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Ghione E, Bergsland N, Dwyer MG, Hagemeier J, Jakimovski D, Ramasamy DP, Hojnacki D, Lizarraga AA, Kolb C, Eckert S, Weinstock-Guttman B, Zivadinov R. Disability Improvement Is Associated with Less Brain Atrophy Development in Multiple Sclerosis. AJNR Am J Neuroradiol 2020; 41:1577-1583. [PMID: 32763899 DOI: 10.3174/ajnr.a6684] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2019] [Accepted: 06/01/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND AND PURPOSE It is unknown whether deceleration of brain atrophy is associated with disability improvement in patients with MS. Our aim was to investigate whether patients with MS with disability improvement develop less brain atrophy compared with those who progress in disability or remain stable. MATERIALS AND METHODS We followed 980 patients with MS for a mean of 4.8 ± 2.4 years. Subjects were divided into 3 groups: progress in disability (n = 241, 24.6%), disability improvement (n = 101, 10.3%), and stable (n = 638, 65.1%) at follow-up. Disability improvement and progress in disability were defined on the basis of the Expanded Disability Status Scale score change using standardized guidelines. Stable was defined as nonoccurrence of progress in disability or disability improvement. Normalized whole-brain volume was calculated using SIENAX on 3D T1WI, whereas the lateral ventricle was measured using NeuroSTREAM on 2D-T2-FLAIR images. The percentage brain volume change and percentage lateral ventricle volume change were calculated using SIENA and NeuroSTREAM, respectively. Differences among groups were investigated using ANCOVA, adjusted for age at first MR imaging, race, T2 lesion volume, and corresponding baseline structural volume and the Expanded Disability Status Scale. RESULTS At first MR imaging, there were no differences among progress in disability, disability improvement, and the stable groups in whole-brain volume (P = .71) or lateral ventricle volume (P = .74). During follow-up, patients with disability improvement had the lowest annualized percentage lateral ventricle volume change (1.6% ± 2.7%) followed by patients who were stable (2.1% ± 3.7%) and had progress in disability (4.1% ± 5.5%), respectively (P < .001). The annualized percentage brain volume change values were -0.7% ± 0.7% for disability improvement, -0.8% ± 0.7% for stable, and -1.1% ± 1.1% for progress in disability (P = .001). CONCLUSIONS Patients with MS who improve in their clinical disability develop less brain atrophy across time compared with those who progress.
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Affiliation(s)
- E Ghione
- From the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., D.P.R., R.Z.), Buffalo Neuroimaging Analysis Center
| | - N Bergsland
- From the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., D.P.R., R.Z.), Buffalo Neuroimaging Analysis Center
- IRCCS (N.B.), Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | - M G Dwyer
- From the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., D.P.R., R.Z.), Buffalo Neuroimaging Analysis Center
- Center for Biomedical Imaging at the Clinical Translational Science Institute (M.G.D., R.Z.),University at Buffalo, State University of New York, Buffalo, New York
| | - J Hagemeier
- From the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., D.P.R., R.Z.), Buffalo Neuroimaging Analysis Center
| | - D Jakimovski
- From the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., D.P.R., R.Z.), Buffalo Neuroimaging Analysis Center
| | - D P Ramasamy
- From the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., D.P.R., R.Z.), Buffalo Neuroimaging Analysis Center
| | - D Hojnacki
- Department of Neurology (D.H., A.A.L., C.K., S.E., B.W.-G.), Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences
| | - A A Lizarraga
- Department of Neurology (D.H., A.A.L., C.K., S.E., B.W.-G.), Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences
| | - C Kolb
- Department of Neurology (D.H., A.A.L., C.K., S.E., B.W.-G.), Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences
| | - S Eckert
- Department of Neurology (D.H., A.A.L., C.K., S.E., B.W.-G.), Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences
| | - B Weinstock-Guttman
- Department of Neurology (D.H., A.A.L., C.K., S.E., B.W.-G.), Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences
| | - R Zivadinov
- From the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., D.P.R., R.Z.), Buffalo Neuroimaging Analysis Center
- Center for Biomedical Imaging at the Clinical Translational Science Institute (M.G.D., R.Z.),University at Buffalo, State University of New York, Buffalo, New York
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Ziliotto N, Zivadinov R, Baroni M, Marchetti G, Jakimovski D, Bergsland N, Ramasamy DP, Weinstock-Guttman B, Straudi S, Manfredini F, Ramanathan M, Bernardi F. Plasma levels of protein C pathway proteins and brain magnetic resonance imaging volumes in multiple sclerosis. Eur J Neurol 2019; 27:235-243. [PMID: 31408242 DOI: 10.1111/ene.14058] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 08/05/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND PURPOSE The involvement of protein C (PC) pathway components in multiple sclerosis (MS) has scarcely been explored. The aim was to investigate their levels in relation to clinical and neurodegenerative magnetic resonance imaging (MRI) outcomes in patients. METHODS In all, 138 MS patients and 42 healthy individuals were studied. PC, protein S (PS) and soluble endothelial protein C receptor (sEPCR) were evaluated by multiplex assays and enzyme-linked immunosorbent assay. Regression analyses between 3 T MRI outcomes and PC pathway components were performed. ancova was used to compare MRI volumes based on protein level quartiles. Partial correlation was assessed amongst levels of PC pathway components and hemostasis protein levels, including soluble thrombomodulin (sTM), heparin cofactor II (HCII), plasminogen activator inhibitor 1 (PAI-1) and factor XII (FXII). The variation of PC concentration across four time points was evaluated in 32 additional MS patients. RESULTS There was an association between PC concentration, mainly reflecting the zymogen PC, and MRI measures for volumes of total gray matter (GM) (P = 0.003), thalamus (P = 0.007), cortex (P = 0.008), deep GM (P = 0.009) and whole brain (P = 0.026). Patients in the highest PC level quartile were characterized by the lowest GM volumes. Correlations of PC-HCII, PC-FXII and sEPCR-sTM values were detectable in MS patients, whilst PC-PS and PS-PAI-1 correlations were present in healthy individuals only. CONCLUSIONS Protein C plasma concentrations might be associated with neurodegenerative MRI outcomes in MS. Several differences in correlation amongst protein plasma levels suggest dysregulation of PC pathway components in MS patients. The stability of PC concentration over time supports a PC investigation in relation to GM atrophy in MS.
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Affiliation(s)
- N Ziliotto
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy.,Buffalo Neuroimaging Analysis Center, Buffalo, NY, USA
| | - R Zivadinov
- Buffalo Neuroimaging Analysis Center, Buffalo, NY, USA.,Neurology, State University of New York, Buffalo, NY, USA
| | - M Baroni
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - G Marchetti
- Department of Biomedical and Specialty Surgical Sciences, University of Ferrara, Ferrara, Italy
| | - D Jakimovski
- Buffalo Neuroimaging Analysis Center, Buffalo, NY, USA
| | - N Bergsland
- Buffalo Neuroimaging Analysis Center, Buffalo, NY, USA
| | - D P Ramasamy
- Buffalo Neuroimaging Analysis Center, Buffalo, NY, USA
| | | | - S Straudi
- Department of Neuroscience and Rehabilitation, Ferrara University Hospital, Ferrara, Italy
| | - F Manfredini
- Department of Biomedical and Specialty Surgical Sciences, University of Ferrara, Ferrara, Italy
| | - M Ramanathan
- Department of Pharmaceutical Sciences, State University of New York, Buffalo, NY, USA
| | - F Bernardi
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
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Murali N, Browne RW, Fellows Maxwell K, Bodziak ML, Jakimovski D, Hagemeier J, Bergsland N, Weinstock-Guttman B, Zivadinov R, Ramanathan M. Cholesterol and neurodegeneration: longitudinal changes in serum cholesterol biomarkers are associated with new lesions and gray matter atrophy in multiple sclerosis over 5 years of follow-up. Eur J Neurol 2019; 27:188-e4. [PMID: 31369181 DOI: 10.1111/ene.14055] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Accepted: 07/22/2019] [Indexed: 01/25/2023]
Abstract
BACKGROUND AND PURPOSE Cholesterol is an important structural component of myelin and essential for brain homeostasis. Our objective was to investigate whether longitudinal changes in cholesterol biomarkers are associated with neurodegeneration in multiple sclerosis (MS). METHODS This prospective, longitudinal study (n = 154) included 41 healthy controls, 76 relapsing-remitting MS subjects and 37 progressive MS subjects. Neurological examination, brain magnetic resonance imaging and blood samples were obtained at baseline and at 5-year follow-up visits. Cholesterol biomarkers measured included plasma total cholesterol, high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol and the apolipoproteins ApoA-I, Apo-II, ApoB, ApoC-II and ApoE. Key cholesterol pathway single nucleotide polymorphisms were genotyped. RESULTS Greater percentage increases in HDL-C and ApoA-I levels were associated with a lower rate of gray matter and cortical volume loss. Greater percentage increases in low-density lipoprotein cholesterol were associated with increases in new T2 lesions. The percentage increases in HDL-C (P = 0.032) and ApoA-I (P = 0.007) were smaller in patients with relapsing-remitting MS at baseline who converted to secondary progressive MS during the 5-year follow-up period. Changes in HDL-C and ApoA-I were associated with lipoprotein lipase rs328 genotype status. CONCLUSIONS Increases in HDL-C and ApoA-I have protective associations with magnetic resonance imaging measures of neurodegeneration in MS.
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Affiliation(s)
- N Murali
- Departments of Pharmaceutical Sciences, State University of New York, Buffalo, NY, USA
| | - R W Browne
- Biotechnical and Clinical Laboratory Sciences, State University of New York, Buffalo, NY, USA
| | - K Fellows Maxwell
- Departments of Pharmaceutical Sciences, State University of New York, Buffalo, NY, USA
| | - M L Bodziak
- Biotechnical and Clinical Laboratory Sciences, State University of New York, Buffalo, NY, USA
| | - D Jakimovski
- Buffalo Neuroimaging Analysis Center, State University of New York, Buffalo, NY, USA
| | - J Hagemeier
- Buffalo Neuroimaging Analysis Center, State University of New York, Buffalo, NY, USA
| | - N Bergsland
- Buffalo Neuroimaging Analysis Center, State University of New York, Buffalo, NY, USA
| | | | - R Zivadinov
- Buffalo Neuroimaging Analysis Center, State University of New York, Buffalo, NY, USA.,Neurology, State University of New York, Buffalo, NY, USA
| | - M Ramanathan
- Departments of Pharmaceutical Sciences, State University of New York, Buffalo, NY, USA.,Neurology, State University of New York, Buffalo, NY, USA
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Bergsland N, Ramasamy D, Tavazzi E, Hojnacki D, Weinstock-Guttman B, Zivadinov R. Leptomeningeal Contrast Enhancement Is Related to Focal Cortical Thinning in Relapsing-Remitting Multiple Sclerosis: A Cross-Sectional MRI Study. AJNR Am J Neuroradiol 2019; 40:620-625. [PMID: 30872420 DOI: 10.3174/ajnr.a6011] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Accepted: 02/16/2019] [Indexed: 12/21/2022]
Abstract
BACKGROUND AND PURPOSE Leptomeningeal inflammation is associated with the development of global cortical gray matter atrophy in multiple sclerosis. However, its association with localized loss of tissue remains unclear. The purpose of this study was to evaluate the relationship between leptomeningeal contrast enhancement, a putative marker of leptomeningeal inflammation, and focal cortical thinning in MS. MATERIALS AND METHODS Forty-three patients with relapsing-remitting MS and 15 with secondary-progressive MS were imaged on a 3T scanner. Cortical reconstruction was performed with FreeSurfer. Leptomeningeal contrast-enhancement foci were visually identified on 3D-FLAIR postcontrast images and confirmed using subtraction imaging. Leptomeningeal contrast-enhancement foci were mapped onto the cortex, and ROIs were obtained by dilating along the surface multiple times (n = 5, 10, 15, 20, 25, 30, 35, 40). Resulting ROIs were then mapped onto the homologous region of the contralateral hemisphere. Paired t tests compared the thickness of the cortex surrounding individual leptomeningeal contrast-enhancement foci and the corresponding contralateral region. Results were corrected for the false discovery rate. RESULTS Differences between ipsilateral and contralateral ROIs progressively decreased with larger ROIs, but no significant effects were detected when considering the entire MS sample. In patients with relapsing-remitting MS only, significantly reduced cortical thickness was found for 5 dilations (-8.53%, corrected P = .04) and 10 dilations (-5.20%, corrected P = .044). CONCLUSIONS Focal leptomeningeal contrast enhancement is associated with reduced thickness of the surrounding cortex in patients with relapsing-remitting MS, but not in those with secondary-progressive MS. Our results suggest that pathology associated with the presence of leptomeningeal contrast-enhancement foci has a stronger, localized effect on cortical tissue loss earlier in the disease.
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Affiliation(s)
- N Bergsland
- From the Buffalo Neuroimaging Analysis Center (N.B., D.R., E.T., R.Z.)
| | - D Ramasamy
- From the Buffalo Neuroimaging Analysis Center (N.B., D.R., E.T., R.Z.)
| | - E Tavazzi
- From the Buffalo Neuroimaging Analysis Center (N.B., D.R., E.T., R.Z.)
| | - D Hojnacki
- Jacobs Comprehensive MS Treatment and Research Center (D.H., B.W.-G.), Department of Neurology
| | - B Weinstock-Guttman
- Jacobs Comprehensive MS Treatment and Research Center (D.H., B.W.-G.), Department of Neurology
| | - R Zivadinov
- From the Buffalo Neuroimaging Analysis Center (N.B., D.R., E.T., R.Z.).,Jacobs School of Medicine and Biomedical Sciences, Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York, Buffalo, New York
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5
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Zivadinov R, Horakova D, Bergsland N, Hagemeier J, Ramasamy DP, Uher T, Vaneckova M, Havrdova E, Dwyer MG. A Serial 10-Year Follow-Up Study of Atrophied Brain Lesion Volume and Disability Progression in Patients with Relapsing-Remitting MS. AJNR Am J Neuroradiol 2019; 40:446-452. [PMID: 30819766 DOI: 10.3174/ajnr.a5987] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Accepted: 01/15/2019] [Indexed: 12/27/2022]
Abstract
BACKGROUND AND PURPOSE Disappearance of T2 lesions into CSF spaces is frequently observed in patients with MS. Our aim was to investigate temporal changes of cumulative atrophied brain T2 lesion volume and 10-year confirmed disability progression. MATERIALS AND METHODS We studied 176 patients with relapsing-remitting MS who underwent MR imaging at baseline, 6 months, and then yearly for 10 years. Occurrence of new/enlarging T2 lesions, changes in T2 lesion volume, and whole-brain, cortical and ventricle volumes were assessed yearly between baseline and 10 years. Atrophied T2 lesion volume was calculated by combining baseline lesion masks with follow-up CSF partial volume maps. Ten-year confirmed disability progression was confirmed after 48 weeks. ANCOVA detected MR imaging outcome differences in stable (n = 76) and confirmed disability progression (n = 100) groups at different time points; hierarchic regression determined the unique additive variance explained by atrophied T2 lesion volume regarding the association with confirmed disability progression, in addition to other MR imaging metrics. Cox regression investigated the association of early MR imaging outcome changes and time to development of confirmed disability progression. RESULTS The separation of stable-versus-confirmed disability progression groups became significant even in the first 6 months for atrophied T2 lesion volume (140% difference, Cohen d = 0.54, P = .004) and remained significant across all time points (P ≤ .007). The hierarchic model, including all other MR imaging outcomes during 10 years predicting confirmed disability progression, improved significantly after adding atrophied T2 lesion volume (R 2 = 0.27, R 2 change 0.11, P = .009). In Cox regression, atrophied T2 lesion volume in 0-6 months (hazard ratio = 4.23, P = .04) and 0-12 months (hazard ratio = 2.41, P = .022) was the only significant MR imaging predictor of time to confirmed disability progression. CONCLUSIONS Atrophied T2 lesion volume is a robust and early marker of disability progression in relapsing-remitting MS.
