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Executable biochemical space for specification and analysis of biochemical systems

Computational systems biology provides multiple formalisms for modelling of biochemical processes among which the rule-based approach is one of the most suitable. Its main advantage is a compact and precise mechanistic description of complex processes. However, state-of-the-art rule-based languages...

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Autores principales: Troják, Matej, Šafránek, David, Mertová, Lukrécia, Brim, Luboš
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7485897/
https://www.ncbi.nlm.nih.gov/pubmed/32915842
http://dx.doi.org/10.1371/journal.pone.0238838
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author Troják, Matej
Šafránek, David
Mertová, Lukrécia
Brim, Luboš
author_facet Troják, Matej
Šafránek, David
Mertová, Lukrécia
Brim, Luboš
author_sort Troják, Matej
collection PubMed
description Computational systems biology provides multiple formalisms for modelling of biochemical processes among which the rule-based approach is one of the most suitable. Its main advantage is a compact and precise mechanistic description of complex processes. However, state-of-the-art rule-based languages still suffer several shortcomings that limit their use in practice. In particular, the elementary (low-level) syntax and semantics of rule-based languages complicate model construction and maintenance for users outside computer science. On the other hand, mathematical models based on differential equations (ODEs) still make the most typical used modelling framework. In consequence, robust re-interpretation and integration of models are difficult, thus making the systems biology paradigm technically challenging. Though several high-level languages have been developed at the top of rule-based principles, none of them provides a satisfactory and complete solution for semi-automated description and annotation of heterogeneous biophysical processes integrated at the cellular level. We present the second generation of a rule-based language called Biochemical Space Language (BCSL) that combines the advantages of different approaches and thus makes an effort to overcome several problems of existing solutions. BCSL relies on the formal basis of the rule-based methodology while preserving user-friendly syntax of plain chemical equations. BCSL combines the following aspects: the level of abstraction that hides structural and quantitative details but yet gives a precise mechanistic view of systems dynamics; executable semantics allowing formal analysis and consistency checking at the level of the language; universality allowing the integration of different biochemical mechanisms; scalability and compactness of the specification; hierarchical specification and composability of chemical entities; and support for genome-scale annotation.
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spelling pubmed-74858972020-09-21 Executable biochemical space for specification and analysis of biochemical systems Troják, Matej Šafránek, David Mertová, Lukrécia Brim, Luboš PLoS One Research Article Computational systems biology provides multiple formalisms for modelling of biochemical processes among which the rule-based approach is one of the most suitable. Its main advantage is a compact and precise mechanistic description of complex processes. However, state-of-the-art rule-based languages still suffer several shortcomings that limit their use in practice. In particular, the elementary (low-level) syntax and semantics of rule-based languages complicate model construction and maintenance for users outside computer science. On the other hand, mathematical models based on differential equations (ODEs) still make the most typical used modelling framework. In consequence, robust re-interpretation and integration of models are difficult, thus making the systems biology paradigm technically challenging. Though several high-level languages have been developed at the top of rule-based principles, none of them provides a satisfactory and complete solution for semi-automated description and annotation of heterogeneous biophysical processes integrated at the cellular level. We present the second generation of a rule-based language called Biochemical Space Language (BCSL) that combines the advantages of different approaches and thus makes an effort to overcome several problems of existing solutions. BCSL relies on the formal basis of the rule-based methodology while preserving user-friendly syntax of plain chemical equations. BCSL combines the following aspects: the level of abstraction that hides structural and quantitative details but yet gives a precise mechanistic view of systems dynamics; executable semantics allowing formal analysis and consistency checking at the level of the language; universality allowing the integration of different biochemical mechanisms; scalability and compactness of the specification; hierarchical specification and composability of chemical entities; and support for genome-scale annotation. Public Library of Science 2020-09-11 /pmc/articles/PMC7485897/ /pubmed/32915842 http://dx.doi.org/10.1371/journal.pone.0238838 Text en © 2020 Troják et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Troják, Matej
Šafránek, David
Mertová, Lukrécia
Brim, Luboš
Executable biochemical space for specification and analysis of biochemical systems
title Executable biochemical space for specification and analysis of biochemical systems
title_full Executable biochemical space for specification and analysis of biochemical systems
title_fullStr Executable biochemical space for specification and analysis of biochemical systems
title_full_unstemmed Executable biochemical space for specification and analysis of biochemical systems
title_short Executable biochemical space for specification and analysis of biochemical systems
title_sort executable biochemical space for specification and analysis of biochemical systems
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7485897/
https://www.ncbi.nlm.nih.gov/pubmed/32915842
http://dx.doi.org/10.1371/journal.pone.0238838
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