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Obrecht-Sturm D, Schömig L, Mynarek M, Bison B, Schwarz R, Pietsch T, Pfister SM, Sill M, Sturm D, Sahm F, Kortmann RD, Gerber NU, von Bueren AO, Fleischhack G, Schüller U, Nussbaumer G, Benesch M, Rutkowski S. Treatment response as surrogate to predict risk for disease progression in pediatric medulloblastoma with persistent magnetic resonance imaging lesions after first-line treatment. Neuro Oncol 2024; 26:1712-1722. [PMID: 38578306 PMCID: PMC11376455 DOI: 10.1093/neuonc/noae071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Indexed: 04/06/2024] Open
Abstract
BACKGROUND This study aims at clarifying the impact of persistent residual lesions following first-line treatment for pediatric medulloblastoma. METHODS Data on 84 pediatric patients with medulloblastoma and persistent residual lesions on centrally reviewed magnetic resonance imaging (MRI) at the end of first-line therapy were analyzed. RESULTS Twenty patients (23.8%) had residual lesions in the tumor bed (R+/M0), 51 (60.7%) had distant lesions (R0/M+) and 13 (15.5%) had both (R+/M+). Overall response to first-line therapy was minor or partial (≥ 25% reduction, minor response [MR]/PR) for 64 (76.2%) and stable disease (SD) for 20 patients (23.8%). Five-year post-primary-treatment progression-free (pptPFS) and overall survival (pptOS) were superior after MR/PR (pptPFS: 62.5 ± 7.0%[MR/PR] vs. 35.9 ± 12.8%[SD], P = .03; pptOS: 79.7 ± 5.9[MR/PR] vs. 55.5 ± 13.9[SD], P = .04). Furthermore, R+/M + was associated with a higher risk for progression (5-year pptPFS: 22.9 ± 17.9%[R+, M+] vs. 72.4 ± 12.0%[R+, M0]; P = .03). Watch-and-wait was pursued in 58 patients, while n = 26 received additional treatments (chemotherapy only, n = 19; surgery only, n = 2; combined, n = 3; valproic acid, n = 2), and their outcomes were not superior to watch-and-wait (5-year pptPFS: 58.5 ± 7.7% vs. 51.6 ± 10.7% P = .71; 5-year pptOS: 76.3 ± 6.9% vs. 69.8 ± 9.7%, P = .74). For the whole cohort, 5-year pptPFS by molecular subgroup (58 cases) were WNT: 100%, SHH: 50.0 ± 35.4%, group-4, 52.5 ± 10.5, group-3 54.2 ± 13.8%; (P = .08). CONCLUSIONS Overall response and extent of lesions can function as surrogate parameters to predict outcomes in pediatric MB patients with persistent lesions after first-line therapy. Especially in the case of solitary persistent medulloblastoma MRI lesions, additional therapy was not beneficial. Therefore, treatment response, extent/kind of residual lesions and further diagnostic information need consideration for indication of additional treatments for persisting lesions.
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Affiliation(s)
- Denise Obrecht-Sturm
- Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Lena Schömig
- Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Martin Mynarek
- Mildred Scheel Cancer Career Center HaTriCS4, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Brigitte Bison
- Department of Neuroradiology, University Hospital Augsburg, Augsburg, Germany
| | - Rudolf Schwarz
- Department for Radiotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Torsten Pietsch
- Institute of Neuropathology, Brain Tumor Reference Center of the German Society for Neuropathology and Neuroanatomy (DGNN), University of Bonn, DZNE German Center for Neurodegenerative Diseases, Bonn, Germany
| | - Stefan M Pfister
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg University Hospital, Heidelberg, Germany
| | - Martin Sill
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg University Hospital, Heidelberg, Germany
| | - Dominik Sturm
- Pediatric Glioma Research Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg University Hospital, Heidelberg, Germany
| | - Felix Sahm
- CCU Neuropathology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg University Hospital, Heidelberg, Germany
- Department of Neuropathology, University Heidelberg Heidelberg, Germany
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg University Hospital, Heidelberg, Germany
| | | | - Nicolas U Gerber
- Department of Pediatric Oncology, University Children's Hospital Zürich, Zürich, Switzerland
| | - André O von Bueren
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, Obstetrics and Gynecology, University Hospital of Geneva, Geneva, Switzerland
| | - Gudrun Fleischhack
- Pediatrics III, Pediatric Oncology and Hematology, University Hospital Essen, Essen, Germany
| | - Ulrich Schüller
- Research Institute Kinderkrebs-Zentrum Hamburg, Hamburg, Germany
- Department of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Gunther Nussbaumer
- Division of Pediatric Hematology and Oncology, Department of Pediatrics and Adolescent Medicine, Medical University of Graz, Graz, Austria
| | - Martin Benesch
- Division of Pediatric Hematology and Oncology, Department of Pediatrics and Adolescent Medicine, Medical University of Graz, Graz, Austria
| | - Stefan Rutkowski
- Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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Formentin C, de Souza Rodrigues Dos Santos L, Matias LG, de Castro Oliveira DL, Sabba MF, Joaquim AF, Tedeschi H, Ghizoni E. Doing more with less: surgical results of pediatric posterior fossa tumors from a single center in Latin America. Childs Nerv Syst 2024; 40:2713-2722. [PMID: 38995395 DOI: 10.1007/s00381-024-06539-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: 06/12/2024] [Accepted: 07/08/2024] [Indexed: 07/13/2024]
Abstract
OBJECTIVE We aim to report the epidemiology, surgical outcomes, and survival rates of pediatric patients with posterior fossa tumors in a large single-center case series. METHODS A retrospective analysis was conducted on pediatric patients who underwent surgical treatment for posterior fossa tumors between January 2011 and January 2019. RESULTS A total of 135 pediatric patients, with an average age of 7.5 years at diagnosis and a mean follow-up of 35.7 months, were included in the study. Most tumors were located within the midline, with ventriculomegaly observed in 71.4% of the patients. Pilocytic astrocytomas encompassed the majority of tumors (34.1%), followed by medulloblastomas (27.4%) and ependymomas (11.8%). Gross total resection (GTR) was achieved in 71.8% of the patients, with a recurrence rate of 20%. Surgical complications were observed in 25.9% of the patients. GTR significantly impacted 5-year overall survival (OS) and 4-year progression-free survival (PFS) in patients with posterior fossa tumors. Patients who underwent GTR had a 5-year OS of 89.7%, compared to 72.7% for near-total resection and 70.8% for subtotal resection. The 4-year PFS for patients who underwent GTR was 82.5%, whereas it was 63.6% for patients who underwent near-total resection and 54.2% for patients who underwent subtotal resection. CONCLUSION Surgical resection remains the main treatment for pediatric posterior fossa tumors, and higher resection rates are linked to better survival outcomes. Despite limited resources for molecular diagnosis, our institution has demonstrated that a specialized neurooncological center with a high surgical volume can still achieve favorable survival outcomes for these patients.
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Affiliation(s)
- Cleiton Formentin
- Department of Neurosurgery, Boldrini Children's Hospital, Gabriel Porto St - Cidade Universitária, 1270 Dr, São Paulo, Campinas, 13083-210, Brazil.
| | | | - Leo Gordiano Matias
- Department of Neurosurgery, Boldrini Children's Hospital, Gabriel Porto St - Cidade Universitária, 1270 Dr, São Paulo, Campinas, 13083-210, Brazil
- Deparment of Neurology, University of Campinas, Campinas-SP, Brazil
| | | | | | - Andrei Fernandes Joaquim
- Department of Neurosurgery, Boldrini Children's Hospital, Gabriel Porto St - Cidade Universitária, 1270 Dr, São Paulo, Campinas, 13083-210, Brazil
- Deparment of Neurology, University of Campinas, Campinas-SP, Brazil
| | - Helder Tedeschi
- Department of Neurosurgery, Boldrini Children's Hospital, Gabriel Porto St - Cidade Universitária, 1270 Dr, São Paulo, Campinas, 13083-210, Brazil
- Deparment of Neurology, University of Campinas, Campinas-SP, Brazil
| | - Enrico Ghizoni
- Department of Neurosurgery, Boldrini Children's Hospital, Gabriel Porto St - Cidade Universitária, 1270 Dr, São Paulo, Campinas, 13083-210, Brazil
- Deparment of Neurology, University of Campinas, Campinas-SP, Brazil
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Drabek-Maunder ER, Mankad K, Aquilina K, Dean JA, Nisbet A, Clark CA. Using diffusion MRI to understand white matter damage and the link between brain microstructure and cognitive deficits in paediatric medulloblastoma patients. Eur J Radiol 2024; 177:111562. [PMID: 38901074 DOI: 10.1016/j.ejrad.2024.111562] [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: 03/01/2024] [Revised: 05/09/2024] [Accepted: 06/10/2024] [Indexed: 06/22/2024]
Abstract
PURPOSE Survivors of medulloblastoma face a range of challenges after treatment, involving behavioural, cognitive, language and motor skills. Post-treatment outcomes are associated with structural changes within the brain resulting from both the tumour and the treatment. Diffusion magnetic resonance imaging (MRI) has been used to investigate the microstructure of the brain. In this review, we aim to summarise the literature on diffusion MRI in patients treated for medulloblastoma and discuss future directions on how diffusion imaging can be used to improve patient quality. METHOD This review summarises the current literature on medulloblastoma in children, focusing on the impact of both the tumour and its treatment on brain microstructure. We review studies where diffusion MRI has been correlated with either treatment characteristics or cognitive outcomes. We discuss the role diffusion MRI has taken in understanding the relationship between microstructural damage and cognitive and behavioural deficits. RESULTS We identified 35 studies that analysed diffusion MRI changes in patients treated for medulloblastoma. The majority of these studies found significant group differences in measures of brain microstructure between patients and controls, and some of these studies showed associations between microstructure and neurocognitive outcomes, which could be influenced by patient characteristics (e.g. age), treatment, radiation dose and treatment type. CONCLUSIONS In future, studies would benefit from being able to separate microstructural white matter damage caused by the tumour, tumour-related complications and treatment. Additionally, advanced diffusion modelling methods can be explored to understand and describe microstructural changes to white matter.
