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1.
J Neurosci ; 42(47): 8807-8816, 2022 11 23.
Artículo en Inglés | MEDLINE | ID: mdl-36241383

RESUMEN

Two structurally connected brain regions are more likely to interact, with the lengths of the structural bundles, their widths, myelination, and the topology of the structural connectome influencing the timing of the interactions. We introduce an in vivo approach for measuring functional delays across the whole brain in humans (of either sex) using magneto/electroencephalography (MEG/EEG) and integrating them with the structural bundles. The resulting topochronic map of the functional delays/velocities shows that larger bundles have faster velocities. We estimated the topochronic map in multiple sclerosis patients, who have damaged myelin sheaths, and controls, demonstrating greater delays in patients across the network and that structurally lesioned tracts were slowed down more than unaffected ones. We provide a novel framework for estimating functional transmission delays in vivo at the single-subject and single-tract level.SIGNIFICANCE STATEMENT This article provides a straightforward way to estimate patient-specific delays and conduction velocities in the CNS, at the individual level, in healthy and diseased subjects. To do so, it uses a principled way to merge magnetoencephalography (MEG)/electroencephalography (EEG) and tractography.


Asunto(s)
Conectoma , Esclerosis Múltiple , Humanos , Esclerosis Múltiple/diagnóstico por imagen , Magnetoencefalografía , Encéfalo/diagnóstico por imagen , Conectoma/métodos , Electroencefalografía/métodos
2.
Eur J Neurol ; 28(1): 305-313, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-32955777

RESUMEN

BACKGROUND AND PURPOSE: Changes of brain structure and function have been described in peripheral neuropathies. The aim of our study was to systematically investigate possible modifications of major large-scale brain networks using resting-state functional magnetic resonance imaging (RS-fMRI) in Charcot-Marie-Tooth disease type 1A (CMT1A) patients. METHODS: In this cross-sectional study, 3-T MRI brain scans were acquired of right-handed genetically confirmed CMT1A patients and age- and sex-comparable healthy controls. Patients also underwent clinical and electrophysiological examinations assessing neurological impairment. RS-fMRI data were analysed using a seed-based approach, with 32 different seeds sampling the main hubs of default mode, sensorimotor, visual, salience (SN), dorsal attention, frontoparietal, language and cerebellar networks. Between-group differences in terms of functional connectivity (FC) with the explored seeds were tested voxelwise, correcting for local grey matter density to account for possible structural abnormalities, whilst the relationship between FC modifications and neurological impairment was investigated using robust correlation analyses. RESULTS: Eighteen CMT1A patients (34.0 ± 11.4 years; M/F 11/7) were enrolled, along with 20 healthy controls (30.1 ± 10.2 years; M/F 11/9). In the CMT group compared to controls, clusters of increased FC with the visual cortex (P = 0.001), SN (P < 6 × 10-4 ), dorsal attention network (P < 8 × 10-5 ) and language network (P < 7 × 10-4 ) were found, along with a single cluster of reduced FC with the visual cortex in the left lentiform nucleus (P = 10-6 ). A significant correlation emerged between neurophysiological impairment and increased FC with right temporal language areas (r = 0.655, P = 0.006), along with an association between walking ability and increased FC with the left supramarginal gyrus (SN) (r = 0.620, P = 0.006). CONCLUSIONS: Our data show evidence of diffuse functional reorganization involving multiple large-scale networks in the CMT1A brain, independent of structural modifications and partially correlating with peripheral nerve damage and functional impairment.


Asunto(s)
Enfermedad de Charcot-Marie-Tooth , Encéfalo/diagnóstico por imagen , Mapeo Encefálico , Enfermedad de Charcot-Marie-Tooth/diagnóstico por imagen , Estudios Transversales , Humanos , Imagen por Resonancia Magnética , Vías Nerviosas/diagnóstico por imagen
3.
Eur J Neurol ; 24(1): 195-204, 2017 01.
Artículo en Inglés | MEDLINE | ID: mdl-27801535

RESUMEN

BACKGROUND AND PURPOSE: Grey matter (GM) and white matter (WM) are both affected in multiple sclerosis (MS). WM is predominantly involved in inflammatory demyelination of relapsing-remitting MS (RRMS), whereas GM is predominantly involved in neurodegenerative processes of secondary progressive MS. Thus, we investigated the ratio between GM and WM volumes in predicting MS evolution. METHODS: The present 10-year retrospective cohort study included 149 patients with newly-diagnosed RRMS, undergoing magnetic resonance imaging for segmentation and brain volumetry. The ratio between GM and normal-appearing WM (NAWM) volumes was calculated for each subject. Outcome measures of interest were Expanded Disability Status Scale (EDSS) progression, reaching EDSS 4.0 and conversion to secondary progressive (SP) MS. RESULTS: During a period of 10.6 ± 2.4 years, a median 1.5 EDSS progression was observed (range 0-5.5), 54 subjects (36.2%) reached EDSS 4.0 and 30 subjects (20.1%) converted to SP. With ordinal logistic regression models, EDSS progression was associated with GM:NAWM ratio (coefficient, -2.918; 95% CI, -4.739-1.097). With Cox regression models, subjects with higher GM:NAWM ratio at diagnosis had a 90% lower rate of reaching EDSS 4.0 (hazard ratio, 0.111; 95% CI, 0.020-0.609) and of converting to secondary progressive MS (hazard ratio, 0.017; 95% CI, 0.001-0.203) compared with subjects with lower GM:NAWM ratio. CONCLUSIONS: The GM:NAWM ratio is a predictor of disability progression and of SP conversion in subjects with newly diagnosed RRMS, suggesting that GM and NAWM are variably affected in relation to disease evolution from the early phases of MS.


