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Updated: Dec 20, 2025

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Published on: May 26, 2018
HDO production from [2H7]glucose Quantitatively Identifies Warburg Metabolism
Rohit Mahar1, Patrick L Donabedian1, Matthew E Merritt2
1Department of Biochemistry and Molecular Biology, College of Medicine, University of Florida, Gainesville, FL, 32610, USA.
A new NMR method uses deuterated glucose to track cancer metabolism. This technique measures lactate and HDO production, offering a sensitive, non-invasive way to diagnose Warburg metabolism in cancers.
Area of Science:
- Biochemistry
- Medical Imaging
- Metabolic Engineering
Background:
- Cancer cells exhibit increased glucose uptake and aerobic glycolysis (Warburg effect).
- Current diagnostic methods for cancer metabolism are often costly, impractical, or have adverse effects.
- Sensitive detection of metabolic shifts is crucial for early cancer diagnosis and monitoring.
Purpose of the Study:
- To develop and validate a sensitive 1H/2H NMR method for measuring lactate isotopomer and HDO production kinetics.
- To utilize a deuterated glucose tracer for quantitative analysis of metabolic pathways in cancer cells.
- To explore the potential of HDO production as a diagnostic marker for Warburg metabolism.
Main Methods:
- Incubation of HUH-7 (hepatocellular carcinoma) and AML12 (normal hepatocytes) cells with [2H7]glucose.
- Acquisition of 1H/2H NMR data from cell media over time.
- Calculation of lactate isotopomer efflux rates and analysis of HDO production.
Main Results:
- Differential production of lactate isotopomers (lactate-CH3, lactate-CH2D, lactate-CHD2) was observed due to deuterium loss during glycolysis.
- A strong correlation between glucose uptake and HDO production was found in HUH-7 cells.
- Quantitative deuterium mass balance confirmed the link between [2H7]glucose uptake and 2H-lactate/HDO production.
Conclusions:
- Monitoring HDO production via 1H/2H NMR is a sensitive and potentially non-invasive diagnostic feature for Warburg metabolism in cancers.
- The kinetics of lactate isotopomer and HDO production can be accurately measured using NMR.
- Increased T1 relaxation times of 2H-lactate isotopomers suggest potential for metabolism-based contrast generation in MRI.
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