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1.
Neuroimage ; 217: 116839, 2020 08 15.
Artículo en Inglés | MEDLINE | ID: mdl-32387625

RESUMEN

Despite the importance and frequent use of Bayesian frameworks in brain network modeling for parameter inference and model prediction, the advanced sampling algorithms implemented in probabilistic programming languages to overcome the inference difficulties have received relatively little attention in this context. In this technical note, we propose a probabilistic framework, namely the Bayesian Virtual Epileptic Patient (BVEP), which relies on the fusion of structural data of individuals to infer the spatial map of epileptogenicity in a personalized large-scale brain model of epilepsy spread. To invert the individualized whole-brain model employed in this study, we use the recently developed algorithms known as No-U-Turn Sampler (NUTS) as well as Automatic Differentiation Variational Inference (ADVI). Our results indicate that NUTS and ADVI accurately estimate the degree of epileptogenicity of brain regions, therefore, the hypothetical brain areas responsible for the seizure initiation and propagation, while the convergence diagnostics and posterior behavior analysis validate the reliability of the estimations. Moreover, we illustrate the efficiency of the transformed non-centered parameters in comparison to centered form of parameterization. The Bayesian framework used in this work proposes an appropriate patient-specific strategy for estimating the epileptogenicity of the brain regions to improve outcome after epilepsy surgery.


Asunto(s)
Teorema de Bayes , Mapeo Encefálico , Epilepsia/diagnóstico por imagen , Modelos Neurológicos , Algoritmos , Encéfalo/diagnóstico por imagen , Simulación por Computador , Epilepsia Refractaria/diagnóstico por imagen , Epilepsia Refractaria/cirugía , Electroencefalografía , Epilepsia/cirugía , Femenino , Humanos , Masculino , Modelos Estadísticos , Red Nerviosa/diagnóstico por imagen , Procedimientos Neuroquirúrgicos/métodos , Valor Predictivo de las Pruebas , Reproducibilidad de los Resultados , Convulsiones/fisiopatología , Adulto Joven
2.
Eur J Neurol ; 27(8): 1382-1389, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32391944

RESUMEN

BACKGROUND AND PURPOSE: Nerve tissue alterations have rarely been quantified in Charcot-Marie-Tooth type 1A (CMT1A) patients. The aim of the present study was to quantitatively assess the magnetic resonance imaging (MRI) anomalies of the sciatic and tibial nerves in CMT1A disease using quantitative neurography MRI. It was also intended to seek for correlations with clinical variables. METHODS: Quantitative neurography MRI was used in order to assess differences in nerve volume, proton density and magnetization transfer ratio in the lower limbs of CMT1A patients and healthy controls. Disease severity was evaluated using the Charcot-Marie-Tooth Neuropathy Score version 2, Charcot-Marie-Tooth examination scores and Overall Neuropathy Limitations Scale scores. Electrophysiological measurements were performed in order to assess the compound motor action potential and the Motor Unit Number Index. Clinical impairment was evaluated using muscle strength measurements and Charcot-Marie-Tooth examination scores. RESULTS: A total of 32 CMT1A patients were enrolled and compared to 13 healthy subjects. The 3D nerve volume, magnetization transfer ratio and proton density were significantly different in CMT1A patients for the whole sciatic and tibial nerve volume. The sciatic nerve volume was significantly correlated with the whole set of clinical scores whereas no correlation was found between the tibial nerve volume and the clinical scores. CONCLUSION: Nerve injury could be quantified in vivo using quantitative neurography MRI and the corresponding biomarkers were correlated with clinical disability in CMT1A patients. The sensitivity of the selected metrics will have to be assessed through repeated measurements over time during longitudinal studies to evaluate structural nerve changes under treatment.


Asunto(s)
Enfermedad de Charcot-Marie-Tooth , Enfermedad de Charcot-Marie-Tooth/diagnóstico por imagen , Humanos , Imagen por Resonancia Magnética , Espectroscopía de Resonancia Magnética , Fuerza Muscular , Nervio Ciático/diagnóstico por imagen
3.
Rev Neurol (Paris) ; 175(3): 157-162, 2019 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-30827579

RESUMEN

Comparison studies between 7T and 1.5 or 3T magnetic resonance imaging (MRI) have demonstrated the added value of ultra-high field (UHF) MRI to better identify, delineate and characterize malformations of cortical development (MCD), and to disambiguate doubtful findings observed at lower field strengths. High resolution structural sequences such as magnetization prepared two rapid acquisition gradient echoes (MP2RAGE), fluid and white matter suppression MP2RAGE (FLAWS), and susceptibility-weighted imaging (SWI) appear to be key to the improvement of MCD diagnosis in clinical practice. 7T MRI offers not only images of high resolution and contrast but also provides many quantitative approaches capable of acting as more efficient probes of microstructure and ameliorating the categorization of MCDs. Post-processing of multiparametric ultra-high resolution and quantitative data may also be used to improve automated detection of MCD via machine learning. Therefore, 7T MRI can be considered as a useful tool in the presurgical evaluation of drug-resistant partial epilepsies, particularly, but not exclusively, in cases of normal appearing conventional MRI. It also opens many perspectives in the fields of in vivo histology and computational anatomy.


