Multicontrast MRI Quantification of Focal Inflammation and Degeneration in Multiple Sclerosis

被引:19
作者
Bonnier, Guillaume [1 ,2 ,3 ,4 ]
Roche, Alexis [1 ,2 ,4 ,5 ]
Romascano, David [1 ,2 ]
Simioni, Samanta [3 ,4 ]
Meskaldji, Djalel Eddine [6 ,7 ]
Rotzinger, David [4 ,5 ]
Lin, Ying-Chia [8 ]
Menegaz, Gloria [8 ]
Schluep, Myriam [3 ,4 ]
Du Pasquier, Renaud [3 ,4 ]
Sumpf, Tilman Johannes [9 ]
Frahm, Jens [9 ]
Thiran, Jean-Philippe [2 ]
Krueger, Gunnar [1 ,2 ,10 ]
Granziera, Cristina [1 ,2 ,3 ,4 ,11 ]
机构
[1] Ecole Polytech Fed Lausanne, Siemens, Adv Clin Imaging Technol Grp, CH-1015 Lausanne, Switzerland
[2] Ecole Polytech Fed Lausanne, LTS5, CH-1015 Lausanne, Switzerland
[3] CHU Vaudois, Dept Neurol, CH-1011 Lausanne, Switzerland
[4] Univ Lausanne, CH-1011 Lausanne, Switzerland
[5] CHU Vaudois, Dept Radiol, CH-1011 Lausanne, Switzerland
[6] Univ Geneva, Dept Radiol & Med Informat, CH-1211 Geneva, Switzerland
[7] Ecole Polytech Fed Lausanne, Inst Bioengn, Med Image Proc Lab MIPLAB, CH-1015 Lausanne, Switzerland
[8] Univ Verona, Dept Comp Sci, I-37134 Verona, Italy
[9] Max Planck Inst Biophys Chem, Biomed NMR Forsch GmbH, D-37077 Gottingen, Germany
[10] Siemens Schweiz AG, Healthcare Sect IM&WS S, CH-1020 Renens, Switzerland
[11] CHU Vaudois, Dept Clin Neurosci, Lab Rech Neuroimagerie, CH-1011 Lausanne, Switzerland
基金
瑞士国家科学基金会;
关键词
LESION PATHOLOGY; IN-VIVO; ABNORMALITIES; MODEL; TIME; MIGRAINEURS; PROGRESSION; FATIGUE; DISEASE; IMAGES;
D O I
10.1155/2015/569123
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 [微生物学]; 090105 [作物生产系统与生态工程];
摘要
Introduction. Local microstructural pathology in multiple sclerosis patients might influence their clinical performance. This study applied multicontrast MRI to quantify inflammation and neurodegeneration in MS lesions. We explored the impact of MRI-based lesion pathology in cognition and disability. Methods. 36 relapsing-remitting MS subjects and 18 healthy controls underwent neurological, cognitive, behavioural examinations and 3 T MRI including (i) fluid attenuated inversion recovery, double inversion recovery, and magnetization-prepared gradient echo for lesion count; (ii) T1, T2, and T2* relaxometry and magnetisation transfer imaging for lesion tissue characterization. Lesions were classified according to the extent of inflammation/neurodegeneration. A generalized linear model assessed the contribution of lesion groups to clinical performances. Results. Four lesion groups were identified and characterized by (1) absence of significant alterations, (2) prevalent inflammation, (3) concomitant inflammation and microdegeneration, and (4) prevalent tissue loss. Groups 1, 3, 4 correlated with general disability (Adj-R-2 = 0.6; P = 0.0005), executive function (Adj-R-2 = 0.5; P - 0.004), verbal memory (Adj-R-2 - 0.4; P - 0.02), and attention (Adj-R-2 - 0.5; P - 0.002). Conclusion. Multicontrast MRI provides a new approach to infer in vivo histopathology of plaques. Our results support evidence that neurodegeneration is the major determinant of patients' disability and cognitive dysfunction.
引用
收藏
页数:9
相关论文
共 42 条
[1]
[Anonymous], 2010, Pract. Assess. Res. Eval.
[2]
Tracking iron in multiple sclerosis: a combined imaging and histopathological study at 7 Tesla [J].
Bagnato, Francesca ;
Hametner, Simon ;
Yao, Bing ;
van Gelderen, Peter ;
Merkle, Hellmut ;
Cantor, Fredric K. ;
Lassmann, Hans ;
Duyn, Jeff H. .
BRAIN, 2011, 134 :3599-3612
[3]
Advanced MRI unravels the nature of tissue alterations in early multiple sclerosis [J].
Bonnier, Guillaume ;
Roche, Alexis ;
Romascano, David ;
Simioni, Samanta ;
Meskaldji, Djalel ;
Rotzinger, David ;
Lin, Ying-Chia ;
Menegaz, Gloria ;
Schluep, Myriam ;
Du Pasquier, Renaud ;
Sumpf, Tilman Johannes ;
Frahm, Jens ;
Thiran, Jean-Philippe ;
Krueger, Gunnar ;
Granziera, Cristina .
ANNALS OF CLINICAL AND TRANSLATIONAL NEUROLOGY, 2014, 1 (06) :423-432
[4]
Assessment of lesion pathology in a new animal model of MS by multiparametric MRI and DTI [J].
Boretius, Susann ;
Escher, Angelika ;
Dallenga, Tobias ;
Wrzos, Claudia ;
Tammer, Roland ;
Brueck, Wolfgang ;
Nessler, Stefan ;
Frahm, Jens ;
Stadelmann, Christine .
NEUROIMAGE, 2012, 59 (03) :2678-2688
[5]
Progressive multiple sclerosis [J].
Bradl, Monika ;
Lassmann, Hans .
SEMINARS IN IMMUNOPATHOLOGY, 2009, 31 (04) :455-465
[6]
Lesion heterogeneity in multiple sclerosis: a study of the relations between appearances on T1 weighted images, T1 relaxation times, and metabolite concentrations [J].
Brex, PA ;
Parker, GJM ;
Leary, SM ;
Molyneux, PD ;
Barker, GJ ;
Davie, CA ;
Thompson, AJ ;
Miller, DH .
JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2000, 68 (05) :627-632
[7]
Inflammatory central nervous system demyelination: Correlation of magnetic resonance imaging findings with lesion pathology [J].
Bruck, W ;
Bitsch, A ;
Kolenda, H ;
Bruck, Y ;
Stiefel, M ;
Lassmann, H .
ANNALS OF NEUROLOGY, 1997, 42 (05) :783-793
[8]
MRI in multiple sclerosis: a review of the current literature [J].
Ceccarelli, Antonia ;
Bakshi, Rohit ;
Neema, Mohit .
CURRENT OPINION IN NEUROLOGY, 2012, 25 (04) :402-409
[9]
NEUROPSYCHOLOGICAL IMPAIRMENTS IN CHRONIC FATIGUE SYNDROME, MULTIPLE-SCLEROSIS, AND DEPRESSION [J].
DELUCA, J ;
JOHNSON, SK ;
BELDOWICZ, D ;
NATELSON, BH .
JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 1995, 58 (01) :38-43
[10]
Fatnassi C., 2013, NONLINEAR CORRECTION