Non-Gaussian water diffusion in aging white matter

被引:96
作者
Coutu, Jean-Philippe [1 ,2 ]
Chen, J. Jean [1 ,3 ]
Rosas, H. Diana [1 ,4 ]
Salat, David H. [1 ,3 ,5 ]
机构
[1] Harvard Univ, Massachusetts Gen Hosp, MGH MIT HMS Athinoula Martinos Ctr Biomed Imaging, Sch Med, Charlestown, MA USA
[2] MIT, Div Hlth Sci & Technol, Harvard Massachusetts Inst Technol, Cambridge, MA 02139 USA
[3] Harvard Univ, Sch Med, Dept Radiol, Massachusetts Gen Hosp, Boston, MA 02115 USA
[4] Harvard Univ, Sch Med, Dept Neurol, Massachusetts Gen Hosp, Boston, MA 02115 USA
[5] VA Boston Healthcare Syst, Neuroimaging Res Vet Ctr, Boston, MA USA
基金
美国国家卫生研究院; 加拿大自然科学与工程研究理事会;
关键词
MRI; Diffusional kurtosis imaging; Diffusion tensor imaging; Aging; White matter integrity; Region-of-interest analysis; Tract-based spatial statistics; K-means clustering; Multivariate analysis; SPATIAL STATISTICS; VOXELWISE ANALYSIS; NERVOUS-SYSTEM; BRAIN; KURTOSIS; INTEGRITY; DECLINE; MYELIN; MODEL; MRI;
D O I
10.1016/j.neurobiolaging.2013.12.001
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
030301 [社会学]; 100201 [内科学];
摘要
Age-associated white matter degeneration has been well documented and is likely an important mechanism contributing to cognitive decline in older adults. Recent work has explored a range of noninvasive neuroimaging procedures to differentially highlight alterations in the tissue microenvironment. Diffusional kurtosis imaging (DKI) is an extension of diffusion tensor imaging (DTI) that accounts for non-Gaussian water diffusion and can reflect alterations in the distribution and diffusion properties of tissue compartments. We used DKI to produce whole-brain voxel-based maps of mean, axial, and radial diffusional kurtoses, quantitative indices of the tissue microstructure's diffusional heterogeneity, in 111 participants ranging from the age of 33 to 91 years. As suggested from prior DTI studies, greater age was associated with alterations in white-matter tissue microstructure, which was reflected by a reduction in all 3 DKI metrics. Prominent effects were found in prefrontal and association white matter compared with relatively preserved primary motor and visual areas. Although DKI metrics co-varied with DTI metrics on a global level, DKI provided unique regional sensitivity to the effects of age not available with DTI. DKI metrics were additionally useful in combination with DTI metrics for the classification of regions according to their multivariate "diffusion footprint", or pattern of relative age effect sizes. It is possible that the specific multivariate patterns of age-associated changes measured are representative of different types of microstructural pathology. These results suggest that DKI provides important complementary indices of brain microstructure for the study of brain aging and neurologic disease. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:1412 / 1421
页数:10
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