Asunto(s)
Encéfalo/diagnóstico por imagen , Imagen por Resonancia Magnética/métodos , Malformaciones del Desarrollo Cortical/diagnóstico , Encéfalo/anatomía & histología , Encéfalo/patología , Neuroimagen Funcional/métodos , Humanos , Procesamiento de Imagen Asistido por Computador/métodos , Malformaciones del Desarrollo Cortical/patología
4.
Neuroimage ; 145(Pt B): 377-388, 2017 01 15.
Artículo en Inglés | MEDLINE | ID: mdl-27477535

RESUMEN

Individual variability has clear effects upon the outcome of therapies and treatment approaches. The customization of healthcare options to the individual patient should accordingly improve treatment results. We propose a novel approach to brain interventions based on personalized brain network models derived from non-invasive structural data of individual patients. Along the example of a patient with bitemporal epilepsy, we show step by step how to develop a Virtual Epileptic Patient (VEP) brain model and integrate patient-specific information such as brain connectivity, epileptogenic zone and MRI lesions. Using high-performance computing, we systematically carry out parameter space explorations, fit and validate the brain model against the patient's empirical stereotactic EEG (SEEG) data and demonstrate how to develop novel personalized strategies towards therapy and intervention.


Asunto(s)
Epilepsia/diagnóstico por imagen , Epilepsia/fisiopatología , Imagen por Resonancia Magnética/métodos , Modelos Teóricos , Medicina de Precisión/métodos , Femenino , Humanos
5.
Br J Anaesth ; 118(6): 918-923, 2017 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-28505233

RESUMEN

BACKGROUND: : The combination of dexamethasone (DEX), ondansetron (OND) and droperidol (DRO) is efficacious in preventing postoperative nausea and vomiting in adults, but has not been well assessed in children. METHODS: : Children undergoing elective surgery under general anaesthesia and considered at high risk for postoperative vomiting (POV) were randomly assigned to receive a combination of DEX, OND and placebo (Group A) or a combination of DEX, OND and DRO (Group B). The primary outcome was the incidence of POV during the first 24 hours after surgery. We hypothesized that the addition of DRO to the standard antiemetic prophylaxis would provide a further 15% reduction in the residual risk for POV. The secondary outcome considered was any adverse event occurring during the study. RESULTS: : One hundred and fifty-three children, aged three to 16 years, were randomized to Group A and 162 to Group B. The overall incidence of POV did not differ significantly between the two groups, with 16 patients in Group A (10.5%) and 18 in Group B (11.1%) presenting with one or more episodes of POV, P =0.86. Fewer patients presented with adverse events in Group A (2%) compared with Group B (8%), P =0.01. Drowsiness and headache were the principal adverse events reported. CONCLUSIONS: : The addition of DRO to a combination of OND and DEX did not decrease POV frequency below that obtained with the two-drug combination in children at high risk of POV, but increased the risk of drowsiness. The combination of DEX and OND should be recommended in children with a high risk of POV. CLINICAL TRIAL REGISTRATION.: NCT01739985.


Asunto(s)
Antieméticos/uso terapéutico , Dexametasona/uso terapéutico , Droperidol/uso terapéutico , Ondansetrón/uso terapéutico , Náusea y Vómito Posoperatorios/prevención & control , Adolescente , Anestesia General , Antieméticos/efectos adversos , Niño , Preescolar , Dexametasona/efectos adversos , Método Doble Ciego , Quimioterapia Combinada , Procedimientos Quirúrgicos Electivos , Femenino , Humanos , Incidencia , Masculino , Ondansetrón/efectos adversos , Náusea y Vómito Posoperatorios/epidemiología
6.
Encephale ; 42(6S): S2-S6, 2016 Dec.
Artículo en Francés | MEDLINE | ID: mdl-28236988

RESUMEN

Clinical trials in psychiatry allow to build the regulatory dossiers for market authorization but also to document the mechanism of action of new drugs, to build pharmacodynamics models, evaluate the treatment effects, propose prognosis, efficacy or tolerability biomarkers and altogether to assess the impact of drugs for patient, caregiver and society. However, clinical trials have shown some limitations. Number of recent dossiers failed to convince the regulators. The clinical and biological heterogeneity of psychiatric disorders, the pharmacokinetic and pharmacodynamics properties of the compounds, the lack of translatable biomarkers possibly explain these difficulties. Several breakthrough options are now available: quantitative system pharmacology analysis of drug effects variability, pharmacometry and pharmacoepidemiology, Big Data analysis, brain modelling. In addition to more classical approaches, these opportunities lead to a paradigm change for clinical trials in psychiatry.


