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An Unbiased Oncology Compound Screen to Identify Novel Combination Strategies
Jennifer O'Neil1, Yair Benita2, Igor Feldman2
1Merck Research Laboratories, Boston, Massachusetts. jennifer_oneil@merck.com.
Abstract:
Combination drug therapy is a widely used paradigm for managing numerous human malignancies. In cancer treatment, additive and/or synergistic drug combinations can convert weakly efficacious monotherapies into regimens that produce robust antitumor activity. This can be explained in part through pathway interdependencies that are critical for cancer cell proliferation and survival. However, identification of the various interdependencies is difficult due to the complex molecular circuitry that underlies tumor development and progression. Here, we present a high-throughput platform that allows for an unbiased identification of synergistic and efficacious drug combinations. In a screen of 22,737 experiments of 583 doublet combinations in 39 diverse cancer cell lines using a 4 by 4 dosing regimen, both well-known and novel synergistic and efficacious combinations were identified. Here, we present an example of one such novel combination, a Wee1 inhibitor (AZD1775) and an mTOR inhibitor (ridaforolimus), and demonstrate that the combination potently and synergistically inhibits cancer cell growth in vitro and in vivo This approach has identified novel combinations that would be difficult to reliably predict based purely on our current understanding of cancer cell biology. Mol Cancer Ther; 15(6); 1155-62. ©2016 AACR.
Insights
This study introduces a high-throughput platform for discovering effective drug combinations in cancer treatment. It identified novel synergistic combinations, like Wee1 and mTOR inhibitors, showing potent antitumor activity.
Area of Science:
- Oncology
- Pharmacology
- Cancer Biology
Background:
- Combination drug therapy is crucial for managing malignancies, converting monotherapies into effective treatments by targeting cancer cell dependencies.
- Identifying synergistic drug combinations is challenging due to complex tumor molecular circuitry.
Purpose of the Study:
- To develop and utilize a high-throughput platform for unbiased identification of synergistic and efficacious drug combinations.
- To discover novel drug combinations with potent antitumor activity.
Main Methods:
- A large-scale screen of 583 doublet combinations across 39 cancer cell lines using a 4x4 dosing regimen.
- Evaluation of 22,737 experiments to identify synergistic and efficacious drug pairs.
- In vitro and in vivo validation of a novel combination: Wee1 inhibitor (AZD1775) and mTOR inhibitor (ridaforolimus).
Main Results:
- Identified both known and novel synergistic and efficacious drug combinations.
- Demonstrated potent and synergistic inhibition of cancer cell growth in vitro and in vivo using the AZD1775 and ridaforolimus combination.
- The platform successfully identified combinations not easily predictable from current cancer biology understanding.
Conclusions:
- The high-throughput platform enables unbiased discovery of synergistic cancer drug combinations.
- Novel combinations, such as Wee1 and mTOR inhibitors, show significant potential for cancer therapy.
- This approach expands the predictive power beyond current knowledge of cancer cell biology.
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