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1.
Hum Brain Mapp ; 36(2): 603-18, 2015 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-25293505

RESUMEN

Thalamic atrophy is known to be one of the most important predictors for clinical dysfunction in multiple sclerosis (MS). As the thalamus is highly connected to many cortical areas, this suggests that thalamic atrophy is associated with disruption of cortical functional networks. We investigated this thalamo-cortical system to explain the presence of physical and cognitive problems in MS. Functional magnetic resonance imaging (fMRI) and magnetoencephalography (MEG) were performed in 86 MS patients and 21 healthy subjects. We computed cortical functional networks for fMRI and MEG by respectively the Pearson's correlation coefficient and the phase lag index using the same automated anatomical labeling atlas for both modalities. Thalamo-cortical functional connectivity was only estimated using fMRI. We computed conventional network metrics such as clustering coefficient and path length and analyzed the minimum spanning tree (MST), a subnetwork and backbone of the original network. MS patients showed reduced thalamic volumes and increased thalamo-cortical connectivity. MEG cortical functional networks showed a lower level of integration in MS in terms of the MST, whereas fMRI cortical networks did not differ between groups. Lower integration of MEG cortical functional networks was both related to thalamic atrophy as well as to increased thalamo-cortical functional connectivity in fMRI and to worse cognitive and clinical status. This study demonstrated for the first time that thalamic atrophy is associated with global disruption of cortical functional networks in MS and this global disruption of network activity was related to worse cognitive and clinical function in MS. Hum Brain Mapp 36:603-618, 2015. © 2014 Wiley Periodicals, Inc.


Asunto(s)
Esclerosis Múltiple/patología , Esclerosis Múltiple/fisiopatología , Tálamo/patología , Tálamo/fisiopatología , Adulto , Atrofia , Mapeo Encefálico , Corteza Cerebral/patología , Corteza Cerebral/fisiopatología , Estudios de Cohortes , Estudios Transversales , Femenino , Estudios de Seguimiento , Humanos , Imagen por Resonancia Magnética , Magnetoencefalografía , Masculino , Imagen Multimodal , Vías Nerviosas/patología , Vías Nerviosas/fisiopatología , Pruebas Neuropsicológicas , Tamaño de los Órganos , Índice de Severidad de la Enfermedad , Procesamiento de Señales Asistido por Computador
2.
Mult Scler ; 21(12): 1600-3, 2015 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-25662344

RESUMEN

The presence of anti-John Cunningham Virus (JCV) antibodies is a risk factor for the development of progressive multifocal leukoencephalopathy (PML) in MS patients treated with natalizumab. It has been suggested that an increase in serum anti-JCV antibody index precedes the development of PML. We here describe extensive longitudinal serum anti-JCV antibody indexes of four MS patients who developed PML. Anti-JCV antibodies were measured using the STRATIFY JCV™DxSelect™ test. All four patients had rather stable high anti-JCV antibody indexes in all samples obtained before developing PML. Possibly caused by reaching the saturation level of the assay, no increase in anti-JCV antibody indexes was seen just before the diagnosis of PML. This study confirms that high serum anti-JCV antibody indexes precede natalizumab-associated PML.


Asunto(s)
Anticuerpos Antivirales/sangre , Factores Inmunológicos/efectos adversos , Virus JC/inmunología , Leucoencefalopatía Multifocal Progresiva , Esclerosis Múltiple Recurrente-Remitente , Natalizumab/efectos adversos , Adulto , Femenino , Humanos , Leucoencefalopatía Multifocal Progresiva/sangre , Leucoencefalopatía Multifocal Progresiva/inducido químicamente , Masculino , Esclerosis Múltiple Recurrente-Remitente/sangre , Esclerosis Múltiple Recurrente-Remitente/tratamiento farmacológico
3.
Mult Scler ; 21(14): 1865-71, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-25257617

RESUMEN

BACKGROUND: Assessment of disease impact in multiple sclerosis (MS) is usually driven by information obtained directly from patients using patient-reported outcomes. However, when patients' response in longitudinal studies is less reliable or missing, proxy respondents may be used. OBJECTIVE: The objective of this paper is to evaluate whether long-term patient scores can be reliably estimated using scores obtained from proxies. METHODS: Baseline, six-month and two-year data were collected from 155 patients and proxies on the physical scale of the Multiple Sclerosis Impact Scale (MSIS-29). Linear regression analyses were performed with the patient two-year scores as outcome, proxy two-year scores as predictor and other variables that could contribute to a better prediction of the patient follow-up score. RESULTS: The patient follow-up score could be predicted rather accurately (R(2) = 0.74) using the patient baseline score and the proxy follow-up score. The correlation between observed and predicted scores was 0.86. The model performed well in different follow-up durations and even better in an external cohort. CONCLUSION: A simple model of a constant value (intercept), the patient baseline score and the proxy follow-up score can predict patients' follow-up score on the physical impact of MS.


