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A Data Integration Workflow to Identify Drug Combinations Targeting Synthetic Lethal Interactions
Published on: May 27, 2021
Disrupting YAP1-mediated glutamine metabolism induces synthetic lethality alongside ODC1 inhibition in osteosarcoma
Hongsheng Wang1,2, Yining Tao1,2, Jing Han1,2
1Department of Orthopedics, Shanghai General Hospital, School of Medicine, Shanghai Jiao Tong University, 100 Haining Road, Shanghai, 200080, China.
Purpose:
Osteosarcoma, a highly malignant primary bone tumor primarily affecting adolescents, frequently develops resistance to initial chemotherapy, leading to metastasis and limited treatment options. Our study aims to uncover novel therapeutic targets for metastatic and recurrent osteosarcoma.
Methods:
In this study, we proved the potential of modulating the YAP1-regulated glutamine metabolic pathway to augment the response of OS to DFMO. We initially employed single-cell transcriptomic data to gauge the activation level of polyamine metabolism in MTAP-deleted OS patients. This was further substantiated by transcriptome sequencing data from recurrent and non-recurrent patient tissues, confirming the activation of polyamine metabolism in progressive OS. Through high-throughput drug screening, we pinpointed CIL56, a YAP1 inhibitor, as a promising candidate for a combined therapeutic strategy with DFMO. In vivo, we utilized PDX and CDX models to validate the therapeutic efficacy of this drug combination. In vitro, we conducted western blot analysis, qPCR analysis, immunofluorescence staining, and PuMA experiments to monitor alterations in molecular expression, distribution, and tumor metastasis capability. We employed CCK-8 and colony formation assays to assess the proliferative capacity of cells in the experimental group. We used flow cytometry and reactive oxygen probes to observe changes in ROS and glutamine metabolism within the cells. Finally, we applied RNA-seq in tandem with metabolomics to identify metabolic alterations in OS cells treated with a DFMO and CIL56 combination. This enabled us to intervene and validate the role of the YAP1-mediated glutamine metabolic pathway in DFMO resistance.
Results:
Through single-cell RNA-seq data analysis, we pinpointed a subset of late-stage OS cells with significantly upregulated polyamine metabolism. This upregulation was further substantiated by transcriptomic profiling of recurrent and non-recurrent OS tissues. High-throughput drug screening revealed a promising combination strategy involving DFMO and CIL56. DFMO treatment curbs the phosphorylation of YAP1 protein in OS cells, promoting nuclear entry and initiating the YAP1-mediated glutamine metabolic pathway. This reduces intracellular ROS levels, countering DFMO's anticancer effect. The therapeutic efficacy of DFMO can be amplified both in vivo and in vitro by combining it with the YAP1 inhibitor CIL56 or the glutaminase inhibitor CB-839. This underscores the significant potential of targeting the YAP1-mediated glutamine metabolic pathway to enhance efficacy of DFMO.
Conclusion:
Our findings elucidate YAP1-mediated glutamine metabolism as a crucial bypass mechanism against DFMO, following the inhibition of polyamine metabolism. Our study provides valuable insights into the potential role of DFMO in an "One-two Punch" therapy of metastatic and recurrent osteosarcoma.
Insights
This study reveals that targeting the YAP1-mediated glutamine metabolic pathway can overcome drug resistance in osteosarcoma (OS). Combining DFMO with a YAP1 inhibitor like CIL56 offers a promising therapeutic strategy for metastatic and recurrent OS.
Area of Science:
- Oncology
- Metabolic pathways
- Cancer therapy
Background:
- Osteosarcoma (OS) is a malignant bone tumor common in adolescents, often developing chemotherapy resistance and metastasis.
- Limited treatment options exist for recurrent and metastatic OS, necessitating novel therapeutic targets.
Purpose of the Study:
- To identify novel therapeutic targets for metastatic and recurrent osteosarcoma (OS).
- To investigate the potential of modulating the YAP1-regulated glutamine metabolic pathway to enhance OS response to DFMO.
Main Methods:
- Utilized single-cell and bulk transcriptomic data to analyze polyamine metabolism in OS.
- Conducted high-throughput drug screening to identify YAP1 inhibitors (e.g., CIL56) for combination therapy with DFMO.
- Validated therapeutic efficacy in vivo (PDX, CDX models) and in vitro (molecular analysis, cell proliferation assays, ROS and glutamine metabolism studies).
Main Results:
- Upregulated polyamine metabolism was identified in late-stage and recurrent OS cells.
- DFMO treatment initiates YAP1-mediated glutamine metabolism, creating a resistance pathway by reducing ROS.
- Combining DFMO with YAP1 inhibitor CIL56 or glutaminase inhibitor CB-839 significantly amplified therapeutic efficacy in vitro and in vivo.
Conclusions:
- YAP1-mediated glutamine metabolism acts as a critical bypass mechanism against DFMO in osteosarcoma.
- Targeting this pathway offers a promising "One-two Punch" therapeutic strategy for metastatic and recurrent OS.
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