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Testing Targeted Therapies in Cancer using Structural DNA Alteration Analysis and Patient-Derived Xenografts
Published on: July 25, 2020
An interactive resource to identify cancer genetic and lineage dependencies targeted by small molecules
Amrita Basu1, Nicole E Bodycombe1, Jaime H Cheah1
1The Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA.
Abstract:
The high rate of clinical response to protein-kinase-targeting drugs matched to cancer patients with specific genomic alterations has prompted efforts to use cancer cell line (CCL) profiling to identify additional biomarkers of small-molecule sensitivities. We have quantitatively measured the sensitivity of 242 genomically characterized CCLs to an Informer Set of 354 small molecules that target many nodes in cell circuitry, uncovering protein dependencies that: (1) associate with specific cancer-genomic alterations and (2) can be targeted by small molecules. We have created the Cancer Therapeutics Response Portal (http://www.broadinstitute.org/ctrp) to enable users to correlate genetic features to sensitivity in individual lineages and control for confounding factors of CCL profiling. We report a candidate dependency, associating activating mutations in the oncogene β-catenin with sensitivity to the Bcl-2 family antagonist, navitoclax. The resource can be used to develop novel therapeutic hypotheses and to accelerate discovery of drugs matched to patients by their cancer genotype and lineage.
Insights
Researchers profiled 242 cancer cell lines (CCLs) to find new drug targets. They discovered a link between specific gene mutations and sensitivity to small-molecule drugs, aiding personalized cancer therapy.
Area of Science:
- Genomics
- Pharmacology
- Cancer Biology
Background:
- Targeted therapies show high clinical response rates in cancer patients with specific genomic alterations.
- Cancer cell line (CCL) profiling is being explored to identify novel biomarkers for small-molecule drug sensitivity.
Purpose of the Study:
- To quantitatively measure the sensitivity of 242 genomically characterized CCLs to a set of 354 small molecules.
- To uncover protein dependencies that associate with specific cancer-genomic alterations and can be targeted by small molecules.
- To create a resource for correlating genetic features to drug sensitivity and controlling for CCL profiling confounders.
Main Methods:
- Quantitative sensitivity measurement of 242 cancer cell lines (CCLs) against 354 small molecules.
- Genomic characterization of the tested CCLs.
- Development of the Cancer Therapeutics Response Portal (CTRP) for data correlation and analysis.
Main Results:
- Identification of protein dependencies linked to specific cancer-genomic alterations.
- Discovery of associations between genetic features and small-molecule sensitivity.
- A candidate dependency was found: activating mutations in β-catenin correlate with sensitivity to navitoclax (a Bcl-2 family antagonist).
Conclusions:
- The study provides a valuable resource for identifying novel therapeutic hypotheses.
- The findings accelerate the discovery of drugs matched to cancer patients based on their specific genotype and lineage.
- The Cancer Therapeutics Response Portal facilitates personalized medicine by linking genetic profiles to drug responses.
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