Brain, Vol. 125, No. 10, 2342-2352,
October 2002
© 2002 Oxford University Press
Brain metabolite changes in cortical grey and normal-appearing white matter in clinically early relapsingremitting multiple sclerosis
1 NMR Research Unit, Institute of Neurology, University College London, London, 2 MRI Unit, National Society for Epilepsy, Chalfont St Peter, UK and 3 Department of Neurology, Karl-Franzens University, Graz, Austria
Correspondence to: Professor D. H. Miller, NMR Research Unit, Institute of Neurology, Queen Square, London WC1N 3BG, UK E-mail: d.miller{at}ion.ucl.ac.uk
While much work has concentrated on focal white matter (WM) lesions in multiple sclerosis, there is growing evidence to suggest that normal-appearing WM (NAWM) and grey matter (GM) are also involved in the disease process. This study investigated multiple sclerosis disease effects on NAWM and cortical GM (CGM) metabolite concentrations, and the relationships between these metabolite concentrations and clinical impairment. Proton magnetic resonance spectroscopic imaging (1H-MRSI) data acquired using point resolved spectroscopic (PRESS) localization (echo time 30 ms, repetition time 3000 ms, nominal voxel volume 2.3 ml) from 27 relapsingremitting multiple sclerosis and 29 normal control (NC) subjects were processed using LCModel to estimate metabolite concentrations in millimoles per litre. 1H-MRSI voxel tissue contents were estimated using SPM99 tissue and semi-automatic lesion segmentations of three-dimensional fast spoiled gradient recall scans acquired during the same scanning session. NAWM and CGM metabolite concentrations estimated were: choline-containing compounds (Cho); creatine and phosphocreatine (Cr); myo-inositol (Ins); N-acetyl-aspartate plus N-acetyl-aspartyl-glutamate (tNAA); and glutamate plus glutamine (Glx). CGM data came from 24 of the multiple sclerosis (mean age 35.2 years, mean disease duration 1.7 years) and 25 of the NC (mean age 34.9 years) subjects. NAWM data came from 25 of the multiple sclerosis (mean age 35.0 years, mean disease duration 1.7 years) and 28 of the NC (mean age 36.7 years) subjects. Metabolite concentrations were compared between multiple sclerosis and NC subjects using multiple (linear) regression models allowing for age, gender, 1H-MRSI voxel tissue and CSF contents, and brain parenchymal volume. At a significance level of P < 0.05, CGM Cho, CGM and NAWM tNAA, and CGM Glx were all significantly reduced, and NAWM Ins was significantly elevated. Spearman correlations of multiple sclerosis functional composite scores with tissue metabolite concentrations were significant for the following: CGM Cr (rs = 0.524, P = 0.009), CGM Glx (rs = 0.580, P = 0.003) and NAWM Ins (rs = 0.559, P = 0.004). These results indicate that metabolite changes in NAWM and CGM can be detected early in the clinical course of multiple sclerosis, and that some of these changes relate to clinical status. The correlation of clinical impairment with CGM Cr and Glx but not tNAA suggests that it is more closely associated with neuronal metabolic dysfunction rather than loss in clinically early relapsingremitting multiple sclerosis. The correlation of clinical impairment with a raised NAWM Ins may indicate that glial proliferation also relates to function at this stage of the disease.
![]()
CiteULike
Connotea
Del.icio.us What's this?
