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Traditional and systems biology based drug discovery for the rare tumor syndrome neurofibromatosis type 2
Neurofibromatosis 2 (NF2) is a rare tumor suppressor syndrome that manifests with multiple schwannomas and meningiomas. There are no effective drug therapies for these benign tumors and conventional therapies have limited efficacy. Various model systems have been created and several drug targets hav...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5999111/ https://www.ncbi.nlm.nih.gov/pubmed/29897904 http://dx.doi.org/10.1371/journal.pone.0197350 |
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author | Allaway, Robert Angus, Steve P. Beauchamp, Roberta L. Blakeley, Jaishri O. Bott, Marga Burns, Sarah S. Carlstedt, Annemarie Chang, Long-Sheng Chen, Xin Clapp, D. Wade Desouza, Patrick A. Erdin, Serkan Fernandez-Valle, Cristina Guinney, Justin Gusella, James F. Haggarty, Stephen J. Johnson, Gary L. La Rosa, Salvatore Morrison, Helen Petrilli, Alejandra M. Plotkin, Scott R. Pratap, Abhishek Ramesh, Vijaya Sciaky, Noah Stemmer-Rachamimov, Anat Stuhlmiller, Tim J. Talkowski, Michael E. Welling, D. Bradley Yates, Charles W. Zawistowski, Jon S. Zhao, Wen-Ning |
author_facet | Allaway, Robert Angus, Steve P. Beauchamp, Roberta L. Blakeley, Jaishri O. Bott, Marga Burns, Sarah S. Carlstedt, Annemarie Chang, Long-Sheng Chen, Xin Clapp, D. Wade Desouza, Patrick A. Erdin, Serkan Fernandez-Valle, Cristina Guinney, Justin Gusella, James F. Haggarty, Stephen J. Johnson, Gary L. La Rosa, Salvatore Morrison, Helen Petrilli, Alejandra M. Plotkin, Scott R. Pratap, Abhishek Ramesh, Vijaya Sciaky, Noah Stemmer-Rachamimov, Anat Stuhlmiller, Tim J. Talkowski, Michael E. Welling, D. Bradley Yates, Charles W. Zawistowski, Jon S. Zhao, Wen-Ning |
collection | PubMed |
description | Neurofibromatosis 2 (NF2) is a rare tumor suppressor syndrome that manifests with multiple schwannomas and meningiomas. There are no effective drug therapies for these benign tumors and conventional therapies have limited efficacy. Various model systems have been created and several drug targets have been implicated in NF2-driven tumorigenesis based on known effects of the absence of merlin, the product of the NF2 gene. We tested priority compounds based on known biology with traditional dose-concentration studies in meningioma and schwann cell systems. Concurrently, we studied functional kinome and gene expression in these cells pre- and post-treatment to determine merlin deficient molecular phenotypes. Cell viability results showed that three agents (GSK2126458, Panobinostat, CUDC-907) had the greatest activity across schwannoma and meningioma cell systems, but merlin status did not significantly influence response. In vivo, drug effect was tumor specific with meningioma, but not schwannoma, showing response to GSK2126458 and Panobinostat. In culture, changes in both the transcriptome and kinome in response to treatment clustered predominantly based on tumor type. However, there were differences in both gene expression and functional kinome at baseline between meningioma and schwannoma cell systems that may form the basis for future selective therapies. This work has created an openly accessible resource (www.synapse.org/SynodosNF2) of fully characterized isogenic schwannoma and meningioma cell systems as well as a rich data source of kinome and transcriptome data from these assay systems before and after treatment that enables single and combination drug discovery based on molecular phenotype. |
format | Online Article Text |
