Skip to main content
AAN.com
Articles
November 21, 2012

Serial proton MR spectroscopy of gray and white matter in relapsing-remitting MS

January 1, 2013 issue
80 (1) 39-46

ABSTRACT

Objective:

To characterize and follow the diffuse gray and white matter (GM/WM) metabolic abnormalities in early relapsing-remitting multiple sclerosis using proton magnetic resonance spectroscopic imaging (1H-MRSI).

Methods:

Eighteen recently diagnosed, mildly disabled patients (mean baseline time from diagnosis 32 months, mean Expanded Disability Status Scale [EDSS] score 1.3), all on immunomodulatory medication, were scanned semiannually for 3 years with T1-weighted and T2-weighted MRI and 3D 1H-MRSI at 3 T. Ten sex- and age-matched controls were followed annually. Global absolute concentrations of N-acetylaspartate (NAA), choline (Cho), creatine (Cr), and myo-inositol (mI) were obtained for all GM and WM in the 360 cm3 1H-MRSI volume of interest.

Results:

Patients' average WM Cr, Cho, and mI concentrations (over all time points), 5.3 ± 0.4, 1.6 ± 0.1, and 5.1 ± 0.7 mM, were 8%, 12%, and 11% higher than controls' (p ≤ 0.01), while their WM NAA, 7.4 ± 0.7 mM, was 6% lower (p = 0.07). There were increases with time of patients' WM Cr: 0.1 mM/year, Cho: 0.02 mM/year, and NAA: 0.1 mM/year (all p < 0.05). None of the patients' metabolic concentrations correlated with their EDSS score, relapse rate, GM/WM/CSF fractions, or lesion volume.

Conclusions:

Diffuse WM glial abnormalities were larger in magnitude than the axonal abnormalities and increased over time independently of conventional clinical or imaging metrics and despite immunomodulatory treatment. In contrast, the axonal abnormalities showed partial recovery, suggesting that patients' lower WM NAA levels represented a dysfunction, which may abate with treatment. Absence of detectable diffuse changes in GM suggests that injury there is minimal, focal, or heterogeneous between cortex and deep GM nuclei.

Get full access to this article

View all available purchase options and get full access to this article.

Supplementary Material

File (appendix_e-1.pdf)
File (wnl204546.pdf)

STUDY FUNDING

This work was supported by NIH grants EB01015, NS29029, and NS050520. Dr. Tal is also supported by the Human Frontiers Science Project.