Asunto(s)
Progresión de la Enfermedad , Esclerosis Múltiple/diagnóstico , Evaluación de Resultado en la Atención de Salud/métodos , Evaluación del Resultado de la Atención al Paciente , Índice de Severidad de la Enfermedad , Adulto , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Evaluación de Resultado en la Atención de Salud/normas
4.
Hum Brain Mapp ; 35(5): 2348-58, 2014 May.
Artículo en Inglés | MEDLINE | ID: mdl-23982918

RESUMEN

Cognitive dysfunction is common in multiple sclerosis (MS). However, the relationship between white matter (WM) damage and cognition remains insufficiently clear. This study investigates the extent and severity of WM diffusion abnormalities in MS patients and relations with cognition. Diffusion tensor imaging scans were obtained in 131 MS patients (88 women, 6 years postdiagnosis) and 49 age-matched controls (29 women). Patient groups were equal in terms of disease duration, disability, and WM lesion volume. Fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) were compared between groups. Post hoc analyses calculated the spatial extent and severity of diffusion abnormalities to relate these to cognitive performance. In controls, 31% of WM voxels showed higher FA in men; therefore, all patient analyses were within-sex. The extent of diffusion changes was higher in male patients than in female patients for all parameters (FA: 24% in women, 53% in men), as was the severity of changes (FA: Z = -0.18 in women, Z = -0.41 in men). Especially the extent of FA abnormalities was strongly related to cognitive performance in all patients (r = -0.42, P < 0.0001). Regionally, thalamic decreases in FA were especially correlated with cognitive performance. Cognitively impaired patients showed greater extent and severity on all diffusion parameters compared to cognitively preserved patients. The WM of male patients was both more extensively and also more severely affected than that of female patients. The extent of WM FA changes, especially in the thalamus, was associated with cognitive performance in this cohort of early MS patients.


Asunto(s)
Trastornos del Conocimiento/etiología , Leucoencefalopatías/etiología , Esclerosis Múltiple/complicaciones , Caracteres Sexuales , Adulto , Estudios de Casos y Controles , Trastornos del Conocimiento/diagnóstico , Imagen de Difusión por Resonancia Magnética , Evaluación de la Discapacidad , Femenino , Humanos , Procesamiento de Imagen Asistido por Computador , Modelos Lineales , Masculino , Persona de Mediana Edad , Pruebas Neuropsicológicas
5.
Hum Brain Mapp ; 35(12): 5946-61, 2014 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-25053254

RESUMEN

Both gray matter atrophy and disruption of functional networks are important predictors for physical disability and cognitive impairment in multiple sclerosis (MS), yet their relationship is poorly understood. Graph theory provides a modality invariant framework to analyze patterns of gray matter morphology and functional coactivation. We investigated, how gray matter and functional networks were affected within the same MS sample and examined their interrelationship. Magnetic resonance imaging and magnetoencephalography (MEG) were performed in 102 MS patients and 42 healthy controls. Gray matter networks were computed at the group-level based on cortical thickness correlations between 78 regions across subjects. MEG functional networks were computed at the subject level based on the phase-lag index between time-series of regions in source-space. In MS patients, we found a more regular network organization for structural covariance networks and for functional networks in the theta band, whereas we found a more random network organization for functional networks in the alpha2 band. Correlation analysis revealed a positive association between covariation in thickness and functional connectivity in especially the theta band in MS patients, and these results could not be explained by simple regional gray matter thickness measurements. This study is a first multimodal graph analysis in a sample of MS patients, and our results suggest that a disruption of gray matter network topology is important to understand alterations in functional connectivity in MS as regional gray matter fails to take into account the inherent connectivity structure of the brain.


Asunto(s)
Encéfalo/patología , Encéfalo/fisiopatología , Sustancia Gris/patología , Sustancia Gris/fisiopatología , Esclerosis Múltiple/patología , Esclerosis Múltiple/fisiopatología , Ritmo alfa , Ritmo Delta , Femenino , Humanos , Procesamiento de Imagen Asistido por Computador , Imagen por Resonancia Magnética , Magnetoencefalografía , Masculino , Persona de Mediana Edad , Vías Nerviosas/patología , Vías Nerviosas/fisiopatología , Tamaño de los Órganos , Ritmo Teta
6.
J Neurol Neurosurg Psychiatry ; 85(6): 647-53, 2014 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-24292999

