Age- and sex-related effects in children with mild traumatic brain injury on diffusion magnetic resonance imaging properties: A comparison of voxelwise and tractography methods

被引:31
作者
Goodrich-Hunsaker, Naomi J. [1 ]
Abildskov, Tracy J. [1 ]
Black, Garrett [2 ]
Bigler, Erin D. [1 ]
Cohen, Daniel M. [3 ]
Mihalov, Leslie K. [3 ]
Bangert, Barbara A. [4 ]
Taylor, H. Gerry [5 ]
Yeates, Keith O. [6 ]
机构
[1] Brigham Young Univ, Dept Psychol, Provo, UT 84602 USA
[2] Ohio State Univ, Fisher Coll Business, Columbus, OH 43210 USA
[3] Nationwide Childrens Hosp, Div Emergency Med, Columbus, OH USA
[4] Case Western Reserve Univ, Sch Med, Dept Radiol, Cleveland, OH USA
[5] Case Western Reserve Univ, Rainbow Babies & Childrens Hosp, Dept Pediat, Cleveland, OH 44106 USA
[6] Univ Calgary, Dept Psychol, 2500 Univ Dr NW,AD254, Calgary, AB T2N 1N4, Canada
基金
美国国家卫生研究院;
关键词
diffusion tensor imaging; mild traumatic brain injury; pediatric; development; white matter integrity; WHITE-MATTER TRACTS; CORTICAL THICKNESS; MRI; DTI; SEGMENTATION; PARAMETERIZATION; MICROSTRUCTURE; REGISTRATION; ADOLESCENCE; RELIABILITY;
D O I
10.1002/jnr.24142
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Although there are several techniques to analyze diffusion-weighted imaging, any technique must be sufficiently sensitive to detect clinical abnormalities. This is especially critical in disorders like mild traumatic brain injury (mTBI), where pathology is likely to be subtle. mTBI represents a major public health concern, especially for youth under 15 years of age. However, the developmental period from birth to 18 years is also a time of tremendous brain changes. Therefore, it is important to establish the degree of age-and sex-related differences. Participants were children aged 8-15 years with mTBI or mild orthopedic injuries. Imaging was obtained within 10 days of injury. We performed tract-based spatial statistics (TBSS), deterministic tractography using Automated Fiber Quantification (AFQ), and probabilistic tractography using TRACULA (TRActs Constrained by UnderLying Anatomy) to evaluate whether any method provided improved sensitivity at identifying group, developmental, and/or sex-related differences. Although there were no group differences from any of the three analyses, many of the tracts, but not all, revealed increases of fractional anisotropy and decreases of axial, radial, and mean diffusivity with age. TBSS analyses resulted in age-related changes across all white matter tracts. AFQ and TRACULA revealed age-related changes within the corpus callosum, cingulum cingulate, corticospinal tract, inferior and superior longitudinal fasciculus, and uncinate fasciculus. The results are in many ways consistent across all three methods. However, results from the tractography methods provided improved sensitivity and better tract-specific results for identifying developmental and sex-related differences within the brain.
引用
收藏
页码:626 / 641
页数:16
相关论文
共 64 条
  • [1] [Anonymous], 2007, TR07JA1 FMRIB
  • [2] [Anonymous], WORKSH BIOM STAT
  • [3] A voxel-based meta-analysis of diffusion tensor imaging in mild traumatic brain injury
    Aoki, Yuta
    Inokuchi, Ryota
    [J]. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2016, 66 : 119 - 126
  • [4] Probabilistic diffusion tractography with multiple fibre orientations: What can we gain?
    Behrens, T. E. J.
    Berg, H. Johansen
    Jbabdi, S.
    Rushworth, M. F. S.
    Woolrich, M. W.
    [J]. NEUROIMAGE, 2007, 34 (01) : 144 - 155
  • [5] Quantitative diffusion tensor MRI fiber tractography of sensorimotor white matter development in premature infants
    Berman, JI
    Mukherjee, P
    Partridge, SC
    Miller, SP
    Ferriero, DM
    Barkovich, AJ
    Vigneron, DB
    Henry, RG
    [J]. NEUROIMAGE, 2005, 27 (04) : 862 - 871
  • [6] Maturation Along White Matter Tracts in Human Brain Using a Diffusion Tensor Surface Model Tract-Specific Analysis
    Chen, Zhang
    Zhang, Hui
    Yushkevich, Paul A.
    Liu, Min
    Beaulieu, Christian
    [J]. FRONTIERS IN NEUROANATOMY, 2016, 10
  • [7] Along-tract statistics allow for enhanced tractography analysis
    Colby, John B.
    Soderberg, Lindsay
    Lebel, Catherine
    Dinov, Ivo D.
    Thompson, Paul M.
    Sowell, Elizabeth R.
    [J]. NEUROIMAGE, 2012, 59 (04) : 3227 - 3242
  • [8] Spatial patterns of water diffusion along white matter tracts in temporal lobe epilepsy
    Concha, Luis
    Kim, Hosung
    Bernasconi, Andrea
    Bernhardt, Boris C.
    Bernasconi, Neda
    [J]. NEUROLOGY, 2012, 79 (05) : 455 - 462
  • [9] Cortical surface-based analysis - I. Segmentation and surface reconstruction
    Dale, AM
    Fischl, B
    Sereno, MI
    [J]. NEUROIMAGE, 1999, 9 (02) : 179 - 194
  • [10] Assessing the effects of age on long white matter tracts using diffusion tensor tractography
    Davis, Simon W.
    Dennis, Nancy A.
    Buchler, Norbou G.
    White, Leonard E.
    Madden, David J.
    Cabeza, Roberto
    [J]. NEUROIMAGE, 2009, 46 (02) : 530 - 541