Asunto(s)
Encéfalo/diagnóstico por imagen , Sustancia Gris/diagnóstico por imagen , Esclerosis Múltiple/diagnóstico por imagen , Sustancia Blanca/diagnóstico por imagen , Adulto , Progresión de la Enfermedad , Femenino , Humanos , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Adulto Joven
4.
Eur J Neurol ; 24(2): 446-449, 2017 02.
Artículo en Inglés | MEDLINE | ID: mdl-27982500

RESUMEN

BACKGROUND AND PURPOSE: Growth hormone (GH)/insulin-like growth factor 1 (IGF-1) axis abnormalities in multiple sclerosis (MS) suggest their role in its pathogenesis. Interferon ß (IFN-ß) efficacy could be mediated also by an increase of IGF-1 levels. A 2-year longitudinal study was performed to estimate the prevalence of GH and/or IGF-1 deficiency in clinically isolated syndrome (CIS) patients and their correlation with conversion to MS in IFN treated patients. METHODS: Clinical and demographic features of CIS patients were collected before the start of IFN-ß-1b. IGF-1 levels and GH response after arginine and GH releasing hormone + arginine stimulation tests were assessed. Clinical and magnetic resonance imaging evaluations were performed at baseline, 1 year and 2 years. RESULTS: Thirty CIS patients (24 female) were enrolled. At baseline, four patients (13%) showed a hypothalamic GH deficiency (GHD), whilst no one had a pituitary GHD. Baseline demographic, clinical and radiological data were not related to GHD, whilst IGF-1 levels were inversely related to age (P < 0.001) and GH levels (P = 0.03). GH and IGF-1 serum mean levels were not significantly modified after 1 and 2 years of treatment in the whole group, although 3/4 GHD patients experienced a normalization of GH levels, whilst one dropped out. After 2 years of treatment 13/28 (46%) patients converted to MS. The presence of GHD and GH and IGF-1 levels were not predictive of relapses, new T2 lesions or conversion occurrence. CONCLUSIONS: Growth hormone/IGF-1 axis function was found to be frequently altered in CIS patients, but this was not related to MS conversion. Patients experienced an improvement of GHD during IFN therapy. Longer follow-up is necessary to assess its impact on disease progression.


Asunto(s)
Hormona de Crecimiento Humana/sangre , Factor I del Crecimiento Similar a la Insulina/análisis , Interferon beta-1b/uso terapéutico , Esclerosis Múltiple/sangre , Adulto , Arginina/farmacología , Progresión de la Enfermedad , Electrodiagnóstico , Femenino , Estudios de Seguimiento , Hormona Liberadora de Hormona del Crecimiento/farmacología , Humanos , Estudios Longitudinales , Imagen por Resonancia Magnética , Masculino , Esclerosis Múltiple/tratamiento farmacológico , Esclerosis Múltiple/fisiopatología , Examen Neurológico , Resultado del Tratamiento
5.
Eur J Nucl Med Mol Imaging ; 43(7): 1348-59, 2016 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-26816193

RESUMEN

PURPOSE: To evaluate the feasibility and sensitivity of (18)F-DPA-714 for the study of microglial activation in the brain and spinal cord of transgenic SOD1(G93A) mice using high-resolution PET/CT and to evaluate the Iba1 and TSPO expression with immunohistochemistry. METHODS: Nine symptomatic SOD1(G93A) mice (aged 117 ± 12.7 days, clinical score range 1 - 4) and five WT SOD1 control mice (aged 108 ± 28.5 days) underwent (18)F-DPA-714 PET/CT. SUV ratios were calculated by normalizing the cerebellar (rCRB), brainstem (rBS), motor cortex (rMCX) and cervical spinal cord (rCSC) activities to that of the frontal association cortex. Two WT SOD1 and six symptomatic SOD1(G93A) mice were studied by immunohistochemistry. RESULTS: In the symptomatic SOD1(G93A) mice, rCRB, rBS and rCSC were increased as compared to the values in WT SOD1 mice, with a statistically significantly difference in rBS (2.340 ± 0.784 vs 1.576 ± 0.287, p = 0.014). Immunofluorescence studies showed that TSPO expression was increased in the trigeminal, facial, ambiguus and hypoglossal nuclei, as well as in the spinal cord, of symptomatic SOD1(G93A) mice and was colocalized with increased Iba1 staining. CONCLUSION: Increased (18)F-DPA-714 uptake can be detected with high-resolution PET/CT in the brainstem of transgenic SOD1(G93A) mice, a region known to be a site of degeneration and increased microglial activation in amyotrophic lateral sclerosis, in agreement with increased TSPO expression in the brainstem nuclei shown by immunostaining. Therefore, (18)F-DPA-714 PET/CT might be a suitable tool to evaluate microglial activation in the SOD1(G93A) mouse model.


