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1.
Neurobiol Dis ; 195: 106491, 2024 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-38575092

RESUMO

Focal cortical dysplasia (FCD) represents a group of diverse localized cortical lesions that are highly epileptogenic and occur due to abnormal brain development caused by genetic mutations, involving the mammalian target of rapamycin (mTOR). These somatic mutations lead to mosaicism in the affected brain, posing challenges to unravel the direct and indirect functional consequences of these mutations. To comprehensively characterize the impact of mTOR mutations on the brain, we employed here a multimodal approach in a preclinical mouse model of FCD type II (Rheb), focusing on spatial omics techniques to define the proteomic and lipidomic changes. Mass Spectrometry Imaging (MSI) combined with fluorescence imaging and label free proteomics, revealed insight into the brain's lipidome and proteome within the FCD type II affected region in the mouse model. MSI visualized disrupted neuronal migration and differential lipid distribution including a reduction in sulfatides in the FCD type II-affected region, which play a role in brain myelination. MSI-guided laser capture microdissection (LMD) was conducted on FCD type II and control regions, followed by label free proteomics, revealing changes in myelination pathways by oligodendrocytes. Surgical resections of FCD type IIb and postmortem human cortex were analyzed by bulk transcriptomics to unravel the interplay between genetic mutations and molecular changes in FCD type II. Our comparative analysis of protein pathways and enriched Gene Ontology pathways related to myelination in the FCD type II-affected mouse model and human FCD type IIb transcriptomics highlights the animal model's translational value. This dual approach, including mouse model proteomics and human transcriptomics strengthens our understanding of the functional consequences arising from somatic mutations in FCD type II, as well as the identification of pathways that may be used as therapeutic strategies in the future.


Assuntos
Epilepsia , Malformações do Desenvolvimento Cortical do Grupo I , Proteômica , Animais , Humanos , Malformações do Desenvolvimento Cortical do Grupo I/genética , Malformações do Desenvolvimento Cortical do Grupo I/metabolismo , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Camundongos , Masculino , Serina-Treonina Quinases TOR/metabolismo , Serina-Treonina Quinases TOR/genética , Feminino , Modelos Animais de Doenças , Encéfalo/metabolismo , Encéfalo/patologia , Proteoma/metabolismo , Displasia Cortical Focal
2.
Mol Neurobiol ; 60(8): 4396-4417, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37103687

RESUMO

Focal cortical dysplasia (FCD), a common malformation of cortical development, is frequently associated with pharmacoresistant epilepsy in both children and adults. Adenosine is an inhibitory modulator of brain activity and a prospective anti-seizure agent with potential for clinical translation. Our previous results demonstrated that the major adenosine-metabolizing enzyme adenosine kinase (ADK) was upregulated in balloon cells (BCs) within FCD type IIB lesions, suggesting that dysfunction of the adenosine system is implicated in the pathophysiology of FCD. In our current study, we therefore performed a comprehensive analysis of adenosine signaling in surgically resected cortical specimens from patients with FCD type I and type II via immunohistochemistry and immunoblot analysis. Adenosine enzyme signaling was assessed by quantifying the levels of the key enzymes of adenosine metabolism, i.e., ADK, adenosine deaminase (ADA), and ecto-5'-nucleotidase (CD73). Adenosine receptor signaling was assessed by quantifying the levels of adenosine A2A receptor (A2AR) and putative downstream mediators of adenosine, namely, glutamate transporter-1 (GLT-1) and mammalian target of rapamycin (mTOR). Within lesions in FCD specimens, we found that the adenosine-metabolizing enzymes ADK and ADA, as well as the adenosine-producing enzyme CD73, were upregulated. We also observed an increase in A2AR density, as well as a decrease in GLT-1 levels and an increase in mTOR levels, in FCD specimens compared with control tissue. These results suggest that dysregulation of the adenosine system is a common pathologic feature of both FCD type I and type II. The adenosine system might therefore be a therapeutic target for the treatment of epilepsy associated with FCD.


Assuntos
Epilepsia , Displasia Cortical Focal , Malformações do Desenvolvimento Cortical do Grupo I , Malformações do Desenvolvimento Cortical , Criança , Adulto , Humanos , Epilepsia/patologia , Malformações do Desenvolvimento Cortical do Grupo I/metabolismo , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Transdução de Sinais , Serina-Treonina Quinases TOR/metabolismo
4.
J Neurosurg Pediatr ; 29(1): 83-91, 2022 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-34653986

RESUMO

OBJECTIVE: Focal cortical dysplasia (FCD) is a common cause of early-onset intractable epilepsy, and resection is a highly sufficient treatment option. In this study, the authors aimed to provide a retrospective analysis of pre- and postoperative factors and their impact on postoperative long-term seizure outcome. METHODS: The postoperative seizure outcomes of 50 patients with a mean age of 8 ± 4.49 years and histologically proven FCD type II were retrospectively analyzed. Furthermore, pre- and postoperative predictors of long-term seizure freedom were assessed. The seizure outcome was evaluated based on the International League Against Epilepsy (ILAE) classification. RESULTS: Complete resection of FCD according to MRI criteria was achieved in 74% (n = 37) of patients. ILAE class 1 at the last follow-up was achieved in 76% (n = 38) of patients. A reduction of antiepileptic drugs (AEDs) to monotherapy or complete withdrawal was achieved in 60% (n = 30) of patients. Twelve patients (24%) had a late seizure recurrence, 50% (n = 6) of which occurred after reduction of AEDs. A lower number of AEDs prior to surgery significantly predicted a favorable seizure outcome (p = 0.013, HR 7.63). Furthermore, younger age at the time of surgery, shorter duration of epilepsy prior to surgery, and complete resection were positive predictors for long-term seizure freedom. CONCLUSIONS: The duration of epilepsy, completeness of resection, number of AEDs prior to surgery, and younger age at the time of surgery served as predictors of postoperative long-term seizure outcome, and, as such, may improve clinical practice when selecting and counseling appropriate candidates for resective epilepsy surgery. The study results also underscored that epilepsy surgery should be considered early in the disease course of pediatric patients with FCD type II.