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Affiliation(s)
- R Zivadinov
- From the Buffalo Neuroimaging Analysis Center (R.Z., N.B., J.H., D.P.R., M.G.D.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York .,Center for Biomedical Imaging at Clinical Translational Research Center (R.Z.), State University of New York, Buffalo, New York
| | - D Horakova
- Department of Neurology and Center of Clinical Neuroscience (D.H., T.U., E.H.)
| | - N Bergsland
- From the Buffalo Neuroimaging Analysis Center (R.Z., N.B., J.H., D.P.R., M.G.D.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
| | - J Hagemeier
- From the Buffalo Neuroimaging Analysis Center (R.Z., N.B., J.H., D.P.R., M.G.D.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
| | - D P Ramasamy
- From the Buffalo Neuroimaging Analysis Center (R.Z., N.B., J.H., D.P.R., M.G.D.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
| | - T Uher
- Department of Neurology and Center of Clinical Neuroscience (D.H., T.U., E.H.)
| | - M Vaneckova
- Department of Radiology (M.V.), First Faculty of Medicine, Charles and General University Hospital in Prague, Prague, Czech Republic
| | - E Havrdova
- Department of Neurology and Center of Clinical Neuroscience (D.H., T.U., E.H.)
| | - M G Dwyer
- From the Buffalo Neuroimaging Analysis Center (R.Z., N.B., J.H., D.P.R., M.G.D.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
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Ghione E, Bergsland N, Dwyer MG, Hagemeier J, Jakimovski D, Paunkoski I, Ramasamy DP, Silva D, Carl E, Hojnacki D, Kolb C, Weinstock-Guttman B, Zivadinov R. Brain Atrophy Is Associated with Disability Progression in Patients with MS followed in a Clinical Routine. AJNR Am J Neuroradiol 2018; 39:2237-2242. [PMID: 30467212 DOI: 10.3174/ajnr.a5876] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Accepted: 09/08/2018] [Indexed: 12/30/2022]
Abstract
BACKGROUND AND PURPOSE The assessment of brain atrophy in a clinical routine is not performed routinely in multiple sclerosis. Our aim was to determine the feasibility of brain atrophy measurement and its association with disability progression in patients with MS followed in a clinical routine for 5 years. MATERIALS AND METHODS A total of 1815 subjects, 1514 with MS and 137 with clinically isolated syndrome and 164 healthy individuals, were collected retrospectively. Of 11,794 MR imaging brain scans included in the analysis, 8423 MRIs were performed on a 3T, and 3371 MRIs, on a 1.5T scanner. All patients underwent 3D T1WI and T2-FLAIR examinations at all time points of the study. Whole-brain volume changes were measured by percentage brain volume change/normalized brain volume change using SIENA/SIENAX on 3D T1WI and percentage lateral ventricle volume change using NeuroSTREAM on T2-FLAIR. RESULTS Percentage brain volume change failed in 36.7% of the subjects; percentage normalized brain volume change, in 19.2%; and percentage lateral ventricle volume change, in 3.3% because of protocol changes, poor scan quality, artifacts, and anatomic variations. Annualized brain volume changes were significantly different between those with MS and healthy individuals for percentage brain volume change (P < .001), percentage normalized brain volume change (P = .002), and percentage lateral ventricle volume change (P = .01). In patients with MS, mixed-effects model analysis showed that disability progression was associated with a 21.9% annualized decrease in percentage brain volume change (P < .001) and normalized brain volume (P = .002) and a 33% increase in lateral ventricle volume (P = .004). CONCLUSIONS All brain volume measures differentiated MS and healthy individuals and were associated with disability progression, but the lateral ventricle volume assessment was the most feasible.
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Affiliation(s)
- E Ghione
- From the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., I.P., D.P.R., E.C., R.Z.), Buffalo Neuroimaging Analysis Center
| | - N Bergsland
- From the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., I.P., D.P.R., E.C., R.Z.), Buffalo Neuroimaging Analysis Center
| | - M G Dwyer
- From the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., I.P., D.P.R., E.C., R.Z.), Buffalo Neuroimaging Analysis Center.,Center for Biomedical Imaging at Clinical Translational Research Center (M.G.D., R.Z.), State University of New York, Buffalo, New York
| | - J Hagemeier
- From the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., I.P., D.P.R., E.C., R.Z.), Buffalo Neuroimaging Analysis Center
| | - D Jakimovski
- From the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., I.P., D.P.R., E.C., R.Z.), Buffalo Neuroimaging Analysis Center
| | - I Paunkoski
- From the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., I.P., D.P.R., E.C., R.Z.), Buffalo Neuroimaging Analysis Center
| | - D P Ramasamy
- From the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., I.P., D.P.R., E.C., R.Z.), Buffalo Neuroimaging Analysis Center
| | - D Silva
- Novartis Pharmaceuticals AG (D.S.), Basel, Switzerland
| | - E Carl
- From the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., I.P., D.P.R., E.C., R.Z.), Buffalo Neuroimaging Analysis Center
| | - D Hojnacki
- Jacobs Comprehensive MS Treatment and Research Center (D.H., C.K., B.W.-G.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
| | - C Kolb
- Jacobs Comprehensive MS Treatment and Research Center (D.H., C.K., B.W.-G.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
| | - B Weinstock-Guttman
- Jacobs Comprehensive MS Treatment and Research Center (D.H., C.K., B.W.-G.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
| | - R Zivadinov
- From the Department of Neurology (E.G., N.B., M.G.D., J.H., D.J., I.P., D.P.R., E.C., R.Z.), Buffalo Neuroimaging Analysis Center .,Center for Biomedical Imaging at Clinical Translational Research Center (M.G.D., R.Z.), State University of New York, Buffalo, New York
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Jakimovski D, Gandhi S, Paunkoski I, Bergsland N, Hagemeier J, Ramasamy DP, Hojnacki D, Kolb C, Benedict RHB, Weinstock‐Guttman B, Zivadinov R. Hypertension and heart disease are associated with development of brain atrophy in multiple sclerosis: a 5‐year longitudinal study. Eur J Neurol 2018; 26:87-e8. [DOI: 10.1111/ene.13769] [Citation(s) in RCA: 67] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Accepted: 08/09/2018] [Indexed: 11/26/2022]
Affiliation(s)
- D. Jakimovski
- Buffalo Neuroimaging Analysis Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - S. Gandhi
- Buffalo Neuroimaging Analysis Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - I. Paunkoski
- Buffalo Neuroimaging Analysis Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - N. Bergsland
- Buffalo Neuroimaging Analysis Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - J. Hagemeier
- Buffalo Neuroimaging Analysis Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - D. P. Ramasamy
- Buffalo Neuroimaging Analysis Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - D. Hojnacki
- Jacobs Comprehensive MS Treatment and Research Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - C. Kolb
- Jacobs Comprehensive MS Treatment and Research Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - R. H. B. Benedict
- Jacobs Comprehensive MS Treatment and Research Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - B. Weinstock‐Guttman
- Jacobs Comprehensive MS Treatment and Research Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
| | - R. Zivadinov
- Buffalo Neuroimaging Analysis Center Department of Neurology Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NYUSA
- Center for Biomedical Imaging at Clinical Translational Science Institute University at Buffalo State University of New York Buffalo NY USA
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Pelizzari L, Jakimovski D, Laganà MM, Bergsland N, Hagemeier J, Baselli G, Weinstock-Guttman B, Zivadinov R. Five-Year Longitudinal Study of Neck Vessel Cross-Sectional Area in Multiple Sclerosis. AJNR Am J Neuroradiol 2018; 39:1703-1709. [PMID: 30049718 DOI: 10.3174/ajnr.a5738] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Accepted: 06/06/2018] [Indexed: 12/26/2022]
Abstract
BACKGROUND AND PURPOSE Alterations of neck vessel cross-sectional area in multiple sclerosis have been reported. Our aim was to investigate the evolution of the neck vessel cross-sectional area in patients with MS and healthy controls during 5 years. MATERIALS AND METHODS Sixty-nine patients with MS (44 relapsing-remitting MS, 25 progressive MS) and 22 age- and sex-matched healthy controls were examined twice, 5 years apart, on a 3T MR imaging scanner using 2D neck MR angiography. Cross-sectional areas were computed for the common carotid/internal carotid arteries, vertebral arteries, and internal jugular veins for all slices between the C3 and C7 cervical levels. Longitudinal cross-sectional area differences at each cervical level and the whole-vessel course were tested within study groups and between patients with MS with and without cardiovascular disease using mixed-model analysis and the related-samples Wilcoxon singed rank test. The Benjamini-Hochberg procedure was performed to correct for multiple comparisons. RESULTS No significant cross-sectional area differences were seen between patients with MS and healthy controls at baseline or at follow-up. During the follow-up, significant cross-sectional area decrease was found in patients with MS for the common carotid artery-ICAs (C4: P = .048; C7: P = .005; whole vessel: P = .012), for vertebral arteries (C3: P = .028; C4: P = .028; C7: P = .028; whole vessel: P = .012), and for the internal jugular veins (C3: P = .014; C4: P = .008; C5: P = .010; C6: P = .010; C7: P = .008; whole vessel: P = .002). Patients with MS without cardiovascular disease had significantly greater change than patients with MS with cardiovascular disease for internal jugular veins at all levels. CONCLUSIONS For 5 years, patients with MS showed significant cross-sectional area decrease of all major neck vessels, regardless of the disease course and cardiovascular status.
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Affiliation(s)
- L Pelizzari
- From the Department of Electronics Information and Bioengineering (L.P., G.B.), Politecnico di Milano, Milan, Italy.,Istituto di Ricovero e Cura a Carattere Scientifico (L.P., M.M.L.), Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | - D Jakimovski
- Buffalo Neuroimaging Analysis Center (D.J., N.B., J.H., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences
| | - M M Laganà
- Istituto di Ricovero e Cura a Carattere Scientifico (L.P., M.M.L.), Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | - N Bergsland
- Buffalo Neuroimaging Analysis Center (D.J., N.B., J.H., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences
| | - J Hagemeier
- Buffalo Neuroimaging Analysis Center (D.J., N.B., J.H., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences
| | - G Baselli
- From the Department of Electronics Information and Bioengineering (L.P., G.B.), Politecnico di Milano, Milan, Italy
| | - B Weinstock-Guttman
- Jacobs Multiple Sclerosis Center (B.W.-G.), Department of Neurology, School of Medicine and Biomedical Sciences
| | - R Zivadinov
- Buffalo Neuroimaging Analysis Center (D.J., N.B., J.H., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences .,Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York, Buffalo, New York
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9
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Fuchs TA, Carolus K, Benedict RHB, Bergsland N, Ramasamy D, Jakimovski D, Weinstock-Guttman B, Kuceyeski A, Zivadinov R, Dwyer MG. Impact of Focal White Matter Damage on Localized Subcortical Gray Matter Atrophy in Multiple Sclerosis: A 5-Year Study. AJNR Am J Neuroradiol 2018; 39:1480-1486. [PMID: 29976833 DOI: 10.3174/ajnr.a5720] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Accepted: 05/18/2018] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE It is unclear to what extent subcortical gray matter atrophy is a primary process as opposed to a result of focal white matter damage. Correlations between WM damage and atrophy of subcortical gray matter have been observed but may be partly attributable to indirect relationships between co-occurring processes arising from a common cause. Our aim was to cross-sectionally and longitudinally characterize the unique impact of focal WM damage on the atrophy of connected subcortical gray matter regions, beyond what is explainable by global disease progression. MATERIALS AND METHODS One hundred seventy-six individuals with MS and 47 healthy controls underwent MR imaging at baseline and 5 years later. Atrophy and lesion-based disruption of connected WM tracts were evaluated for 14 subcortical gray matter regions. Hierarchic regressions were applied, predicting regional atrophy from focal WM disruption, controlling for age, sex, disease duration, whole-brain volume, and T2-lesion volume. RESULTS When we controlled for whole-brain volume and T2-lesion volume, WM tract disruption explained little additional variance of subcortical gray matter atrophy and was a significant predictor for only 3 of 14 regions cross-sectionally (ΔR2 = 0.004) and 5 regions longitudinally (ΔR2 = 0.016). WM tract disruption was a significant predictor for even fewer regions when correcting for multiple comparisons. CONCLUSIONS WM tract disruption accounts for a small percentage of atrophy in connected subcortical gray matter when controlling for overall disease burden and is not the primary driver in most cases.