Asunto(s)
Esclerosis Amiotrófica Lateral/diagnóstico por imagen , Encéfalo/diagnóstico por imagen , Encéfalo/metabolismo , Regulación de la Expresión Génica , Tomografía Computarizada por Tomografía de Emisión de Positrones , Pirazoles , Pirimidinas , Receptores de GABA/metabolismo , Esclerosis Amiotrófica Lateral/metabolismo , Animales , Transporte Biológico , Peso Corporal , Modelos Animales de Enfermedad , Humanos , Ratones , Pirazoles/metabolismo , Pirimidinas/metabolismo
6.
Acta Neurol Scand ; 133(6): 410-4, 2016 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-26370385

RESUMEN

BACKGROUND: Autosomal recessive (AR) spastic paraplegia type 5 (SPG5) is due to mutations in the CYP7B1 gene, encoding for the cytochrome P450-7B1, responsible for oxysterols 7α-hydroxylation. Oxysterol/cholestenoic acids pool plays a role in motor neuron survival and immune response. SPG5 is characterized by white matter abnormalities at brain resonance imaging (MRI). In view of clinical presentation and MRI findings, multiple sclerosis (MS) is a possible differential diagnosis of SPG5. This study aimed to evaluate the frequency of CYP7B1 mutations in patients with MS. METHODS: One hundred and seventeen MS patients with clinical spastic paraplegia or possible AR transmission were selected for the mutational screening. RESULTS: Forty-three patients had primary progressive, 26 relapsing remitting, 26 secondary progressive, and 22 relapsing progressive MS clinical course. No CYP7B1 homozygous mutations were identified. Two novel variants and one pathogenic mutation were found at heterozygous state. CONCLUSIONS: The two novel variants cosegregated with pyramidal signs and autoimmune diseases suggesting that they might be susceptibility factors. Reduced cytochrome P450-7B1 enzymatic activity could alter the balance among neurotoxic and neuroprotective oxysterols promoting motor neuron degeneration and/or immune response.


Asunto(s)
Familia 7 del Citocromo P450/genética , Esclerosis Múltiple/genética , Paraplejía Espástica Hereditaria/genética , Esteroide Hidroxilasas/genética , Adolescente , Adulto , Encéfalo/patología , Niño , Femenino , Heterocigoto , Humanos , Masculino , Persona de Mediana Edad , Esclerosis Múltiple/complicaciones , Esclerosis Múltiple/diagnóstico , Mutación , Paraplejía Espástica Hereditaria/complicaciones , Paraplejía Espástica Hereditaria/diagnóstico
7.
Ultrasound Obstet Gynecol ; 44(2): 188-96, 2014 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-24186262

RESUMEN

OBJECTIVE: To assess the accuracy of expert neurosonography (two- and three-dimensional NSG) in the characterization of major fetal central nervous system (CNS) anomalies seen at a tertiary referral center and to report the differential clinical usefulness of magnetic resonance imaging (MRI) used as a second-line diagnostic procedure in the same cohort. METHODS: This was a retrospective analysis of all 773 fetuses with confirmed CNS abnormalities referred to our center between 2005 and 2012. The following variables were analyzed: gestational age at NSG and MRI, NSG and MRI diagnoses, indication for MRI (confirmation of NSG findings; diagnostic doubt; search for possible additional brain anomalies), association with other malformations, diagnostic accuracy of NSG vs MRI (no additional clinical value for either MRI or NSG; additional information with clinical/prognostic significance on MRI relative to NSG; additional information with clinical/prognostic significance on NSG relative to MRI, NSG and MRI concordant but incorrect) and final diagnosis, which was made at autopsy or postnatal MRI/surgery. RESULTS: CNS malformations were associated with other anomalies in 372/773 (48.1%) cases and were isolated in the remaining 401 (51.9%) cases. NSG alone was able to establish the diagnosis in 647/773 (83.7%) cases. MRI was performed in 126 (16.3%) cases. The indication for MRI was: confirmation of NSG diagnosis in 59 (46.8%) cases; diagnostic query (in the case of inconclusive or uncertain finding on NSG) in 20 (15.9%) cases; search for possible additional brain anomalies in 47 (37.3%) cases. NSG and MRI were concordant and correct in 109/126 (86.5%) cases. Clinically relevant findings were evident on MRI alone in 10/126 (7.9%) cases (1.3% of the whole population) and on NSG alone in 6/126 (4.8%) cases; in all six of these cases, MRI had been performed at < 24 weeks of gestation. In one case, both NSG and MRI diagnoses were incorrect. The main type of malformation in w ich MRI played an important diagnostic role was space-occupying lesions, MRI identifying clinically relevant findings in 42.9% (3/7) of these cases. CONCLUSIONS: (1) In a tertiary referral center with good NSG expertise in the assessment of fetal CNS malformations, MRI is likely to be of help in a limited proportion of cases; (2) MRI is more useful after 24 weeks of gestation; (3) the lesions whose diagnosis is most likely to benefit from MRI are gross space-occupying lesions.


