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Development and evaluation of physiologically based pharmacokinetic drug-disease models for predicting captopril pharmacokinetics in chronic diseases
The advancement in the processing speeds of computing machines has facilitated the development of complex physiologically based pharmacokinetic (PBPK) models. These PBPK models can incorporate disease-specific data and could be used to predict pharmacokinetics (PK) of administered drugs in different...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8060346/ https://www.ncbi.nlm.nih.gov/pubmed/33883647 http://dx.doi.org/10.1038/s41598-021-88154-2 |
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author | Rasool, Muhammad F. Ali, Shazia Khalid, Sundus Khalid, Ramsha Majeed, Abdul Imran, Imran Saeed, Hamid Usman, Muhammad Ali, Mohsin Alali, Amer S. AlAsmari, Abdullah F. Ali, Nemat Asiri, Ali Mohammed Alasmari, Fawaz Alqahtani, Faleh |
author_facet | Rasool, Muhammad F. Ali, Shazia Khalid, Sundus Khalid, Ramsha Majeed, Abdul Imran, Imran Saeed, Hamid Usman, Muhammad Ali, Mohsin Alali, Amer S. AlAsmari, Abdullah F. Ali, Nemat Asiri, Ali Mohammed Alasmari, Fawaz Alqahtani, Faleh |
author_sort | Rasool, Muhammad F. |
collection | PubMed |
description | The advancement in the processing speeds of computing machines has facilitated the development of complex physiologically based pharmacokinetic (PBPK) models. These PBPK models can incorporate disease-specific data and could be used to predict pharmacokinetics (PK) of administered drugs in different chronic conditions. The present study aimed to develop and evaluate PBPK drug-disease models for captopril after incorporating relevant pathophysiological changes occurring in adult chronic kidney disease (CKD) and chronic heart failure (CHF) populations. The population-based PBPK simulator Simcyp was used as a modeling and simulation platform. The visual predictive checks and mean observed/predicted ratios (ratio((Obs/pred))) of the PK parameters were used for model evaluation. The developed disease models were successful in predicting captopril PK in all three stages of CKD (mild, moderate, and severe) and CHF, as the observed and predicted PK profiles and the ratio((obs/pred)) for the PK parameters were in close agreement. The developed captopril PBPK models can assist in tailoring captopril dosages in patients with different disease severity (CKD and CHF). |
format | Online Article Text |
id | pubmed-8060346 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-80603462021-04-23 Development and evaluation of physiologically based pharmacokinetic drug-disease models for predicting captopril pharmacokinetics in chronic diseases Rasool, Muhammad F. Ali, Shazia Khalid, Sundus Khalid, Ramsha Majeed, Abdul Imran, Imran Saeed, Hamid Usman, Muhammad Ali, Mohsin Alali, Amer S. AlAsmari, Abdullah F. Ali, Nemat Asiri, Ali Mohammed Alasmari, Fawaz Alqahtani, Faleh Sci Rep Article The advancement in the processing speeds of computing machines has facilitated the development of complex physiologically based pharmacokinetic (PBPK) models. These PBPK models can incorporate disease-specific data and could be used to predict pharmacokinetics (PK) of administered drugs in different chronic conditions. The present study aimed to develop and evaluate PBPK drug-disease models for captopril after incorporating relevant pathophysiological changes occurring in adult chronic kidney disease (CKD) and chronic heart failure (CHF) populations. The population-based PBPK simulator Simcyp was used as a modeling and simulation platform. The visual predictive checks and mean observed/predicted ratios (ratio((Obs/pred))) of the PK parameters were used for model evaluation. The developed disease models were successful in predicting captopril PK in all three stages of CKD (mild, moderate, and severe) and CHF, as the observed and predicted PK profiles and the ratio((obs/pred)) for the PK parameters were in close agreement. The developed captopril PBPK models can assist in tailoring captopril dosages in patients with different disease severity (CKD and CHF). Nature Publishing Group UK 2021-04-21 /pmc/articles/PMC8060346/ /pubmed/33883647 http://dx.doi.org/10.1038/s41598-021-88154-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Rasool, Muhammad F. Ali, Shazia Khalid, Sundus Khalid, Ramsha Majeed, Abdul Imran, Imran Saeed, Hamid Usman, Muhammad Ali, Mohsin Alali, Amer S. AlAsmari, Abdullah F. Ali, Nemat Asiri, Ali Mohammed Alasmari, Fawaz Alqahtani, Faleh Development and evaluation of physiologically based pharmacokinetic drug-disease models for predicting captopril pharmacokinetics in chronic diseases |
title | Development and evaluation of physiologically based pharmacokinetic drug-disease models for predicting captopril pharmacokinetics in chronic diseases |
title_full | Development and evaluation of physiologically based pharmacokinetic drug-disease models for predicting captopril pharmacokinetics in chronic diseases |
title_fullStr | Development and evaluation of physiologically based pharmacokinetic drug-disease models for predicting captopril pharmacokinetics in chronic diseases |
title_full_unstemmed | Development and evaluation of physiologically based pharmacokinetic drug-disease models for predicting captopril pharmacokinetics in chronic diseases |
title_short | Development and evaluation of physiologically based pharmacokinetic drug-disease models for predicting captopril pharmacokinetics in chronic diseases |
title_sort | development and evaluation of physiologically based pharmacokinetic drug-disease models for predicting captopril pharmacokinetics in chronic diseases |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8060346/ https://www.ncbi.nlm.nih.gov/pubmed/33883647 http://dx.doi.org/10.1038/s41598-021-88154-2 |
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