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1.
Hum Brain Mapp ; 45(6): e26678, 2024 Apr 15.
Artículo en Inglés | MEDLINE | ID: mdl-38647001

RESUMEN

Functional gradient (FG) analysis represents an increasingly popular methodological perspective for investigating brain hierarchical organization but whether and how network hierarchy changes concomitant with functional connectivity alterations in multiple sclerosis (MS) has remained elusive. Here, we analyzed FG components to uncover possible alterations in cortical hierarchy using resting-state functional MRI (rs-fMRI) data acquired in 122 MS patients and 97 healthy control (HC) subjects. Cortical hierarchy was assessed by deriving regional FG scores from rs-fMRI connectivity matrices using a functional parcellation of the cerebral cortex. The FG analysis identified a primary (visual-to-sensorimotor) and a secondary (sensory-to-transmodal) component. Results showed a significant alteration in cortical hierarchy as indexed by regional changes in FG scores in MS patients within the sensorimotor network and a compression (i.e., a reduced standard deviation across all cortical parcels) of the sensory-transmodal gradient axis, suggesting disrupted segregation between sensory and cognitive processing. Moreover, FG scores within limbic and default mode networks were significantly correlated ( ρ = 0.30 $$ \rho =0.30 $$ , p < .005 after Bonferroni correction for both) with the symbol digit modality test (SDMT) score, a measure of information processing speed commonly used in MS neuropsychological assessments. Finally, leveraging supervised machine learning, we tested the predictive value of network-level FG features, highlighting the prominent role of the FG scores within the default mode network in the accurate prediction of SDMT scores in MS patients (average mean absolute error of 1.22 ± 0.07 points on a hold-out set of 24 patients). Our work provides a comprehensive evaluation of FG alterations in MS, shedding light on the hierarchical organization of the MS brain and suggesting that FG connectivity analysis can be regarded as a valuable approach in rs-fMRI studies across different MS populations.


Asunto(s)
Corteza Cerebral , Conectoma , Imagen por Resonancia Magnética , Esclerosis Múltiple , Red Nerviosa , Humanos , Masculino , Femenino , Adulto , Corteza Cerebral/diagnóstico por imagen , Corteza Cerebral/fisiopatología , Persona de Mediana Edad , Red Nerviosa/diagnóstico por imagen , Red Nerviosa/fisiopatología , Conectoma/métodos , Esclerosis Múltiple/diagnóstico por imagen , Esclerosis Múltiple/fisiopatología , Esclerosis Múltiple/patología , Red en Modo Predeterminado/diagnóstico por imagen , Red en Modo Predeterminado/fisiopatología
2.
J Neurol Neurosurg Psychiatry ; 95(2): 142-150, 2024 Jan 11.
Artículo en Inglés | MEDLINE | ID: mdl-37775266

RESUMEN

BACKGROUND: The assessment of treatment response is a crucial step for patients with relapsing-remitting multiple sclerosis on disease-modifying therapies (DMTs). We explored whether a scoring system developed within the MAGNIMS (MRI in Multiple Sclerosis) network to evaluate treatment response to injectable drugs can be adopted also to oral DMTs. METHODS: A multicentre dataset of 1200 patients who started three oral DMTs (fingolimod, teriflunomide and dimethyl fumarate) was collected within the MAGNIMS network. Disease activity after the first year was classified by the 'MAGNIMS' score based on the combination of relapses (0-≥2) and/or new T2 lesions (<3 or ≥3) on brain MRI. We explored the association of this score with the following 3-year outcomes: (1) confirmed disability worsening (CDW); (2) treatment failure (TFL); (3) relapse count between years 1 and 3. The additional value of contrast-enhancing lesions (CELs) and lesion location was explored. RESULTS: At 3 years, 160 patients experienced CDW: 12% of them scored '0' (reference), 18% scored '1' (HR=1.82, 95% CI 1.20 to 2.76, p=0.005) and 37% scored '2' (HR=2.74, 95% CI 1.41 to 5.36, p=0.003) at 1 year. The analysis of other outcomes provided similar findings. Considering the location of new T2 lesions (supratentorial vs infratentorial/spinal cord) and the presence of CELs improved the prediction of CDW and TFL, respectively, in patients with minimal MRI activity alone (one or two new T2 lesions). CONCLUSIONS: Early relapses and substantial MRI activity in the first year of treatment are associated with worse short-term outcomes in patients treated with some of the oral DMTs.


Asunto(s)
Esclerosis Múltiple Recurrente-Remitente , Esclerosis Múltiple , Humanos , Esclerosis Múltiple/tratamiento farmacológico , Inmunosupresores/efectos adversos , Esclerosis Múltiple Recurrente-Remitente/diagnóstico por imagen , Esclerosis Múltiple Recurrente-Remitente/tratamiento farmacológico , Clorhidrato de Fingolimod/uso terapéutico , Recurrencia
3.
Artículo en Inglés | MEDLINE | ID: mdl-38844341