Asunto(s)
Ensayos Clínicos como Asunto , Trastornos Mentales/terapia , Psiquiatría/métodos , Psiquiatría/tendencias , Encéfalo/patología , Ensayos Clínicos como Asunto/métodos , Ensayos Clínicos como Asunto/organización & administración , Ensayos Clínicos como Asunto/normas , Simulación por Computador , Humanos , Trastornos Mentales/epidemiología , Farmacoepidemiología , Pruebas de Farmacogenómica/métodos , Pruebas de Farmacogenómica/tendencias , Proyectos de Investigación/normas , Interfaz Usuario-Computador
7.
Neuroimage ; 99: 461-76, 2014 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-24830841

RESUMEN

Scalp EEG recordings and the classification of interictal epileptiform discharges (IED) in patients with epilepsy provide valuable information about the epileptogenic network, particularly by defining the boundaries of the "irritative zone" (IZ), and hence are helpful during pre-surgical evaluation of patients with severe refractory epilepsies. The current detection and classification of epileptiform signals essentially rely on expert observers. This is a very time-consuming procedure, which also leads to inter-observer variability. Here, we propose a novel approach to automatically classify epileptic activity and show how this method provides critical and reliable information related to the IZ localization beyond the one provided by previous approaches. We applied Wave_clus, an automatic spike sorting algorithm, for the classification of IED visually identified from pre-surgical simultaneous Electroencephalogram-functional Magnetic Resonance Imagining (EEG-fMRI) recordings in 8 patients affected by refractory partial epilepsy candidate for surgery. For each patient, two fMRI analyses were performed: one based on the visual classification and one based on the algorithmic sorting. This novel approach successfully identified a total of 29 IED classes (compared to 26 for visual identification). The general concordance between methods was good, providing a full match of EEG patterns in 2 cases, additional EEG information in 2 other cases and, in general, covering EEG patterns of the same areas as expert classification in 7 of the 8 cases. Most notably, evaluation of the method with EEG-fMRI data analysis showed hemodynamic maps related to the majority of IED classes representing improved performance than the visual IED classification-based analysis (72% versus 50%). Furthermore, the IED-related BOLD changes revealed by using the algorithm were localized within the presumed IZ for a larger number of IED classes (9) in a greater number of patients than the expert classification (7 and 5, respectively). In contrast, in only one case presented the new algorithm resulted in fewer classes and activation areas. We propose that the use of automated spike sorting algorithms to classify IED provides an efficient tool for mapping IED-related fMRI changes and increases the EEG-fMRI clinical value for the pre-surgical assessment of patients with severe epilepsy.


Asunto(s)
Electroencefalografía/clasificación , Electroencefalografía/métodos , Epilepsias Parciales/clasificación , Imagen por Resonancia Magnética/métodos , Adulto , Algoritmos , Resistencia a Medicamentos , Epilepsias Parciales/patología , Epilepsias Parciales/fisiopatología , Epilepsia del Lóbulo Frontal/clasificación , Epilepsia del Lóbulo Frontal/patología , Epilepsia del Lóbulo Frontal/fisiopatología , Femenino , Humanos , Procesamiento de Imagen Asistido por Computador , Masculino , Oxígeno/sangre , Lóbulo Parietal/patología , Lóbulo Parietal/fisiopatología , Proyectos Piloto , Adulto Joven
8.
AJNR Am J Neuroradiol ; 44(9): 1101-1107, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-37562829

RESUMEN

BACKGROUND AND PURPOSE: The detection of spinal cord lesions in patients with MS is challenging. Recently, the 3D MP2RAGE sequence demonstrated its usefulness at 3T. Benefiting from the high spatial resolution provided by ultra-high-field MR imaging systems, we aimed to evaluate the contribution of the 3D MP2RAGE sequence acquired at 7T for the detection of MS lesions in the cervical spine. MATERIALS AND METHODS: Seventeen patients with MS participated in this study. They were examined at both 3T and 7T. The MR imaging examination included a Magnetic Imaging in MS (MAGNIMS) protocol with an axial T2*-WI gradient recalled-echo sequence ("optimized MAGNIMS protocol") and a 0.9-mm isotropic 3D MP2RAGE sequence at 3T, as well as a 0.7-mm isotropic and 0.3-mm in-plane-resolution anisotropic 3D MP2RAGE sequences at 7T. Each data set was read by a consensus of radiologists, neurologists, and neuroscientists. The number of lesions and their topography, as well as the visibility of the lesions from one set to another, were carefully analyzed. RESULTS: A total of 55 lesions were detected. The absolute number of visible lesions differed among the 4 sequences (linear mixed effect ANOVA, P = .020). The highest detection was observed for the two 7T sequences with 51 lesions each (92.7% of the total). The optimized 3T MAGNIMS protocol and the 3T MP2RAGE isotropic sequence detected 41 (74.5%) and 35 lesions (63.6%), respectively. CONCLUSIONS: The 7T MP2RAGE sequences detected more lesions than the 3T sets. Isotropic and anisotropic acquisitions performed comparably. Ultra-high-resolution sequences obtained at 7T improve the identification and delineation of lesions of the cervical spinal cord in MS.


