Anatomical brain connectivity can assess cognitive dysfunction in multiple sclerosis

被引:27
作者
Bozzali, M. [1 ]
Spano, B. [1 ]
Parker, G. J. M. [2 ,3 ]
Giulietti, G. [1 ]
Castelli, M. [4 ]
Basile, B. [1 ]
Rossi, S. [4 ]
Serra, L. [1 ]
Magnani, G. [5 ]
Nocentini, U. [1 ]
Caltagirone, C. [1 ,4 ]
Centonze, D. [4 ]
Cercignani, M. [1 ,6 ]
机构
[1] Santa Lucia Fdn, I-00179 Rome, Italy
[2] Univ Manchester, Manchester M13 9PL, Lancs, England
[3] Univ Manchester, Biomed Imaging Inst, Manchester M13 9PL, Lancs, England
[4] Univ Roma Tor Vergata, Dept Neurosci, Rome, Italy
[5] Ist Sci San Raffaele, Dept Neurol, I-20132 Milan, Italy
[6] Univ Sussex, Clin Imaging Sci Ctr, Brighton & Sussex Med Sch, Brighton, E Sussex, England
关键词
Anatomical connectivity mapping; diffusion imaging; fractional anisotropy; magnetic resonance imaging; relapsing-remitting multiple sclerosis; cognitive dysfunction; paced auditory serial addition test; SERIAL ADDITION TEST; DIFFUSION TENSOR; NORMATIVE VALUES; CORPUS-CALLOSUM; WORKING-MEMORY; IMPAIRMENT; MRI; DISCONNECTION; TRACTOGRAPHY; ATROPHY;
D O I
10.1177/1352458512474088
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: Brain disconnection plays a major role in determining cognitive disabilities in multiple sclerosis (MS). We recently developed a novel diffusion-weighted magnetic resonance imaging (DW-MRI) tractography approach, namely anatomical connectivitity mapping (ACM), that quantifies structural brain connectivity. Objective: Use of ACM to assess structural connectivity modifications in MS brains and ascertain their relationship with the patients' Paced-Auditory-Serial-Addition-Test (PASAT) scores. Methods: Relapsing-remitting MS (RRMS) patients (n = 25) and controls (n = 25) underwent MRI at 3T, including conventional images, T1-weighted volumes and DW-MRI. Volumetric scans were coregistered to fractional anisotropy (FA) images, to obtain parenchymal FA maps for both white and grey matter. We initiated probabilistic tractography from all parenchymal voxels, obtaining ACM maps by counting the number of streamlines passing through each voxel, then normalizing by the total number of streamlines initiated. The ACM maps were transformed into standard space, for statistical use. Results: RRMS patients had reduced grey matter volume and FA, consistent with previous literature. Also, we showed reduced ACM in the thalamus and in the head of the caudate nucleus, bilaterally. In our RRMS patients, ACM was associated with PASAT scores in the corpus callosum, right hippocampus and cerebellum. Conclusions: ACM opens a new perspective, clarifying the contribution of anatomical brain disconnection to clinical disabilities in MS.
引用
收藏
页码:1161 / 1168
页数:8
相关论文
共 35 条
[1]   The Rao's Brief Repeatable Battery and Stroop test: normative values with age, education and gender corrections in an Italian population [J].
Amato, M. P. ;
Portaccio, E. ;
Goretti, B. ;
Zipoli, V. ;
Ricchiu, L. ;
De Caro, M. F. ;
Patti, F. ;
Vecchio, R. ;
Sorbi, S. ;
Trojano, M. .
MULTIPLE SCLEROSIS, 2006, 12 (06) :787-793
[2]   Magnetic resonance study of the influence of tissue damage and cortical reorganization on PASAT performance at the earliest stage of multiple sclerosis [J].
Audoin, B ;
Duong, MV ;
Ranjeva, JP ;
Ibarrola, D ;
Malikova, I ;
Confort-Gouny, S ;
Soulier, E ;
Viout, P ;
Ali-Chérif, A ;
Pelletier, J ;
Cozzone, PJ .
HUMAN BRAIN MAPPING, 2005, 24 (03) :216-228
[3]   ESTIMATION OF THE EFFECTIVE SELF-DIFFUSION TENSOR FROM THE NMR SPIN-ECHO [J].
BASSER, PJ ;
MATTIELLO, J ;
LEBIHAN, D .
JOURNAL OF MAGNETIC RESONANCE SERIES B, 1994, 103 (03) :247-254
[4]   Memory impairment in multiple sclerosis: correlation with deep grey matter and mesial temporal atrophy [J].
Benedict, R. H. B. ;
Ramasamy, D. ;
Munschauer, F. ;
Weinstock-Guttman, B. ;
Zivadinov, R. .
JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2009, 80 (02) :201-206
[5]  
Bozzali M, 2012, HUM BRAIN M IN PRESS
[6]   Anatomical connectivity mapping: A new tool to assess brain disconnection in Alzheimer's disease [J].
Bozzali, Marco ;
Parker, Geoffrey J. M. ;
Serra, Laura ;
Embleton, Karl ;
Gili, Tommaso ;
Perri, Roberta ;
Caltagirone, Carlo ;
Cercignani, Mara .
NEUROIMAGE, 2011, 54 (03) :2045-2051
[7]   Rey-Osterrieth complex figure: normative values in an Italian population sample [J].
Caffarra, P ;
Vezzadini, G ;
Dieci, F ;
Zonato, F ;
Venneri, A .
NEUROLOGICAL SCIENCES, 2002, 22 (06) :443-447
[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]   Cognitive impairment in multiple sclerosis [J].
Chiaravalloti, Nancy D. ;
DeLuca, John .
LANCET NEUROLOGY, 2008, 7 (12) :1139-1151
[10]   Development of a multiple sclerosis functional composite as a clinical trial outcome measure [J].
Cutter, GR ;
Baier, ML ;
Rudick, RA ;
Cookfair, DL ;
Fischer, JS ;
Petkau, J ;
Syndulko, K ;
Weinshenker, BG ;
Antel, JP ;
Confavreux, C ;
Ellison, GW ;
Lublin, F ;
Miller, AE ;
Rao, SM ;
Reingold, S ;
Thompson, A ;
Willoughby, E .
BRAIN, 1999, 122 :871-882