RESUMEN

AIM: The REbif FLEXible dosing in early MS (REFLEX) study compared several brain MRI outcomes in patients presenting with clinically isolated syndromes suggestive of multiple sclerosis and treated with two dose-frequencies of subcutaneous interferon (IFN) ß-1a or placebo. METHODS: Patients were randomised (1:1:1) to IFN ß-1a, 44 µg subcutaneously three times a week or once a week, or placebo three times a week for up to 24 months. MRI scans were performed every 3 months, or every 6 months if the patient developed clinically definite multiple sclerosis. End points analysed included: number of combined unique active lesions per patient per scan; numbers and volumes of new T2, T1 hypointense and gadolinium-enhancing (Gd+) lesions per patient per scan; and brain volume. RESULTS: 517 patients were randomised (intent-to-treat population: subcutaneous IFN ß-1a three times a week, n=171; subcutaneous IFN ß-1a once a week, n=175; placebo, n=171). Combined unique active lesions were lower in patients treated with subcutaneous IFN ß-1a versus placebo (mean (SD) lesions per patient per scan: three times a week 0.6 (1.15); once a week 1.23 (4.26); placebo 2.70 (5.23); reduction versus placebo: three times a week 81%; once a week 63%; p<0.001) and with three times a week versus once a week (48% reduction; p=0.002). The mean numbers of new T2, T1 hypointense and Gd+ lesions were all significantly lower in the two active treatment arms compared with placebo (p≤0.004 for three times a week or once a week) and in the three times a week group compared with once a week (p≤0.012). CONCLUSIONS: Both subcutaneous IFN ß-1a 44 µg regimens improved MRI outcomes versus placebo, with the three times a week regimen having a more pronounced effect than once a week dosing. TRIAL REGISTRATION: clinicaltrial.gov identifier, NCT00404352.


Asunto(s)
Adyuvantes Inmunológicos/uso terapéutico , Encéfalo/patología , Interferón beta/uso terapéutico , Imagen por Resonancia Magnética , Esclerosis Múltiple/diagnóstico , Esclerosis Múltiple/tratamiento farmacológico , Adyuvantes Inmunológicos/administración & dosificación , Adulto , Esquema de Medicación , Femenino , Humanos , Inyecciones Subcutáneas , Interferón beta-1a , Interferón beta/administración & dosificación , Masculino , Persona de Mediana Edad , Esclerosis Múltiple/inmunología , Esclerosis Múltiple/patología , Tamaño de los Órganos , Resultado del Tratamiento
7.
Mult Scler ; 20(4): 481-8, 2014 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-24019305

RESUMEN

BACKGROUND AND OBJECTIVES: The Symbol Digit Modalities Test (SDMT) shows advantages over the Paced Auditory Serial Addition Test (PASAT) as a cognitive test in patients with multiple sclerosis (MS). To determine which of these tests is most valid and reliable over time as an indicator of the cognitive state of MS patients, long-term test results of both tests were compared in relation to scores of the Brief Repeatable Battery of Neuropsychological tests (BRBN). METHODS: For 485 MS patients visiting the VU University Medical Center Amsterdam for different research projects, a total number of 1078 visits with BRBN (including PASAT and SDMT) was planned. Observed and model-based correlations were used to calculate the construct validity of the SDMT and PASAT 3 seconds test (PASAT3) by comparing correlations with the BRBN-sumscore. The test-retest reliability of each test was also computed. RESULTS: For the construct validity, higher correlations were found between SDMT and BRBN compared to PASAT3 and BRBN, especially for the model-based correlations at baseline. The reliability of the measurements was good for all instruments, with the highest coefficients for the SDMT. CONCLUSION: As a single assessment tool for cognition in MS, the SDMT is more valid and reliable compared to PASAT3.


Asunto(s)
Trastornos del Conocimiento/diagnóstico , Esclerosis Múltiple/psicología , Pruebas Neuropsicológicas , Adulto , Trastornos del Conocimiento/etiología , Femenino , Humanos , Masculino , Reproducibilidad de los Resultados , Factores de Tiempo
8.
Mult Scler ; 20(1): 108-11, 2014 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-23828867

RESUMEN

The use of natalizumab in multiple sclerosis has been restricted by the risk of progressive multifocal leukoencephalopathy (PML). JC virus carriership, duration of natalizumab treatment and past immunosuppression are known risk factors. This has allowed for calculated risk assessment for individual patients to be implemented. Not much data are available about the effect of JCV carriership on patient willingness to continue natalizumab. Here, we evaluated the impact of JCV seropositivity on safety feelings, anxiety and treatment continuation for patients treated with natalizumab, using a visual analog scale, the Hospital Anxiety and Depression Scale and a decisional conflict scale. Seropositivity led to an elevated anxiety level for PML (p = 0.004). However, so far only 3% of patients have discontinued natalizumab because of JCV positivity in our cohort.