Assuntos
Epilepsia/patologia , Epilepsia/cirurgia , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Malformações do Desenvolvimento Cortical do Grupo I/cirurgia , Procedimentos Neurocirúrgicos/métodos , Resultado do Tratamento , Criança , Pré-Escolar , Epilepsia Resistente a Medicamentos/etiologia , Epilepsia Resistente a Medicamentos/patologia , Epilepsia Resistente a Medicamentos/cirurgia , Epilepsia/complicações , Feminino , Alemanha , Humanos , Masculino , Malformações do Desenvolvimento Cortical do Grupo I/complicações , Período Pós-Operatório , Estudos Retrospectivos , Convulsões/etiologia , Convulsões/cirurgia , Centros de Atenção Terciária
5.
Brain Dev ; 44(2): 166-172, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34756499

RESUMO

BACKGROUND: The role of PI3K/AKT/mTOR pathway hyperactivation in localized brain overgrowth is evolving. We describe two patients with focal cortical dysplasia (FCD) who demonstrated somatic mutations in TSC1 and TSC2 genes in the dysplastic brain tissue but not peripheral blood. METHODS: Paired whole-exome sequencing was performed on genomic DNA extracted from blood and excised brain tissue in two children with FCD who underwent excision of dysplastic tissue. RESULTS: Patient 1, a 14-year boy, had drug-resistant focal epilepsy with onset at 20 months. His brain MRI showed abnormalities suggestive of FCD in the left superior and middle frontal lobes. Patient 2 presented at the age of 10 years with pharmaco-resistant focal epilepsy (onset at six years). His MRI suggested FCD in the left insular lobe. Both patients underwent surgical excision of FCD, and excised tissues were pathologically confirmed to have type IIb FCD. For patient 1, a missense mutation (c.64C > T; p.Arg22Trp) was detected in the TSC1 gene in DNA of dysplastic brain tissue but not peripheral blood lymphocytes. Similarly, for patient 2, a frameshift mutation (c.4258_4261delCAGT; p.Ser1420GlyfsTer55) in the TSC2 gene was identified in the brain tissue but not blood. Both gene variants are likely pathogenic and cause mTOR pathway activation. CONCLUSION: Our report of TSC1/TSC2 somatic mutations in patients with non-syndromic FCD suggests that localized hyperactivation of the mTOR pathway can cause focal malformations during cortical development and presents pharmacological targets for precision therapy in FCD management.


Assuntos
Epilepsia Resistente a Medicamentos/etiologia , Epilepsia/genética , Malformações do Desenvolvimento Cortical do Grupo I/genética , Proteína 1 do Complexo Esclerose Tuberosa/genética , Proteína 2 do Complexo Esclerose Tuberosa/genética , Adolescente , Criança , Epilepsia/complicações , Epilepsia/patologia , Epilepsia/cirurgia , Humanos , Masculino , Malformações do Desenvolvimento Cortical do Grupo I/complicações , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Malformações do Desenvolvimento Cortical do Grupo I/cirurgia
6.
Brain Pathol ; 31(4): e12964, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-34196986

RESUMO

The ILAE classification of Focal Cortical Dysplasia (FCD) from 2011 has quickly gained acceptance in clinical practice and research and is now widely used around the world. This histopathology-based classification scheme proposed three subtypes, that is, FCD Type 1 (with architectural abnormalities of the neocortex), FCD Type 2 (with cytoarchitectural abnormalities of the neocortex) and FCD Type 3 (architectural abnormalities of the neocortex associated with another principle lesion acquired during early life). Valuable knowledge was gathered during the last decade validating the clinical, pathological and genetic classification of FCD Type 2. This is in contrast to FCD subtype 1 and 3 with only few robust or new insights. Herein, we provide an overview about current knowledge about FCD Type 1 and its three subtypes. Available data strengthened, however, FCD Type 1A in particular, whereas a comprehensive clinico-pathological specification for FCD Type 1B and 1C subtypes remain to be shown. The lack of a valid animal model for FCD Type 1 further supports our call and the ongoing need for systematic research studies based on a careful clinico-pathological and genetic stratification of patients and human brain tissues.


