TY - JOUR
T1 - NAA is a marker of disability in secondary-progressive MS
T2 - A proton MR spectroscopic imaging study
AU - Solanky, B. S.
AU - John, N. A.
AU - DeAngelis, F.
AU - Stutters, J.
AU - Prados, F.
AU - Schneider, T.
AU - Parker, R. A.
AU - Weir, C. J.
AU - Monteverdi, A.
AU - Plantone, D.
AU - Doshi, A.
AU - MacManus, D.
AU - Marshall, I.
AU - Barkhof, F.
AU - Gandini Wheeler-Kingshott, C. A.M.
AU - Chataway, J.
AU - for the MS-SMART Investigators
N1 - Funding Information:
This work was funded by the Efficacy and Mechanism Evaluation program as project number 11/30/11. MS-SMART is an investigator-led project sponsored by University College London. This independent research is awarded by and funded by the Medical Research Council, the UK MS Society, and the National MS Society and is managed by the National Institute for Health Research on behalf of the Medical Research Council-National Institute for Health partnership. Additional support comes from the University of Edinburgh; the National Institute for Health Research University College London Hospitals Biomedical Research Center and University College London; and the National Institute for Health Research Leeds Clinical Research Facility (Dental Translational and Clinical Research Unit).
Funding Information:
C.J.W. and R.A.P. were supported in this work by National Health Service Lothian via the Edinburgh Clinical Trials Unit.
Funding Information:
ABBREVIATIONS: CSI = chemical shift imaging; EDSS = Expanded Disability Status Scale; 9HPT = Nine-Hole Peg Test; IPS = information processing speed; NAWM = normal-appearing white matter; PASAT3 = Paced Auditory Serial Addition Test (3-second); PPMS = primary-progressive MS; SDMT = Symbol Digit Modalities Test; SPMS = secondary-progressive MS; T25-FW = Timed 25-foot Walk; tCho = total Cho; tCr = total Cr; tNAA = total NAA; WML = white matter lesions; PMS = Progressive forms of MS This work was funded by the Efficacy and Mechanism Evaluation program as project number 11/30/11. MS-SMART is an investigator-led project sponsored by University College London. This independent research is awarded by and funded by the Medical Research Council, the UK MS Society, and the National MS Society and is managed by the National Institute for Health Research on behalf of the Medical Research Council–National Institute for Health partnership. Additional support comes from the University of Edinburgh; the National Institute for Health Research University College London Hospitals Biomedical Research Center and University College London; and the National Institute for Health Research Leeds Clinical Research Facility (Dental Translational and Clinical Research Unit).
Funding Information:
Disclosures: Bhavana S. Solanky—RELATED: Grant: Efficacy and Mechanism Evaluation, Comments: funding reference number 11/30/11*; UNRELATED: Employment: University College London; Grants/Grants Pending: Wings for Life.* Nevin A. John—RELATED: Grant: Efficacy and Mechanism Evaluation, Comments: funding reference number 11/30/11.* Jonathan Stutters—RELATED: Grant: Efficacy and Mechanism Evaluation, Comments: funding reference number 11/30/11.* Ferran Prados—RELATED: Grant: Guarantors of Brain, Comments: nonclinical Guarantors of Brain fellowship; UNRELATED: Employment: University College London. Torben Schneider—UNRELATED: Employment: employee at Philips Healthcare, Comments: During the time of the study, I was employed by Philips Healthcare; Patents (Planned, Pending or Issued): patents with Philips Healthcare. Richard A. Parker— RELATED: Grant: Efficacy and Mechanism Evaluation, Comments: funding reference number 11/30/11.* Other: National Health Service Lothian, Comments: support for the salary of Dr Parker via the Edinburgh Clinical Trials Unit.* Christopher J. Weir— RELATED: Grant: Efficacy and Mechanism Evaluation, Comments: funding reference number 11/30/11*; Other: National Health Service Lothian, Comments: support for the salary of Professor Weir via the Edinburgh Clinical Trials Unit.* Anita Monteverdi— RELATED: Grant: Efficacy and Mechanism Evaluation, Comments: funding reference number 11/30/11.* Anisha Doshi—RELATED: Grant: Efficacy and Mechanism Evaluation, Comments: funding reference number 11/30/11*; UNRELATED: Employment: Queen Square MS Center Institute for Neurology. David MacManus—RELATED: Grant: Efficacy and Mechanism Evaluation, Comments: funding reference number 11/30/11.* Frederik Barkhof—UNRELATED: Board Membership: Roche, Biogen, Bayer AG, Merck, Comments: Steering committee and Independent data monitoring committee membership; Consultancy: IXICO; Grants/Grants Pending: European Union–Internal Market Information System.* Jeremy Chataway—RELATED: Grant: Efficacy and Mechanism Evaluation Program and Health Technology Assessment Program (National Institute for Health Research); UK Multiple Sclerosis Society and National Multiple Sclerosis Society; National Institute for Health Research University College London Hospitals Biomedical Research Center, Comments: funding reference number 11/30/11*; UNRELATED: Consultancy: Azadyne, Biogen, Celgene, MedDay Pharma, Merck, and Roche; Grants/Grants Pending: Novartis, Comments: investigator grant from Novartis*; Other: a local Principal Investigator for commercial trials funded by Actelion, Biogen, Novartis, and Roche.* Ian Marshall—RELATED: Grant: Efficacy and Mechanism Evaluation, Comments: funding reference number 11/30/11.* Claudia A.M. Gandini Wheeler-Kingshott—RELATED: Grant: Efficacy and Mechanism Evaluation program, Comments: funding reference number 11/30/11*; UNRELATED: Grants/ Grants Pending: MS Society, Wings for Life, International Spinal Research Trust, Craig H. Neilsen Foundation, Horizon2020*; Royalties: Elsevier. *Money paid to the institution.
