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Single-cell transcriptional changes associated with drug tolerance and response to combination therapies in cancer
Alexandre F Aissa1, Abul B M M K Islam1,2, Majd M Ariss1
1Department of Biochemistry and Molecular Genetics, University of Illinois at Chicago, Chicago, IL, USA.
Abstract:
Tyrosine kinase inhibitors were found to be clinically effective for treatment of patients with certain subsets of cancers carrying somatic mutations in receptor tyrosine kinases. However, the duration of clinical response is often limited, and patients ultimately develop drug resistance. Here, we use single-cell RNA sequencing to demonstrate the existence of multiple cancer cell subpopulations within cell lines, xenograft tumors and patient tumors. These subpopulations exhibit epigenetic changes and differential therapeutic sensitivity. Recurrently overrepresented ontologies in genes that are differentially expressed between drug tolerant cell populations and drug sensitive cells include epithelial-to-mesenchymal transition, epithelium development, vesicle mediated transport, drug metabolism and cholesterol homeostasis. We show analysis of identified markers using the LINCS database to predict and functionally validate small molecules that target selected drug tolerant cell populations. In combination with EGFR inhibitors, crizotinib inhibits the emergence of a defined subset of EGFR inhibitor-tolerant clones. In this study, we describe the spectrum of changes associated with drug tolerance and inhibition of specific tolerant cell subpopulations with combination agents.
Insights
Cancer cells develop resistance to tyrosine kinase inhibitors through distinct subpopulations. Targeting these drug-tolerant cells with combination therapies can improve treatment outcomes.
Area of Science:
- Cancer Biology
- Genomics
- Pharmacology
Background:
- Tyrosine kinase inhibitors (TKIs) are effective against cancers with specific mutations.
- Clinical response to TKIs is often limited by the development of drug resistance.
- Cancer cells can exhibit heterogeneity, leading to differential responses to therapy.
Purpose of the Study:
- To investigate the existence and characteristics of cancer cell subpopulations.
- To identify molecular mechanisms underlying drug tolerance in cancer cells.
- To explore combination therapies targeting drug-tolerant cancer cell populations.
Main Methods:
- Single-cell RNA sequencing (scRNA-seq) was employed to analyze cancer cell heterogeneity.
- Analysis of differentially expressed genes in drug-tolerant versus drug-sensitive populations.
- Utilized the LINCS database for prediction and validation of small molecules targeting tolerant cells.
Main Results:
- Identified multiple cancer cell subpopulations with distinct epigenetic profiles and sensitivities.
- Genes involved in epithelial-to-mesenchymal transition, drug metabolism, and cholesterol homeostasis were upregulated in tolerant cells.
- Crizotinib, in combination with EGFR inhibitors, demonstrated efficacy in inhibiting specific EGFR inhibitor-tolerant clones.
Conclusions:
- Cancer drug tolerance is mediated by distinct, epigenetically altered cell subpopulations.
- Combination therapies targeting these specific tolerant subpopulations show promise for overcoming resistance.
- This study provides insights into the spectrum of changes associated with drug tolerance and potential therapeutic strategies.
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