Assuntos
Epilepsia/patologia , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Malformações do Desenvolvimento Cortical/patologia , Neocórtex/patologia , Animais , Modelos Animais de Doenças , Epilepsia/diagnóstico , Humanos , Imageamento por Ressonância Magnética/métodos , Malformações do Desenvolvimento Cortical/diagnóstico , Malformações do Desenvolvimento Cortical do Grupo I/diagnóstico , Estudos Retrospectivos
7.
Neuropathol Appl Neurobiol ; 47(6): 826-839, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34003514

RESUMO

AIMS: Focal cortical dysplasia (FCD) type 2 is an epileptogenic malformation of the neocortex associated with somatic mutations in the mammalian target of rapamycin (mTOR) pathway. Histopathologically, FCD 2 is subdivided into FCD 2a and FCD 2b, the only discriminator being the presence of balloon cells (BCs) in FCD 2b. While pro-epileptogenic immune system activation and inflammatory responses are commonly detected in both subtypes, it is unknown what contextual role BCs play. METHODS: The present study employed RNA sequencing of surgically resected brain tissue from FCD 2a (n = 11) and FCD 2b (n = 20) patients compared to autopsy control (n = 9) focusing on three immune system processes: adaptive immunity, innate immunity and cytokine production. This analysis was followed by immunohistochemistry on a clinically well-characterised FCD 2 cohort. RESULTS: Differential expression analysis revealed stronger expression of components of innate immunity, adaptive immunity and cytokine production in FCD 2b than in FCD 2a, particularly complement activation and antigen presentation. Immunohistochemical analysis confirmed these findings, with strong expression of leukocyte antigen I and II in FCD 2b as compared to FCD 2a. Moreover, T-lymphocyte tissue infiltration was elevated in FCD 2b. Expression of markers of immune system activation in FCD 2b was concentrated in subcortical white matter. Lastly, antigen presentation was strongly correlated with BC load in FCD 2b lesions. CONCLUSION: We conclude that, next to mutation-driven mTOR activation and seizure activity, BCs are crucial drivers of inflammation in FCD 2b. Our findings indicate that therapies targeting inflammation may be beneficial in FCD 2b.


Assuntos
Epilepsia/patologia , Sistema Imunitário/metabolismo , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Malformações do Desenvolvimento Cortical/patologia , Serina-Treonina Quinases TOR/metabolismo , Adolescente , Criança , Epilepsia/genética , Epilepsia/imunologia , Humanos , Masculino , Malformações do Desenvolvimento Cortical/genética , Malformações do Desenvolvimento Cortical/imunologia , Malformações do Desenvolvimento Cortical do Grupo I/genética , Malformações do Desenvolvimento Cortical do Grupo I/imunologia , Pessoa de Meia-Idade , Mutação/genética , Neocórtex/patologia , Neurônios/metabolismo , Serina-Treonina Quinases TOR/genética , Serina-Treonina Quinases TOR/imunologia , Substância Branca/metabolismo
8.
J Neuroimaging ; 31(3): 560-568, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33817887

RESUMO

BACKGROUND AND PURPOSE: Magnetic resonance imaging (MRI) is essential in the diagnosis of pharmacoresistant epilepsy (PRE), because patients with lesions detected by MRI have a better prognosis after surgery. Focal cortical dysplasia (FCD) is one of the most frequent etiologies of PRE but can be difficult to identify by MRI. Voxel-based morphometric analysis programs, like the Morphometric Analysis Program (MAP), have been developed to help improve MRI detection. Our objective was to evaluate the clinical usefulness of MAP in patients with PRE and an apparently normal MRI. METHODS: We studied 70 patients with focal PRE and a nonlesional MRI. The 3DT1 sequence was processed with MAP, obtaining three z-score maps. Patients were classified as MAP+ if one or more z-score maps showed a suspicious area of brightness, and MAP- if the z-score maps did not show any suspicious areas. For MAP+ cases, a second-look MRI was performed with a dedicated inspection based on the MAP findings. The MAP results were correlated with the epileptogenic zone. The sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were calculated. RESULTS: Thirty-one percent of patients were classified as MAP+ and 69% were MAP-. Results showed a sensitivity of 0.57, specificity of 0.8, PPV of 0.91, and NPV of 0.35. In 19% of patients, an FCD was found in the second-look MRI after MAP. CONCLUSIONS: MAP was helpful in the detection of lesions in PRE patients with a nonlesional MRI, which could have important repercussions for the clinical management and postoperative prognosis of these patients.


Assuntos
Epilepsia Resistente a Medicamentos/diagnóstico por imagem , Epilepsia Resistente a Medicamentos/cirurgia , Epilepsia/patologia , Imageamento por Ressonância Magnética/métodos , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Malformações do Desenvolvimento Cortical/diagnóstico por imagem , Adolescente , Adulto , Pesos e Medidas Corporais , Encéfalo/diagnóstico por imagem , Encéfalo/patologia , Mapeamento Encefálico/métodos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Adulto Jovem
9.
Brain Pathol ; 31(2): 346-364, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-33314369