Asunto(s)
Sistema Nervioso Central/anomalías , Sistema Nervioso Central/embriología , Imagen por Resonancia Magnética/métodos , Malformaciones del Sistema Nervioso/diagnóstico por imagen , Ultrasonografía Prenatal/métodos , Sistema Nervioso Central/diagnóstico por imagen , Estudios de Cohortes , Femenino , Edad Gestacional , Humanos , Imagenología Tridimensional/métodos , Malformaciones del Sistema Nervioso/embriología , Embarazo , Pronóstico , Radiografía , Estudios Retrospectivos
8.
iScience ; 27(7): 110101, 2024 Jul 19.
Artículo en Inglés | MEDLINE | ID: mdl-38974971

RESUMEN

Multiple sclerosis (MS) diagnosis typically involves assessing clinical symptoms, MRI findings, and ruling out alternative explanations. While myelin damage broadly affects conduction speeds, traditional tests focus on specific white-matter tracts, which may not reflect overall impairment accurately. In this study, we integrate diffusion tensor immaging (DTI) and magnetoencephalography (MEG) data into individualized virtual brain models to estimate conduction velocities for MS patients and controls. Using Bayesian inference, we demonstrated a causal link between empirical spectral changes and inferred slower conduction velocities in patients. Remarkably, these velocities proved superior predictors of clinical disability compared to structural damage. Our findings underscore a nuanced relationship between conduction delays and large-scale brain dynamics, suggesting that individualized velocity alterations at the whole-brain level contribute causatively to clinical outcomes in MS.

9.
Neurol Sci ; 34(4): 521-8, 2013 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-22526763

RESUMEN

Natalizumab is one option for multiple sclerosis patients responding poorly to classical immunomodulators, but pilot studies did not point to its effectiveness as a second-line therapy. Aim of this study was to assess the efficacy of natalizumab as second-line therapy in patients switching from disease modifying therapies (DMTs) in a clinical setting. We retrospectively selected patients who had been treated with natalizumab for at least 12 months after switching from one or more DMTs. We collected clinical and neuroradiological data and we analysed the reduction in annualised relapse rate (ARR), the change of Expanded Disability Status Scale (EDSS) and the reduction of contrast-enhancing lesions (CELs) at magnetic resonance imaging (MRI) of the brain at 12 months of natalizumab and of previous DMT therapy. Fifty patients were included in the analysis (11 males, 39 females).We observed a reduction of ARR on natalizumab (p = 0.000) and a statistically significant different trend of relapse event between the two treatments (p = 0.0149). EDSS was stable during natalizumab therapy whilst it showed an increase on DMTs (p = 0.0244). The number of CELs decreased significantly (p = 0.006) during the 12 months of treatment with natalizumab, whilst it was stable on DMTs. Natalizumab showed to decrease ARR, stabilize EDSS, increase the percentage of CELs free patients and decrease the number of CELs in a group of 50 poor responders to classical DMT, after the first 12 months of therapy.


Asunto(s)
Anticuerpos Monoclonales Humanizados/uso terapéutico , Factores Inmunológicos/uso terapéutico , Esclerosis Múltiple/tratamiento farmacológico , Adulto , Encéfalo/efectos de los fármacos , Encéfalo/patología , Evaluación de la Discapacidad , Femenino , Humanos , Estimación de Kaplan-Meier , Imagen por Resonancia Magnética , Masculino , Esclerosis Múltiple/patología , Natalizumab , Evaluación de Resultado en la Atención de Salud , Recurrencia , Adulto Joven
10.
Netw Neurosci ; 7(1): 73-85, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37334007

RESUMEN

The functional organization of the brain is usually presented with a back-to-front gradient of timescales, reflecting regional specialization with sensory areas (back) processing information faster than associative areas (front), which perform information integration. However, cognitive processes require not only local information processing but also coordinated activity across regions. Using magnetoencephalography recordings, we find that the functional connectivity at the edge level (between two regions) is also characterized by a back-to-front gradient of timescales following that of the regional gradient. Unexpectedly, we demonstrate a reverse front-to-back gradient when nonlocal interactions are prominent. Thus, the timescales are dynamic and can switch between back-to-front and front-to-back patterns.

11.
Acta Neurol Scand ; 126(5): 306-14, 2012 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-22107083

RESUMEN

BACKGROUND: No head-to-head study has been performed yet to assess whether natalizumab is more effective than classical immunomodulators in multiple sclerosis (MS). AIM: To retrospectively compare the efficacy of natalizumab vs IFN beta 1a SC (44 µg; Rebif(®) ) on clinical and radiological findings in two matched cohorts of patients with MS. PATIENTS AND METHODS: We retrospectively enrolled two cohorts of 42 patients (F/M: 35/7) with relapsing-remitting multiple sclerosis treated with natalizumab or IFN beta 1a for at least 12 consecutive months. Outcome measures were annualized relapse rate (ARR), changes in expanded disability status scale (EDSS) score, and number of contrast-enhancing lesions (CELs) at magnetic resonance imaging (MRI). RESULTS: In both groups, the ARR in the 12 months of treatment was lower than in the 12 months before therapy (0.24 vs 1.50 in natalizumab-treated group, P < 0.0000; 0.55 vs 1.10 in IFN beta 1a-treated group, P = 0.0006), being the effect of natalizumab significantly stronger (P = 0.0125). EDSS reduction was significantly different between the two groups in favor of natalizumab (P = 0.0018). The frequency and number of CELs per patient were decreased in both groups. In the second year, the treatment affected ARR and EDSS progression in the two groups of patients similarly to the first year, whereas number of CELs decreased more significantly in natalizumab group (P = 0.008). CONCLUSIONS: After 12 and 24 months of therapy, natalizumab was more effective than IFN beta 1a SC on both disease activity and disability progression. Prospective head-to-head studies would be helpful to further evaluate the differences observed in the MRI outcomes.