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Affiliation(s)
- T A Fuchs
- From the Department of Neurology (T.F., K.C., N.B., D.R., D.J., R.Z., M.G.D.), Buffalo Neuroimaging Analysis Center.,Department of Neurology (T.F., R.H.B.B., N.B., D.R., D.J., B.W.G., M.G.D.), Jacobs Multiple Sclerosis Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
| | - K Carolus
- From the Department of Neurology (T.F., K.C., N.B., D.R., D.J., R.Z., M.G.D.), Buffalo Neuroimaging Analysis Center
| | - R H B Benedict
- Department of Neurology (T.F., R.H.B.B., N.B., D.R., D.J., B.W.G., M.G.D.), Jacobs Multiple Sclerosis Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
| | - N Bergsland
- Department of Neurology (T.F., R.H.B.B., N.B., D.R., D.J., B.W.G., M.G.D.), Jacobs Multiple Sclerosis Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
| | - D Ramasamy
- From the Department of Neurology (T.F., K.C., N.B., D.R., D.J., R.Z., M.G.D.), Buffalo Neuroimaging Analysis Center.,Department of Neurology (T.F., R.H.B.B., N.B., D.R., D.J., B.W.G., M.G.D.), Jacobs Multiple Sclerosis Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
| | - D Jakimovski
- From the Department of Neurology (T.F., K.C., N.B., D.R., D.J., R.Z., M.G.D.), Buffalo Neuroimaging Analysis Center.,Department of Neurology (T.F., R.H.B.B., N.B., D.R., D.J., B.W.G., M.G.D.), Jacobs Multiple Sclerosis Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
| | - B Weinstock-Guttman
- Department of Neurology (T.F., R.H.B.B., N.B., D.R., D.J., B.W.G., M.G.D.), Jacobs Multiple Sclerosis Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
| | - A Kuceyeski
- Department of Radiology (A.K.), Weill Cornell Medicine, Feil Family Brain and Mind Research Institute, New York, New York
| | - R Zivadinov
- From the Department of Neurology (T.F., K.C., N.B., D.R., D.J., R.Z., M.G.D.), Buffalo Neuroimaging Analysis Center.,MR Imaging Clinical Translational Research Center (R.Z.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
| | - M G Dwyer
- From the Department of Neurology (T.F., K.C., N.B., D.R., D.J., R.Z., M.G.D.), Buffalo Neuroimaging Analysis Center .,Department of Neurology (T.F., R.H.B.B., N.B., D.R., D.J., B.W.G., M.G.D.), Jacobs Multiple Sclerosis Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
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10
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Ziliotto N, Bernardi F, Jakimovski D, Baroni M, Marchetti G, Bergsland N, Ramasamy DP, Weinstock-Guttman B, Schweser F, Zamboni P, Ramanathan M, Zivadinov R. Hemostasis biomarkers in multiple sclerosis. Eur J Neurol 2018; 25:1169-1176. [PMID: 29758118 DOI: 10.1111/ene.13681] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Accepted: 05/03/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND PURPOSE The aim was to investigate the plasma levels of hemostasis components in multiple sclerosis (MS) and their association with clinical and magnetic resonance imaging (MRI) outcomes. METHODS In all, 138 MS patients [85 with relapsing-remitting MS (RR-MS) and 53 with progressive MS (P-MS) with a mean age of 54 years; 72.5% female; median Expanded Disability Status Scale 3.5; mean disease duration 21 years] and 42 age- and sex-matched healthy individuals (HI) were studied. All subjects were examined with 3 T MRI and clinical examinations. Plasma levels of hemostasis factors [procoagulant, factor XII (FXII)] and inhibitors [tissue factor pathway inhibitor (TFPI), thrombomodulin, heparin cofactor II, a disintegrin-like and metalloprotease with thrombospondin type 1 motif 13 (ADAMTS13) and plasminogen activator inhibitor 1 (PAI-1)] were evaluated by magnetic Luminex assays and enzyme-linked immunosorbent assay. Associations between hemostasis plasma levels and clinical and MRI outcomes were assessed. RESULTS Lower ADAMTS13 levels were found in MS patients compared to HI (P = 0.008) and in MS patients presenting with cerebral microbleeds compared to those without (P = 0.034). Higher PAI-1 levels were found in MS patients compared to HI (P = 0.02). TFPI levels were higher in the P-MS subgroup compared to RR-MS patients (P = 0.011) and compared to HI (P = 0.002). No significant associations between hemostasis plasma levels and clinical or MRI outcomes were found. CONCLUSIONS Decreased ADAMTS13, particularly in MS patients with cerebral microbleeds, which deserves further investigation, and increased PAI-1 and TFPI levels were observed in MS patients, which deserves further investigation. No relationship between hemostasis plasma levels and measures of disease severity was detected.
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Affiliation(s)
- N Ziliotto
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy.,Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - F Bernardi
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - D Jakimovski
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - M Baroni
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - G Marchetti
- Department of Biomedical and Specialty Surgical Sciences, University of Ferrara, Ferrara, Italy
| | - N Bergsland
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - D P Ramasamy
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - B Weinstock-Guttman
- Jacobs Comprehensive MS Treatment and Research Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - F Schweser
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA.,Center for Biomedical Imaging, Clinical Translational Science Institute, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - P Zamboni
- Department of Morphology, Surgery and Experimental Medicine, University of Ferrara, Ferrara, Italy
| | - M Ramanathan
- Department of Pharmaceutical Sciences, State University of New York, Buffalo, NY, USA
| | - R Zivadinov
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA.,Center for Biomedical Imaging, Clinical Translational Science Institute, University at Buffalo, State University of New York, Buffalo, NY, USA
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11
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Zivadinov R, Ramasamy DP, Hagemeier J, Kolb C, Bergsland N, Schweser F, Dwyer MG, Weinstock-Guttman B, Hojnacki D. Evaluation of Leptomeningeal Contrast Enhancement Using Pre-and Postcontrast Subtraction 3D-FLAIR Imaging in Multiple Sclerosis. AJNR Am J Neuroradiol 2018; 39:642-647. [PMID: 29439125 DOI: 10.3174/ajnr.a5541] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2017] [Accepted: 11/28/2017] [Indexed: 01/13/2023]
Abstract
BACKGROUND AND PURPOSE Leptomeningeal contrast enhancement is found in patients with multiple sclerosis, though reported rates have varied. The use of 3D-fluid-attenuated inversion recovery pre- and postcontrast subtraction imaging may more accurately determine the frequency of leptomeningeal contrast enhancement. The purpose of this study was to investigate the frequency of leptomeningeal contrast enhancement using the pre- and postcontrast subtraction approach and to evaluate 3 different methods of assessing the presence of leptomeningeal contrast enhancement. MATERIALS AND METHODS We enrolled 258 consecutive patients with MS (212 with relapsing-remitting MS, 32 with secondary-progressive MS, and 14 with clinically isolated syndrome) who underwent both pre- and 10-minute postcontrast 3D-FLAIR sequences after a single dose of gadolinium injection on 3T MR imaging. The analysis included leptomeningeal contrast-enhancement evaluation on 3D-FLAIR postcontrast images in native space (method A), on pre- and postcontrast 3D-FLAIR images in native space (method B), and on pre-/postcontrast 3D-FLAIR coregistered and subtracted images (method C, used as the criterion standard). RESULTS In total, 51 (19.7%) patients with MS showed the presence of leptomeningeal contrast enhancement using method A; 39 (15.1%), using method B; and 39 (15.1%), using method C (P = .002). Compared with method C as the criterion standard, method A showed 89.8% sensitivity and 92.7% specificity, while method B showed 84.6% sensitivity and 97.3% specificity (P < .001) at the patient level. Reproducibility was the highest using method C (κ agreement, r = 088, P < .001). The mean time to analyze the 3D-FLAIR images was significantly lower with method C compared with methods A and B (P < .001). CONCLUSIONS 3D-FLAIR postcontrast imaging offers a sensitive method for detecting leptomeningeal contrast enhancement in patients with MS. However, the use of subtraction imaging helped avoid false-positive cases, decreased reading time, and increased the accuracy of leptomeningeal contrast-enhancement foci detection in a clinical routine.
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Affiliation(s)
- R Zivadinov
- From the Department of Neurology (R.Z., D.P.R., J.H., N.B., F.S., M.G.D.), Buffalo Neuroimaging Analysis Center, Jacobs School of Medicine and Biomedical Sciences
- Department of Neurology (R.Z., C.K., D.H.), Jacobs Comprehensive MS Treatment and Research Center, University at Buffalo, State University of New York, Buffalo, New York
| | - D P Ramasamy
- From the Department of Neurology (R.Z., D.P.R., J.H., N.B., F.S., M.G.D.), Buffalo Neuroimaging Analysis Center, Jacobs School of Medicine and Biomedical Sciences
| | - J Hagemeier
- From the Department of Neurology (R.Z., D.P.R., J.H., N.B., F.S., M.G.D.), Buffalo Neuroimaging Analysis Center, Jacobs School of Medicine and Biomedical Sciences
| | - C Kolb
- Department of Neurology (R.Z., C.K., D.H.), Jacobs Comprehensive MS Treatment and Research Center, University at Buffalo, State University of New York, Buffalo, New York
| | - N Bergsland
- From the Department of Neurology (R.Z., D.P.R., J.H., N.B., F.S., M.G.D.), Buffalo Neuroimaging Analysis Center, Jacobs School of Medicine and Biomedical Sciences
| | - F Schweser
- From the Department of Neurology (R.Z., D.P.R., J.H., N.B., F.S., M.G.D.), Buffalo Neuroimaging Analysis Center, Jacobs School of Medicine and Biomedical Sciences
| | - M G Dwyer
- From the Department of Neurology (R.Z., D.P.R., J.H., N.B., F.S., M.G.D.), Buffalo Neuroimaging Analysis Center, Jacobs School of Medicine and Biomedical Sciences
| | - B Weinstock-Guttman
- Translational Imaging Center at Clinical Translational Science Institute (B.W.-G.)
| | - D Hojnacki
- Department of Neurology (R.Z., C.K., D.H.), Jacobs Comprehensive MS Treatment and Research Center, University at Buffalo, State University of New York, Buffalo, New York
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12
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Zivadinov R, Hagemeier J, Bergsland N, Tavazzi E, Weinstock‐Guttman B. Effect of dimethyl fumarate on gray and white matter pathology in subjects with relapsing multiple sclerosis: a longitudinal study. Eur J Neurol 2018; 25:584-e36. [DOI: 10.1111/ene.13562] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2017] [Accepted: 12/27/2017] [Indexed: 12/31/2022]
Affiliation(s)
- R. Zivadinov
- Department of Neurology Buffalo Neuroimaging Analysis Center Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NY USA
- Translational Imaging Center at Clinical and Translational Science Institute Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NY USA
| | - J. Hagemeier
- Department of Neurology Buffalo Neuroimaging Analysis Center Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NY USA
| | - N. Bergsland
- Department of Neurology Buffalo Neuroimaging Analysis Center Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NY USA
| | - E. Tavazzi
- Department of Neurology Buffalo Neuroimaging Analysis Center Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NY USA
| | - B. Weinstock‐Guttman
- Department of Neurology Jacobs Comprehensive MS Treatment and Research Center Jacobs School of Medicine and Biomedical Sciences University at Buffalo State University of New York Buffalo NY USA
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13
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Guttuso T, Bergsland N, Hagemeier J, Lichter DG, Pasternak O, Zivadinov R. Substantia Nigra Free Water Increases Longitudinally in Parkinson Disease. AJNR Am J Neuroradiol 2018; 39:479-484. [PMID: 29419398 DOI: 10.3174/ajnr.a5545] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2017] [Accepted: 11/19/2017] [Indexed: 12/22/2022]
Abstract
BACKGROUND AND PURPOSE Free water in the posterior substantia nigra obtained from a bi-tensor diffusion MR imaging model has been shown to significantly increase over 1- and 4-year periods in patients with early-stage idiopathic Parkinson disease compared with healthy controls, which suggests that posterior substantia nigra free water may be an idiopathic Parkinson disease progression biomarker. Due to the known temporal posterior-to-anterior substantia nigra degeneration in idiopathic Parkinson disease, we assessed longitudinal changes in free water in both the posterior and anterior substantia nigra in patients with later-stage idiopathic Parkinson disease and age-matched healthy controls for comparison. MATERIALS AND METHODS Nineteen subjects with idiopathic Parkinson disease and 19 age-matched healthy control subjects were assessed on the same 3T MR imaging scanner at baseline and after approximately 3 years. RESULTS Baseline mean idiopathic Parkinson disease duration was 7.1 years. Both anterior and posterior substantia nigra free water showed significant intergroup differences at baseline (P < .001 and P = .014, respectively, idiopathic Parkinson disease versus healthy controls); however, only anterior substantia nigra free water showed significant longitudinal group × time interaction increases (P = .021, idiopathic Parkinson disease versus healthy controls). There were no significant longitudinal group × time interaction differences found for conventional diffusion tensor imaging or free water-corrected DTI assessments in either the anterior or posterior substantia nigra. CONCLUSIONS Results from this study provide further evidence supporting substantia nigra free water as a promising disease-progression biomarker in idiopathic Parkinson disease that may help to identify disease-modifying therapies if used in future clinical trials. Our novel finding of longitudinal increases in anterior but not posterior substantia nigra free water is potentially a result of the much longer disease duration of our cohort compared with previously studied cohorts and the known posterior-to-anterior substantia nigra degeneration that occurs over time in idiopathic Parkinson disease.
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Affiliation(s)
- T Guttuso
- From the Movement Disorder Center (T.G., D.G.L.)
| | - N Bergsland
- Buffalo Neuroimaging Analysis Center (N.B., J.H., R.Z.), Department of Neurology
| | - J Hagemeier
- Buffalo Neuroimaging Analysis Center (N.B., J.H., R.Z.), Department of Neurology
| | - D G Lichter
- From the Movement Disorder Center (T.G., D.G.L.)
| | - O Pasternak
- Departments of Psychiatry and Radiology (O.P.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - R Zivadinov
- Buffalo Neuroimaging Analysis Center (N.B., J.H., R.Z.), Department of Neurology.,MR Imaging Clinical and Translational Research Center (R.Z.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
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14
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Belov P, Jakimovski D, Krawiecki J, Magnano C, Hagemeier J, Pelizzari L, Weinstock-Guttman B, Zivadinov R. Lower Arterial Cross-Sectional Area of Carotid and Vertebral Arteries and Higher Frequency of Secondary Neck Vessels Are Associated with Multiple Sclerosis. AJNR Am J Neuroradiol 2018; 39:123-130. [PMID: 29217748 DOI: 10.3174/ajnr.a5469] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Accepted: 08/17/2017] [Indexed: 01/27/2023]
Abstract
BACKGROUND AND PURPOSE Arterial and neck vessel system characteristics of patients with multiple sclerosis have not been previously investigated. Therefore, the aim of this study was to examine the frequency of neck vessels and their cross-sectional areas (in square millimeters) between patients with MS and healthy controls. MATERIALS AND METHODS In this study, 193 patients with MS and 193 age- and sex-matched healthy controls underwent 2D TOF venography at 3T. The main arterial (carotid and vertebral), venous (internal jugular), and secondary neck vessels were examined at 4 separate cervical levels (C2/3, C4, C5/6, and C7/T1). The ANCOVA adjusted for age, body mass index, smoking status, hypertension, and heart disease was used to compare the differences between patients with MS and healthy controls. RESULTS After controlling for all confounding factors, patients with MS had significantly lower cross-sectional areas of the carotid arteries at the C2/3 (P = .03), C5/6 (P = .026), and C7/T1 (P = .005) levels as well as of the vertebral arteries at the C2/3 (P = .02), C4 (P = .012), and C7/T1 (P = .006) levels, compared with healthy controls. A higher frequency of secondary neck vessels was found at all 4 levels in patients with MS: C2/3 (12.9 versus 10, P < .001), C4 (9.1 versus 7.5, P < .001), C5/6 (7.8 versus 6.8, P = .012), and C7/T1 (8.8 versus 6, P < .001). The total cross-sectional areas of secondary neck vessels were also significantly higher at all 4 levels (P < .03). No significant differences in the cross-sectional areas of jugular veins were found between patients with MS and healthy controls. CONCLUSIONS Patients with MS showed lower cross-sectional areas of the carotid and vertebral arteries and a higher frequency of secondary neck vessels and their cross-sectional areas compared with healthy controls.
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Affiliation(s)
- P Belov
- From the Buffalo Neuroimaging Analysis Center, Department of Neurology (P.B., D.J., J.K., C.M., J.H., R.Z.)
| | - D Jakimovski
- From the Buffalo Neuroimaging Analysis Center, Department of Neurology (P.B., D.J., J.K., C.M., J.H., R.Z.)
| | - J Krawiecki
- From the Buffalo Neuroimaging Analysis Center, Department of Neurology (P.B., D.J., J.K., C.M., J.H., R.Z.)
| | - C Magnano
- From the Buffalo Neuroimaging Analysis Center, Department of Neurology (P.B., D.J., J.K., C.M., J.H., R.Z.)
| | - J Hagemeier
- From the Buffalo Neuroimaging Analysis Center, Department of Neurology (P.B., D.J., J.K., C.M., J.H., R.Z.)
| | - L Pelizzari
- Department of Electronics, Information and Bioengineering (L.P.), Politecnico di Milano, Milan, Italy
- Fondazione Don Carlo Gnocchi Organizzazione Non Lucrativa di Utilita' Sociae (L.P.), Milan, Italy
| | | | - R Zivadinov
- From the Buffalo Neuroimaging Analysis Center, Department of Neurology (P.B., D.J., J.K., C.M., J.H., R.Z.)
- Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York, Buffalo, New York
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15
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Zivadinov R, Bergsland N, Korn JR, Dwyer MG, Khan N, Medin J, Price JC, Weinstock-Guttman B, Silva D. Feasibility of Brain Atrophy Measurement in Clinical Routine without Prior Standardization of the MRI Protocol: Results from MS-MRIUS, a Longitudinal Observational, Multicenter Real-World Outcome Study in Patients with Relapsing-Remitting MS. AJNR Am J Neuroradiol 2017; 39:289-295. [PMID: 29170269 DOI: 10.3174/ajnr.a5442] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Accepted: 09/11/2017] [Indexed: 01/09/2023]
Abstract
BACKGROUND AND PURPOSE Feasibility of brain atrophy measurement in patients with MS in clinical routine, without prior standardization of the MRI protocol, is unknown. Our aim was to investigate the feasibility of brain atrophy measurement in patients with MS in clinical routine. MATERIALS AND METHODS Multiple Sclerosis and Clinical Outcome and MR Imaging in the United States (MS-MRIUS) is a multicenter (33 sites), retrospective study that included patients with relapsing-remitting MS who began treatment with fingolimod. Brain MR imaging examinations previously acquired at the baseline and follow-up periods on 1.5T or 3T scanners with no prior standardization were used, to resemble a real-world situation. Brain atrophy outcomes included the percentage brain volume change measured by structural image evaluation with normalization of atrophy on 2D-T1-weighted imaging and 3D-T1WI and the percentage lateral ventricle volume change, measured by VIENA on 2D-T1WI and 3D-T1WI and NeuroSTREAM on T2-fluid-attenuated inversion recovery examinations. RESULTS A total of 590 patients, followed for 16 months, were included. There were 585 (99.2%) T2-FLAIR, 425 (72%) 2D-T1WI, and 166 (28.2%) 3D-T1WI longitudinal pairs of examinations available. Excluding MR imaging examinations with scanner changes, the analyses were available on 388 (65.8%) patients on T2-FLAIR for the percentage lateral ventricle volume change, 259 and 257 (43.9% and 43.6%, respectively) on 2D-T1WI for the percentage brain volume change and the percentage lateral ventricle volume change, and 110 (18.6%) on 3D-T1WI for the percentage brain volume change and percentage lateral ventricle volume change. The median annualized percentage brain volume change was -0.31% on 2D-T1WI and -0.38% on 3D-T1WI. The median annualized percentage lateral ventricle volume change was 0.95% on 2D-T1WI, 1.47% on 3D-T1WI, and 0.90% on T2-FLAIR. CONCLUSIONS Brain atrophy was more readily assessed by estimating the percentage lateral ventricle volume change on T2-FLAIR compared with the percentage brain volume change or percentage lateral ventricle volume change using 2D- or 3D-T1WI in this observational retrospective study. Although measurement of the percentage brain volume change on 3D-T1WI remains the criterion standard and should be encouraged in future prospective studies, T2-FLAIR-derived percentage lateral ventricle volume change may be a more feasible surrogate when historical or other practical constraints limit the availability of percentage brain volume change on 3D-T1WI.
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Affiliation(s)
- R Zivadinov
- From the Department of Neurology (R.Z., N.B., M.G.D.), Buffalo Neuroimaging Analysis Center .,Translational Imaging Center at Clinical and Translational Science Institute (R.Z.), University of Buffalo, State University of New York, Buffalo, New York
| | - N Bergsland
- From the Department of Neurology (R.Z., N.B., M.G.D.), Buffalo Neuroimaging Analysis Center
| | - J R Korn
- QuintilesIMS (J.R.K.), Burlington, Massachusetts
| | - M G Dwyer
- From the Department of Neurology (R.Z., N.B., M.G.D.), Buffalo Neuroimaging Analysis Center
| | - N Khan
- QuintilesIMS (N.K., J.C.P.), Basel, Switzerland
| | - J Medin
- Novartis Pharmaceuticals AG (J.M., D.S.), Basel, Switzerland
| | - J C Price
- QuintilesIMS (N.K., J.C.P.), Basel, Switzerland
| | - B Weinstock-Guttman
- Department of Neurology (B.W.-G.), Jacobs Multiple Sclerosis Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
| | - D Silva
- Novartis Pharmaceuticals AG (J.M., D.S.), Basel, Switzerland
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Affiliation(s)
- Claire M. Modica
- Neuroscience Program, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
- Department of Neurology, Buffalo Neuroimaging Analysis Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Michelle L. Sudyn
- Neuroscience Program, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
- Department of Neurology, Buffalo Neuroimaging Analysis Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - R. Zivadinov
- Department of Neurology, Buffalo Neuroimaging Analysis Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
- MRI Clinical and Translational Research Center, University at Buffalo, Buffalo, NY, USA
| | - David R. Pawlowski
- Enviornment, Health, and Safety, University at Buffalo, Buffalo, NY, USA
- Department of Microbiology and Immunology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
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17
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Zivadinov R, Hojnacki D, Bergsland N, Kennedy C, Hagemeier J, Melia R, Ramasamy DP, Durfee J, Carl E, Dwyer MG, Weinstock-Guttman B. Effect of natalizumab on brain atrophy and disability progression in multiple sclerosis patients over 5 years. Eur J Neurol 2016; 23:1101-9. [DOI: 10.1111/ene.12992] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2015] [Accepted: 02/02/2016] [Indexed: 01/21/2023]
Affiliation(s)
- R. Zivadinov
- Department of Neurology; Buffalo Neuroimaging Analysis Center; University at Buffalo; State University of New York; Buffalo NY USA
- MR Imaging Clinical Translational Research Center; School of Medicine and Biomedical Sciences; University at Buffalo; State University of New York; Buffalo NY USA
| | - D. Hojnacki
- Jacobs MS Center; Department of Neurology; University at Buffalo; State University of New York; Buffalo NY USA
| | - N. Bergsland
- Department of Neurology; Buffalo Neuroimaging Analysis Center; University at Buffalo; State University of New York; Buffalo NY USA
- Magnetic Resonance Laboratory; IRCCS Don Gnocchi Foundation; Milan Italy
| | - C. Kennedy
- Department of Neurology; Buffalo Neuroimaging Analysis Center; University at Buffalo; State University of New York; Buffalo NY USA
| | - J. Hagemeier
- Department of Neurology; Buffalo Neuroimaging Analysis Center; University at Buffalo; State University of New York; Buffalo NY USA
| | - R. Melia
- Department of Neurology; Buffalo Neuroimaging Analysis Center; University at Buffalo; State University of New York; Buffalo NY USA
| | - D. P. Ramasamy
- Department of Neurology; Buffalo Neuroimaging Analysis Center; University at Buffalo; State University of New York; Buffalo NY USA
| | - J. Durfee
- Department of Neurology; Buffalo Neuroimaging Analysis Center; University at Buffalo; State University of New York; Buffalo NY USA
| | - E. Carl
- Department of Neurology; Buffalo Neuroimaging Analysis Center; University at Buffalo; State University of New York; Buffalo NY USA
| | - M. G. Dwyer
- Department of Neurology; Buffalo Neuroimaging Analysis Center; University at Buffalo; State University of New York; Buffalo NY USA
| | - B. Weinstock-Guttman
- Jacobs MS Center; Department of Neurology; University at Buffalo; State University of New York; Buffalo NY USA
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Zivadinov R, Raj B, Ramanathan M, Teter B, Durfee J, Dwyer MG, Bergsland N, Kolb C, Hojnacki D, Benedict RH, Weinstock-Guttman B. Autoimmune Comorbidities Are Associated with Brain Injury in Multiple Sclerosis. AJNR Am J Neuroradiol 2016; 37:1010-6. [PMID: 26892983 DOI: 10.3174/ajnr.a4681] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2015] [Accepted: 11/25/2015] [Indexed: 12/27/2022]
Abstract
BACKGROUND AND PURPOSE The effect of comorbidities on disease severity in MS has not been extensively characterized. We determined the association of comorbidities with MR imaging disease severity outcomes in MS. MATERIALS AND METHODS Demographic and clinical history of 9 autoimmune comorbidities confirmed by retrospective chart review and quantitative MR imaging data were obtained in 815 patients with MS. The patients were categorized on the basis of the presence/absence of total and specific comorbidities. We analyzed the MR imaging findings, adjusting for key covariates and correcting for multiple comparisons. RESULTS Two hundred forty-one (29.6%) study subjects presented with comorbidities. Thyroid disease had the highest frequency (n = 97, 11.9%), followed by asthma (n = 41, 5%), type 2 diabetes mellitus (n = 40, 4.9%), psoriasis (n = 33, 4%), and rheumatoid arthritis (n = 22, 2.7%). Patients with MS with comorbidities showed decreased whole-brain and cortical volumes (P < .001), gray matter volume and magnetization transfer ratio of normal-appearing brain tissue (P < .01), and magnetization transfer ratio of gray matter (P < .05). Psoriasis, thyroid disease, and type 2 diabetes mellitus comorbidities were associated with decreased whole-brain, cortical, and gray matter volumes (P < .05). Psoriasis was associated with a decreased magnetization transfer ratio of normal-appearing brain tissue (P < .05), while type 2 diabetes mellitus was associated with increased mean diffusivity (P < .01). CONCLUSIONS The presence of comorbidities in patients with MS is associated with brain injury on MR imaging. Psoriasis, thyroid disease, and type 2 diabetes mellitus comorbidities were associated with more severe nonconventional MR imaging outcomes.
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Affiliation(s)
- R Zivadinov
- From the, Department of Neurology (R.Z., B.R., J.D., M.G.D., N.B.), Buffalo Neuroimaging Analysis Center MR Imaging Clinical Translational Research Center (R.Z.)
| | - B Raj
- From the, Department of Neurology (R.Z., B.R., J.D., M.G.D., N.B.), Buffalo Neuroimaging Analysis Center
| | - M Ramanathan
- Department of Pharmaceutical Sciences (M.R.), School of Medicine and Biomedical Sciences, State University of New York, Buffalo, New York
| | - B Teter
- Department of Neurology (B.T., C.K., D.H., R.H.B., B.W.-G.), Jacobs MS Center, University at Buffalo, State University of New York, Buffalo, New York
| | - J Durfee
- From the, Department of Neurology (R.Z., B.R., J.D., M.G.D., N.B.), Buffalo Neuroimaging Analysis Center
| | - M G Dwyer
- From the, Department of Neurology (R.Z., B.R., J.D., M.G.D., N.B.), Buffalo Neuroimaging Analysis Center
| | - N Bergsland
- From the, Department of Neurology (R.Z., B.R., J.D., M.G.D., N.B.), Buffalo Neuroimaging Analysis Center Magnetic Resonance Laboratory (N.B.), IRCCS Don Gnocchi Foundation, Milan, Italy
| | - C Kolb
- Department of Neurology (B.T., C.K., D.H., R.H.B., B.W.-G.), Jacobs MS Center, University at Buffalo, State University of New York, Buffalo, New York
| | - D Hojnacki
- Department of Neurology (B.T., C.K., D.H., R.H.B., B.W.-G.), Jacobs MS Center, University at Buffalo, State University of New York, Buffalo, New York
| | - R H Benedict
- Department of Neurology (B.T., C.K., D.H., R.H.B., B.W.-G.), Jacobs MS Center, University at Buffalo, State University of New York, Buffalo, New York
| | - B Weinstock-Guttman
- Department of Neurology (B.T., C.K., D.H., R.H.B., B.W.-G.), Jacobs MS Center, University at Buffalo, State University of New York, Buffalo, New York
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Alexander JS, Chervenak R, Weinstock-Guttman B, Tsunoda I, Ramanathan M, Martinez N, Omura S, Sato F, Chaitanya GV, Minagar A, McGee J, Jennings MH, Monceaux C, Becker F, Cvek U, Trutschl M, Zivadinov R. Blood circulating microparticle species in relapsing-remitting and secondary progressive multiple sclerosis. A case-control, cross sectional study with conventional MRI and advanced iron content imaging outcomes. J Neurol Sci 2015; 355:84-9. [PMID: 26073484 DOI: 10.1016/j.jns.2015.05.027] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2014] [Revised: 05/12/2015] [Accepted: 05/20/2015] [Indexed: 02/08/2023]
Abstract
BACKGROUND Although multiple sclerosis (MS) is thought to represent an excessive and inappropriate immune response to several central nervous system (CNS) autoantigens, increasing evidence also suggests that MS may also be a neurovascular inflammatory disease, characterized by endothelial activation and shedding of cell membrane microdomains known as 'microparticles' into the circulation. OBJECTIVE To investigate the relationships between these endothelial biomarkers and MS. METHODS We examined the relative abundance of CD31(+)/PECAM-1, CD51(+)CD61(+) (αV-β3) and CD54(+) (ICAM-1) bearing microparticles in sera of healthy individuals, patients with relapsing-remitting MS, and secondary-progressive MS. We also investigated the correlation among circulating levels of different microparticle species in MS with conventional MRI (T2- and T1-lesion volumes and brain atrophy), as well as novel MR modalities [assessment of iron content on susceptibility-weighted imaging (SWI)-filtered phase]. RESULTS Differences in circulating microparticle levels were found among MS groups, and several microparticle species (CD31(+)/CD51(+)/CD61(+)/CD54(+)) were found to correlate with conventional MRI and SWI features of MS. CONCLUSION These results indicate that circulating microparticles' profiles in MS may support mechanistic roles for microvascular stress and injury which is an underlying contributor not only to MS initiation and progression, but also to pro-inflammatory responses.