RESUMO

Focal cortical dysplasia type IIb (FCDIIb) and tuberous sclerosis complex (TSC) are typical causes of developmental delay and refractory epilepsy. G-protein-coupled receptor 30 (GPR30) is a specific estrogen receptor that is critical in neurodevelopment, neuroinflammation, and neuronal excitability, suggesting that it plays a potential role in the epilepsy of patients with FCDIIb and TSC. Therefore, we investigated the role of GPR30 in patients with FCDIIb and TSC. We found that the expression of GPR30 and its downstream protein kinase A (PKA) pathway were decreased and negatively correlated with seizure frequency in female patients with FCDIIb and TSC, but not in male patients. GPR30 was widely distributed in neurons, astrocytes, and microglia, and its downregulation was especially notable in microglia. The GPR30 agonist G-1 increased the expression of PKA and p-PKA in cultured cortical neurons, and the GPR30 antagonist G-15 exhibited the opposite effects of G-1. The NF-κB signaling pathway was also activated in the specimens of female patients with FCDIIb and TSC, and was regulated by G-1 and G-15 in cultured cortical neurons. We also found that GPR30 regulated cortical neuronal excitability by altering the frequency of spontaneous excitatory postsynaptic currents and the expression of NR2A/B. Further, the relationship between GPR30 and glycometabolism was evaluated by analyzing the correlations between GPR30 and 18 F-FDG PET-CT values (standardized uptake values, SUVs). Positive correlations between GPR30 and SUVs were found in female patients, but not in male patients. Intriguingly, GPR30 expression and SUVs were significantly decreased in the epileptogenic tubers of female TSC patients, and ROC curves indicated that SUVs could predict the localization of epileptogenic tubers. Taken together, our results suggest a potential protective effect of GPR30 in the epileptogenesis of female patients with FCDIIb and TSC.


Assuntos
Epilepsia/diagnóstico por imagem , Epilepsia/metabolismo , Malformações do Desenvolvimento Cortical do Grupo I/diagnóstico por imagem , Malformações do Desenvolvimento Cortical do Grupo I/metabolismo , Receptores de Estrogênio/biossíntese , Receptores Acoplados a Proteínas G/biossíntese , Esclerose Tuberosa/diagnóstico por imagem , Esclerose Tuberosa/metabolismo , Adolescente , Adulto , Animais , Encéfalo/diagnóstico por imagem , Encéfalo/metabolismo , Encéfalo/patologia , Criança , Pré-Escolar , Regulação para Baixo , Epilepsia/patologia , Feminino , Fluordesoxiglucose F18 , Humanos , Masculino , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Camundongos , Camundongos Endogâmicos C57BL , Neurônios/metabolismo , Neurônios/patologia , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada , Compostos Radiofarmacêuticos , Convulsões/etiologia , Caracteres Sexuais , Esclerose Tuberosa/patologia , Adulto Jovem
10.
J Neuroimaging ; 31(1): 20-34, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-33314527

RESUMO

Epilepsy is among one of the most common neurologic disorders. The role of magnetic resonance imaging (MRI) in the diagnosis and management of patients with epilepsy is well established, and most patients with epilepsy are likely to undergo at least one or more MRI examinations in the course of their disease. Recent advances in high-field MRI have enabled high resolution in vivo visualization of small and intricate anatomic structures that are of great importance in the assessment of seizure disorders. Familiarity with normal anatomic variations is essential in the accurate diagnosis and image interpretation, as these variations may be mistaken for epileptogenic foci, leading to unnecessary follow-up imaging, or worse, unnecessary treatment. After a brief overview of normal imaging anatomy of the mesial temporal lobe, this article will review a few important common and uncommon anatomic variations, mimics, and pitfalls that may be encountered in the imaging evaluation of patients with epilepsy.


Assuntos
Epilepsia/diagnóstico por imagem , Hipocampo/diagnóstico por imagem , Malformações do Desenvolvimento Cortical do Grupo I/diagnóstico por imagem , Lobo Temporal/diagnóstico por imagem , Epilepsia/patologia , Hipocampo/patologia , Humanos , Imageamento por Ressonância Magnética , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Lobo Temporal/patologia
11.
Arch Pharm Res ; 43(9): 877-889, 2020 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-32761309

RESUMO

Stem cells are characterized by self-renewal and by their ability to differentiate into cells of various organs. With massive progress in 2D and 3D cell culture techniques, in vitro generation of various types of such organoids from patient-derived stem cells is now possible. As in vitro differentiation protocols are usually made to resemble human developmental processes, organogenesis of patient-derived stem cells can provide key information regarding a range of developmental diseases. Human stem cell-based in vitro modeling as opposed to using animal models can particularly benefit the evaluation of neurological diseases because of significant differences in structure and developmental processes between the human and the animal brain. This review focuses on stem cell-based in vitro modeling of neurodevelopmental disorders, more specifically, the fundamentals and technical advancements in monolayer neuron and brain organoid cultures. Furthermore, we discuss the drawbacks of the conventional culture method and explore the advanced, cutting edge 3D organoid models for several neurodevelopmental diseases, including genetic diseases such as Down syndrome, Rett syndrome, and Miller-Dieker syndrome, as well as brain malformations like macrocephaly and microcephaly. Finally, we discuss the limitations of the current organoid techniques and some potential solutions that pave the way for accurate modeling of neurological disorders in a dish.