Asunto(s)
Médula Cervical , Humanos , Médula Cervical/diagnóstico por imagen , Médula Cervical/patología , Médula Espinal/diagnóstico por imagen , Médula Espinal/patología , Imagen por Resonancia Magnética/métodos , Vértebras Cervicales/diagnóstico por imagen , Consenso
9.
Br J Anaesth ; 108(4): 648-54, 2012 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-22265901

RESUMEN

BACKGROUND: In children, sevoflurane is the most commonly used anaesthetic. Its excellent haemodynamic tolerance gives it a wide therapeutic index. This halogenated agent can abolish movement [minimal alveolar concentration (MAC)] or haemodynamic responses (MACBAR) to noxious stimulus in children as in adults. Reflex pupillary dilatation (RPD) has been demonstrated as a very sensitive measure of noxious stimulation. In order to investigate the effect of sevoflurane on the RPD, a subcortical reflex, we determined the MAC of sevoflurane inhibiting the RPD in 50% of the subjects in response to skin incision (MACpup) in pre- and post-pubertal subjects. METHODS: We included 30 pre-pubertal children and 19 post-pubertal subjects. Patients received sevoflurane at preselected concentrations according to an 'up and down' design, and after a steady-state period, skin incision was performed. The RPD was considered as significant when the pupillary diameter increased by more than 100%. Heart rate (HR) and bispectral index (BIS) changes were analysed according to the pupillary response. RESULTS: The MACpup of sevoflurane was 4.8% (95% confidence interval, 4.6-5.1%) in pre-pubertal children vs 3.4% (3.5-3.3%) in post-pubertal subjects (P<0.001). Inhibition of RPD was always associated with lack of significant HR response. In pre-pubertal children receiving high concentrations of sevoflurane, RPD in response to noxious stimulation was frequently associated with lack of HR response and low BIS values. CONCLUSIONS: MACpup was higher than MAC and close to the MACBAR. Inhibition of RPD in pre-pubertal children required higher sevoflurane concentrations compared with post-pubertal subjects, suggesting that the relationship between the brain structure sensitivities may differ with brain maturation.


Asunto(s)
Anestésicos por Inhalación/farmacología , Procedimientos Quirúrgicos Dermatologicos , Éteres Metílicos/farmacología , Alveolos Pulmonares/metabolismo , Reflejo Pupilar/efectos de los fármacos , Adolescente , Factores de Edad , Análisis de Varianza , Anestesia General , Anestésicos por Inhalación/farmacocinética , Niño , Preescolar , Estudios Cruzados , Relación Dosis-Respuesta a Droga , Electroencefalografía/efectos de los fármacos , Frecuencia Cardíaca/efectos de los fármacos , Humanos , Lactante , Éteres Metílicos/farmacocinética , Monitoreo Intraoperatorio/métodos , Estudios Prospectivos , Sevoflurano
10.
AJNR Am J Neuroradiol ; 43(7): 984-990, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35772800

RESUMEN

BACKGROUND AND PURPOSE: While conventional MR imaging has limited value in amyotrophic lateral sclerosis, nonconventional MR imaging has shown alterations of microstructure using diffusion MR imaging and recently sodium homeostasis with sodium MR imaging. We aimed to investigate the topography of brain regions showing combined microstructural and sodium homeostasis alterations in amyotrophic lateral sclerosis subgroups according to their disease-progression rates. MATERIALS AND METHODS: Twenty-nine patients with amyotrophic lateral sclerosis and 24 age-matched healthy controls were recruited. Clinical assessments included disease duration and the Revised Amyotrophic Lateral Sclerosis Functional Rating Scale. Patients were clinically differentiated into fast (n = 13) and slow (n = 16) progressors according to the Revised Amyotrophic Lateral Sclerosis Functional Rating Scale progression rate. 3T MR imaging brain protocol included 1H T1-weighted and diffusion sequences and a 23Na density-adapted radial sequence. Quantitative maps of diffusion with fractional anisotropy, mean diffusivity, and total sodium concentration were measured. The topography of diffusion and sodium abnormalities was assessed by voxelwise analyses. RESULTS: Patients with amyotrophic lateral sclerosis showed significantly higher sodium concentrations and lower fractional anisotropy, along with higher sodium concentrations and higher mean diffusivity compared with healthy controls, primarily within the corticospinal tracts, corona radiata, and body and genu of the corpus callosum. Fast progressors showed wider-spread abnormalities mainly in the frontal areas. In slow progressors, only fractional anisotropy measures showed abnormalities compared with healthy controls, localized in focal regions of the corticospinal tracts, the body of corpus callosum, corona radiata, and thalamic radiation. CONCLUSIONS: The present study evidenced widespread combined microstructural and sodium homeostasis brain alterations in fast amyotrophic lateral sclerosis progressors.


Asunto(s)
Esclerosis Amiotrófica Lateral , Esclerosis Amiotrófica Lateral/diagnóstico por imagen , Anisotropía , Encéfalo/diagnóstico por imagen , Imagen de Difusión Tensora/métodos , Homeostasis , Humanos , Imagen por Resonancia Magnética/métodos , Tractos Piramidales , Sodio
11.
Diagn Interv Imaging ; 102(3): 163-169, 2021 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-32830084

