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A modified gene trap approach for improved high-throughput cancer drug discovery

While advances in laboratory automation have dramatically increased throughput of compound screening efforts, development of robust cell-based assays in relevant disease models remain resource-intensive and time-consuming, presenting a bottleneck to drug discovery campaigns. To address this issue, w...

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Autores principales: Morris, Shelli M., Mhyre, Andrew J., Carmack, Savanna S., Myers, Carrie H., Burns, Connor, Ye, Wenjuan, Ferrer, Marc, Olson, James M., Klinghoffer, Richard A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6076322/
https://www.ncbi.nlm.nih.gov/pubmed/29717260
http://dx.doi.org/10.1038/s41388-018-0274-4
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author Morris, Shelli M.
Mhyre, Andrew J.
Carmack, Savanna S.
Myers, Carrie H.
Burns, Connor
Ye, Wenjuan
Ferrer, Marc
Olson, James M.
Klinghoffer, Richard A.
author_facet Morris, Shelli M.
Mhyre, Andrew J.
Carmack, Savanna S.
Myers, Carrie H.
Burns, Connor
Ye, Wenjuan
Ferrer, Marc
Olson, James M.
Klinghoffer, Richard A.
author_sort Morris, Shelli M.
collection PubMed
description While advances in laboratory automation have dramatically increased throughput of compound screening efforts, development of robust cell-based assays in relevant disease models remain resource-intensive and time-consuming, presenting a bottleneck to drug discovery campaigns. To address this issue, we present a modified gene trap approach to efficiently generate pathway specific reporters that result in a robust “on” signal when the pathway of interest is inhibited. In this proof-of-concept study, we used vemurafenib and trametinib to identify traps that specifically detect inhibition of the mitogen-activated protein kinase (MAPK) pathway in a model of BRAFV600E driven human malignant melanoma. We demonstrate that insertion of our trap into particular loci results in remarkably specific detection of MAPK pathway inhibitors over compounds targeting any other pathway or cellular function. The accuracy of our approach was highlighted in a pilot screen of approximately 6000 compounds where 40 actives were detected including 18 MEK, 10 RAF, and 3 ERK inhibitors along with a few compounds representing previously under-characterized inhibitors of the MAPK pathway. One such compound, bafetinib, a second generation BCR/ABL inhibitor, reduced phosphorylation of ERK and when combined with trametinib, both in vitro and in vivo, reduced growth of vemurafenib resistant melanoma cells. While piloted in a model of BRAF-driven melanoma, our results set the stage for using this approach to rapidly generate reporters against any transcriptionally active pathway across a wide variety of disease-relevant cell-based models to expedite drug discovery efforts.
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spelling pubmed-60763222018-11-02 A modified gene trap approach for improved high-throughput cancer drug discovery Morris, Shelli M. Mhyre, Andrew J. Carmack, Savanna S. Myers, Carrie H. Burns, Connor Ye, Wenjuan Ferrer, Marc Olson, James M. Klinghoffer, Richard A. Oncogene Article While advances in laboratory automation have dramatically increased throughput of compound screening efforts, development of robust cell-based assays in relevant disease models remain resource-intensive and time-consuming, presenting a bottleneck to drug discovery campaigns. To address this issue, we present a modified gene trap approach to efficiently generate pathway specific reporters that result in a robust “on” signal when the pathway of interest is inhibited. In this proof-of-concept study, we used vemurafenib and trametinib to identify traps that specifically detect inhibition of the mitogen-activated protein kinase (MAPK) pathway in a model of BRAFV600E driven human malignant melanoma. We demonstrate that insertion of our trap into particular loci results in remarkably specific detection of MAPK pathway inhibitors over compounds targeting any other pathway or cellular function. The accuracy of our approach was highlighted in a pilot screen of approximately 6000 compounds where 40 actives were detected including 18 MEK, 10 RAF, and 3 ERK inhibitors along with a few compounds representing previously under-characterized inhibitors of the MAPK pathway. One such compound, bafetinib, a second generation BCR/ABL inhibitor, reduced phosphorylation of ERK and when combined with trametinib, both in vitro and in vivo, reduced growth of vemurafenib resistant melanoma cells. While piloted in a model of BRAF-driven melanoma, our results set the stage for using this approach to rapidly generate reporters against any transcriptionally active pathway across a wide variety of disease-relevant cell-based models to expedite drug discovery efforts. 2018-05-02 2018-08 /pmc/articles/PMC6076322/ /pubmed/29717260 http://dx.doi.org/10.1038/s41388-018-0274-4 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Morris, Shelli M.
Mhyre, Andrew J.
Carmack, Savanna S.
Myers, Carrie H.
Burns, Connor
Ye, Wenjuan
Ferrer, Marc
Olson, James M.
Klinghoffer, Richard A.
A modified gene trap approach for improved high-throughput cancer drug discovery
title A modified gene trap approach for improved high-throughput cancer drug discovery
title_full A modified gene trap approach for improved high-throughput cancer drug discovery
title_fullStr A modified gene trap approach for improved high-throughput cancer drug discovery
title_full_unstemmed A modified gene trap approach for improved high-throughput cancer drug discovery
title_short A modified gene trap approach for improved high-throughput cancer drug discovery
title_sort modified gene trap approach for improved high-throughput cancer drug discovery
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6076322/
https://www.ncbi.nlm.nih.gov/pubmed/29717260
http://dx.doi.org/10.1038/s41388-018-0274-4
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