Cortical grey matter sodium accumulation is associated with disability and secondary progressive disease course in relapse-onset multiple sclerosis

被引:24
作者
Brownlee, Wallace J. [1 ]
Solanky, Bhavana [1 ]
Prados, Ferran [1 ,2 ]
Yiannakas, Marios [1 ]
Da Mota, Patricia [1 ]
Riemer, Frank [3 ]
Cardoso, Manuel Jorge [2 ]
Ourselin, Sebastian [2 ]
Golay, Xavier [4 ]
Wheeler-Kingshott, Claudia Gandini [1 ,5 ,6 ]
Ciccarelli, Olga [1 ,7 ]
机构
[1] UCL Inst Neurol, Queen Sq Multiple Sclerosis Ctr, London, England
[2] UCL, Dept Med Phys & Bioengn, CMIC, Translat Imaging Grp, London, England
[3] Univ Cambridge, Sch Clin Med, Dept Radiol, Cambridge, England
[4] UCL Inst Neurol, Dept Brain Repair & Rehabil, London, England
[5] IRCCS Mondino Fdn, BrainMRI Res Ctr 3T, Pavia, Italy
[6] Univ Pavia, Dept Brain & Behav Sci, Pavia, Italy
[7] UCL, Hosp Biomed Res Ctr, NIHR, London, England
关键词
GRAY-MATTER; ATROPHY; PATHOLOGY; SCALE;
D O I
10.1136/jnnp-2018-319634
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective Sodium (Na-23)-MRI is an emerging imaging technique to investigate in vivo changes in tissue viability, reflecting neuroaxonal integrity and metabolism. Using an optimised Na-23-MRI protocol with smaller voxel sizes and improved tissue contrast, we wanted to investigate whether brain total sodium concentration (TSC) is a biomarker for long-term disease outcomes in a cohort of patients with relapse-onset multiple sclerosis (MS), followed from disease onset. Methods We performed a cross-sectional study in 96 patients followed up similar to 15 years after a clinically isolated syndrome (CIS) and 34 healthy controls. Disease course was classified as CIS, relapsing-remitting MS or secondary progressive MS (SPMS). We acquired H-1-MRI and Na-23-MRI and calculated the TSC in cortical grey matter (CGM), deep grey matter, normal-appearing white matter (WM) and WM lesions. Multivariable linear regression was used to identify independent associations of tissue-specific TSC with physical disability and cognition, with adjustment for tissue volumes. Results TSC in all tissues was higher in patients with MS compared with healthy controls and patients who remained CIS, with differences driven by patients with SPMS. Higher CGM TSC was independently associated with Expanded Disability Status Scale (R-2=0.26), timed 25-foot walk test (R-2=0.23), 9-hole peg test (R-2=0.23), Paced Auditory Serial Addition Test (R-2=0.29), Symbol Digit Modalities Test (R-2=0.31) and executive function (R-2=0.36) test scores, independent of grey matter atrophy. Conclusions Sodium accumulation in CGM reflects underlying neuroaxonal metabolic abnormalities relevant to disease course heterogeneity and disability in relapse-onset MS. TSC and should be considered as an outcome measure in future neuroprotection trials.
引用
收藏
页码:755 / 760
页数:6
相关论文
共 34 条
[1]  
[Anonymous], 1982, National Adult Reading Test (NART) Test Manual
[2]   Axonal protection using flecainide in experimental autoimmune encephalomyelitis [J].
Bechtold, DA ;
Kapoor, R ;
Smith, KJ .
ANNALS OF NEUROLOGY, 2004, 55 (05) :607-616
[3]   Association of asymptomatic spinal cord lesions and atrophy with disability 5 years after a clinically isolated syndrome [J].
Brownlee, W. J. ;
Altmann, D. R. ;
Da Mota, P. Alves ;
Swanton, J. K. ;
Miszkiel, K. A. ;
Wheeler-Kingshott, C. A. M. Gandini ;
Ciccarelli, O. ;
Miller, D. H. .
MULTIPLE SCLEROSIS JOURNAL, 2017, 23 (05) :665-674
[4]  
Burgess P. W., 1997, HAYLING BRIXTON TEST
[5]   Cortical lesion load associates with progression of disability in multiple sclerosis [J].
Calabrese, Massimiliano ;
Poretto, Valentina ;
Favaretto, Alice ;
Alessio, Sara ;
Bernardi, Valentina ;
Romualdi, Chiara ;
Rinaldi, Francesca ;
Perini, Paola ;
Gallo, Paolo .
BRAIN, 2012, 135 :2952-2961
[6]   Scale Factor Point Spread Function Matching: Beyond Aliasing in Image Resampling [J].
Cardoso, M. Jorge ;
Modat, Marc ;
Vercauteren, Tom ;
Ourselin, Sebastien .
MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2015, PT II, 2015, 9350 :675-683
[7]   Geodesic Information Flows: Spatially-Variant Graphs and Their Application to Segmentation and Fusion [J].
Cardoso, M. Jorge ;
Modat, Marc ;
Wolz, Robin ;
Melbourne, Andrew ;
Cash, David ;
Rueckert, Daniel ;
Ourselin, Sebastien .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2015, 34 (09) :1976-1988
[8]  
Coughlan A., 1985, ADULT MEMORY INFORM
[9]   Molecular changes in neurons in multiple sclerosis:: Altered axonal expression of Nav1.2 and Nav1.6 sodium channels and Na+/Ca2+ exchanger [J].
Craner, MJ ;
Newcombe, J ;
Black, JA ;
Hartle, C ;
Cuzner, ML ;
Waxman, SG .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (21) :8168-8173
[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