Asunto(s)
Anticuerpos Monoclonales Humanizados/uso terapéutico , Ansiedad , Virus JC , Esclerosis Múltiple/tratamiento farmacológico , Esclerosis Múltiple/psicología , Esclerosis Múltiple/virología , Infecciones por Polyomavirus/complicaciones , Adulto , Ansiedad/epidemiología , Ansiedad/virología , Femenino , Humanos , Leucoencefalopatía Multifocal Progresiva/virología , Masculino , Natalizumab , Factores de Riesgo , Encuestas y Cuestionarios
9.
Mult Scler ; 20(8): 1131-4, 2014 07.
Artículo en Inglés | MEDLINE | ID: mdl-24277326

RESUMEN

Previous studies showed that advanced neuroimaging measures (functional MRI, diffusion tensor imaging) could distinguish multiple sclerosis (MS) patients with and without cognitive impairment. Are these measures indeed better indicators for cognitive impairment or subjective cognitive complaints than conventional MRI? Fifty MS patients and 29 controls were investigated. Regression analysis, including socio-demographic data, disease characteristics, psychological measures, and (advanced) neuroimaging, showed that worse cognitive performance was associated with male sex, lower education, and lower gray matter volume. Subjective cognitive complaints were associated with fatigue and less hippocampal atrophy. Advanced MRI measures did not add to the predictive power of our model.


Asunto(s)
Mapeo Encefálico/métodos , Encéfalo/diagnóstico por imagen , Trastornos del Conocimiento/diagnóstico por imagen , Cognición , Imagen por Resonancia Magnética , Esclerosis Múltiple/diagnóstico por imagen , Adulto , Encéfalo/fisiopatología , Trastornos del Conocimiento/fisiopatología , Trastornos del Conocimiento/psicología , Femenino , Humanos , Masculino , Persona de Mediana Edad , Esclerosis Múltiple/fisiopatología , Esclerosis Múltiple/psicología , Valor Predictivo de las Pruebas , Estudios Retrospectivos
10.
Mult Scler ; 20(12): 1616-23, 2014 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-24710798

RESUMEN

BACKGROUND: Patient-reported outcome scales (PROs) are useful in monitoring changes in multiple sclerosis (MS) over time. Although these scales are reliable and valid measures in longitudinal studies in MS patients, it is unknown what the impact is when obtaining longitudinal data from proxies. OBJECTIVE: The objective of this paper is to compare longitudinal changes in patient and proxy responses on PROs assessing physical impact of MS and walking ability. METHODS: In a prospective observational study, data on the Multiple Sclerosis Impact Scale (MSIS-29 physical) and Multiple Sclerosis Walking Scale (MSWS-12) were obtained from 137 patient-proxy couples at baseline and at two-year follow-up. Demographic and disease-related variables explaining agreement or disagreement between patients and proxies were investigated using linear regression analyses. RESULTS: Full agreement was found in 56% (MSIS) and 62% (MSWS) of the patient-proxy couples. Complete disagreement was very rare for both scales (2% MSIS, 5% MSWS). When patients were more positive than proxies, a higher age, longer disease duration, longer patient-proxy relationship and increased levels of depression, anxiety and caregiver burden in proxies were observed. CONCLUSION: In the majority of the patient-proxy couples there was agreement. Proxies can serve as a valuable source of information, but caution remains essential when using scores from proxies.


Asunto(s)
Esclerosis Múltiple/rehabilitación , Apoderado/psicología , Caminata/fisiología , Adolescente , Adulto , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Esclerosis Múltiple/fisiopatología , Esclerosis Múltiple/psicología , Estudios Prospectivos , Análisis de Regresión , Autoinforme , Índice de Severidad de la Enfermedad , Encuestas y Cuestionarios , Adulto Joven
11.
Eur Radiol ; 24(4): 841-9, 2014 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-24317461

RESUMEN

OBJECTIVES: To investigate whether a new magnetic resonance image (MRI) technique called T2*-weighted fluid attenuation inversion recovery (FLAIR*) can differentiate between multiple sclerosis (MS) and vascular brain lesions, at 7 Tesla (T). METHODS: We examined 16 MS patients and 16 age-matched patients with (risk factors for) vascular disease. 3D-FLAIR and T2*-weighted images were combined into FLAIR* images. Lesion type and intensity, perivascular orientation and presence of a hypointense rim were analysed. RESULTS: In total, 433 cerebral lesions were detected in MS patients versus 86 lesions in vascular patients. Lesions in MS patients were significantly more often orientated in a perivascular manner: 74 % vs. 47 % (P < 0.001). Ten MS lesions (2.3 %) were surrounded by a hypointense rim on FLAIR*, and 24 MS lesions (5.5 %) were hypointense on T2*. No lesions in vascular patients showed any rim or hypointensity. Specificity of differentiating MS from vascular lesions on 7-T FLAIR* increased when the presence of a central vessel was taken into account (from 63 % to 88 %), most obviously for deep white matter lesions (from 69 % to 94 %). High sensitivity remained (81 %). CONCLUSION: 7-T FLAIR* improves differentiation between MS and vascular lesions based on lesion location, perivascular orientation and presence of hypointense (rims around) lesions. KEY POINTS: • A new MRI technique T2*-weighted fluid attenuation inversion recovery (FLAIR*) was investigated. • FLAIR* at 7-T MRI combines FLAIR and T2* images into a single image. • FLAIR* at 7 T does not require enhancement with contrast agents. •High-resolution 7-T FLAIR* improves differentiation between MS and vascular brain lesions. • FLAIR* revealed a central vessel more frequently in MS than vascular lesions.


