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1.
Eur J Neurol ; 27(1): 113-e2, 2020 01.
Article in English | MEDLINE | ID: mdl-31306535

ABSTRACT

BACKGROUND AND PURPOSE: Systemic lupus erythematosus (SLE) is an immune-mediated disease that may affect the nervous system. We explored the topographical organization of structural and functional brain connectivity in patients with SLE and its correlation with neuropsychiatric (NP) involvement and autoantibody profiles. METHODS: Graph theoretical analysis was applied to diffusion tensor magnetic resonance imaging (MRI) and resting-state functional MRI data from 32 patients with SLE and 32 age- and sex-matched healthy controls. Structural and functional connectivity matrices between 116 cortical/subcortical brain regions were estimated using a bivariate correlation analysis, and global and nodal network metrics were calculated. RESULTS: Structural, but not functional, global network properties (strength, transitivity, global efficiency and path length) were abnormal in patients with SLE versus controls (P < 0.0001), especially in patients with anti-double-stranded DNA (ADNA) autoantibodies (P = 0.03). No difference was found according to NP involvement or anti-phospholipid autoantibody status. Patients with SLE and controls shared identical structural hubs and the majority of functional hubs. In patients with SLE, all structural hubs showed reduced strength and clustering coefficient compared with controls (P from 0.001 to <0.0001), especially in patients with ADNA autoantibodies. Only a few differences in functional hub properties were found between patients with SLE and controls. Structural and functional hub measures did not differ according to NP involvement or anti-phospholipid autoantibody status. Significant correlations were found between clinical, MRI and network measures (r from -0.56 to 0.60, P from 0.0003 to 0.05). CONCLUSIONS: Abnormalities of global and nodal structural connectivity occur in patients with SLE, especially with ADNA autoantibodies, with a diffuse disruption of structural integrity. Functional network integrity may contribute to preserve clinical functions.


Subject(s)
Brain/pathology , Connectome , Lupus Erythematosus, Systemic/pathology , Adult , Antibodies, Antiphospholipid/analysis , Antibodies, Antiphospholipid/immunology , Autoantibodies/immunology , Brain/diagnostic imaging , Cerebral Cortex/pathology , Cluster Analysis , DNA/immunology , Diffusion Tensor Imaging , Female , Humans , Lupus Erythematosus, Systemic/diagnostic imaging , Lupus Erythematosus, Systemic/immunology , Magnetic Resonance Imaging , Male , Middle Aged , Young Adult
2.
AJNR Am J Neuroradiol ; 38(1): 18-24, 2017 Jan.
Article in English | MEDLINE | ID: mdl-27686487

ABSTRACT

BACKGROUND AND PURPOSE: The structural MR imaging correlates of cognitive impairment in multiple sclerosis are still debated. This study assessed lesional and atrophy measures of white matter and gray matter involvement in patients with MS acquired in 7 European sites to identify the MR imaging variables most closely associated with cognitive dysfunction. MATERIALS AND METHODS: Brain dual-echo, 3D T1-weighted, and double inversion recovery scans were acquired at 3T from 62 patients with relapsing-remitting MS and 65 controls. Patients with at least 2 neuropsychological tests with abnormal findings were considered cognitively impaired. Focal WM and cortical lesions were identified, and volumetric measures from WM, cortical GM, the hippocampus, and deep GM nuclei were obtained. Age- and site-adjusted models were used to compare lesion and volumetric MR imaging variables between patients with MS who were cognitively impaired and cognitively preserved. A multivariate analysis identified MR imaging variables associated with cognitive scores and disability. RESULTS: Twenty-three patients (38%) were cognitively impaired. Compared with those with who were cognitively preserved, patients with MS with cognitive impairment had higher T2 and T1 lesion volumes and a trend toward a higher number of cortical lesions. Significant brain, cortical GM, hippocampal, deep GM nuclei, and WM atrophy was found in patients with MS with cognitive impairment versus those who were cognitively preserved. Hippocampal and deep GM nuclei atrophy were the best predictors of cognitive impairment, while WM atrophy was the best predictor of disability. CONCLUSIONS: Hippocampal and deep GM nuclei atrophy are key factors associated with cognitive impairment in MS. These MR imaging measures could be applied in a multicenter context, with cognition as clinical outcome.


