An advanced white matter tract analysis in frontotemporal dementia and early-onset Alzheimer's disease

被引:40
作者
Daianu, Madelaine [1 ,2 ]
Mendez, Mario F. [3 ]
Baboyan, Vatche G. [1 ]
Jin, Yan [1 ]
Melrose, Rebecca J. [5 ,6 ,7 ]
Jimenez, Elvira E. [3 ]
Thompson, Paul M. [1 ,2 ,4 ]
机构
[1] Univ Southern Calif, Mark & Mary Stevens Inst Neuroimaging & Informat, Imaging Genet Ctr, Marina Del Rey, CA 90292 USA
[2] Univ Calif Los Angeles, Sch Med, Dept Neurol, Los Angeles, CA 90024 USA
[3] Univ Calif Los Angeles, Dept Neurol, Behav Neurol Program, Los Angeles, CA 90024 USA
[4] Univ Southern Calif, Dept Neurol Psychiat Radiol Engn Pediat & Ophthal, Los Angeles, CA USA
[5] VA Greater Los Angeles Healthcare Syst, Brain Behav & Aging Res Ctr, Los Angeles, CA USA
[6] Univ Calif Los Angeles, Sch Med, Dept Psychiat, Los Angeles, CA 90024 USA
[7] Univ Calif Los Angeles, Sch Med, Dept Biobehav Sci, Los Angeles, CA USA
关键词
Early-onset Alzheimer's disease; Behavioral variant frontotemporal dementia; Diffusion tensor imaging (DTI); Tract analysis; White matter; MILD COGNITIVE IMPAIRMENT; BEHAVIORAL VARIANT; IN-VIVO; DISCONNECTION SYNDROMES; NETWORK CONNECTIVITY; MULTIPLE-SCLEROSIS; WATER DIFFUSION; SPINAL-CORD; INTEGRITY; ATROPHY;
D O I
10.1007/s11682-015-9458-5
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
Cortical and subcortical nuclei degenerate in the dementias, but less is known about changes in the white matter tracts that connect them. To better understand white matter changes in behavioral variant frontotemporal dementia (bvFTD) and early-onset Alzheimer's disease (EOAD), we used a novel approach to extract full 3D profiles of fiber bundles from diffusion-weighted MRI (DWI) and map white matter abnormalities onto detailed models of each pathway. The result is a spatially complex picture of tract-by-tract microstructural changes. Our atlas of tracts for each disease consists of 21 anatomically clustered and recognizable white matter tracts generated from whole-brain tractography in 20 patients with bvFTD, 23 with age-matched EOAD, and 33 healthy elderly controls. To analyze the landscape of white matter abnormalities, we used a point-wise tract correspondence method along the 3D profiles of the tracts and quantified the pathway disruptions using common diffusion metrics - fractional anisotropy, mean, radial, and axial diffusivity. We tested the hypothesis that bvFTD and EOAD are associated with preferential degeneration in specific neural networks. We mapped axonal tract damage that was best detected with mean and radial diffusivity metrics, supporting our network hypothesis, highly statistically significant and more sensitive than widely studied fractional anisotropy reductions. From white matter diffusivity, we identified abnormalities in bvFTD in all 21 tracts of interest but especially in the bilateral uncinate fasciculus, frontal callosum, anterior thalamic radiations, cingulum bundles and left superior longitudinal fasciculus. This network of white matter alterations extends beyond the most commonly studied tracts, showing greater white matter abnormalities in bvFTD versus controls and EOAD patients. In EOAD, network alterations involved more posterior white matter - the parietal sector of the corpus callosum and parahipoccampal cingulum bilaterally. Widespread but distinctive white matter alterations are a key feature of the pathophysiology of these two forms of dementia.
引用
收藏
页码:1038 / 1053
页数:16
相关论文
共 88 条
  • [1] Absolute diffusivities define the landscape of white matter degeneration in Alzheimer's disease
    Acosta-Cabronero, Julio
    Williams, Guy B.
    Pengas, George
    Nestor, Peter J.
    [J]. BRAIN, 2010, 133 : 529 - 539
  • [2] Assessment of White Matter Tract Damage in Patients with Amyotrophic Lateral Sclerosis: A Diffusion Tensor MR Imaging Tractography Study
    Agosta, F.
    Pagani, E.
    Petrolini, M.
    Caputo, D.
    Perini, M.
    Prelle, A.
    Salvi, F.
    Filippi, M.
    [J]. AMERICAN JOURNAL OF NEURORADIOLOGY, 2010, 31 (08) : 1457 - 1461
  • [3] Schizophrenia and cognitive dysmetria: A positron-emission tomography study of dysfunctional prefrontal-thalamic-cerebellar circuitry
    Andreasen, NC
    OLeary, DS
    Cizadlo, T
    Arndt, S
    Rezai, K
    Ponto, LLB
    Watkins, GL
    Hichwa, RD
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1996, 93 (18) : 9985 - 9990
  • [4] Three-dimensional gray matter atrophy mapping in mild cognitive impairment and mild Alzheimer disease
    Apostolova, Liana G.
    Steiner, Calen A.
    Akopyan, Gohar G.
    Dutton, Rebecca A.
    Hayashi, Kiralee M.
    Toga, Arthur W.
    Cummings, Jeffrey L.
    Thompson, Paul M.
    [J]. ARCHIVES OF NEUROLOGY, 2007, 64 (10) : 1489 - 1495
  • [5] A reproducible evaluation of ANTs similarity metric performance in brain image registration
    Avants, Brian B.
    Tustison, Nicholas J.
    Song, Gang
    Cook, Philip A.
    Klein, Arno
    Gee, James C.
    [J]. NEUROIMAGE, 2011, 54 (03) : 2033 - 2044
  • [6] Dementia induces correlated reductions in white matter integrity and cortical thickness: A multivariate neuroimaging study with sparse canonical correlation analysis
    Avants, Brian B.
    Cook, Philip A.
    Ungar, Lyle
    Gee, James C.
    Grossman, Murray
    [J]. NEUROIMAGE, 2010, 50 (03) : 1004 - 1016
  • [7] MR DIFFUSION TENSOR SPECTROSCOPY AND IMAGING
    BASSER, PJ
    MATTIELLO, J
    LEBIHAN, D
    [J]. BIOPHYSICAL JOURNAL, 1994, 66 (01) : 259 - 267
  • [8] 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
  • [9] White matter is altered with parental family history of Alzheimer's disease
    Bendlin, Barbara B.
    Ries, Michele L.
    Canu, Elisa
    Sodhi, Aparna
    Lazar, Mariana
    Alexander, Andrew L.
    Carlsson, Cynthia M.
    Sager, Mark A.
    Asthana, Sanjay
    Johnson, Sterling C.
    [J]. ALZHEIMERS & DEMENTIA, 2010, 6 (05) : 394 - 403
  • [10] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300