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Connecting Neuronal Cell Protective Pathways and Drug Combinations in a Huntington’s Disease Model through the Application of Quantitative Systems Pharmacology
Quantitative Systems Pharmacology (QSP) is a drug discovery approach that integrates computational and experimental methods in an iterative way to gain a comprehensive, unbiased understanding of disease processes to inform effective therapeutic strategies. We report the implementation of QSP to Hunt...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5736652/ https://www.ncbi.nlm.nih.gov/pubmed/29259176 http://dx.doi.org/10.1038/s41598-017-17378-y |
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author | Pei, Fen Li, Hongchun Henderson, Mark J. Titus, Steven A. Jadhav, Ajit Simeonov, Anton Cobanoglu, Murat Can Mousavi, Seyed H. Shun, Tongying McDermott, Lee Iyer, Prema Fioravanti, Michael Carlisle, Diane Friedlander, Robert M. Bahar, Ivet Taylor, D. Lansing Lezon, Timothy R. Stern, Andrew M. Schurdak, Mark E. |
author_facet | Pei, Fen Li, Hongchun Henderson, Mark J. Titus, Steven A. Jadhav, Ajit Simeonov, Anton Cobanoglu, Murat Can Mousavi, Seyed H. Shun, Tongying McDermott, Lee Iyer, Prema Fioravanti, Michael Carlisle, Diane Friedlander, Robert M. Bahar, Ivet Taylor, D. Lansing Lezon, Timothy R. Stern, Andrew M. Schurdak, Mark E. |
author_sort | Pei, Fen |
collection | PubMed |
description | Quantitative Systems Pharmacology (QSP) is a drug discovery approach that integrates computational and experimental methods in an iterative way to gain a comprehensive, unbiased understanding of disease processes to inform effective therapeutic strategies. We report the implementation of QSP to Huntington’s Disease, with the application of a chemogenomics platform to identify strategies to protect neuronal cells from mutant huntingtin induced death. Using the STHdh (Q111) cell model, we investigated the protective effects of small molecule probes having diverse canonical modes-of-action to infer pathways of neuronal cell protection connected to drug mechanism. Several mechanistically diverse protective probes were identified, most of which showed less than 50% efficacy. Specific combinations of these probes were synergistic in enhancing efficacy. Computational analysis of these probes revealed a convergence of pathways indicating activation of PKA. Analysis of phospho-PKA levels showed lower cytoplasmic levels in STHdh (Q111) cells compared to wild type STHdh (Q7) cells, and these levels were increased by several of the protective compounds. Pharmacological inhibition of PKA activity reduced protection supporting the hypothesis that protection may be working, in part, through activation of the PKA network. The systems-level studies described here can be broadly applied to any discovery strategy involving small molecule modulation of disease phenotype. |
format | Online Article Text |
id | pubmed-5736652 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-57366522017-12-21 Connecting Neuronal Cell Protective Pathways and Drug Combinations in a Huntington’s Disease Model through the Application of Quantitative Systems Pharmacology Pei, Fen Li, Hongchun Henderson, Mark J. Titus, Steven A. Jadhav, Ajit Simeonov, Anton Cobanoglu, Murat Can Mousavi, Seyed H. Shun, Tongying McDermott, Lee Iyer, Prema Fioravanti, Michael Carlisle, Diane Friedlander, Robert M. Bahar, Ivet Taylor, D. Lansing Lezon, Timothy R. Stern, Andrew M. Schurdak, Mark E. Sci Rep Article Quantitative Systems Pharmacology (QSP) is a drug discovery approach that integrates computational and experimental methods in an iterative way to gain a comprehensive, unbiased understanding of disease processes to inform effective therapeutic strategies. We report the implementation of QSP to Huntington’s Disease, with the application of a chemogenomics platform to identify strategies to protect neuronal cells from mutant huntingtin induced death. Using the STHdh (Q111) cell model, we investigated the protective effects of small molecule probes having diverse canonical modes-of-action to infer pathways of neuronal cell protection connected to drug mechanism. Several mechanistically diverse protective probes were identified, most of which showed less than 50% efficacy. Specific combinations of these probes were synergistic in enhancing efficacy. Computational analysis of these probes revealed a convergence of pathways indicating activation of PKA. Analysis of phospho-PKA levels showed lower cytoplasmic levels in STHdh (Q111) cells compared to wild type STHdh (Q7) cells, and these levels were increased by several of the protective compounds. Pharmacological inhibition of PKA activity reduced protection supporting the hypothesis that protection may be working, in part, through activation of the PKA network. The systems-level studies described here can be broadly applied to any discovery strategy involving small molecule modulation of disease phenotype. Nature Publishing Group UK 2017-12-19 /pmc/articles/PMC5736652/ /pubmed/29259176 http://dx.doi.org/10.1038/s41598-017-17378-y Text en © The Author(s) 2017 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Pei, Fen Li, Hongchun Henderson, Mark J. Titus, Steven A. Jadhav, Ajit Simeonov, Anton Cobanoglu, Murat Can Mousavi, Seyed H. Shun, Tongying McDermott, Lee Iyer, Prema Fioravanti, Michael Carlisle, Diane Friedlander, Robert M. Bahar, Ivet Taylor, D. Lansing Lezon, Timothy R. Stern, Andrew M. Schurdak, Mark E. Connecting Neuronal Cell Protective Pathways and Drug Combinations in a Huntington’s Disease Model through the Application of Quantitative Systems Pharmacology |
title | Connecting Neuronal Cell Protective Pathways and Drug Combinations in a Huntington’s Disease Model through the Application of Quantitative Systems Pharmacology |
title_full | Connecting Neuronal Cell Protective Pathways and Drug Combinations in a Huntington’s Disease Model through the Application of Quantitative Systems Pharmacology |
title_fullStr | Connecting Neuronal Cell Protective Pathways and Drug Combinations in a Huntington’s Disease Model through the Application of Quantitative Systems Pharmacology |
title_full_unstemmed | Connecting Neuronal Cell Protective Pathways and Drug Combinations in a Huntington’s Disease Model through the Application of Quantitative Systems Pharmacology |
title_short | Connecting Neuronal Cell Protective Pathways and Drug Combinations in a Huntington’s Disease Model through the Application of Quantitative Systems Pharmacology |
title_sort | connecting neuronal cell protective pathways and drug combinations in a huntington’s disease model through the application of quantitative systems pharmacology |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5736652/ https://www.ncbi.nlm.nih.gov/pubmed/29259176 http://dx.doi.org/10.1038/s41598-017-17378-y |
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