Subject(s)
Cognitive Dysfunction/etiology , Gray Matter/pathology , Hippocampus/pathology , Multiple Sclerosis, Relapsing-Remitting/pathology , Adult , Atrophy/pathology , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/pathology , Female , Gray Matter/diagnostic imaging , Hippocampus/diagnostic imaging , Humans , Magnetic Resonance Imaging/methods , Male , Middle Aged , Multiple Sclerosis, Relapsing-Remitting/complications , Multiple Sclerosis, Relapsing-Remitting/diagnostic imaging , Multivariate Analysis
3.
Mult Scler ; 20(1): 72-80, 2014 Jan.
Article in English | MEDLINE | ID: mdl-23812283

ABSTRACT

BACKGROUND: Understanding long-term disability in multiple sclerosis (MS) is a key goal of research; it is relevant to how we monitor and treat the disease. OBJECTIVES: The Magnetic Imaging in MS (MAGNIMS) collaborative group sought to determine the relationship of brain lesion load, and brain and spinal cord atrophy, with physical disability in patients with long-established MS. METHODS: Patients had a magnetic resonance imaging (MRI) scan of their brain and spinal cord, from which we determined brain grey (GMF) and white matter (WMF) fractional volumes, upper cervical spinal cord cross-sectional area (UCCA) and brain T2-lesion volume (T2LV). We assessed patient disability using the Expanded Disability Status Scale (EDSS). We analysed associations between EDSS and MRI measures, using two regression models (dividing cohort by EDSS into two and four sub-groups). RESULTS: In the binary model, UCCA (p < 0.01) and T2LV (p = 0.02) were independently associated with the requirement of a walking aid. In the four-category model UCCA (p < 0.01), T2LV (p = 0.02) and GMF (p = 0.04) were independently associated with disability. CONCLUSIONS: Long-term physical disability was independently linked with atrophy of the spinal cord and brain T2 lesion load, and less consistently, with brain grey matter atrophy. Combinations of spinal cord and brain MRI measures may be required to capture clinically-relevant information in people with MS of long disease duration.


Subject(s)
Disability Evaluation , Multiple Sclerosis, Chronic Progressive/complications , Multiple Sclerosis, Chronic Progressive/pathology , Multiple Sclerosis, Relapsing-Remitting/complications , Multiple Sclerosis, Relapsing-Remitting/pathology , Atrophy/pathology , Brain/pathology , Female , Humans , Image Interpretation, Computer-Assisted , Magnetic Resonance Imaging , Male , Middle Aged , Spinal Cord/pathology
4.
AJNR Am J Neuroradiol ; 33(11): 2195-200, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22678848

ABSTRACT

BACKGROUND AND PURPOSE: VBM is widely applied to characterize regional differences in brain volume among groups of subjects. The aim of this study was to develop and validate a method for voxelwise statistical analysis of cord volume and to test, with this method, the correlation between cord tissue loss and aging. MATERIALS AND METHODS: 3D T1-weighted scans of the spinal cord were acquired from 90 healthy subjects spanning several decades of life. Using an AS method, we outlined the cord surface and created output images reformatted with image planes perpendicular to the estimated cord centerline. Unfolded cervical cord images were coregistered into a common standard space, and smoothed cord binary masks, produced by using the cord outlines estimated by the AS approach, were used as input images for spatial statistics. RESULTS: High spatial correlation between normalized images was observed. Averaging of the normalized scans allowed the creation of a cervical cord template and of a standardized region-of-interest atlas. VBM analysis showed some significant associations between a decreased probability of cord tissue and aging. Results were robust across different smoothing levels, but the use of an anisotropic Gaussian kernel gave the optimal trade-off between spatial resolution and the requirements of the Gaussian random field theory. CONCLUSIONS: VBM analysis of the cervical cord was feasible and holds great promise for accurate localization of regional cord atrophy in several neurologic conditions.


Subject(s)
Aging/pathology , Imaging, Three-Dimensional/methods , Magnetic Resonance Imaging/methods , Spinal Cord/pathology , Adolescent , Adult , Aged , Atrophy/pathology , Feasibility Studies , Female , Humans , Male , Middle Aged , Reproducibility of Results , Sensitivity and Specificity , Young Adult
5.
Mult Scler ; 18(11): 1552-9, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22389415

ABSTRACT

UNLABELLED: BACKGROUND/OBJECTIVE We aimed to investigate whether cervical cord damage and dysfunction is associated with the presence and severity of fatigue in multiple sclerosis (MS) using a multiparametric magnetic resonance (MR) approach. METHODS: Cervical cord functional magnetic resonance imaging (fMRI) during a tactile stimulation of the right hand, and structural brain and cord MRI were acquired from 20 controls, 15 MS patients without fatigue (NF) and 20 MS patients with fatigue (F). Between-group differences in the extent of focal lesions and diffusivity abnormalities in the brain and cord, cord-normalized cross-sectional area (CSAn) and fMRI activity were assessed. RESULTS: All structural MRI measures differed significantly among groups, except for cord lesion number and CSAn. Compared with controls, NF-MS patients experienced higher cord recruitment (p=0.04). Compared with F-MS, NF-MS patients had a lower brain normal-appearing white matter average fractional anisotropy (p=0.001) and increased cord recruitment (p=0.02). In patients with MS, the extent of cord recruitment was correlated with the severity of fatigue (r=-0.34, p=0.04). Compared with the other two groups, F-MS patients had a more diffuse recruitment of cord quadrants on the axial and longitudinal planes. CONCLUSIONS: Abnormalities of function, but not of structure, of the cervical cord are likely to contribute to the pathogenesis of fatigue in MS.