REFERENCES

1.
Filippi M, Rocca MA, De Stefano N, et al. Magnetic resonance techniques in multiple sclerosis: the present and the future. Arch Neurol 2011;68:1514–1520.
2.
Sajja BR, Wolinsky JS, Narayana PA. Proton magnetic resonance spectroscopy in multiple sclerosis. Neuroimaging Clin N Am 2009;19:45–58.
3.
Miller DH, Thompson AJ, Filippi M. Magnetic resonance studies of abnormalities in the normal appearing white matter and grey matter in multiple sclerosis. J Neurol 2003;250:1407–1419.
4.
Filippi M, Rocca MA, Barkhof F, et al. Association between pathological and MRI findings in multiple sclerosis. Lancet Neurol 2012;11:349–360.
5.
Tal A, Kirov II, Grossman RI, Gonen O. The role of gray and white matter segmentation in quantitative proton MR spectroscopic imaging. NMR Biomed 2012;25:1392–1400.
6.
Kirov II, Patil V, Babb JS, Rusinek H, Herbert J, Gonen O. MR spectroscopy indicates diffuse multiple sclerosis activity during remission. J Neurol Neurosurg Psychiatry 2009;80:1330–1336.
7.
Poser CM, Paty DW, Scheinberg L, et al. New diagnostic criteria for multiple sclerosis: guidelines for research protocols. Ann Neurol 1983;13:227–231.
8.
Kreis R, Slotboom J, Hofmann L, Boesch C. Integrated data acquisition and processing to determine metabolite contents, relaxation times, and macromolecule baseline in single examinations of individual subjects. Magn Reson Med 2005;54:761–768.
9.
Vrenken H, Barkhof F, Uitdehaag BM, Castelijns JA, Polman CH, Pouwels PJ. MR spectroscopic evidence for glial increase but not for neuro-axonal damage in MS normal-appearing white matter. Magn Reson Med 2005;53:256–266.
10.
Aboul-Enein F, Krssak M, Hoftberger R, Prayer D, Kristoferitsch W. Reduced NAA-levels in the NAWM of patients with MS is a feature of progression: a study with quantitative magnetic resonance spectroscopy at 3 Tesla. PLoS One 2010;5:e11625.
11.
He J, Inglese M, Li BS, Babb JS, Grossman RI, Gonen O. Relapsing-remitting multiple sclerosis: metabolic abnormality in nonenhancing lesions and normal-appearing white matter at MR imaging: initial experience. Radiology 2005;234:211–217.
12.
Inglese M, Li BS, Rusinek H, Babb JS, Grossman RI, Gonen O. Diffusely elevated cerebral choline and creatine in relapsing-remitting multiple sclerosis. Magn Reson Med 2003;50:190–195.
13.
Caramanos Z, DiMaio S, Narayanan S, Lapierre Y, Arnold DL. (1)H-MRSI evidence for cortical gray matter pathology that is independent of cerebral white matter lesion load in patients with secondary progressive multiple sclerosis. J Neurol Sci 2009;282:72–79.
14.
Van Au Duong M, Audoin B, Le Fur Y, et al. Relationships between gray matter metabolic abnormalities and white matter inflammation in patients at the very early stage of MS: a MRSI study. J Neurol 2007;254:914–923.
15.
Geurts JJ, Reuling IE, Vrenken H, et al. MR spectroscopic evidence for thalamic and hippocampal, but not cortical, damage in multiple sclerosis. Magn Reson Med 2006;55:478–483.
16.
Zaaraoui W, Reuter F, Rico A, et al. Occurrence of neuronal dysfunction during the first 5 years of multiple sclerosis is associated with cognitive deterioration. J Neurol 2011;258:811–819.
17.
Bellmann-Strobl J, Stiepani H, Wuerfel J, et al. MR spectroscopy (MRS) and magnetisation transfer imaging (MTI), lesion load and clinical scores in early relapsing remitting multiple sclerosis: a combined cross-sectional and longitudinal study. Eur Radiol 2009;19:2066–2074.
18.
Tiberio M, Chard DT, Altmann DR, et al. Metabolite changes in early relapsing-remitting multiple sclerosis. A two year follow-up study. J Neurol 2006;253:224–230.
19.
