Imaging Markers for the Characterization of Gray and White Matter Changes from Acute to Chronic Stages after Experimental Traumatic Brain Injury

被引:12
作者
Sinke, Michel R. T. [1 ]
Otte, Willem M. [1 ,2 ]
Meerwaldt, Anu E. [1 ]
Franx, Bart A. A. [1 ]
Ali, Mohamed H. M. [3 ]
Rakib, Fazle [4 ]
van der Toorn, Annette [1 ]
van Heijningen, Caroline L. [1 ]
Smeele, Christel [1 ]
Ahmed, Tariq [3 ]
Blezer, Erwin L. A. [1 ]
Dijkhuizen, Rick M. [1 ]
机构
[1] Univ Med Ctr Utrecht, Biomed MR Imaging & Spect Grp, Ctr Image Sci, Yalelaan 2, NL-3584 CM Utrecht, Netherlands
[2] Univ Med Ctr Utrecht, UMC Utrecht Brain Ctr, Dept Child Neurol, Utrecht, Netherlands
[3] Hamad Bin Khalifa Univ HBKU, Neurol Disorders Res Ctr, Qatar Biomed Res Inst QBRI, Doha, Qatar
[4] Qatar Univ, Dept Chem & Earth Sci, Coll Arts & Sci, Doha, Qatar
关键词
diffuse axonal injury; diffusion magnetic resonance imaging; histology; rats; traumatic brain injury; DIFFUSE AXONAL INJURY; FUNCTIONAL CONNECTIVITY; RADIAL DIFFUSIVITY; TENSOR; RAT; RECOVERY; MODEL; EPIDEMIOLOGY; ROBUST; REORGANIZATION;
D O I
10.1089/neu.2020.7151
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Despite clinical symptoms, a large majority of people with mild traumatic brain injury (TBI) have normal computed tomography (CT) and magnetic resonance imaging (MRI) scans. Therefore, present-day neuroimaging tools are insufficient to diagnose or classify low grades of TBI. Advanced neuroimaging techniques, such as diffusion-weighted and functional MRI, may yield novel biomarkers that may aid in the diagnosis of TBI. Therefore, the present study had two aims: first, to characterize the development of MRI-based measures of structural and functional changes in gray and white matter regions from acute to chronic stages after mild and moderate TBI; and second, to identify the imaging markers that can most accurately predict outcome after TBI. To these aims, 52 rats underwent serial functional (resting-state) and structural (T1-, T2-, and diffusion-weighted) MRI before and 1 h, 1 day, 1 week, 1 month and 3-4 months after mild or moderate experimental TBI. All rats underwent behavioral testing. Histology was performed in subgroups of rats at different time points. Early after moderate TBI, axial and radial diffusivities were increased, and fractional anisotropy was reduced in the corpus callosum and bilateral hippocampi, which normalized over time and was paralleled by recovery of sensorimotor function. Correspondingly, histology revealed decreased myelin staining early after TBI, which was not detected at chronic stages. No significant changes in individual outcome measures were detected after mild TBI. However, multivariate analysis showed a significant additive contribution of diffusion parameters in the distinction between control and different grades of TBI-affected brains. Therefore, combining multiple imaging markers may increase the sensitivity for TBI-related pathology.
引用
收藏
页码:1642 / 1653
页数:12
相关论文
共 72 条
  • [61] Diffusion tensor imaging of diffuse axonal injury in a rat brain trauma model
    van de Looij, Yohan
    Mauconduit, Franck
    Beaumont, Marine
    Valable, Samuel
    Farion, Regine
    Francony, Gilles
    Payen, Jean-Francois
    Lahrech, Hana
    [J]. NMR IN BIOMEDICINE, 2012, 25 (01) : 93 - 103
  • [62] Extent of Bilateral Neuronal Network Reorganization and Functional Recovery in Relation to Stroke Severity
    van Meer, Maurits P. A.
