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Multiplexed Transcriptomics for Screening Drug Combinations and Defining the Mechanism of Action of HCC Therapeutics
Mengmeng Jiang1, Haide Chen1, Guoxia Wen1
1Liangzhu Laboratory, Zhejiang University, Hangzhou, China.
A novel single-nucleus sequencing platform identified a potent drug combination (HY) that suppresses hepatocellular carcinoma (HCC) proliferation by triggering ferroptosis. This discovery accelerates targeted therapy development for HCC.
Area of Science:
- Oncology
- Genomics
- Pharmacology
Background:
- Hepatocellular carcinoma (HCC) remains a leading cause of cancer-related mortality worldwide.
- Classical drug screening methods lack the throughput and detailed cellular response information needed for complex cancer therapies.
- Single-cell sequencing technologies offer enhanced capabilities for drug discovery and understanding treatment mechanisms.
Purpose of the Study:
- To screen clinical drug combinations for anti-hepatocellular carcinoma (HCC) activity using a high-throughput single-nucleus sequencing platform.
- To elucidate the mechanism of action for effective drug combinations identified.
- To identify key regulators and cellular responses involved in drug-induced tumor suppression.
Main Methods:
- Utilized the snHH-seq platform for high-throughput screening of drug combinations against HCC.
- Performed single-cell transcriptomics analysis to identify effective drug combinations and their effects.
- Conducted in vitro and in vivo functional assays, ferroptosis assays, and gene regulatory network analysis.
Main Results:
- The HY combination (HHT and YM155) demonstrated the strongest suppression of HCC cell proliferation.
- HY treatment was found to induce ferroptosis in HCC cells, confirmed by rescue experiments.
- JUN was identified as a key regulator of proliferation inhibition, particularly in apoptotic tumor cell subclusters.
Conclusions:
- The HY drug combination is a promising therapeutic strategy for HCC, acting via ferroptosis induction.
- Integrating high-throughput single-cell screening with mechanistic studies accelerates the discovery of targeted combination therapies.
- This approach provides a framework for precise HCC interventions by exploiting pathway vulnerabilities and cellular heterogeneity.
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