Asunto(s)
Anticuerpos Monoclonales Humanizados/uso terapéutico , Factores Inmunológicos/uso terapéutico , Interferón beta/uso terapéutico , Esclerosis Múltiple Recurrente-Remitente/tratamiento farmacológico , Encéfalo/patología , Sistema Nervioso Central/patología , Evaluación de la Discapacidad , Progresión de la Enfermedad , Femenino , Humanos , Masculino , Esclerosis Múltiple Recurrente-Remitente/patología , Esclerosis Múltiple Recurrente-Remitente/prevención & control , Natalizumab , Estudios Retrospectivos , Prevención Secundaria
12.
Ultrasound Obstet Gynecol ; 39(3): 279-87, 2012 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-22081472

RESUMEN

OBJECTIVES: To review the normal and pathological development of the posterior membranous area (PMA) in the fetal brain, to define sonographic criteria with which to diagnose a Blake's pouch cyst (BPC) in the fetus and to review the ultrasound features, associations and outcome of 19 cases of BPC seen at our center over the last 5 years. METHODS: We conducted a MEDLINE search using the terms 'Blake's pouch', with or without 'fourth ventricle' or '4(th) ventricle', with or without 'roof' and identified articles describing normal and/or abnormal development of the PMA, whether or not they were cited in the limited clinical literature on BPC. A description of the normal and abnormal development of BPC was derived by collating these articles. The clinical retrospective study included 19 cases of posterior fossa anomalies with a final diagnosis of BPC seen at our institution. The following variables were assessed: referral indication, gestational age at diagnosis, ultrasound and magnetic resonance imaging (MRI) findings, associated anomalies, natural history and pregnancy and neonatal outcome. A transvaginal three-dimensional (3D) ultrasound examination was performed in all cases and 15 cases underwent MRI. To confirm the diagnosis, postnatal MRI, transfontanellar ultrasound or autopsy were available in all cases. RESULTS: Among the 19 cases reviewed, referral indications were: suspicion of vermian abnormality in 11 (58%) cases and other non-central nervous system anomaly in eight (42%) cases. Sonographically, all cases showed the following three signs: 1) normal anatomy and size of the vermis; 2) mild/moderate anti-clockwise rotation of the vermis; 3) normal size of the cisterna magna. On 3D ultrasound, the upper wall of the cyst was clearly visible in 11/19 cases, with choroid plexuses on the superolateral margin of the cyst roof. On follow-up, the BPC had disappeared by 24-26 gestational weeks in six of the 11 cases which did not undergo termination of pregnancy (TOP), and remained unaltered until birth in the other five cases. There were associated anomalies in eight (42%) cases, in five of which this consisted of or included congenital heart disease. Karyotype was available in 14 cases, two of which were abnormal (both trisomy 21). Regarding pregnancy outcome, there were eight (42%) TOPs, two (10%) neonatal deaths and nine (48%) survivors. One neonate, in whom the BPC had disappeared by the time of birth, had obstructive hydrocephaly confirmed. Another neonate was diagnosed with Down syndrome after birth. Excluding the Down syndrome baby, neurodevelopmental outcome was normal at the time of writing in all eight cases. CONCLUSIONS: Based on our analysis of ultrasound features, we propose that for BPC to be diagnosed in a fetus the following three criteria should be fulfilled: 1) normal anatomy and size of the vermis; 2) mild/moderate anti-clockwise rotation of the vermis; 3) normal size of the cisterna magna. Furthermore, we found that BPC can undergo delayed fenestration at 24-26 weeks in more than 50% of cases. Finally, it seems that BPC shows a risk of association with extracardiac anomalies (heart defects in particular) and, to a lesser extent, trisomy 21.


Asunto(s)
Ventrículos Cerebrales/anomalías , Ventrículos Cerebrales/diagnóstico por imagen , Fosa Craneal Posterior/anomalías , Fosa Craneal Posterior/diagnóstico por imagen , Quistes/diagnóstico por imagen , Síndrome de Dandy-Walker/diagnóstico por imagen , Ultrasonografía Prenatal , Ventrículos Cerebrales/embriología , Ventrículos Cerebrales/patología , Fosa Craneal Posterior/embriología , Fosa Craneal Posterior/patología , Síndrome de Dandy-Walker/embriología , Síndrome de Dandy-Walker/patología , Femenino , Edad Gestacional , Humanos , Recién Nacido , Cariotipo , Embarazo , Pronóstico , Estudios Retrospectivos
13.
Eur J Neurol ; 18(12): 1402-6, 2011 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-21585623

