Literature DB >> 29282379

TOWARDS A MULTI-SCALE AGENT-BASED PROGRAMMING LANGUAGE METHODOLOGY.

Endre Somogyi1, Amit Hagar2, James A Glazier3.   

Abstract

Living tissues are dynamic, heterogeneous compositions of objects, including molecules, cells and extra-cellular materials, which interact via chemical, mechanical and electrical process and reorganize via transformation, birth, death and migration processes. Current programming language have difficulty describing the dynamics of tissues because: 1: Dynamic sets of objects participate simultaneously in multiple processes, 2: Processes may be either continuous or discrete, and their activity may be conditional, 3: Objects and processes form complex, heterogeneous relationships and structures, 4: Objects and processes may be hierarchically composed, 5: Processes may create, destroy and transform objects and processes. Some modeling languages support these concepts, but most cannot translate models into executable simulations. We present a new hybrid executable modeling language paradigm, the Continuous Concurrent Object Process Methodology (CCOPM) which naturally expresses tissue models, enabling users to visually create agent-based models of tissues, and also allows computer simulation of these models.

Entities:  

Year:  2017        PMID: 29282379      PMCID: PMC5742361          DOI: 10.1109/WSC.2016.7822179

Source DB:  PubMed          Journal:  Proc Winter Simul Conf        ISSN: 0891-7736


  6 in total

Review 1.  Executable cell biology.

Authors:  Jasmin Fisher; Thomas A Henzinger
Journal:  Nat Biotechnol       Date:  2007-11       Impact factor: 54.908

Review 2.  How computational models can help unlock biological systems.

Authors:  G Wayne Brodland
Journal:  Semin Cell Dev Biol       Date:  2015-07-09       Impact factor: 7.727

3.  A whole-cell computational model predicts phenotype from genotype.

Authors:  Jonathan R Karr; Jayodita C Sanghvi; Derek N Macklin; Miriam V Gutschow; Jared M Jacobs; Benjamin Bolival; Nacyra Assad-Garcia; John I Glass; Markus W Covert
Journal:  Cell       Date:  2012-07-20       Impact factor: 41.582

4.  Multi-scale modeling of tissues using CompuCell3D.

Authors:  Maciej H Swat; Gilberto L Thomas; Julio M Belmonte; Abbas Shirinifard; Dimitrij Hmeljak; James A Glazier
Journal:  Methods Cell Biol       Date:  2012       Impact factor: 1.441

5.  Simulation of postsynaptic glutamate receptors reveals critical features of glutamatergic transmission.

Authors:  Renaud Greget; Fabien Pernot; Jean-Marie C Bouteiller; Viviane Ghaderi; Sushmita Allam; Anne Florence Keller; Nicolas Ambert; Arnaud Legendre; Merdan Sarmis; Olivier Haeberle; Michel Faupel; Serge Bischoff; Theodore W Berger; Michel Baudry
Journal:  PLoS One       Date:  2011-12-15       Impact factor: 3.240

6.  The cell behavior ontology: describing the intrinsic biological behaviors of real and model cells seen as active agents.

Authors:  James P Sluka; Abbas Shirinifard; Maciej Swat; Alin Cosmanescu; Randy W Heiland; James A Glazier
Journal:  Bioinformatics       Date:  2014-04-22       Impact factor: 6.937

  6 in total

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