RESUMEN

BACKGROUND: Cerebrospinal fluid myelin oligodendrocyte glycoprotein IgG (CSF MOG-IgG) are found in a proportion of patients with MOG antibody-associated disorder (MOGAD) and have been associated with severe disease presentations. However, most studies did not systematically investigate the role of MOG-IgG intrathecal synthesis (ITS). METHODS: We retrospectively studied 960 consecutive patients with paired serum and CSF samples screened for MOG-IgG using a live cell-based assays. MOG-IgG-specific antibody index (AIMOG) was systematically calculated using serum and CSF titres to assess MOG-IgG ITS, and clinical features were compared between MOG-IgG CSF+/CSF- and ITS+/ITS- patients. RESULTS: MOG-IgG were found in 55/960 patients (5.7%; serum+/CSF-: 58.2%, serum+/CSF+: 34.5%; serum-/CSF+: 7.3%). Serum/CSF MOG-IgG titres showed a moderate correlation in patients without ITS (ρ=0.47 (CI 0.18 to 0.68), p<0.001), but not in those with ITS (ρ=0.14 (CI -0.46 to -0.65), p=0.65). There were no clinical-paraclinical differences between MOG-IgG CSF+ vs CSF- patients. Conversely, patients with MOG-IgG ITS showed pyramidal symptoms (73% vs 32%, p=0.03), spinal cord involvement (82% vs 39%, p=0.02) and severe outcome at follow-up (36% vs 5%, p=0.02) more frequently than those without MOG-IgG ITS. A multivariate logistic regression model indicated that MOG-IgG ITS was an independent predictor of a poor outcome (OR: 14.93 (CI 1.40 to 19.1); p=0.03). AIMOG correlated with Expanded Disability Status Scale (EDSS) scores at disease nadir and at last follow-up (p=0.02 and p=0.01). CONCLUSIONS: Consistently with physiopathology, MOG-IgG ITS is a promising prognostic factor in MOGAD, and its calculation could enhance the clinical relevance of CSF MOG-IgG testing, making a case for its introduction in clinical practice.

4.
Neurol Sci ; 45(8): 3931-3938, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38418663

RESUMEN

INTRODUCTION: The present study aimed to explore the suitability of the vocabulary knowledge (VOC) test as an accurate and reliable proxy of cognitive reserve (CR) by evaluating its psychometric properties and discrimination accuracy compared with other CR measures in multiple sclerosis (MS). METHODS: Sixty-eight consecutive people with multiple sclerosis (pwMS), followed at our MS outpatient clinic, completed a clinical evaluation and neuropsychological assessment including: VOC, Brief Repeatable Battery of Neuropsychological Tests (BRB-N), Cognitive Reserve Index Questionnaire (CRIq), Beck Depression Inventory-II, and State-Trait Anxiety Inventory. Reliability, convergent and divergent validity, and discrimination accuracy of the VOC were assessed using educational level as reference standard. The possible effects of sociodemographic and clinical factors on VOC and their role in predicting global cognitive status were also explored. RESULTS: VOC demonstrated good internal consistency (Cronbach's α = 0.894) and adequate construct validity. It showed an acceptable level of discrimination between pwMS with high and low CR, comparable to the CRIq score. Education strongly affected VOC scores, which in turn were independent of MS features. VOC emerged as an independent predictor of global cognitive status together with MS-related disability. CONCLUSION: We demonstrated the validity of VOC as a reliable CR measure in pwMS. Thus, CR may also be estimated using fixed objective measures, independent of brain pathology and clinical features. Early CR estimation may help clinicians identify pwMS at a higher risk of cognitive decline and plan strict neuropsychological monitoring and cognitive interventions.


Asunto(s)
Reserva Cognitiva , Esclerosis Múltiple , Pruebas Neuropsicológicas , Psicometría , Humanos , Reserva Cognitiva/fisiología , Masculino , Femenino , Esclerosis Múltiple/psicología , Esclerosis Múltiple/complicaciones , Persona de Mediana Edad , Adulto , Reproducibilidad de los Resultados , Pruebas Neuropsicológicas/normas , Psicometría/normas , Vocabulario , Disfunción Cognitiva/diagnóstico , Disfunción Cognitiva/etiología
5.
Hum Brain Mapp ; 44(1): 186-202, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-36255155

RESUMEN

Many patients with multiple sclerosis (MS) experience information processing speed (IPS) deficits, and the Symbol Digit Modalities Test (SDMT) has been recommended as a valid screening test. Magnetic resonance imaging (MRI) has markedly improved the understanding of the mechanisms associated with cognitive deficits in MS. However, which structural MRI markers are the most closely related to cognitive performance is still unclear. We used the multicenter 3T-MRI data set of the Italian Neuroimaging Network Initiative to extract multimodal data (i.e., demographic, clinical, neuropsychological, and structural MRIs) of 540 MS patients. We aimed to assess, through machine learning techniques, the contribution of brain MRI structural volumes in the prediction of IPS deficits when combined with demographic and clinical features. We trained and tested the eXtreme Gradient Boosting (XGBoost) model following a rigorous validation scheme to obtain reliable generalization performance. We carried out a classification and a regression task based on SDMT scores feeding each model with different combinations of features. For the classification task, the model trained with thalamus, cortical gray matter, hippocampus, and lesions volumes achieved an area under the receiver operating characteristic curve of 0.74. For the regression task, the model trained with cortical gray matter and thalamus volumes, EDSS, nucleus accumbens, lesions, and putamen volumes, and age reached a mean absolute error of 0.95. In conclusion, our results confirmed that damage to cortical gray matter and relevant deep and archaic gray matter structures, such as the thalamus and hippocampus, is among the most relevant predictors of cognitive performance in MS.


Asunto(s)
Trastornos del Conocimiento , Esclerosis Múltiple , Humanos , Esclerosis Múltiple/patología , Velocidad de Procesamiento , Imagen por Resonancia Magnética/métodos , Trastornos del Conocimiento/patología , Aprendizaje Automático , Pruebas Neuropsicológicas
6.
J Neurol Neurosurg Psychiatry ; 94(1): 10-18, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-36171105

