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Development of a High-Throughput Gene Expression Screen for Modulators of RAS-MAPK Signaling in a Mutant RAS Cellular
Bryan Severyn1, Thi Nguyen2, Michael D Altman3
1Screening and Protein Sciences, Merck & Co. Inc., North Wales, PA, USA Bryan_severyn@merck.com.
Abstract:
The RAS-MAPK pathway controls many cellular programs, including cell proliferation, differentiation, and apoptosis. In colorectal cancers, recurrent mutations in this pathway often lead to increased cell signaling that may contribute to the development of neoplasms, thereby making this pathway attractive for therapeutic intervention. To this end, we developed a 26-member gene signature of RAS-MAPK pathway activity utilizing the Affymetrix QuantiGene Plex 2.0 reagent system and performed both primary and confirmatory gene expression-based high-throughput screens (GE-HTSs) using KRAS mutant colon cancer cells (SW837) and leveraging a highly annotated chemical library. The screen achieved a hit rate of 1.4% and was able to enrich for hit compounds that target RAS-MAPK pathway members such as MEK and EGFR. Sensitivity and selectivity performance measurements were 0.84 and 1.00, respectively, indicating high true-positive and true-negative rates. Active compounds from the primary screen were confirmed in a dose-response GE-HTS assay, a GE-HTS assay using 14 additional cancer cell lines, and an in vitro colony formation assay. Altogether, our data suggest that this GE-HTS assay will be useful for larger unbiased chemical screens to identify novel compounds and mechanisms that may modulate the RAS-MAPK pathway.
Insights
Researchers developed a gene expression assay to screen for drugs targeting the RAS-MAPK pathway in colorectal cancer. This assay successfully identified compounds that inhibit key pathway members, offering a new tool for cancer therapy development.
Area of Science:
- Oncology
- Molecular Biology
- Pharmacology
Background:
- The RAS-MAPK pathway is crucial for cellular functions and is frequently dysregulated in colorectal cancers, driving neoplasm development.
- Mutations in this pathway lead to aberrant signaling, making it a promising target for therapeutic interventions.
Purpose of the Study:
- To develop and validate a gene expression-based high-throughput screening (GE-HTS) assay for identifying modulators of the RAS-MAPK pathway.
- To discover novel compounds targeting the RAS-MAPK pathway for potential colorectal cancer therapies.
Main Methods:
- Developed a 26-gene signature for RAS-MAPK pathway activity using the Affymetrix QuantiGene Plex 2.0 system.
- Performed primary and confirmatory GE-HTSs using KRAS mutant colon cancer cells and a chemical library.
- Validated hits through dose-response assays, additional cell line testing, and in vitro colony formation assays.
Main Results:
- The GE-HTS assay achieved a 1.4% hit rate and successfully enriched for compounds targeting MEK and EGFR.
- Demonstrated high sensitivity (0.84) and selectivity (1.00) for the assay.
- Confirmed active compounds across multiple assays and cell lines.
Conclusions:
- The developed GE-HTS assay is a robust tool for identifying novel compounds and mechanisms that modulate the RAS-MAPK pathway.
- This assay can facilitate larger, unbiased chemical screens for developing new colorectal cancer therapeutics.
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