Subject(s)
Fatigue/etiology , Multiple Sclerosis, Relapsing-Remitting/complications , Spinal Cord/physiopathology , Adult , Aged , Atrophy , Brain/pathology , Brain/physiopathology , Case-Control Studies , Cervical Vertebrae , Chi-Square Distribution , Disability Evaluation , Fatigue/diagnosis , Fatigue/physiopathology , Female , Humans , Logistic Models , Magnetic Resonance Imaging , Male , Middle Aged , Multiple Sclerosis, Relapsing-Remitting/diagnosis , Multiple Sclerosis, Relapsing-Remitting/physiopathology , Odds Ratio , Predictive Value of Tests , Risk Factors , Severity of Illness Index , Spinal Cord/pathology , Touch
6.
Mult Scler ; 18(2): 153-63, 2012 Feb.
Article in English | MEDLINE | ID: mdl-21828200

ABSTRACT

BACKGROUND/OBJECTIVE: To assess whether abnormalities on functional magnetic resonance imaging (fMRI) are related to cognitive function in patients at presentation with clinically isolated syndrome (CIS) suggestive of multiple sclerosis. METHODS: Eighteen patients with CIS and 15 healthy controls (HCs) performed an adapted fMRI version of the Paced Auditory Serial Addition Test (PASAT). According to their PASAT performance, CIS patients were divided into two groups: 10 with a low PASAT performance (<1 SD from the mean value of HCs) were considered 'cognitive impairment' (CI); eight patients were defined as 'cognitively preserved' (CP). Between-group differences in the patterns of brain activations and effective connectivity were assessed. RESULTS: During PASAT, compared to HCs, CIS patients showed increased activations of the bilateral inferior parietal lobe (IPL), bilateral precuneus, bilateral middle frontal gyrus (MFG), left anterior cingulate cortex (ACC), left claustrum, right thalamus and right caudate nucleus. When CIS patients were analyzed, the CI group had a more significant activation of the bilateral IPL than HCs and CP patients. Compared to CP patients, they also had more significant recruitment of the right superior parietal lobe, right cerebellum, left MFG and left ACC. The analysis of effective connectivity showed stronger connections between several regions of the right hemisphere involved in working memory function in CI patients versus CP and HC. CONCLUSIONS: During performance of the PASAT, CIS patients show abnormalities in the patterns of cortical recruitment and connectivity related to the level of their cognitive impairment.


Subject(s)
Cognition/physiology , Magnetic Resonance Imaging , Models, Neurological , Multiple Sclerosis/physiopathology , Nerve Net/physiopathology , Adolescent , Adult , Bayes Theorem , Caudate Nucleus/physiopathology , Cerebellum/physiopathology , Female , Gyrus Cinguli/physiopathology , Humans , Male , Middle Aged , Multiple Sclerosis/psychology , Parietal Lobe/physiopathology , Thalamus/physiopathology , Young Adult
7.
Neurology ; 76(24): 2096-102, 2011 Jun 14.
Article in English | MEDLINE | ID: mdl-21670439

ABSTRACT

OBJECTIVE: In this multicenter study, a new semiautomatic method for segmenting the cervical cord from C2 to C5 was used to investigate the correlation between cord atrophy and clinical disability in a large sample of patients with multiple sclerosis (MS). METHODS: T2 and 3-dimensional T1-weighted cervical cord scans and dual-echo brain scans were acquired from 143 healthy controls, 22 patients with clinically isolated syndromes (CIS), 101 patients with relapsing-remitting MS (RRMS), 79 patients with secondary progressive MS (SPMS), 58 patients with benign MS (BMS), and 75 patients with primary progressive MS (PPMS) in 3 European centers. Normalized cervical cord cross-sectional area (CSAn) was measured by an active surface cord model. Between-group comparisons were performed using linear mixed-effect models. A nonparametric kernel estimator was used to obtain smoothed plots of CSA along the cervical cord. RESULTS: Cord CSAn was significantly lower in PPMS vs healthy controls, BMS vs RRMS, SPMS vs BMS, and RRMS. From C2 to C5, a net separation and definition of the plots of patients with BMS, PPMS, and SPMS was seen with respect to those of the other study groups. CSAn was correlated with Expanded Disability Status Scale (r = -0.49, p < 0.0001), with a differential effect among disease clinical phenotypes: no association in either CIS or in BMS; association in RRMS (r = -0.30, p = 0.001), SPMS (r = -0.34, p = 0.001), and PPMS (r = -0.27, p = 0.01). CONCLUSIONS: Cervical cord atrophy provides a relevant and useful marker for the characterization of clinical heterogeneity of patients with MS. The stability of this measure among different centers supports its use as potential outcome measure to monitor disease progression in multicenter trials.