Asunto(s)
Encéfalo/patología , Procesamiento de Imagen Asistido por Computador , Imagen por Resonancia Magnética/métodos , Esclerosis Múltiple/patología , Adulto , Encéfalo/irrigación sanguínea , Estudios de Casos y Controles , Diagnóstico Diferencial , Femenino , Humanos , Masculino , Persona de Mediana Edad , Sensibilidad y Especificidad
12.
Eur Neurol ; 72(3-4): 132-41, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25095894

RESUMEN

BACKGROUND: Multiple sclerosis (MS) is a chronic inflammatory disease of the central nervous system characterized by demyelination and axonal loss. The etiology of MS is unknown; however, environmental and genetic factors play a key role in the development of MS. Diagnostic criteria have been adapted to facilitate earlier diagnosis with increased sensitivity and specificity. Our understanding of the pathophysiology of MS has deepened considerably in recent years, resulting in different therapies to modify the disease course. Furthermore, several drugs have lately shown efficacy in phase III studies and their approval is expected in the near future. As treatment options expand, a future challenge will be to find the optimal treatment for the individual patient. SUMMARY: This mini-review gives an overview of the current knowledge of MS with emphasis on the latest diagnostic criteria and both current and upcoming treatment options. Key Messages: Treatment of MS changes rapidly as the knowledge and therapeutic options in MS expand. Clinical Impact: Diagnosis of MS is based on McDonald criteria. MS therapy can be divided into relapse, disease-modifying and symptomatic treatment. Relapses are commonly treated with intravenous methylprednisolone. First-line therapy consists of either interferon-ß, glatiramer acetate or teriflunomide. In general, agents used as escalation therapies (natalizumab, fingolimod and mitoxantrone) are more potent than the agents used for first-line therapy; however, these have potentially serious side effects and should be used with care.


Asunto(s)
Factores Inmunológicos/uso terapéutico , Esclerosis Múltiple/epidemiología , Esclerosis Múltiple/fisiopatología , Esclerosis Múltiple/terapia , Sistema Nervioso Central/efectos de los fármacos , Sistema Nervioso Central/patología , Humanos , Esclerosis Múltiple/diagnóstico
13.
Hum Brain Mapp ; 34(1): 52-61, 2013 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-21954106

RESUMEN

Multiple sclerosis (MS) is characterized by extensive damage in the central nervous system. Within this field, there is a strong need for more advanced, functional imaging measures, as abnormalities measured with structural imaging insufficiently explain clinicocognitive decline in MS. In this study we investigated functional connectivity changes in MS using resting-state magnetoencephalography (MEG). Data from 34 MS patients and 28 age and gender-matched controls was assessed using synchronization likelihood (SL) as a measure of functional interaction strength between brain regions, and graph analysis to characterize topological patterns of connectivity changes. Cognition was assessed using extensive neuropsychological evaluation. Structural measures included brain and lesion volumes, using MRI. Results show SL increases in MS patients in theta, lower alpha and beta bands, with decreases in the upper alpha band. Graph analysis revealed a more regular topology in the lower alpha band in patients, indicated by an increased path length (λ) and clustering coefficient (γ). Attention and working memory domains were impaired, with decreased brain volumes. A stepwise linear regression model using clinical, MRI and MEG parameters as predictors revealed that only increases in lower alpha band γ predicted impaired cognition. Cognitive impairments and related altered connectivity patterns were found to be especially predominant in male patients. These results show specific functional changes in MS as measured with MEG. Only changes in network topology were related to poorer cognitive outcome. This indicates the value of graph analysis beyond traditional structural and functional measures, with possible implications for diagnostic and/or prognostic purposes in MS.