This article has been cited by other articles:
![]() |
I I Kirov, V Patil, J S Babb, H Rusinek, J Herbert, and O Gonen MR spectroscopy indicates diffuse multiple sclerosis activity during remission J. Neurol. Neurosurg. Psychiatry, December 1, 2009; 80(12): 1330 - 1336. [Abstract] [Full Text] [PDF] |
||||
![]() |
E. A. Yeh, B. Weinstock-Guttman, M. Ramanathan, D. P. Ramasamy, L. Willis, J. L. Cox, and R. Zivadinov Magnetic resonance imaging characteristics of children and adults with paediatric-onset multiple sclerosis Brain, November 5, 2009; (2009) awp278v1. [Abstract] [Full Text] [PDF] |
||||
![]() |
B Benedetti, M Rovaris, M. Rocca, D Caputo, M Zaffaroni, R Capra, A Bertolotto, V Martinelli, G Comi, and M Filippi In-vivo evidence for stable neuroaxonal damage in the brain of patients with benign multiple sclerosis Multiple Sclerosis, July 1, 2009; 15(7): 789 - 794. [Abstract] [PDF] |
||||
![]() |
B Holst, S Siemonsen, J Finsterbusch, M Bester, S Schippling, R Martin, and J Fiehler T2' imaging indicates decreased tissue metabolism in frontal white matter of MS patients Multiple Sclerosis, June 1, 2009; 15(6): 701 - 707. [Abstract] [PDF] |
||||
![]() |
M Calabrese, M Filippi, M Rovaris, V Bernardi, M Atzori, I Mattisi, A Favaretto, P Grossi, L Barachino, L Rinaldi, et al. Evidence for relative cortical sparing in benign multiple sclerosis: a longitudinal magnetic resonance imaging study Multiple Sclerosis, January 1, 2009; 15(1): 36 - 41. [Abstract] [PDF] |
||||
![]() |
M Summers, J Swanton, K Fernando, C Dalton, D H Miller, L Cipolotti, and M A Ron Cognitive impairment in multiple sclerosis can be predicted by imaging early in the disease J. Neurol. Neurosurg. Psychiatry, August 1, 2008; 79(8): 955 - 958. [Abstract] [Full Text] [PDF] |
||||
![]() |
M Rovaris, E Judica, A Ceccarelli, A Ghezzi, V Martinelli, G Comi, and M Filippi Absence of diffuse cervical cord tissue damage in early, non-disabling relapsing-remitting MS: a preliminary study Multiple Sclerosis, July 1, 2008; 14(6): 853 - 856. [Abstract] [PDF] |
||||
![]() |
S. Mesaros, M. A. Rocca, M. Absinta, A. Ghezzi, N. Milani, L. Moiola, P. Veggiotti, G. Comi, and M. Filippi Evidence of thalamic gray matter loss in pediatric multiple sclerosis Neurology, March 25, 2008; 70(13_Part_2): 1107 - 1112. [Abstract] [Full Text] [PDF] |
||||
![]() |
N. De Stefano, M. Filippi, D. Miller, P. J. Pouwels, A. Rovira, A. Gass, C. Enzinger, P. M. Matthews, and D. L. Arnold Guidelines for using proton MR spectroscopy in multicenter clinical MS studies Neurology, November 13, 2007; 69(20): 1942 - 1952. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. Nelson, A.H. Poonawalla, P. Hou, F. Huang, J.S. Wolinsky, and P.A. Narayana Improved Identification of Intracortical Lesions in Multiple Sclerosis with Phase-Sensitive Inversion Recovery in Combination with Fast Double Inversion Recovery MR Imaging AJNR Am. J. Neuroradiol., October 1, 2007; 28(9): 1645 - 1649. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Calabrese, N. De Stefano, M. Atzori, V. Bernardi, I. Mattisi, L. Barachino, A. Morra, L. Rinaldi, C. Romualdi, P. Perini, et al. Detection of Cortical Inflammatory Lesions by Double Inversion Recovery Magnetic Resonance Imaging in Patients With Multiple Sclerosis Arch Neurol, October 1, 2007; 64(10): 1416 - 1422. [Abstract] [Full Text] [PDF] |
||||
![]() |