RESUMEN

BACKGROUND: Insulin-like growth factor (IGF)-I has a role in remyelination, and insulin-like growth factor-binding protein-3 (IGFBP-3) might reduce its bioavailability. A role of IGFBP-3 in multiple sclerosis (MS) progression was hypothesized in patients with primary progressive (PP) MS. OBJECTIVE: To evaluate serum levels of IGF-I and IGFBP-3 in patients with relapsing-remitting (RR) and secondary progressive (SP) MS and their correlations with disease activity and progression. METHODS: Sixty-three (41 RR and 22 SP) 'naive' MS patients and 60 age-matched healthy controls were enrolled. Patients were assessed through clinical [Expanded Disability Status Scale (EDSS), Multiple Sclerosis Severity Scale (MSSS), number of relapses] and laboratory investigations. IGF-I and IGFBP-3 were measured by ELISA. RESULTS: Levels of IGF-I and IGFBP-3 were similar in the two MS groups. IGFBP-3 levels were higher in patients with MS than in controls (P < 0.001), with a reduction in IGF-I/BP3 ratio (P < 0.001). Patients showing IGFBP-3 levels higher than 2SD of the normal population had a higher EDSS (mean EDSS 3.7 vs. 2.8, P = 0.021). MSSS was not related to IGF-I or IGFBP-3 serum levels. CONCLUSIONS: Our patients showed high IGFBP-3 serum levels respect to controls and higher serum levels were associated with a higher EDSS, despite of comparable disease duration. Therefore, MS and higher disability seem to be associated with a reduction in bioavailability of IGF-I. MSSS score was not related to IGFBP-3 levels, suggesting that IGFBP-3 might not have the pathogenetic role previously suggested for PP MS, in the mechanism of progression in the SP form of disease.


Asunto(s)
Proteína 3 de Unión a Factor de Crecimiento Similar a la Insulina/sangre , Factor I del Crecimiento Similar a la Insulina/análisis , Esclerosis Múltiple Crónica Progresiva/sangre , Esclerosis Múltiple Recurrente-Remitente/sangre , Adulto , Factores de Edad , Estudios de Casos y Controles , Femenino , Humanos , Proteína 3 de Unión a Factor de Crecimiento Similar a la Insulina/fisiología , Factor I del Crecimiento Similar a la Insulina/fisiología , Masculino , Persona de Mediana Edad , Esclerosis Múltiple Crónica Progresiva/fisiopatología , Esclerosis Múltiple Recurrente-Remitente/fisiopatología , Índice de Severidad de la Enfermedad , Factores de Tiempo
14.
AJNR Am J Neuroradiol ; 42(11): 1927-1933, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34531195

RESUMEN

BACKGROUND AND PURPOSE: Conventional MR imaging explains only a fraction of the clinical outcome variance in multiple sclerosis. We aimed to evaluate machine learning models for disability prediction on the basis of radiomic, volumetric, and connectivity features derived from routine brain MR images. MATERIALS AND METHODS: In this retrospective cross-sectional study, 3T brain MR imaging studies of patients with multiple sclerosis, including 3D T1-weighted and T2-weighted FLAIR sequences, were selected from 2 institutions. T1-weighted images were processed to obtain volume, connectivity score (inferred from the T2 lesion location), and texture features for an atlas-based set of GM regions. The site 1 cohort was randomly split into training (n = 400) and test (n = 100) sets, while the site 2 cohort (n = 104) constituted the external test set. After feature selection of clinicodemographic and MR imaging-derived variables, different machine learning algorithms predicting disability as measured with the Expanded Disability Status Scale were trained and cross-validated on the training cohort and evaluated on the test sets. The effect of different algorithms on model performance was tested using the 1-way repeated-measures ANOVA. RESULTS: The selection procedure identified the 9 most informative variables, including age and secondary-progressive course and a subset of radiomic features extracted from the prefrontal cortex, subcortical GM, and cerebellum. The machine learning models predicted disability with high accuracy (r approaching 0.80) and excellent intra- and intersite generalizability (r ≥ 0.73). The machine learning algorithm had no relevant effect on the performance. CONCLUSIONS: The multidimensional analysis of brain MR images, including radiomic features and clinicodemographic data, is highly informative of the clinical status of patients with multiple sclerosis, representing a promising approach to bridge the gap between conventional imaging and disability.


Asunto(s)
Esclerosis Múltiple , Estudios Transversales , Humanos , Aprendizaje Automático , Imagen por Resonancia Magnética , Esclerosis Múltiple/diagnóstico por imagen , Estudios Retrospectivos
15.
AJNR Am J Neuroradiol ; 42(7): 1223-1230, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-33888456

