Time-efficient relaxation measurements by 31P MR fingerprinting in human brain at 7T
Lim, S.-I.; Widmaier, M. S.; Wenz, D.; Yun, J.; Xin, L.
Show abstract
PurposeThe goal of the study is to develop 31P spectroscopic MRF at 7T to measure T1 and T2 relaxation times simultaneously and to compare time efficiency and test-retest reproducibility of MRF with conventional inversion recovery and multi-TE methods. MethodsA 31P MRF scheme was designed based on a balanced steady-state free precession type sequence. Dictionary was generated using the Bloch equations. B0 map was acquired experimentally and incorporated into the dictionary. 7 phantoms with different T1 and T2 relaxation times were prepared for MRF validation. Simulations were performed to evaluate estimation bias. 7 volunteers were scanned twice using both MRF and the conventional methods to evaluate the reproducibility. ResultsIn phantom measurements, T1 and T2 values between MRF and conventional methods demonstrated a good agreement with Pearsons correlation coefficients of 0.99 and 0.97, respectively. In in vivo experiments, estimated T1 by MRF were in good agreement with those measured by the inversion recovery and in the literature. On the other hand, estimated T2 values by MRF were shorter than those measured by the multi-TE method. 31P MRF method can reduce the acquisition time by 15 min providing less than 10% of mean CV for T1 estimations and less than 20% of mean CV for T2 estimations of metabolites. ConclusionOur results shows the feasibility of simultaneous T1 and T2 measurement of 31P metabolites in human brain using MRF at 7T. High reproducibility can be achieved especially for T1 measurement with 40% time reduction over conventional methods.
Matching journals
The top 1 journal accounts for 50% of the predicted probability mass.
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 98%
- Mitochondrial Oxidative Phosphorylation Capacity in Skeletal Muscle Measured by Ultrafast Z-Spectroscopy (UFZ) MRI at 3T 97%
- Identifying out-of-voxel echoes in edited MRS with phase cycle inversion 97%
Similar papers in this journal
Similar papers in this journal
- Test-retest reproducibility of in vivo magnetization transfer ratio and saturation index in mice at 9.4 Tesla 94%
- Magnetic Resonance Spectroscopy Spectral Registration Using Deep Learning 94%
- Short-term variability of proton density fat fraction in pancreas and liver assessed by multi-echo chemical-shift encoding-based MRI at 3 T 93%
Similar papers in this journal
- Cerebrospinal Fluid Flow within Ventricles and Subarachnoid Space Evaluated by Velocity Selective Spin Labeling MRI 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%
- Mapping of Glutamate Metabolism using 1H FID-MRSI after oral Administration of Glc at 9.4 T 96%
Similar papers in this journal
"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.