RESUMEN

OBJECTIVES: To evaluate the combined contribution of brain and cervical cord damage in predicting 5-year clinical worsening in a multicentre cohort of definite multiple sclerosis (MS) patients. METHODS: Baseline 3.0T brain and cervical cord T2-weighted and three-dimensional T1-weighted MRI was acquired in 367 patients with MS (326 relapse-onset and 41 progressive-onset) and 179 healthy controls. Expanded Disability Status Scale (EDSS) score was obtained at baseline and after a median follow-up of 5.1 years (IQR=4.8-5.2). At follow-up, patients were classified as clinically stable/worsened according to EDSS changes. Generalised linear mixed models identified predictors of clinical worsening, evolution to secondary progressive (SP) MS and reaching EDSS=3.0, 4.0 and 6.0 milestones at 5 years. RESULTS: At follow-up, 120/367 (33%) patients with MS worsened clinically; 36/256 (14%) patients with relapsing-remitting evolved to SPMS. Baseline predictors of EDSS worsening were progressive-onset versus relapse-onset MS (standardised beta (ß)=0.97), higher EDSS (ß=0.41), higher cord lesion number (ß=0.41), lower normalised cortical volume (ß=-0.15) and lower cord area (ß=-0.28) (C-index=0.81). Older age (ß=0.86), higher EDSS (ß=1.40) and cord lesion number (ß=0.87) independently predicted SPMS conversion (C-index=0.91). Predictors of reaching EDSS=3.0 after 5 years were higher baseline EDSS (ß=1.49), cord lesion number (ß=1.02) and lower normalised cortical volume (ß=-0.56) (C-index=0.88). Baseline age (ß=0.30), higher EDSS (ß=2.03), higher cord lesion number (ß=0.66) and lower cord area (ß=-0.41) predicted EDSS=4.0 (C-index=0.92). Finally, higher baseline EDSS (ß=1.87) and cord lesion number (ß=0.54) predicted EDSS=6.0 (C-index=0.91). CONCLUSIONS: Spinal cord damage and, to a lesser extent, cortical volume loss helped predicting worse 5-year clinical outcomes in MS.


Asunto(s)
Esclerosis Múltiple Crónica Progresiva , Esclerosis Múltiple Recurrente-Remitente , Esclerosis Múltiple , Enfermedades de la Médula Espinal , Humanos , Esclerosis Múltiple/diagnóstico por imagen , Esclerosis Múltiple/patología , Sustancia Gris/diagnóstico por imagen , Sustancia Gris/patología , Imagen por Resonancia Magnética/métodos , Esclerosis Múltiple Crónica Progresiva/diagnóstico por imagen , Esclerosis Múltiple Crónica Progresiva/patología , Atrofia/patología , Enfermedades de la Médula Espinal/patología , Encéfalo/diagnóstico por imagen , Encéfalo/patología , Recurrencia , Esclerosis Múltiple Recurrente-Remitente/diagnóstico por imagen , Esclerosis Múltiple Recurrente-Remitente/patología , Médula Espinal/diagnóstico por imagen , Médula Espinal/patología , Evaluación de la Discapacidad
7.
Mult Scler ; 29(7): 856-865, 2023 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-37165941

RESUMEN

BACKGROUND: Little is known about COVID-19 course and outcomes after a third booster dose of mRNA vaccine against SARS-CoV-2 (mRNA-Vax) in patients with multiple sclerosis (pwMS) treated with ocrelizumab (OCR) and fingolimod (FNG), which showed a weakened immune response to mRNA-vax. OBJECTIVES: The aim of this study was to evaluate COVID-19 course and outcomes in pwMS on OCR and FNG after receiving the third dose of mRNA-Vax and to compare it with pwMS on natalizumab (NTZ). METHODS: Inclusion criteria: >18 years of age, being treated with OCR/FNG/NTZ since the first mRNA-Vax dose; COVID-19 after a third booster dose of mRNA-Vax; no steroids use. RESULTS: Overall, 290 pwMS (79 NTZ, 126 OCR, and 85 FNG) from 17 Italian MS centers were included. Age, Expanded Disability Status Scale (EDSS) score, MS phenotype, disease, and treatment duration were significantly different across groups. PwMS who had COVID-19 on OCR and FNG compared with those on NTZ were slightly more symptomatic with higher hospitalization rates (11.1% vs 7.1% vs 1.3%, respectively). Regression models showed that the majority of the differences observed were not related to the disease-modifying treatments (DMTs) used. No fatal cases were observed. CONCLUSION: Our results support the effectiveness of the third booster dose of mRNA-Vax against severe forms of COVID-19 in pwMS treated with OCR and FNG.


Asunto(s)
COVID-19 , Esclerosis Múltiple , Humanos , Esclerosis Múltiple/tratamiento farmacológico , COVID-19/prevención & control , Vacunas contra la COVID-19 , SARS-CoV-2 , Natalizumab/uso terapéutico , Clorhidrato de Fingolimod , ARN Mensajero , Vacunas de ARNm
8.
Neurol Sci ; 44(11): 4107-4110, 2023 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-37498399

RESUMEN

BACKGROUND: Evusheld (EVS) was authorized by FDA and EMA as pre-exposure prophylaxis (PrEP) in people at high risk of severe Covid-19 outcomes, including people with Multiple Sclerosis (pwMS) on B-cell depleting (BCD) therapies-such as Ocrelizumab (OCR). In this population, no data on possible adverse drug reactions (ADRs) to EVS, B-lymphocytes (CD20 +) counts pre- and post-EVS injection, and comparison of percentage increase of IgG antibodies directed against SARS-CoV-2 trimeric spike protein (anti-TSP IgG) post-EVS and Covid-19 vaccine was available. The aim of this study was to better characterize the efficacy and safety profile of EVS in pwMS on BCD agents. METHODS: 17 pwMS on OCR agreed to receive EVS as PrEP for Covid-19. Sera samples were collected before the first dose of Covid-19 vaccine (T0), 4 weeks after the second dose (T1), 4 weeks after third dose (T2), immediately before (T3) and 4 weeks after (T4) EVS. RESULTS: Covid-19 vaccine ADRs were mild-to-moderate, whereas no ADRs were reported after EVS injection. A significant increase of anti-TSP IgG was found only at T0-T1 (Z = -3.059, p = .002) and T3-T4 (Z = -3.621, p < .001) time-points. The median percentage increase between T3-T4 was significantly higher with respect to the T0-T1(Z = -3.296, p = .001) and T1-T2 (Z = -3.059, p = .002) time-points. CONCLUSIONS: These results further support EVS safety and efficacy in boosting anti-TSP IgG titers in pwMS on OCR, with a statistically greater increase than that observed after completion of a full Covid-19 vaccine cycle, plus a booster dose.