Subject(s)
Cervical Vertebrae , Disease Progression , Multiple Sclerosis/pathology , Phenotype , Spinal Cord/pathology , Adult , Aged , Demyelinating Diseases/pathology , Demyelinating Diseases/physiopathology , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Multiple Sclerosis/physiopathology , Young Adult
8.
Cereb Cortex ; 21(10): 2291-8, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21368084

ABSTRACT

We investigated whether the functional connections to the primary sensorimotor cortex (SMC) at rest are abnormal in 26 patients with amyotrophic lateral sclerosis (ALS) and whether such changes are related to the corticospinal tract (CST) damage, measured using diffusion tensor magnetic resonance imaging (DT MRI). ALS patients versus controls showed a significantly increased functional connectivity between the left SMC and the right cingulate cortex, parahippocampal gyrus, and cerebellum-crus II. No right SMC connectivity changes were found. The pattern of increased functional connectivity to the left SMC was more widespread when considering only patients with no CST DT MRI abnormalities than the whole group of patients. In this patient group, functional connectivity was also increased between the right SMC and the right parahippocampal gyrus. On the contrary, in ALS patients with CST damage (as assessed using DT MRI) versus controls, functional connectivity was increased between the left SMC and the right cingulate cortex only, while it was decreased between the right SMC and the right cerebellum-lobule VI. In ALS patients, disease severity correlated with reduced SMC functional connectivity. Functional brain changes do occur in ALS with mild disability. These changes might have a role in compensating for (limited) structural damage and might exhaust with increasing burden of disease pathology.


Subject(s)
Amyotrophic Lateral Sclerosis/physiopathology , Motor Cortex/physiology , Nerve Net/physiology , Neuronal Plasticity/physiology , Psychomotor Performance/physiology , Somatosensory Cortex/physiology , Adult , Aged , Amyotrophic Lateral Sclerosis/pathology , Female , Humans , Male , Middle Aged , Motor Cortex/pathology , Nerve Net/pathology , Somatosensory Cortex/pathology
9.
Neurology ; 74(16): 1252-9, 2010 Apr 20.
Article in English | MEDLINE | ID: mdl-20404306

ABSTRACT

OBJECTIVE: This study explores default-mode network (DMN) abnormalities in patients with secondary progressive (SP) and primary progressive (PP) multiple sclerosis (MS) and whether such abnormalities correlate with cognitive impairment and damage to selected white matter (WM) fiber bundles, quantified using diffusion tensor (DT) MRI tractography. METHODS: Resting state (RS) functional MRI and DT MRI data were acquired from 33 patients with SPMS, 24 patients with PPMS, and 24 controls. Independent component analysis (ICA) was used to identify the DMN. SPM5 was used to assess within- and between-group activations. RESULTS: Between-group differences in DMN activity were found in the left medial prefrontal cortex (mPFC), left precentral gyrus (PcG), and anterior cingulate cortex (ACC). Compared to controls, patients with SPMS had reduced activity in the mPFC (p = 0.01) and PcG (p = 0.02), while patients with PPMS had reduced activity in the PcG (p = 0.008) and the ACC (p = 0.002). Compared to patients with PPMS, patients with SPMS had increased ACC activity (p = 0.04). Reduction of RS activity in the ACC was more pronounced in cognitively impaired vs cognitively preserved patients with MS (p = 0.02). In patients with MS, DMN abnormalities correlated with the PASAT and word list test scores (r values ranging from 0.35 to 0.45) and DT MRI changes in the corpus callosum and the cingulum (r values ranging from 0.82 to 0.87). CONCLUSION: These results suggest that a dysfunction of the anterior components of the default-mode network may be among the factors responsible for the accumulation of cognitive deficits in patients with progressive multiple sclerosis.


Subject(s)
Brain/physiopathology , Cognition Disorders/physiopathology , Multiple Sclerosis, Chronic Progressive/physiopathology , Nerve Net/physiopathology , Adult , Aged , Brain/pathology , Brain Mapping , Cognition Disorders/etiology , Cognition Disorders/pathology , Diffusion Tensor Imaging , Disability Evaluation , Disease Progression , Female , Functional Laterality/physiology , Gyrus Cinguli/pathology , Gyrus Cinguli/physiopathology , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Motor Cortex/pathology , Motor Cortex/physiopathology , Multiple Sclerosis, Chronic Progressive/pathology , Multiple Sclerosis, Chronic Progressive/psychology , Nerve Fibers, Myelinated/pathology , Nerve Net/pathology , Neuropsychological Tests , Predictive Value of Tests , Prefrontal Cortex/pathology , Prefrontal Cortex/physiopathology , Prognosis , Sensitivity and Specificity , Young Adult
10.
Mult Scler ; 16(3): 325-31, 2010 Mar.
Article in English | MEDLINE | ID: mdl-20086023

