Tract-specific quantitative MRI better correlates with disability than conventional MRI in multiple sclerosis

被引:32
|
作者
Harrison, Daniel M. [1 ]
Shiee, Navid [2 ,3 ,4 ]
Bazin, Pierre-Louis [5 ]
Newsome, Scott D. [1 ]
Ratchford, John N. [1 ]
Dzung Pham [2 ,3 ,6 ]
Calabresi, Peter A. [1 ]
Reich, Daniel S. [1 ,4 ,7 ]
机构
[1] Johns Hopkins Univ, Dept Neurol, Baltimore, MD 21287 USA
[2] Johns Hopkins Univ, Dept Elect & Comp Engn, Baltimore, MD 21218 USA
[3] NIH, Ctr Clin, Bethesda, MD 20892 USA
[4] Johns Hopkins Univ, Dept Radiol & Radiol Sci, Baltimore, MD 21287 USA
[5] Max Planck Inst Human Cognit & Brain Sci, Dept Neurophys, Leipzig, Germany
[6] Henry M Jackson Fdn Adv Mil Med, Ctr Neurosci & Regenerat Med, Bethesda, MD 20892 USA
[7] NINDS, Neuroimmunol Branch, NIH, Bethesda, MD 20892 USA
关键词
Multiple sclerosis; Diffusion tensor imaging; Magnetization transfer ratio; MRI; Disability; NORMAL-APPEARING WHITE; CONTRAST LETTER ACUITY; RAT SPINAL-CORD; MAGNETIZATION-TRANSFER; FUNCTIONAL COMPOSITE; CORPUS-CALLOSUM; AXONAL DAMAGE; MATTER DAMAGE; IN-VIVO; BRAIN;
D O I
10.1007/s00415-012-6638-8
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Although diffusion tensor imaging (DTI) and the magnetization transfer ratio (MTR) have been extensively studied in multiple sclerosis (MS), it is still unclear if they are more effective biomarkers of disability than conventional MRI. MRI scans were performed on 117 participants with MS in addition to 26 healthy volunteers. Mean values were obtained for DTI indices and MTR for supratentorial brain and three white matter tracts of interest. DTI and MTR values were tested for correlations with measures of atrophy and lesion volume and were compared with these more conventional indices for prediction of disability. All DTI and MTR values correlated to an equivalent degree with lesion volume and cerebral volume fraction (CVF). Thalamic volumes correlated with all indices in the optic radiations and with mean and perpendicular diffusivity in the corpus callosum. Nested model regression analysis demonstrated that, compared with CVF, DTI indices in the optic radiations were more strongly correlated with Expanded Disability Status Scale and were also more strongly correlated than both CVF and lesion volume with low-contrast visual acuity. Abnormalities in DTI and MTR are equivalently linked with brain atrophy and inflammatory lesion burden, suggesting that for practical purposes they are markers of multiple aspects of MS pathology. Our findings that some DTI and MTR indices are more strongly linked with disability than conventional MRI measures justifies their potential use as targeted, functional system-specific clinical trial outcomes in MS.
引用
收藏
页码:397 / 406
页数:10
相关论文
共 50 条
  • [41] Assessment of Racial/Ethnic Disparities in Volumetric MRI Correlates of Clinical Disability in Multiple Sclerosis: A Preliminary Study
    Perez, Carlos A.
    Salehbeiki, Alireza
    Zhu, Liang
    Wolinsky, Jerry S.
    Lincoln, John A.
    JOURNAL OF NEUROIMAGING, 2021, 31 (01) : 115 - 123
  • [42] Use of combined conventional and quantitative MRI to quantify pathology related to cognitive impairment in multiple sclerosis
    Lin, X.
    Tench, C.
    Morgan, P.
    Constantinescu, C. S.
    MULTIPLE SCLEROSIS, 2007, 13 : S185 - S185
  • [43] Use of combined conventional and quantitative MRI to quantify pathology related to cognitive impairment in multiple sclerosis
    Lin, X.
    Tench, C. R.
    Morgan, P. S.
    Constantinescu, C. S.
    JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2008, 79 (04): : 437 - 441
  • [44] Quantitative MRI in Multiple Sclerosis: From Theory to Application
    Tranfa, M.
    Pontillo, G.
    Petracca, M.
    Brunetti, A.
    Tedeschi, E.
    Palma, G.
    Cocozza, S.
    AMERICAN JOURNAL OF NEURORADIOLOGY, 2022, 43 (12) : 1688 - 1695
  • [45] Clinical, MRI, and CSF Markers of Disability Progression in Multiple Sclerosis
    Gajofatto, Alberto
    Calabrese, Massimiliano
    Benedetti, Maria Donata
    Monaco, Salvatore
    DISEASE MARKERS, 2013, 2013 : 687 - 699
  • [46] QUANTITATIVE MRI STUDIES FOR ASSESSMENT OF MULTIPLE-SCLEROSIS
    PANNIZZO, F
    STALLMEYER, MJB
    FRIEDMAN, J
    JENNIS, RJ
    ZABRISKIE, J
    PLANK, C
    ZIMMERMAN, R
    WHALEN, JP
    CAHILL, PT
    MAGNETIC RESONANCE IN MEDICINE, 1992, 24 (01) : 90 - 99
  • [47] Combined MRI lesions and relapses as a surrogate for disability in multiple sclerosis
    Sormani, M. P.
    Li, D. K.
    Bruzzi, P.
    Stubinski, B.
    Cornelisse, P.
    Rocak, S.
    De Stefano, N.
    NEUROLOGY, 2011, 77 (18) : 1684 - 1690
  • [48] A longitudinal study of abnormalities on MRI and disability from multiple sclerosis
    Brex, PA
    Ciccarelli, O
    O'Riordan, JI
    Sailer, M
    Thompson, AJ
    Miller, DH
    NEW ENGLAND JOURNAL OF MEDICINE, 2002, 346 (03): : 158 - 164
  • [49] Predicting clinical disability in Multiple Sclerosis based on structural MRI
    Kerstin, Hackmack
    Martin, Weygandt
    Caspar, Pfueller
    Judith, Bellmann-Strobl
    Friedemann, Paul
    John-Dylan, Haynes
    JOURNAL OF NEUROIMMUNOLOGY, 2010, 228 (1-2) : 186 - 186
  • [50] Conventional MRI-Based Structural Disconnection and Morphometric Similarity Networks and Their Clinical Correlates in Multiple Sclerosis
    Tranfa, Mario
    Petracca, Maria
    Moccia, Marcello
    Scaravilli, Alessandra
    Barkhof, Frederik
    Brescia Morra, Vincenzo
    Carotenuto, Antonio
    Collorone, Sara
    Elefante, Andrea
    Falco, Fabrizia
    Lanzillo, Roberta
    Lorenzini, Luigi
    Schoonheim, Menno M.
    Toosy, Ahmed T.
    Brunetti, Arturo
    Cocozza, Sirio
    Quarantelli, Mario
    Pontillo, Giuseppe
    NEUROLOGY, 2025, 104 (04)