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Affiliation(s)
- J S Alexander
- Department of Molecular and Cellular Physiology, Louisiana State University Health-Shreveport, LA, USA
| | - R Chervenak
- Department Microbiology & Immunology, Center for Molecular and Tumor Virology, Louisiana State University Health-Shreveport, LA, USA
| | - B Weinstock-Guttman
- The Jacobs Neurological Institute, Department of Neurology, University of Buffalo, Buffalo, NY, USA
| | - I Tsunoda
- Department Microbiology & Immunology, Center for Molecular and Tumor Virology, Louisiana State University Health-Shreveport, LA, USA
| | - M Ramanathan
- Department of Pharmaceutical Sciences, State University of New York, Buffalo, NY, USA
| | - N Martinez
- Department Microbiology & Immunology, Center for Molecular and Tumor Virology, Louisiana State University Health-Shreveport, LA, USA
| | - S Omura
- Department Microbiology & Immunology, Center for Molecular and Tumor Virology, Louisiana State University Health-Shreveport, LA, USA
| | - F Sato
- Department Microbiology & Immunology, Center for Molecular and Tumor Virology, Louisiana State University Health-Shreveport, LA, USA
| | - G V Chaitanya
- Department of Molecular and Cellular Physiology, Louisiana State University Health-Shreveport, LA, USA
| | - A Minagar
- Department of Neurology, Louisiana State University Health-Shreveport, LA, USA.
| | - J McGee
- Department of Neurology, Louisiana State University Health-Shreveport, LA, USA
| | - M H Jennings
- Department of Molecular and Cellular Physiology, Louisiana State University Health-Shreveport, LA, USA
| | - C Monceaux
- Department of Molecular and Cellular Physiology, Louisiana State University Health-Shreveport, LA, USA
| | - F Becker
- Department of Molecular and Cellular Physiology, Louisiana State University Health-Shreveport, LA, USA; Department for General and Visceral Surgery, Muenster, Germany
| | - U Cvek
- Computer Sciences Department, Louisiana State University-Shreveport, LA, USA
| | - M Trutschl
- Computer Sciences Department, Louisiana State University-Shreveport, LA, USA
| | - R Zivadinov
- The Jacobs Neurological Institute, Department of Neurology, University of Buffalo, Buffalo, NY, USA; Buffalo Neuroimaging Analysis Center, Department of Neurology, University of Buffalo, Buffalo, NY, USA
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Varosanec M, Uher T, Horakova D, Hagemeier J, Bergsland N, Tyblova M, Seidl Z, Vaneckova M, Krasensky J, Dwyer MG, Havrdova E, Zivadinov R. Longitudinal Mixed-Effect Model Analysis of the Association between Global and Tissue-Specific Brain Atrophy and Lesion Accumulation in Patients with Clinically Isolated Syndrome. AJNR Am J Neuroradiol 2015; 36:1457-64. [PMID: 26113068 DOI: 10.3174/ajnr.a4330] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2014] [Accepted: 12/26/2014] [Indexed: 01/09/2023]
Abstract
BACKGROUND AND PURPOSE The relationship between lesion formation and brain atrophy development in the early phase of multiple sclerosis is unclear. We investigated the association between new lesion accumulation and brain atrophy progression in patients with clinically isolated syndrome over 48 months. MATERIALS AND METHODS Patients with clinically isolated syndrome (n = 210) were evaluated with 1.5T MR imaging at baseline and at 6, 12, 24, 36, and 48 months as part of a multicenter observational study of early administration of intramuscular interferon β-1a. Mixed-effect model analyses, adjusted for age, sex, and treatment status, investigated the association between accumulation of contrast-enhancing and T2 lesions and brain-volume percent changes in a 48-month period. RESULTS In patients with clinically isolated syndrome, the average whole-brain volume decreased 2.5%, the mean lateral ventricle volume increased 16.9%, and a mean of 7.7 new/enlarging T2 lesions accumulated over the follow-up period. Patients with clinically isolated syndrome who showed greater percentages of change in whole-brain, white and gray matter, cortical, and lateral ventricle volumes over the follow-up period had more severe lesion outcomes at baseline (all P < .007). There were significant associations between decreased individual brain-volume measures at baseline and greater percentages of change during follow-up (P < .05). We found a significant association between the total cumulative number of new/enlarging T2 lesions and the evolution of whole-brain (P < .001), lateral ventricle (P = .007), gray matter and thalamic (P = .013), subcortical deep gray matter (P = .015), and cortical (P = .036) volumes over the follow-up period. CONCLUSIONS Lesion accumulation and brain-volume changes occur simultaneously in the early phase of clinically isolated syndrome. More severe lesion and brain-volume outcomes at baseline were associated with greater development of brain atrophy over the follow-up period in patients with clinically isolated syndrome.
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Affiliation(s)
- M Varosanec
- From the Buffalo Neuroimaging Analysis Center (M.V., T.U., J.H., N.B., M.G.D., R.Z.), Department of Neurology, University at Buffalo SUNY, Buffalo, New York
| | - T Uher
- From the Buffalo Neuroimaging Analysis Center (M.V., T.U., J.H., N.B., M.G.D., R.Z.), Department of Neurology, University at Buffalo SUNY, Buffalo, New York Department of Neurology and Center of Clinical Neuroscience (T.U., D.H., M.T., E.H.)
| | - D Horakova
- Department of Neurology and Center of Clinical Neuroscience (T.U., D.H., M.T., E.H.)
| | - J Hagemeier
- From the Buffalo Neuroimaging Analysis Center (M.V., T.U., J.H., N.B., M.G.D., R.Z.), Department of Neurology, University at Buffalo SUNY, Buffalo, New York
| | - N Bergsland
- From the Buffalo Neuroimaging Analysis Center (M.V., T.U., J.H., N.B., M.G.D., R.Z.), Department of Neurology, University at Buffalo SUNY, Buffalo, New York IRCCS "Santa Maria Nascente" (N.B.), Don Gnocchi Foundation, Milan, Italy
| | - M Tyblova
- Department of Neurology and Center of Clinical Neuroscience (T.U., D.H., M.T., E.H.)
| | - Z Seidl
- Department of Radiology (Z.S., M.V., J.K.), Charles University in Prague, First Faculty of Medicine and General University Hospital, Prague, Czech Republic
| | - M Vaneckova
- Department of Radiology (Z.S., M.V., J.K.), Charles University in Prague, First Faculty of Medicine and General University Hospital, Prague, Czech Republic
| | - J Krasensky
- Department of Radiology (Z.S., M.V., J.K.), Charles University in Prague, First Faculty of Medicine and General University Hospital, Prague, Czech Republic
| | - M G Dwyer
- From the Buffalo Neuroimaging Analysis Center (M.V., T.U., J.H., N.B., M.G.D., R.Z.), Department of Neurology, University at Buffalo SUNY, Buffalo, New York
| | - E Havrdova
- Department of Neurology and Center of Clinical Neuroscience (T.U., D.H., M.T., E.H.)
| | - R Zivadinov
- From the Buffalo Neuroimaging Analysis Center (M.V., T.U., J.H., N.B., M.G.D., R.Z.), Department of Neurology, University at Buffalo SUNY, Buffalo, New York
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21
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Cesar B, Dwyer MG, Shucard JL, Polak P, Bergsland N, Benedict RHB, Weinstock-Guttman B, Shucard DW, Zivadinov R. Cognitive and White Matter Tract Differences in MS and Diffuse Neuropsychiatric Systemic Lupus Erythematosus. AJNR Am J Neuroradiol 2015; 36:1874-83. [PMID: 26066628 DOI: 10.3174/ajnr.a4354] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2014] [Accepted: 02/13/2015] [Indexed: 01/19/2023]
Abstract
BACKGROUND AND PURPOSE Multiple sclerosis and neuropsychiatric systemic lupus erythematosus are autoimmune diseases with similar CNS inflammatory and neurodegenerative characteristics. Our aim was to investigate white matter tract changes and their association with cognitive function in patients with MS and those with neuropsychiatric systemic lupus erythematosus compared with healthy controls by using diffusion tensor imaging. MATERIALS AND METHODS Thirty patients with relapsing-remitting MS and 23 patients with neuropsychiatric systemic lupus erythematosus matched for disease severity and duration and 43 healthy controls were scanned with 3T MR imaging. The DTI was postprocessed, corrected for lesions, and analyzed with tract-based spatial statistics. Cognitive assessment included examination of processing speed; visual, auditory/verbal, and visual-spatial memory; and sustained attention and executive function. Differences were considered significant at P < .05. RESULTS Tract-based spatial statistics analysis revealed significantly decreased fractional anisotropy and increased mean diffusivity in patients with MS compared with healthy controls, decreased fractional anisotropy in patients with MS compared with those with neuropsychiatric systemic lupus erythematosus, and an increased mean diffusivity in patients with neuropsychiatric systemic lupus erythematosus compared with healthy controls. Patients with MS showed decreased fractional anisotropy throughout central WM pathways, including the corpus callosum and the inferior longitudinal and fronto-occipital fasciculi compared with those with neuropsychiatric systemic lupus erythematosus. Altered cognitive scores in patients with MS were significantly associated with decreased fractional anisotropy and increased mean diffusivity in all examined domains, while in patients with diffuse neuropsychiatric systemic lupus erythematosus, only decreased fractional anisotropy in the superior WM pathways showed significant association with executive function. CONCLUSIONS Patients with MS and neuropsychiatric systemic lupus erythematosus showed widespread WM tract alterations outside overt lesions, though more severe changes were identified in patients with MS. The WM tract changes were associated with cognitive dysfunction in all explored domains only in patients with MS.
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Affiliation(s)
- B Cesar
- From the Buffalo Neuroimaging Analysis Center, Department of Neurology (B.C., M.G.D., P.P., N.B., R.Z.) Division of Cognitive and Behavioral Neurosciences (B.C., J.L.S., D.W.S.)
| | - M G Dwyer
- From the Buffalo Neuroimaging Analysis Center, Department of Neurology (B.C., M.G.D., P.P., N.B., R.Z.) Department of Neurology (M.G.D., J.L.S., R.H.B.B., B.W.-G., D.W.S.)
| | - J L Shucard
- Department of Neurology (M.G.D., J.L.S., R.H.B.B., B.W.-G., D.W.S.) Division of Cognitive and Behavioral Neurosciences (B.C., J.L.S., D.W.S.) Neuroscience Program (J.L.S., D.W.S.)
| | - P Polak
- From the Buffalo Neuroimaging Analysis Center, Department of Neurology (B.C., M.G.D., P.P., N.B., R.Z.)
| | - N Bergsland
- From the Buffalo Neuroimaging Analysis Center, Department of Neurology (B.C., M.G.D., P.P., N.B., R.Z.) Magnetic Resonance Laboratory (N.B.), IRCCS Don Gnocchi Foundation, Milan, Italy
| | - R H B Benedict
- Department of Neurology (M.G.D., J.L.S., R.H.B.B., B.W.-G., D.W.S.)
| | | | - D W Shucard
- Department of Neurology (M.G.D., J.L.S., R.H.B.B., B.W.-G., D.W.S.) Division of Cognitive and Behavioral Neurosciences (B.C., J.L.S., D.W.S.) Neuroscience Program (J.L.S., D.W.S.)
| | - R Zivadinov
- From the Buffalo Neuroimaging Analysis Center, Department of Neurology (B.C., M.G.D., P.P., N.B., R.Z.) MRI Clinical Translational Research Center (R.Z.), School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
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Uher T, Horakova D, Kalincik T, Bergsland N, Tyblova M, Ramasamy DP, Seidl Z, Vaneckova M, Krasensky J, Havrdova E, Zivadinov R. Early magnetic resonance imaging predictors of clinical progression after 48 months in clinically isolated syndrome patients treated with intramuscular interferon β-1a. Eur J Neurol 2015; 22:1113-23. [PMID: 25904020 DOI: 10.1111/ene.12716] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Accepted: 02/26/2015] [Indexed: 11/29/2022]
Abstract
BACKGROUND AND PURPOSE Our aim was to identify early imaging surrogate markers of clinical progression in patients after the first demyelinating event suggestive of multiple sclerosis treated with weekly intramuscular interferon β-1a. In a prospective observational study, the predictive role of baseline and 6-month changes in magnetic resonance imaging outcomes was investigated with respect to relapse activity and development of confirmed disability progression in patients after 48 months. METHODS This study examined 210 patients. Multivariate Cox proportional hazard models were used to analyse predictors of relapse activity and confirmed disability progression after 48 months. RESULTS Greater T2 lesion volume [hazard ratio (HR) 1.81; P = 0.005] and the presence of contrast-enhancing lesions (HR 2.13; P < 0.001) at baseline were significantly associated with increased cumulative risk of a second clinical attack over 48 months. A greater decrease of the corpus callosum volume (HR 2.74; P = 0.001) and greater lateral ventricle volume enlargement (HR 2.43; P = 0.002) at 6 months relative to baseline were associated with increased cumulative risk of a second clinical attack between months 6 and 48. In addition, increased risk of confirmed disability progression over 48 months in patients with greater lateral ventricle volume enlargement between baseline and 6 months (HR 4.70; P = 0.001) was detected. CONCLUSIONS A greater T2 lesion volume, the presence of contrast-enhancing lesions at baseline, decrease of corpus callosum volume and lateral ventricle volume enlargement over the first 6 months in patients after the first demyelinating event treated with weekly intramuscular interferon β-1a may assist in identification of patients with the highest risk of a second clinical attack and progression of disability.
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Affiliation(s)
- T Uher
- Department of Neurology and Center of Clinical Neuroscience, Charles University in Prague, First Faculty of Medicine and General University Hospital, Prague, Czech Republic.,Department of Neurology, Buffalo Neuroimaging Analysis Center, School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - D Horakova
- Department of Neurology and Center of Clinical Neuroscience, Charles University in Prague, First Faculty of Medicine and General University Hospital, Prague, Czech Republic
| | - T Kalincik
- Department of Medicine, Melbourne Brain Centre, University of Melbourne, Melbourne, Australia.,Department of Neurology, Royal Melbourne Hospital, Melbourne, Australia
| | - N Bergsland
- Department of Neurology, Buffalo Neuroimaging Analysis Center, School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA.,IRCCS 'S. Maria Nascente', Don Gnocchi Foundation, Milan, Italy
| | - M Tyblova
- Department of Neurology and Center of Clinical Neuroscience, Charles University in Prague, First Faculty of Medicine and General University Hospital, Prague, Czech Republic
| | - D P Ramasamy
- Department of Neurology, Buffalo Neuroimaging Analysis Center, School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Z Seidl
- Department of Radiology, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic
| | - M Vaneckova
- Department of Radiology, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic
| | - J Krasensky
- Department of Radiology, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic
| | - E Havrdova
- Department of Neurology and Center of Clinical Neuroscience, Charles University in Prague, First Faculty of Medicine and General University Hospital, Prague, Czech Republic
| | - R Zivadinov
- Department of Neurology, Buffalo Neuroimaging Analysis Center, School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA.,MR Imaging Clinical Translational Research Center, School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
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Hagemeier J, Heininen-Brown M, Gabelic T, Guttuso T, Silvestri N, Lichter D, Fugoso LE, Bergsland N, Carl E, Geurts JJG, Weinstock-Guttman B, Zivadinov R. Phase white matter signal abnormalities in patients with clinically isolated syndrome and other neurologic disorders. AJNR Am J Neuroradiol 2014; 35:1916-23. [PMID: 24874536 DOI: 10.3174/ajnr.a3969] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND AND PURPOSE Identifying MRI biomarkers that can differentiate multiple sclerosis patients from other neurological disorders is a subject of intense research. Our aim was to investigate phase WM signal abnormalities for their presence, prevalence, location, and diagnostic value among patients with clinically isolated syndrome and other neurologic disorders and age-, sex-, and group-matched healthy controls. MATERIALS AND METHODS Forty-eight patients with clinically isolated syndrome and 30 patients with other neurologic diseases and a healthy control group (n = 47) were included in the study. Subjects were scanned at 3T by using SWI-filtered phase and T2WI, with WM signal abnormalities ≥3 mm being classified. RESULTS Patients with clinically isolated syndrome had significantly more phase and T2 WM signal abnormalities than healthy controls (P < .001). Phase WM signal abnormalities were more prevalent among patients with clinically isolated syndrome compared with patients with other neurologic disorders (4:1 ratio), whereas T2 WM signal abnormalities were more ubiquitous with a 2:1 ratio. The presence of phase WM signal abnormalities was sensitive for clinically isolated syndrome (70.8%) and achieved a moderate-to-high specificity for differentiating patients with clinically isolated syndrome and healthy controls, patients with other neurologic disorders, and patients with other neurologic disorders of other autoimmune origin (specificity, 70%-76.7%). Combining the presence of ≥2 phase lesions with the McDonald 2005 and 2010 criteria for dissemination in space improved the specificity (90%), but not the accuracy, in differentiating patients with clinically isolated syndrome from those with other neurologic disorders. In subanalyses among patients with clinically isolated syndrome who converted to clinically definite multiple sclerosis versus those who did not within a 3-year follow-up period, converters had significantly more phase (P = .008) but not T2 or T1 WM signal abnormalities. CONCLUSIONS Phase WM signal abnormalities are prevalent among patients with clinically isolated syndrome. The presence of (multiple) phase WM signal abnormalities tended to be more predictive of conversion to clinically definite multiple sclerosis and was specific in differentiating patients with clinically isolated syndrome and other neurologic disorders, compared with T2 WM signal abnormalities; however, the accuracy remains similar to that of the current McDonald criteria.
