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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...

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Autores principales: Clausznitzer, Diana, Pichardo‐Almarza, Cesar, Relo, Ana Lucia, van Bergeijk, Jeroen, van der Kam, Elizabeth, Laplanche, Loic, Benson, Neil, Nijsen, Marjoleen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2018
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.
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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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