Absolute quantification of brain deuterium metabolic imaging in healthy volunteers and glioblastoma patients at 7T
Karkouri, J.; Novoselova, M.; Miller, S.; Zhang, M.; Constantinou, A.; Graf, C.; Atkinson, D.; Tramm, B.; Schillak, S.; Mair, R.; Brindle, K.; Rodgers, C.
Show abstract
PurposeWe present a method for absolute quantification of deuterated metabolites in vivo at 7T. We describe acquisition protocols and an analysis pipeline compatible with 7T Terra MRIs, and apply these using a 2H/1H receive array in healthy volunteers and glioblastoma patients. MethodsB1+/B1- maps from multiple CSI scans in a uniform phantom were used to derive calibrated coil weights for absolute quantification, validated in phantoms with known deuterated compounds. 2H MRSI was performed in twelve healthy volunteers (two post-[6,6-2H2]-glucose) and five glioblastoma patients (all post-[6,6-2H2]-glucose). Spectra were fitted with OXSA, and Glx/Lac compared between tumor and normal-appearing brain using linear mixed-effects models. ResultsMeasured B1+ maps were [Formula] across the whole phantom. Natural abundance deuterium in water was 8.96 {+/-} 0.7 mmol/L. Absolute maps of HDO, Glc, Glx, and Lac were acquired following [6,6-2H2]glucose. Rate maps showed higher Lac production in tumors (2.3 mol/L/min, SE = 0.87) compared with normal-appearing regions (1.0 mol/L/min, SE = 0.36; p < 0.01) and healthy brain (0.5 mol/L/min, SE = 0.17; p < 0.01). Glx production was lower in tumors (3.8 mol/L/min, SE = 0.44) relative to normal-appearing regions (6.0 mol/L/min, SE = 0.36; p < 0.001) and healthy brain (9.2 mol/L/min, SE = 0.61; p < 0.001). ConclusionWe demonstrate robust absolute quantification for human 7T DMI. Glioblastomas showed elevated Lac and reduced Glx labeling relative to normal brain, with inter-patient heterogeneity consistent with an existence of different metabolic subtypes.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- 2-deoxy-D-glucose chemical exchange-sensitive spin-lock MRI of cerebral glucose metabolism after stroke in the rat 95%
- MRS-measured Glutamate versus GABA reflects excitatory versus inhibitory neural activities in awake mice 94%
- Concurrent assessment of neurometabolism and brain hemodynamics to comprehensively characterize the functional brain response to psychotropic drugs: an S-ketamine study 93%
Similar papers in this journal
Similar papers in this journal
- Reproducibility of 3D MRSI for imaging human brain glucose metabolism using direct ( 2 H) and indirect ( 1 H) detection of deuterium labeled compounds at 7T and clinical 3T 96%
- Mapping of Glutamate Metabolism using 1H FID-MRSI after oral Administration of Glc at 9.4 T 94%
- Deuterium metabolic imaging and hyperpolarized 13 C-MRI of the normal human brain at clinical field strength reveals differential cerebral metabolism 94%
Similar papers in this journal
- Meta-analysis and Open-source Database for In Vivo Brain Magnetic Resonance Spectroscopy Studies of Health and Disease 94%
- A Comprehensive Guide to MEGA-PRESS for GABA Measurement 90%
- Systematic analysis of in-source modifications of primary metabolites during flow-injection time-of-flight mass spectrometry 88%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.