Asunto(s)
Encéfalo/fisiopatología , Cognición/fisiología , Magnetoencefalografía , Esclerosis Múltiple/fisiopatología , Vías Nerviosas/fisiopatología , Adulto , Ritmo alfa/fisiología , Atrofia/patología , Atrofia/fisiopatología , Ritmo beta/fisiología , Encéfalo/patología , Mapeo Encefálico/métodos , Trastornos del Conocimiento/patología , Trastornos del Conocimiento/fisiopatología , Femenino , Humanos , Modelos Lineales , Masculino , Persona de Mediana Edad , Esclerosis Múltiple/patología , Análisis Multivariante , Vías Nerviosas/patología , Descanso/fisiología , Factores Sexuales , Ritmo Teta/fisiología
14.
Radiology ; 269(2): 542-52, 2013 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-23737540

RESUMEN

PURPOSE: To determine whether spinal cord atrophy differs among disease subtypes in multiple sclerosis (MS) and whether it offers diagnostic and clinical correlative information beyond that provided by other magnetic resonance (MR) imaging markers. MATERIALS AND METHODS: The institutional review board approved the study; all subjects gave written informed consent. Upper cervical cord cross-sectional area (UCCA), brain and spinal cord lesion loads, and brain atrophy were measured in 440 patients with MS (311 with relapsing-remitting [RR] MS, 92 with secondary-progressive [SP] MS, and 37 with primary-progressive [PP] MS) studied in two centers. Disability was scored with the Expanded Disability Status Scale (EDSS), the timed 25-foot walk test (TWT), and the nine-hole peg test. UCCA was compared between groups with the Mann-Whitney U test. Correlations were assessed with the Spearman ρ test. Multivariate associations between UCCA and clinical and other MR imaging parameters, including number of hypointense brain lesions on T1-weighted MR images, presence of diffuse abnormalities, and number of involved segments in the spinal cord, were assessed by using multiple linear regression, adjusted for study center site. RESULTS: The UCCA in patients with SP MS (median, 79 mm(2); interquartile range, 72.4-84.9 mm(2)) and PP MS (median, 77.3 mm(2); interquartile range, 69-82.5 mm(2)) was significantly smaller (P < .001) than that in patients with RR MS (median, 84 mm(2); interquartile range, 78.7-89.3 mm(2)). UCCA was inversely correlated with EDSS score, TWT, and nine-hole peg test findings (ρ ≤ -0.29, P < .001 for all comparisons). UCCA, number of hypointense brain lesions on T1-weighted MR images, presence of diffuse abnormalities, and number of involved segments in the spinal cord were found to be significant explanatory factors for clinical disability (R(2) = 0.564). The UCCA and the number of hypointense brain lesions on T1-weighted images were the strongest MR imaging parameters for explaining physical disability, as measured with the EDSS. CONCLUSION: Spinal cord abnormalities have a strong effect on clinical disability in MS. MR imaging-derived UCCA was found to be the most significant spinal cord parameter for explaining EDSS score.


Asunto(s)
Evaluación de la Discapacidad , Imagen por Resonancia Magnética/métodos , Esclerosis Múltiple/patología , Esclerosis Múltiple/fisiopatología , Médula Espinal/patología , Médula Espinal/fisiopatología , Adulto , Atrofia/patología , Atrofia/fisiopatología , Femenino , Humanos , Masculino , Persona de Mediana Edad
15.
J Neurol Neurosurg Psychiatry ; 84(10): 1082-91, 2013 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-23524331

RESUMEN

OBJECTIVE: To determine whether brain atrophy and lesion volumes predict subsequent 10 year clinical evolution in multiple sclerosis (MS). DESIGN: From eight MAGNIMS (MAGNetic resonance Imaging in MS) centres, we retrospectively included 261 MS patients with MR imaging at baseline and after 1-2 years, and Expanded Disability Status Scale (EDSS) scoring at baseline and after 10 years. Annualised whole brain atrophy, central brain atrophy rates and T2 lesion volumes were calculated. Patients were categorised by baseline diagnosis as primary progressive MS (n=77), clinically isolated syndromes (n=18), relapsing-remitting MS (n=97) and secondary progressive MS (n=69). Relapse onset patients were classified as minimally impaired (EDSS=0-3.5, n=111) or moderately impaired (EDSS=4-6, n=55) according to their baseline disability (and regardless of disease type). Linear regression models tested whether whole brain and central atrophy, lesion volumes at baseline, follow-up and lesion volume change predicted 10 year EDSS and MS Severity Scale scores. RESULTS: In the whole patient group, whole brain and central atrophy predicted EDSS at 10 years, corrected for imaging protocol, baseline EDSS and disease modifying treatment. The combined model with central atrophy and lesion volume change as MRI predictors predicted 10 year EDSS with R(2)=0.74 in the whole group and R(2)=0.72 in the relapse onset group. In subgroups, central atrophy was predictive in the minimally impaired relapse onset patients (R(2)=0.68), lesion volumes in moderately impaired relapse onset patients (R(2)=0.21) and whole brain atrophy in primary progressive MS (R(2)=0.34). CONCLUSIONS: This large multicentre study points to the complementary predictive value of atrophy and lesion volumes for predicting long term disability in MS.