Assuntos
Encéfalo/citologia , Técnicas de Cultura de Células/métodos , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Transtornos do Neurodesenvolvimento/patologia , Neurônios/fisiologia , Animais , Encéfalo/patologia , Diferenciação Celular/fisiologia , Modelos Animais de Doenças , Humanos , Células-Tronco Pluripotentes Induzidas/fisiologia , Malformações do Desenvolvimento Cortical do Grupo I/genética , Camundongos , Transtornos do Neurodesenvolvimento/genética , Neurogênese/genética , Neurônios/patologia , Neurônios/transplante , Organoides/patologia , Organoides/fisiologia , Quimeras de Transplante
12.
Ann Diagn Pathol ; 46: 151523, 2020 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-32325422

RESUMO

BACKGROUND: Focal cortical dysplasia (FCD) is a localized cortical malformation and considerable morphological overlap exists between FCD IIB and neurological lesions associated with Tuberous sclerosis complex (TSC). Abnormal mTOR pathway secondary to somatic mTOR mutation and TSC gene mutation linked to PI3K/AKT/mTOR pathway have supported the hypothesis of common pathogenesis involved. Role of converging pathway, viz. Wnt/ß-Catenin and mTOR is unknown in FCD. We aimed to analyse FCD IIB for TSC1/TSC2 mutations, immunoreactivity of hamartin, tuberin, mTOR and Wnt signalling cascades, and stem cell markers. MATERIALS AND METHODS: Sixteen FCD IIB cases were retrieved along with 16 FCD IIA cases for comparison. Immunohistochemistry was performed for tuberin, hamartin, mTOR pathway markers, markers of stem cell phenotype, and Wnt pathway markers. Mutation analysis for TSC1 and TSC2 was performed by sequencing in 9 FCD cases. RESULTS: All FCD cases showed preserved hamartin and tuberin immunoreactivity. Aberrant immunoreactivity of phospho-P70S6 kinase, S6 ribosomal, phospho-S6 ribosomal and Stat3 was noted in FCD IIB, with variable phospho-4E-BP1 (45%) and absent phospho-Stat3 expression. Immunoreactivity for phospho-P70S6 kinase (100%), S6 ribosomal protein (100%) and Stat3 (100%) was noted in FCD IIA, but not for phospho-S6 ribosomal, phospho-4E-BP1 and phospho-Stat3. c-Myc immunoreactivity was noted in all FCD cases. Nestin (81%) and Sox 2 (88%) stained balloon cells in FCD IIB (44%), while in FCD IIA cases were negative. All FCD cases were immunopositive for Wnt, but were negative for ß-Catenin and cyclin-D1. TSC mutations were detected in two cases of FCD IIB. CONCLUSION: Abnormal mTOR pathway activation exists in FCD IIB and IIA, however, shows differential immunoreactivity profile, indicating varying degrees of dysregulation. Labelling of neuronal stem cell markers in balloon cells suggests they are phenotypically immature. TSC1/2 mutation play role in the pathogenesis of FCD. Deep targeted sequencing is preferred diagnostic technique since conventional sanger sequencing often fails to detect low-allele frequency variants involved in mTOR/TSC pathway genes, commonly found in FCD.


Assuntos
Epilepsia/metabolismo , Epilepsia/patologia , Malformações do Desenvolvimento Cortical do Grupo I/metabolismo , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Transdução de Sinais/fisiologia , Serina-Treonina Quinases TOR/metabolismo , Adolescente , Adulto , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Masculino , Adulto Jovem
13.
Epilepsia ; 61(3): 421-432, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-32080846

RESUMO

OBJECTIVE: The microscopic review of hematoxylin-eosin-stained images of focal cortical dysplasia type IIb and cortical tuber of tuberous sclerosis complex remains challenging. Both entities are distinct subtypes of human malformations of cortical development that share histopathological features consisting of neuronal dyslamination with dysmorphic neurons and balloon cells. We trained a convolutional neural network (CNN) to classify both entities and visualize the results. Additionally, we propose a new Web-based deep learning application as proof of concept of how deep learning could enter the pathologic routine. METHODS: A digital processing pipeline was developed for a series of 56 cases of focal cortical dysplasia type IIb and cortical tuber of tuberous sclerosis complex to obtain 4000 regions of interest and 200 000 subsamples with different zoom and rotation angles to train a neural network. Guided gradient-weighted class activation maps (Guided Grad-CAMs) were generated to visualize morphological features used by the CNN to distinguish both entities. RESULTS: Our best-performing network achieved 91% accuracy and 0.88 area under the receiver operating characteristic curve at the tile level for an unseen test set. Novel histopathologic patterns were found through the visualized Guided Grad-CAMs. These patterns were assembled into a classification score to augment decision-making in routine histopathology workup. This score was successfully validated by 11 expert neuropathologists and 12 nonexperts, boosting nonexperts to expert level performance. SIGNIFICANCE: Our newly developed Web application combines the visualization of whole slide images with the possibility of deep learning-aided classification between focal cortical dysplasia IIb and tuberous sclerosis complex. This approach will help to introduce deep learning applications and visualization for the histopathologic diagnosis of rare and difficult-to-classify brain lesions.


Assuntos
Córtex Cerebral/patologia , Aprendizado Profundo , Epilepsia/patologia , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Neurônios/patologia , Esclerose Tuberosa/patologia , Algoritmos , Área Sob a Curva , Diagnóstico por Computador , Epilepsia/diagnóstico , Humanos , Internet , Malformações do Desenvolvimento Cortical do Grupo I/diagnóstico , Redes Neurais de Computação , Neuropatologia , Estudo de Prova de Conceito , Curva ROC , Reprodutibilidade dos Testes , Esclerose Tuberosa/diagnóstico
14.
Epilepsia ; 61(3): 433-444, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-32065673

