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Updated: Aug 19, 2026

Induction of Mesenchymal-Epithelial Transitions in Sarcoma Cells
Published on: April 7, 2017
Multinuclear NMR and MRI Reveal an Early Metabolic Response to mTOR Inhibition in Sarcoma
Valentina Di Gialleonardo1, Hannah N Aldeborgh1, Vesselin Miloushev1
1Radiology and Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, New York.
Abstract:
Biomarkers predicting rapalog responses in sarcomas where PI3K and mTOR are often hyperactivated could improve the suitable recruitment of responsive patients to clinical trials. PI3K/mTOR pathway activation drives energy production by regulating anaerobic glycolysis in cancer cells, suggesting a route toward a monitoring strategy. In this study, we took a multimodality approach to evaluate the phenotypic effects and metabolic changes that occur with inhibition of the PI3K/mTOR pathway. Its central role in regulating glycolysis in human sarcomas was evaluated by short- and long-term rapamycin treatment in sarcoma cell lines. We observed an overall decrease in lactate production in vitro, followed by cell growth inhibition. In vivo, we observed a similar quantitative reduction in lactate production as monitored by hyperpolarized MRI, also followed by tumor size changes. This noninvasive imaging method could distinguish reduced cell proliferation from induction of cell death. Our results illustrate the use of hyperpolarized MRI as a sensitive technique to monitor drug-induced perturbation of the PI3K/mTOR pathway in sarcomas. Cancer Res; 77(11); 3113-20. ©2017 AACR.
Insights
Hyperpolarized MRI can monitor PI3K/mTOR pathway inhibition in sarcomas. This approach tracks metabolic changes and tumor response to rapamycin, aiding clinical trial recruitment.
Area of Science:
- Oncology
- Biochemistry
- Medical Imaging
Background:
- PI3K and mTOR pathway hyperactivation is common in sarcomas.
- This pathway regulates anaerobic glycolysis, impacting cancer cell energy production.
- Identifying predictive biomarkers for rapalog therapy is crucial for patient selection.
Purpose of the Study:
- To evaluate phenotypic and metabolic effects of PI3K/mTOR pathway inhibition.
- To assess the role of this pathway in regulating glycolysis in human sarcomas.
- To explore hyperpolarized MRI as a monitoring strategy for therapeutic response.
Main Methods:
- Utilized a multimodality approach including in vitro cell line studies and in vivo animal models.
- Administered short- and long-term rapamycin treatment to sarcoma cell lines.
- Employed hyperpolarized Magnetic Resonance Imaging (MRI) to monitor metabolic changes in vivo.
Main Results:
- Observed decreased lactate production and cell growth inhibition in vitro following rapamycin treatment.
- Quantitatively monitored a similar reduction in lactate production in vivo using hyperpolarized MRI.
- Demonstrated that hyperpolarized MRI can differentiate reduced cell proliferation from cell death.
Conclusions:
- Hyperpolarized MRI is a sensitive, noninvasive technique for monitoring PI3K/mTOR pathway drug-induced perturbations in sarcomas.
- This imaging method can assess treatment response by tracking metabolic shifts.
- The findings support the use of hyperpolarized MRI in clinical trials for sarcoma patients.
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