Asunto(s)
Encéfalo/patología , Enfermedades Desmielinizantes/diagnóstico , Evaluación de la Discapacidad , Interpretación de Imagen Asistida por Computador , Imagen por Resonancia Magnética , Esclerosis Múltiple Crónica Progresiva/diagnóstico , Esclerosis Múltiple Recurrente-Remitente/diagnóstico , Adulto , Atrofia , Femenino , Humanos , Modelos Lineales , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos
16.
Mult Scler ; 19(5): 593-600, 2013 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-22992450

RESUMEN

BACKGROUND: Antibodies against natalizumab have been found in 4.5-14.1% of natalizumab-treated multiple sclerosis (MS) patients. If antibodies persist, they are associated with an adverse effect on treatment response. However, it has proved to be difficult to standardize anti-drug antibody measurements. OBJECTIVES: The purpose of this study was to evaluate the clinical and radiological impact of serum natalizumab concentrations and their relation with anti-natalizumab antibodies in MS patients. METHODS: In this prospective observational cohort study of 73 consecutive patients treated with natalizumab, we measured serum natalizumab levels and antibody titers before the start of natalizumab treatment, at weeks 12 and 24 and annually after natalizumab initiation. Antibodies against natalizumab were measured by radioimmunoassay and serum natalizumab concentrations using a newly developed enzyme linked immunosorbent assay (ELISA). Magnetic resonance imaging (MRI) scan and clinical evaluation were performed before the start of natalizumab treatment and subsequently every year. RESULTS: Antibodies were detected in 58% of the natalizumab-treated patients. All patients developed their antibodies before week 24. The large majority of these patients reverted to neutralizing antibody (NAb) negative status during follow-up. The presence of antibodies was inversely correlated with serum natalizumab concentration (p<0.001). Only high antibody titers are associated with very low or undetectable serum natalizumab concentration. Both high antibody titers and low serum natalizumab concentrations are associated with relapses and gadolinium-enhancing lesions on MRI. CONCLUSIONS: Our data show that both low natalizumab serum concentration and high antibody titers are associated with a lack of efficacy of natalizumab. Measuring serum natalizumab, using a highly specific assay, might lead to more enhanced precision using natalizumab in individual patients.


Asunto(s)
Anticuerpos Monoclonales Humanizados/sangre , Anticuerpos Neutralizantes/inmunología , Factores Inmunológicos/uso terapéutico , Esclerosis Múltiple/tratamiento farmacológico , Adulto , Anticuerpos Antiidiotipos/inmunología , Anticuerpos Monoclonales Humanizados/inmunología , Encéfalo/patología , Estudios de Cohortes , Progresión de la Enfermedad , Femenino , Humanos , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Esclerosis Múltiple/inmunología , Esclerosis Múltiple/patología , Natalizumab , Estudios Prospectivos , Resultado del Tratamiento
17.
Mult Scler ; 19(3): 281-8, 2013 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-22851457

RESUMEN

BACKGROUND: Several genetic markers have been associated with multiple sclerosis (MS) susceptibility; however, uncovering the genetic aetiology of the complex phenotypic expression of MS has been more difficult so far. The most common approach in imaging genetics is based on mass-univariate linear modelling (MULM), which faces several limitations. OBJECTIVE: Here we apply a novel multivariate statistical model, sparse reduced-rank regression (sRRR), to identify possible associations of glutamate related single nucleotide polymorphisms (SNPs) and multiple MRI-derived phenotypes in MS. METHODS: Seven phenotypes related to brain and lesion volumes for a total number of 326 relapsing-remitting and secondary-progressive MS patients and a total of 3809 glutamate related and control SNPs were analysed with sRRR, which resulted in a ranking of SNPs in decreasing order of importance ('selection probability'). Lasso regression and MULM were used as comparative statistical techniques to assess consistency of the most important associations over different statistical models. RESULTS: Five SNPs within the NMDA-receptor-2A-subunit (GRIN2A) domain were identified by sRRR in association with normalized brain volume (NBV), normalized grey matter volume and normalized white matter volume (NMWM). The association between GRIN2A and both NBV and NWMV was confirmed in MULM and Lasso analysis. CONCLUSIONS: Using a novel, multivariate regression model confirmed by two other statistical approaches we show associations between GRIN2A SNPs and phenotypic variation in NBV and NWMV in this first exploratory study. Replications in independent datasets are now necessary to validate these findings.


