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gPKPDSim: a SimBiology(®)-based GUI application for PKPD modeling in drug development

Modeling and simulation (M&S) is increasingly used in drug development to characterize pharmacokinetic-pharmacodynamic (PKPD) relationships and support various efforts such as target feasibility assessment, molecule selection, human PK projection, and preclinical and clinical dose and schedule d...

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Autores principales: Hosseini, Iraj, Gajjala, Anita, Bumbaca Yadav, Daniela, Sukumaran, Siddharth, Ramanujan, Saroja, Paxson, Ricardo, Gadkar, Kapil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5845055/
https://www.ncbi.nlm.nih.gov/pubmed/29302838
http://dx.doi.org/10.1007/s10928-017-9562-9
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author Hosseini, Iraj
Gajjala, Anita
Bumbaca Yadav, Daniela
Sukumaran, Siddharth
Ramanujan, Saroja
Paxson, Ricardo
Gadkar, Kapil
author_facet Hosseini, Iraj
Gajjala, Anita
Bumbaca Yadav, Daniela
Sukumaran, Siddharth
Ramanujan, Saroja
Paxson, Ricardo
Gadkar, Kapil
author_sort Hosseini, Iraj
collection PubMed
description Modeling and simulation (M&S) is increasingly used in drug development to characterize pharmacokinetic-pharmacodynamic (PKPD) relationships and support various efforts such as target feasibility assessment, molecule selection, human PK projection, and preclinical and clinical dose and schedule determination. While model development typically require mathematical modeling expertise, model exploration and simulations could in many cases be performed by scientists in various disciplines to support the design, analysis and interpretation of experimental studies. To this end, we have developed a versatile graphical user interface (GUI) application to enable easy use of any model constructed in SimBiology(®) to execute various common PKPD analyses. The MATLAB(®)-based GUI application, called gPKPDSim, has a single screen interface and provides functionalities including simulation, data fitting (parameter estimation), population simulation (exploring the impact of parameter variability on the outputs of interest), and non-compartmental PK analysis. Further, gPKPDSim is a user-friendly tool with capabilities including interactive visualization, exporting of results and generation of presentation-ready figures. gPKPDSim was designed primarily for use in preclinical and translational drug development, although broader applications exist. gPKPDSim is a MATLAB(®)-based open-source application and is publicly available to download from MATLAB(®) Central™. We illustrate the use and features of gPKPDSim using multiple PKPD models to demonstrate the wide applications of this tool in pharmaceutical sciences. Overall, gPKPDSim provides an integrated, multi-purpose user-friendly GUI application to enable efficient use of PKPD models by scientists from various disciplines, regardless of their modeling expertise. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s10928-017-9562-9) contains supplementary material, which is available to authorized users.
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spelling pubmed-58450552018-03-19 gPKPDSim: a SimBiology(®)-based GUI application for PKPD modeling in drug development Hosseini, Iraj Gajjala, Anita Bumbaca Yadav, Daniela Sukumaran, Siddharth Ramanujan, Saroja Paxson, Ricardo Gadkar, Kapil J Pharmacokinet Pharmacodyn Original Paper Modeling and simulation (M&S) is increasingly used in drug development to characterize pharmacokinetic-pharmacodynamic (PKPD) relationships and support various efforts such as target feasibility assessment, molecule selection, human PK projection, and preclinical and clinical dose and schedule determination. While model development typically require mathematical modeling expertise, model exploration and simulations could in many cases be performed by scientists in various disciplines to support the design, analysis and interpretation of experimental studies. To this end, we have developed a versatile graphical user interface (GUI) application to enable easy use of any model constructed in SimBiology(®) to execute various common PKPD analyses. The MATLAB(®)-based GUI application, called gPKPDSim, has a single screen interface and provides functionalities including simulation, data fitting (parameter estimation), population simulation (exploring the impact of parameter variability on the outputs of interest), and non-compartmental PK analysis. Further, gPKPDSim is a user-friendly tool with capabilities including interactive visualization, exporting of results and generation of presentation-ready figures. gPKPDSim was designed primarily for use in preclinical and translational drug development, although broader applications exist. gPKPDSim is a MATLAB(®)-based open-source application and is publicly available to download from MATLAB(®) Central™. We illustrate the use and features of gPKPDSim using multiple PKPD models to demonstrate the wide applications of this tool in pharmaceutical sciences. Overall, gPKPDSim provides an integrated, multi-purpose user-friendly GUI application to enable efficient use of PKPD models by scientists from various disciplines, regardless of their modeling expertise. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s10928-017-9562-9) contains supplementary material, which is available to authorized users. Springer US 2018-01-04 2018 /pmc/articles/PMC5845055/ /pubmed/29302838 http://dx.doi.org/10.1007/s10928-017-9562-9 Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Original Paper
Hosseini, Iraj
Gajjala, Anita
Bumbaca Yadav, Daniela
Sukumaran, Siddharth
Ramanujan, Saroja
Paxson, Ricardo
Gadkar, Kapil
gPKPDSim: a SimBiology(®)-based GUI application for PKPD modeling in drug development
title gPKPDSim: a SimBiology(®)-based GUI application for PKPD modeling in drug development
title_full gPKPDSim: a SimBiology(®)-based GUI application for PKPD modeling in drug development
title_fullStr gPKPDSim: a SimBiology(®)-based GUI application for PKPD modeling in drug development
title_full_unstemmed gPKPDSim: a SimBiology(®)-based GUI application for PKPD modeling in drug development
title_short gPKPDSim: a SimBiology(®)-based GUI application for PKPD modeling in drug development
title_sort gpkpdsim: a simbiology(®)-based gui application for pkpd modeling in drug development
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5845055/
https://www.ncbi.nlm.nih.gov/pubmed/29302838
http://dx.doi.org/10.1007/s10928-017-9562-9
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