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
  • [11] Mediation of Developmental Risk Factors for Psychosis by White Matter Microstructure in Young Adults With Psychotic Experiences
    Drakesmith, Mark
    Dutt, Anirban
    Fonville, Leon
    Zammit, Stanley
    Reichenberg, Abraham
    Evans, C. John
    Lewis, Glyn
    Jones, Derek K.
    David, Anthony S.
    [J]. JAMA PSYCHIATRY, 2016, 73 (04) : 396 - 406
  • [12] Longitudinal diffusion tensor imaging after pediatric traumatic brain injury: Impact of age at injury and time since injury on pathway integrity
    Ewing-Cobbs, Linda
    Johnson, Chad Parker
    Juranek, Jenifer
    DeMaster, Dana
    Prasad, Mary
    Duque, Gerardo
    Kramer, Larry
    Cox, Charles S.
    Swank, Paul R.
    [J]. HUMAN BRAIN MAPPING, 2016, 37 (11) : 3929 - 3945
  • [13] Advanced neuroimaging in the clinic: critical appraisal of the evidence base
    Fink, Adam Z.
    Mogil, Lisa B.
    Lipton, Michael L.
    [J]. BRITISH JOURNAL OF RADIOLOGY, 2016, 89 (1064)
  • [14] Fischl B, 1999, HUM BRAIN MAPP, V8, P272, DOI 10.1002/(SICI)1097-0193(1999)8:4<272::AID-HBM10>3.0.CO
  • [15] 2-4
  • [16] Sequence-independent segmentation of magnetic resonance images
    Fischl, B
    Salat, DH
    van der Kouwe, AJW
    Makris, N
    Ségonne, F
    Quinn, BT
    Dale, AM
    [J]. NEUROIMAGE, 2004, 23 : S69 - S84
  • [17] Automatically parcellating the human cerebral cortex
    Fischl, B
    van der Kouwe, A
    Destrieux, C
    Halgren, E
    Ségonne, F
    Salat, DH
    Busa, E
    Seidman, LJ
    Goldstein, J
    Kennedy, D
    Caviness, V
    Makris, N
    Rosen, B
    Dale, AM
    [J]. CEREBRAL CORTEX, 2004, 14 (01) : 11 - 22
  • [18] Automated manifold surgery: Constructing geometrically accurate and topologically correct models of the human cerebral cortex
    Fischl, B
    Liu, A
    Dale, AM
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2001, 20 (01) : 70 - 80
  • [19] Whole brain segmentation: Automated labeling of neuroanatomical structures in the human brain
    Fischl, B
    Salat, DH
    Busa, E
    Albert, M
    Dieterich, M
    Haselgrove, C
    van der Kouwe, A
    Killiany, R
    Kennedy, D
    Klaveness, S
    Montillo, A
    Makris, N
    Rosen, B
    Dale, AM
    [J]. NEURON, 2002, 33 (03) : 341 - 355
  • [20] Measuring the thickness of the human cerebral cortex from magnetic resonance images
    Fischl, B
    Dale, AM
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (20) : 11050 - 11055