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Updated: Feb 6, 2026

High-throughput Identification of Synergistic Drug Combinations by the Overlap2 Method
Published on: May 21, 2018
Drug-based perturbation screen uncovers synergistic drug combinations in Burkitt lymphoma
K Tomska1, R Kurilov2,3, K S Lee4
1Molecular Therapy in Haematology and Oncology & Department of Translational Oncology, NCT and DKFZ, Heidelberg, Germany. katarzyna.tomska@med.uni-heidelberg.de.
Abstract:
Burkitt lymphoma (BL) is a highly aggressive B-cell lymphoma associated with MYC translocation. Here, we describe drug response profiling of 42 blood cancer cell lines including 17 BL to 32 drugs targeting key cancer pathways and provide a systematic study of drug combinations in BL cell lines. Based on drug response, we identified cell line specific sensitivities, i.e. to venetoclax driven by BCL2 overexpression and partitioned subsets of BL driven by response to kinase inhibitors. In the combination screen, including BET, BTK and PI3K inhibitors, we identified synergistic combinations of PI3K and BTK inhibition with drugs targeting Akt, mTOR, BET and doxorubicin. A detailed comparison of PI3K and BTKi combinations identified subtle differences, in line with convergent pathway activity. Most synergistic combinations were identified for the BET inhibitor OTX015, which showed synergistic effects for 41% of combinations including inhibitors of PI3K/AKT/mTOR signalling. The strongest synergy was observed for the combination of the CDK 2/7/9 inhibitor SNS032 and OTX015. Our data provide a landscape of drug combination effects in BL and suggest that targeting CDK and BET could provide a novel vulnerability of BL.
Insights
This study profiles drug responses in Burkitt lymphoma (BL) cell lines, identifying sensitivities and synergistic drug combinations. Targeting CDK and BET pathways shows promise as a novel therapeutic strategy for BL.
Area of Science:
- Hematology
- Oncology
- Pharmacology
Background:
- Burkitt lymphoma (BL) is an aggressive B-cell malignancy characterized by MYC translocation.
- Understanding drug sensitivities and combinations is crucial for developing effective BL treatments.
Purpose of the Study:
- To profile drug responses in a comprehensive set of Burkitt lymphoma cell lines.
- To systematically investigate synergistic drug combinations for potential BL therapies.
Main Methods:
- Drug response profiling of 42 blood cancer cell lines (17 BL) against 32 targeted drugs.
- Systematic screening of drug combinations, including BET, BTK, and PI3K inhibitors.
Main Results:
- Identified cell line-specific sensitivities, including to venetoclax (BCL2 overexpression) and kinase inhibitors.
- Discovered synergistic combinations of PI3K/BTK inhibitors with Akt, mTOR, BET, and doxorubicin inhibitors.
- BET inhibitor OTX015 demonstrated synergy in 41% of combinations, particularly with PI3K/AKT/mTOR inhibitors. Strongest synergy observed with CDK 2/7/9 inhibitor SNS032 and OTX015.
Conclusions:
- Drug combination profiling provides a landscape of therapeutic vulnerabilities in BL.
- Targeting CDK and BET pathways represents a novel and promising therapeutic strategy for Burkitt lymphoma.
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