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An omics-based drug-HIFU combination therapy discovery for ferroptosis treatment of TNBC
Ruizhe Xu1, Xiaomin Su1, Xifeng Qin1
1School of Pharmacy, Fudan University, Key Laboratory of Smart Drug Delivery, Ministry of Education, Shanghai, 201203, PR China.
Abstract:
Combination therapy, as a vital strategy in cancer treatment, aims to overcome the limitations of monotherapies by combining two or more drugs or treatments to enhance antitumor efficacy. However, the unclear interactions between different therapies and the difficulty of precisely identifying effective combination treatments remain major challenges. In this study, we developed an omics-based drug-HIFU combination therapy discovery framework taking ferroptosis treatment of triple-negative breast cancer (TNBC) as a paradigm. Using the transcriptomics of a large TNBC cohort, drug sensitivity databases, and transcriptomics of high-intensity focused ultrasound (HIFU)-treated cells, the interaction network between HIFU, key ferroptosis genes, and potential drugs was constructed to predict and identify novel drugs that target ferroptosis and synergize with HIFU. It was found that 11 candidate ferroptosis drugs demonstrated synergistic cytotoxicity with HIFU in 4T1 cells, which lacked previous reports. Especially, HIFU, by upregulating IL-6 expression by 2.69-fold, reduced the IC50 of panobinostat in 4T1 cells by 5.27-fold. Panobinostat was subsequently loaded into platelet-mimicking liposomes (Pan-PML) for tumor targeted drug delivery to amplify the synergistic effect of panobinostat and HIFU. Importantly, the combination of HIFU and Pan-PML resulted in significant inhibition of tumor growth in the 4T1 tumor model, with 50 % of mice remaining free of tumor and lung metastasis compared to those treated with HIFU or Pan-PML alone. Mechanistically, it was discovered that Pan-PML, in combination with HIFU, significantly inhibited histone deacetylase (HDAC) activity to 1/50 of the original level and further reduced the expression of the ferroptosis-related gene SIRT3 to 19.17 % of baseline, thereby synergistically promoting ferroptosis in tumor cells and activating anti-tumor immunity. Thus, this omics-based drug-HIFU combination therapy discovery framework provides an innovative method to screen the combination therapy, which leverages the synergistic effects of existing drugs and HIFU and enables combination treatments to maximize antitumor efficacy.
Insights
This study introduces an omics-based framework to discover drug-HIFU combinations for triple-negative breast cancer (TNBC) treatment. Combining panobinostat with high-intensity focused ultrasound (HIFU) significantly inhibited tumor growth and metastasis by promoting ferroptosis.
Area of Science:
- Oncology
- Biotechnology
- Genomics
Background:
- Combination therapy is crucial for cancer treatment but faces challenges in identifying effective drug interactions.
- Triple-negative breast cancer (TNBC) requires novel therapeutic strategies due to its aggressive nature and limited treatment options.
Purpose of the Study:
- To develop an omics-based framework for discovering drug-high-intensity focused ultrasound (HIFU) combination therapies.
- To identify novel ferroptosis-targeting drugs that synergize with HIFU for TNBC treatment.
Main Methods:
- Utilized transcriptomics, drug sensitivity data, and HIFU-treated cell data to construct an interaction network.
- Predicted and validated 11 ferroptosis drugs synergistic with HIFU in 4T1 TNBC cells.
- Developed targeted delivery of panobinostat using platelet-mimicking liposomes (Pan-PML) for enhanced combination therapy.
Main Results:
- Identified panobinostat as a drug synergizing with HIFU, reducing its IC50 by 5.27-fold.
- The combination of HIFU and Pan-PML significantly inhibited tumor growth and metastasis in a 4T1 TNBC mouse model.
- Demonstrated that the combination therapy suppressed histone deacetylase (HDAC) activity and promoted ferroptosis by downregulating SIRT3, activating anti-tumor immunity.
Conclusions:
- The omics-based framework effectively identifies synergistic drug-HIFU combinations for cancer therapy.
- The combination of HIFU and Pan-PML shows significant potential as a novel therapeutic strategy for TNBC.
- This approach offers a method to maximize antitumor efficacy by leveraging synergistic drug-HIFU interactions.
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