9.
J Neurol Neurosurg Psychiatry ; 93(7): 741-752, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35580993

RESUMEN

OBJECTIVES: To evaluate white matter and grey matter T1-weighted (w)/T2w ratio (T1w/T2w ratio) in healthy controls and patients with multiple sclerosis, and its association with clinical disability. METHODS: In this cross-sectional study, 270 healthy controls and 434 patients with multiple sclerosis were retrospectively selected from 7 European sites. T1w/T2w ratio was obtained from brain T2w and T1w scans after intensity calibration using eyes and temporal muscle. RESULTS: In healthy controls, T1w/T2w ratio increased until 50-60 years both in white and grey matter. Compared with healthy controls, T1w/T2w ratio was significantly lower in white matter lesions of all multiple sclerosis phenotypes, and in normal-appearing white matter and cortex of patients with relapsing-remitting and secondary progressive multiple sclerosis (p≤0.026), but it was significantly higher in the striatum and pallidum of patients with relapsing-remitting, secondary progressive and primary progressive multiple sclerosis (p≤0.042). In relapse-onset multiple sclerosis, T1w/T2w ratio was significantly lower in white matter lesions and normal-appearing white matter already at Expanded Disability Status Scale (EDSS) <3.0 and in the cortex only for EDSS ≥3.0 (p≤0.023). Conversely, T1w/T2w ratio was significantly higher in the striatum and pallidum for EDSS ≥4.0 (p≤0.005). In primary progressive multiple sclerosis, striatum and pallidum showed significantly higher T1w/T2w ratio beyond EDSS=6.0 (p≤0.001). In multiple sclerosis, longer disease duration, higher EDSS, higher brain lesional volume and lower normalised brain volume were associated with lower lesional and cortical T1w/T2w ratio and a higher T1w/T2w ratio in the striatum and pallidum (ß from -1.168 to 0.286, p≤0.040). CONCLUSIONS: T1w/T2w ratio may represent a clinically relevant marker sensitive to demyelination, neurodegeneration and iron accumulation occurring at the different multiple sclerosis phases.


Asunto(s)
Lesiones Encefálicas , Esclerosis Múltiple Crónica Progresiva , Esclerosis Múltiple , Sustancia Blanca , Encéfalo/diagnóstico por imagen , Encéfalo/patología , Estudios Transversales , Humanos , Imagen por Resonancia Magnética , Esclerosis Múltiple/diagnóstico por imagen , Esclerosis Múltiple/patología , Esclerosis Múltiple Crónica Progresiva/diagnóstico por imagen , Esclerosis Múltiple Crónica Progresiva/patología , Estudios Retrospectivos , Sustancia Blanca/diagnóstico por imagen , Sustancia Blanca/patología
10.
Mult Scler ; 28(6): 885-899, 2022 05.
Artículo en Inglés | MEDLINE | ID: mdl-34605323

RESUMEN

BACKGROUND: Spatio-temporal evolution of cord atrophy in multiple sclerosis (MS) has not been investigated yet. OBJECTIVE: To evaluate voxel-wise distribution and 1-year changes of cervical cord atrophy in a multicentre MS cohort. METHODS: Baseline and 1-year 3D T1-weighted cervical cord scans and clinical evaluations of 54 healthy controls (HC) and 113 MS patients (14 clinically isolated syndromes (CIS), 77 relapsing-remitting (RR), 22 progressive (P)) were used to investigate voxel-wise cord volume loss in patients versus HC, 1-year volume changes and clinical correlations (SPM12). RESULTS: MS patients exhibited baseline cord atrophy versus HC at anterior and posterior/lateral C1/C2 and C4-C6 (p < 0.05, corrected). While CIS patients showed baseline volume increase at C4 versus HC (p < 0.001, uncorrected), RRMS exhibited posterior/lateral C1/C2 atrophy versus CIS, and PMS showed widespread cord atrophy versus RRMS (p < 0.05, corrected). At 1 year, 13 patients had clinically worsened. Cord atrophy progressed in MS, driven by RRMS, at posterior/lateral C2 and C3-C6 (p < 0.05, corrected). CIS patients showed no volume changes, while PMS showed circumscribed atrophy progression. Baseline cord atrophy at posterior/lateral C1/C2 and C3-C6 correlated with concomitant and 1-year disability (r = -0.40/-0.62, p < 0.05, corrected). CONCLUSIONS: Voxel-wise analysis characterized spinal cord neurodegeneration over 1 year across MS phenotypes and helped to explain baseline and 1-year disability.