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Affiliation(s)
- Emily R Drabek-Maunder
- UCL Great Ormond Street Institute of Child Health, 30 Guildford Street, London WC1N 1EH, UK; UCL Dept of Medical Physics and Biomedical Engineering, Malet Place, Gower St, London WC1E 6BT, UK; Great Ormond Street Hospital for Children, Great Ormond St, London WC1N 3JH, UK.
| | - Kshitij Mankad
- UCL Great Ormond Street Institute of Child Health, 30 Guildford Street, London WC1N 1EH, UK; Great Ormond Street Hospital for Children, Great Ormond St, London WC1N 3JH, UK
| | - Kristian Aquilina
- UCL Great Ormond Street Institute of Child Health, 30 Guildford Street, London WC1N 1EH, UK; Great Ormond Street Hospital for Children, Great Ormond St, London WC1N 3JH, UK
| | - Jamie A Dean
- UCL Dept of Medical Physics and Biomedical Engineering, Malet Place, Gower St, London WC1E 6BT, UK
| | - Andrew Nisbet
- UCL Dept of Medical Physics and Biomedical Engineering, Malet Place, Gower St, London WC1E 6BT, UK
| | - Chris A Clark
- UCL Great Ormond Street Institute of Child Health, 30 Guildford Street, London WC1N 1EH, UK; Great Ormond Street Hospital for Children, Great Ormond St, London WC1N 3JH, UK
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Nejadi Orang F, Abdoli Shadbad M. CircRNA and lncRNA-associated competing endogenous RNA networks in medulloblastoma: a scoping review. Cancer Cell Int 2024; 24:248. [PMID: 39010056 PMCID: PMC11251335 DOI: 10.1186/s12935-024-03427-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Accepted: 07/02/2024] [Indexed: 07/17/2024] Open
Abstract
BACKGROUND Medulloblastoma is one of the common primary central nervous system (CNS) malignancies in pediatric patients. The main treatment is surgical resection preceded and/or followed by chemoradiotherapy. However, their serious side effects necessitate a better understanding of medulloblastoma biology to develop novel therapeutic options. MAIN BODY Circular RNA (circRNA) and long non-coding RNA (lncRNA) regulate gene expression via microRNA (miRNA) pathways. Although growing evidence has highlighted the significance of circRNA and lncRNA-associated competing endogenous RNA (ceRNA) networks in cancers, no study has comprehensively investigated them in medulloblastoma. For this aim, the Web of Science, PubMed, Scopus, and Embase were systematically searched to obtain the relevant papers published before 16 September 2023, adhering to the PRISMA-ScR statement. HOTAIR, NEAT1, linc-NeD125, HHIP-AS1, CRNDE, and TP73-AS1 are the oncogenic lncRNAs, and Nkx2-2as is a tumor-suppressive lncRNA that develop lncRNA-associated ceRNA networks in medulloblastoma. CircSKA3 and circRNA_103128 are upregulated oncogenic circRNAs that develop circRNA-associated ceRNA networks in medulloblastoma. CONCLUSION In summary, this study has provided an overview of the existing evidence on circRNA and lncRNA-associated ceRNA networks and their impact on miRNA and mRNA expression involved in various signaling pathways of medulloblastoma. Suppressing the oncogenic ceRNA networks and augmenting tumor-suppressive ceRNA networks can provide ample opportunities for medulloblastoma treatment.
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Affiliation(s)
| | - Mahdi Abdoli Shadbad
- Department of Immunology, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran.
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Wang YRJ, Wang P, Yan Z, Zhou Q, Gunturkun F, Li P, Hu Y, Wu WE, Zhao K, Zhang M, Lv H, Fu L, Jin J, Du Q, Wang H, Chen K, Qu L, Lin K, Iv M, Wang H, Sun X, Vogel H, Han S, Tian L, Wu F, Gong J. Advancing presurgical non-invasive molecular subgroup prediction in medulloblastoma using artificial intelligence and MRI signatures. Cancer Cell 2024; 42:1239-1257.e7. [PMID: 38942025 DOI: 10.1016/j.ccell.2024.06.002] [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: 08/18/2023] [Revised: 04/25/2024] [Accepted: 06/05/2024] [Indexed: 06/30/2024]
Abstract
Global investigation of medulloblastoma has been hindered by the widespread inaccessibility of molecular subgroup testing and paucity of data. To bridge this gap, we established an international molecularly characterized database encompassing 934 medulloblastoma patients from thirteen centers across China and the United States. We demonstrate how image-based machine learning strategies have the potential to create an alternative pathway for non-invasive, presurgical, and low-cost molecular subgroup prediction in the clinical management of medulloblastoma. Our robust validation strategies-including cross-validation, external validation, and consecutive validation-demonstrate the model's efficacy as a generalizable molecular diagnosis classifier. The detailed analysis of MRI characteristics replenishes the understanding of medulloblastoma through a nuanced radiographic lens. Additionally, comparisons between East Asia and North America subsets highlight critical management implications. We made this comprehensive dataset, which includes MRI signatures, clinicopathological features, treatment variables, and survival data, publicly available to advance global medulloblastoma research.
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Affiliation(s)
- Yan-Ran Joyce Wang
- Anhui Province Key Laboratory of Biomedical Imaging and Intelligent Processing, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei 230088, China; School of Medicine, Stanford University, Stanford, CA 94304, USA.
| | - Pengcheng Wang
- Department of Biomedical Engineering, University of Southern California, Los Angeles, CA 90089, USA
| | - Zihan Yan
- Department of Pediatric Neurosurgery, Beijing Tiantan Hospital, Capital Medicine University, Beijing Neurosurgical Institute, Beijing 100070, China
| | - Quan Zhou
- School of Medicine, Stanford University, Stanford, CA 94304, USA; Department of Neurosurgery, Stanford School of Medicine, Stanford University, Stanford, CA 94304, USA
| | - Fatma Gunturkun
- School of Medicine, Stanford University, Stanford, CA 94304, USA; Quantitative Sciences Unit, Department of Medicine, Stanford University, Stanford, CA 94304, USA
| | - Peng Li
- Anhui Province Key Laboratory of Biomedical Imaging and Intelligent Processing, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei 230088, China; School of Engineering, University of Science and Technology of China, Hefei 230001, China
| | - Yanshen Hu
- School of Engineering, University of Science and Technology of China, Hefei 230001, China
| | - Wei Emma Wu
- School of Medicine, Stanford University, Stanford, CA 94304, USA; Department of Radiology Oncology, Stanford University, Stanford, CA 94305, USA
| | - Kankan Zhao
- Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Michael Zhang
- School of Medicine, Stanford University, Stanford, CA 94304, USA; Department of Neurosurgery, Stanford School of Medicine, Stanford University, Stanford, CA 94304, USA
| | - Haoyi Lv
- School of Engineering, University of Science and Technology of China, Hefei 230001, China
| | - Lehao Fu
- School of Engineering, University of Science and Technology of China, Hefei 230001, China
| | - Jiajie Jin
- School of Engineering, University of Science and Technology of China, Hefei 230001, China
| | - Qing Du
- Anhui Province Key Laboratory of Biomedical Imaging and Intelligent Processing, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei 230088, China
| | - Haoyu Wang
- School of Engineering, University of Science and Technology of China, Hefei 230001, China
| | - Kun Chen
- The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230026, China
| | - Liangqiong Qu
- The Department of Statistics and Actuarial Science and the Institute of Data Science, The University of Hong Kong, Hong Kong 999077, China
| | - Keldon Lin
- Mayo Clinic Alix School of Medicine, Scottsdale, AZ 85054, USA
| | - Michael Iv
- School of Medicine, Stanford University, Stanford, CA 94304, USA; Department of Neurosurgery, Stanford School of Medicine, Stanford University, Stanford, CA 94304, USA
| | - Hao Wang
- Anhui Province Key Laboratory of Biomedical Imaging and Intelligent Processing, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei 230088, China; MoE Key Laboratory of Brain-inspired Intelligent Perception and Cognition, School of Information Science and Technology, University of Science and Technology of China, Hefei 230026, China
| | - Xiaoyan Sun
- Anhui Province Key Laboratory of Biomedical Imaging and Intelligent Processing, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei 230088, China; School of Engineering, University of Science and Technology of China, Hefei 230001, China
| | - Hannes Vogel
- School of Medicine, Stanford University, Stanford, CA 94304, USA; Department of Pathology, Stanford School of Medicine, Stanford University, Stanford, CA 94304, USA
| | - Summer Han
- School of Medicine, Stanford University, Stanford, CA 94304, USA; Quantitative Sciences Unit, Department of Medicine, Stanford University, Stanford, CA 94304, USA
| | - Lu Tian
- School of Medicine, Stanford University, Stanford, CA 94304, USA; Department of Statistics, Stanford School of Medicine, Stanford University, Stanford, CA 94304, USA
| | - Feng Wu
- School of Engineering, University of Science and Technology of China, Hefei 230001, China
| | - Jian Gong
- Department of Pediatric Neurosurgery, Beijing Tiantan Hospital, Capital Medicine University, Beijing Neurosurgical Institute, Beijing 100070, China.