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Affiliation(s)
- J Hagemeier
- From the Buffalo Neuroimaging Analysis Center (J.H., M.H.-B., T. Gabelic, N.B., E.C., R.Z.)
| | - M Heininen-Brown
- From the Buffalo Neuroimaging Analysis Center (J.H., M.H.-B., T. Gabelic, N.B., E.C., R.Z.)
| | - T Gabelic
- From the Buffalo Neuroimaging Analysis Center (J.H., M.H.-B., T. Gabelic, N.B., E.C., R.Z.) Department of Neurology (T. Gabelic), Referral Centre for Demyelinating Disease of the Central Nervous System, University Hospital Centre Zagreb, Zagreb, Croatia
| | - T Guttuso
- Baird MS Center (T. Guttuso, N.S., D.L., L.E.F., B.W.-G., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York
| | - N Silvestri
- Baird MS Center (T. Guttuso, N.S., D.L., L.E.F., B.W.-G., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York
| | - D Lichter
- Baird MS Center (T. Guttuso, N.S., D.L., L.E.F., B.W.-G., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York
| | - L E Fugoso
- Baird MS Center (T. Guttuso, N.S., D.L., L.E.F., B.W.-G., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York
| | - N Bergsland
- From the Buffalo Neuroimaging Analysis Center (J.H., M.H.-B., T. Gabelic, N.B., E.C., R.Z.) Istituto Di Ricovero e Cura a Carattere Scientifico (N.B.), Don Gnocchi Foundation, Milan, Italy
| | - E Carl
- From the Buffalo Neuroimaging Analysis Center (J.H., M.H.-B., T. Gabelic, N.B., E.C., R.Z.)
| | - J J G Geurts
- Department of Anatomy and Neurosciences (J.J.G.G.), Section of Clinical Neuroscience, VU University Medical Center, Amsterdam, the Netherlands
| | - B Weinstock-Guttman
- Baird MS Center (T. Guttuso, N.S., D.L., L.E.F., B.W.-G., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York
| | - R Zivadinov
- From the Buffalo Neuroimaging Analysis Center (J.H., M.H.-B., T. Gabelic, N.B., E.C., R.Z.) Baird MS Center (T. Guttuso, N.S., D.L., L.E.F., B.W.-G., R.Z.), Department of Neurology, University at Buffalo, Buffalo, New York
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Abstract
Myelitis and optic neuritis are prototypic clinical presentations of both multiple sclerosis and neuromyelitis optica. Once considered a subtype of multiple sclerosis, neuromyelitis optica, is now known to have a discrete pathogenesis in which antibodies to the water channel, aquaporin 4, play a critical role. Timely differentiation of neuromyelitis optica from MS is imperative, determining both prognosis and treatment strategy. Early, aggressive immunosuppression is required to prevent the accrual of severe disability in neuromyelitis optica; conversely, MS-specific therapies may exacerbate the disease. The diagnosis of neuromyelitis optica requires the integration of clinical, MR imaging, and laboratory data, but current criteria are insensitive and exclude patients with limited clinical syndromes. Failure to recognize the expanding spectrum of cerebral MR imaging patterns associated with aquaporin 4 antibody seropositivity adds to diagnostic uncertainty in some patients. We present the state of the art in conventional and nonconventional MR imaging in neuromyelitis optica and review the place of neuroimaging in the diagnosis, management, and research of the condition.
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Affiliation(s)
- Y Barnett
- From the Sydney Neuroimaging Analysis Centre (Y.B., M.H.B.), Sydney, AustraliaBrain and Mind Research Institute (Y.B., M.G., L.M., M.H.B.), University of Sydney, Sydney, AustraliaDepartment of Medical Imaging and Neurology (Y.B., I.J.S.), St Vincent's Hospital, Sydney, Australia
| | - I J Sutton
- Department of Medical Imaging and Neurology (Y.B., I.J.S.), St Vincent's Hospital, Sydney, Australia
| | - M Ghadiri
- Brain and Mind Research Institute (Y.B., M.G., L.M., M.H.B.), University of Sydney, Sydney, Australia
| | - L Masters
- Brain and Mind Research Institute (Y.B., M.G., L.M., M.H.B.), University of Sydney, Sydney, Australia
| | - R Zivadinov
- Buffalo Neuroimaging Analysis Center (R.Z.), Department of Neurology, University of Buffalo, Buffalo, New York
| | - M H Barnett
- From the Sydney Neuroimaging Analysis Centre (Y.B., M.H.B.), Sydney, AustraliaBrain and Mind Research Institute (Y.B., M.G., L.M., M.H.B.), University of Sydney, Sydney, Australia
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25
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Mak E, Bergsland N, Dwyer MG, Zivadinov R, Kandiah N. Subcortical atrophy is associated with cognitive impairment in mild Parkinson disease: a combined investigation of volumetric changes, cortical thickness, and vertex-based shape analysis. AJNR Am J Neuroradiol 2014; 35:2257-64. [PMID: 25082821 DOI: 10.3174/ajnr.a4055] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
BACKGROUND AND PURPOSE The involvement of subcortical deep gray matter and cortical thinning associated with mild Parkinson disease remains poorly understood. We assessed cortical thickness and subcortical volumes in patients with Parkinson disease without dementia and evaluated their associations with cognitive dysfunction. MATERIALS AND METHODS The study included 90 patients with mild Parkinson disease without dementia. Neuropsychological assessments classified the sample into patients with mild cognitive impairment (n = 25) and patients without cognitive impairment (n = 65). Volumetric data for subcortical structures were obtained by using the FMRIB Integrated Registration and Segmentation Tool while whole-brain, gray and white matter volumes were estimated by using Structural Image Evaluation, with Normalization of Atrophy. Vertex-based shape analyses were performed to investigate shape differences in subcortical structures. Vertex-wise group differences in cortical thickness were also assessed. Volumetric comparisons between Parkinson disease with mild cognitive impairment and Parkinson disease with no cognitive impairment were performed by using ANCOVA. Associations of subcortical structures with both cognitive function and disease severity were assessed by using linear regression models. RESULTS Compared with Parkinson disease with no cognitive impairment, Parkinson disease with mild cognitive impairment demonstrated reduced volumes of the thalamus (P = .03) and the nucleus accumbens (P = .04). Significant associations were found for the nucleus accumbens and putamen with performances on the attention/working memory domains (P < .05) and nucleus accumbens and language domains (P = .04). The 2 groups did not differ in measures of subcortical shape or in cortical thickness. CONCLUSIONS Patients with Parkinson disease with mild cognitive impairment demonstrated reduced subcortical volumes, which were associated with cognitive deficits. The thalamus, nucleus accumbens, and putamen may serve as potential biomarkers for Parkinson disease-mild cognitive impairment.
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Affiliation(s)
- E Mak
- From the Department of Neurology (E.M., N.B., M.G.D., R.Z.), Buffalo Neuroimaging Analysis Center Department of Neurology (E.M., N.K.), National Neuroscience Institute, Singapore
| | - N Bergsland
- From the Department of Neurology (E.M., N.B., M.G.D., R.Z.), Buffalo Neuroimaging Analysis Center Istituto de Ricovero e Cura a Carattere Scientifico "S. Maria Nascente," Don Gnocchi Foundation (N.B.), Milan, Italy
| | - M G Dwyer
- From the Department of Neurology (E.M., N.B., M.G.D., R.Z.), Buffalo Neuroimaging Analysis Center
| | - R Zivadinov
- From the Department of Neurology (E.M., N.B., M.G.D., R.Z.), Buffalo Neuroimaging Analysis Center MR Imaging Clinical Translational Research Center (R.Z.), School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, New York
| | - N Kandiah
- Department of Neurology (E.M., N.K.), National Neuroscience Institute, Singapore
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Modica CM, Zivadinov R, Dwyer MG, Bergsland N, Weeks AR, Benedict RHB. Iron and volume in the deep gray matter: association with cognitive impairment in multiple sclerosis. AJNR Am J Neuroradiol 2014; 36:57-62. [PMID: 24948507 DOI: 10.3174/ajnr.a3998] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE There is a well-established correlation between deep gray matter atrophy and cognitive dysfunction in MS. However, the cause of these signs of neurodegeneration is poorly understood. Iron accumulation in the deep gray matter is higher in patients with MS compared with age- and sex-matched healthy controls, and could contribute to disease progression. Our objective was to evaluate the relationship between iron and cognition in several deep gray matter structures while accounting for the influence of volume loss. MATERIALS AND METHODS Eighty-five patients with MS and 27 healthy volunteers underwent 3T MR imaging and neuropsychological examination. We used SWI filtered phase to analyze the mean phase of low-phase voxels, indicative of abnormal iron accumulation. RESULTS Correlations between mean phase of low-phase voxels and cognitive tests were found in the caudate nucleus (r = 0.240 and 0.232), putamen (r = 0.368, 0.252, and 0.238), globus pallidus (r = 0.235), and pulvinar nucleus of thalamus (r = 0.244, 0.255, and 0.251) (P < .05). However, correlations between structure volume and cognition were more robust. Furthermore, the introduction of structure volume into hierarchical regression analyses after iron metrics significantly improved most models, and mean phase of low-phase voxels did not account for significant variance after volume. CONCLUSIONS These findings suggest that iron accumulation plays a significant, if minor, role in MS cognitive decline.
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Affiliation(s)
- C M Modica
- From the Neuroscience Program (C.M.M.) Buffalo Neuroimaging Analysis Center (C.M.M., R.Z., M.G.D., N.B., R.H.B.B.)
| | - R Zivadinov
- Buffalo Neuroimaging Analysis Center (C.M.M., R.Z., M.G.D., N.B., R.H.B.B.) MR Imaging Clinical Translational Research Center (R.Z.) Department of Neurology (R.Z., R.H.B.B.), School of Medicine and Biomedical Sciences
| | - M G Dwyer
- Buffalo Neuroimaging Analysis Center (C.M.M., R.Z., M.G.D., N.B., R.H.B.B.)
| | - N Bergsland
- Buffalo Neuroimaging Analysis Center (C.M.M., R.Z., M.G.D., N.B., R.H.B.B.) IRCCS (N.B.), "S. Maria Nascente," Don Gnocchi Foundation, Milan, Italy
| | - A R Weeks
- School of Public Health and Health Professions (A.R.W.), University at Buffalo, State University of New York, Buffalo, New York
| | - R H B Benedict
- Buffalo Neuroimaging Analysis Center (C.M.M., R.Z., M.G.D., N.B., R.H.B.B.) Department of Neurology (R.Z., R.H.B.B.), School of Medicine and Biomedical Sciences
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Zivadinov R, Bergsland N, Cappellani R, Hagemeier J, Melia R, Carl E, Dwyer MG, Lincoff N, Weinstock-Guttman B, Ramanathan M. Retinal nerve fiber layer thickness and thalamus pathology in multiple sclerosis patients. Eur J Neurol 2014; 21:1137-e61. [DOI: 10.1111/ene.12449] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2013] [Accepted: 03/17/2014] [Indexed: 01/06/2023]
Affiliation(s)
- R. Zivadinov
- Buffalo Neuroimaging Analysis Center; Department of Neurology; State University of New York; Buffalo NY USA
- Department of Neurology; State University of New York; Buffalo NY USA
| | - N. Bergsland
- Buffalo Neuroimaging Analysis Center; Department of Neurology; State University of New York; Buffalo NY USA
- Magnetic Resonance Laboratory; IRCCS Don Gnocchi Foundation; Milan Italy
| | - R. Cappellani
- Buffalo Neuroimaging Analysis Center; Department of Neurology; State University of New York; Buffalo NY USA
| | - J. Hagemeier
- Buffalo Neuroimaging Analysis Center; Department of Neurology; State University of New York; Buffalo NY USA
| | - R. Melia
- Buffalo Neuroimaging Analysis Center; Department of Neurology; State University of New York; Buffalo NY USA
| | - E. Carl
- Buffalo Neuroimaging Analysis Center; Department of Neurology; State University of New York; Buffalo NY USA
| | - M. G. Dwyer
- Buffalo Neuroimaging Analysis Center; Department of Neurology; State University of New York; Buffalo NY USA
| | - N. Lincoff
- Department of Neurology; State University of New York; Buffalo NY USA
| | | | - M. Ramanathan
- Department of Neurology; State University of New York; Buffalo NY USA
- Department of Pharmaceutical Sciences; State University of New York; Buffalo NY USA
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28
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Gabelic T, Ramasamy DP, Weinstock-Guttman B, Hagemeier J, Kennedy C, Melia R, Hojnacki D, Ramanathan M, Zivadinov R. Prevalence of radiologically isolated syndrome and white matter signal abnormalities in healthy relatives of patients with multiple sclerosis. AJNR Am J Neuroradiol 2014; 35:106-12. [PMID: 23886745 PMCID: PMC7966501 DOI: 10.3174/ajnr.a3653] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2013] [Accepted: 04/19/2013] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE The exact prevalence of WM signal abnormalities in healthy relatives of MS patients and their impact on disease development has not been fully elucidated. The purpose of this study was to compare WM signal abnormality characteristics and the prevalence of radiologically isolated syndrome in healthy control subjects selected randomly from the population with the healthy relatives of patients with MS. MATERIALS AND METHODS Healthy control subjects (n = 150) underwent physical and 3T MR imaging examinations. Healthy control subjects were classified as non-familial healthy control subjects (n = 82) if they had no family history of MS or as healthy relatives of patients with MS (n = 68) if they had ≥1 relative affected with MS. The presence of radiologically isolated syndrome was evaluated according to the Okuda criteria; dissemination in space on MR imaging and fulfillment of radiologically isolated syndrome criteria were also evaluated according to Swanton criteria. RESULTS There was a significantly higher total volume of WM signal abnormality in the healthy relatives of patients with MS compared with the non-familial healthy control subjects (P = .024 for signal abnormality ≥3 mm in size and P = .025 for all sizes). Periventricular localization and the number of lesions in all groups (P = .034 and P = .043) were significantly higher in the healthy relatives of patients with MS; 8.8% of the healthy relatives of patients with MS and 4.9% of non-familial healthy control subjects showed ≥9 WM signal abnormalities; 2.9% of subjects in the healthy relatives of patients with MS group and 2.4% of non-familial healthy control subjects fulfilled radiologically isolated syndrome according to the Okuda criteria, whereas 10.3% and 3.7% of subjects fulfilled radiologically isolated syndrome according to the Swanton criteria. In the healthy relatives of patients with MS, smoking was associated with the presence of WM signal abnormalities, whereas obesity was related to the presence of ≥9 WM signal abnormalities and to fulfillment of radiologically isolated syndrome according to the Swanton criteria. CONCLUSIONS The frequency of WM signal abnormalities and radiologically isolated syndrome is higher in the healthy relatives of patients with multiple sclerosis patients compared with non-familial healthy control subjects.