ABSTRACT

This study was performed to assess the temporal evolution of damage within lesions and the normal-appearing white matter, measured using frequent magnetization transfer (MT) MRI, in relapsing-remitting multiple sclerosis (RRMS). The relationship of MT ratio (MTR) changes with measures of lesion burden, and the sample sizes needed to demonstrate a treatment effect on MTR metrics in placebo-controlled MS trials were also investigated. Bimonthly brain conventional and MT MRI scans were acquired from 42 patients with RRMS enrolled in the placebo arm of a 14-month, double-blind trial. Longitudinal MRI changes were evaluated using a random effect linear model accounting for repeated measures, and adjusted for centre effects. The Expanded Disability Status Scale (EDSS) score remained stable over the study period. A weak, but not statistically significant, decrease over time was detected for normal-appearing brain tissue (NABT) average MTR (-0.02% per visit; p = 0.14), and MTR peak height (-0.15 per visit; p = 0.17), while average lesion MTR showed a significant decrease over the study period (-0.07% per visit; p = 0.03). At each visit, all MTR variables were significantly correlated with T2 lesion volume (LV) (average coefficients of correlation ranging from -0.54 to -0.28, and p-values from <0.001 to 0.02). At each visit, NABT average MTR was also significantly correlated with T1-hypointense LV (average coefficient of correlation = -0.57, p < 0.001). The estimation of the sample sizes required to demonstrate a reduction of average lesion MTR (the only parameter with a significant decrease over the follow-up) ranged from 101 to 154 patients to detect a treatment effect of 50% in a 1-year trial with a power of 90%. The steady correlation observed between conventional and MT MRI measures over time supports the hypothesis of axonal degeneration of fibres passing through focal lesions as one of the factors contributing to the overall MS burden.


Subject(s)
Brain/pathology , Magnetic Resonance Imaging , Multiple Sclerosis, Relapsing-Remitting/diagnosis , Administration, Oral , Adult , Brain/drug effects , Disability Evaluation , Double-Blind Method , Europe , Female , Follow-Up Studies , Glatiramer Acetate , Humans , Immunosuppressive Agents/administration & dosage , Male , Middle Aged , Multiple Sclerosis, Relapsing-Remitting/drug therapy , Multiple Sclerosis, Relapsing-Remitting/pathology , Nerve Degeneration/diagnosis , Nerve Degeneration/pathology , Peptides/administration & dosage , Philadelphia , Predictive Value of Tests , Severity of Illness Index , Time Factors , Treatment Outcome
11.
J Neurol Neurosurg Psychiatry ; 81(4): 405-8, 2010 Apr.
Article in English | MEDLINE | ID: mdl-19965858

ABSTRACT

OBJECTIVE: To investigate whether (1) the tactile-associated cord functional MRI (fMRI) changes vary in the different clinical stages of relapse-onset multiple sclerosis (MS), and (2) the pattern of cord fMRI changes relates to severity of MS clinical disability. METHODS: Cervical cord fMRI was acquired from 49 MS patients (30 relapsing-remitting (RR), 19 secondary progressive (SP)), and 19 controls, during a tactile stimulation of the right hand. Task-related cord mean signal change and occurrence of fMRI activity at each cord quadrant and level were measured. MRI quantities were compared between groups using an univariate analysis. Between-group differences in topographical distribution of fMRI activity were evaluated using random-effect logistic regression models. RESULTS: Compared with controls, both RRMS (p=0.05) and secondary progressive multiple sclerosis (p=0.02) patients showed a higher cord fMRI activity, whereas no difference was found between patient groups. Severely disabled patients (26/49) showed a cord overactivation relative to controls (p=0.004) and patients with mild disability (p=0.04). Both controls and MS patients showed a functional lateralisation of cord activity, which was predominant in the cord side ipsilateral to the stimulus, and a more frequent activation of the posterior than of the anterior cord quadrants. DISCUSSION: This study shows that tactile-associated cervical cord fMRI activity is increased in relapse-onset MS patients. Such an overactivation is more prominent in patients with more severe locomotor disability. This suggests that an abnormality of cord functional properties may be among the factors associated with the clinical status of MS patients.


