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The Multiscale Systems Immunology project: software for cell-based immunological simulation
BACKGROUND: Computer simulations are of increasing importance in modeling biological phenomena. Their purpose is to predict behavior and guide future experiments. The aim of this project is to model the early immune response to vaccination by an agent based immune response simulation that incorporat...
Autores principales: | , , , , |
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Formato: | Texto |
Lenguaje: | English |
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BioMed Central
2008
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2426691/ https://www.ncbi.nlm.nih.gov/pubmed/18442405 http://dx.doi.org/10.1186/1751-0473-3-6 |
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author | Mitha, Faheem Lucas, Timothy A Feng, Feng Kepler, Thomas B Chan, Cliburn |
author_facet | Mitha, Faheem Lucas, Timothy A Feng, Feng Kepler, Thomas B Chan, Cliburn |
author_sort | Mitha, Faheem |
collection | PubMed |
description | BACKGROUND: Computer simulations are of increasing importance in modeling biological phenomena. Their purpose is to predict behavior and guide future experiments. The aim of this project is to model the early immune response to vaccination by an agent based immune response simulation that incorporates realistic biophysics and intracellular dynamics, and which is sufficiently flexible to accurately model the multi-scale nature and complexity of the immune system, while maintaining the high performance critical to scientific computing. RESULTS: The Multiscale Systems Immunology (MSI) simulation framework is an object-oriented, modular simulation framework written in C++ and Python. The software implements a modular design that allows for flexible configuration of components and initialization of parameters, thus allowing simulations to be run that model processes occurring over different temporal and spatial scales. CONCLUSION: MSI addresses the need for a flexible and high-performing agent based model of the immune system. |
format | Text |
id | pubmed-2426691 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2008 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-24266912008-06-12 The Multiscale Systems Immunology project: software for cell-based immunological simulation Mitha, Faheem Lucas, Timothy A Feng, Feng Kepler, Thomas B Chan, Cliburn Source Code Biol Med Software Review BACKGROUND: Computer simulations are of increasing importance in modeling biological phenomena. Their purpose is to predict behavior and guide future experiments. The aim of this project is to model the early immune response to vaccination by an agent based immune response simulation that incorporates realistic biophysics and intracellular dynamics, and which is sufficiently flexible to accurately model the multi-scale nature and complexity of the immune system, while maintaining the high performance critical to scientific computing. RESULTS: The Multiscale Systems Immunology (MSI) simulation framework is an object-oriented, modular simulation framework written in C++ and Python. The software implements a modular design that allows for flexible configuration of components and initialization of parameters, thus allowing simulations to be run that model processes occurring over different temporal and spatial scales. CONCLUSION: MSI addresses the need for a flexible and high-performing agent based model of the immune system. BioMed Central 2008-04-28 /pmc/articles/PMC2426691/ /pubmed/18442405 http://dx.doi.org/10.1186/1751-0473-3-6 Text en Copyright © 2008 Mitha et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Software Review Mitha, Faheem Lucas, Timothy A Feng, Feng Kepler, Thomas B Chan, Cliburn The Multiscale Systems Immunology project: software for cell-based immunological simulation |
title | The Multiscale Systems Immunology project: software for cell-based immunological simulation |
title_full | The Multiscale Systems Immunology project: software for cell-based immunological simulation |
title_fullStr | The Multiscale Systems Immunology project: software for cell-based immunological simulation |
title_full_unstemmed | The Multiscale Systems Immunology project: software for cell-based immunological simulation |
title_short | The Multiscale Systems Immunology project: software for cell-based immunological simulation |
title_sort | multiscale systems immunology project: software for cell-based immunological simulation |
topic | Software Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2426691/ https://www.ncbi.nlm.nih.gov/pubmed/18442405 http://dx.doi.org/10.1186/1751-0473-3-6 |
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