RESUMEN

PURPOSE: To compare the assessment of diffuse interstitial myocardial fibrosis in valvular diseases using cardiac magnetic resonance (CMR) extracellular volume fraction (ECV) quantification and serum biomarkers of collagen turnover using results of myocardial biopsy as standard of reference. MATERIALS AND METHODS: This prospective monocentric study included consecutive patients before aortic valvular replacement. All patients underwent: i), 1.5T CMR with pre and post contrast T1 mapping sequence and ECV computation; ii), serum quantification of matrix metalloproteinases (MMPs) and tissue inhibitor of metalloproteinases (TIMPs) and iii), myocardial biopsies were collected during surgery to assess collagen volume fraction (CVF). Patients with coronary artery disease were excluded. Correlation between native T1, ECV, CVF and serum biomarkers were assessed using Pearson correlation test. Agreement between basal anteroseptal ECV with global ECV was assessed using Bland-Altman test. RESULTS: Twenty-one patients, 16 with aortic stenosis and 5 with aortic regurgitation were included. There were 12 men and 9 women with a mean age of 74.1±6.8 (SD) years (range: 32-84 years). Mean global ECV value was 26.7±2.7 (SD) % (range: 23.4-32.5%) and mean CVF value was 12.4±9.7% (range: 3.2-25.7%). ECV assessed at the basal anteroseptal segment correlated moderately with CVF (r=0.6; P=0.0026). There was a strong correlation and agreement between basal anteroseptal ECV and global ECV, (r=0.8; P<0.0001; bias 5.4±6.1%) but no correlation between global ECV and CVF (r=0.5; P=0.10). Global ECV poorly correlated with serum TIMP-1 (r=0.4; P=0.037) and MMP-2 (r=0.4; P=0.047). No correlation was found between serum biomarkers and basal anteroseptal- ECV or native T1. CONCLUSION: In patients with severe aortic valvulopathy, diffuse myocardial fibrosis assessed by anterosepto-basal ECV correlates with histological myocardial fibrosis. Anteroseptobasal ECV strongly correlates with global ECV, which poorly correlates with TIMP-1 and MMP-2, serum biomarkers involved in the progression of heart failure.


Asunto(s)
Cardiomiopatías , Imagen por Resonancia Cinemagnética , Miocardio , Adulto , Anciano , Anciano de 80 o más Años , Biomarcadores , Cardiomiopatías/diagnóstico por imagen , Cardiomiopatías/patología , Colágeno , Femenino , Fibrosis , Humanos , Espectroscopía de Resonancia Magnética , Masculino , Persona de Mediana Edad , Miocardio/patología , Valor Predictivo de las Pruebas , Estudios Prospectivos
12.
Neuroimage ; 49(4): 3219-29, 2010 Feb 15.
Artículo en Inglés | MEDLINE | ID: mdl-19948231

RESUMEN

INTRODUCTION: EEG-correlated fMRI (EEG-fMRI) studies can reveal haemodynamic changes associated with Interictal Epileptic Discharges (IED). Methodological improvements are needed to increase sensitivity and specificity for localising the epileptogenic zone. We investigated whether the estimated EEG source activity improved models of the BOLD changes in EEG-fMRI data, compared to conventional << event-related >> designs based solely on the visual identification of IED. METHODS: Ten patients with pharmaco-resistant focal epilepsy underwent EEG-fMRI. EEG Source Imaging (ESI) was performed on intra-fMRI averaged IED to identify the irritative zone. The continuous activity of this estimated IED source (cESI) over the entire recording was used for fMRI analysis (cESI model). The maps of BOLD signal changes explained by cESI were compared to results of the conventional IED-related model. RESULTS: ESI was concordant with non-invasive data in 13/15 different types of IED. The cESI model explained significant additional BOLD variance in regions concordant with video-EEG, structural MRI or, when available, intracranial EEG in 10/15 IED. The cESI model allowed better detection of the BOLD cluster, concordant with intracranial EEG in 4/7 IED, compared to the IED model. In 4 IED types, cESI-related BOLD signal changes were diffuse with a pattern suggestive of contamination of the source signal by artefacts, notably incompletely corrected motion and pulse artefact. In one IED type, there was no significant BOLD change with either model. CONCLUSION: Continuous EEG source imaging can improve the modelling of BOLD changes related to interictal epileptic activity and this may enhance the localisation of the irritative zone.


Asunto(s)
Mapeo Encefálico/métodos , Diagnóstico por Computador/métodos , Electroencefalografía/métodos , Epilepsias Parciales/diagnóstico , Epilepsias Parciales/fisiopatología , Imagen por Resonancia Magnética/métodos , Red Nerviosa/fisiopatología , Adulto , Algoritmos , Relojes Biológicos , Simulación por Computador , Femenino , Humanos , Masculino , Persona de Mediana Edad , Modelos Neurológicos , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
13.
Neuroimage ; 53(1): 196-205, 2010 Oct 15.
Artículo en Inglés | MEDLINE | ID: mdl-20570736

RESUMEN

BACKGROUND: Simultaneous EEG-fMRI can reveal haemodynamic changes associated with epileptic activity which may contribute to understanding seizure onset and propagation. METHODS: Nine of 83 patients with focal epilepsy undergoing pre-surgical evaluation had seizures during EEG-fMRI and analysed using three approaches, two based on the general linear model (GLM) and one using independent component analysis (ICA): The results were compared with intracranial EEG. RESULTS: The canonical GLM analysis revealed significant BOLD signal changes associated with seizures on EEG in 7/9 patients, concordant with the seizure onset zone in 4/7. The Fourier GLM analysis revealed changes in BOLD signal corresponding with the results of the canonical analysis in two patients. ICA revealed components spatially concordant with the seizure onset zone in all patients (8/9 confirmed by intracranial EEG). CONCLUSION: Ictal EEG-fMRI visualises plausible seizure related haemodynamic changes. The GLM approach to analysing EEG-fMRI data reveals localised BOLD changes concordant with the ictal onset zone when scalp EEG reflects seizure onset. ICA provides additional information when scalp EEG does not accurately reflect seizures and may give insight into ictal haemodynamics.


