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Pharmacokinetic/Pharmacodynamic Modeling of a Cell-Penetrating Peptide Phosphorodiamidate Morpholino Oligomer in mdx Mice
PURPOSE: Peptide-conjugated phosphorodiamidate morpholino oligomers (PPMOs) have shown promise in treating Duchenne muscular dystrophy (DMD). We evaluated a semi-mechanistic pharmacokinetic (PK) and pharmacodynamic (PD) model to capture the relationship between plasma and muscle tissue exposure/resp...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8602220/ https://www.ncbi.nlm.nih.gov/pubmed/34671920 http://dx.doi.org/10.1007/s11095-021-03118-5 |
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author | Mukashyaka, Marie Claire Wu, Chia-Ling Ha, Kristin Zhang, Jianbo Wood, Jenna Foley, Samantha Mastis, Bryan Jungels, Nino Sun, Huadong Shadid, Mohammad Harriman, Shawn Hadcock, John R. |
author_facet | Mukashyaka, Marie Claire Wu, Chia-Ling Ha, Kristin Zhang, Jianbo Wood, Jenna Foley, Samantha Mastis, Bryan Jungels, Nino Sun, Huadong Shadid, Mohammad Harriman, Shawn Hadcock, John R. |
author_sort | Mukashyaka, Marie Claire |
collection | PubMed |
description | PURPOSE: Peptide-conjugated phosphorodiamidate morpholino oligomers (PPMOs) have shown promise in treating Duchenne muscular dystrophy (DMD). We evaluated a semi-mechanistic pharmacokinetic (PK) and pharmacodynamic (PD) model to capture the relationship between plasma and muscle tissue exposure/response in mdx mice treated by mouse surrogate PPMO. METHODS: A single or repeated (every 4 weeks for 20 weeks) intravenous PPMO dose was administered to mdx mice (n = 6/timepoint). A PK/PD model was built to characterize data via sequential modeling. A 2-compartment model was used to describe plasma PK. A simultaneous tissue PK/PD model was subsequently developed: 2-compartment model to describe muscle PK; linked to an indirect response model describing stimulation of synthesis of skipped transcript, which was in turn linked to stimulation of synthesis of dystrophin protein expression. RESULTS: Model performance assessment via goodness-of-fit plots, visual predictive checks, and accurate parameter estimation indicated robust fits of plasma PK and muscle PK/PD data. The model estimated a PPMO tissue half-life of 5 days—a useful parameter in determining the longevity of PPMOs in tissue and their limited accumulation after multiple doses. Additionally, the model successfully described dystrophin expression after single dosing and associated protein accumulation after multiple dosing (increasing ~ twofold accumulation from the first to last dose). CONCLUSIONS: This first PK/PD model of a PPMO in a DMD disease model will help characterize and predict the time course of PK/PD biomarkers in mdx mice. Furthermore, the model framework can be used to develop clinical PK/PD models and can be extended to other exon-skipping therapies and species. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11095-021-03118-5. |
format | Online Article Text |
id | pubmed-8602220 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-86022202021-12-03 Pharmacokinetic/Pharmacodynamic Modeling of a Cell-Penetrating Peptide Phosphorodiamidate Morpholino Oligomer in mdx Mice Mukashyaka, Marie Claire Wu, Chia-Ling Ha, Kristin Zhang, Jianbo Wood, Jenna Foley, Samantha Mastis, Bryan Jungels, Nino Sun, Huadong Shadid, Mohammad Harriman, Shawn Hadcock, John R. Pharm Res Research Paper PURPOSE: Peptide-conjugated phosphorodiamidate morpholino oligomers (PPMOs) have shown promise in treating Duchenne muscular dystrophy (DMD). We evaluated a semi-mechanistic pharmacokinetic (PK) and pharmacodynamic (PD) model to capture the relationship between plasma and muscle tissue exposure/response in mdx mice treated by mouse surrogate PPMO. METHODS: A single or repeated (every 4 weeks for 20 weeks) intravenous PPMO dose was administered to mdx mice (n = 6/timepoint). A PK/PD model was built to characterize data via sequential modeling. A 2-compartment model was used to describe plasma PK. A simultaneous tissue PK/PD model was subsequently developed: 2-compartment model to describe muscle PK; linked to an indirect response model describing stimulation of synthesis of skipped transcript, which was in turn linked to stimulation of synthesis of dystrophin protein expression. RESULTS: Model performance assessment via goodness-of-fit plots, visual predictive checks, and accurate parameter estimation indicated robust fits of plasma PK and muscle PK/PD data. The model estimated a PPMO tissue half-life of 5 days—a useful parameter in determining the longevity of PPMOs in tissue and their limited accumulation after multiple doses. Additionally, the model successfully described dystrophin expression after single dosing and associated protein accumulation after multiple dosing (increasing ~ twofold accumulation from the first to last dose). CONCLUSIONS: This first PK/PD model of a PPMO in a DMD disease model will help characterize and predict the time course of PK/PD biomarkers in mdx mice. Furthermore, the model framework can be used to develop clinical PK/PD models and can be extended to other exon-skipping therapies and species. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11095-021-03118-5. Springer US 2021-10-20 2021 /pmc/articles/PMC8602220/ /pubmed/34671920 http://dx.doi.org/10.1007/s11095-021-03118-5 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 | Research Paper Mukashyaka, Marie Claire Wu, Chia-Ling Ha, Kristin Zhang, Jianbo Wood, Jenna Foley, Samantha Mastis, Bryan Jungels, Nino Sun, Huadong Shadid, Mohammad Harriman, Shawn Hadcock, John R. Pharmacokinetic/Pharmacodynamic Modeling of a Cell-Penetrating Peptide Phosphorodiamidate Morpholino Oligomer in mdx Mice |
title | Pharmacokinetic/Pharmacodynamic Modeling of a Cell-Penetrating Peptide Phosphorodiamidate Morpholino Oligomer in mdx Mice |
title_full | Pharmacokinetic/Pharmacodynamic Modeling of a Cell-Penetrating Peptide Phosphorodiamidate Morpholino Oligomer in mdx Mice |
title_fullStr | Pharmacokinetic/Pharmacodynamic Modeling of a Cell-Penetrating Peptide Phosphorodiamidate Morpholino Oligomer in mdx Mice |
title_full_unstemmed | Pharmacokinetic/Pharmacodynamic Modeling of a Cell-Penetrating Peptide Phosphorodiamidate Morpholino Oligomer in mdx Mice |
title_short | Pharmacokinetic/Pharmacodynamic Modeling of a Cell-Penetrating Peptide Phosphorodiamidate Morpholino Oligomer in mdx Mice |
title_sort | pharmacokinetic/pharmacodynamic modeling of a cell-penetrating peptide phosphorodiamidate morpholino oligomer in mdx mice |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8602220/ https://www.ncbi.nlm.nih.gov/pubmed/34671920 http://dx.doi.org/10.1007/s11095-021-03118-5 |
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