Subject(s)
Magnetic Resonance Imaging , Multiple Sclerosis, Relapsing-Remitting/diagnosis , Multiple Sclerosis, Relapsing-Remitting/physiopathology , Spinal Cord/physiopathology , Adult , Disability Evaluation , Disease Progression , Female , Functional Laterality/physiology , Humans , Male , Middle Aged , Time Factors
12.
Mult Scler ; 15(6): 678-86, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19482861

ABSTRACT

BACKGROUND: Gray matter (GM) magnetic resonance imaging (MRI) T2 hypointensity, a putative marker of iron deposition, commonly occurs in multiple sclerosis (MS). However, GM T2 hypointensity in benign MS (BMS) has not yet been characterized. OBJECTIVE: To determine the presence of deep GM T2 hypointensity in BMS, compare it to secondary progressive (SP) MS and assess its association with clinical and diffusion tensor (DT) MRI measures. METHODS: Thirty-five cognitively unimpaired BMS, 26 SPMS patients, and 25 healthy controls were analyzed for normalized T2-intensity in the basal ganglia and thalamus, global T2 hyperintense lesion volume, global atrophy, and white matter and GM DT metrics. RESULTS: BMS and SPMS patients showed deep GM T2 hypointensity compared with controls. T2 hypointensity was similar in both MS subgroups and moderately correlated (r = -0.45 to 0.42) with DT MRI metrics. GM T2 hypointensity in BMS showed a weak to moderate correlation (r = -0.44 to -0.35) with disability. CONCLUSIONS: GM in BMS is not spared from structural change including iron deposition. However, while T2 hypointensity is related to global tissue disruption reflected in DT MRI, the expression of benign versus non-benign MS is likely related to other factors.


Subject(s)
Basal Ganglia/pathology , Diffusion Magnetic Resonance Imaging , Multiple Sclerosis/pathology , Neurons/pathology , Thalamus/pathology , Adult , Atrophy , Basal Ganglia/metabolism , Cognition , Disability Evaluation , Female , Humans , Iron/metabolism , Male , Middle Aged , Multiple Sclerosis/metabolism , Severity of Illness Index , Thalamus/metabolism
13.
J Neurol Neurosurg Psychiatry ; 80(11): 1218-23, 2009 Nov.
Article in English | MEDLINE | ID: mdl-19204021

ABSTRACT

OBJECTIVE: To compare the sample size requirements for a neuroprotection trial with change in cerebral gray matter volume (GMV), white matter volume (WMV) or whole brain parenchymal volume (BPV) as outcome measures in patients with relapsing-remitting multiple sclerosis (RRMS). METHODS: Two datasets with longitudinal MRI measures of untreated patients with RRMS (n = 116 and n = 26) and one dataset of treated patients with RRMS (n = 109) were investigated. In each dataset, normalised GMV, normalised WMV and normalised BPV were analysed using a random intercepts and slopes model to estimate the variance components and per cent change. The required sample size to observe a 33%, 50% and 90% reduction in the per cent change was calculated for each dataset using both a constant per cent change for each measurement and the estimated per cent change for each dataset. RESULTS: The per cent change was greatest in GMV but all variance components were smallest in BPV. Using the estimated per cent change, the sample size required in the untreated cohorts was similar for GMV and BPV, and both were lower than WMV. In the treated cohort, the sample size for GMV was the smallest of all measures. Including additional scans reduced the sample size but increasing the length of the trial and clustering scans led to greater reductions. CONCLUSIONS: Cerebral GMV may be a viable outcome measure for clinical trials investigating neuroprotection in RRMS patients, especially considering that the treatment effect may be larger on GMV compared with BPV. However, GMV was somewhat limited by increased variability versus BPV.


Subject(s)
Brain/pathology , Magnetic Resonance Imaging/methods , Multiple Sclerosis, Relapsing-Remitting/pathology , Nerve Fibers, Myelinated/pathology , Adult , Clinical Trials as Topic , Female , Humans , Male , Organ Size , Sample Size , Treatment Outcome
14.
J Neurol Neurosurg Psychiatry ; 80(1): 53-5, 2009 Jan.
Article in English | MEDLINE | ID: mdl-18931009

ABSTRACT

OBJECTIVE: To define the temporal evolution of intrinsic tissue damage and atrophy in the cervical cord and the brain portion of the corticospinal tracts (CST) from patients with amyotrophic lateral sclerosis (ALS). METHODS: Conventional and diffusion tensor (DT) magnetic resonance imaging (MRI) of the cervical cord and brain were obtained from 17 ALS patients and 20 controls, at baseline and after a mean follow-up of 9 months. The following measurements were assessed: (a) cervical cord cross-sectional area, average mean diffusivity (MD) and average fractional anisotropy (FA); and (b) CST T2-visible hyperintensities, average MD and FA. RESULTS: During the follow-up, ALS patients showed a significant decrease in cord area (p = 0.003) and cord average FA (p = 0.01), and a significant increase in cord average MD (p = 0.01). In ALS patients, longitudinal changes of diffusivity measurements were not associated with cord area changes. At baseline, brain CST average MD was significantly higher in ALS patients compared with controls (p = 0.001). Brain CST diffusivity measurements remained stable over time in ALS patients and did not correlate with cord damage. CONCLUSIONS: This study shows that progressive tissue loss and injury to the remaining tissue occur in the cervical cord of ALS patients and that these two features of ALS-related pathology are not strictly interrelated. Cord pathology in ALS patients is likely to be independent of brain changes, indicating that imaging the cervical cord may be a useful adjunctive tool to monitor ALS evolution.


