Magnetization transfer MRI metrics predict the accumulation of disability 8 years later in patients with multiple sclerosis

被引:125
|
作者
Agosta, Federica
Rovaris, Marco
Pagani, Elisabetta
Sormani, Maria Pia
Comi, Giancarlo
Filippi, Massimo
机构
[1] Ist Sci San Raffaele, Neuroimaging Res Unit, Dept Neurol, I-20132 Milan, Italy
[2] Ist Sci San Raffaele, Neuroimaging Res Unit, I-20132 Milan, Italy
关键词
disability; grey matter damage; multiple sclerosis; magnetic resonance imaging; magnetization transfer MRI;
D O I
10.1093/brain/awl208
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
In multiple sclerosis, the relationship between conventional MRI findings and the clinical evolution of the disease is weak. Magnetization transfer (MT) MRI can provide markers reflecting the more disabling features of multiple sclerosis pathology. The aim of the present study was to assess the value of MT MRI quantities and their short-term changes in predicting the long-term accumulation of disability in multiple sclerosis patients. Conventional and MT MRI scans of the brain were obtained at baseline and after 12 months in 73 patients, who were followed prospectively with clinical visits for a median period of 8 years. At baseline and at 12 months, T-2-hyperintense and T-1-hypointense lesion volume, normalized brain volume [with grey (GM) and white matter (WM) fractions] and average lesion MT ratio (MTR) were measured. At the two time points, metrics derived from the MTR histograms of the whole-brain parenchyma, GM and normal-appearing WM were also computed. A multivariate analysis, adjusted for follow-up duration, was performed to establish which variables were significant predictors of long-term neurological deterioration. At the end of follow-up, 44 patients (60%) showed a significant disability worsening. A multivariable model included baseline GM MTR histogram peak height [P = 0.029, odds ratio (OR) = 0.97], and average lesion MTR percentage change after 12 months (P = 0.016, OR = 0.88) as independent predictors of disability worsening at 8 years (r(2) = 0.28). The discriminating ability of such a model in predicting the individual patients' outcome was 66%. MT MRI provides useful prognostic markers for the prediction of the long-term evolution of multiple sclerosis. This study also suggests that GM damage is one of the key factors associated with disability accumulation in this 'white matter' condition.
引用
收藏
页码:2620 / 2627
页数:8
相关论文
共 50 条
  • [21] Selective Inversion Recovery Quantitative Magnetization Transfer Brain MRI at 7T: Clinical and Postmortem Validation in Multiple Sclerosis
    Bagnato, Francesca
    Hametner, Simon
    Franco, Giulia
    Pawate, Siddharama
    Sriram, Subramaniam
    Lassmann, Hans
    Gore, John
    Smith, Seth E.
    Dortch, Richard
    JOURNAL OF NEUROIMAGING, 2018, 28 (04) : 380 - 388
  • [22] Can abnormal evoked potentials predict future clinical disability in patients with multiple sclerosis?
    Mastaglia, F. L.
    NATURE CLINICAL PRACTICE NEUROLOGY, 2006, 2 (06): : 304 - 305
  • [23] Trajectories of multiple sclerosis disease progression are associated with differential risk of disability accumulation, relapse phenomenology, and MRI metric
    Fuh-Ngwa, Valery
    van der Mei, Ingrid
    Zhou, Yuan
    Palmer, Andrew J.
    Taylor, Bruce V.
    MULTIPLE SCLEROSIS JOURNAL, 2024, 30 (04) : 18 - 19
  • [24] The role of magnetization transfer and diffusion-weighted MRI in the understanding of multiple sclerosis evolution
    M. Filippi
    Neurological Sciences, 2000, 21 (Suppl 2) : S877 - S881
  • [25] Magnetization transfer ratio in lesions rather than normal-appearing brain relates to disability in patients with multiple sclerosis
    Amann, Michael
    Papadopoulou, Athina
    Andelova, Michaela
    Magon, Stefano
    Mueller-Lenke, Nicole
    Naegelin, Yvonne
    Stippich, Christoph
    Radue, Ernst Wilhelm
    Bieri, Oliver
    Kappos, Ludwig
    Sprenger, Till
    JOURNAL OF NEUROLOGY, 2015, 262 (08) : 1909 - 1917
  • [26] Magnetization transfer ratio in lesions rather than normal-appearing brain relates to disability in patients with multiple sclerosis
    Michael Amann
    Athina Papadopoulou
    Michaela Andelova
    Stefano Magon
    Nicole Mueller-Lenke
    Yvonne Naegelin
    Christoph Stippich
    Ernst Wilhelm Radue
    Oliver Bieri
    Ludwig Kappos
    Till Sprenger
    Journal of Neurology, 2015, 262 : 1909 - 1917
  • [27] A magnetization transfer study of white matter in siblings of multiple sclerosis patients
    Filippi, M
    Campi, A
    Martino, G
    Colombo, B
    Comi, G
    JOURNAL OF THE NEUROLOGICAL SCIENCES, 1997, 147 (02) : 151 - 153
  • [28] Sensitivity of contrast enhanced MRI in multiple sclerosis - Effects of gadolinium dose, magnetization transfer contrast and delayed imaging
    Silver, NC
    Good, CD
    Barker, GJ
    MacManus, DG
    Thompson, AJ
    Moseley, IF
    McDonald, WI
    Miller, DH
    BRAIN, 1997, 120 : 1149 - 1161
  • [29] Effect of natalizumab on brain atrophy and disability progression in multiple sclerosis patients over 5 years
    Zivadinov, R.
    Hojnacki, D.
    Bergsland, N.
    Kennedy, C.
    Hagemeier, J.
    Melia, R.
    Ramasamy, D. P.
    Durfee, J.
    Carl, E.
    Dwyer, M. G.
    Weinstock-Guttman, B.
    EUROPEAN JOURNAL OF NEUROLOGY, 2016, 23 (06) : 1101 - 1109
  • [30] Novel composite MRI scale correlates highly with disability in multiple sclerosis patients
    Kosa, Peter
    Komori, Mika
    Waters, Ryan
    Wu, Tianxia
    Cortese, Irene
    Ohayon, Joan
    Fenton, Kaylan
    Cherup, Jamie
    Gedeon, Tomas
    Bielekova, Bibiana
    MULTIPLE SCLEROSIS AND RELATED DISORDERS, 2015, 4 (06) : 526 - 535