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Rufus P, Chatterjee S. Second-look surgery in postoperative pediatric low-grade glioma. Childs Nerv Syst 2024:10.1007/s00381-024-06516-3. [PMID: 38970692 DOI: 10.1007/s00381-024-06516-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 06/20/2024] [Indexed: 07/08/2024]
Abstract
OBJECTIVE To review the literature on second-look surgery in pediatric low-grade gliomas (LGG) with a view to presenting both sides of the picture of re-exploration. METHODS Collection of material from recent literature on pediatric LGG. This was a retrospective review of these publications. RESULTS There are a number of publications recommending second-look surgery in selected cases, provided morbidity of the second surgery is minimum, and indeed some in which there is improvement in the neurodeficit after the second resection. CONCLUSION There seems a fair balance of articles recommending and dissuading the practice of second-look surgery, but in our limited experience we have found it useful in selected patients.
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Zhang Z, Wu Y, Zhao X, Ji W, Li L, Zhai X, Liang P, Cheng Y, Zhou J. Pediatric WNT medulloblastoma predisposition in intraoperative blood loss: a retrospective observational cohort study. Front Neurol 2024; 15:1386121. [PMID: 39015321 PMCID: PMC11249760 DOI: 10.3389/fneur.2024.1386121] [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: 02/14/2024] [Accepted: 06/10/2024] [Indexed: 07/18/2024] Open
Abstract
Introduction Molecular subgroups influence the vascular architecture within medulloblastomas, particularly the wingless (WNT) subgroup, which contributes to its propensity for primary tumor hemorrhage. Whether this mechanism affects intraoperative blood loss remains unknown. This study aimed to assess the association between WNT medulloblastoma and the predisposition for blood loss. Methods This was a retrospective observational study using data from a neuro-oncology center comprising molecular data on patients treated between December 31, 2014, and April 30, 2023. Differences between WNT and other subgroups in the risk of primary outcome-intraoperative blood loss were assessed using multivariable-adjusted linear regression. Results Of the 148 patients included in the analysis, 18 patients (12.2%) had WNT, 42 (28.4%) had sonic hedgehog (SHH) TP53-wildtype, 7 (4.7%) had SHH TP53-mutant, and 81 (54.7%) were non-WNT/ non-SHH. The WNT subgroup more frequently underwent primary intratumoral hemorrhage (22% vs. 3.8%; p = 0.011). The median intraoperative blood loss was 400.00 (interquartile range [IQR] 250, 500) mL for WNT and 300.00 [200, 400] mL for the other subgroups (p = 0.136), with an adjusted β of 135.264 (95% confidence intervals [CI], 11.701-258.827; p = 0.032). Similar results were observed in both midline and noninfiltrative margin medulloblastoma. Discussion WNT medulloblastoma is typically associated with primary intratumoral hemorrhage and intraoperative blood loss. The validity of determining the surgical approach based on predicted molecular subtypes from imaging data is questionable. However, attempting to engage in risk communication with patients in a molecular-specific way is worthwhile to validate.
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Affiliation(s)
- Zaiyu Zhang
- Department of Neurosurgery, Children's Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Chongqing, China
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing, China
| | - Yuxin Wu
- Department of Neurosurgery, Children's Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Chongqing, China
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing, China
| | - Xueling Zhao
- Department of Neurosurgery, Children's Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Chongqing, China
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing, China
| | - Wenyuan Ji
- Department of Neurosurgery, Children's Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Chongqing, China
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing, China
| | - Lusheng Li
- Department of Neurosurgery, Children's Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Chongqing, China
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing, China
| | - Xuan Zhai
- Department of Neurosurgery, Children's Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Chongqing, China
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing, China
| | - Ping Liang
- Department of Neurosurgery, Children's Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Chongqing, China
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing, China
| | - Yuan Cheng
- Department of Neurosurgery, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Jianjun Zhou
- Department of Neurosurgery, Children's Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Chongqing, China
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing, China
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Gupta T, Mani S, Chatterjee A, Dasgupta A, Epari S, Chinnaswamy G. Risk-stratification for treatment de-intensification in WNT-pathway medulloblastoma: finding the optimal balance between survival and quality of survivorship. Expert Rev Anticancer Ther 2024; 24:589-598. [PMID: 38761170 DOI: 10.1080/14737140.2024.2357807] [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: 02/06/2024] [Accepted: 05/16/2024] [Indexed: 05/20/2024]
Abstract
INTRODUCTION Advances in molecular biology have led to consensus classification of medulloblastoma into four broad molecular subgroups - wingless (WNT), sonic hedgehog (SHH), Group 3, and Group 4, respectively. Traditionally, children >3 years of age, with no/minimal residual tumor (<1.5 cm2) and lack of metastasis were classified as average-risk disease with >80% long-term survival. Younger age (<3 years), large residual disease (≥1.5 cm2), and leptomeningeal metastases either alone or in combination were considered high-risk features yielding much worse 5-year survival (30-60%). This clinico-radiological risk-stratification has been refined by incorporating molecular/genetic information. Contemporary multi-modality management for non-infantile medulloblastoma entails maximal safe resection followed by risk-stratified adjuvant radio(chemo)therapy. Aggressive multi-modality management achieves good survival but is associated with substantial dose-dependent treatment-related toxicity prompting conduct of subgroup-specific prospective clinical trials. AREAS COVERED We conducted literature search on PubMed from 1969 till 2023 to identify putative prognostic factors and risk-stratification for medulloblastoma, including molecular subgrouping. Based on previously published data, including our own institutional experience, we discuss molecular risk-stratification focusing on WNT-pathway medulloblastoma to identify candidates suitable for treatment de-intensification to strike the optimal balance between survival and quality of survivorship. EXPERT OPINION Prospective clinical trials and emerging biological information should further refine risk-stratification in WNT-pathway medulloblastoma.
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Affiliation(s)
- Tejpal Gupta
- Department of Radiation Oncology, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute (HBNI), Mumbai, India
| | - Shakthivel Mani
- Department of Radiation Oncology, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute (HBNI), Mumbai, India
| | - Abhishek Chatterjee
- Department of Radiation Oncology, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute (HBNI), Mumbai, India
| | - Archya Dasgupta
- Department of Radiation Oncology, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute (HBNI), Mumbai, India
| | - Sridhar Epari
- Department of Pathology, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute (HBNI), Mumbai, India
| | - Girish Chinnaswamy
- Department of Pediatric Oncology, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute (HBNI), Mumbai, India
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9
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Chien F, Michaud ME, Bakhtiari M, Schroff C, Snuderl M, Velazquez Vega JE, MacDonald TJ, Bhasin MK. Medulloblastoma Spatial Transcriptomics Reveals Tumor Microenvironment Heterogeneity with High-Density Progenitor Cell Regions Correlating with High-Risk Disease. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.25.600684. [PMID: 38979174 PMCID: PMC11230370 DOI: 10.1101/2024.06.25.600684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
Abstract
The tumor microenvironment (TME) of medulloblastoma (MB) influences progression and therapy response, presenting a promising target for therapeutic advances. Prior single-cell analyses have characterized the cellular components of the TME but lack spatial context. To address this, we performed spatial transcriptomic sequencing on sixteen pediatric MB samples obtained at diagnosis, including two matched diagnosis-relapse pairs. Our analyses revealed inter- and intra-tumoral heterogeneity within the TME, comprised of tumor-associated astrocytes (TAAs), macrophages (TAMs), stromal components, and distinct subpopulations of MB cells at different stages of neuronal differentiation and cell cycle progression. We identified dense regions of quiescent progenitor-like MB cells enriched in patients with high-risk (HR) features and an increase in TAAs, TAMs, and dysregulated vascular endothelium following relapse. Our study presents novel insights into the spatial architecture and cellular landscape of the medulloblastoma TME, highlighting spatial patterns linked to HR features and relapse, which may serve as potential therapeutic targets.