Subject(s)
Amyotrophic Lateral Sclerosis/pathology , Diffusion Magnetic Resonance Imaging , Pyramidal Tracts/pathology , Adult , Aged , Anisotropy , Atrophy , Cervical Vertebrae , Female , Follow-Up Studies , Humans , Longitudinal Studies , Male , Middle Aged , Motor Neurons/pathology , Nerve Degeneration/pathology
15.
Neuroradiology ; 50(10): 895-902, 2008 Oct.
Article in English | MEDLINE | ID: mdl-18560817

ABSTRACT

INTRODUCTION: Functional MRI (fMRI) of the spinal cord is able to provide maps of neuronal activity. Spinal fMRI data have been analyzed in previous studies by calculating the cross-correlation (CC) between the stimulus and the time course of every voxel and, more recently, by using the general linear model (GLM). The aim of this study was to compare three different approaches (CC analysis, GLM and independent component analysis (ICA)) for analyzing fMRI scans of the cervical spinal cord. METHODS: We analyzed spinal fMRI data from healthy subjects during a proprioceptive and a tactile stimulation by using two model-based approaches, i.e., CC analysis between the stimulus shape and the time course of every voxel, and the GLM. Moreover, we applied independent component analysis, a model-free approach which decomposes the data in a set of source signals. RESULTS: All methods were able to detect cervical cord areas of activity corresponding to the expected regions of neuronal activations. Model-based approaches (CC and GLM) revealed similar patterns of activity. ICA could identify a component correlated to fMRI stimulation, although with a lower statistical threshold than model-based approaches, and many components, consistent across subjects, which are likely to be secondary to noise present in the data. CONCLUSIONS: Model-based approaches seem to be more robust for estimating task-related activity, whereas ICA seems to be useful for eliminating noise components from the data. Combined use of ICA and GLM might improve the reliability of spinal fMRI results.


Subject(s)
Magnetic Resonance Imaging/methods , Proprioception/physiology , Spine/physiology , Adult , Female , Humans , Image Processing, Computer-Assisted , Linear Models , Male , Physical Stimulation , Principal Component Analysis
16.
Magn Reson Med ; 59(5): 1035-42, 2008 May.
Article in English | MEDLINE | ID: mdl-18429010

ABSTRACT

Functional MRI (fMRI) was used to assess proprioceptive-associated cervical cord activity in 24 relapsing multiple sclerosis (MS) patients and 10 controls. Cord and brain conventional and diffusion tensor (DT) MRI were also acquired. fMRI was performed using a block design during a proprioceptive stimulation consisting of a passive flexion-extension of the right upper limb. Cord lesion number, cross-sectional area, mean diffusivity (MD) and fractional anisotropy (FA), whole brain and left corticospinal tract lesion volume (LV), gray matter (GM) MD, and normal-appearing white matter (NAWM) MD and FA were calculated. MS patients had higher average cord fMRI signal changes than controls (3.4% vs. 2.7%, P = 0.03). Compared to controls, MS patients also had a higher average signal change in the anterior section of the right cord at C5 (P = 0.005) and left cord at C5-C6 (P = 0.03), whereas no difference was found in the other cord sections. Cord average signal change correlated significantly with cord FA and brain left corticospinal tract LV, GM-MD, and NAWM-FA. This study shows an abnormal pattern of activations in the cervical cord of MS patients following proprioceptive stimulation. Cord fMRI changes might have a role in limiting the clinical consequences of MS associated with irreversible tissue damage.


Subject(s)
Magnetic Resonance Imaging/methods , Multiple Sclerosis, Relapsing-Remitting/physiopathology , Spinal Cord/physiopathology , Adult , Anisotropy , Case-Control Studies , Cervical Vertebrae , Disability Evaluation , Female , Humans , Logistic Models , Male , Middle Aged
17.
Neurology ; 69(23): 2136-45, 2007 Dec 04.
Article in English | MEDLINE | ID: mdl-18056577

ABSTRACT

OBJECTIVE: To determine the functional and structural substrates of motor network dysfunction in patients with relapsing-remitting multiple sclerosis (RRMS). METHODS: Using a 3-T scanner, in 12 right-handed RRMS patients and 14 matched controls, we acquired diffusion tensor (DT) MRI and functional MRI during the performance of a simple motor task with the right (R) hand. Using DT MRI tractography, we calculated DT-derived metrics from several motor and nonmotor white matter (WM) fiber bundles. Functional connectivity analysis was performed using SPM2. RESULTS: Compared with control, MS patients had abnormal DT MRI metrics of all the WM bundles studied. Compared with controls, MS patients had more significant activations of the left (L) supplementary motor area (SMA), the L primary sensorimotor cortex (SMC), and the R cerebellum. They also had increased functional connectivity between the R primary SMC and the R cerebellum (p = 0.01) and the L SMA and the L primary SMC (p = 0.04). Coefficients of altered connectivity were correlated with structural MRI metrics of tissue damage of the corticospinal and the dentatorubrothalamic tract (r values ranging from -0.73 to 0.85). CONCLUSIONS: The correlations found between measures of functional connectivity and structural damage to some of the major brain motor white matter bundles suggest an adaptive role of functional connectivity changes in limiting the clinical consequences of structural damage in patients with relapsing-remitting multiple sclerosis. Combining measures of altered functional and structural connectivities of specific brain networks is a promising tool to elucidate the mechanisms responsible for clinical manifestations of CNS damage.