RESUMEN

BACKGROUND AND PURPOSE: Modifications of magnetic susceptibility have been consistently demonstrated in the subcortical gray matter of MS patients, but some uncertainties remain concerning the underlying neurobiological processes and their clinical relevance. We applied quantitative susceptibility mapping and longitudinal relaxation rate relaxometry to clarify the relative contribution of atrophy and iron and myelin changes to deep gray matter damage and disability in MS. MATERIALS AND METHODS: Quantitative susceptibility mapping and longitudinal relaxation rate maps were computed for 91 patients and 55 healthy controls from MR images acquired at 3T. Applying an external model, we estimated iron and myelin concentration maps for all subjects. Subsequently, changes of deep gray matter iron and myelin concentration (atrophy-dependent) and content (atrophy-independent) were investigated globally (bulk analysis) and regionally (voxel-based and atlas-based thalamic subnuclei analyses). The clinical impact of the observed MRI modifications was evaluated via regression models. RESULTS: We identified reduced thalamic (P < .001) and increased pallidal (P < .001) mean iron concentrations in patients with MS versus controls. Global myelin and iron content in the basal ganglia did not differ between the two groups, while actual iron depletion was present in the thalamus (P < .001). Regionally, patients showed increased iron concentration in the basal ganglia (P ≤ .001) and reduced iron and myelin content in thalamic posterior-medial regions (P ≤ .004), particularly in the pulvinar (P ≤ .001). Disability was predicted by thalamic volume (B = -0.341, P = .02), iron concentration (B = -0.379, P = .005) and content (B = -0.406, P = .009), as well as pulvinar iron (B = -0.415, P = .003) and myelin (B = -0.415, P = .02) content, independent of atrophy. CONCLUSIONS: Quantitative MRI suggests an atrophy-related iron increase within the basal ganglia of patients with MS, along with an atrophy-independent reduction of thalamic iron and myelin correlating with disability. Absolute depletions of thalamic iron and myelin may represent sensitive markers of subcortical GM damage, which add to the clinical impact of thalamic atrophy in MS.


Asunto(s)
Encéfalo , Sustancia Gris , Hierro/análisis , Esclerosis Múltiple , Vaina de Mielina , Atrofia/patología , Encéfalo/diagnóstico por imagen , Encéfalo/patología , Química Encefálica , Sustancia Gris/química , Sustancia Gris/diagnóstico por imagen , Sustancia Gris/patología , Humanos , Imagen por Resonancia Magnética , Esclerosis Múltiple/diagnóstico por imagen , Esclerosis Múltiple/patología
16.
Mult Scler ; 16(1): 45-54, 2010 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-20028706

RESUMEN

Previous studies have shown a preferential loss of grey matter in fronto-temporal regions in patients with multiple sclerosis. Studies of correlates of disease severity are more controversial, because some studies have suggested an association between sensorimotor cortex atrophy and Expanded Disability Status Scale score, while others did not find such a correlation. The objective of this study was to assess the correlation of regional loss of grey matter and white matter with indexes of clinical and radiological severity in relapsing-remitting multiple sclerosis, including the Expanded Disability Status Scale and lesion load. Correlations between Expanded Disability Status Scale, lesion load and disease duration were assessed in 128 patients with relapsing-remitting multiple sclerosis (Expanded Disability Status Scale range 1.0-6.0) using optimized voxel-based morphometry. Bilateral loss of grey matter in sensorimotor cortices was correlated with Expanded Disability Status Scale, and tissue loss also involved adjacent white matter, extending along pyramidal tracts to the brainstem. Increasing lesion load was correlated with loss of deep grey matter and white matter. No specific region of grey matter or white matter showed a significant correlation with disease duration. These findings support the hypothesis that motor neuron involvement plays a major role in the progression of physical disability. Lesion load accrual affects mainly highly interconnected subcortical structures, while disease duration has a less significant impact on brain atrophy, probably owing to the inter-subject heterogeneity of the clinical course of the disease.


Asunto(s)
Encéfalo/patología , Esclerosis Múltiple Recurrente-Remitente/patología , Adolescente , Adulto , Mapeo Encefálico , Análisis por Conglomerados , Interpretación Estadística de Datos , Evaluación de la Discapacidad , Femenino , Lateralidad Funcional/fisiología , Humanos , Procesamiento de Imagen Asistido por Computador , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Adulto Joven
17.
Brain Imaging Behav ; 11(4): 1117-1128, 2017 08.
Artículo en Inglés | MEDLINE | ID: mdl-27704405

RESUMEN

Irritable bowel syndrome (IBS) is characterized by visceral hypersensitivity likely related to altered processing of sensory stimuli along the brain-gut axis. Previous neuroimaging studies demonstrated structural and functional alteration of several brain areas involved in bodily representation, e.g. the insula, in patients with IBS. By means of resting-state functional magnetic resonance imaging (rs-fMRI) we searched for alteration of functional connectivity within the network involved in self-bodily consciousness. We found significant inverse correlation between hypochondriasis assessed through a clinical questionnaire and connectivity between posterior cingulate cortex and left supramarginal gyrus, extending into the adjacent superior temporal gyrus. Moreover, we observed a significant and positive correlation between a clinical questionnaire assessing interoception and connectivity between left anterior ventral insula and two clusters located in supramarginal gyrus bilaterally.Our findings highlight an "abnormal network synchrony" reflecting functional alteration, in the absence of structural and micro-structural changes, which might represent a possible therapeutic target for Irritable Bowel Syndrome.