id | pubmed-5999111 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-59991112018-06-21 Traditional and systems biology based drug discovery for the rare tumor syndrome neurofibromatosis type 2 Allaway, Robert Angus, Steve P. Beauchamp, Roberta L. Blakeley, Jaishri O. Bott, Marga Burns, Sarah S. Carlstedt, Annemarie Chang, Long-Sheng Chen, Xin Clapp, D. Wade Desouza, Patrick A. Erdin, Serkan Fernandez-Valle, Cristina Guinney, Justin Gusella, James F. Haggarty, Stephen J. Johnson, Gary L. La Rosa, Salvatore Morrison, Helen Petrilli, Alejandra M. Plotkin, Scott R. Pratap, Abhishek Ramesh, Vijaya Sciaky, Noah Stemmer-Rachamimov, Anat Stuhlmiller, Tim J. Talkowski, Michael E. Welling, D. Bradley Yates, Charles W. Zawistowski, Jon S. Zhao, Wen-Ning PLoS One Research Article Neurofibromatosis 2 (NF2) is a rare tumor suppressor syndrome that manifests with multiple schwannomas and meningiomas. There are no effective drug therapies for these benign tumors and conventional therapies have limited efficacy. Various model systems have been created and several drug targets have been implicated in NF2-driven tumorigenesis based on known effects of the absence of merlin, the product of the NF2 gene. We tested priority compounds based on known biology with traditional dose-concentration studies in meningioma and schwann cell systems. Concurrently, we studied functional kinome and gene expression in these cells pre- and post-treatment to determine merlin deficient molecular phenotypes. Cell viability results showed that three agents (GSK2126458, Panobinostat, CUDC-907) had the greatest activity across schwannoma and meningioma cell systems, but merlin status did not significantly influence response. In vivo, drug effect was tumor specific with meningioma, but not schwannoma, showing response to GSK2126458 and Panobinostat. In culture, changes in both the transcriptome and kinome in response to treatment clustered predominantly based on tumor type. However, there were differences in both gene expression and functional kinome at baseline between meningioma and schwannoma cell systems that may form the basis for future selective therapies. This work has created an openly accessible resource (www.synapse.org/SynodosNF2) of fully characterized isogenic schwannoma and meningioma cell systems as well as a rich data source of kinome and transcriptome data from these assay systems before and after treatment that enables single and combination drug discovery based on molecular phenotype. Public Library of Science 2018-06-13 /pmc/articles/PMC5999111/ /pubmed/29897904 http://dx.doi.org/10.1371/journal.pone.0197350 Text en © 2018 The Synodos for NF2 Consortium et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Allaway, Robert Angus, Steve P. Beauchamp, Roberta L. Blakeley, Jaishri O. Bott, Marga Burns, Sarah S. Carlstedt, Annemarie Chang, Long-Sheng Chen, Xin Clapp, D. Wade Desouza, Patrick A. Erdin, Serkan Fernandez-Valle, Cristina Guinney, Justin Gusella, James F. Haggarty, Stephen J. Johnson, Gary L. La Rosa, Salvatore Morrison, Helen Petrilli, Alejandra M. Plotkin, Scott R. Pratap, Abhishek Ramesh, Vijaya Sciaky, Noah Stemmer-Rachamimov, Anat Stuhlmiller, Tim J. Talkowski, Michael E. Welling, D. Bradley Yates, Charles W. Zawistowski, Jon S. Zhao, Wen-Ning Traditional and systems biology based drug discovery for the rare tumor syndrome neurofibromatosis type 2 |
title | Traditional and systems biology based drug discovery for the rare tumor syndrome neurofibromatosis type 2 |
title_full | Traditional and systems biology based drug discovery for the rare tumor syndrome neurofibromatosis type 2 |
title_fullStr | Traditional and systems biology based drug discovery for the rare tumor syndrome neurofibromatosis type 2 |
title_full_unstemmed | Traditional and systems biology based drug discovery for the rare tumor syndrome neurofibromatosis type 2 |
title_short | Traditional and systems biology based drug discovery for the rare tumor syndrome neurofibromatosis type 2 |
title_sort | traditional and systems biology based drug discovery for the rare tumor syndrome neurofibromatosis type 2 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5999111/ https://www.ncbi.nlm.nih.gov/pubmed/29897904 http://dx.doi.org/10.1371/journal.pone.0197350 |
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