Subject(s)
Brain/pathology , Brain/physiopathology , Multiple Sclerosis/pathology , Multiple Sclerosis/physiopathology , Adult , Brain Mapping , Female , Humans , Magnetic Resonance Imaging , Male , Motor Activity/physiology
18.
AJNR Am J Neuroradiol ; 28(9): 1659-61, 2007 Oct.
Article in English | MEDLINE | ID: mdl-17885242

ABSTRACT

BACKGROUND AND PURPOSE: In multiple sclerosis (MS), autologous hematopoietic stem cell transplantation (AHSCT) induces a profound suppression of clinical activity and MR imaging-detectable inflammation, but it may be associated with a rapid brain volume loss in the months subsequent to treatment. The aim of this study was to assess how AHSCT affects medium-term evolution of brain atrophy in MS. MATERIALS AND METHODS: MR imaging scans of the brain from 14 patients with rapidly evolving secondary-progressive MS obtained 3 months before and every year after AHSCT for 3 years were analyzed. Baseline normalized brain volumes and longitudinal percentage of brain volume changes (PBVCs) were assessed using the Structural Image Evaluation of Normalized Atrophy software. RESULTS: The median decrease of brain volume was 1.92% over the first year after AHSCT and then declined to 1.35% at the second year and to 0.69% at the third year. The number of enhancing lesions seen on the pretreatment scans was significantly correlated with the PBVCs between baseline and month 12 (r = -0.62; P = .02); no correlation was found with the PBVCs measured over the second and third years. CONCLUSIONS: After AHSCT, the rate of brain tissue loss in patients with MS declines dramatically after the first 2 years. The initial rapid development of brain atrophy may be a late consequence of the pretransplant disease activity and/or a transient result of the intense immunoablative conditioning procedure.


Subject(s)
Brain Diseases/etiology , Brain Diseases/pathology , Hematopoietic Stem Cell Transplantation/adverse effects , Magnetic Resonance Imaging/methods , Multiple Sclerosis, Chronic Progressive/pathology , Multiple Sclerosis, Chronic Progressive/surgery , Adult , Atrophy/etiology , Atrophy/pathology , Female , Humans , Longitudinal Studies , Male , Middle Aged , Multiple Sclerosis, Chronic Progressive/complications , Treatment Outcome
19.
Int MS J ; 14(1): 12-21, 2007 Mar.
Article in English | MEDLINE | ID: mdl-17509248

ABSTRACT

The classical view of MS as an inflammatory-demyelinating condition affecting the white matter (WM) of the central nervous system (CNS) has recently been challenged by the results of several magnetic resonance imaging (MRI) studies. These consistently show grey matter (GM) involvement, which correlates only moderately with the extent of WM pathology. Here we summarize how conventional and modern imaging-based techniques have quantified GM damage in MS, in terms of focal lesions, diffuse tissue abnormalities and irreversible tissue loss. Results from functional MRI studies, together with these new findings, are contributing to a significant change in our MS understanding. MS is now viewed as a global CNS condition, affecting both WM and GM, which has an early and important neurodegenerative component.


Subject(s)
Brain/pathology , Multiple Sclerosis/pathology , Humans , Magnetic Resonance Imaging
20.
Mult Scler ; 13(8): 1068-70, 2007 Sep.
Article in English | MEDLINE | ID: mdl-17468445

ABSTRACT

Using MRI, we measured disease activity and brain atrophy in nine multiple sclerosis patients treated with autologous hematopoietic stem cell transplantation (AHSCT) for a mean follow up of 63 months. We show that AHSCT is associated to a longlasting suppression of inflammation and to a marked decrease of the rate of brain atrophy after the second year following treatment.


Subject(s)
Hematopoietic Stem Cell Transplantation , Multiple Sclerosis/pathology , Multiple Sclerosis/therapy , Adult , Age of Onset , Atrophy , Brain/pathology , Cyclophosphamide/therapeutic use , Follow-Up Studies , Hematopoietic Stem Cell Mobilization/methods , Humans , Inflammation/prevention & control , Magnetic Resonance Imaging , Middle Aged , Transplantation, Autologous
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