Narayanan S, De Stefano N, Francis GS, et al. Axonal metabolic recovery in multiple sclerosis patients treated with interferon beta-1b. J Neurol 2001;248:979–986.
20.
Khan O, Shen Y, Bao F, et al. Long-term study of brain 1H-MRS study in multiple sclerosis: effect of glatiramer acetate therapy on axonal metabolic function and feasibility of long-term H-MRS monitoring in multiple sclerosis. J Neuroimaging 2008;18:314–319.
21.
Urenjak J, Williams SR, Gadian DG, Noble M. Proton nuclear magnetic resonance spectroscopy unambiguously identifies different neural cell types. J Neurosci 1993;13:981–989.
22.
Moffett JR, Namboodiri MA, Neale JH. Enhanced carbodiimide fixation for immunohistochemistry: application to the comparative distributions of N-acetylaspartylglutamate and N-acetylaspartate immunoreactivities in rat brain. J Histochem Cytochem 1993;41:559–570.
23.
Cambron M, D'Haeseleer M, Laureys G, Clinckers R, Debruyne J, De Keyser J. White-matter astrocytes, axonal energy metabolism, and axonal degeneration in multiple sclerosis. J Cereb Blood Flow Metab 2012;32:413–424.
24.
Hattingen E, Magerkurth J, Pilatus U, Hubers A, Wahl M, Ziemann U. Combined (1)H and (31)P spectroscopy provides new insights into the pathobiochemistry of brain damage in multiple sclerosis. NMR Biomed 2011;24:536–546.
25.
Allen IV, McKeown SR. A histological, histochemical and biochemical study of the macroscopically normal white matter in multiple sclerosis. J Neurol Sci 1979;41:81–91.
26.
Griffin JL, Bollard M, Nicholson JK, Bhakoo K. Spectral profiles of cultured neuronal and glial cells derived from HRMAS (1)H NMR spectroscopy. NMR Biomed 2002;15:375–384.
27.
Bakshi R, Thompson AJ, Rocca MA, et al. MRI in multiple sclerosis: current status and future prospects. Lancet Neurol 2008;7:615–625.
28.
Bitsch A, Bruhn H, Vougioukas V, et al. Inflammatory CNS demyelination: histopathologic correlation with in vivo quantitative proton MR spectroscopy. AJNR Am J Neuroradiol 1999;20:1619–1627.
29.
Paling D, Golay X, Wheeler-Kingshott C, Kapoor R, Miller D. Energy failure in multiple sclerosis and its investigation using MR techniques. J Neurol 2011;258:2113–2127.
30.
Lassmann H, van Horssen J. The molecular basis of neurodegeneration in multiple sclerosis. FEBS Lett 2011;585:3715–3723.
31.
Nikic I, Merkler D, Sorbara C, et al. A reversible form of axon damage in experimental autoimmune encephalomyelitis and multiple sclerosis. Nat Med 2011;17:495–499.
32.
Simon JH. Brain atrophy in multiple sclerosis: what we know and would like to know. Mult Scler 2006;12:679–687.
33.
Dalton CM, Chard DT, Davies GR, et al. Early development of multiple sclerosis is associated with progressive grey matter atrophy in patients presenting with clinically isolated syndromes. Brain 2004;127:1101–1107.
34.
Calabrese M, Atzori M, Bernardi V, et al. Cortical atrophy is relevant in multiple sclerosis at clinical onset. J Neurol 2007;254:1212–1220.
35.
Audoin B, Davies GR, Finisku L, Chard DT, Thompson AJ, Miller DH. Localization of grey matter atrophy in early RRMS: a longitudinal study. J Neurol 2006;253:1495–1501.
36.
Valsasina P, Benedetti B, Rovaris M, Sormani MP, Comi G, Filippi M. Evidence for progressive gray matter loss in patients with relapsing-remitting MS. Neurology 2005;65:1126–1128.
37.
Ceccarelli A, Rocca MA, Pagani E, et al. A voxel-based morphometry study of grey matter loss in MS patients with different clinical phenotypes. Neuroimage 2008;42:315–322.
38.
Chard DT, Jackson JS, Miller DH, Wheeler-Kingshott CA. Reducing the impact of white matter lesions on automated measures of brain gray and white matter volumes. J Magn Reson Imaging 2010;32:223–228.

