Effective drug combinations in breast, colon and pancreatic cancer cells
Patricia Jaaks1, Elizabeth A Coker1, Daniel J Vis2,3
1Wellcome Sanger Institute, Cambridge, UK.
Abstract:
Combinations of anti-cancer drugs can overcome resistance and provide new treatments1,2. The number of possible drug combinations vastly exceeds what could be tested clinically. Efforts to systematically identify active combinations and the tissues and molecular contexts in which they are most effective could accelerate the development of combination treatments. Here we evaluate the potency and efficacy of 2,025 clinically relevant two-drug combinations, generating a dataset encompassing 125 molecularly characterized breast, colorectal and pancreatic cancer cell lines. We show that synergy between drugs is rare and highly context-dependent, and that combinations of targeted agents are most likely to be synergistic. We incorporate multi-omic molecular features to identify combination biomarkers and specify synergistic drug combinations and their active contexts, including in basal-like breast cancer, and microsatellite-stable or KRAS-mutant colon cancer. Our results show that irinotecan and CHEK1 inhibition have synergistic effects in microsatellite-stable or KRAS-TP53 double-mutant colon cancer cells, leading to apoptosis and suppression of tumour xenograft growth. This study identifies clinically relevant effective drug combinations in distinct molecular subpopulations and is a resource to guide rational efforts to develop combinatorial drug treatments.
Insights
Identifying effective anti-cancer drug combinations is crucial for new treatments. This study found that drug synergy is rare and context-dependent, but identified specific combinations effective in certain cancer types.
Area of Science:
- Oncology
- Pharmacology
- Genomics
Background:
- Drug resistance and limited treatment options necessitate novel anti-cancer strategies.
- The vast number of potential drug combinations makes clinical testing infeasible.
- Systematic identification of effective drug combinations and their contexts is needed.
Purpose of the Study:
- To evaluate the efficacy of 2,025 clinically relevant two-drug combinations across diverse cancer cell lines.
- To identify biomarkers for synergistic drug combinations and their specific molecular contexts.
- To accelerate the development of rational combination cancer therapies.
Main Methods:
- Screening of 2,025 two-drug combinations in 125 molecularly characterized breast, colorectal, and pancreatic cancer cell lines.
- Integration of multi-omic molecular features to identify predictive biomarkers.
- In vivo validation of synergistic drug combinations in tumor xenografts.
Main Results:
- Drug synergy was found to be rare and highly context-dependent.
- Combinations of targeted agents showed the highest likelihood of synergy.
- Specific synergistic combinations were identified for basal-like breast cancer and microsatellite-stable or KRAS-mutant colon cancer.
- Irinotecan and CHEK1 inhibition demonstrated synergy in specific colon cancer subtypes, leading to apoptosis and tumor growth suppression.
Conclusions:
- Synergistic anti-cancer drug combinations are context-specific and rare.
- Multi-omic data can identify biomarkers for predicting synergistic drug responses.
- This study provides a valuable resource for guiding the rational development of combination cancer therapies in distinct molecular subpopulations.
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