Asunto(s)
Médula Cervical , Enfermedades Desmielinizantes , Esclerosis Múltiple Recurrente-Remitente , Esclerosis Múltiple , Atrofia/patología , Encéfalo , Médula Cervical/diagnóstico por imagen , Médula Cervical/patología , Enfermedades Desmielinizantes/patología , Progresión de la Enfermedad , Humanos , Imagen por Resonancia Magnética , Esclerosis Múltiple/diagnóstico por imagen , Esclerosis Múltiple/patología , Esclerosis Múltiple Recurrente-Remitente/diagnóstico por imagen , Esclerosis Múltiple Recurrente-Remitente/patología , Fenotipo , Médula Espinal/diagnóstico por imagen , Médula Espinal/patología
11.
Mult Scler ; 28(3): 406-417, 2022 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-34124963

RESUMEN

BACKGROUND: In multiple sclerosis (MS), cortical, subcortical and infratentorial structural damage may have a differential contribution to clinical disability according to disease phases. PURPOSE: To determine the relative contributions of cortical, deep (D) grey matter (GM), cerebellar and cervical cord damage to MS disability milestones. METHODS: Multi-centre 3T brain and cervical cord T2- and three-dimensional (3D) T1-weighted images were acquired from 198 MS patients (139 relapsing-remitting (RR) MS, 59 progressive (P) MS) and 67 healthy controls. Brain/cord lesion burden, cortical thickness (CTh), DGM and cerebellar volumetry and cord cross-sectional area (CSA) were quantified. Random forest analyses identified predictors of expanded disability status scale (EDSS) disability milestones (EDSS = 3.0, 4.0 and 6.0). RESULTS: MS patients had widespread atrophy in all investigated compartments versus controls (p-range: ⩽0.001-0.05). Informative determinants of EDSS = 3.0 were cord CSA, brain lesion volume, frontal CTh and thalamic and cerebellar atrophy (out-of-bag (OOB) accuracy = 0.84, p-range: ⩽0.001-0.05). EDSS = 4.0 was mainly predicted by cerebellar and cord atrophy, frontal and sensorimotor CTh and cord lesion number (OOB accuracy = 0.84, p-range: ⩽0.001-0.04). Cervical cord CSA (p = 0.001) and cord lesion number (p = 0.003) predicted EDSS = 6.0 (OOB accuracy = 0.77). CONCLUSION: Brain lesion burden, cortical and thalamic atrophy were the main determinants of EDSS = 3.0 and 4.0, while cord damage played a major contribution to EDSS = 6.0.


Asunto(s)
Imágenes de Resonancia Magnética Multiparamétrica , Esclerosis Múltiple Recurrente-Remitente , Esclerosis Múltiple , Atrofia/patología , Encéfalo/diagnóstico por imagen , Encéfalo/patología , Evaluación de la Discapacidad , Sustancia Gris/diagnóstico por imagen , Sustancia Gris/patología , Humanos , Imagen por Resonancia Magnética/métodos , Esclerosis Múltiple/complicaciones , Esclerosis Múltiple/diagnóstico por imagen , Esclerosis Múltiple/patología , Esclerosis Múltiple Recurrente-Remitente/complicaciones , Esclerosis Múltiple Recurrente-Remitente/diagnóstico por imagen , Esclerosis Múltiple Recurrente-Remitente/patología , Médula Espinal/diagnóstico por imagen , Médula Espinal/patología
12.
Mult Scler ; 27(6): 827-840, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-32662748

RESUMEN

BACKGROUND: Longitudinal evolution of cortical thickness (CTh) in different MS phenotypes has been rarely studied. AIM: To investigate the regional pattern and 1-year progression of cortical thinning in relapsing-remitting (RR) and progressive (P) MS. METHODS: 3T high-resolution T1-weighted magnetic resonance imaging (MRI) was obtained from 86 patients (75 RRMS, 11 PMS) and 34 healthy controls (HC) at three European sites at baseline and 1-year follow-up. Using FreeSurfer, baseline CTh between-group differences, longitudinal CTh changes and their correlations with clinical and MRI variables were assessed. RESULTS: Baseline frontal, parietal and sensorimotor atrophy was found in MS versus HC. Such pattern was driven by RRMS, while PMS showed additional parietal, insular and sensorimotor cortical atrophy versus RRMS. At 1-year versus baseline, additional frontal and temporal cortical thinning was detected in RRMS patients, while a widespread CTh reduction was found in PMS patients (significant at time-by-group interaction vs RRMS). In MS, baseline fronto-parietal atrophy correlated with more severe disability and higher lesion volume. Baseline inferior parietal CTh decrease and 1-year temporal cortical thinning correlated with more severe disability. CONCLUSION: Parieto-temporal baseline CTh abnormalities and thinning pattern over time characterized the main MS clinical phenotypes and were associated with 1-year disability worsening.


Asunto(s)
Esclerosis Múltiple Recurrente-Remitente , Esclerosis Múltiple , Atrofia/patología , Corteza Cerebral/diagnóstico por imagen , Corteza Cerebral/patología , Adelgazamiento de la Corteza Cerebral , Humanos , Imagen por Resonancia Magnética , Esclerosis Múltiple/patología , Esclerosis Múltiple Recurrente-Remitente/diagnóstico por imagen , Esclerosis Múltiple Recurrente-Remitente/patología , Fenotipo
13.
Mult Scler ; 27(1): 134-138, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-31793399

RESUMEN

BACKGROUND: The relationship between cognitive performance and regional thalamic atrophy in multiple sclerosis (MS) has been investigated in recent studies. OBJECTIVE AND METHODS: To further assess this relationship, 118 relapsing-remitting MS patients and 52 healthy controls underwent a neuropsychological assessment and a 3T-MRI (3-Tesla magnetic resonance imaging). Cognitive performances were correlated with thalamic shape changes by using Vertex Analysis. RESULTS: Information processing speed performance correlated with atrophy of frontal/motor-connected thalamic sub-regions. Inhibitory control performance correlated with atrophy of all thalamic sub-regions. Global cognitive status correlated with atrophy of frontal/temporal-connected sub-regions. CONCLUSIONS: These findings support the hypothesis that, within the thalamus, the damage of the anterior regions is most relevant for cognitive dysfunction.


