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1.
Neuroradiology ; 64(4): 715-726, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-34625834

RESUMO

PURPOSE: To evaluate a MRI postprocessing tool for the enhanced and rapid detection of focal cortical dysplasia (FCD). METHODS: MP2RAGE sequences of 40 consecutive, so far MRI-negative patients and of 32 healthy controls were morphometrically analyzed to highlight typical FCD features. The resulting morphometric maps served as input for an artificial neural network generating a FCD probability map. The FCD probability map was inversely normalized, co-registered to the MPRAGE2 sequence, and re-transferred into the PACS system. Co-registered images were scrolled through "within a minute" to determine whether a FCD was present or not. RESULTS: Fifteen FCD, three subcortical band heterotopias (SBH), and one periventricular nodular heterotopia were identified. Of those, four FCD and one SBH were only detected by MRI postprocessing while one FCD and one focal polymicrogryia were missed, respectively. False-positive results occurred in 21 patients and 22 healthy controls. However, true positive cluster volumes were significantly larger than volumes of false-positive clusters (p < 0.001). The area under the curve of the receiver operating curve was 0.851 with a cut-off volume of 0.05 ml best indicating a FCD. CONCLUSION: Automated MRI postprocessing and presentation of co-registered output maps in the PACS allowed for rapid (i.e., "within a minute") identification of FCDs in our clinical setting. The presence of false-positive findings currently requires a careful comparison of postprocessing results with conventional MR images but may be reduced in the future using a neural network better adapted to MP2RAGE images.


Assuntos
Malformações do Desenvolvimento Cortical , Humanos , Imageamento por Ressonância Magnética/métodos , Malformações do Desenvolvimento Cortical/diagnóstico por imagem , Redes Neurais de Computação , Probabilidade
2.
Epilepsia ; 63(1): 75-85, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34800337

RESUMO

OBJECTIVE: The detection of focal cortical dysplasia (FCD) in magnetic resonance imaging is challenging. Voxel-based morphometric analysis and automated FCD detection using an artificial neural network (ANN) integrated into the Morphometric Analysis Program (MAP18) have been shown to facilitate FCD detection. This study aimed to evaluate whether the detection of FCD can be further improved by feeding this approach with magnetization prepared two rapid acquisition gradient echoes (MP2RAGE) instead of magnetization-prepared rapid acquisition gradient echo (MPRAGE) datasets. METHODS: MPRAGE and MP2RAGE datasets were acquired in a consecutive sample of 32 patients with FCD and postprocessed using MAP18. Visual analysis and, if available, histopathology served as the gold standard for assessing the sensitivity and specificity of FCD detection. Out-of-sample specificity was evaluated in a cohort of 32 healthy controls. RESULTS: The sensitivity and specificity of FCD detection were 82.4% and 62.5% for the MPRAGE and 97.1% and 34.4% for the MP2RAGE sequences, respectively. Median volumes of true-positive voxel clusters were .16 ml for the MPRAGE and .52 ml for the MP2RAGE sequences compared to .08- and .04-ml volumes of false-positive clusters. With regard to cluster volumes, FCD detection was substantially improved for the MP2RAGE data when the estimated optimal threshold of .23 ml was applied (sensitivity = 72.9%, specificity = 83.0%). In contrast, the estimated optimal threshold of .37 ml for the MPRAGE data did not improve FCD lesion detection (sensitivity = 42.9%, specificity = 79.5%). SIGNIFICANCE: In this study, the sensitivity of FCD detection by morphometric analysis and an ANN integrated into MAP18 was higher for MP2RAGE than for MPRAGE sequences. Additional usage of cluster volume information helped to discriminate between true- and false-positive MP2RAGE results.


Assuntos
Encéfalo , Malformações do Desenvolvimento Cortical , Encéfalo/patologia , Humanos , Imageamento por Ressonância Magnética/métodos , Malformações do Desenvolvimento Cortical/diagnóstico por imagem , Malformações do Desenvolvimento Cortical/patologia , Redes Neurais de Computação , Sensibilidade e Especificidade
3.
Neuroradiol J ; 30(1): 36-47, 2017 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-27864578