RESUMO

OBJECTIVE: Focal cortical dysplasia (FCD) lesion detection and subtyping remain challenging on conventional MRI. New diffusion models such as the spherical mean technique (SMT) and neurite orientation dispersion and density imaging (NODDI) provide measurements that potentially produce more specific maps of abnormal tissue microstructure. This study aims to assess the SMT and NODDI maps for computational and radiological lesion characterization compared to standard fractional anisotropy (FA) and mean diffusivity (MD). METHODS: SMT, NODDI, FA, and MD maps were calculated for 33 pediatric patients with suspected FCD (18 histologically confirmed). Two neuroradiologists scored lesion visibility on clinical images and diffusion maps. Signal profile changes within lesions and homologous regions were quantified using a surface-based approach. Diffusion parameter changes at multiple cortical depths were statistically compared between FCD type IIa and type IIb. RESULTS: Compared to fluid-attenuated inversion recovery (FLAIR) or T1-weighted imaging, lesions conspicuity on NODDI intracellular volume fraction (ICVF) maps was better/equal/worse in 5/14/14 patients, respectively, while on SMT intra-neurite volume fraction (INVF) in 3/3/27. Compared to FA or MD, lesion conspicuity on the ICVF was better/equal/worse in 27/4/2, while on the INVF in 20/7/6. Quantitative signal profiling demonstrated significant ICVF and INVF reductions in the lesions, whereas SMT microscopic mean, radial, and axial diffusivities were significantly increased. FCD type IIb exhibited greater changes than FCD type IIa. No changes were detected on FA or MD profiles. SIGNIFICANCE: FCD lesion-specific signal changes were found in ICVF and INVF but not in FA and MD maps. ICVF and INVF showed greater contrast than FLAIR in some cases and had consistent signal changes specific to FCD, suggesting that they could improve current presurgical pediatric epilepsy imaging protocols and can provide features useful for automated lesion detection.


Assuntos
Imagem de Difusão por Ressonância Magnética/métodos , Epilepsia/diagnóstico por imagem , Espaço Extracelular/diagnóstico por imagem , Espaço Intracelular/diagnóstico por imagem , Malformações do Desenvolvimento Cortical do Grupo I/diagnóstico por imagem , Adolescente , Anisotropia , Criança , Pré-Escolar , Imagem de Tensor de Difusão , Epilepsia/patologia , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Imageamento por Ressonância Magnética , Masculino , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Neuritos/patologia , Adulto Jovem
15.
Epilepsia ; 61(1): 171-184, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31872870

RESUMO

OBJECTIVES: Focal cortical dysplasias (FCDs) are local malformations of the human neocortex and a leading cause of medically intractable epilepsy. FCDs are characterized by local architectural disturbances of the neocortex and often by a blurred gray-white matter boundary indicating abnormal white matter myelination. We have recently shown that myelination is also compromised in the gray matter of dysplastic areas, since transcripts encoding factors for oligodendrocyte differentiation and myelination are downregulated and myelin fibers appear fractured and disorganized. METHODS: Here, we characterized the gray matter-associated myelination pathology in detail by in situ hybridization, immunohistochemistry, and electron microscopy with markers for myelin, mature oligodendrocytes, and oligodendrocyte precursor cells in tissue sections of FCD IIa and control cortices. In addition, we isolated oligodendrocyte precursor cells from resected dysplastic tissue and performed proliferation assays. RESULTS: We show that the proportion of myelinated gray matter is similar in the dysplastic cortex to that in controls and myelinated fibers extend up to layer III. On the ultrastructural level, however, we found that the myelin sheaths of layer V axons are thinner in dysplastic specimens than in controls. In addition, the density of oligodendrocyte precursor cells and of mature oligodendrocytes was reduced. Finally, we show for the first time that oligodendrocyte precursor cells isolated from resected dysplastic cortex have a reduced proliferation capacity in comparison to controls. SIGNIFICANCE: These results indicate that proliferation and differentiation of oligodendrocyte precursor cells and the formation of myelin sheaths are compromised in FCD and might contribute to the epileptogenicity of this cortical malformation.


Assuntos
Epilepsia/patologia , Substância Cinzenta/patologia , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Bainha de Mielina/patologia , Neocórtex/patologia , Oligodendroglia/patologia , Adolescente , Adulto , Linhagem da Célula , Proliferação de Células/fisiologia , Epilepsia/metabolismo , Feminino , Substância Cinzenta/ultraestrutura , Humanos , Masculino , Malformações do Desenvolvimento Cortical do Grupo I/metabolismo , Bainha de Mielina/ultraestrutura , Neocórtex/metabolismo , Neocórtex/ultraestrutura , Oligodendroglia/metabolismo
16.
Int J Dev Neurosci ; 79: 96-104, 2019 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-31770571

RESUMO

Recent studies suggested a possible association between malformations of cortical development and microvascular density. In this study we aimed to further elucidate the relation between microvascular density and cortical developmental abnormalities in a cohort of 97 patients with epilepsy and histologically proven mild malformation of cortical development (mMCD), focal cortical dysplasia (FCD) or tuberous sclerosis complex (TSC). Surgical tissue samples were analyzed with quantitative measures of vessel density, T-cell response, microglial activation and myelin content. Subsequently, the results were compared to an age- and localization matched control group. We observed an increase in microvasculature in white matter of TSC cortical tubers, which is linked to inflammatory response. No increase was seen in mMCD or FCD subtypes compared to controls. In mMCD/FCD and tubers, lesional cortex and white matter showed increased vascular density compared to perilesional tissues. Moreover, cortical vessel density increased with longer epilepsy duration and older age at surgery while in controls it decreased with age. Our findings suggest for that the increase in white matter vascular density might be pathology-specific rather than a consequence of ongoing epileptic activity. Increased cortical vessel density with age and with longer epilepsy duration in mMCD/FCD's and tubers, however, could be a consequence of seizures.


