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Atlas-Based Adaptive Hadamard-Encoded MR Spectroscopic Imaging at 3T

Background: This study aimed to develop a time-efficient method of acquiring simultaneous, dual-slice MR spectroscopic imaging (MRSI) for the evaluation of brain metabolism. Methods: Adaptive Hadamard-encoded pulses were developed and integrated with atlas-based automatic prescription. The excitatio...

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Autores principales: Liu, Huawei, Autry, Adam W., Larson, Peder E. Z., Xu, Duan, Li, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10514830/
https://www.ncbi.nlm.nih.gov/pubmed/37736980
http://dx.doi.org/10.3390/tomography9050127
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author Liu, Huawei
Autry, Adam W.
Larson, Peder E. Z.
Xu, Duan
Li, Yan
author_facet Liu, Huawei
Autry, Adam W.
Larson, Peder E. Z.
Xu, Duan
Li, Yan
author_sort Liu, Huawei
collection PubMed
description Background: This study aimed to develop a time-efficient method of acquiring simultaneous, dual-slice MR spectroscopic imaging (MRSI) for the evaluation of brain metabolism. Methods: Adaptive Hadamard-encoded pulses were developed and integrated with atlas-based automatic prescription. The excitation profiles were evaluated via simulation, phantom and volunteer experiments. The feasibility of γ-aminobutyric acid (GABA)-edited dual-slice MRSI was also assessed. Results: The signal between slices in the dual-band MRSI was less than 1% of the slice profiles. Data from a homemade phantom containing separate, interfacing compartments of creatine and acetate solutions demonstrated ~0.4% acetate signal contamination relative to the amplitude in the excited creatine compartment. The normalized signal-to-noise ratios from atlas-based acquisitions in volunteers were found to be comparable between dual-slice, Hadamard-encoded MRSI and 3D acquisitions. The mean and standard deviation of the coefficients of variation for NAA/Cho from the repeated volunteer scans were 8.2% ± 0.8% and 10.1% ± 3.7% in the top and bottom slices, respectively. GABA-edited, dual-slice MRSI demonstrated simultaneous detection of signals from GABA and coedited macromolecules (GABA+) from both superior grey and deep grey regions of volunteers. Conclusion: This study demonstrated a fully automated dual-slice MRSI acquisition using atlas-based automatic prescription and adaptive Hadamard-encoded pulses.
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spelling pubmed-105148302023-09-23 Atlas-Based Adaptive Hadamard-Encoded MR Spectroscopic Imaging at 3T Liu, Huawei Autry, Adam W. Larson, Peder E. Z. Xu, Duan Li, Yan Tomography Article Background: This study aimed to develop a time-efficient method of acquiring simultaneous, dual-slice MR spectroscopic imaging (MRSI) for the evaluation of brain metabolism. Methods: Adaptive Hadamard-encoded pulses were developed and integrated with atlas-based automatic prescription. The excitation profiles were evaluated via simulation, phantom and volunteer experiments. The feasibility of γ-aminobutyric acid (GABA)-edited dual-slice MRSI was also assessed. Results: The signal between slices in the dual-band MRSI was less than 1% of the slice profiles. Data from a homemade phantom containing separate, interfacing compartments of creatine and acetate solutions demonstrated ~0.4% acetate signal contamination relative to the amplitude in the excited creatine compartment. The normalized signal-to-noise ratios from atlas-based acquisitions in volunteers were found to be comparable between dual-slice, Hadamard-encoded MRSI and 3D acquisitions. The mean and standard deviation of the coefficients of variation for NAA/Cho from the repeated volunteer scans were 8.2% ± 0.8% and 10.1% ± 3.7% in the top and bottom slices, respectively. GABA-edited, dual-slice MRSI demonstrated simultaneous detection of signals from GABA and coedited macromolecules (GABA+) from both superior grey and deep grey regions of volunteers. Conclusion: This study demonstrated a fully automated dual-slice MRSI acquisition using atlas-based automatic prescription and adaptive Hadamard-encoded pulses. MDPI 2023-08-23 /pmc/articles/PMC10514830/ /pubmed/37736980 http://dx.doi.org/10.3390/tomography9050127 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Liu, Huawei
Autry, Adam W.
Larson, Peder E. Z.
Xu, Duan
Li, Yan
Atlas-Based Adaptive Hadamard-Encoded MR Spectroscopic Imaging at 3T
title Atlas-Based Adaptive Hadamard-Encoded MR Spectroscopic Imaging at 3T
title_full Atlas-Based Adaptive Hadamard-Encoded MR Spectroscopic Imaging at 3T
title_fullStr Atlas-Based Adaptive Hadamard-Encoded MR Spectroscopic Imaging at 3T
title_full_unstemmed Atlas-Based Adaptive Hadamard-Encoded MR Spectroscopic Imaging at 3T
title_short Atlas-Based Adaptive Hadamard-Encoded MR Spectroscopic Imaging at 3T
title_sort atlas-based adaptive hadamard-encoded mr spectroscopic imaging at 3t
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10514830/
https://www.ncbi.nlm.nih.gov/pubmed/37736980
http://dx.doi.org/10.3390/tomography9050127
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