RESUMO

The purpose of this study was to identify markers from perfusion, diffusion, and chemical shift imaging in glioblastomas (GBMs) and to correlate them with genetically determined and previously published patterns of structural magnetic resonance (MR) imaging. Twenty-six patients (mean age 60 years, 13 female) with GBM were investigated. Imaging consisted of native and contrast-enhanced 3D data, perfusion, diffusion, and spectroscopic imaging. In the presence of minor necrosis, cerebral blood volume (CBV) was higher (median ± SD, 2.23% ± 0.93) than in pronounced necrosis (1.02% ± 0.71), pcorr = 0.0003. CBV adjacent to peritumoral fluid-attenuated inversion recovery (FLAIR) hyperintensity was lower in edema (1.72% ± 0.31) than in infiltration (1.91% ± 0.35), pcorr = 0.039. Axial diffusivity adjacent to peritumoral FLAIR hyperintensity was lower in severe mass effect (1.08*10-3 mm2/s ± 0.08) than in mild mass effect (1.14*10-3 mm2/s ± 0.06), pcorr = 0.048. Myo-inositol was positively correlated with a marker for mitosis (Ki-67) in contrast-enhancing tumor, r = 0.5, pcorr = 0.0002. Changed CBV and axial diffusivity, even outside FLAIR hyperintensity, in adjacent normal-appearing matter can be discussed as to be related to angiogenesis pathways and to activated proliferation genes. The correlation between myo-inositol and Ki-67 might be attributed to its binding to cell surface receptors regulating tumorous proliferation of astrocytic cells.


Assuntos
Neoplasias Encefálicas/diagnóstico por imagem , Diagnóstico por Imagem , Glioblastoma/diagnóstico por imagem , Adulto , Idoso , Idoso de 80 Anos ou mais , Imagem de Difusão por Ressonância Magnética , Feminino , Humanos , Imageamento Tridimensional , Isocitrato Desidrogenase/metabolismo , Antígeno Ki-67/metabolismo , Angiografia por Ressonância Magnética , Espectroscopia de Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Fenótipo , Estudos Retrospectivos , Estatística como Assunto , Estatísticas não Paramétricas
4.
Sci Rep ; 6: 29052, 2016 06 28.
Artigo em Inglês | MEDLINE | ID: mdl-27350391

RESUMO

The goal of this study was to identify correlations between metabolites from proton MR spectroscopy and genetic pathway activity in glioblastoma multiforme (GBM). Twenty patients with primary GBM were analysed by short echo-time chemical shift imaging and genome-wide expression analyses. Weighed Gene Co-Expression Analysis was used for an integrative analysis of imaging and genetic data. N-acetylaspartate, normalised to the contralateral healthy side (nNAA), was significantly correlated to oligodendrocytic and neural development. For normalised creatine (nCr), a group with low nCr was linked to the mesenchymal subtype, while high nCr could be assigned to the proneural subtype. Moreover, clustering of normalised glutamine and glutamate (nGlx) revealed two groups, one with high nGlx being attributed to the neural subtype, and one with low nGlx associated with the classical subtype. Hence, the metabolites nNAA, nCr, and nGlx correlate with a specific gene expression pattern reflecting the previously described subtypes of GBM. Moreover high nNAA was associated with better clinical prognosis, whereas patients with lower nNAA revealed a shorter progression-free survival (PFS).


Assuntos
Neoplasias Encefálicas/diagnóstico por imagem , Biologia Computacional/métodos , Regulação Neoplásica da Expressão Gênica , Glioblastoma/diagnóstico por imagem , Proteínas de Neoplasias/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Ácido Aspártico/análogos & derivados , Ácido Aspártico/metabolismo , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/mortalidade , Neoplasias Encefálicas/patologia , Creatina/metabolismo , Feminino , Perfilação da Expressão Gênica , Estudo de Associação Genômica Ampla , Glioblastoma/genética , Glioblastoma/mortalidade , Glioblastoma/patologia , Ácido Glutâmico/metabolismo , Glutamina/metabolismo , Humanos , Imageamento por Ressonância Magnética , Espectroscopia de Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Proteínas de Neoplasias/metabolismo , Neurônios/metabolismo , Neurônios/patologia , Oligodendroglia/metabolismo , Oligodendroglia/patologia , Prognóstico , Estudos Prospectivos , Análise de Sobrevida
5.
J Neurol Neurosurg Psychiatry ; 83(5): 503-9, 2012 May.
Artigo em Inglês | MEDLINE | ID: mdl-22396439

RESUMO

INTRODUCTION: The Wada test has been the gold standard for testing cerebral language localisation during presurgical investigation in the past decades. However, during the last few years a shift has occurred in epilepsy surgery programmes towards the use of non-invasive methods, predominantly functional MRI (fMRI). However, Wada tests are still performed, albeit in a considerably smaller number of patients at many epilepsy centres. METHODS: A retrospective monocentric analysis of remaining clinical indications for performing a Wada procedure was undertaken. The clinical data of patients who participated in Wada tests (42 hemispheric and 8 superselective procedures) during recent years were retrospectively evaluated. RESULTS: Reasons for conducting a Wada test were (1) a patient's inability to perform the fMRI task due to agitation, mental disablement, or perceptual impairment, (2) validation of atypical, inconclusive or not clearly lateralised language activation shown with fMRI, (3) evaluation of propagation of ongoing interictal bilateral epileptiform EEG activity, (4) region selective testing of language and other cognitive functions, or (5) assessment of motor localisation. Patients who were not able to perform the fMRI task or in whom fMRI did not provide interpretable results were significantly younger (p<0.05). CONCLUSION: It is argued that fMRI is eligible to replace Wada tests in the majority of patients who are compliant with clearly lateralised language localisation, but in patients who are agitated or mentally impaired as well as in the case of the above-mentioned specific clinical indications and bilateral fMRI activations, Wada tests still provide additional information. Additionally, non-invasive methods less sensitive to movement artefacts are discussed as possible alternatives for these patients.


