Quantification of Corticospinal Tract Atrophy Using Diffusion Tensor Imaging: A Potential Diagnostic Tool in Amyotrophic Lateral Sclerosis

被引:0
|
作者
Noureldine, M. H. A. [1 ,2 ]
Al Daulei, Y. [1 ]
Kikano, R. [1 ]
Riachi, N. [1 ]
Fares, Y. [2 ]
Ahdab, R. [1 ]
Zaylaa, A. J. [2 ,3 ]
机构
[1] Lebanese Amer Univ, Med Ctr, Rizk Hosp, Beirut, Lebanon
[2] Lebanese Univ, Fac Med Sci, Neurosci Res Ctr, Beirut, Lebanon
[3] Lebanese Univ, Fac Publ Hlth 5, Dept Radiol Sci, Beirut, Lebanon
关键词
Fractional Anisotropy; Apparent Diffusion Coefficient; Side-to-Side Ratio; Receiver Operating Characteristic; Sensitivity; Specificity; Amyotrophic Lateral Sclerosis;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Amyotrophic Lateral Sclerosis is a rare neurode-generative disease affecting the motor tract pathways. The role of neuroimaging in diagnosing Amyotrophic Lateral Sclerosis is still growing, and no definite technique has been adopted yet. Using an advanced neuroimaging technique, namely Diffusion Tensor Imaging, we propose a novel non-invasive, objective and quantitative technique to help in the diagnosis of Amyotrophic Lateral Sclerosis. Specifically, we collected Fractional Anisotropy and Apparent Diffusion Coefficient measurements at three anatomical sites (Posterior Limb of the Internal Capsule, Anterior Cerebral Peduncle, and Pre-Pyramidal Decussation in the medulla oblongata), where Corticospinal Tracts cross inside the brain and brainstem, in 10 Amyotrophic Lateral Sclerosis patients and 10 healthy controls. Then, we derived Side-to-Side Ratios of the collected Fractional Anisotropy and Apparent Diffusion Coefficient data at every site, and statistically evaluated these data to check for differences between abnormal patients and controls. Our results showed that for Amyotrophic Lateral Sclerosis patients, the Apparent Diffusion Coefficient inter-side difference was 0.4500 x 10(-10), which was more than double the Apparent Diffusion Coefficient inter-side difference in Controls (0.0212 x 10(-10)). The Side-to-Side Ratio of Apparent Diffusion Coefficient at the Posterior Limb of the Internal Capsule was significantly different between abnormal patients and Controls. The Receiver Operating Characteristic curve comparing the Side-to-Side Ratio of Apparent Diffusion Coefficient at the Posterior Limb of the Internal Capsule between abnormal and Control groups showed a sensitivity and specificity of 30% and 90%, respectively, with a likelihood ratio of 3.0 for values < 1.017. Our study appeared promising and is the first of its kind in terms of evaluating the diagnostic value of the Side-to-Side Ratios of Fractional Anisotropy and Apparent Diffusion Coefficient measurements at different levels of the central motor pathway in Amyotrophic Lateral Sclerosis patients.
引用
收藏
页数:6
相关论文
共 50 条
  • [41] Diffusion tensor magnetic resonance imaging of the spinal cord in amyotrophic lateral sclerosis
    Valsasina, P.
    Benedetti, B.
    Agosta, F.
    Caputo, D.
    Perini, M.
    Prelle, A.
    Salvi, F.
    Filippi, M.
    JOURNAL OF NEUROLOGY, 2006, 253 : 30 - 30
  • [42] Diffusion Tensor Imaging in Amyotrophic Lateral Sclerosis: Machine Learning for Biomarker Development
    Behler, Anna
    Mueller, Hans-Peter
    Ludolph, Albert C. C.
    Kassubek, Jan
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2023, 24 (03)
  • [43] Early white matter changes on diffusion tensor imaging in amyotrophic lateral sclerosis
    Finsterer, Josef
    Scorza, Fulvio A.
    Scorza, Carla A.
    ANNALS OF CLINICAL AND TRANSLATIONAL NEUROLOGY, 2020, 7 (07): : 1265 - 1265
  • [44] Diffusion tensor imaging in early amyotrophic lateral sclerosis using 3T magnetic resonance imaging
    Sarsilmaz, Aysegul
    Firat, Zeynep
    Ulug, Aziz M.
    Karlikaya, Geysu
    Bingol, Canan Aykut
    Hamamci, Andac
    Kovanlikaya, Ilhami
    NEUROLOGICAL SCIENCES AND NEUROPHYSIOLOGY, 2018, 35 (02): : 102 - 107
  • [45] Diffusion tensor tractography in amyotrophic lateral sclerosis patients
    Pagani, E.
    Benedetti, B.
    Caputo, D.
    Perini, M.
    Filippi, M.
    JOURNAL OF NEUROLOGY, 2006, 253 : 123 - 123
  • [46] Diffusion tensor MRI in amyotrophic lateral sclerosis (ALS)
    Oreja-Guevara, C.
    Rodriguez de Rivera, F. J.
    Alvarez-Linera, J.
    Hernandez Tamames, J.
    Diez-Tejedor, E.
    EUROPEAN JOURNAL OF NEUROLOGY, 2008, 15 : 358 - 358
  • [47] Combined structural and neurochemical evaluation of the corticospinal tract in amyotrophic lateral sclerosis
    Pyra, Timothy
    Hui, Benjamin
    Hanstock, Chris
    Concha, Luis
    Wong, John C. T.
    Beaulieu, Christian
    Johnston, Wendy
    Kalra, Sanjay
    AMYOTROPHIC LATERAL SCLEROSIS, 2010, 11 (1-2): : 157 - 165
  • [48] A Distinct MR Imaging Phenotype in Amyotrophic Lateral Sclerosis: Correlation between T1 Magnetization Transfer Contrast Hyperintensity along the Corticospinal Tract and Diffusion Tensor Imaging Analysis
    Carrara, G.
    Carapelli, C.
    Venturi, F.
    Ferraris, M. M.
    Lequio, L.
    Chio, A.
    Calvo, A.
    Sirgiovanni, S.
    Cistaro, A.
    Valentini, M. C.
    AMERICAN JOURNAL OF NEURORADIOLOGY, 2012, 33 (04) : 733 - 739
  • [49] The Topography of Brain Microstructural Damage in Amyotrophic Lateral Sclerosis Assessed Using Diffusion Tensor MR Imaging
    Canu, E.
    Agosta, F.
    Rive, N.
    Sala, S.
    Prelle, A.
    Caputo, D.
    Perini, M.
    Comi, G.
    Filippi, M.
    AMERICAN JOURNAL OF NEURORADIOLOGY, 2011, 32 (07) : 1307 - 1314
  • [50] Assessment of White Matter Tract Damage in Patients with Amyotrophic Lateral Sclerosis: A Diffusion Tensor MR Imaging Tractography Study
    Agosta, F.
    Pagani, E.
    Petrolini, M.
    Caputo, D.
    Perini, M.
    Prelle, A.
    Salvi, F.
    Filippi, M.
    AMERICAN JOURNAL OF NEURORADIOLOGY, 2010, 31 (08) : 1457 - 1461