Metabolic modelling and time-resolved mapping of glucose oxidative metabolism in rats brain by indirect deuterium detection with 1H-FID-MRSI at 9.4T
Siviglia, A.; Nossa, G.; Alves, B.; Niess, F.; Duguid, A.; Starcuk, Z.; Bogner, W.; Strasser, B.; Cudalbu, C.; Lanz, B.
Show abstract
ObjectThe present study exploits newly developed dynamic indirect 1H-[2H]-FID-MRSI at 9.4T, combined with a dedicated metabolic model, to enable regional and quantitative characterization of glucose oxidative metabolism flux in the rat brain with minimal metabolic assumptions, by measuring both 2H-labelled Glx turnover and pool size along a controlled 2H-Glc infusion protocol. Materials and MethodsSeven rats underwent dynamic 2D 1H-FID-MRSI during a 2-hour infusion of [6,6-2H2] glucose. Consecutive 13-min acquisitions quantified Glx-C4 1H-signal decay, converted to 2H-Glx concentrations using baseline metabolite pool sizes. A three-pool kinetic model including 2H-label loss was fitted to regional turnover curves to estimate oxidative flux (Vgt) and pyruvate dilution (Kdil). Model performance and parameter robustness were finally assessed with Monte-Carlo simulations. ResultsIn vivo 2H-Glx turnover showed a saturated exponential rise ([~]60 min), with a labelling plateau higher in striatum (1.85 mol/g) than hippocampus (1.55 mol/g). Metabolic modelling provided region-specific oxidative fluxes: Vgt = 0.27 {+/-} 0.07 mol/g/min (hippocampus) and Vgt = 0.40 {+/-} 0.06 mol/g/min (striatum), with consistent Kdil across regions. Simulations confirmed a good model robustness in retrieving Vgt over a large range of experimental conditions. DiscussionThis work shows the appropriateness of indirect dynamic 1H-[2H]-FID-MRSI for quantitative metabolic flux mapping of cerebral glucose oxidative metabolism.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Fast in vivo 23Na imaging and T2* mapping using accelerated 2D-FID magnetic resonance spectroscopic imaging at 3 T: Proof of concept and reliability study 95%
- Adaptive Baseline Fitting for 1H MR Spectroscopy Analysis 95%
- Musculoskeletal fat imaging and quantification by high-resolution metabolite cycling magnetic resonance spectroscopic imaging at 3 T: A fast method to generate separate distribution maps of lipid components 95%
Similar papers in this journal
- Mapping of Glutamate Metabolism using 1H FID-MRSI after oral Administration of Glc at 9.4 T 96%
- 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%
- Deuterium metabolic imaging and hyperpolarized 13 C-MRI of the normal human brain at clinical field strength reveals differential cerebral metabolism 95%
Similar papers in this journal
Similar papers in this journal
- GABA quantification in human anterior cingulate cortex 94%
- Perturbed neurochemical and microstructural organization in a mouse model of prenatal opioid exposure: a multi-modal magnetic resonance study 93%
- Acceleration of chemical shift encoding-based water fat MRI for liver proton density fat fraction and T2* mapping using compressed sensing 93%
"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.