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Affiliation(s)
- Franklin Chien
- Department of Pediatrics, Emory School of Medicine, Atlanta, GA 30322, USA
- Aflac Cancer and Blood Disorders Center, Children’s Healthcare of Atlanta, GA 30322, USA
| | - Marina E. Michaud
- Department of Pediatrics, Emory School of Medicine, Atlanta, GA 30322, USA
| | - Mojtaba Bakhtiari
- Department of Pediatrics, Emory School of Medicine, Atlanta, GA 30322, USA
| | - Chanel Schroff
- Department of Pathology, NYU Langone Health and Grossman School of Medicine, New York, NY 10016, USA
| | - Matija Snuderl
- Department of Pathology, NYU Langone Health and Grossman School of Medicine, New York, NY 10016, USA
| | - Jose E. Velazquez Vega
- Department of Pathology and Laboratory Medicine, Children’s Healthcare of Atlanta and Emory School of Medicine, Atlanta, GA 30322, USA
| | - Tobey J. MacDonald
- Department of Pediatrics, Emory School of Medicine, Atlanta, GA 30322, USA
- Aflac Cancer and Blood Disorders Center, Children’s Healthcare of Atlanta, GA 30322, USA
| | - Manoj K. Bhasin
- Department of Pediatrics, Emory School of Medicine, Atlanta, GA 30322, USA
- Aflac Cancer and Blood Disorders Center, Children’s Healthcare of Atlanta, GA 30322, USA
- Department of Biomedical Engineering, Emory University, Atlanta, GA 30322, USA
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10
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Zhang Z, Wu Y, Zhao X, Ji W, Li L, Zhai X, Liang P, Cheng Y, Zhou J. Neurosurgical short-term outcomes for pediatric medulloblastoma patients and molecular correlations: a 10-year single-center observation cohort study. Neurosurg Rev 2024; 47:283. [PMID: 38904885 DOI: 10.1007/s10143-024-02526-6] [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: 04/01/2024] [Revised: 05/25/2024] [Accepted: 06/17/2024] [Indexed: 06/22/2024]
Abstract
This study examined the risk factors for short-term outcomes, focusing particularly on the associations among molecular subgroups. The analysis focused on the data of pediatric patients with medulloblastoma between 2013 and 2023, as well as operative complications, length of stay from surgery to adjuvant treatment, 30-day unplanned reoperation, unplanned readmission, and mortality. 148 patients were included. Patients with the SHH TP53-wildtype exhibited a lower incidence of complications (45.2% vs. 66.0%, odds ratio [OR] 0.358, 95% confidence interval [CI] 0.160 - 0.802). Female sex (0.437, 0.207 - 0.919) was identified as an independent protective factor for complications, and brainstem involvement (1.900, 1.297 - 2.784) was identified as a risk factor. Surgical time was associated with an increased risk of complications (1.004, 1.001 - 1.008), duration of hospitalization (1.006, 1.003 - 1.010), and reoperation (1.003, 1.001 - 1.006). Age was found to be a predictor of improved outcomes, as each additional year was associated with a 14.1% decrease in the likelihood of experiencing a prolonged length of stay (0.859, 0.772 - 0.956). Patients without metastasis exhibited a reduced risk of reoperation (0.322, 0.133 - 0.784) and readmission (0.208, 0.074 - 0.581). There is a significant degree of variability in the occurrence of operative complications in pediatric patients with medulloblastoma. SHH TP53-wildtype medulloblastoma is commonly correlated with a decreased incidence of complications. The short-term outcomes of patients are influenced by various unmodifiable endogenous factors. These findings could enhance the knowledge of onconeurosurgeons and alleviate the challenges associated with patient/parent education through personalized risk communication. However, the importance of a dedicated center with expertise surgical team and experienced neurosurgeon in improving neurosurgical outcomes appears self-evident.
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Affiliation(s)
- Zaiyu Zhang
- Department of Neurosurgery, Children's Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Chongqing, China
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing, China
| | - Yuxin Wu
- Department of Neurosurgery, Children's Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Chongqing, China
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing, China
| | - Xueling Zhao
- Department of Neurosurgery, Children's Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Chongqing, China
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing, China
| | - Wenyuan Ji
- Department of Neurosurgery, Children's Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Chongqing, China
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing, China
| | - Lusheng Li
- Department of Neurosurgery, Children's Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Chongqing, China
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing, China
| | - Xuan Zhai
- Department of Neurosurgery, Children's Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Chongqing, China
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing, China
| | - Ping Liang
- Department of Neurosurgery, Children's Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Chongqing, China
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing, China
| | - Yuan Cheng
- Department of Neurosurgery, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Jianjun Zhou
- Department of Neurosurgery, Children's Hospital of Chongqing Medical University, Chongqing, China.
- National Clinical Research Center for Child Health and Disorders, Chongqing, China.
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China.
- Chongqing Key Laboratory of Child Neurodevelopment and Cognitive Disorders, Chongqing, China.
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11
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Shelton WJ, Zandpazandi S, Nix JS, Gokden M, Bauer M, Ryan KR, Wardell CP, Vaske OM, Rodriguez A. Long-read sequencing for brain tumors. Front Oncol 2024; 14:1395985. [PMID: 38915364 PMCID: PMC11194609 DOI: 10.3389/fonc.2024.1395985] [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: 03/05/2024] [Accepted: 05/27/2024] [Indexed: 06/26/2024] Open
Abstract
Brain tumors and genomics have a long-standing history given that glioblastoma was the first cancer studied by the cancer genome atlas. The numerous and continuous advances through the decades in sequencing technologies have aided in the advanced molecular characterization of brain tumors for diagnosis, prognosis, and treatment. Since the implementation of molecular biomarkers by the WHO CNS in 2016, the genomics of brain tumors has been integrated into diagnostic criteria. Long-read sequencing, also known as third generation sequencing, is an emerging technique that allows for the sequencing of longer DNA segments leading to improved detection of structural variants and epigenetics. These capabilities are opening a way for better characterization of brain tumors. Here, we present a comprehensive summary of the state of the art of third-generation sequencing in the application for brain tumor diagnosis, prognosis, and treatment. We discuss the advantages and potential new implementations of long-read sequencing into clinical paradigms for neuro-oncology patients.
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Affiliation(s)
- William J. Shelton
- Department of Neurosurgery, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Sara Zandpazandi
- Department of Neurosurgery, Medical University of South Carolina, Charleston, SC, United States
| | - J Stephen Nix
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Murat Gokden
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Michael Bauer
- Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Katie Rose Ryan
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Christopher P. Wardell
- Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Olena Morozova Vaske
- Department of Molecular, Cell and Developmental Biology, University of California Santa Cruz, Santa Cruz, CA, United States
| | - Analiz Rodriguez
- Department of Neurosurgery, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, United States
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12
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Franchino F, Morra I, Forni M, Bertero L, Zanini C, Roveta F, Ricardi U, Mantovani C, Carpaneto A, Migliore E, Pellerino A, Ferrio F, Cassoni P, Garbossa D, Soffietti R, Rudà R. Medulloblastoma in adults: an analysis of clinico-pathological, molecular and treatment factors. J Neurosurg Sci 2024; 68:260-269. [PMID: 34763393 DOI: 10.23736/s0390-5616.21.05548-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND Medulloblastoma is a highly malignant, embryonal tumor, which is rare in adults, and shows distinct clinical, histopathological, molecular and treatment response features. METHODS We retrospectively investigated 44 adults (age 17-48 years) with a histological diagnosis of medulloblastoma, and in 23 immunohistochemistry was used to identify the molecular subgroups. We analyzed demographic, diagnostic, therapeutic and cognitive data, and correlated with PFS (progression-free-survival) and OS (overall survival). RESULTS We observed a male prevalence and a median age of 31 years. Symptoms at onset were related to infratentorial location, while myeloradicular and/or cranial nerve involvement was rare. Histological examination showed the classic variant in 75% of patients, the desmoplastic/nodular in 23% and the anaplastic in one. As for molecular diagnosis, 17 patients were SHH and 6 non-WNT/non-SHH (5 group 4 and 1 group 3), while no WNT subgroup was found. The SHH subgroup had a prevalence of high-risk patients and leptomeningeal involvement. Patients underwent gross total or subtotal/partial resection, and craniospinal irradiation, followed in 20 cases by adjuvant chemotherapy. Median OS and PFS were 16.9 and 12 years, respectively. Metastatic disease at presentation and subtotal/partial resection were associated with worse prognosis, while the addition of chemotherapy did not yield a significant advantage over radiotherapy alone. Cognitive impairment in long-term survivors was limited and late relapses occurred in 15% of patients. CONCLUSIONS Future studies with adequate sample size and long-term follow-up should prospectively investigate the role of surgery and adjuvant therapies across the different molecular subgroups to see whether a personalized approach is feasible.
