Advanced MRI unravels the nature of tissue alterations in early multiple sclerosis

被引:69
作者
Bonnier, Guillaume [1 ,2 ,3 ,4 ,5 ]
Roche, Alexis [1 ,4 ,5 ,6 ]
Romascano, David [1 ,5 ]
Simioni, Samanta [2 ,3 ,4 ]
Meskaldji, Djalel [5 ]
Rotzinger, David [4 ,6 ]
Lin, Ying-Chia [7 ]
Menegaz, Gloria [7 ]
Schluep, Myriam [2 ,3 ,4 ]
Du Pasquier, Renaud [2 ,3 ,4 ]
Sumpf, Tilman Johannes [8 ]
Frahm, Jens [8 ]
Thiran, Jean-Philippe [5 ]
Krueger, Gunnar [1 ,9 ]
Granziera, Cristina [1 ,2 ,3 ,4 ,5 ]
机构
[1] Siemens Healthcare IM BM PI, Adv Clin Imaging Technol Grp, Lausanne, Switzerland
[2] CHU Vaudois, Dept Clin Neurosci, Div Neurol, Neuroimmunol, Lausanne, Switzerland
[3] CHU Vaudois, Dept Clin Neurosci, Div Neurol, Lab Rech Neuroimagerie, Lausanne, Switzerland
[4] Univ Lausanne, Lausanne, Switzerland
[5] Ecole Polytech Fed Lausanne, LTS5, Lausanne, Switzerland
[6] CHU Vaudois, Dept Radiol, Lausanne, Switzerland
[7] Univ Verona, Dept Comp Sci, Verona, Italy
[8] Max Planck Inst Biophys Chem, Biomed NMR Forsch GmbH, Gottingen, Germany
[9] Siemens Schweiz AG, Healthcare Sect IM&WS S, Renens, Switzerland
来源
ANNALS OF CLINICAL AND TRANSLATIONAL NEUROLOGY | 2014年 / 1卷 / 06期
基金
瑞士国家科学基金会;
关键词
D O I
10.1002/acn3.68
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Introduction: In patients with multiple sclerosis (MS), conventional magnetic resonance imaging (MRI) provides only limited insights into the nature of brain damage with modest clinic-radiological correlation. In this study, we applied recent advances in MRI techniques to study brain microstructural alterations in early relapsing-remitting MS (RRMS) patients with minor deficits. Further, we investigated the potential use of advanced MRI to predict functional performances in these patients. Methods: Brain relaxometry (T1, T2, T2*) and magnetization transfer MRI were performed at 3T in 36 RRMS patients and 18 healthy controls (HC). Multicontrast analysis was used to assess for microstructural alterations in normal-appearing (NA) tissue and lesions. A generalized linear model was computed to predict clinical performance in patients using multicontrast MRI data, conventional MRI measures as well as demographic and behavioral data as covariates. Results: Quantitative T2 and T2* relaxometry were significantly increased in temporal normal-appearing white matter (NAWM) of patients compared to HC, indicating subtle microedema (P = 0.03 and 0.004). Furthermore, significant T1 and magnetization transfer ratio (MTR) variations in lesions (mean T1 z-score: 4.42 and mean MTR z-score: -4.09) suggested substantial tissue loss. Combinations of multicontrast and conventional MRI data significantly predicted cognitive fatigue (P = 0.01, Adj-R-2 = 0.4), attention (P = 0.0005, Adj-R-2 = 0.6), and disability (P = 0.03, Adj-R-2 = 0.4). Conclusion: Advanced MRI techniques at 3T, unraveled the nature of brain tissue damage in early MS and substantially improved clinical-radiological correlations in patients with minor deficits, as compared to conventional measures of disease.
引用
收藏
页码:423 / 432
页数:10
相关论文
共 53 条
  • [1] Characterization of Cerebral White Matter Properties Using Quantitative Magnetic Resonance Imaging Stains
    Alexander, Andrew L.
    Hurley, Samuel A.
    Samsonov, Alexey A.
    Adluru, Nagesh
    Hosseinbor, Ameer Pasha
    Mossahebi, Pouria
    Tromp, Do P. M.
    Zakszewski, Elizabeth
    Field, Aaron S.
    [J]. BRAIN CONNECTIVITY, 2011, 1 (06) : 423 - 446
  • [2] Impact of intravascular signal on quantitative measures of cerebral oxygen extraction and blood volume under normo- and hypercapnic conditions using an asymmetric spin echo approach
    An, H
    Lin, WL
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2003, 50 (04) : 708 - 716
  • [3] T2 hypointensity in the deep gray matter of patients with multiple sclerosis - A quantitative magnetic resonance imaging study
    Bakshi, R
    Benedict, RHB
    Bermel, RA
    Caruthers, SD
    Puli, SR
    Tjoa, CW
    Fabiano, AJ
    Jacobs, L
    [J]. ARCHIVES OF NEUROLOGY, 2002, 59 (01) : 62 - 68
  • [4] Basal ganglia, thalamus and neocortical atrophy predicting slowed cognitive processing in multiple sclerosis
    Batista, Sonia
    Zivadinov, Robert
    Hoogs, Marietta
    Bergsland, Niels
    Heininen-Brown, Mari
    Dwyer, Michael G.
    Weinstock-Guttman, Bianca
    Benedict, Ralph H. B.
    [J]. JOURNAL OF NEUROLOGY, 2012, 259 (01) : 139 - 146
  • [5] Cortical lesions in multiple sclerosis
    Calabrese, Massimiliano
    Filippi, Massimo
    Gallo, Paolo
    [J]. NATURE REVIEWS NEUROLOGY, 2010, 6 (08) : 438 - 444
  • [6] Multiple sclerosis: Magnetization transfer histogram analysis of segmented normal-appearing white matter
    Catalaa, I
    Grossman, RI
    Kolson, DL
    Udupa, JK
    Nyul, LG
    Wei, LG
    Zhang, X
    Polansky, M
    Mannon, LJ
    McGowan, JC
    [J]. RADIOLOGY, 2000, 216 (02) : 351 - 355
  • [7] Brain damage as detected by magnetization transfer imaging is less pronounced in benign than in early relapsing multiple sclerosis
    De Stefano, Nicola
    Battaglini, Marco
    Stromillo, M. L.
    Zipoli, Valentina
    Bartolozzi, M. L.
    Guidi, Leonello
    Siracusa, Gianfranco
    Portaccio, Emilio
    Giorgio, Antonio
    Sorbi, Sandro
    Federico, Antonio
    Amato, Maria Pia
    [J]. BRAIN, 2006, 129 : 2008 - 2016
  • [8] NEUROPSYCHOLOGICAL IMPAIRMENTS IN CHRONIC FATIGUE SYNDROME, MULTIPLE-SCLEROSIS, AND DEPRESSION
    DELUCA, J
    JOHNSON, SK
    BELDOWICZ, D
    NATELSON, BH
    [J]. JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 1995, 58 (01) : 38 - 43
  • [9] Deoni SCL, 2011, METHODS MOL BIOL, V711, P65, DOI 10.1007/978-1-61737-992-5_4
  • [10] Fatnassi C., 2013, NONLINEAR CORRECTION