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BioModelKit – An Integrative Framework for Multi-Scale Biomodel-Engineering

While high-throughput technology, advanced techniques in biochemistry and molecular biology have become increasingly powerful, the coherent interpretation of experimental results in an integrative context is still a challenge. BioModelKit (BMK) approaches this challenge by offering an integrative an...

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Autor principal: Blätke, Mary-Ann
Formato: Online Artículo Texto
Lenguaje:English
Publicado: De Gruyter 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6340123/
https://www.ncbi.nlm.nih.gov/pubmed/30205646
http://dx.doi.org/10.1515/jib-2018-0021
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author Blätke, Mary-Ann
author_facet Blätke, Mary-Ann
author_sort Blätke, Mary-Ann
collection PubMed
description While high-throughput technology, advanced techniques in biochemistry and molecular biology have become increasingly powerful, the coherent interpretation of experimental results in an integrative context is still a challenge. BioModelKit (BMK) approaches this challenge by offering an integrative and versatile framework for biomodel-engineering based on a modular modelling concept with the purpose: (i) to represent knowledge about molecular mechanisms by consistent executable sub-models (modules) given as Petri nets equipped with defined interfaces facilitating their reuse and recombination; (ii) to compose complex and integrative models from an ad hoc chosen set of modules including different omic and abstraction levels with the option to integrate spatial aspects; (iii) to promote the construction of alternative models by either the exchange of competing module versions or the algorithmic mutation of the composed model; and (iv) to offer concepts for (omic) data integration and integration of existing resources, and thus facilitate their reuse. BMK is accessible through a public web interface (www.biomodelkit.org), where users can interact with the modules stored in a database, and make use of the model composition features. BMK facilitates and encourages multi-scale model-driven predictions and hypotheses supporting experimental research in a multilateral exchange.
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spelling pubmed-63401232019-01-28 BioModelKit – An Integrative Framework for Multi-Scale Biomodel-Engineering Blätke, Mary-Ann J Integr Bioinform Research-Article While high-throughput technology, advanced techniques in biochemistry and molecular biology have become increasingly powerful, the coherent interpretation of experimental results in an integrative context is still a challenge. BioModelKit (BMK) approaches this challenge by offering an integrative and versatile framework for biomodel-engineering based on a modular modelling concept with the purpose: (i) to represent knowledge about molecular mechanisms by consistent executable sub-models (modules) given as Petri nets equipped with defined interfaces facilitating their reuse and recombination; (ii) to compose complex and integrative models from an ad hoc chosen set of modules including different omic and abstraction levels with the option to integrate spatial aspects; (iii) to promote the construction of alternative models by either the exchange of competing module versions or the algorithmic mutation of the composed model; and (iv) to offer concepts for (omic) data integration and integration of existing resources, and thus facilitate their reuse. BMK is accessible through a public web interface (www.biomodelkit.org), where users can interact with the modules stored in a database, and make use of the model composition features. BMK facilitates and encourages multi-scale model-driven predictions and hypotheses supporting experimental research in a multilateral exchange. De Gruyter 2018-09-06 /pmc/articles/PMC6340123/ /pubmed/30205646 http://dx.doi.org/10.1515/jib-2018-0021 Text en ©2018, Mary-Ann Blätke published by Walter de Gruyter GmbH, Berlin/Boston http://creativecommons.org/licenses/by-nc-nd/4.0 This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.
spellingShingle Research-Article
Blätke, Mary-Ann
BioModelKit – An Integrative Framework for Multi-Scale Biomodel-Engineering
title BioModelKit – An Integrative Framework for Multi-Scale Biomodel-Engineering
title_full BioModelKit – An Integrative Framework for Multi-Scale Biomodel-Engineering
title_fullStr BioModelKit – An Integrative Framework for Multi-Scale Biomodel-Engineering
title_full_unstemmed BioModelKit – An Integrative Framework for Multi-Scale Biomodel-Engineering
title_short BioModelKit – An Integrative Framework for Multi-Scale Biomodel-Engineering
title_sort biomodelkit – an integrative framework for multi-scale biomodel-engineering
topic Research-Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6340123/
https://www.ncbi.nlm.nih.gov/pubmed/30205646
http://dx.doi.org/10.1515/jib-2018-0021
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