Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Ryeznik, Yevgen, Sverdlov, Oleksandr, Svensson, Elin M., Montepiedra, Grace, Hooker, Andrew C., Wong, Weng Kee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
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
_version_ 1784584736422756352
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
work_keys_str_mv AT ryeznikyevgen pharmacometricsmeetsstatisticsasynergyformoderndrugdevelopment
AT sverdlovoleksandr pharmacometricsmeetsstatisticsasynergyformoderndrugdevelopment
AT svenssonelinm pharmacometricsmeetsstatisticsasynergyformoderndrugdevelopment
AT montepiedragrace pharmacometricsmeetsstatisticsasynergyformoderndrugdevelopment
AT hookerandrewc pharmacometricsmeetsstatisticsasynergyformoderndrugdevelopment
AT wongwengkee pharmacometricsmeetsstatisticsasynergyformoderndrugdevelopment