Longitudinal Reliability of Tract-Based Spatial Statistics in Diffusion Tensor Imaging

被引:77
作者
Madhyastha, Tara [1 ,2 ]
Merillat, Susan [3 ,4 ]
Hirsiger, Sarah [3 ,4 ]
Bezzola, Ladina [3 ,4 ,5 ]
Liem, Franziskus [5 ]
Grabowski, Thomas [1 ,2 ,6 ]
Jaencke, Lutz [3 ,4 ,5 ]
机构
[1] Univ Washington, Dept Radiol, Seattle, WA 98195 USA
[2] Univ Washington, IBIC, Seattle, WA 98195 USA
[3] Univ Zurich, INAPIC, Zurich, Switzerland
[4] Univ Zurich, Univ Res Prior Program URPP Dynam Hlth Aging, Zurich, Switzerland
[5] Univ Zurich, Inst Psychol, Zurich, Switzerland
[6] Univ Washington, Dept Neurol, Seattle, WA 98195 USA
基金
瑞士国家科学基金会;
关键词
diffusion tensor imaging; tract-based spatial statistics; preprocessing; reliability; longitudinal; WHITE-MATTER INTEGRITY; BRAIN; MRI;
D O I
10.1002/hbm.22493
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Relatively little is known about reliability of longitudinal diffusion-tensor imaging (DTI) measurements despite growing interest in using DTI to track change in white matter structure. The purpose of this study is to quantify within-and between session scan-rescan reliability of DTI-derived measures that are commonly used to describe the characteristics of neural white matter in the context of neural plasticity research. DTI data were acquired from 16 cognitively healthy older adults (mean age 68.4). We used the Tract-Based Spatial Statistics (TBSS) approach implemented in FSL, evaluating how different DTI preprocessing choices affect reliability indices. Test-Retest reliability, quantified as ICC averaged across the voxels of the TBSS skeleton, ranged from 0.524 to 0.798 depending on the specific DTI-derived measure and the applied preprocessing steps. The two main preprocessing steps that we found to improve TBSS reliability were (a) the use of a common individual template and (b) smoothing DTI data using a 1-voxel median filter. Overall our data indicate that small choices in the preprocessing pipeline have a significant effect on test-retest reliability, therefore influencing the power to detect change within a longitudinal study. Furthermore, differences in the data processing pipeline limit the comparability of results across studies. Hum Brain Mapp 35:4544-4555, 2014. (C) 2014 Wiley Periodicals, Inc.
引用
收藏
页码:4544 / 4555
页数:12
相关论文
共 41 条
  • [1] [Anonymous], 2007, TR07JA1 FMRIB
  • [2] Diffusion tensor imaging (DTI)-based white matter mapping in brain research: A review
    Assaf, Yaniv
    Pasternak, Ofer
    [J]. JOURNAL OF MOLECULAR NEUROSCIENCE, 2008, 34 (01) : 51 - 61
  • [3] White matter structural decline in normal ageing: A prospective longitudinal study using tract-based spatial statistics
    Barrick, Thomas R.
    Charlton, Rebecca A.
    Clark, Chris A.
    Markus, Hugh S.
    [J]. NEUROIMAGE, 2010, 51 (02) : 565 - 577
  • [4] Age-related differences in white matter microstructure: Region-specific patterns of diffusivity
    Burzynska, A. Z.
    Preuschhof, C.
    Baeckman, L.
    Nyberg, L.
    Li, S. -C.
    Lindenberger, U.
    Heekeren, H. R.
    [J]. NEUROIMAGE, 2010, 49 (03) : 2104 - 2112
  • [5] A structural equation modeling investigation of age-related variance in executive function and DTI measured white matter damage
    Charlton, R. A.
    Landau, S.
    Schiavone, F.
    Barrick, T. R.
    Clark, C. A.
    Markus, H. S.
    Morris, R. G.
    [J]. NEUROBIOLOGY OF AGING, 2008, 29 (10) : 1547 - 1555
  • [6] Evaluation of the GTRACT diffusion tensor tractography algorithm: A validation and reliability study
    Cheng, Peng
    Magnotta, Vincent A.
    Wu, Dee
    Nopoulos, Peg
    Moser, David J.
    Paulsen, Jane
    Jorge, Ricardo
    Andreasen, Nancy C.
    [J]. NEUROIMAGE, 2006, 31 (03) : 1075 - 1085
  • [7] Improving alignment in Tract-based spatial statistics: Evaluation and optimization of image registration
    de Groot, Marius
    Vernooij, Meike W.
    Klein, Stefan
    Ikram, M. Arfan
    Vos, Frans M.
    Smith, Stephen M.
    Niessen, Wiro J.
    Andersson, Jesper L. R.
    [J]. NEUROIMAGE, 2013, 76 (01) : 400 - 411
  • [8] Descoteaux M, 2008, LECT NOTES COMPUT SC, V5242, P122, DOI 10.1007/978-3-540-85990-1_15
  • [9] Memory training impacts short-term changes in aging white matter: A Longitudinal Diffusion Tensor Imaging Study
    Engvig, Andreas
    Fjell, Anders M.
    Westlye, Lars T.
    Moberget, Torgeir
    Sundseth, Oyvind
    Larsen, Vivi Agnete
    Walhovd, Kristine B.
    [J]. HUMAN BRAIN MAPPING, 2012, 33 (10) : 2390 - 2406
  • [10] Structural Brain Changes in Aging: Courses, Causes and Cognitive Consequences
    Fjell, Anders M.
    Walhovd, Kristine B.
    [J]. REVIEWS IN THE NEUROSCIENCES, 2010, 21 (03) : 187 - 221