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Updated: May 28, 2026

Identification and Quantification of Deranged Metabolites in Critically Ill Patients Using NMR-Based Metabolomics
Published on: November 29, 2024
Magnetic resonance spectroscopy detectable metabolomic fingerprint of response to antineoplastic treatment
Alessia Lodi1, Sabrina M Ronen
1Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, California, United States of America.
Abstract:
Targeted therapeutic approaches are increasingly being implemented in the clinic, but early detection of response frequently presents a challenge as many new therapies lead to inhibition of tumor growth rather than tumor shrinkage. Development of novel non-invasive methods to monitor response to treatment is therefore needed. Magnetic resonance spectroscopy (MRS) and magnetic resonance spectroscopic imaging are non-invasive imaging methods that can be employed to monitor metabolism, and previous studies indicate that these methods can be useful for monitoring the metabolic consequences of treatment that are associated with early drug target modulation. However, single-metabolite biomarkers are often not specific to a particular therapy. Here we used an unbiased 1H MRS-based metabolomics approach to investigate the overall metabolic consequences of treatment with the phosphoinositide 3-kinase inhibitor LY294002 and the heat shock protein 90 inhibitor 17AAG in prostate and breast cancer cell lines. LY294002 treatment resulted in decreased intracellular lactate, alanine fumarate, phosphocholine and glutathione. Following 17AAG treatment, decreased intracellular lactate, alanine, fumarate and glutamine were also observed but phosphocholine accumulated in every case. Furthermore, citrate, which is typically observed in normal prostate tissue but not in tumors, increased following 17AAG treatment in prostate cells. This approach is likely to provide further information about the complex interactions between signaling and metabolic pathways. It also highlights the potential of MRS-based metabolomics to identify metabolic signatures that can specifically inform on molecular drug action.
Insights
Magnetic resonance spectroscopy (MRS) metabolomics offers a non-invasive method to detect early cancer treatment responses. This approach identified unique metabolic changes indicating drug action in prostate and breast cancer cells.
Area of Science:
- Oncology
- Metabolomics
- Medical Imaging
Background:
- Targeted cancer therapies require early response monitoring, which is challenging as treatments often inhibit growth rather than cause shrinkage.
- Non-invasive methods are needed to track treatment response, especially for therapies targeting specific molecular pathways.
- Magnetic resonance spectroscopy (MRS) can monitor cellular metabolism non-invasively, showing promise for early detection of treatment effects.
Purpose of the Study:
- To investigate the metabolic consequences of targeted therapies using an unbiased magnetic resonance spectroscopic (MRS) metabolomics approach.
- To identify specific metabolic signatures indicative of molecular drug action in cancer cell lines.
Main Methods:
- Utilized proton (1H) MRS-based metabolomics to analyze metabolic changes in prostate and breast cancer cell lines.
- Examined the effects of phosphoinositide 3-kinase inhibitor LY294002 and heat shock protein 90 inhibitor 17AAG on cellular metabolism.
Main Results:
- LY294002 treatment decreased intracellular lactate, alanine, fumarate, phosphocholine, and glutathione.
- 17AAG treatment decreased lactate, alanine, fumarate, and glutamine, while phosphocholine accumulated.
- Citrate levels increased in prostate cancer cells following 17AAG treatment, a marker typically absent in tumors.
Conclusions:
- MRS-based metabolomics can reveal complex signaling and metabolic pathway interactions.
- This approach has the potential to identify specific metabolic signatures for monitoring molecular drug action in cancer therapy.
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