Assuntos
Córtex Cerebral/patologia , Epilepsia/patologia , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Malformações do Desenvolvimento Cortical/patologia , Microvasos/patologia , Esclerose Tuberosa/patologia , Adolescente , Adulto , Córtex Cerebral/cirurgia , Criança , Pré-Escolar , Epilepsia/cirurgia , Feminino , Humanos , Lactente , Masculino , Malformações do Desenvolvimento Cortical/cirurgia , Malformações do Desenvolvimento Cortical do Grupo I/cirurgia , Pessoa de Meia-Idade , Esclerose Tuberosa/cirurgia , Adulto Jovem
17.
Epileptic Disord ; 21(5): 471-474, 2019 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-31617492

RESUMO

Focal cortical dysplasia (FCD) type II and hemimegalencephaly (HME) are currently considered as a continuum of pathology, the most important distinction being the extent or the size/volume of the lesion. While partial HME involving the posterior cortex has been well described, we present an unusual case with a dysplastic lesion of the whole frontal lobe. A 17-year-old boy had focal seizures from the age of nine years. Apart from diminished right-hand dexterity, his neurological and cognitive status were unremarkable. The course of his epilepsy exhibited a relapsing-remitting pattern, with prolonged periods of remission. Imaging showed dysplastic left frontal lobe (including paracentral lobule) thickened cortex with an abnormal gyration pattern resembling polymicrogyria, as well as dystrophic calcifications and hypodensity scattered throughout the white matter. This patient represents an intermediate case within the FCD type II/HME spectrum. Localization of the lesion in the frontal lobe as well as clinical characteristics (childhood onset, relapsing-remitting epilepsy, without hemiparesis and overt cognitive impairment) are more consistent with FCD type II, while a range of MRI features is shared between HME and FCD type II.


Assuntos
Epilepsia/patologia , Lobo Frontal/patologia , Hemimegalencefalia/patologia , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Malformações do Desenvolvimento Cortical/patologia , Adolescente , Córtex Cerebral/patologia , Eletroencefalografia/métodos , Epilepsia/diagnóstico , Hemimegalencefalia/diagnóstico , Hemimegalencefalia/fisiopatologia , Humanos , Imageamento por Ressonância Magnética/métodos , Masculino , Malformações do Desenvolvimento Cortical/diagnóstico , Malformações do Desenvolvimento Cortical/fisiopatologia , Malformações do Desenvolvimento Cortical do Grupo I/diagnóstico
18.
Epilepsy Res ; 157: 106189, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31472401

RESUMO

PURPOSE: Type IIB focal cortical dysplasia (FCD) is an important cause of drug-resistant epilepsy. However, balloon cells located in the medial temporal lobe have been seldom reported. We aimed to discuss the clinical and pathological features of Type IIB FCD with balloon cells in the medial temporal lobe (MTLE-FCDIIB) and the differential diagnosis with other types of mesial temporal lobe epilepsy. METHODS: Three MTLE-FCDIIB cases were enrolled from Peking Union Medical College Hospital. Clinical and neuroimaging data were analyzed and histology features observed on hematoxylin-eosin (H&E) staining and immunochemical staining, including vimentin, nestin, S-100, CD34, neuronal nuclei antigen (Neun), glial fibrillary acidic protein (GFAP), neurofilament heavy chain (SMI32), were discussed. RESULTS: All cases involved drug-resistant epilepsy patients with childhood onset. The semiology of the epileptic seizure was a highly frequent partial seizure with or without generalized tonic-clonic seizures. Magnetic resonance imaging showed hyper-intensity in the medial temporal lobe without atrophy, different from mesial temporal sclerosis. Histological examination indicated the presence of balloon cells in the white matter of the para-hippocampal gyrus, subiculum, and cornu ammonis with cortical disorganization, and SMI32 positive dysmorphic neurons in the gray matter. Balloon cells were immunohistochemically stained with vimentin and nestin. Granular cell dispersion and pyramidal cell loss were not found. CONCLUSIONS: The presence of balloon cells in the medial temporal lobe is observed in a rare subgroup of FCD, named MTLE-FCDIIB. It has distinct clinical manifestations, neuroimaging features, pathological changes, and prognosis, which should be differentiated from mesial temporal lobe sclerosis and mesial temporal lobe tumors. Our findings enable more accurate diagnosis of mesial temporal lobe epilepsy.


