Potential clinical impact of multiparametric quantitative MR spectroscopy in neurological disorders: A review and analysis.
Algorithms
Area Under Curve
Aspartic Acid
/ analogs & derivatives
Biomarkers
/ metabolism
Computer Simulation
Diagnosis, Computer-Assisted
/ methods
Humans
Linear Models
Magnetic Resonance Spectroscopy
Monte Carlo Method
Nervous System Diseases
/ diagnosis
Neurons
/ metabolism
Radio Waves
Reproducibility of Results
Signal Processing, Computer-Assisted
MRS
multiparametric MRI
qMRI
quantitative MRI
relaxation times
single-voxel spectroscopy
Journal
Magnetic resonance in medicine
ISSN: 1522-2594
Titre abrégé: Magn Reson Med
Pays: United States
ID NLM: 8505245
Informations de publication
Date de publication:
01 2020
01 2020
Historique:
received:
18
04
2019
revised:
06
06
2019
accepted:
29
06
2019
pubmed:
9
8
2019
medline:
3
2
2021
entrez:
9
8
2019
Statut:
ppublish
Résumé
Unlike conventional MR spectroscopy (MRS), which only measures metabolite concentrations, multiparametric MRS also quantifies their longitudinal (T A literature review was conducted to compile metabolic concentrations and relaxation times in a wide range of neuropathologies and regions of interest. Simulations were performed to construct receiver operating characteristic curves and compute the associated areas (area under the curve) to examine the sensitivity and specificity of MRS for detecting each pathology in each region. Classification accuracy was assessed using metabolite concentrations corrected using population-averages for T Compared with conventional MRS, multiparametric approaches yielded area under the curve improvements for almost all neuropathologies and regions of interest. The median area under the curve increased by 0.14 over the entire dataset, and by 0.24 over the 10 instances with the largest individual increases. Multiparametric MRS can substantially improve the clinical utility of MRS in diagnosing and assessing brain pathology, motivating the design and use of novel multiparametric sequences.
Identifiants
pubmed: 31393032
doi: 10.1002/mrm.27912
pmc: PMC6814297
mid: NIHMS1039763
doi:
Substances chimiques
Biomarkers
0
Aspartic Acid
30KYC7MIAI
N-acetylaspartate
997-55-7
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Review
Langues
eng
Sous-ensembles de citation
IM
Pagination
22-44Subventions
Organisme : NIA NIH HHS
ID : P30 AG008051
Pays : United States
Organisme : NINDS NIH HHS
ID : R21 NS112853
Pays : United States
Organisme : NINDS NIH HHS
ID : R01 NS097494
Pays : United States
Organisme : NIBIB NIH HHS
ID : P41 EB017183
Pays : United States
Informations de copyright
© 2019 International Society for Magnetic Resonance in Medicine.
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