Literature DB >> 26504142

Pycellerator: an arrow-based reaction-like modelling language for biological simulations.

Bruce E Shapiro1, Eric Mjolsness2.   

Abstract

MOTIVATION: We introduce Pycellerator, a Python library for reading Cellerator arrow notation from standard text files, conversion to differential equations, generating stand-alone Python solvers, and optionally running and plotting the solutions. All of the original Cellerator arrows, which represent reactions ranging from mass action, Michales-Menten-Henri (MMH) and Gene-Regulation (GRN) to Monod-Wyman-Changeaux (MWC), user defined reactions and enzymatic expansions (KMech), were previously represented with the Mathematica extended character set. These are now typed as reaction-like commands in ASCII text files that are read by Pycellerator, which includes a Python command line interface (CLI), a Python application programming interface (API) and an iPython notebook interface.
RESULTS: Cellerator reaction arrows are now input in text files. The arrows are parsed by Pycellerator and translated into differential equations in Python, and Python code is automatically generated to solve the system. Time courses are produced by executing the auto-generated Python code. Users have full freedom to modify the solver and utilize the complete set of standard Python tools. The new libraries are completely independent of the old Cellerator software and do not require Mathematica.
AVAILABILITY AND IMPLEMENTATION: All software is available (GPL) from the github repository at https://github.com/biomathman/pycellerator/releases. Details, including installation instructions and a glossary of acronyms and terms, are given in the Supplementary information.
© The Author 2015. Published by Oxford University Press. All rights reserved. For Permissions, please e-mail: journals.permissions@oup.com.

Mesh:

Year:  2015        PMID: 26504142      PMCID: PMC5963356          DOI: 10.1093/bioinformatics/btv596

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  11 in total

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Journal:  Bioinformatics       Date:  2003-03-01       Impact factor: 6.937

3.  Cellerator: extending a computer algebra system to include biochemical arrows for signal transduction simulations.

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Journal:  Bioinformatics       Date:  2004-10-27       Impact factor: 6.937

6.  Ultrasensitivity in the mitogen-activated protein kinase cascade.

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9.  Programming biological models in Python using PySB.

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  1 in total

1.  Prospects for Declarative Mathematical Modeling of Complex Biological Systems.

Authors:  Eric Mjolsness
Journal:  Bull Math Biol       Date:  2019-06-07       Impact factor: 1.758

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