Mapping ventricular changes related to dementia and mild cognitive impairment in a large community-based cohort

被引:0
|
作者
Carmichael, Owen T. [1 ]
Thompson, Paul M. [7 ]
Dutton, Rebecca A. [7 ]
Lu, Allen [7 ]
Lee, Sharon E. [7 ]
Lee, Jessica Y. [7 ]
Kuller, Lewis H. [2 ]
Lopez, Oscar L. [3 ]
Aizenstein, Howard J. [5 ]
Meltzer, Carolyn Cidis [3 ,5 ,8 ]
Liu, Yanxi [6 ,9 ,10 ,11 ]
Toga, Arthur W. [7 ]
Becker, James T. [3 ,4 ,5 ]
机构
[1] Univ Calif Davis, Dept Neurol, Davis, CA 95616 USA
[2] Univ Pittsburgh, Dept Epidemiol, Pittsburgh, PA 15260 USA
[3] Univ Pittsburgh, Dept Neurol, Pittsburgh, PA 15260 USA
[4] Univ Pittsburgh, Dept Psychol, Pittsburgh, PA 15260 USA
[5] Univ Pittsburgh, Dept Psychiat, Pittsburgh, PA 15260 USA
[6] Univ Pittsburgh, Dept Radiol, Pittsburgh, PA 15260 USA
[7] Univ Calif Los Angeles, Dept Neurol, Los Angeles, CA 90024 USA
[8] Univ Calif Los Angeles, Dept Radiol, Los Angeles, CA 90024 USA
[9] Univ Calif Los Angeles, Dept Neurol, Los Angeles, CA 90024 USA
[10] Emory Univ, Dept Psychiat, Atlanta, GA 30322 USA
[11] Carnegie Mellon Univ, Inst Robot, Pittsburgh, PA 15213 USA
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中图分类号
TB8 [摄影技术];
学科分类号
0804 ;
摘要
We present a fully-automated technique for visualizing localized cerebral ventricle shape differences between large clinical subject groups who have received a magnetic resonance (MR) image scan. The technique combines a robust, automated technique for ventricular segmentation with a 3D surface-based radial thickness mapping approach that allows spatially-localized statistical tests of relative shape differences between clinical groups. The technique is used to analyze localized ventricular expansion in Alzheimer's Disease (AD) and mild cognitive impairment (MCI) in a large cohort of community-dwelling elderly individuals (N = 339). The resulting maps are the first to chart localized ventricular dilation in a cohort of this size. Besides showing patterns of ventricular expansion that may be consistent with the spatial progression of AD-related pathology, the maps reveal new information about localized ventricular atrophy that may have been overlooked to date. A detailed understanding of spatial atrophy patterns may be useful for early disease detection or for patient monitoring in drug trials.
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页码:315 / +
页数:2
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