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Published on: September 5, 2018
A modified gene trap approach for improved high-throughput cancer drug discovery
Shelli M Morris1, Andrew J Mhyre1, Savanna S Carmack1
1Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Abstract:
While advances in laboratory automation has dramatically increased throughout 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 ~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.
Insights
This study introduces a novel gene trap method for creating specific cell-based reporters. This approach accelerates drug discovery by efficiently identifying pathway inhibitors, particularly for the mitogen-activated protein kinase (MAPK) pathway.
Area of Science:
- Biochemistry
- Molecular Biology
- Drug Discovery
Background:
- Drug discovery is hindered by resource-intensive cell-based assays.
- Automated compound screening requires efficient methods to validate drug targets.
- Developing specific reporters for cellular pathways is crucial for identifying effective drug candidates.
Purpose of the Study:
- To develop a modified gene trap approach for generating pathway-specific reporter cell lines.
- To validate the reporter system's specificity and efficiency in identifying inhibitors of the mitogen-activated protein kinase (MAPK) pathway.
- To demonstrate the utility of this method in a pilot compound screen for melanoma drug discovery.
Main Methods:
- A modified gene trap strategy was employed to create reporter cell lines.
- Vemurafenib and trametinib were used to identify traps specific for MAPK pathway inhibition.
- A pilot screen of approximately 6000 compounds was conducted using the developed reporter system.
Main Results:
- The gene trap approach successfully generated specific reporters for MAPK pathway inhibition.
- The reporter system accurately identified known and novel inhibitors of MEK, RAF, and ERK.
- Bafetinib, a BCR/ABL inhibitor, demonstrated efficacy in combination therapy against vemurafenib-resistant melanoma cells.
Conclusions:
- The modified gene trap method offers an efficient way to generate pathway-specific reporters for drug discovery.
- This approach can be applied to various transcriptionally active pathways and disease models.
- The developed reporters expedite the identification of targeted therapeutics, accelerating drug discovery campaigns.
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