Asunto(s)
Circulación Cerebrovascular , Electroencefalografía/métodos , Interpretación de Imagen Asistida por Computador/métodos , Imagen por Resonancia Magnética/métodos , Consumo de Oxígeno , Oxígeno/sangre , Convulsiones/fisiopatología , Mapeo Encefálico/métodos , Simulación por Computador , Humanos , Modelos Lineales , Modelos Neurológicos , Análisis de Componente Principal , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
14.
Epilepsy Behav ; 19(4): 612-7, 2010 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-21035404

RESUMEN

In addition to the hippocampus, the entorhinal/perirhinal cortices are often involved in temporal lobe epilepsy (TLE). It has been proposed that these anterior parahippocampal structures play a key role in recognition memory. We studied the voxel-based PET correlation between number of correctly recognized targets in a new recognition memory paradigm and interictal cerebral metabolic rate for glucose, in 15 patients with TLE with hippocampal sclerosis. In comparison to healthy subjects, patients had decreased recognition of targets (P<0.001) and ipsilateral hypometabolism (relative to side of hippocampal sclerosis) of the hippocampus, entorhinal/perirhinal cortices, medial temporal pole, and middle temporal gyrus (P<0.05, corrected by false discovery rate method). Performance correlated with interictal metabolism of ipsilateral entorhinal/perirhinal cortices (P<0.005, Spearman's rank test), but this relationship was not significant in the hippocampus itself (P>0.18, Spearman's rank test). These findings highlight the preferential involvement of entorhinal/perirhinal cortices in recognition memory in patients with TLE, and suggest that recognition memory paradigms may be useful in assessing anterior parahippocampal functional status in TLE.


Asunto(s)
Corteza Entorrinal/diagnóstico por imagen , Epilepsia del Lóbulo Temporal , Hipocampo/diagnóstico por imagen , Trastornos de la Memoria , Reconocimiento en Psicología/fisiología , Adulto , Epilepsia del Lóbulo Temporal/complicaciones , Epilepsia del Lóbulo Temporal/diagnóstico por imagen , Epilepsia del Lóbulo Temporal/patología , Femenino , Fluorodesoxiglucosa F18 , Humanos , Masculino , Trastornos de la Memoria/diagnóstico por imagen , Trastornos de la Memoria/etiología , Trastornos de la Memoria/patología , Pruebas Neuropsicológicas , Tomografía de Emisión de Positrones/métodos , Estadística como Asunto , Estadísticas no Paramétricas , Adulto Joven
15.
AJNR Am J Neuroradiol ; 41(5): 929-937, 2020 05.
Artículo en Inglés | MEDLINE | ID: mdl-32414903

RESUMEN

BACKGROUND AND PURPOSE: The inhomogeneous magnetization transfer technique has demonstrated high specificity for myelin, and has shown sensitivity to multiple sclerosis-related impairment in brain tissue. Our aim was to investigate its sensitivity to spinal cord impairment in MS relative to more established MR imaging techniques (volumetry, magnetization transfer, DTI). MATERIALS AND METHODS: Anatomic images covering the cervical spinal cord from the C1 to C6 levels and DTI, magnetization transfer/inhomogeneous magnetization transfer images at the C2/C5 levels were acquired in 19 patients with MS and 19 paired healthy controls. Anatomic images were segmented in spinal cord GM and WM, both manually and using the AMU40 atlases. MS lesions were manually delineated. MR metrics were analyzed within normal-appearing and lesion regions in anterolateral and posterolateral WM and compared using Wilcoxon rank tests and z scores. Correlations between MR metrics and clinical scores in patients with MS were evaluated using the Spearman rank correlation. RESULTS: AMU40-based C1-to-C6 GM/WM automatic segmentations in patients with MS were evaluated relative to manual delineation. Mean Dice coefficients were 0.75/0.89, respectively. All MR metrics (WM/GM cross-sectional areas, normal-appearing and lesion diffusivities, and magnetization transfer/inhomogeneous magnetization transfer ratios) were observed altered in patients compared with controls (P < .05). Additionally, the absolute inhomogeneous magnetization transfer ratio z scores were significantly higher than those of the other MR metrics (P < .0001), suggesting a higher inhomogeneous magnetization transfer sensitivity toward spinal cord impairment in MS. Significant correlations with the Expanded Disability Status Scale (ρ = -0.73/P = .02, ρ = -0.81/P = .004) and the total Medical Research Council scale (ρ = 0.80/P = .009, ρ = -0.74/P = .02) were observed for inhomogeneous magnetization transfer and magnetization transfer ratio z scores, respectively, in normal-appearing WM regions, while weaker and nonsignificant correlations were obtained for DTI metrics. CONCLUSIONS: With inhomogeneous magnetization transfer being highly sensitive to spinal cord damage in MS compared with conventional magnetization transfer and DTI, it could generate great clinical interest for longitudinal follow-up and potential remyelinating clinical trials. In line with other advanced myelin techniques with which it could be compared, it opens perspectives for multicentric investigations.


