Comparing Region of Interest versus Voxel-Wise Diffusion Tensor Imaging Analytic Methods in Mild and Moderate Traumatic Brain Injury: A Systematic Review and Meta-Analysis

被引:12
作者
Hunter, Liane E. [1 ]
Lubin, Naomi [1 ]
Glassman, Nancy R. [2 ]
Xue, Xiaonan [3 ]
Spira, Moshe [1 ]
Lipton, Michael L. [1 ,4 ,5 ,6 ]
机构
[1] Albert Einstein Coll Med, Gruss Magnet Resonance Imaging Ctr, Bronx, NY 10467 USA
[2] Albert Einstein Coll Med, Samuel Gottesman Lib, Bronx, NY 10467 USA
[3] Albert Einstein Coll Med, Dept Epidemiol & Populat Hlth, Bronx, NY 10467 USA
[4] Albert Einstein Coll Med, Dept Radiol, Bronx, NY 10467 USA
[5] Albert Einstein Coll Med, Dominick P Purpura Dept Neurosci, Bronx, NY 10467 USA
[6] Montefiore Med Ctr, 111 E 210th St, Bronx, NY 10467 USA
基金
美国国家卫生研究院;
关键词
diffusion tensor imaging; meta-analysis; systematic review; traumatic brain injury; WHITE-MATTER INTEGRITY; CORPUS-CALLOSUM; SPATIAL STATISTICS; ABNORMALITIES; ANISOTROPY; UTILITY; TRACT; CONSCIOUSNESS; DYSFUNCTION; CONCUSSION;
D O I
10.1089/neu.2018.5838
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Diffusion tensor imaging is a magnetic resonance imaging technique that is uniquely capable of detecting microstructural tissue damage in mild and moderate traumatic brain injuries (TBIs). To date, it remains unknown if two common analytic techniques, region of interest (ROI) versus voxel-wise (VW) analyses, detect injury in similar locations. The purpose of this systematic review and meta-analysis was to directly compare the regions of abnormality elucidated by each method. Twenty-seven ROI and 11 VW studies met our inclusion criteria. Our ROI meta-analysis identified 11 regions, including the splenium of the corpus callosum, where fractional anisotropy (FA) was significantly decreased in TBI patients, compared with controls. Likewise, we identified higher mean diffusivity/apparent diffusivity constant in the genu, body, and splenium of the corpus callosum. Alternatively, our VW analysis identified one region of high FA in the right superior longitudinal fasciculus and seven regions of low FA, with the two largest located in the corpus callosum. High mean diffusivity and high radial diffusivity, both in the right inferior longitudinal fasciculus, also was revealed by our VW analysis. Moreover, we have shown that the magnitude of damage in the corpus callosum revealed by ROI analysis (z = -3.15) is greater than that demonstrated by VW analysis (z = -1.41). Overall, this study indicates that both ROI and VW analytic methods are sensitive to low FA in the corpus callosum; however, the ROI method has more power to detect the full extent of tissue abnormality in the corpus callosum. More research utilizing standardized methods and reporting is essential to fully characterize the extent to which ROI and VW analyses can concordantly detect other locations of pathology in mild and moderate TBI patients.
引用
收藏
页码:1222 / 1230
页数:9
相关论文
共 55 条
  • [1] Clinical and imaging assessment of acute combat mild traumatic brain injury in Afghanistan
    Adam, Octavian
    Mac Donald, Christine L.
    Rivet, Dennis
    Ritter, John
    May, Todd
    Barefield, Maria
    Duckworth, Josh
    LaBarge, Donald
    Asher, Dean
    Drinkwine, Benjamin
    Woods, Yvette
    Connor, Michael
    Brody, David L.
    [J]. NEUROLOGY, 2015, 85 (03) : 219 - 227
  • [2] Moderate Traumatic Brain Injury: The Grey Zone of Neurotrauma
    Agustin Godoy, Daniel
    Rubiano, Andres
    Rabinstein, Alejandro A.
    Bullock, Ross
    Sahuquillo, Juan
    [J]. NEUROCRITICAL CARE, 2016, 25 (02) : 306 - 319
  • [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] Diffusion tensor imaging studies of mild traumatic brain injury: a meta-analysis
    Aoki, Yuta
    Inokuchi, Ryota
    Gunshin, Masataka
    Yahagi, Naoki
    Suwa, Hiroshi
    [J]. JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2012, 83 (09) : 870 - 876
  • [5] Arfanakis K, 2002, AM J NEURORADIOL, V23, P794
  • [6] Utility of Fractional Anisotropy Imaging Analyzed by Statistical Parametric Mapping for Detecting Minute Brain Lesions in Chronic-Stage Patients Who Had Mild or Moderate Traumatic Brain Injury
    Asano, Yoshitaka
    Shinoda, Jun
    Okumura, Ayumi
    Aki, Tatsuki
    Takenaka, Shunsuke
    Miwa, Kazuhiro
    Yamada, Mikito
    Ito, Takeshi
    Yokoyama, Kazutoshi
    [J]. NEUROLOGIA MEDICO-CHIRURGICA, 2012, 52 (01) : 31 - 40
  • [7] Shifting from region of interest (ROI) to voxel-based analysis in human brain mapping
    Astrakas, Loukas G.
    Argyropoulou, Maria I.
    [J]. PEDIATRIC RADIOLOGY, 2010, 40 (12) : 1857 - 1867
  • [8] Forest Plot Viewer A New Graphing Tool
    Boyles, Abee L.
    Harris, Shawn F.
    Rooney, Andrew A.
    Thayer, Kristina A.
    [J]. EPIDEMIOLOGY, 2011, 22 (05) : 746 - 747
  • [9] Long-Term Abnormalities in the Corpus Callosum of Female Concussed Athletes
    Chamard, Emilie
    Lefebvre, Genevieve
    Lassonde, Maryse
    Theoret, Hugo
    [J]. JOURNAL OF NEUROTRAUMA, 2016, 33 (13) : 1220 - +
  • [10] Neurometabolic and microstructural alterations following a sports-related concussion in female athletes
    Chamard, Emilie
    Lassonde, Maryse
    Henry, Luke
    Tremblay, Julie
    Boulanger, Yvan
    De Beaumont, Louis
    Theoret, Hugo
    [J]. BRAIN INJURY, 2013, 27 (09) : 1038 - 1046