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He G, Tan H, Li S, Zhang L, Li Q, Li H, Guo Y, Guo Q. Polymorphic low-grade neuroepithelial tumors of the young: disease characteristics and treatment decisions from the epilepsy surgery perspective. Front Neurol 2024; 15:1454056. [PMID: 39634774 PMCID: PMC11615081 DOI: 10.3389/fneur.2024.1454056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Accepted: 10/28/2024] [Indexed: 12/07/2024] Open
Abstract
Background The Polymorphic Low-Grade Neuroepithelial Tumor of the Young (PLNTY) is a rare, epilepsy-associated brain tumor that has been increasingly recognized but is not well understood due to the scarcity of clinical reports. Our study reviews the clinical characteristics and treatment outcomes of 14 patients with PLNTY to enhance the understanding of this condition from an epilepsy surgery perspective. Methods We performed a retrospective analysis of 14 PLNTY cases at our hospital. A literature review on prior studies was also conducted. Results Our study included 8 males and 6 females, all presenting with epilepsy. Despite anti-seizure medication, 92.3% of patients continued to have seizures, with 58.3% diagnosed as having drug-resistant epilepsy. Neuroimaging revealed that 64.3% of the lesions were in the temporal lobe, with 75.0% showing calcification on CT, 71.4% exhibiting mixed signals on T2-weighted images, and 92.7% showing tumor enhancement. The transmantle sign was noted in 57.1% of T2 FLAIR sequences. EEGs indicated abnormal activity in 69.2% of patients, with 30.7% showing bilateral discharges. SEEG in two patients confirmed the tumor's epileptogenicity. A 78.6% total resection rate was achieved, with a 90.0% postoperative seizure-free rate and an 85.7% excellent Engel grade 1 rate. No instances co-occurring with focal cortical dysplasia (FCD) were observed. Conclusion PLNTY is characterized by unique neuroimaging features and a strong association with epilepsy. SEEG is pivotal for cases with unclear lateralization, aiding in identifying the link between the tumor and seizures. Following established epilepsy surgery protocols for brain tumor management, early intervention and extended resection can improve the rate of postoperative seizure freedom.
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Affiliation(s)
- Guilu He
- Department of Neurosurgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- Department of Neurosurgery, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Hongping Tan
- Department of Neurosurgery, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Shaochun Li
- Department of Neurosurgery, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Limin Zhang
- Department of Neurosurgery, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Qiao Li
- Department of Neurosurgery, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Hainan Li
- Department of Pathology, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Yanwu Guo
- Department of Neurosurgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Qiang Guo
- Department of Neurosurgery, Guangdong Sanjiu Brain Hospital, Guangzhou, China
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Biswas A, Rao HR, Wagner MW. Pediatric-type diffuse low-grade gliomas. Childs Nerv Syst 2024; 40:3003-3006. [PMID: 38926169 DOI: 10.1007/s00381-024-06500-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 06/10/2024] [Indexed: 06/28/2024]
Abstract
The World Health Organization's 5th edition classification of Central Nervous System (CNS) tumors differentiates diffuse gliomas into adult and pediatric variants. Pediatric-type diffuse low-grade gliomas (pDLGGs) are distinct from adult gliomas in their molecular characteristics, biological behavior, clinical progression, and prognosis. Various molecular alterations identified in pDLGGs are crucial for treatment. There are four distinct entities of pDLGGs. All four of these tumor subtypes exhibit diffuse growth and share overlapping histopathological and imaging characteristics. Molecular analysis is essential for differentiating these lesions.
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Affiliation(s)
- Asthik Biswas
- Department of Radiology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK.