Asunto(s)
Esclerosis Múltiple Recurrente-Remitente , Esclerosis Múltiple , Atrofia/patología , Cognición , Humanos , Imagen por Resonancia Magnética , Esclerosis Múltiple/complicaciones , Esclerosis Múltiple/diagnóstico por imagen , Esclerosis Múltiple/patología , Esclerosis Múltiple Recurrente-Remitente/diagnóstico por imagen , Esclerosis Múltiple Recurrente-Remitente/patología , Pruebas Neuropsicológicas , Tálamo/diagnóstico por imagen , Tálamo/patología
14.
Mult Scler ; 27(11): 1706-1716, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-33433258

RESUMEN

BACKGROUND: Prognostic markers are needed to guide multiple sclerosis (MS) management in the context of large availability of disease-modifying drugs (DMDs). OBJECTIVE: To investigate the role of cerebrospinal fluid (CSF) markers to inform long-term MS outcomes. METHODS: Demographic features, IgM index, oligoclonal IgM bands (OCMB), lipid-specific OCMB, CSF neurofilament light chain protein levels, expanded disability status scale (EDSS), relapses and DMD use over the study period and peripapillary retinal nerve fiber layer (pRNFL) and ganglion cell plus inner plexiform layer (GCIPL) thicknesses in non-optic neuritis eyes (end of follow-up) were collected from relapsing MS (RMS) patients with CSF obtained ⩽2 years after MS onset prospectively followed at the Hospital Clinic of Barcelona. We assessed associations between CSF markers and MS outcomes using multivariable models. RESULTS: A total of 89 patients (71 females; median 32.9 years of age) followed over a median of 9.6 years were included. OCMB were associated with a 33% increase in the annualized relapse rate (ARR; p = 0.06), higher odds for high-efficacy DMDs use (OR = 4.8; 95% CI = (1.5, 16.1)), thinner pRNFL (ß = -4.4; 95% CI = (-8.6, -0.2)) and GCIPL (ß = -2.9; 95% CI = (-5.9, +0.05)), and higher rates to EDSS ⩾ 3.0 (HR = 4.4; 95% CI = (1.6, 11.8)) and EDSS ⩾ 4.0 (HR = 5.4; 95% CI = (1.1, 27.1)). No overall associations were found for other CSF markers. CONCLUSION: The presence of OCMB was associated with unfavorable long-term outcomes. OCMB should be determined in RMS to inform long-term prognosis.


Asunto(s)
Esclerosis Múltiple , Bandas Oligoclonales , Ceguera , Niño , Femenino , Humanos , Recurrencia , Retina
15.
CNS Spectr ; 26(3): 258-267, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-32089134

RESUMEN

OBJECTIVE: Advanced neuroimaging techniques may offer the potential to monitor disease progression in amyotrophic lateral sclerosis (ALS), a neurodegenerative, multisystem disease that still lacks therapeutic outcome measures. We aim to investigate longitudinal functional and structural magnetic resonance imaging (MRI) changes in a cohort of patients with ALS monitored for one year after diagnosis. METHODS: Resting state functional MRI, diffusion tensor imaging (DTI), and voxel-based morphometry analyses were performed in 22 patients with ALS examined by six-monthly MRI scans over one year. RESULTS: During the follow-up period, patients with ALS showed reduced functional connectivity only in some extramotor areas, such as the middle temporal gyrus in the left frontoparietal network after six months and in the left middle frontal gyrus in the default mode network after one year without showing longitudinal changes of cognitive functions. Moreover, after six months, we reported in the ALS group a decreased fractional anisotropy (P = .003, Bonferroni corrected) in the right uncinate fasciculus. Conversely, we did not reveal significant longitudinal changes of functional connectivity in the sensorimotor network, as well as of gray matter (GM) atrophy or of DTI metrics in motor areas, although clinical measures of motor disability showed significant decline throughout the three time points. CONCLUSION: Our findings highlighted that progressive impairment of extramotor frontotemporal networks may precede the appearance of executive and language dysfunctions and GM changes in ALS. Functional connectivity changes in cognitive resting state networks might represent candidate radiological markers of disease progression.


Asunto(s)
Esclerosis Amiotrófica Lateral/diagnóstico por imagen , Conectoma , Lóbulo Frontal/diagnóstico por imagen , Lóbulo Temporal/diagnóstico por imagen , Anciano , Esclerosis Amiotrófica Lateral/diagnóstico , Progresión de la Enfermedad , Femenino , Lóbulo Frontal/patología , Humanos , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Lóbulo Temporal/patología
16.
Neurol Sci ; 42(9): 3523-3526, 2021 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-34128150

RESUMEN

OBJECTIVES: Several concerns regard the immunogenicity of SARS-CoV-2 vaccines in people with multiple sclerosis (pwMS), since the majority of them is treated with immunomodulating/immunosuppressive disease modifying therapies. Here we report the first data on the humoral response to mRNA SARS-CoV-2 vaccine in a case series of 4 pwMS treated with ocrelizumab (OCR) as compared to a group of healthy subjects (HS). METHODS: We collected serum samples at 0, 14, 21 days after the first dose and 7 days after the second dose of BNT162b2-mRNA-Covid-19 vaccine from 55 health-care workers and 4 relapsing pwMS on OCR, with no history of Covid-19 infection. Sera were tested using the LIAISON®SARS-CoV-2 TrimericS-IgG assay (DiaSorin-S.p.A.) for the detection of IgG antibodies to SARS-CoV-2 spike protein. The anti-spike IgGtiters were expressed in Binding Antibody Units (BAU), an international standard unit. RESULTS: At baseline all subjects were negative for anti-spike IgG. Seven days after the second dose of vaccine all HS mounted a significant humoral response (geometric mean 2010.4 BAU/mL C.I. 95% 1512.7-2672) while the 4 pwMS showed a lower response (range <4.81-175 BAU/mL). DISCUSSION: Humoral response to BNT162b2-mRNA-vaccine in pwMS treated with OCR was clearly blunted. Further data are urgently needed to confirm and expand these preliminary results and to develop strategies to optimize the response to SARSCoV-2 vaccines in pwMS on OCR.