Asunto(s)
Interpretación de Imagen Asistida por Computador/métodos , Imagen por Resonancia Magnética/métodos , Esclerosis Múltiple/diagnóstico por imagen , Neuroimagen/métodos , Médula Espinal/diagnóstico por imagen , Adulto , Femenino , Humanos , Masculino , Persona de Mediana Edad , Esclerosis Múltiple/patología , Sensibilidad y Especificidad , Médula Espinal/patología
16.
Diagn Interv Imaging ; 101(10): 657-665, 2020 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-32451308

RESUMEN

PURPOSE: The purpose of this study was to investigate the potential additional value of cardiac magnetic resonance (CMR) in the assessment of left ventricular (LV) dilatation and dysfunction by comparison to standard echocardiography in patients with chronic left-sided valvular regurgitation. MATERIALS AND METHODS: We prospectively enrolled patients with chronic severe mitral regurgitation (MR) or aortic regurgitation (AR). They underwent standard echocardiography and CMR using aortic flow and LV-function sequences. LV dilatation or dysfunction was assessed with each technique, based on thresholds used for surgery indication. Reference regurgitation severity was defined following previously reported CMR-based regurgitant volume thresholds. RESULTS: A total of 71 patients with chronic severe MR (n=44) or severe AR (n=27) were prospectively included. There were 60 men and 11 women with a mean age of 61±14 (SD) years (range: 18-83 years). CMR-based regurgitation severity was significantly greater in the LV dysfunction group when assessed with CMR (MR, P=0.011; AR, P=0.006) whereas it was not different when LV dysfunction was assessed using standard echocardiography. Among standard echocardiography and CMR volumetric indices, CMR-derived end-diastolic volume showed the best ability to predict regurgitation severity (area under the curve [AUC]=0.78 for MR; AUC=0.91 for AR). Diagnostic thresholds identified on receiver operating characteristics-curve analysis were lower than those of current European recommendations and closer to North-American guidelines. CONCLUSION: CMR assessment of LV end-diastolic volume in chronic severe left-sided regurgitations is more reliably associated with CMR-based regurgitant volume by comparison with standard echocardiography diameter. CMR may provide useful evaluation before surgery decision for severe asymptomatic regurgitations.


Asunto(s)
Insuficiencia de la Válvula Aórtica , Insuficiencia de la Válvula Mitral , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Insuficiencia de la Válvula Aórtica/diagnóstico por imagen , Dilatación , Ecocardiografía , Femenino , Humanos , Espectroscopía de Resonancia Magnética , Masculino , Persona de Mediana Edad , Insuficiencia de la Válvula Mitral/diagnóstico por imagen , Índice de Severidad de la Enfermedad , Adulto Joven
17.
Diagn Interv Imaging ; 101(5): 311-320, 2020 May.
Artículo en Inglés | MEDLINE | ID: mdl-31953056

RESUMEN

PURPOSE: The purpose of this prospective study was to assess the value of biventricular extracellular volume (ECV) in pre-capillary pulmonary hypertension (PH) obtained using cardiac magnetic resonance imaging (CMR) and to correlate ECV with markers of prognosis such as strain echocardiography and blood biomarkers of fibrosis. MATERIALS AND METHODS: Twelve patients with PH (6 men, 6 women; mean age=50±16 [SD] years; age range: 22-73 years) underwent the same day: (i), transthoracic echocardiography including measurement of right ventricular (RV) fractional shortening (RVfs), tricuspid annular plane systolic excursion (TAPSE), maximal tricuspid annular velocity, RV global and segmental deformation; (ii), right heart catheterization measuring pulmonary arterial pressures (inmmHg) and cardiac output (inL/min); (iii), CMR at 1.5-T measuring RV volumes and ejection fraction; (iv), native and 15min post-contrast T1 mapping using modified look-locker inversion-recovery sequence; and (v), serum quantification of two biomarkers of collagen turnover and hematocrit. Non-parametric Mann-Whitney tests were used to search for differences between categorical variables. Spearman correlation test was used for search for correlation between quantitative values. RESULTS: Global RV ECV was 34%±4.2 (SD) for our entire population. A significant correlation was found between RV ECV and RVfs (r=0.6; P=0.026), S wave velocity (r=0.7; P=0.009), TAPSE (r=0.6; P=0.040) and RV systolic ejection fraction on CMR (r=0.6; P=0.04). There were no correlations between the ECV values in the lateral wall of the RV and in the septum (r=0.4; P=0.206). A significant correlation was found between septal ECV and 2D septal strain (r=0.7; P=0.013). CONCLUSION: ECV in PH as obtained using CMR appears to correlate with known echocardiographic prognostic markers and more specifically with the markers, which assess RV systolic function.


