Date:  2015-12-07       Impact factor: 3.169

  10 in total

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