Asunto(s)
Encéfalo/fisiopatología , Interocepción , Síndrome del Colon Irritable/fisiopatología , Síndrome del Colon Irritable/psicología , Adulto , Anciano , Concienciación , Encéfalo/diagnóstico por imagen , Mapeo Encefálico , Femenino , Humanos , Síndrome del Colon Irritable/diagnóstico por imagen , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Vías Nerviosas/diagnóstico por imagen , Vías Nerviosas/fisiopatología , Pruebas Neuropsicológicas , Encuestas y Cuestionarios , Adulto Joven
18.
J Neuroimaging ; 16(3): 224-35, 2006 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-16808824

RESUMEN

Interpretation of brain positron emission tomography (PET) in terms of function vs. structure is ambiguous owing to the partial volume effect (PVE). Therefore, observed differences in tracer distribution could reflect differences in either activity or volume, a problem that applies principally to gray matter (GM) since white matter (WM) virtually always has uniform activity. To assess the contribution of GM volume vs. activity, we implemented a method to directly compare PET images with underlying structure, and applied it to resting-state (18)Fluoro-deoxy-glucose-PET (FDG) of healthy subjects. Methods. Average GM and WM PVE-corrected mean FDG uptake values were applied onto co-registered segmented magnetic resonance imaging data sets to generate a "virtual PET" in which activity is proportional to GM volume and resolution set to that of PET. The raw PET and virtual PET values were then compared across the sample of subjects, first voxel-wise to detect clusters with significant activity-volume mismatch, and second within regions-of-interest (ROI) to quantify mismatches between unsmoothed voxel values. Results. Relative to volume, there was significant hyperactivity of most GM structures of the dorsal brain-except the thalamus-and significant hypoactivity of the temporal lobe, hippocampal region, and cerebellum, consistent across the voxel- and ROI-based analyses. Conclusion. As applied to normals, our method documented the expected contribution of functional activity independently of local differences in GM volume in the normal pattern of FDG uptake, and disclosed marked heterogeneities in functional activity per unit GM volume among structures. This generic method should find applications in pathological states as well as for other PET and SPECT radiotracers.


Asunto(s)
Mapeo Encefálico/métodos , Encéfalo/diagnóstico por imagen , Tomografía Computarizada de Emisión , Medios de Contraste/farmacocinética , Femenino , Fluorodesoxiglucosa F18/farmacocinética , Humanos , Procesamiento de Imagen Asistido por Computador , Masculino , Persona de Mediana Edad
19.
J Cereb Blood Flow Metab ; 14 Suppl 1: S106-14, 1994 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-8263064

RESUMEN

Regional cerebral perfusion was assessed in six patients with asymmetric Parkinson's disease (PD) of mild to moderate severity and in six matched normal subjects using 99mTc-bicisate single photon emission computed tomography (SPECT). Regional activity was normalized to whole-brain activity. Each subject was studied twice, separated by 15.2 +/- 9.2 and 18.0 +/- 4.8 days in normals and PD patients, respectively. There was low intrasubject scan-rescan variability in normals, with all regions showing an average intrasubject difference in repeat studies of < 3%. In PD patients after chronic oral antiparkinsonian drugs had been withdrawn, as compared with normal subjects, there was increased perfusion in the caudate and lenticular nuclei contralateral to the worst affected extremities. This increased basal ganglia perfusion was attenuated by chronic oral therapy. The clinical relevance of these changes is indicated by the high positive correlation between various measures of clinical PD severity and the lenticular perfusion. These differences in basal ganglia perfusion measured with 99mTc-bicisate SPECT in mild to moderate, asymmetric PD may be secondary to increased metabolic demand resulting from alterations of synaptic activity.


Asunto(s)
Antiparkinsonianos/uso terapéutico , Circulación Cerebrovascular , Cisteína/análogos & derivados , Compuestos de Organotecnecio , Enfermedad de Parkinson/diagnóstico por imagen , Enfermedad de Parkinson/tratamiento farmacológico , Tomografía Computarizada de Emisión de Fotón Único , Adulto , Encéfalo/diagnóstico por imagen , Femenino , Humanos , Masculino , Persona de Mediana Edad , Valores de Referencia
20.
J Nucl Med ; 40(3): 442-7, 1999 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-10086709

RESUMEN

UNLABELLED: An original method for simultaneous display of functional and anatomic images, based on frequency encoding (FE), merges color PET with T1-weighted MR brain images, and grayscale PET with multispectral color MR images. A comparison with two other methods reported in the literature for image fusion (averaging and intensity modulation techniques) was performed. METHODS: For FE, the Fourier transform of the merged image was obtained summing the low frequencies of the PET image and the high frequencies of the MR image. For image averaging, the merged image was obtained as a weighted average of the intensities of the two images to be merged. For intensity modulation, the red, green and blue components of the color image were multiplied on a pixel-by-pixel basis by the grayscale image. A comparison of the performances of the three techniques was made by three independent observers assessing the conspicuity of specific MRI and PET information in the merged images. For evaluation purposes, images from seven patients and a computer-simulated MRI/PET phantom were used. Data were compared with a chi-square test applied to ranks. RESULTS: For the depiction of MRI and PET information when merging color PET and T1-weighted MR images, FE was rated superior to intensity modulation and averaging techniques in a significant number of comparisons. For merging grayscale PET with multispectral color MR images, FE and intensity modulation were rated superior to image averaging in terms of both MRI and PET information. CONCLUSION: The data suggest that improved simultaneous evaluation of MRI and PET information can be achieved with a method based on FE.


Asunto(s)
Procesamiento de Imagen Asistido por Computador , Imagen por Resonancia Magnética , Tomografía Computarizada de Emisión , Encéfalo/diagnóstico por imagen , Encéfalo/patología , Encefalopatías/diagnóstico , Encefalopatías/diagnóstico por imagen , Humanos , Fantasmas de Imagen
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