Transcriptional Response to Standard AML Drugs Identifies Synergistic Combinations
Piyush More1, Joëlle Aurelie Mekontso Ngaffo1,2, Ute Goedtel-Armbrust1
1Department of Pharmacology, University Medical Center, Johannes Gutenberg-University, 55131 Mainz, Germany.
Abstract:
Unlike genomic alterations, gene expression profiles have not been widely used to refine cancer therapies. We analyzed transcriptional changes in acute myeloid leukemia (AML) cell lines in response to standard first-line AML drugs cytarabine and daunorubicin by means of RNA sequencing. Those changes were highly cell- and treatment-specific. By comparing the changes unique to treatment-sensitive and treatment-resistant AML cells, we enriched for treatment-relevant genes. Those genes were associated with drug response-specific pathways, including calcium ion-dependent exocytosis and chromatin remodeling. Pharmacological mimicking of those changes using EGFR and MEK inhibitors enhanced the response to daunorubicin with minimum standalone cytotoxicity. The synergistic response was observed even in the cell lines beyond those used for the discovery, including a primary AML sample. Additionally, publicly available cytotoxicity data confirmed the synergistic effect of EGFR inhibitors in combination with daunorubicin in all 60 investigated cancer cell lines. In conclusion, we demonstrate the utility of treatment-evoked gene expression changes to formulate rational drug combinations. This approach could improve the standard AML therapy, especially in older patients.
Insights
Gene expression profiles reveal treatment-specific changes in acute myeloid leukemia (AML) cells. Targeting these changes with EGFR and MEK inhibitors enhances drug response, offering a new strategy for AML therapy.
Area of Science:
- Molecular Biology
- Cancer Research
- Pharmacology
Background:
- Genomic alterations are established, but gene expression profiles are underutilized for refining cancer therapies.
- Acute myeloid leukemia (AML) treatment relies on standard drugs, but resistance remains a challenge.
Purpose of the Study:
- To analyze transcriptional changes in AML cells in response to cytarabine and daunorubicin.
- To identify treatment-relevant genes and pathways associated with drug sensitivity and resistance.
- To explore the therapeutic potential of targeting identified gene expression changes.
Main Methods:
- RNA sequencing was used to analyze transcriptional changes in AML cell lines treated with cytarabine and daunorubicin.
- Comparative analysis of gene expression profiles in treatment-sensitive versus resistant cells.
- Pharmacological validation using EGFR and MEK inhibitors in AML cell lines and a primary AML sample.
Main Results:
- Transcriptional changes were highly cell- and treatment-specific.
- Enriched genes were linked to drug response pathways like calcium ion-dependent exocytosis and chromatin remodeling.
- EGFR and MEK inhibitors synergized with daunorubicin, enhancing treatment response with minimal cytotoxicity.
- This synergistic effect was confirmed in diverse cancer cell lines using public data.
Conclusions:
- Treatment-evoked gene expression changes can guide the development of rational drug combinations.
- This approach shows promise for improving acute myeloid leukemia therapy, particularly for older patients.
- Targeting specific transcriptional pathways offers a novel strategy to overcome drug resistance in AML.
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