Publisher Copyright:
© 2020 American Society of Neuroradiology. All rights reserved.
PY - 2020/12
Y1 - 2020/12
N2 - BACKGROUND AND PURPOSE: The secondary progressive phase of multiple sclerosis is characterised by disability progression due to processes that lead to neurodegeneration. Surrogate markers such as those derived from MRI are beneficial in understanding the pathophysiology that drives disease progression and its relationship to clinical disability. We undertook a 1H-MRS imaging study in a large secondary progressive MS (SPMS) cohort, to examine whether metabolic markers of brain injury are associated with measures of disability, both physical and cognitive. MATERIALS AND METHODS: A cross-sectional analysis of individuals with secondary-progressive MS was performed in 119 participants. They underwent 1H-MR spectroscopy to obtain estimated concentrations and ratios to total Cr for total NAA, mIns, Glx, and total Cho in normal-appearing WM and GM. Clinical outcome measures chosen were the following: Paced Auditory Serial Addition Test, Symbol Digit Modalities Test, Nine-Hole Peg Test, Timed 25-foot Walk Test, and the Expanded Disability Status Scale. The relationship between these neurometabolites and clinical disability measures was initially examined using Spearman rank correlations. Significant associations were then further analyzed in multiple regression models adjusting for age, sex, disease duration, T2 lesion load, normalized brain volume, and occurrence of relapses in 2 years preceding study entry. RESULTS: Significant associations, which were then confirmed by multiple linear regression, were found in normal-appearing WM for total NAA (tNAA)/total Cr (tCr) and the Nine-Hole Peg Test (r = 0.23; 95% CI, 0.06-0.40); tNAA and tNAA/tCr and the Paced Auditory Serial Addition Test (r = 0.21; 95% CI, 0.03-0.38) (r = 0.19; 95% CI, 0.01-0.36); mIns/tCr and the Paced Auditory Serial Addition Test, (r = -0.23; 95% CI, -0.39 to -0.05); and in GM for tCho and the Paced Auditory Serial Addition Test (r = -0.24; 95% CI, -0.40 to -0.06). No other GM or normal-appearing WM relationships were found with any metabolite, with associations found during initial correlation testing losing significance after multiple linear regression analysis. CONCLUSIONS: This study suggests that metabolic markers of neuroaxonal integrity and astrogliosis in normal-appearing WM and membrane turnover in GM may act as markers of disability in secondary-progressive MS.
AB - BACKGROUND AND PURPOSE: The secondary progressive phase of multiple sclerosis is characterised by disability progression due to processes that lead to neurodegeneration. Surrogate markers such as those derived from MRI are beneficial in understanding the pathophysiology that drives disease progression and its relationship to clinical disability. We undertook a 1H-MRS imaging study in a large secondary progressive MS (SPMS) cohort, to examine whether metabolic markers of brain injury are associated with measures of disability, both physical and cognitive. MATERIALS AND METHODS: A cross-sectional analysis of individuals with secondary-progressive MS was performed in 119 participants. They underwent 1H-MR spectroscopy to obtain estimated concentrations and ratios to total Cr for total NAA, mIns, Glx, and total Cho in normal-appearing WM and GM. Clinical outcome measures chosen were the following: Paced Auditory Serial Addition Test, Symbol Digit Modalities Test, Nine-Hole Peg Test, Timed 25-foot Walk Test, and the Expanded Disability Status Scale. The relationship between these neurometabolites and clinical disability measures was initially examined using Spearman rank correlations. Significant associations were then further analyzed in multiple regression models adjusting for age, sex, disease duration, T2 lesion load, normalized brain volume, and occurrence of relapses in 2 years preceding study entry. RESULTS: Significant associations, which were then confirmed by multiple linear regression, were found in normal-appearing WM for total NAA (tNAA)/total Cr (tCr) and the Nine-Hole Peg Test (r = 0.23; 95% CI, 0.06-0.40); tNAA and tNAA/tCr and the Paced Auditory Serial Addition Test (r = 0.21; 95% CI, 0.03-0.38) (r = 0.19; 95% CI, 0.01-0.36); mIns/tCr and the Paced Auditory Serial Addition Test, (r = -0.23; 95% CI, -0.39 to -0.05); and in GM for tCho and the Paced Auditory Serial Addition Test (r = -0.24; 95% CI, -0.40 to -0.06). No other GM or normal-appearing WM relationships were found with any metabolite, with associations found during initial correlation testing losing significance after multiple linear regression analysis. CONCLUSIONS: This study suggests that metabolic markers of neuroaxonal integrity and astrogliosis in normal-appearing WM and membrane turnover in GM may act as markers of disability in secondary-progressive MS.
UR - https://www.scopus.com/pages/publications/85097843178
U2 - 10.3174/ajnr.A6809
DO - 10.3174/ajnr.A6809
M3 - Article
C2 - 33154071
AN - SCOPUS:85097843178
SN - 0195-6108
VL - 41
SP - 2209
EP - 2218
JO - American Journal of Neuroradiology
JF - American Journal of Neuroradiology
IS - 12
ER -