| | - Harini R Rao
- Department of Pediatric Oncology, University College London Hospitals NHS Foundation Trust, London, UK
| | - Matthias W Wagner
- Department of Diagnostic and Interventional Neuroradiology, University Hospital Augsburg, Augsburg, Germany
- Division of Neuroradiology, The Hospital for Sick Children, Toronto, Canada
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3
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Rao S, Goyal A, Johnson A, Sadashiva N, Kulanthaivelu K, Vazhayil V, Santosh V. MAPK pathway alterations in polymorphous low-grade neuroepithelial tumor of the young: diagnostic considerations. Brain Tumor Pathol 2024; 41:109-116. [PMID: 39154303 DOI: 10.1007/s10014-024-00487-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 08/05/2024] [Indexed: 08/19/2024]
Abstract
Polymorphous low-grade neuroepithelial tumor of the young (PLNTY) is a recently recognised tumor type with indolent behaviour with characteristic imaging and histomolecular features. We describe the clinical, imaging, histo-molecular features of 15 cases diagnosed as low-grade glioma suggestive of PLNTY, over a period of 3 years. Immunohistochemistry (IHC) and fluorescence in situ hybridisation were used to assess molecular alterations. The tumors were seen predominantly in children (range 5-65 years). Most of the patients presented with history of seizures. Imaging revealed cortical-subcortical well demarcated solid-cystic tumor with intratumoral calcification. Histopathology revealed a low-grade tumor with oligodendroglia-Iike cells admixed with astrocytic cells immunopositive for CD34. BRAF p.V600E mutations and FGFR2 breakapart were observed in six cases each, while three showed FGFR3 breakapart. FGFR2 breakapart positive PLNTY were seen in children exclusively. The majority of cases were seizure free post-surgery, except two patients who succumbed to the illness. PLNTY, needs to be considered as a prime differential diagnosis in a solid-cystic tumor in a young patient with history of seizures. Characteristic clinical features, radiology, histomorphology with an IHC panel of OLIG2, GFAP and CD34 correlates with one of the MAPK alterations in PLNTY (BRAF p.V600E, FGFR2/3 gene rearrangement). In a resource limited setting, this limited panel may be sufficient for a correlative diagnosis.
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MESH Headings
- Humans
- Neoplasms, Neuroepithelial/pathology
- Neoplasms, Neuroepithelial/genetics
- Neoplasms, Neuroepithelial/diagnosis
- Neoplasms, Neuroepithelial/diagnostic imaging
- Child
- Female
- Male
- Adolescent
- Child, Preschool
- Brain Neoplasms/pathology
- Brain Neoplasms/genetics
- Brain Neoplasms/diagnosis
- Brain Neoplasms/diagnostic imaging
- Adult
- Proto-Oncogene Proteins B-raf/genetics
- Middle Aged
- Mutation
- Young Adult
- Receptor, Fibroblast Growth Factor, Type 2/genetics
- MAP Kinase Signaling System
- Receptor, Fibroblast Growth Factor, Type 3/genetics
- Aged
- In Situ Hybridization, Fluorescence
- Immunohistochemistry
- Antigens, CD34/analysis
- Diagnosis, Differential
- Glioma/pathology
- Glioma/diagnosis
- Glioma/genetics
- Glioma/diagnostic imaging
- Oligodendrocyte Transcription Factor 2/genetics
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Affiliation(s)
- Shilpa Rao
- Department of Neuropathology, National Institute of Mental Health and Neurosciences, Bangalore, India
| | - Aditi Goyal
- Department of Neuropathology, National Institute of Mental Health and Neurosciences, Bangalore, India
| | - Allen Johnson
- Department of Neuroimaging and Intervention Radiology, National Institute of Mental Health and Neurosciences, Bangalore, India
| | - Nishanth Sadashiva
- Department of Neurosurgery, National Institute of Mental Health and Neurosciences, Bangalore, India
| | - Karthik Kulanthaivelu
- Department of Neuroimaging and Intervention Radiology, National Institute of Mental Health and Neurosciences, Bangalore, India
| | - Vikas Vazhayil
- Department of Neurosurgery, National Institute of Mental Health and Neurosciences, Bangalore, India
| | - Vani Santosh
- Department of Neuropathology, National Institute of Mental Health and Neurosciences, Bangalore, India.
