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A Patient-Derived Xenograft Model for Venous Malformation
Published on: June 15, 2020
Hyperpolarized MRI Visualizes Warburg Effects and Predicts Treatment Response to mTOR Inhibitors in Patient-Derived
Yiyu Dong1, Roozbeh Eskandari2,3, Chelsea Ray1
1Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York.
Abstract:
The ever-changing tumor microenvironment constantly challenges individual cancer cells to balance supply and demand, presenting tumor vulnerabilities and therapeutic opportunities. Everolimus and temsirolimus are inhibitors of mTOR (mTORi) approved for treating metastatic renal cell carcinoma (mRCC). However, treatment outcome varies greatly among patients. Accordingly, administration of mTORi in mRCC is diminishing, which could potentially result in missing timely delivery of effective treatment for select patients. Here, we implemented a clinically applicable, integrated platform encompassing a single dose of [1-13C] pyruvate to visualize the in vivo effect of mTORi on the conversion of pyruvate to lactate using hyperpolarized MRI. A striking difference that predicts treatment benefit was demonstrated using two preclinical models derived from patients with clear cell RCC (ccRCC) who exhibited primary resistance to VEGFRi and quickly succumbed to their diseases within 6 months after the diagnosis of metastasis without receiving mTORi. Our findings suggest that hyperpolarized MRI could be further developed to personalize kidney cancer treatment. SIGNIFICANCE: These findings demonstrate hyperpolarized [1-13C]pyruvate MRI as a tool for accurately assessing the clinical success of mTOR inhibition in patients with ccRCC.
Insights
Hyperpolarized MRI using [1-13C] pyruvate can assess mTOR inhibitor effectiveness in metastatic renal cell carcinoma. This approach helps personalize treatment by predicting patient response to therapy.
Area of Science:
- Oncology
- Medical Imaging
- Biochemistry
Background:
- Metastatic renal cell carcinoma (mRCC) treatment outcomes vary with mTOR inhibitors (mTORi).
- Decreasing mTORi use in mRCC may lead to missed therapeutic opportunities for some patients.
- Understanding treatment response is crucial for personalized oncology.
Purpose of the Study:
- To develop a hyperpolarized MRI method to visualize the in vivo metabolic effects of mTOR inhibitors.
- To assess the potential of [1-13C] pyruvate MRI for predicting treatment benefit in clear cell RCC (ccRCC).
Main Methods:
- Implementation of a clinically applicable platform using a single dose of [1-13C] pyruvate.
- Utilizing hyperpolarized Magnetic Resonance Imaging (MRI) to monitor pyruvate-to-lactate conversion.
- Testing the method in preclinical models of ccRCC with primary resistance to VEGFR inhibitors.
Main Results:
- Demonstrated a striking difference in metabolic response to mTORi that predicts treatment benefit.
- Successfully visualized the in vivo effect of mTORi on pyruvate metabolism.
- Identified hyperpolarized MRI as a tool to assess mTOR inhibition efficacy.
Conclusions:
- Hyperpolarized [1-13C] pyruvate MRI can accurately assess clinical success of mTOR inhibition in ccRCC.
- This imaging technique offers potential for personalizing kidney cancer treatment strategies.
- Further development of hyperpolarized MRI could improve patient selection for mTORi therapy.
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