Asunto(s)
COVID-19 , Esclerosis Múltiple , Anticuerpos Monoclonales Humanizados , Vacuna BNT162 , Vacunas contra la COVID-19 , Humanos , Inmunogenicidad Vacunal , Esclerosis Múltiple/tratamiento farmacológico , ARN Mensajero , SARS-CoV-2 , Glicoproteína de la Espiga del Coronavirus
17.
Neurol Sci ; 42(2): 731-733, 2021 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-33033898

RESUMEN

BACKGROUND: Fingolimod (FNG) is associated with the development of symptomatic macular edema (ME) in a small subset of multiple sclerosis (MS) patients. By using spectral domain optical coherence tomography (SD-OCT), an increase in the total macular volume (TMV) was rarely detected during the first months of treatment. OBJECTIVES: The objective of this study is to assess whether FNG treatment leads to long-term macular changes in a real-life setting. METHODS: Sixty RRMS patients starting FNG, according to therapeutic indication, were enrolled at three Italian MS centers and followed for 2 years. RESULTS: The mean TMV did not change between baseline and the follow-up. No patients experienced visual acuity drop during the follow-up. CONCLUSIONS: Initiation of FNG in MS is associated with a modest, not significant, increase in macular volume followed by no further significant changes over 2 years, highlighting the good safety profile of such treatment in MS.


Asunto(s)
Edema Macular , Esclerosis Múltiple , Clorhidrato de Fingolimod/efectos adversos , Humanos , Edema Macular/diagnóstico por imagen , Edema Macular/tratamiento farmacológico , Esclerosis Múltiple/diagnóstico por imagen , Esclerosis Múltiple/tratamiento farmacológico , Tomografía de Coherencia Óptica , Agudeza Visual
18.
Headache ; 60(7): 1317-1324, 2020 07.
Artículo en Inglés | MEDLINE | ID: mdl-32463516

RESUMEN

BACKGROUND: Although migraine is recognized as one of the most common and disabling diseases in the world, it is nonetheless still underestimated, underdiagnosed, and undertreated. The fact that migraine patients often tend to access the Web to search for headache-related information hinders patient-doctor relationships and one should also bear in mind that, unfortunately, text readability and medical literacy in the overall population may be the reason why patients' understanding of health information is compromised. AIM: We aimed to assess the readability of the home page of the top 10 patient - oriented migraine-related websites and the educational level required to be in a position to broach them. METHODS: On April 15, 2018, we conducted a descriptive study on the international version of Google by entering the words "headache" and "migraine." We then analyzed the overall level of readability of texts of the home pages of the top 10 patient-oriented websites, by means of the Simple Measure of Gobbledygook Readability Calculator. RESULTS: Entering "headache" on the home pages of the top 10 patient-oriented websites on Google we found that to understand these particular websites with ease, an average grade level of 12.4 (±1.5 standard deviation, SD) and an average 13.3 years of formal education (±1.7 SD) were required. Similarly, typing "migraine" on Google we found an average grade level of 10.8 (±1.2 SD) and an average of 12.5 years of formal education (±1.9 SD) were required. The most frequently viewed websites all failed to meet the USA National Institutes of Health guidelines, which recommend a range between 6th and 7th grade level readability. DISCUSSION: The present study shows the low readability level resulting from the top 10 patient-oriented headache/migraine websites and the consequent barrier this creates in the dissemination of headache/migraine-related medical information. Although the actual physicians, both primary care physicians and headache specialists are the principal source of understandable headache-related information, only a minority of people consult these professionals. Given the foregoing, the majority of migraine patients is, therefore, unable to obtain adequate comprehensible health information on the Web. Furthermore, the existing gap between migraine-related website content readability and the unmet need for migraine patients to obtain pertinent and correct information might well contribute to the worldwide neglect of migraine as a major public health problem. CONCLUSION: Physician experts in headache and migraine should actively cooperate in planning informative material to establish what information patients need to know, how they should use it, and how readable that material actually is. Readability ought to be established before the final website publication. Plain language ought to be used and written messages should be supplemented with visual content such as simple drawings. We recommend the setting up of a new dynamic, modern, plain-talking, and efficient approach in communication aimed at catching the public's attention with its readability and thus satisfying a migraine and headache web scenario.


Asunto(s)
Información de Salud al Consumidor/normas , Comunicación en Salud/normas , Internet , Trastornos Migrañosos , Información de Salud al Consumidor/estadística & datos numéricos , Humanos , Internet/estadística & datos numéricos
19.
Headache ; 60(7): 1228-1243, 2020 07.
Artículo en Inglés | MEDLINE | ID: mdl-32533895