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Pacchiano F, Tortora M, Doneda C, Izzo G, Arrigoni F, Ugga L, Cuocolo R, Parazzini C, Righini A, Brunetti A. Radiomics and artificial intelligence applications in pediatric brain tumors. World J Pediatr 2024; 20:747-763. [PMID: 38935233 PMCID: PMC11402857 DOI: 10.1007/s12519-024-00823-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 05/29/2024] [Indexed: 06/28/2024]
Abstract
BACKGROUND The study of central nervous system (CNS) tumors is particularly relevant in the pediatric population because of their relatively high frequency in this demographic and the significant impact on disease- and treatment-related morbidity and mortality. While both morphological and non-morphological magnetic resonance imaging techniques can give important information concerning tumor characterization, grading, and patient prognosis, increasing evidence in recent years has highlighted the need for personalized treatment and the development of quantitative imaging parameters that can predict the nature of the lesion and its possible evolution. For this purpose, radiomics and the use of artificial intelligence software, aimed at obtaining valuable data from images beyond mere visual observation, are gaining increasing importance. This brief review illustrates the current state of the art of this new imaging approach and its contributions to understanding CNS tumors in children. DATA SOURCES We searched the PubMed, Scopus, and Web of Science databases using the following key search terms: ("radiomics" AND/OR "artificial intelligence") AND ("pediatric AND brain tumors"). Basic and clinical research literature related to the above key research terms, i.e., studies assessing the key factors, challenges, or problems of using radiomics and artificial intelligence in pediatric brain tumors management, was collected. RESULTS A total of 63 articles were included. The included ones were published between 2008 and 2024. Central nervous tumors are crucial in pediatrics due to their high frequency and impact on disease and treatment. MRI serves as the cornerstone of neuroimaging, providing cellular, vascular, and functional information in addition to morphological features for brain malignancies. Radiomics can provide a quantitative approach to medical imaging analysis, aimed at increasing the information obtainable from the pixels/voxel grey-level values and their interrelationships. The "radiomic workflow" involves a series of iterative steps for reproducible and consistent extraction of imaging data. These steps include image acquisition for tumor segmentation, feature extraction, and feature selection. Finally, the selected features, via training predictive model (CNN), are used to test the final model. CONCLUSIONS In the field of personalized medicine, the application of radiomics and artificial intelligence (AI) algorithms brings up new and significant possibilities. Neuroimaging yields enormous amounts of data that are significantly more than what can be gained from visual studies that radiologists can undertake on their own. Thus, new partnerships with other specialized experts, such as big data analysts and AI specialists, are desperately needed. We believe that radiomics and AI algorithms have the potential to move beyond their restricted use in research to clinical applications in the diagnosis, treatment, and follow-up of pediatric patients with brain tumors, despite the limitations set out.
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Affiliation(s)
- Francesco Pacchiano
- Department of Precision Medicine, University of Campania "L. Vanvitelli", Caserta, Italy
| | - Mario Tortora
- Department of Advanced Biomedical Sciences, University of Naples "Federico II", Via Pansini 5, 80131, Naples, Italy.
- Department of Head and Neck, Neuroradiology Unit, AORN Moscati, Avellino, Italy.
| | - Chiara Doneda
- Department of Pediatric Radiology and Neuroradiology, V. Buzzi Children's Hospital, Milan, Italy
| | - Giana Izzo
- Department of Pediatric Radiology and Neuroradiology, V. Buzzi Children's Hospital, Milan, Italy
| | - Filippo Arrigoni
- Department of Pediatric Radiology and Neuroradiology, V. Buzzi Children's Hospital, Milan, Italy
| | - Lorenzo Ugga
- Department of Advanced Biomedical Sciences, University of Naples "Federico II", Via Pansini 5, 80131, Naples, Italy
| | - Renato Cuocolo
- Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Italy
| | - Cecilia Parazzini
- Department of Pediatric Radiology and Neuroradiology, V. Buzzi Children's Hospital, Milan, Italy
| | - Andrea Righini
- Department of Pediatric Radiology and Neuroradiology, V. Buzzi Children's Hospital, Milan, Italy
| | - Arturo Brunetti
- Department of Advanced Biomedical Sciences, University of Naples "Federico II", Via Pansini 5, 80131, Naples, Italy
