Pathological Insights From Quantitative Susceptibility Mapping and Diffusion Tensor Imaging in Ice Hockey Players Pre and Post-concussion

被引:16
作者
Weber, Alexander M. [1 ,2 ]
Pukropski, Anna [3 ]
Kames, Christian [2 ,4 ]
Jarrett, Michael [1 ,2 ]
Dadachanji, Shiroy [5 ]
Taunton, Jack [5 ]
Li, David K. B. [2 ,6 ,7 ]
Rauscher, Alexander [1 ,2 ,6 ]
机构
[1] Univ British Columbia, Dept Pediat, Div Neurol, Vancouver, BC, Canada
[2] Univ British Columbia, UBC MRI Res Ctr, Vancouver, BC, Canada
[3] Univ Osnabrueck, Program Cognit Sci, Osnabruck, Germany
[4] Univ British Columbia, Dept Phys & Astron, Vancouver, BC, Canada
[5] Univ British Columbia, Fac Med, Div Sports Med, Vancouver, BC, Canada
[6] Univ British Columbia, Dept Radiol, Vancouver, BC, Canada
[7] Univ British Columbia, MS MRI Res Grp, Vancouver, BC, Canada
基金
加拿大健康研究院;
关键词
concussion; quantitative susceptibility mapping; diffusion tensor imaging; axial diffusivity; radial diffusivity; myelin; white matter; magnetic resonance imaging; TRAUMATIC BRAIN-INJURY; MYELIN WATER FRACTION; MULTIPLE-SCLEROSIS; DEGENERATION; AXON; DEMYELINATION; DECOMPACTION; MECHANISMS; BIOLOGY; DAMAGE;
D O I
10.3389/fneur.2018.00575
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Myelin sensitive MRI techniques, such as diffusion tensor imaging and myelin water imaging, have previously been used to reveal changes in myelin after sports-related concussions. What is not clear from these studies, however, is how myelin is affected: whether it becomes degraded and possibly removed, or whether the myelin sheath loosens and becomes "decompacted". Previously, our team revealed myelin specific changes in ice hockey players 2 weeks post-concussion using myelin water imaging. In that study, 45 subjects underwent a pre-season baseline scan, 11 of which sustained a concussion during play and received follow-up scans: eight were scanned within 3 days, 10 were scanned at 14 days, and nine were scanned at 60 days. In the current retrospective analysis, we used quantitative susceptibility mapping, along with the diffusion tensor imaging measures axial diffusivity and radial diffusivity, to investigate this myelin disruption. If sports-related concussive hits lead to myelin fragmentation in regions of lowered MWF, this should result in a measurable increase in magnetic susceptibility, due to the anisotropic myelin fragmenting into isotropic myelin debris, and the diamagnetic myelin tissue being removed, while no such changes should be expected if the myelin sheath simply loosens and becomes decompacted. An increase in radial diffusivity would likewise reveal myelin fragmentation, as myelin sheaths block water diffusion out of the axon, with little to no changes expected for myelin sheath loosening. Statistical analysis of the same voxels-of-interest that were found to have reduced myelin water fraction 2 weeks post-concussion, revealed no statistically significant changes in magnetic susceptibility, axial diffusivity, or radial diffusivity at any time-point post-concussion. This suggests that myelin water fraction changes are likely due to a loosening of the myelin sheath structure, as opposed to fragmentation and removal of myelin debris.
引用
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页数:8
相关论文
共 51 条
[1]  
BAAYEN R.H., 2013, languageR: Data sets and functions with "Analyzing Linguistic Data: A practical introduction to statistics"
[2]   Fitting Linear Mixed-Effects Models Using lme4 [J].
Bates, Douglas ;
Maechler, Martin ;
Bolker, Benjamin M. ;
Walker, Steven C. .
JOURNAL OF STATISTICAL SOFTWARE, 2015, 67 (01) :1-48
[3]   Biology of oligodendrocyte and myelin in the mammalian central nervous system [J].
Baumann, N ;
Pham-Dinh, D .
PHYSIOLOGICAL REVIEWS, 2001, 81 (02) :871-927
[4]   Characterization and propagation of uncertainty in diffusion-weighted MR imaging [J].
Behrens, TEJ ;
Woolrich, MW ;
Jenkinson, M ;
Johansen-Berg, H ;
Nunes, RG ;
Clare, S ;
Matthews, PM ;
Brady, JM ;
Smith, SM .
MAGNETIC RESONANCE IN MEDICINE, 2003, 50 (05) :1077-1088
[5]   Diffusion MR Imaging in Mild Traumatic Brain Injury [J].
Borja, Maria J. ;
Chung, Sohae ;
Lui, Yvonne W. .
NEUROIMAGING CLINICS OF NORTH AMERICA, 2018, 28 (01) :117-+
[6]   Toward accurate diagnosis of white matter pathology using diffusion tensor imaging [J].
Budde, Matthew D. ;
Kim, Joong Hee ;
Liang, Hsiao-Fang ;
Schmidt, Robert E. ;
Russell, John H. ;
Cross, Anne H. ;
Song, Sheng-Kwei .
MAGNETIC RESONANCE IN MEDICINE, 2007, 57 (04) :688-695
[7]   RESPONSES OF THE SUPRACHIASMATIC NUCLEUS TO RETINOHYPOTHALAMIC TRACT VOLLEYS IN A SLICE PREPARATION OF THE MOUSE HYPOTHALAMUS [J].
CAHILL, GM ;
MENAKER, M .
BRAIN RESEARCH, 1989, 479 (01) :65-75
[8]   Quantifying white matter tract diffusion parameters in the presence of increased extra-fiber cellularity and vasogenic edema [J].
Chiang, Chia-Wen ;
Wang, Yong ;
Sun, Peng ;
Lin, Tsen-Hsuan ;
Trinkaus, Kathryn ;
Cross, Anne H. ;
Song, Sheng-Kwei .
NEUROIMAGE, 2014, 101 :310-319
[9]   Diffusion tensor imaging of time-dependent axonal and myelin degradation after corpus callosotomy in epilepsy patients [J].
Concha, Luis ;
Gross, Donald W. ;
Wheatley, B. Matt ;
Beaulieu, Christian .
NEUROIMAGE, 2006, 32 (03) :1090-1099
[10]   Repeated mild traumatic brain injury results in long-term white-matter disruption [J].
Donovan, Virginia ;
Kim, Claudia ;
Anugerah, Ariana K. ;
Coats, Jacqueline S. ;
Oyoyo, Udochuwku ;
Pardo, Andrea C. ;
Obenaus, Andre .
JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2014, 34 (04) :715-723