M.P. Wattjes, M. Harzheim, G.G. Lutterbey, L. Klotz, H.H. Schild, and F. Traber Axonal Damage But No Increased Glial Cell Activity in the Normal-Appearing White Matter of Patients with Clinically Isolated Syndromes Suggestive of Multiple Sclerosis Using High-Field Magnetic Resonance Spectroscopy AJNR Am. J. Neuroradiol., September 1, 2007; 28(8): 1517 - 1522. [Abstract] [Full Text] [PDF] |
||||
![]() |
M.C. Gustafsson, O. Dahlqvist, J. Jaworski, P. Lundberg, and A.-M.E. Landtblom Low Choline Concentrations in Normal-Appearing White Matter of Patients with Multiple Sclerosis and Normal MR Imaging Brain Scans AJNR Am. J. Neuroradiol., August 1, 2007; 28(7): 1306 - 1312. [Abstract] [Full Text] [PDF] |
||||
![]() |
O. Ciccarelli, C.A. Wheeler-Kingshott, M.A. McLean, M. Cercignani, K. Wimpey, D.H. Miller, and A.J. Thompson Spinal cord spectroscopy and diffusion-based tractography to assess acute disability in multiple sclerosis Brain, August 1, 2007; 130(8): 2220 - 2231. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. Pulizzi, M. Rovaris, E. Judica, M. P. Sormani, V. Martinelli, G. Comi, and M. Filippi Determinants of Disability in Multiple Sclerosis at Various Disease Stages: A Multiparametric Magnetic Resonance Study Arch Neurol, August 1, 2007; 64(8): 1163 - 1168. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. P. Lisak Neurodegeneration in multiple sclerosis: Defining the problem Neurology, May 29, 2007; 68(22_suppl_3): S5 - S12. [Abstract] [Full Text] [PDF] |
||||
![]() |
G R Davies, A Hadjiprocopis, D R Altmann, D T Chard, C M Griffin, W Rashid, G J Parker, P S Tofts, R Kapoor, A J Thompson, et al. Normal-appearing grey and white matter T1 abnormality in early relapsing-remitting multiple sclerosis: a longitudinal study Multiple Sclerosis, March 1, 2007; 13(2): 169 - 177. [Abstract] [PDF] |
||||
![]() |
I. Pirko, C. F. Lucchinetti, S. Sriram, and R. Bakshi Gray matter involvement in multiple sclerosis Neurology, February 27, 2007; 68(9): 634 - 642. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Inglese, S.-J. Park, G. Johnson, J. S. Babb, L. Miles, H. Jaggi, J. Herbert, and R. I. Grossman Deep Gray Matter Perfusion in Multiple Sclerosis: Dynamic Susceptibility Contrast Perfusion Magnetic Resonance Imaging at 3 T Arch Neurol, February 1, 2007; 64(2): 196 - 202. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. Bagnato, J.A. Butman, S. Gupta, M. Calabrese, L. Pezawas, J.M. Ohayon, F. Tovar-Moll, M. Riva, M.M. Cao, S.L. Talagala, et al. In Vivo Detection of Cortical Plaques by MR Imaging in Patients with Multiple Sclerosis AJNR Am. J. Neuroradiol., November 1, 2006; 27(10): 2161 - 2167. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. Wegner, M. M. Esiri, S. A. Chance, J. Palace, and P. M. Matthews Neocortical neuronal, synaptic, and glial loss in multiple sclerosis. Neurology, September 26, 2006; 67(6): 960 - 967. [Abstract] [Full Text] [PDF] |
||||
![]() |
H. Vrenken, J. J. G. Geurts, D. L. Knol, L. N. van Dijk, V. Dattola, B. Jasperse, R. A. van Schijndel, C. H. Polman, J. A. Castelijns, F. Barkhof, et al. Whole-Brain T1 Mapping in Multiple Sclerosis: Global Changes of Normal-appearing Gray and White Matter Radiology, September 1, 2006; 240(3): 811 - 820. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. Sepulcre, J. Sastre-Garriga, M. Cercignani, G. T. Ingle, D. H. Miller, and A. J. Thompson Regional Gray Matter Atrophy in Early Primary Progressive Multiple Sclerosis: A Voxel-Based Morphometry Study. Arch Neurol, August 1, 2006; 63(8): 1175 - 1180. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. Oreja-Guevara, A. Charil, D. Caputo, R. Cavarretta, M. P. Sormani, and M. Filippi Magnetization transfer magnetic resonance imaging and clinical changes in patients with relapsing-remitting multiple sclerosis. Arch Neurol, May 1, 2006; 63(5): 736 - 740. [Abstract] [Full Text] [PDF] |