Information & Authors

Information

Published In

Neurology®
Volume 80Number 1January 1, 2013
Pages: 39-46
PubMed: 23175732

Publication History

Received: May 9, 2012
Accepted: August 6, 2012
Published online: November 21, 2012
Published in issue: January 1, 2013

Permissions

Request permissions for this article.

Disclosure

The authors report no disclosures relevant to the manuscript. Go to Neurology.org for full disclosures.

Authors

Affiliations & Disclosures

Ivan I. Kirov, PhD
From the Departments of Radiology (I.I.K., A.T., J.S.B., O.G.) and Neurology (J.H.), New York University School of Medicine, New York, NY.
Disclosure
Scientific Advisory Boards:
1.
NONE
Gifts:
1.
NONE
Funding for Travel or Speaker Honoraria:
1.
NONE
Editorial Boards:
1.
NONE
Patents:
1.
NONE
Publishing Royalties:
1.
NONE
Employment, Commercial Entity:
1.
NONE
Consultancies:
1.
NONE
Speakers' Bureaus:
1.
NONE
Other Activities:
1.
NONE
Clinical Procedures or Imaging Studies:
1.
NONE
Research Support, Commercial Entities:
1.
NONE
Research Support, Government Entities:
1.
(1) NIH Grants EB01015, NS050520, NS29029
Research Support, Academic Entities:
1.
NONE
Research Support, Foundations and Societies:
1.
NONE
Stock/stock Options/board of Directors Compensation:
1.
NONE
License Fee Payments, Technology or Inventions:
1.
NONE
Royalty Payments, Technology or Inventions:
1.
NONE
Stock/stock Options, Research Sponsor:
1.
NONE
Stock/stock Options, Medical Equipment & Materials:
1.
NONE
Legal Proceedings:
1.
NONE
Assaf Tal, PhD
From the Departments of Radiology (I.I.K., A.T., J.S.B., O.G.) and Neurology (J.H.), New York University School of Medicine, New York, NY.
Disclosure
Scientific Advisory Boards:
1.
NONE
Gifts:
1.
NONE
Funding for Travel or Speaker Honoraria:
1.
NONE
Editorial Boards:
1.
NONE
Patents:
1.
NONE
Publishing Royalties:
1.
NONE
Employment, Commercial Entity:
1.
NONE
Consultancies:
1.
NONE
Speakers' Bureaus:
1.
NONE
Other Activities:
1.
NONE
Clinical Procedures or Imaging Studies:
1.
NONE
Research Support, Commercial Entities:
1.
NONE
Research Support, Government Entities:
1.
(1) NIH grant EB01015
Research Support, Academic Entities:
1.
NONE
Research Support, Foundations and Societies:
1.
(1) Human Frontiers Science Foundation's (HSFP's) Postdoctoral Cross-Disciplinary Fellowship (CDF). This has been noted in the manuscript.
Stock/stock Options/board of Directors Compensation:
1.
NONE
License Fee Payments, Technology or Inventions:
1.
NONE
Royalty Payments, Technology or Inventions:
1.
NONE
Stock/stock Options, Research Sponsor:
1.
NONE
Stock/stock Options, Medical Equipment & Materials:
1.
NONE
Legal Proceedings:
1.
NONE
James S. Babb, PhD
From the Departments of Radiology (I.I.K., A.T., J.S.B., O.G.) and Neurology (J.H.), New York University School of Medicine, New York, NY.
Disclosure
Scientific Advisory Boards:
1.
NONE
Gifts:
1.
NONE
Funding for Travel or Speaker Honoraria:
1.
NONE
Editorial Boards:
1.
NONE
Patents:
1.
NONE
Publishing Royalties:
1.
NONE
Employment, Commercial Entity:
1.
NONE
Consultancies:
1.
NONE
Speakers' Bureaus:
1.
NONE
Other Activities:
1.
NONE
Clinical Procedures or Imaging Studies:
1.
NONE
Research Support, Commercial Entities:
1.
NONE
Research Support, Government Entities:
1.
NONE
Research Support, Academic Entities:
1.
NONE
Research Support, Foundations and Societies:
1.
NONE
Stock/stock Options/board of Directors Compensation:
1.
NONE
License Fee Payments, Technology or Inventions:
1.
NONE
Royalty Payments, Technology or Inventions:
1.
NONE
Stock/stock Options, Research Sponsor:
1.
NONE
Stock/stock Options, Medical Equipment & Materials:
1.
NONE
Legal Proceedings:
1.
NONE
Joseph Herbert, MD
From the Departments of Radiology (I.I.K., A.T., J.S.B., O.G.) and Neurology (J.H.), New York University School of Medicine, New York, NY.
Disclosure
Scientific Advisory Boards:
1.
(1) Biogen, (2) Serono, (3) Teva, (4) Bayer
Gifts:
1.
NONE
Funding for Travel or Speaker Honoraria:
1.
(1) Biogen, (2) Serono, (3) Teva, (4) Bayer
Editorial Boards:
1.
NONE
Patents:
1.
NONE
Publishing Royalties:
1.
NONE
Employment, Commercial Entity:
1.
(1) Biogen, (2) Serono, (3) Teva, (4) Bayer
Consultancies:
1.
(1) Biogen, (2) Serono, (3) Teva, (4) Bayer
Speakers' Bureaus:
1.
(1) Serono, (2) Biogen
Other Activities:
1.
NONE
Clinical Procedures or Imaging Studies:
1.
NONE
Research Support, Commercial Entities:
1.
(1) Teva Neuroscience, (2) Novartis, (3) Biogen Idec, (4) BioMS, and (5) INC Research (6) Genzyme
Research Support, Government Entities:
1.
NONE
Research Support, Academic Entities:
1.
(1) NYU Hospital, (2) St Barnabas Hospital
Research Support, Foundations and Societies:
1.
(1) MS Society
Stock/stock Options/board of Directors Compensation:
1.
NONE
License Fee Payments, Technology or Inventions:
1.
NONE
Royalty Payments, Technology or Inventions:
1.
NONE
Stock/stock Options, Research Sponsor:
1.
NONE
Stock/stock Options, Medical Equipment & Materials:
1.
NONE
Legal Proceedings:
1.
NONE
Oded Gonen, PhD
From the Departments of Radiology (I.I.K., A.T., J.S.B., O.G.) and Neurology (J.H.), New York University School of Medicine, New York, NY.
Disclosure
Scientific Advisory Boards:
1.
NONE
Gifts:
1.
NONE
Funding for Travel or Speaker Honoraria:
1.
NONE
Editorial Boards:
1.
(1) American Society of Neuro Radiology (RSNA); (2) Magnetic Resononance Material Physics.(MAGMA)
Patents:
1.
NONE
Publishing Royalties:
1.
NONE
Employment, Commercial Entity:
1.
NONE
Consultancies:
1.
NONE
Speakers' Bureaus:
1.
NONE
Other Activities:
1.
NONE
Clinical Procedures or Imaging Studies:
1.
NONE
Research Support, Commercial Entities:
1.
NONE
Research Support, Government Entities:
1.
(1) NIH Grants: EB01015, NS050520, NS29029 and NS051623
Research Support, Academic Entities:
1.
NONE
Research Support, Foundations and Societies:
1.
NONE
Stock/stock Options/board of Directors Compensation:
1.
NONE
License Fee Payments, Technology or Inventions:
1.
NONE
Royalty Payments, Technology or Inventions:
1.
NONE
Stock/stock Options, Research Sponsor:
1.
NONE
Stock/stock Options, Medical Equipment & Materials:
1.
NONE
Legal Proceedings:
1.
NONE