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Affiliation(s)
- Federica Franchino
- Department of Neuro-Oncology, Città della Salute e della Scienza, Turin, Italy -
| | - Isabella Morra
- Unit of Pathology, Department of Medical Sciences, Città della Salute e della Scienza, Turin, Italy
| | - Marco Forni
- Molecular Biotechnology Center, University of Turin, Turin, Italy
| | - Luca Bertero
- Unit of Pathology, Department of Medical Sciences, Città della Salute e della Scienza, Turin, Italy
| | - Cristina Zanini
- Scientific Department, BioAir Spa, Molecular Biotechnology Center, University of Turin, Turin, Italy
| | - Fausto Roveta
- Department of Neuro-Oncology, Città della Salute e della Scienza, Turin, Italy
| | - Umberto Ricardi
- Department of Radiotherapy, Città della Salute e della Scienza, Turin, Italy
| | - Cristina Mantovani
- Department of Radiotherapy, Città della Salute e della Scienza, Turin, Italy
| | - Allegra Carpaneto
- Department of Neuro-Oncology, Città della Salute e della Scienza, Turin, Italy
| | - Enrica Migliore
- Unit of Cancer Epidemiology (CPO Piemonte), University of Turin, Turin, Italy
| | - Alessia Pellerino
- Department of Neuro-Oncology, Città della Salute e della Scienza, Turin, Italy
| | - Federica Ferrio
- Department of Neuroradiology, Città della Salute e della Scienza, Turin, Italy
| | - Paola Cassoni
- Unit of Pathology, Department of Medical Sciences, Città della Salute e della Scienza, Turin, Italy
| | - Diego Garbossa
- Department of Neurosurgery, Città della Salute e della Scienza, Turin, Italy
| | - Riccardo Soffietti
- Department of Neuro-Oncology, Città della Salute e della Scienza, Turin, Italy
| | - Roberta Rudà
- Department of Neuro-Oncology, Città della Salute e della Scienza, Turin, Italy
- Department of Neurology, Castelfranco Veneto, Treviso, Italy
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13
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Lu VM, Brun JD, Niazi TN, Brun JD. Pediatric neurosurgical medulloblastoma outcomes in La Paz, Bolivia: How a Lower Middle-Income Country (LMIC) institution in South America compares to the United States. J Neurooncol 2024; 168:275-282. [PMID: 38563852 DOI: 10.1007/s11060-024-04664-9] [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: 03/12/2024] [Accepted: 03/26/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND How pediatric medulloblastoma patients fare in Lower Middle-Income Country (LMICs) in South America is not well understood. Correspondingly, the aim of this study was to summarize the pediatric neurosurgical experience of an institution in La Paz, and compare outcomes to that of a generalized High Income Country (HIC) United States (US) experience. METHODS A retrospective review of all pediatric neurosurgical medulloblastoma patients at the Children's Hospital of La Paz, Bolivia (Hospital del Niño "Dr. Ovidio Aliaga Uria") between 2014 and 2023 was conducted and compared to a generalized US experience abstracted from the US National Cancer Database (NCDB) and National Inpatient Sample (NIS) databases. Categorical, continuous and survival data were statistically summarized and compared. RESULTS A total of 24 pediatric medulloblastoma patients underwent neurosurgical treatment at the Hospital del Niño. In this La Paz cohort, there were 15 (63%) males and 9 (38%) females, with a mean age of 5.6 years old at diagnosis. The majority of patients underwent subtotal resection (STR, 79%), while the remaining patients underwent biopsy only. Ten (42%) patients expired during their hospitalization, and mean length of stay overall was 39 days. Only 8 (33%) patients received adjuvant treatment after surgery. Median overall survival from diagnosis in the La Paz cohort was 1.9 months. Compared to the US databases, the La Paz cohort experienced significantly more emergency room admissions for surgery, less gross total resection, more STR, more return to operating room for ventriculoperitoneal shunting, more bacteremia, more tracheostomy procedures, more percutaneous gastrostomy placements, longer lengths of stay, less adjuvant chemotherapy, less radiation therapy, shorter follow-up, and ultimately, significantly shorter overall survival (all P < 0.050). CONCLUSIONS Pediatric neurosurgical medulloblastoma outcomes at the Children's Hospital of La Paz, Bolivia are significantly inferior to that of a generalized US experience. Future research is required to identify institution- and country-specific initiatives to improve discrepancies between institutions in LMICs in South America compared to HICs.
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Affiliation(s)
- Victor M Lu
- Department of Neurological Surgery, Hospital del Niño "Dr. Ovidio Aliaga Uria", La Paz, Bolivia.
- Department of Neurological Surgery, University of Miami, Jackson Memorial Hospital, Miami, FL, USA.
- Department of Neurological Surgery, Nicklaus Children's Hospital, Miami, FL, USA.
| | - Jorge Daniel Brun
- Department of Neurological Surgery, Hospital del Niño "Dr. Ovidio Aliaga Uria", La Paz, Bolivia
| | - Toba N Niazi
- Department of Neurological Surgery, University of Miami, Jackson Memorial Hospital, Miami, FL, USA
- Department of Neurological Surgery, Nicklaus Children's Hospital, Miami, FL, USA
| | - Jorge David Brun
- Department of Neurological Surgery, Hospital del Niño "Dr. Ovidio Aliaga Uria", La Paz, Bolivia
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14
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Rechberger JS, Power EA, DeCuypere M, Daniels DJ. Evolution of neurosurgical advances and nuances in medulloblastoma therapy. Childs Nerv Syst 2024; 40:1031-1044. [PMID: 38112693 DOI: 10.1007/s00381-023-06239-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Accepted: 11/21/2023] [Indexed: 12/21/2023]
Abstract
Medulloblastoma, the most common malignant brain tumor in children, presents a complex treatment challenge due to its propensity for infiltrative growth within the posterior fossa and its potential attachment to critical anatomical structures. Central to the management of medulloblastoma is the surgical resection of the tumor, which is a key determinant of patient prognosis. However, the extent of surgical resection (EOR), ranging from gross total resection (GTR) to subtotal resection (STR) or even biopsy, has been the subject of extensive debate and investigation within the medical community. Today, the impact of neurosurgical EOR on the prognosis of medulloblastoma patients remains a complex and evolving area of investigation. The conflicting findings in the literature, the challenges posed by critical surrounding anatomical structures, the potential for surgical complications and neurologic morbidity, and the nuanced interactions with molecular subgroups all contribute to the complexity of this issue. As the field continues to advance, the imperative to strike a delicate balance between maximizing resection and preserving quality of life remains central to the management of medulloblastoma patients.
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Affiliation(s)
- Julian S Rechberger
- Department of Neurologic Surgery, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, 55905, USA
| | - Erica A Power
- Department of Neurologic Surgery, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
- Loyola Stritch School of Medicine, Maywood, IL, 60153, USA
| | - Michael DeCuypere
- Division of Pediatric Neurosurgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, 60611, USA
- Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA
| | - David J Daniels
- Department of Neurologic Surgery, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA.
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, 55905, USA.
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15
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Keeling C, Davies S, Goddard J, Ramaswamy V, Schwalbe EC, Bailey S, Hicks D, Clifford SC. The clinical significance of sub-total surgical resection in childhood medulloblastoma: a multi-cohort analysis of 1100 patients. EClinicalMedicine 2024; 69:102469. [PMID: 38374970 PMCID: PMC10875250 DOI: 10.1016/j.eclinm.2024.102469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 01/18/2024] [Accepted: 01/19/2024] [Indexed: 02/21/2024] Open
Abstract
Background Medulloblastoma patients with a sub-total surgical resection (STR; >1.5 cm2 primary tumour residuum post-surgery) typically receive intensified treatment. However, the association of STR with poor outcomes has not been observed consistently, questioning the validity of STR as a high-risk disease feature. Methods We collected extent of resection (EOR) data from 1110 patients (from UK CCLG centres (n = 416, collected between September 1990 and July 2014) and published (n = 694) cohorts), the largest cohort of molecularly and clinically annotated tumours assembled to specifically assess the significance of EOR. We performed association and univariable/multivariable survival analyses, assessing overall survival (OS) cohort-wide and with reference to the four consensus medulloblastoma molecular groups and clinical features. Findings STR was reported in 20% (226/1110) of patients. Non-WNT (p = 0.047), children <5 years at diagnosis (p = 0.021) and metastatic patients (p < 0.0001) were significantly more likely to have a STR. In cohort-wide analysis, STR was associated with worse survival in univariable analysis (p < 0.0001). Examination of specific disease contexts showed that STR was prognostic in univariate analysis for patients receiving cranio-spinal irradiation (CSI) and chemotherapy (p = 0.016) and for patients with Group 3 tumours receiving CSI (p = 0.039). STR was not independently prognostic in multivariable analyses; outcomes for patients who have STR as their only risk-feature are as per standard-risk disease. Specifically, STR was not prognostic in non-metastatic patients that received upfront CSI. Interpretation In a cohort of 1100 molecularly characterised medulloblastoma patients, STR (n = 226) predicted significantly lower OS in univariable analysis, but was not an independent prognostic factor. Our data suggest that maximal safe resection can continue to be carried out for patients with medulloblastoma and suggest STR should not inform patient management when observed as a sole, isolated risk-feature. Funding Cancer Research UK, Newcastle Hospitals Charity, Children's Cancer North, British Division of the International Academy of Pathology.
