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Quantitative Systems Pharmacology Approaches Applied to Microphysiological Systems (MPS): Data Interpretation and Multi-MPS Integration
Our goal in developing Microphysiological Systems (MPS) technology is to provide an improved approach for more predictive preclinical drug discovery via a highly integrated experimental/computational paradigm. Success will require quantitative characterization of MPSs and mechanistic analysis of exp...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Ltd
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4625863/ https://www.ncbi.nlm.nih.gov/pubmed/26535159 http://dx.doi.org/10.1002/psp4.12010 |
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author | Yu, J Cilfone, NA Large, EM Sarkar, U Wishnok, JS Tannenbaum, SR Hughes, DJ Lauffenburger, DA Griffith, LG Stokes, CL Cirit, M |
author_facet | Yu, J Cilfone, NA Large, EM Sarkar, U Wishnok, JS Tannenbaum, SR Hughes, DJ Lauffenburger, DA Griffith, LG Stokes, CL Cirit, M |
author_sort | Yu, J |
collection | PubMed |
description | Our goal in developing Microphysiological Systems (MPS) technology is to provide an improved approach for more predictive preclinical drug discovery via a highly integrated experimental/computational paradigm. Success will require quantitative characterization of MPSs and mechanistic analysis of experimental findings sufficient to translate resulting insights from in vitro to in vivo. We describe herein a systems pharmacology approach to MPS development and utilization that incorporates more mechanistic detail than traditional pharmacokinetic/pharmacodynamic (PK/PD) models. A series of studies illustrates diverse facets of our approach. First, we demonstrate two case studies: a PK data analysis and an inflammation response––focused on a single MPS, the liver/immune MPS. Building on the single MPS modeling, a theoretical investigation of a four-MPS interactome then provides a quantitative way to consider several pharmacological concepts such as absorption, distribution, metabolism, and excretion in the design of multi-MPS interactome operation and experiments. |
format | Online Article Text |
id | pubmed-4625863 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | John Wiley & Sons, Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-46258632015-11-03 Quantitative Systems Pharmacology Approaches Applied to Microphysiological Systems (MPS): Data Interpretation and Multi-MPS Integration Yu, J Cilfone, NA Large, EM Sarkar, U Wishnok, JS Tannenbaum, SR Hughes, DJ Lauffenburger, DA Griffith, LG Stokes, CL Cirit, M CPT Pharmacometrics Syst Pharmacol Original Articles Our goal in developing Microphysiological Systems (MPS) technology is to provide an improved approach for more predictive preclinical drug discovery via a highly integrated experimental/computational paradigm. Success will require quantitative characterization of MPSs and mechanistic analysis of experimental findings sufficient to translate resulting insights from in vitro to in vivo. We describe herein a systems pharmacology approach to MPS development and utilization that incorporates more mechanistic detail than traditional pharmacokinetic/pharmacodynamic (PK/PD) models. A series of studies illustrates diverse facets of our approach. First, we demonstrate two case studies: a PK data analysis and an inflammation response––focused on a single MPS, the liver/immune MPS. Building on the single MPS modeling, a theoretical investigation of a four-MPS interactome then provides a quantitative way to consider several pharmacological concepts such as absorption, distribution, metabolism, and excretion in the design of multi-MPS interactome operation and experiments. John Wiley & Sons, Ltd 2015-10 2015-10-05 /pmc/articles/PMC4625863/ /pubmed/26535159 http://dx.doi.org/10.1002/psp4.12010 Text en © 2015 The Authors CPT: Pharmacometrics & Systems Pharmacology published by Wiley Periodicals, Inc. on behalf of American Society for Clinical Pharmacology and Therapeutics. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs 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 | Original Articles Yu, J Cilfone, NA Large, EM Sarkar, U Wishnok, JS Tannenbaum, SR Hughes, DJ Lauffenburger, DA Griffith, LG Stokes, CL Cirit, M Quantitative Systems Pharmacology Approaches Applied to Microphysiological Systems (MPS): Data Interpretation and Multi-MPS Integration |
title | Quantitative Systems Pharmacology Approaches Applied to Microphysiological Systems (MPS): Data Interpretation and Multi-MPS Integration |
title_full | Quantitative Systems Pharmacology Approaches Applied to Microphysiological Systems (MPS): Data Interpretation and Multi-MPS Integration |
title_fullStr | Quantitative Systems Pharmacology Approaches Applied to Microphysiological Systems (MPS): Data Interpretation and Multi-MPS Integration |
title_full_unstemmed | Quantitative Systems Pharmacology Approaches Applied to Microphysiological Systems (MPS): Data Interpretation and Multi-MPS Integration |
title_short | Quantitative Systems Pharmacology Approaches Applied to Microphysiological Systems (MPS): Data Interpretation and Multi-MPS Integration |
title_sort | quantitative systems pharmacology approaches applied to microphysiological systems (mps): data interpretation and multi-mps integration |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4625863/ https://www.ncbi.nlm.nih.gov/pubmed/26535159 http://dx.doi.org/10.1002/psp4.12010 |
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