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Baumgartner ME, Lang SS, Tucker AM, Madsen PJ, Storm PB, Kennedy BC. Systematic review and cumulative analysis of clinical properties of BRAF V600E mutations in PLNTY histological samples. Childs Nerv Syst 2024; 40:1361-1366. [PMID: 38150037 DOI: 10.1007/s00381-023-06256-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 12/15/2023] [Indexed: 12/28/2023]
Abstract
PURPOSE Polymorphous low-grade neuroepithelial tumors of the young (PLNTY) represent a rare pediatric-type tumor that most commonly presents as medically refractory epilepsy. PLNTY has only recently been recognized as a distinct clinical entity, having been first described in 2016 and added to the World Health Organization classification of CNS tumors in 2021. Molecular studies have determined that PLNTY is uniformly driven by aberrant MAPK pathway activation, with most tumors carrying either a BRAF V600E mutation or activating FGFR2 or FGFR3 fusion protein. Although it is known that these driver mutations are mutually exclusive, little is known about differences in clinical presentation or treatment outcomes between PLNTY cases driven by these distinct mutations. METHODS We performed a systematic review and cumulative analysis of PLNTY cases to assess whether or not PLNTY tumors carrying the BRAF V600E mutation exhibit different clinical behaviors. By searching the literature for all cases of PLNTY wherein BRAF V600E status was characterized, we compiled a dataset of 62 unique patient instances. Using a logistic regression-based approach, we assessed a primary outcome of what factors of a clinical presentation were associated with BRAF V600E mutations and a secondary outcome of what factors predicted total seizure freedom post-surgical resection. RESULTS PLNTY cases carrying BRAF V600E mutations in the literature were strongly positively associated with adult patients (p = 0.0055, OR = 6.556; 95% Conf. Int. = 1.737-24.742). BRAF V600E status was also positively associated with tumor involvement of the temporal lobe (p = 0.0046, OR = 11.036; 95% Conf. Int. = 2.100-58.006). Male sex was also positively associated with BRAF V600E status, but the result did not quite achieve statistical significance (p = 0.0731). BRAF V600E status was not found to be associated with post-operative seizure freedom. CONCLUSIONS These findings indicate that BRAF V600E-positive PLNTY exhibit characteristic clinical presentations but are not necessarily different in treatment responsiveness. Non-BRAF V600E tumors are more commonly associated with young patients.
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Affiliation(s)
| | - Shih-Shan Lang
- Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA
- Division of Neurosurgery, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Alexander M Tucker
- Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA
- Division of Neurosurgery, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Peter J Madsen
- Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA
- Division of Neurosurgery, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Phillip B Storm
- Division of Neurosurgery, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Division of Neurosurgery, Center for Data Driven Discovery in Biomedicine, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Benjamin C Kennedy
- Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA
- Division of Neurosurgery, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
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Cerron-Vela C, Gonçalves FG, Viaene AN, Tierradentro-García LO, Vossough A. Expanding the Imaging Spectrum of Polymorphous Low-Grade Neuroepithelial Tumor of the Young in Children. AJNR Am J Neuroradiol 2024; 45:483-487. [PMID: 38331958 PMCID: PMC11288552 DOI: 10.3174/ajnr.a8145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 12/16/2023] [Indexed: 02/10/2024]
Abstract
Polymorphous low-grade neuroepithelial tumors of the young (PLNTY) are rare brain tumors first described in 2017 and recently included in the 2021 5th World Health Organization Classification of Tumors of the Central Nervous System. They typically affect children and young adults. Few pediatric cases have been reported in the literature. The most common imaging features described, include location within the temporal lobe, involvement of the cortical/subcortical region, coarse calcifications, and well-defined margins with solid and cystic morphology, with slight-or-no enhancement. However, there is limited information on imaging features in children. We present the imaging spectrum of neuroimaging features in a series of pediatric patients with a histologically and molecularly proved PLNTY diagnosis. Coarse calcifications are uncommon in children compared with the adult literature, and they may develop with time. The transmantle-like sign can be observed, and adjacent cortical dysplasia may be seen. Seizure recurrence may occur despite gross total resection of the tumor.