||||
![]() |
E. M. Frohman, E. Havrdova, F. Lublin, F. Barkhof, A. Achiron, M. K. Sharief, O. Stuve, M. K. Racke, L. Steinman, H. Weiner, et al. Most patients with multiple sclerosis or a clinically isolated demyelinating syndrome should be treated at the time of diagnosis. Arch Neurol, April 1, 2006; 63(4): 614 - 619. [Full Text] [PDF] |
||||
![]() |
L Ramio-Torrenta, J Sastre-Garriga, G T Ingle, G R Davies, V Ameen, D H Miller, and A J Thompson Abnormalities in normal appearing tissues in early primary progressive multiple sclerosis and their relation to disability: a tissue specific magnetisation transfer study J. Neurol. Neurosurg. Psychiatry, January 1, 2006; 77(1): 40 - 45. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. P. Gilmore, G. C. DeLuca, L. Bo, T. Owens, J. Lowe, M. M. Esiri, and N. Evangelou Spinal Cord Atrophy in Multiple Sclerosis Caused by White Matter Volume Loss Arch Neurol, December 1, 2005; 62(12): 1859 - 1862. [Abstract] [Full Text] [PDF] |
||||
![]() |
Z. Caramanos, S. Narayanan, and D. L. Arnold 1H-MRS quantification of tNA and tCr in patients with multiple sclerosis: a meta-analytic review Brain, November 1, 2005; 128(11): 2483 - 2506. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Rovaris, A. Gallo, A. Falini, B. Benedetti, P. Rossi, M. Comola, G. Scotti, G. Comi, and M. Filippi Axonal Injury and Overall Tissue Loss Are Not Related in Primary Progressive Multiple Sclerosis Arch Neurol, June 1, 2005; 62(6): 898 - 902. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. Gallo, M. Rovaris, R. Riva, A. Ghezzi, B. Benedetti, V. Martinelli, A. Falini, G. Comi, and M. Filippi Diffusion-Tensor Magnetic Resonance Imaging Detects Normal-Appearing White Matter Damage Unrelated to Short-term Disease Activity in Patients at the Earliest Clinical Stage of Multiple Sclerosis Arch Neurol, May 1, 2005; 62(5): 803 - 808. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. Srinivasan, N. Sailasuta, R. Hurd, S. Nelson, and D. Pelletier Evidence of elevated glutamate in multiple sclerosis using magnetic resonance spectroscopy at 3 T Brain, May 1, 2005; 128(5): 1016 - 1025. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. Sastre-Garriga, G. T. Ingle, D. T. Chard, Li. Ramio-Torrenta, M. A. McLean, D. H. Miller, and A. J. Thompson Metabolite Changes in Normal-Appearing Gray and White Matter Are Linked With Disability in Early Primary Progressive Multiple Sclerosis Arch Neurol, April 1, 2005; 62(4): 569 - 573. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. Oreja-Guevara, M. Rovaris, G. Iannucci, P. Valsasina, D. Caputo, R. Cavarretta, M. P. Sormani, P. Ferrante, G. Comi, and M. Filippi Progressive Gray Matter Damage in Patients With Relapsing-Remitting Multiple Sclerosis: A Longitudinal Diffusion Tensor Magnetic Resonance Imaging Study Arch Neurol, April 1, 2005; 62(4): 578 - 584. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Tiberio, D. T. Chard, D. R. Altmann, G. Davies, C. M. Griffin, W. Rashid, J. Sastre-Garriga, A. J. Thompson, and D. H. Miller Gray and white matter volume changes in early RRMS: A 2-year longitudinal study Neurology, March 22, 2005; 64(6): 1001 - 1007. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. J. G. Geurts, L. Bo, P. J. W. Pouwels, J. A. Castelijns, C. H. Polman, and F. Barkhof Cortical Lesions in Multiple Sclerosis: Combined Postmortem MR Imaging and Histopathology AJNR Am. J. Neuroradiol., March 1, 2005; 26(3): 572 - 577. [Abstract] [Full Text] [PDF] |