    Otte, Willem M.
    van der Marel, Kajo
    Nijboer, Cora H.
    Kavelaars, Annemieke
    van der Sprenkel, Jan Willem Berkelbach
    Viergever, Max A.
    Dijkhuizen, Rick M.
    [J]. JOURNAL OF NEUROSCIENCE, 2012, 32 (13) : 4495 - 4507
  • [63] Recovery of Sensorimotor Function after Experimental Stroke Correlates with Restoration of Resting-State Interhemispheric Functional Connectivity
    van Meer, Maurits P. A.
    van der Marel, Kajo
    Wang, Kun
    Otte, Willem M.
    el Bouazati, Soufian
    Roeling, Tom A. P.
    Viergever, Max A.
    van der Sprenkel, Jan Willem Berkelbach
    Dijkhuizen, Rick M.
    [J]. JOURNAL OF NEUROSCIENCE, 2010, 30 (11) : 3964 - 3972
  • [64] Cognitive Training in Young Patients With Traumatic Brain Injury: A Fixel-Based Analysis
    Verhelst, Helena
    Giraldo, Diana
    Vander Linden, Catharine
    Vingerhoets, Guy
    Jeurissen, Ben
    Caeyenberghs, Karen
    [J]. NEUROREHABILITATION AND NEURAL REPAIR, 2019, 33 (10) : 813 - 824
  • [65] Experimental models of traumatic axonal injury
    Wang, Hong-Cai
    Ma, Yan-Bin
    [J]. JOURNAL OF CLINICAL NEUROSCIENCE, 2010, 17 (02) : 157 - 162
  • [66] Longitudinal Microstructural Changes in Traumatic Brain Injury in Rats: A Diffusional Kurtosis Imaging, Histology, and Behavior Study
    Wang, M. -L.
    Yu, M. -M.
    Yang, D. -X.
    Liu, Y. -L.
    Wei, X. -E.
    Li, W. -B.
    [J]. AMERICAN JOURNAL OF NEURORADIOLOGY, 2018, 39 (09) : 1650 - 1656
  • [67] Using functional and molecular MRI techniques to detect neuroinflammation and neuroprotection after traumatic brain injury
    Wang, Wenzhu
    Zhang, Hong
    Lee, Doon-Hoon
    Yu, Jintao
    Cheng, Tian
    Hong, Michael
    Jiang, Shanshan
    Fan, Heng
    Huang, Xi
    Zhou, Jinyuan
    Wang, Jian
    [J]. BRAIN BEHAVIOR AND IMMUNITY, 2017, 64 : 344 - 353
  • [68] Understanding the Physiopathology Behind Axial and Radial Diffusivity Changes - What Do we Know?
    Winklewski, Pawel J.
    Sabisz, Agnieszka
    Naumczyk, Patrycja
    Jodzio, Krzysztof
    Szurowska, Edyta
    Szarmach, Arkadiusz
    [J]. FRONTIERS IN NEUROLOGY, 2018, 9
  • [69] Changes in Apparent Fiber Density and Track-Weighted Imaging Metrics in White Matter following Experimental Traumatic Brain Injury
    Wright, David K.
    Johnston, Leigh A.
    Kershaw, Jeff
    Ordidge, Roger
    O'Brien, Terence J.
    Shultz, Sandy R.
    [J]. JOURNAL OF NEUROTRAUMA, 2017, 34 (13) : 2109 - 2118
  • [70] Behavioral, blood, and magnetic resonance imaging biomarkers of experimental mild traumatic brain injury
    Wright, David K.
    Trezise, Jack
    Kamnaksh, Alaa
    Bekdash, Ramsey
    Johnston, Leigh A.
    Ordidge, Roger
    Semple, Bridgette D.
    Gardner, Andrew J.
    Stanwell, Peter
    O'Brien, Terence J.
    Agoston, Denes V.
    Shultz, Sandy R.
    [J]. SCIENTIFIC REPORTS, 2016, 6