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Affiliation(s)
- Claire Keeling
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle upon Tyne, United Kingdom
| | - Simon Davies
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle upon Tyne, United Kingdom
| | - Jack Goddard
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle upon Tyne, United Kingdom
| | - Vijay Ramaswamy
- Neuro-oncology Section, Division of Hematology/Oncology, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Edward C. Schwalbe
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle upon Tyne, United Kingdom
- Department of Applied Sciences, Northumbria University, Newcastle upon Tyne, United Kingdom
| | - Simon Bailey
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle upon Tyne, United Kingdom
- Great North Children's Hospital, Newcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
| | - Debbie Hicks
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle upon Tyne, United Kingdom
| | - Steven C. Clifford
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle upon Tyne, United Kingdom
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16
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Falco J, Broggi M, Rubiu E, Schiariti M, Restelli F, Mazzapicchi E, La Corte E, Ferroli P, Acerbi F. The Application of Sodium Fluorescein in Resection of Medulloblastoma Under YELLOW 560 Filter: Feasibility and Preliminary Results of a Monocentric Cohort and Systematic Review. World Neurosurg 2024; 183:e386-e394. [PMID: 38154682 DOI: 10.1016/j.wneu.2023.12.105] [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: 08/26/2023] [Revised: 12/18/2023] [Accepted: 12/18/2023] [Indexed: 12/30/2023]
Abstract
BACKGROUND Maximizing surgical resection of medulloblastoma (MB) affects overall survival; nevertheless, surgical resection remains a because of the infiltrative behavior of this tumor. Several dyes have been tested for improving tumor visualization; however, few reports with different protocols of fluorophores use are available and the results are inconsistent. Hence, we report our experience with sodium fluorescein in MB surgery, aiming to assess the role of this technique on the extent of resection. Furthermore, we performed a literature review of this topic. METHODS Fluorescence characteristics, extent of resection, and clinical outcome were analyzed in 9 consecutively operated patients with MB. A comprehensive literature search and review for English-language articles concerning fluorescein application in MB was conducted. RESULTS In our cohort, no side effect related to fluorescein occurred; all tumors presented with an intense or moderate yellow-green enhancement, and fluorescein was judged fundamental in distinguishing tumors from viable tissue in 7 of 9 cases. Gross total resection or near-total resection (i.e., a residual tumor volume <1.5 cm3) was achieved in 8 patients. The review explored the different techniques and surgical interpretations as well as surgical radicality; we did not find a homogenous protocol for fluorescein injection in the published articles. Fluorescence appeared moderate or intense in almost all cases, with a high percentage of usefulness and consensual achievement of a high rate of gross total resection. CONCLUSIONS Based on these results, we can infer that fluorescein-guided surgical resection is a safe and valuable method for patients with MB.
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Affiliation(s)
- Jacopo Falco
- Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Morgan Broggi
- Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy.
| | - Emanuele Rubiu
- Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Marco Schiariti
- Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Francesco Restelli
- Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Elio Mazzapicchi
- Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Emanuele La Corte
- Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Paolo Ferroli
- Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Francesco Acerbi
- Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy; Department of Neurosurgery, Experimental Microsurgical Laboratory, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
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17
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Ramirez O, Piedrahita V, Ardila J, Pardo C, Cabrera-Bernal E, Lopera J, Suarez A, Portilla CA, Narváez C, Rodriguez P, Castro X, Castro Á, Estupinan-Perico DI, Valencia D, Álvarez MDR, Fox JE, Bravo LE, Aristizabal P. Primary central nervous system tumors survival in children in ten Colombian cities: a VIGICANCER report. Front Oncol 2024; 13:1326788. [PMID: 38505512 PMCID: PMC10949889 DOI: 10.3389/fonc.2023.1326788] [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: 10/23/2023] [Accepted: 12/12/2023] [Indexed: 03/21/2024] Open
Abstract
Purpose Primary central nervous system (CNS) tumors are the second most common cancer in children and adolescents, leading to premature death and disability. Population-based survival estimates aid decision-making in cancer control, however data on survival for primary CNS tumors in Latin America is lacking. We describe survival rates for children with primary CNS tumors treated in ten Colombian cities. Methods We analyzed data from children and adolescents newly diagnosed with cancer between 2012 and 2021, participating in the Childhood Cancer Clinical Outcomes Surveillance System (VIGICANCER) in ten cities in Colombia. VIGICANCER collects information on clinical outcomes from twenty-seven pediatric oncology units and conducts active follow-up every three months. VIGICANCER does not register craniopharyngiomas; we excluded intracranial germ cell tumors for this report. We used the Kaplan-Meier method to estimate the overall survival probability, stratified by sociodemographic variables, topography, WHO grading, receipt of radiation therapy, and type of surgical resection. We analyzed the prognostic capacity of variables using multivariate proportional Cox's regression, stratified by city and year of diagnosis. Results During the study period, VIGICANCER included 989 primary CNS tumors in 879 children and 110 adolescents. The cohort median age was 9 years; 53% of patients were males, and 8% were Afro-descendants. Most common tumors were supratentorial astrocytomas (47%), astrocytic tumors (35%), medulloblastomas (20%), ependymomas (11%), and mixed and unspecified gliomas (10%). Five-year overall survival of the entire cohort was 54% (95% CI, 51-58); for supratentorial gliomas, WHO grade I was 77%, II was 62%, III-IV was 27%, respectively, and for medulloblastoma was 61%. The adjusted hazard rate ratio for patients with WHO grade III and IV, for those with subtotal resection, for brainstem location, and for those not receiving radiation therapy was 7.4 (95% CI, 4.7-11.8), 6.4 (95% CI, 4.2-9.8), 2.8 (95% 2.1-3.8), 2.0 (95% CI, 1.3-2.8) and 2.3 (95% CI, 1.7-3.0), respectively. Conclusion We found that half of Colombia's children and adolescents with primary CNS tumors survive five years, compared to 70% to 80% in high-income countries. In addition to tumor biology and location, gross total resection was crucial for improved survival in this cohort. Systematic monitoring of survival and its determinants provides empirical data for guiding cancer control policies.
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Affiliation(s)
- Oscar Ramirez
- Unidad de Investigación, Fundación Pediatras Oncólogos y Hematólogos (POHEMA), Cali, Colombia
- Unidad de Oncología y Hematología Pediátrica, Clínica Imbanaco – Grupo Quirón Salud, Cali, Colombia
- Registro Poblacional de Cáncer de Cali – Departamento de Patología, Universidad del Valle, Cali, Colombia
| | - Vivian Piedrahita
- Unidad de Investigación, Fundación Pediatras Oncólogos y Hematólogos (POHEMA), Cali, Colombia
- Unidad de Oncología y Hematología Pediátrica, Clínica Imbanaco – Grupo Quirón Salud, Cali, Colombia
- Escuela de Enfermería, Universidad del Valle, Cali, Colombia
| | - Jesus Ardila
- Unidad de Investigación, Fundación Pediatras Oncólogos y Hematólogos (POHEMA), Cali, Colombia
- Unidad de Oncología y Hematología Pediátrica, Clínica Imbanaco – Grupo Quirón Salud, Cali, Colombia
| | - Carlos Pardo
- Unidad de Oncología y Hematología Pediátrica, Hospital de la Misericordia (HOMI) Fundación Hospital Pediátrico la Misericordia, Bogotá, Colombia
- Grupo de Oncología y Hematología Pediátrica Universidad Nacional de Colombia, Bogotá, Colombia
| | - Edgar Cabrera-Bernal
- Unidad de Oncología y Hematología Pediátrica, Hospital de la Misericordia (HOMI) Fundación Hospital Pediátrico la Misericordia, Bogotá, Colombia
- Grupo de Oncología y Hematología Pediátrica Universidad Nacional de Colombia, Bogotá, Colombia
| | - John Lopera
- Unidad de Oncología y Hematología Pediátrica, Instituto Nacional de Cancerología, Bogotá, Colombia
| | - Amaranto Suarez
- Unidad de Oncología y Hematología Pediátrica, Instituto Nacional de Cancerología, Bogotá, Colombia
| | - Carlos Andrés Portilla
- Unidad de Investigación, Fundación Pediatras Oncólogos y Hematólogos (POHEMA), Cali, Colombia
- Unidad de Oncología y Hematología Pediátrica, Clínica Imbanaco – Grupo Quirón Salud, Cali, Colombia
- Departamento de Pediatría, Universidad del Valle, Cali, Colombia
| | - Carlos Narváez
- Unidad de Investigación, Fundación Pediatras Oncólogos y Hematólogos (POHEMA), Cali, Colombia
- Unidad de Oncología y Hematología Pediátrica, Clínica Imbanaco – Grupo Quirón Salud, Cali, Colombia
- Departamento de Pediatría, Universidad del Valle, Cali, Colombia
| | - Pamela Rodriguez
- Unidad de Investigación, Fundación Pediatras Oncólogos y Hematólogos (POHEMA), Cali, Colombia
- Unidad de Oncología y Hematología Pediátrica, Fundación Valle del Lili, Cali, Colombia
| | - Ximena Castro
- Unidad de Investigación, Fundación Pediatras Oncólogos y Hematólogos (POHEMA), Cali, Colombia
- Unidad de Oncología y Hematología Pediátrica, Fundación Valle del Lili, Cali, Colombia
| | - Ángel Castro
- Departamento de Pediatría, Universidad de Cartagena, Unidad de Oncología y Hematología Pediátrica, Clínica Blas de Lezo, Cartagena, Colombia
| | | | - Diana Valencia
- Unidad de Oncología y Hematología Pediátrica: Instituto Médico de Alta Tecnología (IMAT) Oncomédica, Montería, Colombia