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Affiliation(s)
- T Gabelic
- Buffalo Neuroimaging Analysis Center
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Cappellani R, Bergsland N, Weinstock-Guttman B, Kennedy C, Carl E, Ramasamy DP, Hagemeier J, Dwyer MG, Patti F, Zivadinov R. Subcortical deep gray matter pathology in patients with multiple sclerosis is associated with white matter lesion burden and atrophy but not with cortical atrophy: a diffusion tensor MRI study. AJNR Am J Neuroradiol 2013; 35:912-9. [PMID: 24335548 DOI: 10.3174/ajnr.a3788] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
BACKGROUND AND PURPOSE The association between subcortical deep gray matter, white matter, and cortical pathology is not well understood in MS. The aim of this study was to use DTI to investigate the subcortical deep gray matter alterations and their relationship with lesion burden, white matter, and cortical atrophy in patients with MS and healthy control patients. MATERIALS AND METHODS A total of 210 patients with relapsing-remitting MS, 75 patients with progressive MS, and 110 healthy control patients were included in the study. DTI metrics in whole brain, normal-appearing white matter, normal-appearing gray matter, and subcortical deep gray matter structures were compared. The association between DTI metrics of the subcortical deep gray matter structures with lesion burden, normalized white matter volume, and normalized cortical volume was investigated. RESULTS DTI measures were significantly different in whole brain, normal-appearing white matter, and normal-appearing gray matter among the groups (P < .01). Significant differences in DTI diffusivity of total subcortical deep gray matter, caudate, thalamus, and hippocampus (P < .001) were found. DTI diffusivity of total subcortical deep gray matter was significantly associated with normalized white matter volume (P < .001) and normalized cortical volume (P = .033) in healthy control patients. In both relapsing and progressive MS groups, the DTI subcortical deep gray matter measures were associated with the lesion burden and with normalized white matter volume (P < .001), but not with normalized cortical volume. CONCLUSIONS These findings suggest that subcortical deep gray matter abnormalities are associated with white matter lesion burden and atrophy, whereas cortical atrophy is not associated with microstructural alterations of subcortical deep gray matter structures in patients with MS.
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Affiliation(s)
- R Cappellani
- From the Buffalo Neuroimaging Analysis Center (R.C., N.B., C.K., E.C., D.P.R., J.H., M.G.D., R.Z.)Department GF Ingrassia, Section of Neurosciences (R.C., F.P.), University of Catania, Catania, Italy
| | - N Bergsland
- From the Buffalo Neuroimaging Analysis Center (R.C., N.B., C.K., E.C., D.P.R., J.H., M.G.D., R.Z.)
| | - B Weinstock-Guttman
- Jacobs Neurological Institute, Department of Neurology (B.W.-G., R.Z.), State University of New York, Buffalo, New York
| | - C Kennedy
- From the Buffalo Neuroimaging Analysis Center (R.C., N.B., C.K., E.C., D.P.R., J.H., M.G.D., R.Z.)
| | - E Carl
- From the Buffalo Neuroimaging Analysis Center (R.C., N.B., C.K., E.C., D.P.R., J.H., M.G.D., R.Z.)
| | - D P Ramasamy
- From the Buffalo Neuroimaging Analysis Center (R.C., N.B., C.K., E.C., D.P.R., J.H., M.G.D., R.Z.)
| | - J Hagemeier
- From the Buffalo Neuroimaging Analysis Center (R.C., N.B., C.K., E.C., D.P.R., J.H., M.G.D., R.Z.)
| | - M G Dwyer
- From the Buffalo Neuroimaging Analysis Center (R.C., N.B., C.K., E.C., D.P.R., J.H., M.G.D., R.Z.)
| | - F Patti
- Department GF Ingrassia, Section of Neurosciences (R.C., F.P.), University of Catania, Catania, Italy
| | - R Zivadinov
- From the Buffalo Neuroimaging Analysis Center (R.C., N.B., C.K., E.C., D.P.R., J.H., M.G.D., R.Z.)Jacobs Neurological Institute, Department of Neurology (B.W.-G., R.Z.), State University of New York, Buffalo, New York
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30
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Hagemeier J, Dwyer MG, Bergsland N, Schweser F, Magnano CR, Heininen-Brown M, Ramasamy DP, Carl E, Kennedy C, Melia R, Polak P, Deistung A, Geurts JJG, Reichenbach JR, Zivadinov R. Effect of age on MRI phase behavior in the subcortical deep gray matter of healthy individuals. AJNR Am J Neuroradiol 2013; 34:2144-51. [PMID: 23721902 DOI: 10.3174/ajnr.a3569] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
BACKGROUND AND PURPOSE It has been demonstrated that increased levels of iron in the brain occur with aging. In this study we investigated the nature of the association between age and SWI-filtered phase values, indicative of iron content, in the subcortical deep gray matter of healthy individuals. MATERIALS AND METHODS A total of 210 healthy individuals (men: n = 89, women: n = 121), mean age, 39.8 years (standard deviation = 15.5; range = 6-76 years), were imaged on a 3T scanner. Mean MRI phase, mean phase of low-phase voxels, and normalized volumes were determined for total subcortical deep gray matter, caudate, putamen, globus pallidus, thalamus, pulvinar nucleus, hippocampus, amygdala, nucleus accumbens, red nucleus, and substantia nigra. Linear and nonlinear regression models were used to explore the relationship between phase and volume measures, and aging. RESULTS Mean phase values of subcortical deep gray matter structures showed a quadratic relationship, with individuals in late middle age (40-59 years) having the lowest mean phase values, followed by a reversal of this trend in the elderly. In contrast, mean phase of low-phase voxel measurements showed strong negative linear relationships with aging. Significantly lower phase values were detected in women compared with men (P < .001), whereas no sex differences were observed for mean phase of low-phase voxels. Normalized volume measurements were also linearly related to aging, and women showed smaller normalized volumes of subcortical deep gray matter structures than men (P < .001). Lower mean phase of low-phase voxels was related to decreased volume measures. CONCLUSIONS A strong association between phase (quadratic effect; phase decreases are followed by increases), mean phase of low-phase voxels (linear effect), volume (linear effect), and age was observed. Low phase was related to brain atrophy.
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Affiliation(s)
- J Hagemeier
- Buffalo Neuroimaging Analysis Center, Department of Neurology, University at Buffalo, Buffalo, New York
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Zivadinov R, Shucard JL, Hussein S, Durfee J, Cox JL, Bergsland N, Dwyer MG, Benedict RHB, Ambrus J, Shucard DW. Multimodal imaging in systemic lupus erythematosus patients with diffuse neuropsychiatric involvement. Lupus 2013; 22:675-83. [PMID: 23640981 DOI: 10.1177/0961203313486193] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
OBJECTIVES The objective of this paper is to investigate conventional and nonconventional brain magnetic resonance imaging (MRI) findings in systemic lupus erythematosus (SLE) patients with diffuse neuropsychiatric involvement (dNPSLE) compared to healthy controls (HCs). METHODS Twenty-six (26) SLE patients with one or more diffuse NP syndromes related to the central nervous system (CNS) (dNPSLE) and 36 age- and sex-matched HCs were scanned on a 3T MRI using a multimodal imaging approach. Univariate and multivariate analyses were used to determine MRI-specific measure differences between dNPSLE and HCs for lesion burden, tissue-specific atrophy, magnetization transfer ratio (MTR) and diffusion-tensor imaging (DTI) outcomes. RESULTS In univariate analyses, dNPSLE patients showed significantly increased T1 lesion number (p = .001) and T1-lesion volume (LV, p = .008) compared to HCs. dNPSLE patients showed decreased whole brain volume (p < .0001), gray matter volume (p < .0001), cortical volume (p < .0001) and increased lateral ventricle volume (p = .004) compared to HCs. dNPSLE patients had increased axial diffusivity (AD) of NAWM (p = .008) and NA brain tissue (p = .017) compared to HCs. In the multivariate regression analysis, decreased cortical volume was associated with SLE (R (2) = 0.59, p < .0001). CONCLUSIONS This study shows that cortical and central atrophy are associated with SLE patients with diffuse CNS syndromes. Microscopic tissue injury in the NAWM on AD DTI measures in SLE patients indicates a predominant reduction of axonal density.
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Affiliation(s)
- R Zivadinov
- Buffalo Neuroimaging Analysis Center, State University of New York at Buffalo, NY 14203, USA.
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Kardys A, Weinstock-Guttman B, Dillon M, Masud MW, Weinstock N, Mahfooz N, Lang JK, Weinstock A, Lincoff N, Zivadinov R, Ramanathan M. Cholesterol affects retinal nerve fiber layer thickness in patients with multiple sclerosis with optic neuritis. Eur J Neurol 2013; 20:1264-71. [DOI: 10.1111/ene.12162] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2012] [Accepted: 02/28/2013] [Indexed: 11/26/2022]
Affiliation(s)
- A. Kardys
- Department of Pharmaceutical Sciences; State University of New York; Buffalo NY USA
| | | | - M. Dillon
- Department of Neurology; State University of New York; Buffalo NY USA
| | - M. W. Masud
- Department of Neurology; State University of New York; Buffalo NY USA
| | - N. Weinstock
- Department of Neurology; State University of New York; Buffalo NY USA
| | - N. Mahfooz
- Department of Neurology; State University of New York; Buffalo NY USA
| | - J. K. Lang
- Department of Neurology; State University of New York; Buffalo NY USA
| | - A. Weinstock
- Department of Neurology; State University of New York; Buffalo NY USA
| | - N. Lincoff
- Department of Neurology; State University of New York; Buffalo NY USA
| | - R. Zivadinov
- Department of Neurology; State University of New York; Buffalo NY USA
- Department of Neurology; Buffalo Neuroimaging Analysis Center; State University of New York; Buffalo NY USA
| | - M. Ramanathan
- Department of Pharmaceutical Sciences; State University of New York; Buffalo NY USA
- Department of Neurology; State University of New York; Buffalo NY USA
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Zivadinov R, Bergsland N, Dolezal O, Hussein S, Seidl Z, Dwyer MG, Vaneckova M, Krasensky J, Potts JA, Kalincik T, Havrdová E, Horáková D. Evolution of cortical and thalamus atrophy and disability progression in early relapsing-remitting MS during 5 years. AJNR Am J Neuroradiol 2013; 34:1931-9. [PMID: 23578679 DOI: 10.3174/ajnr.a3503] [Citation(s) in RCA: 80] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Pathologic changes in GM have an important role in MS. We investigated the association between SDGM and cortical volume changes and disability progression in early RRMS. MATERIALS AND METHODS One hundred eighty patients with RRMS had clinical assessment during 5 years and were divided into those with or without SDP at 5 years by the usual definition in treatment trials. The number of available MR imaging scans at various time points was the following: at baseline, 178; and at 6 months, 172; at 12 months, 175; at 24 months, 155; at 36 months, 160; at 48 months, 158; and at 60 months, 162, respectively. Longitudinal changes in cortical, GM, and WM volume were calculated by using the direct method. RESULTS At 5 years, 90 patients with RRMS experienced SDP and 90 had stable disease. At baseline, patients with SDP had longer disease duration, greater T2-lesion volume, and smaller whole-brain, WM, cortical, and SDGM volume (P < .01). At 5 years, patients with SDP had significantly greater percentage decreases from baseline compared with those without SDP in the volume of the whole brain (P < .0001), cortex (P = .001), GM (P = .003), and thalamus (P = .01). In patients who developed SDP at 5 years and those who did not, mixed-effect models, adjusted for age, disease duration, and change of the treatment status, showed significant interactions between SDP status at 5 years and changes with time in whole-brain, cortical, lateral ventricle (all P < .001), thalamus (P = .006), and total SDGM (P = .0095) volume. CONCLUSIONS SDP is associated with progression of cortical, central, and thalamic atrophy in early RRMS during 5 years.
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Hagemeier J, Weinstock-Guttman B, Bergsland N, Heininen-Brown M, Carl E, Kennedy C, Magnano C, Hojnacki D, Dwyer MG, Zivadinov R. Iron deposition on SWI-filtered phase in the subcortical deep gray matter of patients with clinically isolated syndrome may precede structure-specific atrophy. AJNR Am J Neuroradiol 2012; 33:1596-601. [PMID: 22460343 DOI: 10.3174/ajnr.a3030] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
BACKGROUND AND PURPOSE Increasing evidence suggests that iron deposition is present in the later stages of MS. In this study we examined abnormal phase values, indicative of increased iron content on SWI-filtered phase images of the SDGM in CIS patients and HC. We also examined the association of abnormal phase with conventional MR imaging outcomes at first clinical onset. MATERIALS AND METHODS Forty-two patients with CIS (31 female, 11 male) and 65 age and sex-matched HC (41 female, 24 male) were scanned on a 3T scanner. Mean age was 40.1 (SD = 10.4) years in patients with CIS, and 42.8 (SD = 14) years in HC, while mean disease duration was 1.2 years (SD = 1.3) in patients with CIS. MP-APT, NPTV, and normalized volume measurements were derived for all SDGM structures. Parametric and nonparametric group-wise comparisons were performed, and associations were determined with other MR imaging metrics. RESULTS Patients with CIS had significantly increased MP-APT (P = .029) and MP-APT volume (P = .045) in the pulvinar nucleus of the thalamus compared with HC. Furthermore, the putamen (P = .004), caudate (P = .035), and total SDGM (P = .048) displayed significant increases in MP-APT volume, while MP-APT was also significantly increased in the putamen (P = .029). No global or regional volumetric MR imaging differences were found between the study groups. Significant correlations were observed between increased MP-APT volumes of total SDGM, caudate, thalamus, hippocampus, and substantia nigra with white matter atrophy and increased T2 lesion volume (P < .05). CONCLUSION Patients with CIS showed significantly increased content and volume of iron, as determined by abnormal SWI-phase measurement, in the various SDGM structures, suggesting that iron deposition may precede structure-specific atrophy.
