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A Quantitative Systems Pharmacology Model of Gaucher Disease Type 1 Provides Mechanistic Insight Into the Response to Substrate Reduction Therapy With Eliglustat
Gaucher’s disease type 1 (GD1) leads to significant morbidity and mortality through clinical manifestations, such as splenomegaly, hematological complications, and bone disease. Two types of therapies are currently approved for GD1: enzyme replacement therapy (ERT), and substrate reduction therapy (...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7376290/ https://www.ncbi.nlm.nih.gov/pubmed/32558397 http://dx.doi.org/10.1002/psp4.12506 |
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author | Abrams, Ruth Kaddi, Chanchala D. Tao, Mengdi Leiser, Randolph J. Simoni, Giulia Reali, Federico Tolsma, John Jasper, Paul van Rijn, Zachary Li, Jing Niesner, Bradley Barrett, Jeffrey S. Marchetti, Luca Peterschmitt, M. Judith Azer, Karim Neves‐Zaph, Susana |
author_facet | Abrams, Ruth Kaddi, Chanchala D. Tao, Mengdi Leiser, Randolph J. Simoni, Giulia Reali, Federico Tolsma, John Jasper, Paul van Rijn, Zachary Li, Jing Niesner, Bradley Barrett, Jeffrey S. Marchetti, Luca Peterschmitt, M. Judith Azer, Karim Neves‐Zaph, Susana |
author_sort | Abrams, Ruth |
collection | PubMed |
description | Gaucher’s disease type 1 (GD1) leads to significant morbidity and mortality through clinical manifestations, such as splenomegaly, hematological complications, and bone disease. Two types of therapies are currently approved for GD1: enzyme replacement therapy (ERT), and substrate reduction therapy (SRT). In this study, we have developed a quantitative systems pharmacology (QSP) model, which recapitulates the effects of eliglustat, the only first‐line SRT approved for GD1, on treatment‐naïve or patients with ERT‐stabilized adult GD1. This multiscale model represents the mechanism of action of eliglustat that leads toward reduction of spleen volume. Model capabilities were illustrated through the application of the model to predict ERT and eliglustat responses in virtual populations of adult patients with GD1, representing patients across a spectrum of disease severity as defined by genotype‐phenotype relationships. In summary, the QSP model provides a mechanistic computational platform for predicting treatment response via different modalities within the heterogeneous GD1 patient population. |
format | Online Article Text |
id | pubmed-7376290 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-73762902020-07-23 A Quantitative Systems Pharmacology Model of Gaucher Disease Type 1 Provides Mechanistic Insight Into the Response to Substrate Reduction Therapy With Eliglustat Abrams, Ruth Kaddi, Chanchala D. Tao, Mengdi Leiser, Randolph J. Simoni, Giulia Reali, Federico Tolsma, John Jasper, Paul van Rijn, Zachary Li, Jing Niesner, Bradley Barrett, Jeffrey S. Marchetti, Luca Peterschmitt, M. Judith Azer, Karim Neves‐Zaph, Susana CPT Pharmacometrics Syst Pharmacol Research Articles Gaucher’s disease type 1 (GD1) leads to significant morbidity and mortality through clinical manifestations, such as splenomegaly, hematological complications, and bone disease. Two types of therapies are currently approved for GD1: enzyme replacement therapy (ERT), and substrate reduction therapy (SRT). In this study, we have developed a quantitative systems pharmacology (QSP) model, which recapitulates the effects of eliglustat, the only first‐line SRT approved for GD1, on treatment‐naïve or patients with ERT‐stabilized adult GD1. This multiscale model represents the mechanism of action of eliglustat that leads toward reduction of spleen volume. Model capabilities were illustrated through the application of the model to predict ERT and eliglustat responses in virtual populations of adult patients with GD1, representing patients across a spectrum of disease severity as defined by genotype‐phenotype relationships. In summary, the QSP model provides a mechanistic computational platform for predicting treatment response via different modalities within the heterogeneous GD1 patient population. John Wiley and Sons Inc. 2020-06-19 2020-07 /pmc/articles/PMC7376290/ /pubmed/32558397 http://dx.doi.org/10.1002/psp4.12506 Text en © 2020 Sanofi U.S. CPT: Pharmacometrics & Systems Pharmacology published by Wiley Periodicals, Inc. on behalf of the American Society for Clinical Pharmacology and Therapeutics. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Research Articles Abrams, Ruth Kaddi, Chanchala D. Tao, Mengdi Leiser, Randolph J. Simoni, Giulia Reali, Federico Tolsma, John Jasper, Paul van Rijn, Zachary Li, Jing Niesner, Bradley Barrett, Jeffrey S. Marchetti, Luca Peterschmitt, M. Judith Azer, Karim Neves‐Zaph, Susana A Quantitative Systems Pharmacology Model of Gaucher Disease Type 1 Provides Mechanistic Insight Into the Response to Substrate Reduction Therapy With Eliglustat |
title | A Quantitative Systems Pharmacology Model of Gaucher Disease Type 1 Provides Mechanistic Insight Into the Response to Substrate Reduction Therapy With Eliglustat |
title_full | A Quantitative Systems Pharmacology Model of Gaucher Disease Type 1 Provides Mechanistic Insight Into the Response to Substrate Reduction Therapy With Eliglustat |
title_fullStr | A Quantitative Systems Pharmacology Model of Gaucher Disease Type 1 Provides Mechanistic Insight Into the Response to Substrate Reduction Therapy With Eliglustat |
title_full_unstemmed | A Quantitative Systems Pharmacology Model of Gaucher Disease Type 1 Provides Mechanistic Insight Into the Response to Substrate Reduction Therapy With Eliglustat |
title_short | A Quantitative Systems Pharmacology Model of Gaucher Disease Type 1 Provides Mechanistic Insight Into the Response to Substrate Reduction Therapy With Eliglustat |
title_sort | quantitative systems pharmacology model of gaucher disease type 1 provides mechanistic insight into the response to substrate reduction therapy with eliglustat |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7376290/ https://www.ncbi.nlm.nih.gov/pubmed/32558397 http://dx.doi.org/10.1002/psp4.12506 |
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