Evaluating single-point quantitative magnetization transfer in the cervical spinal cord: Application to multiple sclerosis

Spinal cord (SC) damage is linked to clinical deficits in patients with multiple sclerosis (MS), however, conventional MRI methods are not specific to the underlying macromolecular tissue changes that may precede overt lesion detection. Single-point quantitative magnetization transfer (qMT) is a met...

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Main Authors: Alex K. Smith, Samantha By, Bailey D. Lyttle, Richard D. Dortch, Bailey A. Box, Lydia J. Mckeithan, Saakshi Thukral, Francesca Bagnato, Siddharama Pawate, Seth A. Smith
Format: Article
Language:English
Published: Elsevier 2017-01-01
Series:NeuroImage: Clinical
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158217301754
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spelling doaj-ac7a1f763e5e4b96b7e2207164ffb6992020-11-24T23:59:50ZengElsevierNeuroImage: Clinical2213-15822017-01-01165865Evaluating single-point quantitative magnetization transfer in the cervical spinal cord: Application to multiple sclerosisAlex K. Smith0Samantha By1Bailey D. Lyttle2Richard D. Dortch3Bailey A. Box4Lydia J. Mckeithan5Saakshi Thukral6Francesca Bagnato7Siddharama Pawate8Seth A. Smith9Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA; Vanderbilt University Institute of Imaging Sciences, Vanderbilt University, Nashville, TN, USA; Functional MRI of the Brain Centre, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UKDepartment of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA; Vanderbilt University Institute of Imaging Sciences, Vanderbilt University, Nashville, TN, USAVanderbilt University Institute of Imaging Sciences, Vanderbilt University, Nashville, TN, USAVanderbilt University Institute of Imaging Sciences, Vanderbilt University, Nashville, TN, USA; Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, TN, USAVanderbilt University Institute of Imaging Sciences, Vanderbilt University, Nashville, TN, USADepartment of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA; Vanderbilt University Institute of Imaging Sciences, Vanderbilt University, Nashville, TN, USAVanderbilt University Institute of Imaging Sciences, Vanderbilt University, Nashville, TN, USA; Merrol Hyde Magnet School, Hendersonville, TN, USAVanderbilt University Institute of Imaging Sciences, Vanderbilt University, Nashville, TN, USA; Department of Neurology, Vanderbilt University, Nashville, TN, USAVanderbilt University Institute of Imaging Sciences, Vanderbilt University, Nashville, TN, USA; Merrol Hyde Magnet School, Hendersonville, TN, USADepartment of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA; Vanderbilt University Institute of Imaging Sciences, Vanderbilt University, Nashville, TN, USA; Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, TN, USA; Corresponding author at: 1161 21st Avenue South, Nashville, TN, USA.Spinal cord (SC) damage is linked to clinical deficits in patients with multiple sclerosis (MS), however, conventional MRI methods are not specific to the underlying macromolecular tissue changes that may precede overt lesion detection. Single-point quantitative magnetization transfer (qMT) is a method that can provide high-resolution indices sensitive to underlying macromolecular composition in a clinically feasible scan time by reducing the number of MT-weighted acquisitions and utilizing a two-pool model constrained by empirically determined constants. As the single-point qMT method relies on a priori constraints, it has not been employed extensively in patients, where these constraints may vary, and thus, the biases inherent in this model have not been evaluated in a patient cohort. We, therefore, addressed the potential biases in the single point qMT model by acquiring qMT measurements in the cervical SC in patient and control cohorts and evaluated the differences between the control and patient-derived qMT constraints (kmf, T2fR1f, and T2m) for the single point model. We determined that the macromolecular to free pool size ratio (PSR) differences between the control and patient-derived constraints are not significant (p>0.149 in all cases). Additionally, the derived PSR for each cohort was compared, and we reported that the white matter PSR in healthy volunteers is significantly different from lesions (p<0.005) and normal appearing white matter (p<0.02) in all cases. The single point qMT method is thus a valuable method to quantitatively estimate white matter pathology in MS in a clinically feasible scan time. Keywords: Multiple sclerosis, Spinal cord, Normal appearing white matter, qMT, MThttp://www.sciencedirect.com/science/article/pii/S2213158217301754
collection DOAJ
language English
format Article
sources DOAJ
author Alex K. Smith
Samantha By
Bailey D. Lyttle
Richard D. Dortch
Bailey A. Box
Lydia J. Mckeithan
Saakshi Thukral
Francesca Bagnato
Siddharama Pawate
Seth A. Smith
spellingShingle Alex K. Smith
Samantha By
Bailey D. Lyttle
Richard D. Dortch
Bailey A. Box
Lydia J. Mckeithan
Saakshi Thukral
Francesca Bagnato
Siddharama Pawate
Seth A. Smith
Evaluating single-point quantitative magnetization transfer in the cervical spinal cord: Application to multiple sclerosis
NeuroImage: Clinical
author_facet Alex K. Smith
Samantha By
Bailey D. Lyttle
Richard D. Dortch
Bailey A. Box
Lydia J. Mckeithan
Saakshi Thukral
Francesca Bagnato
Siddharama Pawate
Seth A. Smith
author_sort Alex K. Smith
title Evaluating single-point quantitative magnetization transfer in the cervical spinal cord: Application to multiple sclerosis
title_short Evaluating single-point quantitative magnetization transfer in the cervical spinal cord: Application to multiple sclerosis
title_full Evaluating single-point quantitative magnetization transfer in the cervical spinal cord: Application to multiple sclerosis
title_fullStr Evaluating single-point quantitative magnetization transfer in the cervical spinal cord: Application to multiple sclerosis
title_full_unstemmed Evaluating single-point quantitative magnetization transfer in the cervical spinal cord: Application to multiple sclerosis
title_sort evaluating single-point quantitative magnetization transfer in the cervical spinal cord: application to multiple sclerosis
publisher Elsevier
series NeuroImage: Clinical
issn 2213-1582
publishDate 2017-01-01
description Spinal cord (SC) damage is linked to clinical deficits in patients with multiple sclerosis (MS), however, conventional MRI methods are not specific to the underlying macromolecular tissue changes that may precede overt lesion detection. Single-point quantitative magnetization transfer (qMT) is a method that can provide high-resolution indices sensitive to underlying macromolecular composition in a clinically feasible scan time by reducing the number of MT-weighted acquisitions and utilizing a two-pool model constrained by empirically determined constants. As the single-point qMT method relies on a priori constraints, it has not been employed extensively in patients, where these constraints may vary, and thus, the biases inherent in this model have not been evaluated in a patient cohort. We, therefore, addressed the potential biases in the single point qMT model by acquiring qMT measurements in the cervical SC in patient and control cohorts and evaluated the differences between the control and patient-derived qMT constraints (kmf, T2fR1f, and T2m) for the single point model. We determined that the macromolecular to free pool size ratio (PSR) differences between the control and patient-derived constraints are not significant (p>0.149 in all cases). Additionally, the derived PSR for each cohort was compared, and we reported that the white matter PSR in healthy volunteers is significantly different from lesions (p<0.005) and normal appearing white matter (p<0.02) in all cases. The single point qMT method is thus a valuable method to quantitatively estimate white matter pathology in MS in a clinically feasible scan time. Keywords: Multiple sclerosis, Spinal cord, Normal appearing white matter, qMT, MT
url http://www.sciencedirect.com/science/article/pii/S2213158217301754
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