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Affiliation(s)
- J Hagemeier
- Buffalo Neuroimaging Analysis Center, State University of New York at Buffalo, Buffalo, NY 14203, USA
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Bergsland N, Horakova D, Dwyer MG, Dolezal O, Seidl ZK, Vaneckova M, Krasensky J, Havrdova E, Zivadinov R. Subcortical and cortical gray matter atrophy in a large sample of patients with clinically isolated syndrome and early relapsing-remitting multiple sclerosis. AJNR Am J Neuroradiol 2012; 33:1573-8. [PMID: 22499842 DOI: 10.3174/ajnr.a3086] [Citation(s) in RCA: 119] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Recent studies have shown that selective regional, but not global, GM atrophy occurs from clinical onset to conversion to clinically definite MS. Our aim was to investigate the difference in the extent of SDGM and cortical atrophy in a large sample of patients with CIS and early RRMS and to explore the relationship between SDGM and cortical atrophy and other MR imaging and clinical outcomes. MATERIALS AND METHODS Two hundred twelve patients with CIS recruited at the first clinical event (mean age, 29.3 years; median EDSS, 1.5; median disease duration, 3 months) and 177 patients with early RRMS (mean age, 30.7 years; median EDSS, 2.0; median disease duration, 47 months) were imaged on a 1.5T scanner by using a high-resolution 3D T1 spoiled gradient-recalled sequence. Volumetric data for SDGM structures were obtained by using FSL FIRST, while whole-brain, GM, white matter, cortical, and lateral ventricle volumes were estimated by using SIENAX software. Comparisons between the groups were adjusted for age and sex. RESULTS Patients with early RRMS showed significantly lower SDGM but not cortical volumes compared with patients with CIS. The most apparent SDGM differences were evident in the caudate and thalamus (P < .0001), total SDGM (P = .0001), and globus pallidus (P = .01). Patients with CIS with a median T2 lesion volume >4.49 mL showed lower total SDGM, caudate, thalamus (P < .001), globus pallidus (P = .007), hippocampus (P = .004), and putamen (P = .01) volumes and higher lateral ventricle volume (P = .001) than those with a median T2 lesion volume <4.49 mL. Decreased thalamic volume showed the most consistent relationship with MR imaging outcomes (P < .0001) in patients with CIS. CONCLUSIONS Significant SDGM, but not cortical, atrophy develops during the first 4 years of the RRMS. GM atrophy is relevant for disease progression from the earliest clinical stages.
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Affiliation(s)
- N Bergsland
- Buffalo Neuroimaging Analysis Center, University at Buffalo, Buffalo, NY 14203, USA
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Zivadinov R, Dwyer MG, Hussein S, Carl E, Kennedy C, Andrews M, Hojnacki D, Heininen-Brown M, Willis L, Cherneva M, Bergsland N, Weinstock-Guttman B. Voxel-wise magnetization transfer imaging study of effects of natalizumab and IFNβ-1a in multiple sclerosis. Mult Scler 2012; 18:1125-1134. [DOI: 10.1177/1352458511433304] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
Abstract
Objective: To determine the effects of intravenous natalizumab and intramuscular interferon beta-1a (IFNβ-1a) on the volume of white-matter (WM) lesions and normal appearing brain tissue (NABT) undergoing voxel-wise (VW) increases in magnetization transfer ratio (MTR) suggestive of remyelination in patients with relapsing multiple sclerosis. Methods: This prospective, open-label, single-blinded study enrolled patients with relapsing–remitting multiple sclerosis (RRMS) and relapsing secondary progressive multiple sclerosis (RSPMS) as well as a group of age/sex-matched healthy controls ( n=22). Patients with multiple sclerosis were assigned to receive natalizumab monotherapy ( n=77; RRMS/RSPMS) or intramuscular IFNβ-1a ( n=26) as either monotherapy (RRMS) or combined with pulsed i.v. methylprednisolone, as needed (RSPMS). The primary endpoint was the two-year change in volume of NABT VWMTR, by quantifying the number of voxels that increased (suggesting remyelination) or decreased (suggesting demyelination) in their MTR value. Results: The volume of tissue undergoing increases in VWMTR was significantly larger in natalizumab compared with IFNβ-1a-treated patients (year 1: p=0.001 in NABT and p<0.006 in WM lesions; year 2: p=0.008 in NABT) and compared with healthy control subjects (year 1: p=0.05 and year 2: p=0.007 in NABT). The larger volume within NABT undergoing decreases in VWMTR was detected in multiple sclerosis patients compared with healthy controls ( p<0.001), and in the IFNβ-1a group compared with the natalizumab group (year 1: p=0.05; year 2: p=0.002). One patient on natalizumab died from progressive multifocal leukoencephalopathy eight months after completing the study. Conclusion: Natalizumab may promote remyelination and stabilize demyelination in lesions and NABT in relapsing multiple sclerosis, compared with intramuscular IFNβ-1a.
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Affiliation(s)
- R Zivadinov
- Buffalo Neuroimaging Analysis Center, State University of New York, Buffalo, USA
- The Jacobs Neurological Institute, Department of Neurology, University at Buffalo, State University of New York, Buffalo, USA
| | - MG Dwyer
- Buffalo Neuroimaging Analysis Center, State University of New York, Buffalo, USA
| | - S Hussein
- Buffalo Neuroimaging Analysis Center, State University of New York, Buffalo, USA
| | - E Carl
- Buffalo Neuroimaging Analysis Center, State University of New York, Buffalo, USA
| | - C Kennedy
- Buffalo Neuroimaging Analysis Center, State University of New York, Buffalo, USA
| | - M Andrews
- Buffalo Neuroimaging Analysis Center, State University of New York, Buffalo, USA
| | - D Hojnacki
- Buffalo Neuroimaging Analysis Center, State University of New York, Buffalo, USA
| | - M Heininen-Brown
- Buffalo Neuroimaging Analysis Center, State University of New York, Buffalo, USA
| | - L Willis
- Buffalo Neuroimaging Analysis Center, State University of New York, Buffalo, USA
| | - M Cherneva
- Buffalo Neuroimaging Analysis Center, State University of New York, Buffalo, USA
| | - N Bergsland
- Buffalo Neuroimaging Analysis Center, State University of New York, Buffalo, USA
| | - B Weinstock-Guttman
- Buffalo Neuroimaging Analysis Center, State University of New York, Buffalo, USA
- The Jacobs Neurological Institute, Department of Neurology, University at Buffalo, State University of New York, Buffalo, USA
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Zivadinov R, Cutter G, Marr K, Ramanathan M, Benedict RHB, Bergsland N, Morgan C, Carl E, Hojnacki D, Yeh EA, Willis L, Cherneva M, Kennedy C, Dwyer MG, Weinstock-Guttman B. No association between conventional brain MR imaging and chronic cerebrospinal venous insufficiency in multiple sclerosis. AJNR Am J Neuroradiol 2012; 33:1913-7. [PMID: 22576891 DOI: 10.3174/ajnr.a3112] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE CCSVI has been reported to occur at high frequency in MS. Its significance in relation to MR imaging parameters also needs to be determined, both in patients with MS and HCs. Therefore, this study determined the associations of CCSVI and conventional MR imaging outcomes in patients with MS and in HCs. MATERIALS AND METHODS T2, T1, and gadolinium lesion number, LV, and brain atrophy were assessed on 3T MR imaging in 301 subjects, of whom 162 had RRMS, 66 had secondary-progressive MS subtype, and 73 were HCs. CCSVI was assessed using extracranial and transcranial Doppler evaluation. The MR imaging measure differences were explored with 27 borderline cases for CCSVI, added to both the negative and positive CCSVI groups to assess sensitivity of the results of these cases. RESULTS No significant differences between subjects with and without CCSVI were found in any of the individual diagnostic subgroups or MS disease subtypes for lesion burden and atrophy measures, independently of the CCSVI classification criteria used, except for a trend for higher T2 lesion number (irrespective of how borderline cases were classified) and lower brain volume (when borderline cases were included in the positive group) in patients with RRMS with CCSVI. No CCSVI or MR imaging differences were found between 26 HCs with, or 47 without, a familial relationship. CONCLUSIONS CCSVI is not associated with more severe lesion burden or brain atrophy in patients with MS or in HCs.
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Affiliation(s)
- R Zivadinov
- Buffalo Neuroimaging Analysis Center, Department of Neurology, School of Medicine and Biomedical Sciences, Buffalo, NY 14203, USA.
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Hojnacki D, Zivadinov R, Weinstock-Guttman B. Subtle Lesion Appearance on MRI May Precede Development of Progressive Multifocal Leukoencephalopathy in Multiple Sclerosis Patients Treated with Natalizumab (P07.059). Neurology 2012. [DOI: 10.1212/wnl.78.1_meetingabstracts.p07.059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Hagemeier J, Yeh EA, Heininen-Brown M, Bergsland N, Dwyer M, Carl E, Weinstock-Guttman B, Zivadinov R. Iron Deposition in the Subcortical Deep-Gray Matter of Pediatric Multiple Sclerosis Patients (S50.006). Neurology 2012. [DOI: 10.1212/wnl.78.1_meetingabstracts.s50.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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40
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Hojnacki D, Zivadinov R, Weinstock-Guttman B. Successful Treatment of Natalizumab Induced PML with CMX001 and the Side Effects Associated with Its Use (P07.060). Neurology 2012. [DOI: 10.1212/wnl.78.1_meetingabstracts.p07.060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Zivadinov R, Hagemeier J, Heininen-Brown M, Poloni G, Bergsland N, Schirda C, Magnano C, Kennedy C, Carl E, Dwyer M, Weinstock-Guttman B. Subcortical Deep Gray Matter SWI-Filtered Phase and Atrophy Are Associated with Disability in MS (S21.005). Neurology 2012. [DOI: 10.1212/wnl.78.1_meetingabstracts.s21.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Dolic K, Weinstock-Guttman B, Marr K, Valnarov V, Carl E, Hagemeier J, Brooks C, Kilanowski C, Ramanathan M, Zivadinov R. Risk Factors for Chronic Cerebrospinal Venous Insufficiency (CCSVI) (P05.127). Neurology 2012. [DOI: 10.1212/wnl.78.1_meetingabstracts.p05.127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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43
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Zivadinov R, Bergsland N, Dolezal O, Hussein S, Seidl Z, Dwyer M, Vaneckova M, Krasensky J, Potts J, Havrdova E, Horakova D. Subcortical but Not Cortical Gray Matter Atrophy Predicts Disability Progression over 5 Years in Patients with Early Relapsing-Remitting Multiple Sclerosis (P03.063). Neurology 2012. [DOI: 10.1212/wnl.78.1_meetingabstracts.p03.063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Hagemeier J, Weinstock-Guttman B, Bergsland N, Heininen-Brown M, Carl E, Kennedy C, Magnano C, Hojnacki D, Dwyer M, Zivadinov R. Iron Deposition on SWI Filtered Phase in the Subcortical Deep Gray Matter of Clinically Isolated Syndrome Patients May Precede Structure-Specific Atrophy (P03.032). Neurology 2012. [DOI: 10.1212/wnl.78.1_meetingabstracts.p03.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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45
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Dwyer M, Heininen-Brown M, Hagemeier J, Poloni G, Bergsland N, Magnano C, Durfee J, Kennedy C, Carl E, Weinstock-Guttman B, Zivadinov R. Iron Deposition in Multiple Sclerosis Lesions Measured by Susceptibility-Weighted Imaging Filtered Phase. A Case Control Study (P03.042). Neurology 2012. [DOI: 10.1212/wnl.78.1_meetingabstracts.p03.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Livshits I, Hussein S, Kennedy C, Weinstock-Guttman B, Hojnacki D, Zivadinov R. Comparison of a 1.5T Standard vs. 3T Optimized Protocols in Multiple Sclerosis Patients (P03.053). Neurology 2012. [DOI: 10.1212/wnl.78.1_meetingabstracts.p03.053] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Livshits I, Hussein S, Kennedy C, Weinstock-Guttman B, Hojnacki D, Zivadinov R. Comparison of a 1.5T standard vs. 3T optimized protocols in multiple sclerosis patients. Minerva Med 2012; 103:97-102. [PMID: 22513514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
AIM Use of postcontrast T1-weighted imaging (WI) is an important tool in diagnosing and predicting the course of multiple sclerosis (MS). Application of optimized imaging strategies has the potential to increase detection of magnetic resonance imaging (MRI) disease activity. This study investigated the superiority of the 3T optimized vs. the 1.5T standardized protocols in detecting gadolinium enhancing (GD-E) lesions in patients with MS. METHODS A standard protocol was defined as a 1.5T scan with a single-dose of Gd and a 5-minute scanning delay after injection. An optimized protocol was defined as a 3T MRI scan, using a triple dose of Gd, 20 min scan delay, and using an off-resonance saturated magnetization transfer pulse to reduce the background signal. Fourteen relapsing-remitting MS patients and 3 healthy controls (HC) were scanned with 1.5T standardized and a 3T optimized protocols in random order over 72 hours. RESULTS There were 47 Gd-E lesions in the MS patients on 3T optimized and 34 on 1.5T standard protocols, a 38.2% increase. There was a significant increase in Gd-enhanced lesion volume (LV) detected with the optimized protocol (179.6%, P<0.05), with 94.6% of the mean Gd-enhanced LV detected only on the 3T optimized protocol. No Gd-E lesions were detected in HC on either protocol. CONCLUSION The 3T optimized protocol is a useful technique for increasing sensitivity of MRI to detect Gd-E lesions.
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Affiliation(s)
- I Livshits
- Buffalo Neuroimaging Analysis Center, State University of New York, Buffalo, NY, USA.
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Habib CA, Liu M, Bawany N, Garbern J, Krumbein I, Mentzel HJ, Reichenbach J, Magnano C, Zivadinov R, Haacke EM. Assessing abnormal iron content in the deep gray matter of patients with multiple sclerosis versus healthy controls. AJNR Am J Neuroradiol 2012; 33:252-8. [PMID: 22116106 DOI: 10.3174/ajnr.a2773] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND AND PURPOSE It is well known that patients with MS tend to have abnormal iron deposition in and around the MS plaques, in the basal ganglia and the THA. In this study, we used SWI to quantify iron content in patients with MS and healthy volunteers. MATERIALS AND METHODS Fifty-two patients with MS were recruited to assess abnormal iron content in their basal ganglia and THA structures. One hundred twenty-two healthy subjects were recruited to establish a baseline of normal iron content in deep GM structures. Each structure was separated into 2 regions: a low-iron-content region and a high-iron-content region. The average phase, the percentage area, and the total phase of the high-iron-content region were evaluated. A weighting was also assigned to each subject depending on the level of iron content and its deviation from the normal range. RESULTS A clear separation between iron content in healthy subjects versus patients with MS was seen. For healthy subjects 13% and for patients with MS 65% showed an iron-weighting factor >3 SDs from the normal mean (P < .05). The results for those patients younger than 40 years are even more impressive. In these cases, only 1% of healthy subjects and 67% of patients with RRMS showed abnormally high iron content. CONCLUSIONS Iron-weighting factors in the basal ganglia, THA, and the midbrain appeared to be abnormal in roughly two-thirds of patients with MS as measured by SWI.
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Affiliation(s)
- C A Habib
- Department of Biomedical Engineering, Wayne State University, Detroit, Michigan 48201, USA
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Dolic K, Marr K, Zivadinov R. Unclear value of positional MR angiography in evaluating cerebral venous outflow hemodynamics. AJNR Am J Neuroradiol 2012; 33:E30; author reply E31. [PMID: 22282442 DOI: 10.3174/ajnr.a2991] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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50
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Zamboni P, Galeotti R, Weinstock-Guttman B, Kennedy C, Salvi F, Zivadinov R. Venous Angioplasty in Patients with Multiple Sclerosis: Results of a Pilot Study. J Vasc Surg 2012. [DOI: 10.1016/j.jvs.2011.11.096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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