Asunto(s)
Química Encefálica/genética , Endofenotipos , Técnicas de Genotipaje/métodos , Ácido Glutámico/genética , Modelos Estadísticos , Esclerosis Múltiple/genética , Polimorfismo de Nucleótido Simple/genética , Receptores de N-Metil-D-Aspartato/genética , Adulto , Anciano , Femenino , Técnicas de Genotipaje/estadística & datos numéricos , Humanos , Imagen por Resonancia Magnética/instrumentación , Imagen por Resonancia Magnética/métodos , Masculino , Persona de Mediana Edad , Esclerosis Múltiple/diagnóstico , Esclerosis Múltiple/patología , Análisis Multivariante , Valor Predictivo de las Pruebas , Análisis de Regresión , Adulto Joven
18.
Eur Radiol ; 23(2): 528-40, 2013 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-22898935

RESUMEN

OBJECTIVES: Seven-Tesla MRI demonstrated new pathological features of multiple sclerosis (MS) using T2-weighted sequences. However, a clinical MRI protocol at 7 T has never been investigated. We evaluated the clinical value of 7-T MRI by investigating the sensitivity of lesion detection compared with 3 T. METHODS: Thirty-eight MS patients and eight healthy controls underwent multi-contrast MRI using 3D T1-weighted (3D-T1w), 2D dual-echo T2-weighted (2D-T2w) and 3D fluid-attenuated inversion recovery (3D-FLAIR) at 3 and 7 T. Images were analysed for focal lesions, which were counted and categorised according to anatomical location. The study was approved by the institutional review board. RESULTS: Lesion-wise analysis showed increased lesion counts in cortical grey matter (GM) at 7 T of 91, 75 and 238 % for 3D-T1w, 2D-T2w and FLAIR sequences, respectively. Patient-wise analysis confirmed this for 2D-T2w and FLAIR (P < 0.023 and P < 0.001). Seven-Tesla white matter (WM) lesion detection was not increased; 3D-FLAIR even detected significantly more WM lesions at 3 T. CONCLUSIONS: Using a clinical multi-contrast MRI protocol, increased lesion detection was observed in cortical GM but not in WM. Given the clinical relevance of GM abnormalities, this may have consequences for clinical outcome measures, prognostic classification and future diagnostic criteria incorporating GM abnormalities.


Asunto(s)
Corteza Cerebral/patología , Medios de Contraste , Imagenología Tridimensional , Imagen por Resonancia Magnética/métodos , Esclerosis Múltiple/diagnóstico , Adulto , Anciano , Estudios de Casos y Controles , Imagen Eco-Planar/métodos , Femenino , Humanos , Aumento de la Imagen/métodos , Procesamiento de Imagen Asistido por Computador , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Valores de Referencia , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Índice de Severidad de la Enfermedad , Estadísticas no Paramétricas
19.
Hum Brain Mapp ; 33(10): 2268-80, 2012 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-21898674

RESUMEN

Memory deficits are highly prevalent in multiple sclerosis (MS). As the hippocampus is crucial to memory processing, a functional magnetic resonance imaging (fMRI) task was used to investigate changes in hippocampal function in MS patients with and without cognitive decline. Fifty patients with MS, (34 cognitively preserved (CP) and 16 cognitively impaired (CI)) and 30 healthy controls completed an episodic memory fMRI task (encoding and retrieval) that was used to specifically activate the hippocampus. During encoding of correctly remembered items, increased brain activation was seen in the parahippocampal areas bilaterally and in the left anterior cingulate gyrus in the CP patients compared to the controls (unclustered, Z ≥ 3.1, P ≤ 0.001). No brain areas showed less activation. In CI patients the right (para)hippocampal areas and the prefrontal cortex showed less brain activation compared to controls (cluster-corrected, P < 0.05). The posterior cingulate gyrus and the left precuneus showed increased activation in CI patients when compared to controls (unclustered Z ≥ 3.1, P ≤ 0.001). No significant differences were found on structural MRI measures between the CP and CI patients. These results suggest the presence of functional adaptation in the memory network before cognitive decline becomes evident in MS, as displayed by the increased brain activation in the hippocampal-cingulate memory system in CP patients. Interestingly, CI patients showed less activation in the hippocampal network during correct encoding. These findings are important for future cognitive therapeutic studies, since cognitive intervention might be most effective before cognitive impairment is present and when adaptive changes of the brain are most prominent.


Asunto(s)
Mapeo Encefálico , Hipocampo/fisiopatología , Memoria/fisiología , Esclerosis Múltiple/fisiopatología , Plasticidad Neuronal/fisiología , Adaptación Fisiológica/fisiología , Adulto , Femenino , Humanos , Interpretación de Imagen Asistida por Computador , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Adulto Joven
20.
Ann Neurol ; 69(2): 292-302, 2011 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-21387374

RESUMEN

New evidence and consensus has led to further revision of the McDonald Criteria for diagnosis of multiple sclerosis. The use of imaging for demonstration of dissemination of central nervous system lesions in space and time has been simplified, and in some circumstances dissemination in space and time can be established by a single scan. These revisions simplify the Criteria, preserve their diagnostic sensitivity and specificity, address their applicability across populations, and may allow earlier diagnosis and more uniform and widespread use.


Asunto(s)
Esclerosis Múltiple/diagnóstico , Diagnóstico Precoz , Humanos , Imagen por Resonancia Magnética , Sensibilidad y Especificidad
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