Notes

Correspondence to Dr. Gonen: [email protected]
Go to Neurology.org for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

Author Contributions

Drafting/revising the manuscript for content: Drs. Kirov, Tal, Babb, Herbert, and Gonen. Study concept or design: Drs. Kirov and Gonen. Analysis or interpretation of data: Drs. Kirov and Gonen. Contribution of vital tools: Drs. Tal and Gonen. Acquisition of data: Dr. Kirov. Statistical analysis: Dr. Babb. Study supervision or coordination: Drs. Kirov and Gonen. Obtaining funding: Dr. Gonen.

Metrics & Citations

Metrics

Citation information is sourced from Crossref Cited-by service.

Citations

Download Citations

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Select your manager software from the list below and click Download.

Cited By
  1. Topographical mapping of metabolic abnormalities in multiple sclerosis using rapid echo-less 3D-MR spectroscopic imaging at 7T, NeuroImage, 308, (121043), (2025).https://doi.org/10.1016/j.neuroimage.2025.121043
    Crossref
  2. Diffuse white matter pathology in multiple sclerosis during treatment with dimethyl fumarate—An observational study of changes in normal-appearing white matter using proton magnetic resonance spectroscopy, PLOS ONE, 19, 10, (e0309547), (2024).https://doi.org/10.1371/journal.pone.0309547
    Crossref
  3. Differentiating multiple sclerosis from cerebral small vessel disease using diffusion tensor imaging and magnetic resonance spectroscopy on normally appearing thalami, Egyptian Journal of Radiology and Nuclear Medicine, 55, 1, (2024).https://doi.org/10.1186/s43055-024-01188-0
    Crossref
  4. Exploring neuroinflammation: A key driver in neuropathic pain disorders, Neuropathic Pain, (311-338), (2024).https://doi.org/10.1016/bs.irn.2024.10.009
    Crossref
  5. Multiparametric magnetic resonance imaging for detection of pathological changes in the central nervous system of a mouse model of multiple sclerosis in vivo, NMR in Biomedicine, 36, 10, (2023).https://doi.org/10.1002/nbm.4964
    Crossref
  6. Magnetic Resonance Spectroscopy Metabolites as Biomarkers of Disease Status in Pediatric Diffuse Intrinsic Pontine Gliomas (DIPG) Treated with Glioma-Associated Antigen Peptide Vaccines, Cancers, 14, 23, (5995), (2022).https://doi.org/10.3390/cancers14235995
    Crossref
  7. Toward In Vivo MRI of the Tissue Proton Exchange Rate in Humans, Biosensors, 12, 10, (815), (2022).https://doi.org/10.3390/bios12100815
    Crossref
  8. Cell‐based experimental strategies for myelin repair in multiple sclerosis, Journal of Neuroscience Research, 101, 1, (86-111), (2022).https://doi.org/10.1002/jnr.25129
    Crossref
  9. An In-vivo 1H-MRS short-echo time technique at 7T: Quantification of metabolites in chronic multiple sclerosis and neuromyelitis optica brain lesions and normal appearing brain tissue, NeuroImage, 238, (118225), (2021).https://doi.org/10.1016/j.neuroimage.2021.118225
    Crossref
  10. Neuroimaging Correlates of Cognitive Dysfunction in Adults with Multiple Sclerosis, Brain Sciences, 11, 3, (346), (2021).https://doi.org/10.3390/brainsci11030346
    Crossref
  11. See more
Loading...

View Options

Login options

Check if you have access through your login credentials or your institution to get full access on this article.

Personal login Institutional Login
Purchase Options

The neurology.org payment platform is currently offline. Our technical team is working as quickly as possible to restore service.

If you need immediate support or to place an order, please call or email customer service:

  • 1-800-638-3030 for U.S. customers - 8:30 - 7 pm ET (M-F)
  • 1-301-223-2300 for customers outside the U.S. - 8:30 - 7 pm ET (M-F)
  • [email protected]

We appreciate your patience during this time and apologize for any inconvenience.

View options

PDF and All Supplements

Download PDF and Supplementary Material

Full Text

View Full Text

Full Text HTML

View Full Text HTML

Figures

Tables

Media

Share

Share

Share article link

Share