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Pharmacometrics meets statistics—A synergy for modern drug development
Modern drug development problems are very complex and require integration of various scientific fields. Traditionally, statistical methods have been the primary tool for design and analysis of clinical trials. Increasingly, pharmacometric approaches using physiology‐based drug and disease models are...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8520751/ https://www.ncbi.nlm.nih.gov/pubmed/34318621 http://dx.doi.org/10.1002/psp4.12696 |
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author | Ryeznik, Yevgen Sverdlov, Oleksandr Svensson, Elin M. Montepiedra, Grace Hooker, Andrew C. Wong, Weng Kee |
author_facet | Ryeznik, Yevgen Sverdlov, Oleksandr Svensson, Elin M. Montepiedra, Grace Hooker, Andrew C. Wong, Weng Kee |
author_sort | Ryeznik, Yevgen |
collection | PubMed |
description | Modern drug development problems are very complex and require integration of various scientific fields. Traditionally, statistical methods have been the primary tool for design and analysis of clinical trials. Increasingly, pharmacometric approaches using physiology‐based drug and disease models are applied in this context. In this paper, we show that statistics and pharmacometrics have more in common than what keeps them apart, and collectively, the synergy from these two quantitative disciplines can provide greater advances in clinical research and development, resulting in novel and more effective medicines to patients with medical need. |
format | Online Article Text |
id | pubmed-8520751 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85207512021-10-25 Pharmacometrics meets statistics—A synergy for modern drug development Ryeznik, Yevgen Sverdlov, Oleksandr Svensson, Elin M. Montepiedra, Grace Hooker, Andrew C. Wong, Weng Kee CPT Pharmacometrics Syst Pharmacol Tutorial Modern drug development problems are very complex and require integration of various scientific fields. Traditionally, statistical methods have been the primary tool for design and analysis of clinical trials. Increasingly, pharmacometric approaches using physiology‐based drug and disease models are applied in this context. In this paper, we show that statistics and pharmacometrics have more in common than what keeps them apart, and collectively, the synergy from these two quantitative disciplines can provide greater advances in clinical research and development, resulting in novel and more effective medicines to patients with medical need. John Wiley and Sons Inc. 2021-08-19 2021-10 /pmc/articles/PMC8520751/ /pubmed/34318621 http://dx.doi.org/10.1002/psp4.12696 Text en © 2021 The Authors. CPT: Pharmacometrics & Systems Pharmacology published by Wiley Periodicals LLC on behalf of American Society for Clinical Pharmacology and Therapeutics https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://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 | Tutorial Ryeznik, Yevgen Sverdlov, Oleksandr Svensson, Elin M. Montepiedra, Grace Hooker, Andrew C. Wong, Weng Kee Pharmacometrics meets statistics—A synergy for modern drug development |
title | Pharmacometrics meets statistics—A synergy for modern drug development |
title_full | Pharmacometrics meets statistics—A synergy for modern drug development |
title_fullStr | Pharmacometrics meets statistics—A synergy for modern drug development |
title_full_unstemmed | Pharmacometrics meets statistics—A synergy for modern drug development |
title_short | Pharmacometrics meets statistics—A synergy for modern drug development |
title_sort | pharmacometrics meets statistics—a synergy for modern drug development |
topic | Tutorial |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8520751/ https://www.ncbi.nlm.nih.gov/pubmed/34318621 http://dx.doi.org/10.1002/psp4.12696 |
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