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Affiliation(s)
- Carmen Cerron-Vela
- From the Department of Radiology (C.C.-V., F.G.G., L.O.T.-G., A.V.), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Fabricio Guimarães Gonçalves
- From the Department of Radiology (C.C.-V., F.G.G., L.O.T.-G., A.V.), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Angela N Viaene
- Department of Pathology and Laboratory Medicine (A.N.V.), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Luis Octavio Tierradentro-García
- From the Department of Radiology (C.C.-V., F.G.G., L.O.T.-G., A.V.), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Arastoo Vossough
- From the Department of Radiology (C.C.-V., F.G.G., L.O.T.-G., A.V.), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
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7
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Godoy LFDS, Paes VR, Ayres AS, Bandeira GA, Moreno RA, Hirata FDCC, Silva FAB, Nascimento F, Campos Neto GDC, Gentil AF, Lucato LT, Amaro Junior E, Young RJ, Malheiros SMF. Advances in diffuse glial tumors diagnosis. ARQUIVOS DE NEURO-PSIQUIATRIA 2023; 81:1134-1145. [PMID: 38157879 PMCID: PMC10756793 DOI: 10.1055/s-0043-1777729] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 10/27/2023] [Indexed: 01/03/2024]
Abstract
In recent decades, there have been significant advances in the diagnosis of diffuse gliomas, driven by the integration of novel technologies. These advancements have deepened our understanding of tumor oncogenesis, enabling a more refined stratification of the biological behavior of these neoplasms. This progress culminated in the fifth edition of the WHO classification of central nervous system (CNS) tumors in 2021. This comprehensive review article aims to elucidate these advances within a multidisciplinary framework, contextualized within the backdrop of the new classification. This article will explore morphologic pathology and molecular/genetics techniques (immunohistochemistry, genetic sequencing, and methylation profiling), which are pivotal in diagnosis, besides the correlation of structural neuroimaging radiophenotypes to pathology and genetics. It briefly reviews the usefulness of tractography and functional neuroimaging in surgical planning. Additionally, the article addresses the value of other functional imaging techniques such as perfusion MRI, spectroscopy, and nuclear medicine in distinguishing tumor progression from treatment-related changes. Furthermore, it discusses the advantages of evolving diagnostic techniques in classifying these tumors, as well as their limitations in terms of availability and utilization. Moreover, the expanding domains of data processing, artificial intelligence, radiomics, and radiogenomics hold great promise and may soon exert a substantial influence on glioma diagnosis. These innovative technologies have the potential to revolutionize our approach to these tumors. Ultimately, this review underscores the fundamental importance of multidisciplinary collaboration in employing recent diagnostic advancements, thereby hoping to translate them into improved quality of life and extended survival for glioma patients.
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Affiliation(s)
- Luis Filipe de Souza Godoy
- Hospital Israelita Albert Einstein, Departamento de Radiologia, Seção de Neuroradiologia, São Paulo SP, Brazil.
- Universidade de São Paulo, Faculdade de Medicina, Hospital das Clínicas, Seção de Neuroradiologia, São Paulo SP, Brazil.
| | - Vitor Ribeiro Paes
- Hospital Israelita Albert Einstein, Laboratório de Patologia Cirúrgica, São Paulo SP, Brazil.
- Universidade de São Paulo, Faculdade de Medicina, Departamento de Patologia, São Paulo SP, Brazil.
| | - Aline Sgnolf Ayres
- Universidade de São Paulo, Faculdade de Medicina, Hospital das Clínicas, Seção de Neuroradiologia, São Paulo SP, Brazil.
| | - Gabriela Alencar Bandeira
- Instituto do Câncer do Estado de São Paulo, Departamento de Radiologia, Seção de Neuroradiologia, São Paulo SP, Brazil.
| | - Raquel Andrade Moreno
- Instituto do Câncer do Estado de São Paulo, Departamento de Radiologia, Seção de Neuroradiologia, São Paulo SP, Brazil.
- Rede D'Or São Luiz, Departamento de Radiologia, Seção de Neuroradiologia, São Paulo SP, Brazil.
| | | | | | - Felipe Nascimento
- Hospital Israelita Albert Einstein, Departamento de Radiologia, Seção de Neuroradiologia, São Paulo SP, Brazil.
| | | | - Andre Felix Gentil
- Hospital Israelita Albert Einstein, Departamento de Neurocirurgia, São Paulo SP, Brazil.
| | - Leandro Tavares Lucato
- Universidade de São Paulo, Faculdade de Medicina, Hospital das Clínicas, Seção de Neuroradiologia, São Paulo SP, Brazil.
- Grupo Fleury, São Paulo SP, Brazil.
| | - Edson Amaro Junior
- Hospital Israelita Albert Einstein, Departamento de Radiologia, Seção de Neuroradiologia, São Paulo SP, Brazil.
| | - Robert J. Young
- Memorial Sloan-Kettering Cancer Center, Neuroradiology Service, New York, New York, United States.
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