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Clinically Feasible Microstructural MRI to Quantify Cervical Spinal Cord Tissue Injury Using DTI, MT, and T2*-Weighted Imaging: Assessment of Normative Data and Reliability.

作者信息

Martin A R, De Leener B, Cohen-Adad J, Cadotte D W, Kalsi-Ryan S, Lange S F, Tetreault L, Nouri A, Crawley A, Mikulis D J, Ginsberg H, Fehlings M G

机构信息

From the Division of Neurosurgery, Department of Surgery (A.R.M., D.W.C., S.K.-R., L.T., A.N., H.G., M.G.F.).

Polytechnique Montreal (B.D.L., J.C.-A.), Montréal, Quebec, Canada.

出版信息

AJNR Am J Neuroradiol. 2017 Jun;38(6):1257-1265. doi: 10.3174/ajnr.A5163. Epub 2017 Apr 20.


DOI:10.3174/ajnr.A5163
PMID:28428213
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7960088/
Abstract

BACKGROUND AND PURPOSE: DTI, magnetization transfer, T2*-weighted imaging, and cross-sectional area can quantify aspects of spinal cord microstructure. However, clinical adoption remains elusive due to complex acquisitions, cumbersome analysis, limited reliability, and wide ranges of normal values. We propose a simple multiparametric protocol with automated analysis and report normative data, analysis of confounding variables, and reliability. MATERIALS AND METHODS: Forty healthy subjects underwent T2WI, DTI, magnetization transfer, and T2WI at 3T in <35 minutes using standard hardware and pulse sequences. Cross-sectional area, fractional anisotropy, magnetization transfer ratio, and T2WI WM/GM signal intensity ratio were calculated. Relationships between MR imaging metrics and age, sex, height, weight, cervical cord length, and rostrocaudal level were analyzed. Test-retest coefficient of variation measured reliability in 24 DTI, 17 magnetization transfer, and 16 T2WI datasets. DTI with and without cardiac triggering was compared in 10 subjects. RESULTS: T2WI WM/GM showed lower intersubject coefficient of variation (3.5%) compared with magnetization transfer ratio (5.8%), fractional anisotropy (6.0%), and cross-sectional area (12.2%). Linear correction of cross-sectional area with cervical cord length, fractional anisotropy with age, and magnetization transfer ratio with age and height led to decreased coefficients of variation (4.8%, 5.4%, and 10.2%, respectively). Acceptable reliability was achieved for all metrics/levels (test-retest coefficient of variation < 5%), with T2*WI WM/GM comparing favorably with fractional anisotropy and magnetization transfer ratio. DTI with and without cardiac triggering showed no significant differences for fractional anisotropy and test-retest coefficient of variation. CONCLUSIONS: Reliable multiparametric assessment of spinal cord microstructure is possible by using clinically suitable methods. These results establish normalization procedures and pave the way for clinical studies, with the potential for improving diagnostics, objectively monitoring disease progression, and predicting outcomes in spinal pathologies.

摘要

相似文献

[1]
Clinically Feasible Microstructural MRI to Quantify Cervical Spinal Cord Tissue Injury Using DTI, MT, and T2*-Weighted Imaging: Assessment of Normative Data and Reliability.

AJNR Am J Neuroradiol. 2017-6

[2]
A Novel MRI Biomarker of Spinal Cord White Matter Injury: T2*-Weighted White Matter to Gray Matter Signal Intensity Ratio.

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[3]
Translating state-of-the-art spinal cord MRI techniques to clinical use: A systematic review of clinical studies utilizing DTI, MT, MWF, MRS, and fMRI.

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[4]
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[5]
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[6]
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[7]
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[8]
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[10]
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[2]
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[4]
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[5]
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[6]
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[7]
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[8]
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[9]
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[10]
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本文引用的文献

[1]
A Novel MRI Biomarker of Spinal Cord White Matter Injury: T2*-Weighted White Matter to Gray Matter Signal Intensity Ratio.

AJNR Am J Neuroradiol. 2017-6

[2]
SCT: Spinal Cord Toolbox, an open-source software for processing spinal cord MRI data.

Neuroimage. 2017-1-15

[3]
Gray matter segmentation of the spinal cord with active contours in MR images.

Neuroimage. 2016-8-2

[4]
ZOOM or Non-ZOOM? Assessing Spinal Cord Diffusion Tensor Imaging Protocols for Multi-Centre Studies.

PLoS One. 2016-5-12

[5]
Tract-specific and age-related variations of the spinal cord microstructure: a multi-parametric MRI study using diffusion tensor imaging (DTI) and inhomogeneous magnetization transfer (ihMT).

NMR Biomed. 2016-6

[6]
Voxel-based analysis of grey and white matter degeneration in cervical spondylotic myelopathy.

Sci Rep. 2016-4-20

[7]
Translating state-of-the-art spinal cord MRI techniques to clinical use: A systematic review of clinical studies utilizing DTI, MT, MWF, MRS, and fMRI.

Neuroimage Clin. 2015-12-4

[8]
White matter atlas of the human spinal cord with estimation of partial volume effect.

Neuroimage. 2015-10-1

[9]
Role of magnetic resonance imaging in predicting surgical outcome in patients with cervical spondylotic myelopathy.

Spine (Phila Pa 1976). 2015-2-1

[10]
Quantitative Magnetization Transfer Imaging as a Biomarker for Effects of Systemic Inflammation on the Brain.

Biol Psychiatry. 2015-7-1

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