Validation of diffusion tensor MRI in the central nervous system using light microscopy: quantitative comparison of fiber properties

被引:62
作者
Choe, A. S. [1 ,2 ]
Stepniewska, I. [3 ]
Colvin, D. C. [1 ]
Ding, Z. [1 ,2 ]
Anderson, A. W. [1 ,2 ]
机构
[1] Vanderbilt Univ, Inst Imaging Sci, Nashville, TN USA
[2] Vanderbilt Univ, Dept Biomed Engn, Nashville, TN 37235 USA
[3] Vanderbilt Univ, Dept Psychol, Nashville, TN 37240 USA
基金
美国国家卫生研究院;
关键词
diffusion tensor imaging; DTI; validation; histology; myelin; registration; MILD COGNITIVE IMPAIRMENT; WHITE-MATTER; IMAGE REGISTRATION; TRACTOGRAPHY; BRAIN; NOISE; ARCHITECTURE; UNCERTAINTY; TRACKING; DISEASE;
D O I
10.1002/nbm.1810
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Diffusion tensor imaging (DTI) provides an indirect measure of tissue structure on a microscopic scale. To date, DTI is the only imaging method that provides such information in vivo, and has proven to be a valuable tool in both research and clinical settings. In this study, we investigated the relationship between white matter structure and diffusion parameters measured by DTI. We used micrographs from light microscopy of fixed, myelin-stained brain sections as a gold standard for direct comparison with data from DTI. Relationships between microscopic tissue properties observed with light microscopy (fiber orientation, density and coherence) and fiber properties observed by DTI (tensor orientation, diffusivities and fractional anisotropy) were investigated. Agreement between the major eigenvector of the tensor and myelinated fibers was excellent in voxels with high fiber coherence. In addition, increased fiber spread was strongly associated with increased radial diffusivity (p?=?6 x 10(6)) and decreased fractional anisotropy (p?=?5 x 10(8)), and was weakly associated with decreased axial diffusivity (p?=?0.07). Increased fiber density was associated with increased fractional anisotropy (p?=?0.03), and weakly associated with decreased radial diffusivity (p?<?0.06), but not with axial diffusivity (p?=?0.97). The mean diffusivity was largely independent of fiber spread (p?=?0.24) and fiber density (p?=?0.34). Copyright (C) 2012 John Wiley & Sons, Ltd.
引用
收藏
页码:900 / 908
页数:9
相关论文
共 41 条
[1]   Analysis of partial volume effects in diffusion-tensor MRI [J].
Alexander, AL ;
Hasan, KM ;
Lazar, M ;
Tsuruda, JS ;
Parker, DL .
MAGNETIC RESONANCE IN MEDICINE, 2001, 45 (05) :770-780
[2]   Spatial transformations of diffusion tensor magnetic resonance images [J].
Alexander, DC ;
Pierpaoli, C ;
Basser, PJ ;
Gee, JC .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2001, 20 (11) :1131-1139
[3]   Theoretical analysis of the effects of noise on diffusion tensor imaging [J].
Anderson, AW .
MAGNETIC RESONANCE IN MEDICINE, 2001, 46 (06) :1174-1188
[4]  
Basser PJ, 2000, MAGNET RESON MED, V44, P625, DOI 10.1002/1522-2594(200010)44:4<625::AID-MRM17>3.0.CO
[5]  
2-O
[6]   ESTIMATION OF THE EFFECTIVE SELF-DIFFUSION TENSOR FROM THE NMR SPIN-ECHO [J].
BASSER, PJ ;
MATTIELLO, J ;
LEBIHAN, D .
JOURNAL OF MAGNETIC RESONANCE SERIES B, 1994, 103 (03) :247-254
[7]  
Basser PJ, 2000, MAGNET RESON MED, V44, P41, DOI 10.1002/1522-2594(200007)44:1<41::AID-MRM8>3.0.CO
[8]  
2-O
[9]   Quantitative diffusion tensor MRI fiber tractography of sensorimotor white matter development in premature infants [J].
Berman, JI ;
Mukherjee, P ;
Partridge, SC ;
Miller, SP ;
Ferriero, DM ;
Barkovich, AJ ;
Vigneron, DB ;
Henry, RG .
NEUROIMAGE, 2005, 27 (04) :862-871
[10]   Diffusion tensor imaging detects early cerebral cortex abnormalities in neuronal architecture induced by bilateral neonatal enucleation: an experimental model in the ferret [J].
Bock, Andrew S. ;
Olavarria, Jaime F. ;
Leigland, Lindsey A. ;
Taber, Erin N. ;
Jespersen, Sune N. ;
Kroenke, Christopher D. .
FRONTIERS IN SYSTEMS NEUROSCIENCE, 2010, 4