| | - María del Rosario Álvarez
- Unidad de Investigación, Fundación Pediatras Oncólogos y Hematólogos (POHEMA), Cali, Colombia
- Unidad de Oncología y Hematología Pediátrica, Hospital Infantil Los Ángeles, Pasto, Colombia
| | - Javier Enrique Fox
- Unidad de Oncología y Hematología Pediátrica, Fundación San Vicente de Paul, Medellín, Colombia
| | - Luis Eduardo Bravo
- Unidad de Investigación, Fundación Pediatras Oncólogos y Hematólogos (POHEMA), Cali, Colombia
- Registro Poblacional de Cáncer de Cali – Departamento de Patología, Universidad del Valle, Cali, Colombia
| | - Paula Aristizabal
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, University of California, San Diego, San Diego, CA, United States
- Pediatric Hematology/Oncology, Rady Children’s Hospital San Diego, San Diego, CA, United States
- Population Sciences, Disparities and Community Engagement, Moores Cancer Center, University of California, San Diego, San Diego, CA, United States
- Dissemination and Implementation Science Center, Altman Clinical and Translational Research Institute, University of California, San Diego, San Diego, CA, United States
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18
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Mani S, Chatterjee A, Dasgupta A, Shirsat N, Pawar A, Epari S, Sahay A, Sahu A, Moiyadi A, Prasad M, Chinnaswamy G, Gupta T. Clinico-Radiological Outcomes in WNT-Subgroup Medulloblastoma. Diagnostics (Basel) 2024; 14:358. [PMID: 38396397 PMCID: PMC10888131 DOI: 10.3390/diagnostics14040358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Revised: 02/02/2024] [Accepted: 02/04/2024] [Indexed: 02/25/2024] Open
Abstract
Medulloblastoma (MB) comprises four broad molecular subgroups, namely wingless (WNT), sonic hedgehog (SHH), Group 3, and Group 4, respectively, with subgroup-specific developmental origins, unique genetic profiles, distinct clinico-demographic characteristics, and diverse clinical outcomes. This is a retrospective audit of clinical outcomes in molecularly confirmed WNT-MB patients treated with maximal safe resection followed by postoperative standard-of-care risk-stratified adjuvant radio(chemo)therapy at a tertiary-care comprehensive cancer centre. Of the 74 WNT-MB patients registered in a neuro-oncology unit between 2004 to 2020, 7 patients accrued on a prospective clinical trial of treatment deintensification were excluded, leaving 67 patients that constitute the present study cohort. The median age at presentation was 12 years, with a male preponderance (2:1). The survival analysis was restricted to 61 patients and excluded 6 patients (1 postoperative mortality plus 5 without adequate details of treatment or outcomes). At a median follow-up of 72 months, Kaplan-Meier estimates of 5-year progression-free survival and overall survival were 87.7% and 91.2%, respectively. Traditional high-risk features, large residual tumour (≥1.5 cm2), and leptomeningeal metastases (M+) did not significantly impact upon survival in this molecularly characterized WNT-MB cohort treated with risk-stratified contemporary multimodality therapy. The lack of a prognostic impact of conventional high-risk features suggests the need for refined risk stratification and potential deintensification of therapy.
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Affiliation(s)
- Shakthivel Mani
- Department of Radiation Oncology, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute, Kharghar, Navi Mumbai 410210, India; (S.M.); (A.C.); (A.D.)
| | - Abhishek Chatterjee
- Department of Radiation Oncology, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute, Kharghar, Navi Mumbai 410210, India; (S.M.); (A.C.); (A.D.)
| | - Archya Dasgupta
- Department of Radiation Oncology, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute, Kharghar, Navi Mumbai 410210, India; (S.M.); (A.C.); (A.D.)
| | - Neelam Shirsat
- Neuro-Oncology Laboratory, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute, Kharghar, Navi Mumbai 410210, India;
| | - Akash Pawar
- Clinical Research Secretariat, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute, Kharghar, Navi Mumbai 410210, India;
| | - Sridhar Epari
- Department of Pathology, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute, Kharghar, Navi Mumbai 410210, India; (S.E.); (A.S.)
| | - Ayushi Sahay
- Department of Pathology, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute, Kharghar, Navi Mumbai 410210, India; (S.E.); (A.S.)
| | - Arpita Sahu
- Department of Radio-Diagnosis, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute, Kharghar, Navi Mumbai 410210, India;
| | - Aliasgar Moiyadi
- Department of Neurosurgery, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute, Kharghar, Navi Mumbai 410210, India;
| | - Maya Prasad
- Department of Pediatric Oncology, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute, Kharghar, Navi Mumbai 410210, India; (M.P.); (G.C.)
| | - Girish Chinnaswamy
- Department of Pediatric Oncology, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute, Kharghar, Navi Mumbai 410210, India; (M.P.); (G.C.)
| | - Tejpal Gupta
- Department of Radiation Oncology, ACTREC/TMH, Tata Memorial Centre, Homi Bhabha National Institute, Kharghar, Navi Mumbai 410210, India; (S.M.); (A.C.); (A.D.)
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19
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Thompson EM, Kang KD, Stevenson K, Zhang H, Gromeier M, Ashley D, Brown M, Friedman GK. Elucidating cellular response to treatment with viral immunotherapies in pediatric high-grade glioma and medulloblastoma. Transl Oncol 2024; 40:101875. [PMID: 38183802 PMCID: PMC10809117 DOI: 10.1016/j.tranon.2024.101875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 12/08/2023] [Accepted: 12/27/2023] [Indexed: 01/08/2024] Open
Abstract
HSV G207, a double-stranded, DNA virus, and the polio:rhinovirus chimera, PVSRIPO, a single positive-strand RNA virus, are viral immunotherapies being used to treat pediatric malignant brain tumors in clinical trials. The purpose of this work is to elucidate general response patterns and putative biomarkers of response. Multiple pediatric high-grade glioma and medulloblastoma cell lines were treated with various multiplicities of infection of G207 or PVSRIPO. There was a significant inverse correlation between expression of one HSV cellular receptor, CD111, and the lethal dose of 50% of cells (LD50) of cells treated with G207 (r = -0.985, P<0.001) but no correlation between PVSRIPO cellular receptor expression (CD155) and LD50. RNA sequencing of control cells and cells treated for 8 and 24 h revealed that there were few shared differentially expressed (DE) genes between cells treated with PVSRIPO and G207: GCLM, LANCL2, and RBM3 were enriched whilst ADAMTS1 and VEGFA were depleted. Likewise, there were few shared DE genes enriched between medulloblastoma and high-grade glioma cell lines treated with G207: GPSM2, CHECK2, SEPTIN2, EIF4G2, GCLM, GDAP1, LANCL2, and PWP1. Treatment with G207 and PVSRIPO appear to cause disparate gene enrichment and depletion suggesting disparate molecular mechanisms in malignant pediatric brain tumors.
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Affiliation(s)
- Eric M Thompson
- Department of Neurosurgery, University of Chicago, Chicago, IL, USA; Department of Neurosurgery, Duke University, Durham, NC, USA.
| | - Kyung-Don Kang
- Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL, USA; The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kevin Stevenson
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA
| | - Hengshan Zhang
- Department of Neurosurgery, Duke University, Durham, NC, USA
| | | | - David Ashley
- Department of Neurosurgery, Duke University, Durham, NC, USA
| | - Michael Brown
- Department of Neurosurgery, Duke University, Durham, NC, USA
| | - Gregory K Friedman
- Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL, USA; The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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20
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Afflerbach AK, Rohrandt C, Brändl B, Sönksen M, Hench J, Frank S, Börnigen D, Alawi M, Mynarek M, Winkler B, Ricklefs F, Synowitz M, Dührsen L, Rutkowski S, Wefers AK, Müller FJ, Schoof M, Schüller U. Classification of Brain Tumors by Nanopore Sequencing of Cell-Free DNA from Cerebrospinal Fluid. Clin Chem 2024; 70:250-260. [PMID: 37624932 DOI: 10.1093/clinchem/hvad115] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 06/28/2023] [Indexed: 08/27/2023]
Abstract
BACKGROUND Molecular brain tumor diagnosis is usually dependent on tissue biopsies or resections. This can pose several risks associated with anesthesia or neurosurgery, especially for lesions in the brain stem or other difficult-to-reach anatomical sites. Apart from initial diagnosis, tumor progression, recurrence, or the acquisition of novel genetic alterations can only be proven by re-biopsies. METHODS We employed Nanopore sequencing on cell-free DNA (cfDNA) from cerebrospinal fluid (CSF) and analyzed copy number variations (CNV) and global DNA methylation using a random forest classifier. We sequenced 129 samples with sufficient DNA. These samples came from 99 patients and encompassed 22 entities. Results were compared to clinical diagnosis and molecular analysis of tumor tissue, if available. RESULTS 110/129 samples were technically successful, and 50 of these contained detectable circulating tumor DNA (ctDNA) by CNV or methylation profiling. ctDNA was detected in samples from patients with progressive disease but also from patients without known residual disease. CNV plots showed diagnostic and prognostic alterations, such as C19MC amplifications in embryonal tumors with multilayered rosettes or Chr.1q gains and Chr.6q losses in posterior fossa group A ependymoma, respectively. Most CNV profiles mirrored the profiles of the respective tumor tissue. DNA methylation allowed exact classification of the tumor in 22/110 cases and led to incorrect classification in 2/110 cases. Only 5/50 samples with detected ctDNA contained tumor cells detectable through microscopy. CONCLUSIONS Our results suggest that Nanopore sequencing data of cfDNA from CSF samples may be a promising approach for initial brain tumor diagnostics and an important tool for disease monitoring.
