Tract-specific analysis of diffusion MRI at 3T detects cervical spinal cord aberrations in multiple sclerosis

被引:0
作者
Witt, Atlee A. [1 ,2 ]
Fleishman, Sawyer [1 ]
Houston, Delaney [1 ]
Prock, Logan E. [1 ]
Sweeney, Grace [1 ]
Mcgonigle, Trey [3 ]
Vandekar, Simon [3 ]
Chamberland, Maxime [4 ]
Stubblefield, Seth [5 ]
Mcknight, Colin D. [5 ]
O'Grady, Kristin P. [1 ,5 ,6 ]
Schilling, Kurt [1 ,6 ]
Smith, Seth A. [1 ,5 ,6 ]
机构
[1] Vanderbilt Univ, Inst Imaging Sci, Med Ctr, Nashville, TN 37235 USA
[2] Vanderbilt Univ, Sch Med, Nashville, TN 37235 USA
[3] Vanderbilt Univ, Med Ctr, Dept Biostat, Nashville, TN USA
[4] Eindhoven Univ Technol, Dept Math & Comp Sci, Eindhoven, Netherlands
[5] Vanderbilt Univ, Dept Radiol & Radiol Sci, Med Ctr, Nashville, TN USA
[6] Vanderbilt Univ, Dept Biomed Engn, Nashville, TN USA
来源
IMAGING NEUROSCIENCE | 2025年 / 3卷
关键词
spinal cord; magnetic resonance imaging; multiple sclerosis; diffusion tensor imaging; tractography; WHITE-MATTER; FRACTIONAL ANISOTROPY; TENSOR TRACTOGRAPHY; MEAN DIFFUSIVITY; LESION-LOAD; AGE; DISABILITY; REPRODUCIBILITY; ATROPHY; BUNDLES;
D O I
10.1162/IMAG.a.72
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
In people with multiple sclerosis (MS), diffusion tensor imaging (DTI) applied in the spinal cord (SC) can reveal microstructural damage prior to significant symptom burden, yet lacks specificity. Diffusion tensor tractography goes beyond conventional DTI-derived microstructural indices and, though widely applied in the brain, has yet to be fully exploited in the SC of people with relapsing-remitting MS (pwRRMS). We sought to determine the course of streamlines within cervical SC white matter (WM) fiber tracts in 46 healthy controls (HCs) and 56 pwRRMS scanned at 3T and investigate whether tractography provides added value beyond conventional analyses. We extended conventional lesion load analysis by investigating lesion load specific to white matter columns and streamlines within white matter columns, and quantified diffusion features along streamlines within a column. We identified reduced fractional anisotropy (FA) within WM columns for females and older participants, though these findings were more limited in WM streamlines. We also determined no significant associations between clinical variables and either lesion load or microstructural indices as derived from streamlines. While tractography in the MS SC may have value for visualization purposes, we did not determine added benefit to applying tractography compared to conventional volume or voxel-based analyses.
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页数:15
相关论文
共 66 条
[1]   Evidence for enhanced functional activity of cervical cord in relapsing multiple sclerosis [J].
Agosta, F. ;
Valsasina, P. ;
Rocca, M. A. ;
Caputo, D. ;
Sala, S. ;
Judica, E. ;
Stroman, P. W. ;
Filippi, M. .
MAGNETIC RESONANCE IN MEDICINE, 2008, 59 (05) :1035-1042
[2]   Diffusion tensor imaging of the brain [J].
Alexander, Andrew L. ;
Lee, Jee Eun ;
Lazar, Mariana ;
Field, Aaron S. .
NEUROTHERAPEUTICS, 2007, 4 (03) :316-329
[3]  
[Anonymous], 2024, R Foundation for Statistical Computing
[4]   Reproducibility of resting state spinal cord networks in healthy volunteers at 7 Tesla [J].
Barry, Robert L. ;
Rogers, Baxter P. ;
Conrad, Benjamin N. ;
Smith, Seth A. ;
Gore, John C. .
NEUROIMAGE, 2016, 133 :31-40
[5]   Age-Related Alterations in DTI Metrics in the Human Brain-Consequences for Age Correction [J].
Behler, Anna ;
Kassubek, Jan ;
Mueller, Hans-Peter .
FRONTIERS IN AGING NEUROSCIENCE, 2021, 13
[6]  
Bells S., Tractometry comprehensive multi-modal quantitative assessment of white matter along specific tracts
[7]   Age-Related Differences in Multiple Measures of White Matter Integrity: A Diffusion Tensor Imaging Study of Healthy Aging [J].
Bennett, Ilana J. ;
Madden, David J. ;
Vaidya, Chandan J. ;
Howard, Darlene V. ;
Howard, James H., Jr. .
HUMAN BRAIN MAPPING, 2010, 31 (03) :378-390
[8]   Multiple sclerosis lesions and atrophy in the spinal cord: Distribution across vertebral levels and correlation with disability [J].
Bussas, Matthias ;
El Husseini, Malek ;
Harabacz, Laura ;
Pineker, Viktor ;
Grahl, Sophia ;
Pongratz, Viola ;
Berthele, Achim ;
Riederer, Isabelle ;
Zimmer, Claus ;
Hemmer, Bernhard ;
Kirschke, Jan S. ;
Muhlau, Mark .
NEUROIMAGE-CLINICAL, 2022, 34
[9]   Beyond Lesion-Load: Tractometry-Based Metrics for Characterizing White Matter Lesions within Fibre Pathways [J].
Chamberland, Maxime ;
Winter, Mia ;
Brice, Thomas A. W. ;
Jones, Derek K. ;
Tallantyre, Emma C. .
COMPUTATIONAL DIFFUSION MRI, 2021, :227-237
[10]   Real-time multi-peak tractography for instantaneous connectivity display [J].
Chamberland, Maxime ;
Whittingstall, Kevin ;
Fortin, David ;
Mathieu, David ;
Descoteaux, Maxime .
FRONTIERS IN NEUROINFORMATICS, 2014, 8