Voxel-based Morphometry of Brain MRI in Normal Aging and Alzheimer's Disease

被引:0
|
作者
Matsuda, Hiroshi [1 ]
机构
[1] Natl Ctr Neurol & Psychiat, Integrat Brain Imaging Ctr, Tokyo 1878551, Japan
来源
AGING AND DISEASE | 2013年 / 4卷 / 01期
关键词
Neuroradiology; MRI; voxel-based morphometry; aging; Alzheimer's disease; MILD COGNITIVE IMPAIRMENT; EPISODIC MEMORY IMPAIRMENT; GRAY-MATTER DENSITY; DIAGNOSTIC PERFORMANCE; INDIVIDUAL-DIFFERENCES; STRUCTURAL MRI; VOLUME; REGISTRATION; CORTEX; TOPOGRAPHY;
D O I
暂无
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Voxel-based morphometry (VBM) using structural brain MRI has been widely used for assessment of normal aging and Alzheimer's disease (AD). VBM of MRI data comprises segmentation into gray matter, white matter, and cerebrospinal fluid partitions, anatomical standardization of all the images to the same stereotactic space using linear affine transformation and further non-linear warping, smoothing, and finally performing a statistical analysis. Two techniques for VBM are commonly used, optimized VBM using statistical parametric mapping (SPM) 2 or SPM5 with non-linear warping based on discrete cosine transforms and SPM8 plus non-linear warping based on diffeomorphic anatomical registration using exponentiated Lie algebra (DARTEL). In normal aging, most cortical regions prominently in frontal and insular areas have been reported to show age-related gray matter atrophy. In contrast, specific structures such as amygdala, hippocampus, and thalamus have been reported to be preserved in normal aging. On the other hand, VBM studies have demonstrated progression of atrophy mapping upstream to Braak's stages of neurofibrillary tangle deposition in AD. The earliest atrophy takes place in medial temporal structures. Stand-alone VBM software using SPM8 plus DARTEL running on Windows has been newly developed as an adjunct to the clinical assessment of AD. This software provides a Z-score map as a consequence of comparison of a patient's MRI with a normal database.
引用
收藏
页码:29 / 37
页数:9
相关论文
共 50 条
  • [1] Comparison between brain CT and MRI for voxel-based morphometry of Alzheimer's disease
    Imabayashi, Etsuko
    Matsuda, Hiroshi
    Tabira, Takeshi
    Arima, Kunimasa
    Araki, Nobuo
    Ishii, Kenji
    Yamashita, Fumio
    Iwatsubo, Takeshi
    [J]. BRAIN AND BEHAVIOR, 2013, 3 (04): : 487 - 493
  • [2] Comparison of voxel-based morphometry methods for Alzheimer's disease vs. normal aging
    Senjem, ML
    Gunter, JL
    Shiung, MM
    Jack, CR
    [J]. NEUROBIOLOGY OF AGING, 2004, 25 : S286 - S287
  • [3] Voxel-based Morphometry Analyses in Alzheimer's Disease
    Margarida Matos, A.
    Faria, Paula
    Patricio, Miguel
    [J]. 2013 IEEE 3RD PORTUGUESE MEETING IN BIOENGINEERING (ENBENG), 2013,
  • [4] A comparison between voxel-based cortical thickness and voxel-based morphometry in normal aging
    Hutton, Chloe
    Draganski, Bogdan
    Ashburner, John
    Weiskopf, Nikolaus
    [J]. NEUROIMAGE, 2009, 48 (02) : 371 - 380
  • [5] Voxel-based morphometry in Alzheimer's patients
    Ghosh-Dastidar, Samanwoy q
    Adeli, Hojjat
    Dadmehr, Nahid
    [J]. JOURNAL OF ALZHEIMERS DISEASE, 2006, 10 (04) : 445 - 447
  • [6] Statistical Features and Voxel-based Morphometry for Alzheimer's Disease Classification
    Farouk, Yasmeen
    Rady, Sherine
    Faheem, Hossam
    [J]. 2018 9TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION SYSTEMS (ICICS), 2018, : 133 - 138
  • [7] Changes in whole-brain volumetry in Alzheimer's disease and normal controls: Analysis using voxel-based morphometry
    Kaptanoglu, G
    Mesulam, MM
    Johnson, N
    Parrish, T
    Weintraub, S
    Gitelman, DR
    [J]. ANNALS OF NEUROLOGY, 2001, 50 (03) : S15 - S16
  • [8] Voxel-based morphometry in patients with a mild form of Alzheimer's disease
    Romano, A
    Bozzao, A
    Giubilei, F
    Sepemonti, M
    Ferrante, M
    Finocchi, V
    Bonamini, M
    Fantozzi, LM
    [J]. RIVISTA DI NEURORADIOLOGIA, 2003, 16 : 51 - 53
  • [9] A voxel-based morphometry analysis of brainstem in patients with Alzheimer 's disease
    张鸿
    [J]. China Medical Abstracts (Internal Medicine), 2019, (03) : 189 - 189
  • [10] Patterns of atrophy on MRI in dementia with Lewy Bodies and Alzheimer's disease: A voxel-based morphometry study
    Whitwell, JL
    Senjem, ML
    Boeve, BF
    Smith, GE
    Ferman, TJ
    Kantarci, K
    Petersen, RC
    Knopman, DS
    Jack, CR
    [J]. NEUROLOGY, 2006, 66 (05) : A102 - A102