Relating diffusion tensor imaging measurements to microstructural quantities in the cerebral cortex in multiple sclerosis

被引:21
作者
McKavanagh, Rebecca [1 ]
Torso, Mario [1 ]
Jenkinson, Mark [2 ]
Kolasinski, James [2 ]
Stagg, Charlotte J. [2 ]
Esiri, Margaret M. [1 ]
McNab, Jennifer A. [2 ]
Johansen-Berg, Heidi [2 ]
Miller, Karla L. [2 ]
Chance, Steven A. [1 ]
机构
[1] Univ Oxford, Nuffield Dept Clin Neurosci, Oxford OX3 9DU, England
[2] Univ Oxford, Nuffield Dept Clin Neurosci, Wellcome Ctr Integrat Neuroimaging, FMRIB, Oxford, England
基金
英国惠康基金;
关键词
cortex; diffusion tensor imaging; minicolumns; multiple sclerosis; postmortem; POSTMORTEM HUMAN BRAINS; AUDITORY-CORTEX; MAGNETIC-RESONANCE; TISSUE; CYTOARCHITECTURE; ORGANIZATION; MRI; MINICOLUMNS; ORIENTATION; ASYMMETRY;
D O I
10.1002/hbm.24711
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
To investigate whether the observed anisotropic diffusion in cerebral cortex may reflect its columnar cytoarchitecture and myeloarchitecture, as a potential biomarker for disease-related changes, we compared postmortem diffusion magnetic resonance imaging scans of nine multiple sclerosis brains with histology measures from the same regions. Histology measurements assessed the cortical minicolumnar structure based on cell bodies and associated axon bundles in dorsolateral prefrontal cortex (Area 9), Heschl's gyrus (Area 41), and primary visual cortex (V1). Diffusivity measures included mean diffusivity, fractional anisotropy of the cortex, and three specific measures that may relate to the radial minicolumn structure: the angle of the principal diffusion direction in the cortex, the component that was perpendicular to the radial direction, and the component that was parallel to the radial direction. The cellular minicolumn microcircuit features were correlated with diffusion angle in Areas 9 and 41, and the axon bundle features were correlated with angle in Area 9 and to the parallel component in V1 cortex. This may reflect the effect of minicolumn microcircuit organisation on diffusion in the cortex, due to the number of coherently arranged membranes and myelinated structures. Several of the cortical diffusion measures showed group differences between MS brains and control brains. Differences between brain regions were also found in histology and diffusivity measurements consistent with established regional variation in cytoarchitecture and myeloarchitecture. Therefore, these novel measures may provide a surrogate of cortical organisation as a potential biomarker, which is particularly relevant for detecting regional changes in neurological disorders.
引用
收藏
页码:4417 / 4431
页数:15
相关论文
共 63 条
  • [1] Incorporating outlier detection and replacement into a non-parametric framework for movement and distortion correction of diffusion MR images
    Andersson, Jesper L. R.
    Graham, Mark S.
    Zsoldos, Eniko
    Sotiropoulos, Stamatios N.
    [J]. NEUROIMAGE, 2016, 141 : 556 - 572
  • [2] [Anonymous], 2013, R: A Language and Environment for Statistical Computing 55
  • [3] [Anonymous], CYTOARCHITEKTONIK HI
  • [4] Anwander A., 2010, P INT SOC MAGN RESON, V18, P109
  • [5] Visualization of Cortical Lamination Patterns with Magnetic Resonance Imaging
    Barazany, Daniel
    Assaf, Yaniv
    [J]. CEREBRAL CORTEX, 2012, 22 (09) : 2016 - 2023
  • [6] The basis of anisotropic water diffusion in the nervous system - a technical review
    Beaulieu, C
    [J]. NMR IN BIOMEDICINE, 2002, 15 (7-8) : 435 - 455
  • [7] Benjamini Y, 2001, ANN STAT, V29, P1165
  • [8] The minicolumn hypothesis in neuroscience
    Buxhoeveden, DP
    Casanova, MF
    [J]. BRAIN, 2002, 125 : 935 - 951
  • [9] Lateralization of minicolumns in human planum temporale is absent in nonhuman primate cortex
    Buxhoeveden, DR
    Switala, AE
    Litaker, M
    Roy, E
    Casanova, MF
    [J]. BRAIN BEHAVIOR AND EVOLUTION, 2001, 57 (06) : 349 - 358
  • [10] Recursive trace line method for detecting myelinated bundles: A comparison study with pyramidal cell arrays
    Casanova, Manuel F.
    Konkachbaev, Anouar I.
    Switala, Andrew E.
    Elmaghraby, Adel S.
    [J]. JOURNAL OF NEUROSCIENCE METHODS, 2008, 168 (02) : 367 - 372