RESUMEN

BACKGROUND: Two-thirds of patients with migraine without aura (MwoA) complain ictal cutaneous allodynia (CA), clinical sign of central nociceptive pathway sensitization, and independent predictor for migraine chronification. AIM: We aimed to investigate whether functional abnormalities, structural, or microstructural changes of the main cognitive networks (default mode network [DMN], salience network [SN], and central executive network [CEN]) could predict the development of CA in patients with MwoA. METHODS: Baseline 3-Tesla MRI images of 50 patients with MwoA were analyzed between 2009 and 2015. Over a three-year period, patients were then stratified into 2 groups based on CA development and compared with matched healthy controls (HC). Group-level independent components analysis was used to investigate intrinsic functional connectivity (FC) differences within the cognitive resting-state networks. Voxel-based morphometry (VBM) was used to assess whether group differences in cognitive network FC were related to structural differences. Tract-based spatial statistical analyses (TBSS) were conducted to assess the microstructural properties of white matter tracts. We also compared internetwork connectivity between patients. Finally, a logistic regression analysis was used to investigate baseline imaging predictors of CA development. RESULTS AND DISCUSSION: We observed a significantly reduced FC of both DMN and CEN in patients with MwoA developing CA (MwoA d CA) when compared with both patients with MwoA not developing CA (MwoA nd CA) and HC. Within the DMN, the PCC/precuneus is a key hub aimed to anti-nociception and multisensory integration. The reduced intrinsic PCC/precuneus FC observed in patients with MwoA d CA could subtend abnormal inputs integration, from different sensory modalities, allowing the development of CA. On the other hand, within the CEN, a central role in pain modulation as well as in executive functions is played by ACC and MFG. Our finding of reduced ACC and MFG FC in MwoA d CA may represent the neuronal substrate of both subclinical impairment of complex executive functions and dysfunctional anti-nociceptive pathway, making these patients more prone to migraine chronification. TBSS analyses showed a statistically significant reduced corpus callosum (CC) FA in patients with MwoA d CA as previously demonstrated in migraine patients with other chronification factors such as medication overuse or affective disorders. No VBM differences in both global and local volumes were revealed between groups. No significant correlations have been found between the observed functional and microstructural changes and clinical parameters of disease severity. Logistic regression analysis indicated that the full model containing all predictors was statistically significant while the decreased ACC-FC was significantly associated with CA development. CONCLUSION: We suggest that DMN and CEN FC abnormalities as well as CC microstructural changes could represent a prognostic imaging biomarker able to identify migraine patients more prone to experiencing CA and therefore, more inclined to chronic migraine. In the new pharmacological scenario, it would be useful to address therapeutic resources to specific migraine populations with a high risk of more severe clinical phenotype.


Asunto(s)
Corteza Cerebral/fisiopatología , Cuerpo Calloso/patología , Red en Modo Predeterminado/fisiopatología , Hiperalgesia , Migraña sin Aura , Red Nerviosa/fisiopatología , Adulto , Corteza Cerebral/diagnóstico por imagen , Enfermedad Crónica , Conectoma , Cuerpo Calloso/diagnóstico por imagen , Red en Modo Predeterminado/diagnóstico por imagen , Imagen de Difusión Tensora , Femenino , Giro del Cíngulo/diagnóstico por imagen , Giro del Cíngulo/fisiopatología , Humanos , Hiperalgesia/diagnóstico por imagen , Hiperalgesia/etiología , Hiperalgesia/patología , Hiperalgesia/fisiopatología , Imagen por Resonancia Magnética , Masculino , Migraña sin Aura/complicaciones , Migraña sin Aura/diagnóstico por imagen , Migraña sin Aura/patología , Migraña sin Aura/fisiopatología , Red Nerviosa/diagnóstico por imagen , Lóbulo Parietal/diagnóstico por imagen , Lóbulo Parietal/fisiopatología , Corteza Prefrontal/diagnóstico por imagen , Corteza Prefrontal/fisiopatología , Estudios Prospectivos
20.
J Headache Pain ; 21(1): 69, 2020 Jun 09.
Artículo en Inglés | MEDLINE | ID: mdl-32517693

RESUMEN

BACKGROUND: erenumab was safe and effective in clinical trials for the prevention of migraine. However, real-life data are still lacking. Here we report the clinical experience from an Italian real-world setting using erenumab in patients with chronic migraine experiencing previous unsuccessful preventive treatments. METHODS: Seventy patients with chronic migraine and failure to ≥4 migraine preventive medication classes initially received monthly erenumab 70 mg s.c. Patients without a clinically meaningful improvement, considered as a > 30% reduction in headache days per month, after ≥3 months of therapy switched to monthly erenumab 140 mg. At the first administration and after 3 and 6 months, patients underwent extensive interviews to assess clinical parameters of disease severity and migraine-related disability and impact, and validated questionnaires to explore depression/anxiety, sleep, and quality of life (QoL). Finally, the Pain Catastrophizing Scale, Allodynia Symptom Checklist-12 and MIGraine attacks-Subjective COGnitive impairments scale (MIG-SCOG) were administered. RESULTS: 70% of patients were "responders" after the third administration of erenumab 70 mg, whereas 30% switched to erenumab 140 mg; 29% (6 pts) responded after the sixth administration. The headache-day frequency was reduced from 21.1 ± 0.7 to 11.4 ± 0.9 days after the third administration (p < 0.001) and to 8.9 ± 0.7 days after the sixth administration (p < 0.001). 53% and 70% of patients, respectively, showed a reduction of ≥50% of headache days/month after the third and the sixth administrations. Also improved were headache pain severity, migraine-related disability, and impact on daily living, QoL, pain catastrophizing and allodynia (all p < 0.001), quality of sleep, symptoms of depression or anxiety (p < 0.05) but not MIG-SCOG. There were no new adverse event signals. CONCLUSION: These real-world data support monthly erenumab 70 or 140 mg s.c. as a safe and effective preventive treatment to reduce headache frequency and severity in chronic migraine patients experiencing previous unsuccessful preventive treatments.


Asunto(s)
Anticuerpos Monoclonales Humanizados/uso terapéutico , Antagonistas del Receptor Peptídico Relacionado con el Gen de la Calcitonina/uso terapéutico , Trastornos Migrañosos/diagnóstico , Trastornos Migrañosos/tratamiento farmacológico , Dimensión del Dolor/efectos de los fármacos , Adulto , Anticuerpos Monoclonales/uso terapéutico , Anticuerpos Monoclonales Humanizados/farmacología , Antagonistas del Receptor Peptídico Relacionado con el Gen de la Calcitonina/farmacología , Enfermedad Crónica , Femenino , Humanos , Masculino , Persona de Mediana Edad , Trastornos Migrañosos/psicología , Dimensión del Dolor/métodos , Estudios Prospectivos , Calidad de Vida/psicología , Encuestas y Cuestionarios , Resultado del Tratamiento
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