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Reproducibility of Quantitative Systems Pharmacology Models: Current Challenges and Future Opportunities

The provision of model code is required for publication in CPT: Pharmacometrics & Systems Pharmacology, enabling quantitative systems pharmacology (QSP) model availability. A searchable repository of published QSP models would enhance model accessibility. We assess the feasibility of establishin...

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Detalles Bibliográficos
Autores principales: Kirouac, Daniel C., Cicali, Brian, Schmidt, Stephan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6482280/
https://www.ncbi.nlm.nih.gov/pubmed/30697975
http://dx.doi.org/10.1002/psp4.12390
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author Kirouac, Daniel C.
Cicali, Brian
Schmidt, Stephan
author_facet Kirouac, Daniel C.
Cicali, Brian
Schmidt, Stephan
author_sort Kirouac, Daniel C.
collection PubMed
description The provision of model code is required for publication in CPT: Pharmacometrics & Systems Pharmacology, enabling quantitative systems pharmacology (QSP) model availability. A searchable repository of published QSP models would enhance model accessibility. We assess the feasibility of establishing such a resource based on 18 QSP models published in this journal. However, because of the diversity of software platforms (nine), file formats, and functionality, such a resource is premature. We evaluated 12 of the models (those coded in R, PK‐Sim/MoBi, and MATLAB) for functionality. Of the 12, only 4 were executable in that figures from the associated manuscript could be generated via a “run” script. Many researchers are aware of the challenges involved in repurposing published models. We offer some ideas to enable model sharing going forward, including annotation guidelines, standardized formats, and the inclusion of “run” scripts. If practitioners can agree to some minimum standards for the provision of model code, model reuse and extension would be accelerated.
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spelling pubmed-64822802019-05-02 Reproducibility of Quantitative Systems Pharmacology Models: Current Challenges and Future Opportunities Kirouac, Daniel C. Cicali, Brian Schmidt, Stephan CPT Pharmacometrics Syst Pharmacol Review The provision of model code is required for publication in CPT: Pharmacometrics & Systems Pharmacology, enabling quantitative systems pharmacology (QSP) model availability. A searchable repository of published QSP models would enhance model accessibility. We assess the feasibility of establishing such a resource based on 18 QSP models published in this journal. However, because of the diversity of software platforms (nine), file formats, and functionality, such a resource is premature. We evaluated 12 of the models (those coded in R, PK‐Sim/MoBi, and MATLAB) for functionality. Of the 12, only 4 were executable in that figures from the associated manuscript could be generated via a “run” script. Many researchers are aware of the challenges involved in repurposing published models. We offer some ideas to enable model sharing going forward, including annotation guidelines, standardized formats, and the inclusion of “run” scripts. If practitioners can agree to some minimum standards for the provision of model code, model reuse and extension would be accelerated. John Wiley and Sons Inc. 2019-03-03 2019-04 /pmc/articles/PMC6482280/ /pubmed/30697975 http://dx.doi.org/10.1002/psp4.12390 Text en © 2019 The Authors CPT: Pharmacometrics & Systems Pharmacology published by Wiley Periodicals, Inc. on behalf of the American Society for Clinical Pharmacology and Therapeutics. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Review
Kirouac, Daniel C.
Cicali, Brian
Schmidt, Stephan
Reproducibility of Quantitative Systems Pharmacology Models: Current Challenges and Future Opportunities
title Reproducibility of Quantitative Systems Pharmacology Models: Current Challenges and Future Opportunities
title_full Reproducibility of Quantitative Systems Pharmacology Models: Current Challenges and Future Opportunities
title_fullStr Reproducibility of Quantitative Systems Pharmacology Models: Current Challenges and Future Opportunities
title_full_unstemmed Reproducibility of Quantitative Systems Pharmacology Models: Current Challenges and Future Opportunities
title_short Reproducibility of Quantitative Systems Pharmacology Models: Current Challenges and Future Opportunities
title_sort reproducibility of quantitative systems pharmacology models: current challenges and future opportunities
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6482280/
https://www.ncbi.nlm.nih.gov/pubmed/30697975
http://dx.doi.org/10.1002/psp4.12390
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