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Reproducibility and FAIR principles: the case of a segment polarity network model
The issue of reproducibility of computational models and the related FAIR principles (findable, accessible, interoperable, and reusable) are examined in a specific test case. I analyze a computational model of the segment polarity network in Drosophila embryos published in 2000. Despite the high num...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10279958/ https://www.ncbi.nlm.nih.gov/pubmed/37346177 http://dx.doi.org/10.3389/fcell.2023.1201673 |
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author | Mendes, Pedro |
author_facet | Mendes, Pedro |
author_sort | Mendes, Pedro |
collection | PubMed |
description | The issue of reproducibility of computational models and the related FAIR principles (findable, accessible, interoperable, and reusable) are examined in a specific test case. I analyze a computational model of the segment polarity network in Drosophila embryos published in 2000. Despite the high number of citations to this publication, 23 years later the model is barely accessible, and consequently not interoperable. Following the text of the original publication allowed successfully encoding the model for the open source software COPASI. Subsequently saving the model in the SBML format allowed it to be reused in other open source software packages. Submission of this SBML encoding of the model to the BioModels database enables its findability and accessibility. This demonstrates how the FAIR principles can be successfully enabled by using open source software, widely adopted standards, and public repositories, facilitating reproducibility and reuse of computational cell biology models that will outlive the specific software used. |
format | Online Article Text |
id | pubmed-10279958 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102799582023-06-21 Reproducibility and FAIR principles: the case of a segment polarity network model Mendes, Pedro Front Cell Dev Biol Cell and Developmental Biology The issue of reproducibility of computational models and the related FAIR principles (findable, accessible, interoperable, and reusable) are examined in a specific test case. I analyze a computational model of the segment polarity network in Drosophila embryos published in 2000. Despite the high number of citations to this publication, 23 years later the model is barely accessible, and consequently not interoperable. Following the text of the original publication allowed successfully encoding the model for the open source software COPASI. Subsequently saving the model in the SBML format allowed it to be reused in other open source software packages. Submission of this SBML encoding of the model to the BioModels database enables its findability and accessibility. This demonstrates how the FAIR principles can be successfully enabled by using open source software, widely adopted standards, and public repositories, facilitating reproducibility and reuse of computational cell biology models that will outlive the specific software used. Frontiers Media S.A. 2023-06-06 /pmc/articles/PMC10279958/ /pubmed/37346177 http://dx.doi.org/10.3389/fcell.2023.1201673 Text en Copyright © 2023 Mendes. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cell and Developmental Biology Mendes, Pedro Reproducibility and FAIR principles: the case of a segment polarity network model |
title | Reproducibility and FAIR principles: the case of a segment polarity network model |
title_full | Reproducibility and FAIR principles: the case of a segment polarity network model |
title_fullStr | Reproducibility and FAIR principles: the case of a segment polarity network model |
title_full_unstemmed | Reproducibility and FAIR principles: the case of a segment polarity network model |
title_short | Reproducibility and FAIR principles: the case of a segment polarity network model |
title_sort | reproducibility and fair principles: the case of a segment polarity network model |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10279958/ https://www.ncbi.nlm.nih.gov/pubmed/37346177 http://dx.doi.org/10.3389/fcell.2023.1201673 |
work_keys_str_mv | AT mendespedro reproducibilityandfairprinciplesthecaseofasegmentpolaritynetworkmodel |