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Quantitative Systems Pharmacology Model for Alzheimer Disease Indicates Targeting Sphingolipid Dysregulation as Potential Treatment Option
Alzheimer disease (AD) is a devastating neurodegenerative disorder with high unmet medical need. Drug development is hampered by limited understanding of the disease and its driving factors. Quantitative Systems Pharmacology (QSP) modeling provides a comprehensive quantitative framework to evaluate...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263662/ https://www.ncbi.nlm.nih.gov/pubmed/30207429 http://dx.doi.org/10.1002/psp4.12351 |
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author | Clausznitzer, Diana Pichardo‐Almarza, Cesar Relo, Ana Lucia van Bergeijk, Jeroen van der Kam, Elizabeth Laplanche, Loic Benson, Neil Nijsen, Marjoleen |
author_facet | Clausznitzer, Diana Pichardo‐Almarza, Cesar Relo, Ana Lucia van Bergeijk, Jeroen van der Kam, Elizabeth Laplanche, Loic Benson, Neil Nijsen, Marjoleen |
author_sort | Clausznitzer, Diana |
collection | PubMed |
description | Alzheimer disease (AD) is a devastating neurodegenerative disorder with high unmet medical need. Drug development is hampered by limited understanding of the disease and its driving factors. Quantitative Systems Pharmacology (QSP) modeling provides a comprehensive quantitative framework to evaluate the relevance of biological mechanisms in the context of disease and to predict the efficacy of novel treatments. Here, we report a QSP model for AD with a particular focus on investigating the relevance of dysregulation of cholesterol and sphingolipids. We show that our model captures the modulation of several biomarkers in subjects with AD, as well as the response to pharmacological interventions. We evaluate the impact of targeting the sphingosine‐1‐phosphate 5 receptor (S1PR5) as a potential novel treatment option for AD, and model predictions increase our confidence in this novel disease pathway. Future applications for the QSP model are in validation of further targets and identification of potential treatment response biomarkers. |
format | Online Article Text |
id | pubmed-6263662 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-62636622018-12-05 Quantitative Systems Pharmacology Model for Alzheimer Disease Indicates Targeting Sphingolipid Dysregulation as Potential Treatment Option Clausznitzer, Diana Pichardo‐Almarza, Cesar Relo, Ana Lucia van Bergeijk, Jeroen van der Kam, Elizabeth Laplanche, Loic Benson, Neil Nijsen, Marjoleen CPT Pharmacometrics Syst Pharmacol Research Alzheimer disease (AD) is a devastating neurodegenerative disorder with high unmet medical need. Drug development is hampered by limited understanding of the disease and its driving factors. Quantitative Systems Pharmacology (QSP) modeling provides a comprehensive quantitative framework to evaluate the relevance of biological mechanisms in the context of disease and to predict the efficacy of novel treatments. Here, we report a QSP model for AD with a particular focus on investigating the relevance of dysregulation of cholesterol and sphingolipids. We show that our model captures the modulation of several biomarkers in subjects with AD, as well as the response to pharmacological interventions. We evaluate the impact of targeting the sphingosine‐1‐phosphate 5 receptor (S1PR5) as a potential novel treatment option for AD, and model predictions increase our confidence in this novel disease pathway. Future applications for the QSP model are in validation of further targets and identification of potential treatment response biomarkers. John Wiley and Sons Inc. 2018-10-08 2018-11 /pmc/articles/PMC6263662/ /pubmed/30207429 http://dx.doi.org/10.1002/psp4.12351 Text en © 2018 The Authors 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-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 | Research Clausznitzer, Diana Pichardo‐Almarza, Cesar Relo, Ana Lucia van Bergeijk, Jeroen van der Kam, Elizabeth Laplanche, Loic Benson, Neil Nijsen, Marjoleen Quantitative Systems Pharmacology Model for Alzheimer Disease Indicates Targeting Sphingolipid Dysregulation as Potential Treatment Option |
title | Quantitative Systems Pharmacology Model for Alzheimer Disease Indicates Targeting Sphingolipid Dysregulation as Potential Treatment Option |
title_full | Quantitative Systems Pharmacology Model for Alzheimer Disease Indicates Targeting Sphingolipid Dysregulation as Potential Treatment Option |
title_fullStr | Quantitative Systems Pharmacology Model for Alzheimer Disease Indicates Targeting Sphingolipid Dysregulation as Potential Treatment Option |
title_full_unstemmed | Quantitative Systems Pharmacology Model for Alzheimer Disease Indicates Targeting Sphingolipid Dysregulation as Potential Treatment Option |
title_short | Quantitative Systems Pharmacology Model for Alzheimer Disease Indicates Targeting Sphingolipid Dysregulation as Potential Treatment Option |
title_sort | quantitative systems pharmacology model for alzheimer disease indicates targeting sphingolipid dysregulation as potential treatment option |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263662/ https://www.ncbi.nlm.nih.gov/pubmed/30207429 http://dx.doi.org/10.1002/psp4.12351 |
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