||||
![]() |
F. M. Boneschi, M. Rovaris, G. Comi, and M. Filippi The use of magnetic resonance imaging in multiple sclerosis: lessons learned from clinical trials Multiple Sclerosis, August 1, 2004; 10(4): 341 - 347. [Abstract] [PDF] |
||||
![]() |
G R Davies, L Ramio-Torrenta, A Hadjiprocopis, D T Chard, C M B Griffin, W Rashid, G J Barker, R Kapoor, A J Thompson, and D H Miller Evidence for grey matter MTR abnormality in minimally disabled patients with early relapsing-remitting multiple sclerosis J. Neurol. Neurosurg. Psychiatry, July 1, 2004; 75(7): 998 - 1002. [Abstract] [Full Text] [PDF] |
||||
![]() |
K. T. M. Fernando, M. A. McLean, D. T. Chard, D. G. MacManus, C. M. Dalton, K. A. Miszkiel, R. M. Gordon, G. T. Plant, A. J. Thompson, and D. H. Miller Elevated white matter myo-inositol in clinically isolated syndromes suggestive of multiple sclerosis Brain, June 1, 2004; 127(6): 1361 - 1369. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. C. Tartaglia, S. Narayanan, S. J. Francis, A. C. Santos, N. De Stefano, Y. Lapierre, and D. L. Arnold The Relationship Between Diffuse Axonal Damage and Fatigue in Multiple Sclerosis Arch Neurol, February 1, 2004; 61(2): 201 - 207. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Gadea, M. C. Martinez-Bisbal, L. Marti-Bonmati, R. Espert, B. Casanova, F. Coret, and B. Celda Spectroscopic axonal damage of the right locus coeruleus relates to selective attention impairment in early stage relapsing-remitting multiple sclerosis Brain, January 1, 2004; 127(1): 89 - 98. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. Malmestrom, S. Haghighi, L. Rosengren, O. Andersen, and J. Lycke Neurofilament light protein and glial fibrillary acidic protein as biological markers in MS Neurology, December 23, 2003; 61(12): 1720 - 1725. [Abstract] [Full Text] [PDF] |
||||
![]() |
J P Ranjeva, J Pelletier, S Confort-Gouny, D Ibarrola, B Audoin, Y Le Fur, P Viout, A A. Cherif, and P J Cozzone MRI/MRS of corpus callosum in patients with clinically isolated syndrome suggestive of multiple sclerosis Multiple Sclerosis, December 1, 2003; 9(6): 554 - 565. [Abstract] [PDF] |
||||
![]() |
A Traboulsee, J Dehmeshki, K. R Peters, C M Griffin, P A Brex, N Silver, O Ciccarrelli, D T Chard, G J Barker, A J Thompson, et al. Disability in multiple sclerosis is related to normal appearing brain tissue MTR histogram abnormalities Multiple Sclerosis, December 1, 2003; 9(6): 566 - 573. [Abstract] [PDF] |
||||
![]() |
E. Adalsteinsson, A. Langer-Gould, R. J. Homer, A. Rao, E. V. Sullivan, C. A. Lima, A. Pfefferbaum, and S. W. Atlas Gray Matter N-Acetyl Aspartate Deficits in Secondary Progressive but Not Relapsing-Remitting Multiple Sclerosis AJNR Am. J. Neuroradiol., November 1, 2003; 24(10): 1941 - 1945. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Sailer, B. Fischl, D. Salat, C. Tempelmann, M. A. Schonfeld, E. Busa, N. Bodammer, H.-J. Heinze, and A. Dale Focal thinning of the cerebral cortex in multiple sclerosis Brain, August 1, 2003; 126(8): 1734 - 1744. [Abstract] [Full Text] [PDF] |
||||
![]() |
Abstracts Multiple Sclerosis, July 1, 2003; 9(4_suppl): S1 - S153. [PDF] |
||||