Assuntos
Epilepsia do Lobo Temporal/patologia , Epilepsia/patologia , Hipocampo/patologia , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Giro Para-Hipocampal/patologia , Adolescente , Adulto , Antígenos Nucleares/metabolismo , Epilepsia/diagnóstico por imagem , Epilepsia/metabolismo , Epilepsia do Lobo Temporal/diagnóstico por imagem , Epilepsia do Lobo Temporal/metabolismo , Feminino , Proteína Glial Fibrilar Ácida/metabolismo , Hipocampo/diagnóstico por imagem , Hipocampo/metabolismo , Humanos , Imageamento por Ressonância Magnética , Malformações do Desenvolvimento Cortical do Grupo I/diagnóstico por imagem , Malformações do Desenvolvimento Cortical do Grupo I/metabolismo , Proteínas do Tecido Nervoso/metabolismo , Nestina/metabolismo , Neuroimagem , Neurônios/metabolismo , Neurônios/patologia , Giro Para-Hipocampal/diagnóstico por imagem , Giro Para-Hipocampal/metabolismo , Tomografia Computadorizada por Raios X , Vimentina/metabolismo
19.
Exp Mol Med ; 51(7): 1-11, 2019 07 23.
Artigo em Inglês | MEDLINE | ID: mdl-31337748

RESUMO

Focal cortical dysplasia type II (FCDII) is a cerebral cortex malformation characterized by local cortical structure disorganization, neuronal dysmorphology, and refractory epilepsy. Brain somatic mutations in several genes involved in the PI3K/AKT/mTOR pathway are associated with FCDII, but they are only found in a proportion of patients with FCDII. The genetic causes underlying the development FCDII in other patients remain unclear. Here, we carried out whole exome sequencing and targeted sequencing in paired brain-blood DNA from patients with FCDII and identified a brain somatic doublet mutation c.(A104T, C105A) in the Ras homolog, mTORC1 binding (RHEB) gene, which led to the RHEB p.Y35L mutation in one patient with FCDII. This RHEB mutation carrier had a dramatic increase of ribosomal protein S6 phosphorylation, indicating mTOR activation in the region of the brain lesion. The RHEB p.Y35L mutant protein had increased GTPλS-binding activity compared with wild-type RHEB. Overexpression of the RHEB p.Y35L variant in cultured cells also resulted in elevated S6 phosphorylation compared to wild-type RHEB. Importantly, in utero electroporation of the RHEB p.Y35L variant in mice induced S6 phosphorylation, cytomegalic neurons, dysregulated neuron migration, abnormal electroencephalogram, and seizures, all of which are found in patients with FCDII. Rapamycin treatment rescued abnormal electroencephalograms and alleviated seizures in these mice. These results demonstrate that brain somatic mutations in RHEB are also responsible for the pathogenesis of FCDII, indicating that aberrant activation of mTOR signaling is a primary driver and potential drug target for FCDII.


Assuntos
Epilepsia/genética , Malformações do Desenvolvimento Cortical do Grupo I/genética , Fosfatidilinositol 3-Quinases/genética , Proteína Enriquecida em Homólogo de Ras do Encéfalo/genética , Transdução de Sinais , Serina-Treonina Quinases TOR/genética , Sequência de Aminoácidos , Substituição de Aminoácidos , Animais , Encéfalo/diagnóstico por imagem , Encéfalo/patologia , Epilepsia/diagnóstico por imagem , Epilepsia/patologia , Feminino , Humanos , Masculino , Malformações do Desenvolvimento Cortical do Grupo I/diagnóstico por imagem , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Camundongos , Mutação , Fosfatidilinositol 3-Quinases/metabolismo , Fosforilação , Proteína Enriquecida em Homólogo de Ras do Encéfalo/metabolismo , Alinhamento de Sequência , Serina-Treonina Quinases TOR/metabolismo , Sequenciamento do Exoma
20.
AJNR Am J Neuroradiol ; 40(6): 1060-1066, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-31097427

RESUMO

BACKGROUND AND PURPOSE: The transmantle sign is a characteristic MR imaging finding often seen in focal cortical dysplasia type IIb. The transmantle sign is typically hyperintense on T2WI and FLAIR and hypointense on T1WI. However, in some cases, it shows T1 high signal. We evaluated the imaging and pathologic findings to identify the causes of the T1 high signal in the transmantle sign. MATERIALS AND METHODS: We retrospectively reviewed the preoperative imaging data of 141 consecutive patients with histologically proved focal cortical dysplasia. We selected 25 patients with focal cortical dysplasia with the transmantle sign and divided them into groups based on the pathologic focal cortical dysplasia subtype and T1 signal of the transmantle sign. We evaluated the clinical, radiologic, and pathologic findings, including the number of balloon cells and dysmorphic neurons and the severity of gliosis or calcifications and compared them among the groups. RESULTS: Nine of the 25 patients had a T1-high-signal transmantle sign; the other 16 patients did not. All 9 patients with a T1-high-signal transmantle sign were diagnosed as type IIb (group A). Of the 16 patients with no T1-high-signal transmantle sign, 13 were diagnosed as having type IIb (group B), and the other 3 patients, as type IIa (group C). The number of balloon cells was significantly higher in group A than in the other groups, but there were no differences regarding dysmorphic neurons, the severity of gliosis, or calcifications. CONCLUSIONS: Approximately 6% (9/141) of this patient series had a T1-high-signal transmantle sign, and all were type IIb. The signal may reflect a rich density of balloon cells. This finding could support the differentiation of subtypes, especially type IIb.


Assuntos
Epilepsia/diagnóstico por imagem , Epilepsia/patologia , Imageamento por Ressonância Magnética/métodos , Malformações do Desenvolvimento Cortical do Grupo I/diagnóstico por imagem , Malformações do Desenvolvimento Cortical do Grupo I/patologia , Neuroimagem/métodos , Adolescente , Adulto , Criança , Pré-Escolar , Feminino , Humanos , Interpretação de Imagem Assistida por Computador/métodos , Masculino , Estudos Retrospectivos , Adulto Jovem
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