Asunto(s)
Ventrículos Cardíacos , Hipertensión Pulmonar , Adulto , Anciano , Femenino , Ventrículos Cardíacos/diagnóstico por imagen , Humanos , Hipertensión Pulmonar/diagnóstico por imagen , Imagen por Resonancia Magnética , Imagen por Resonancia Cinemagnética , Masculino , Valor Predictivo de las Pruebas , Estudios Prospectivos , Reproducibilidad de los Resultados , Volumen Sistólico , Adulto Joven
18.
Diagn Interv Imaging ; 101(1): 45-53, 2020 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-31331831

RESUMEN

PURPOSE: The purpose of this study was to investigate bone microarchitecture of cadaveric proximal femurs using ultra-high field (UHF) 7-Tesla magnetic resonance imaging (MRI) and to compare the corresponding metrics with failure load assessed during mechanical compression test and areal bone mineral density (ABMD) measured using dual-energy X-ray absorptiometry. MATERIALS AND METHODS: ABMD of ten proximal femurs from five cadavers (5 women; mean age=86.2±3.8 (SD) years; range: 82.5-90 years) were investigated using dual-energy X-ray absorptiometry and the bone volume fraction, trabecular thickness, trabecular spacing, fractal dimension, Euler characteristics, connectivity density and degree of anisotropy of each femur was quantified using UHF MRI. The whole set of specimens underwent mechanical compression tests to failure. The inter-rater reliability of microarchitecture characterization was assessed with the intraclass correlation coefficient (ICC). Associations were searched using correlation tests and multiple regression analysis. RESULTS: The inter-rater reliability for bone microarchitecture parameters measurement was good with ICC ranging from 0.80 and 0.91. ABMD and the whole set of microarchitecture metrics but connectivity density significantly correlated with failure load. Microarchitecture metrics correlated to each other but did not correlate with ABMD. Multiple regression analysis disclosed that the combination of microarchitecture metrics and ABMD improved the association with failure load. CONCLUSION: Femur bone microarchitecture metrics quantified using UHF MRI significantly correlated with biomechanical parameters. The multimodal assessment of ABMD and trabecular bone microarchitecture using UHF MRI provides more information about fracture risk of femoral bone and might be of interest for future investigations of patients with undetected osteoporosis.


Asunto(s)
Fémur/anatomía & histología , Fémur/diagnóstico por imagen , Imagen por Resonancia Magnética/métodos , Anciano de 80 o más Años , Cadáver , Femenino , Humanos , Masculino
19.
Sci Adv ; 6(41)2020 10.
Artículo en Inglés | MEDLINE | ID: mdl-33036982

RESUMEN

Gene and protein expressions display circadian oscillations, which can be disrupted in diseases in most body organs. Whether these oscillations occur in the healthy hippocampus and whether they are altered in epilepsy are not known. We identified more than 1200 daily oscillating transcripts in the hippocampus of control mice and 1600 in experimental epilepsy, with only one-fourth oscillating in both conditions. Comparison of gene oscillations in control and epilepsy predicted time-dependent alterations in energy metabolism, which were verified experimentally. Although aerobic glycolysis remained constant from morning to afternoon in controls, it increased in epilepsy. In contrast, oxidative phosphorylation increased in control and decreased in epilepsy. Thus, the control hippocampus shows circadian molecular remapping, which is altered in epilepsy. We suggest that the hippocampus operates in a different functioning mode in epilepsy. These alterations need to be considered when studying epilepsy mechanisms, designing drug treatments, and timing their delivery.


Asunto(s)
Epilepsia del Lóbulo Temporal , Epilepsia , Animales , Epilepsia del Lóbulo Temporal/genética , Epilepsia del Lóbulo Temporal/metabolismo , Hipocampo/metabolismo , Ratones , Proteoma/metabolismo , Transcriptoma
20.
Neuroimage ; 46(3): 834-43, 2009 Jul 01.
Artículo en Inglés | MEDLINE | ID: mdl-19408351

RESUMEN

Simultaneous EEG-fMRI acquisitions in patients with epilepsy often reveal distributed patterns of Blood Oxygen Level Dependant (BOLD) change correlated with epileptiform discharges. We investigated if electrical source imaging (ESI) performed on the interictal epileptiform discharges (IED) acquired during fMRI acquisition could be used to study the dynamics of the networks identified by the BOLD effect, thereby avoiding the limitations of combining results from separate recordings. Nine selected patients (13 IED types identified) with focal epilepsy underwent EEG-fMRI. Statistical analysis was performed using SPM5 to create BOLD maps. ESI was performed on the IED recorded during fMRI acquisition using a realistic head model (SMAC) and a distributed linear inverse solution (LAURA). ESI could not be performed in one case. In 10/12 remaining studies, ESI at IED onset (ESIo) was anatomically close to one BOLD cluster. Interestingly, ESIo was closest to the positive BOLD cluster with maximal statistical significance in only 4/12 cases and closest to negative BOLD responses in 4/12 cases. Very small BOLD clusters could also have clinical relevance in some cases. ESI at later time frame (ESIp) showed propagation to remote sources co-localised with other BOLD clusters in half of cases. In concordant cases, the distance between maxima of ESI and the closest EEG-fMRI cluster was less than 33 mm, in agreement with previous studies. We conclude that simultaneous ESI and EEG-fMRI analysis may be able to distinguish areas of BOLD response related to initiation of IED from propagation areas. This combination provides new opportunities for investigating epileptic networks.


Asunto(s)
Potenciales de Acción , Diagnóstico por Computador/métodos , Electroencefalografía/métodos , Epilepsia/diagnóstico , Epilepsia/fisiopatología , Imagen por Resonancia Magnética/métodos , Red Nerviosa/fisiopatología , Adulto , Mapeo Encefálico/métodos , Femenino , Humanos , Masculino , Persona de Mediana Edad , Pediatría/métodos , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Adulto Joven
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