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

被引:22
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
[31]   Determination of Axonal and Dendritic Orientation Distributions Within the Developing Cerebral Cortex by Diffusion Tensor Imaging [J].
Jespersen, Sune Norhoj ;
Leigland, Lindsey A. ;
Cornea, Anda ;
Kroenke, Christopher D. .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2012, 31 (01) :16-32
[32]   Diffusion properties of cortical and pericortical tissue: regional variations, reliability and methodological issues [J].
Kang, Xiaojian ;
Herron, Timothy J. ;
Turken, U. ;
Woods, David L. .
MAGNETIC RESONANCE IMAGING, 2012, 30 (08) :1111-1122
[33]   Diffusion Tensor Imaging of Ex Vivo Cervical Spinal Cord Specimens: The Immediate and Long-Term Effects of Fixation on Diffusivity [J].
Kim, T. H. ;
Zollinger, L. ;
Shi, X. F. ;
Rose, J. ;
Jeong, E. -K. .
ANATOMICAL RECORD-ADVANCES IN INTEGRATIVE ANATOMY AND EVOLUTIONARY BIOLOGY, 2009, 292 (02) :234-241
[34]   Layer-specific diffusion weighted imaging in human primary visual cortex in vitro [J].
Kleinnijenhuis, Michiel ;
Zerbi, Valerio ;
Kuster, Benno ;
Slump, Cornelis H. ;
Barth, Markus ;
van Walsum, Anne-Marie van Cappellen .
CORTEX, 2013, 49 (09) :2569-2582
[35]   A combined post-mortem magnetic resonance imaging and quantitative histological study of multiple sclerosis pathology [J].
Kolasinski, James ;
Stagg, Charlotte J. ;
Chance, Steven A. ;
DeLuca, Gabriele C. ;
Esiri, Margaret M. ;
Chang, Eun-Hyuk ;
Palace, Jacqueline A. ;
McNab, Jennifer A. ;
Jenkinson, Mark ;
Miller, Karla L. ;
Johansen-Berg, Heidi .
BRAIN, 2012, 135 :2938-2951
[36]   Cortical demyelination in multiple sclerosis: A substrate for cognitive deficits? [J].
Kutzelnigg, Alexandra ;
Lassmann, Hans .
JOURNAL OF THE NEUROLOGICAL SCIENCES, 2006, 245 (1-2) :123-126
[37]  
Leuze C.W., 2011, International Society for Magnetic Resonance in Medicine (ISMRM), Montreal, Quebec, Canada, P2371
[38]  
Leuze C.W., 2012, CEREB CORTEX, V24, P328
[39]   Wider minicolumns in autism: a neural basis for altered processing? [J].
McKavanagh, Rebecca ;
Buckley, Eleanor ;
Chance, Steven A. .
BRAIN, 2015, 138 :2034-2045
[40]   Surface based analysis of diffusion orientation for identifying architectonic domains in the in vivo human cortex [J].
McNab, Jennifer A. ;
Polimeni, Jonathan R. ;
Wang, Ruopeng ;
Augustinack, Jean C. ;
Fujimoto, Kyoko ;
Stevens, Allison ;
Janssens, Thomas ;
Farivar, Reza ;
Folkerth, Rebecca D. ;
Vanduffel, Wim ;
Wald, Lawrence L. .
NEUROIMAGE, 2013, 69 :87-100