Assuntos
Amobarbital/farmacologia , Epilepsia/psicologia , Lateralidade Funcional/efeitos dos fármacos , Testes de Linguagem , Adolescente , Adulto , Amobarbital/administração & dosagem , Ondas Encefálicas/efeitos dos fármacos , Criança , Cognição/efeitos dos fármacos , Eletroencefalografia/métodos , Epilepsia/cirurgia , Feminino , Humanos , Injeções Intra-Arteriais , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Destreza Motora/efeitos dos fármacos
6.
J Neurol Sci ; 291(1-2): 79-85, 2010 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-20116073

RESUMO

The broadwide spectrum of differential diagnoses of autosomal dominant muscular dystrophies in adults can be specified by additional features. The combination of late-onset muscular dystrophy, rimmed vacuoles and inclusion bodies in the muscle biopsy, and Paget's disease of bone suggests a mutation in the Valosin-containing protein gene (VCP, p97 or CDC48) even without dementia. We report on a German family with late-onset autosomal dominant muscular dystrophy starting in the pelvic girdle about age 40years, a subsequent rapidly-progressing course, high alkaline phosphatase and Paget's disease of bone. Clinical examination revealed no cognitive impairment. Histology showed myopathic changes with rimmed vacuoles and inclusion bodies on muscle biopsy. Mutations in VCP, filamin C, desmin, alphaB-crystallin, ZASP and myosin heavy chains 2 and 7 as well as the genes for facioscapulohumeral muscular dystrophy, Myotonic Dystrophy I and II, and LGMD1A-G were excluded by a combination of linkage analysis and direct sequencing. The family presented here suggests that a yet-unknown genetic defect can give rise to an autosomal dominant myopathy with Paget's disease but without dementia.


Assuntos
Adenosina Trifosfatases/genética , Proteínas de Ciclo Celular/genética , Distrofia Muscular do Cíngulo dos Membros/genética , Osteíte Deformante/genética , Adulto , Idade de Início , Família , Feminino , Alemanha , Humanos , Perna (Membro)/patologia , Masculino , Pessoa de Meia-Idade , Músculo Esquelético/patologia , Músculo Esquelético/ultraestrutura , Distrofia Muscular do Cíngulo dos Membros/patologia , Mutação , Osteíte Deformante/patologia , Linhagem , Fenótipo , Proteína com Valosina
7.
Epilepsy Res ; 78(2-3): 161-70, 2008 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-18180141

RESUMO

We addressed the question whether lateralization of memory-related medial temporal lobe (MTL) activity in medial temporal lobe epilepsy (MTLE) patients is determined by pathology or sex, differentiating between two MTL subregions implicated in visuospatial memory as regions-of-interest (ROI) - the hippocampus (Hc) and the parahippocampal place area (PPA). We further assessed the relation between lateralization of hippocampal activation and postsurgical memory decline regarding performance in standardized neuropsychological tests of verbal and visuospatial learning. Functional magnetic resonance imaging (fMRI) data were acquired from unilateral MTLE patients performing an object location memory task in a virtual environment. Individual lateralization indices (LI) based on memory-related brain activation patterns were calculated for each subject and ROI. Correlational analyses were computed between pre- to postsurgical changes in learning and asymmetry in hippocampal activation. Results revealed that lateralization of hippocampal, memory-related activity in patients with MTLE was determined by the side of seizure focus, not sex. Laterality of activation in the PPA was neither influenced by side of pathology nor sex. Lateralization of hippocampal activation was significantly correlated with decline in verbal learning after surgery. We were able to demonstrate that asymmetry of hippocampal fMRI-activation in unilateral MTLE patients is determined by the side of seizure focus, thus indicating the relative functional integrity of the hippocampi. This is corroborated by the finding that greater activation of the to-be-resected hippocampus leads to stronger verbal memory decline after surgery.


Assuntos
Epilepsia do Lobo Temporal/fisiopatologia , Epilepsia do Lobo Temporal/cirurgia , Lateralidade Funcional/fisiologia , Hipocampo/fisiopatologia , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/psicologia , Aprendizagem Verbal/fisiologia , Adolescente , Adulto , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Memória/fisiologia , Transtornos da Memória/epidemiologia , Transtornos da Memória/psicologia , Pessoa de Meia-Idade , Testes Neuropsicológicos , Procedimentos Neurocirúrgicos , Análise de Regressão , Caracteres Sexuais , Percepção Espacial/fisiologia , Resultado do Tratamento
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