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Affiliation(s)
- Ann-Kristin Afflerbach
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Research Institute Children's Cancer Center Hamburg, Hamburg, Germany
| | - Christian Rohrandt
- Institute for Communications Technologies and Embedded Systems, University of Applied Sciences Kiel, Kiel, Germany
| | - Björn Brändl
- Center for Integrative Psychiatry, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Marthe Sönksen
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jürgen Hench
- Department of Pathology, University Hospital Basel, Basel, Switzerland
| | - Stephan Frank
- Department of Pathology, University Hospital Basel, Basel, Switzerland
| | - Daniela Börnigen
- Bioinformatics Core, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Malik Alawi
- Bioinformatics Core, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Martin Mynarek
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Beate Winkler
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Franz Ricklefs
- Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Michael Synowitz
- Department of Neurosurgery, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Lasse Dührsen
- Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Stefan Rutkowski
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Annika K Wefers
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Mildred Scheel Cancer Career Center HaTriCS4, University Medical Center Hamburg- Eppendorf, Hamburg, Germany
| | - Franz-Josef Müller
- Center for Integrative Psychiatry, University Hospital Schleswig-Holstein, Kiel, Germany
- Department of Genome Regulation, Max Planck Institute for Molecular Genetics Berlin, Berlin, Germany
| | - Melanie Schoof
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Research Institute Children's Cancer Center Hamburg, Hamburg, Germany
| | - Ulrich Schüller
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Research Institute Children's Cancer Center Hamburg, Hamburg, Germany
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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21
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Dias SF, Richards O, Elliot M, Chumas P. Pediatric-Like Brain Tumors in Adults. Adv Tech Stand Neurosurg 2024; 50:147-183. [PMID: 38592530 DOI: 10.1007/978-3-031-53578-9_5] [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] [Indexed: 04/10/2024]
Abstract
Pediatric brain tumors are different to those found in adults in pathological type, anatomical site, molecular signature, and probable tumor drivers. Although these tumors usually occur in childhood, they also rarely present in adult patients, either as a de novo diagnosis or as a delayed recurrence of a pediatric tumor in the setting of a patient that has transitioned into adult services.Due to the rarity of pediatric-like tumors in adults, the literature on these tumor types in adults is often limited to small case series, and treatment decisions are often based on the management plans taken from pediatric studies. However, the biology of these tumors is often different from the same tumors found in children. Likewise, adult patients are often unable to tolerate the side effects of the aggressive treatments used in children-for which there is little or no evidence of efficacy in adults. In this chapter, we review the literature and summarize the clinical, pathological, molecular profile, and response to treatment for the following pediatric tumor types-medulloblastoma, ependymoma, craniopharyngioma, pilocytic astrocytoma, subependymal giant cell astrocytoma, germ cell tumors, choroid plexus tumors, midline glioma, and pleomorphic xanthoastrocytoma-with emphasis on the differences to the adult population.
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Affiliation(s)
- Sandra Fernandes Dias
- Department of Neurosurgery, Leeds Teaching Hospitals NHS Trust, Leeds, UK
- Division of Pediatric Neurosurgery, University Children's Hospital of Zurich - Eleonor Foundation, Zurich, Switzerland
| | - Oliver Richards
- Department of Neurosurgery, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Martin Elliot
- Department of Paediatric Oncology and Haematology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Paul Chumas
- Department of Neurosurgery, Leeds Teaching Hospitals NHS Trust, Leeds, UK.
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22
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Mushtaq N, Ul Ain R, Hamid SA, Bouffet E. Evolution of Systemic Therapy in Medulloblastoma Including Irradiation-Sparing Approaches. Diagnostics (Basel) 2023; 13:3680. [PMID: 38132264 PMCID: PMC10743079 DOI: 10.3390/diagnostics13243680] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 12/11/2023] [Accepted: 12/13/2023] [Indexed: 12/23/2023] Open
Abstract
The management of medulloblastoma in children has dramatically changed over the past four decades, with the development of chemotherapy protocols aiming at improving survival and reducing long-term toxicities of high-dose craniospinal radiotherapy. While the staging and treatment of medulloblastoma were until recently based on the modified Chang's system, recent advances in the molecular biology of medulloblastoma have revolutionized approaches in the management of this increasingly complex disease. The evolution of systemic therapies is described in this review.
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Affiliation(s)
- Naureen Mushtaq
- Division of Pediatric Oncology, Department of Oncology, Aga Khan University, Karachi 74800, Pakistan;
| | - Rahat Ul Ain
- Department of Pediatric Hematology/Oncology & Bone Marrow Transplant, University of Child Health Sciences, Children’s Hospital, Lahore 54600, Pakistan;
| | - Syed Ahmer Hamid
- Department of Pediatric Hematology and Oncology, Indus Hospital & Health Network, Karachi 74800, Pakistan;
| | - Eric Bouffet
- Global Neuro-Oncology Program, Department of Global Pediatric Medicine, St. Jude Children’s Research Hospital, St. Jude Global, Memphis, TN 38105, USA
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23
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Rousseau J, Bennett J, Lim-Fat MJ. Brain Tumors in Adolescents and Young Adults: A Review. Semin Neurol 2023; 43:909-928. [PMID: 37949116 DOI: 10.1055/s-0043-1776775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2023]
Abstract
Brain tumors account for the majority of cancer-related deaths in adolescents and young adults (AYAs), defined as individuals aged 15 to 39. AYAs constitute a distinct population in which both pediatric- and adult-type central nervous system (CNS) tumors can be observed. Clinical manifestations vary depending on tumor location and often include headaches, seizures, focal neurological deficits, and signs of increased intracranial pressure. With the publication of the updated World Health Organization CNS tumor classification in 2021, diagnoses have been redefined to emphasize key molecular alterations. Gliomas represent the majority of malignant brain tumors in this age group. Glioneuronal and neuronal tumors are associated with longstanding refractory epilepsy. The classification of ependymomas and medulloblastomas has been refined, enabling better identification of low-risk tumors that could benefit from treatment de-escalation strategies. Owing to their midline location, germ cell tumors often present with oculomotor and visual alterations as well as endocrinopathies. The management of CNS tumors in AYA is often extrapolated from pediatric and adult guidelines, and generally consists of a combination of surgical resection, radiation therapy, and systemic therapy. Ongoing research is investigating multiple agents targeting molecular alterations, including isocitrate dehydrogenase inhibitors, SHH pathway inhibitors, and BRAF inhibitors. AYA patients with CNS tumors should be managed by multidisciplinary teams and counselled regarding fertility preservation, psychosocial comorbidities, and risks of long-term comorbidities. There is a need for further efforts to design clinical trials targeting CNS tumors in the AYA population.
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Affiliation(s)
- Julien Rousseau
- Division of Neurology, Department of Medicine, Universite de Montreal, Montreal, Quebec, Canada
| | - Julie Bennett
- Division of Haematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Canadian AYA Neuro-Oncology Network (CANON), Toronto, Ontario, Canada
| | - Mary Jane Lim-Fat
- Canadian AYA Neuro-Oncology Network (CANON), Toronto, Ontario, Canada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
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24
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Li X, Gong J. Survival nomogram for medulloblastoma and multi-center external validation cohort. Front Pharmacol 2023; 14:1247812. [PMID: 38026968 PMCID: PMC10651750 DOI: 10.3389/fphar.2023.1247812] [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: 06/26/2023] [Accepted: 10/19/2023] [Indexed: 12/01/2023] Open
Abstract
Background: Medulloblastoma (MB) is a highly malignant neuroepithelial tumor occurring in the central nervous system. The objective of this study was to establish an effective prognostic nomogram to predict the overall survival (OS) of MB patients. Materials and methods: The nomogram was developed using data from a retrospective cohort of 280 medulloblastoma patients (aged 3-18 years) identified from Beijing Tiantan Hospital between 2016 and 2021 as the training cohort. To validate the performance of the nomogram, collaborations were formed with eight leading pediatric oncology centers across different regions of China. A total of 162 medulloblastoma patients meeting the inclusion criteria were enrolled from these collaborating centers. Cox regression analysis, best subsets regression, and Lasso regression were employed to select independent prognostic factors. The nomogram's prognostic effectiveness for overall survival was assessed using the concordance index, receiver operating characteristic curve, and calibration curve. Results: In the training cohort, the selected variables through COX regression, best subsets regression, and Lasso regression, along with their clinical significance, included age, molecular subtype, histological type, radiotherapy, chemotherapy, metastasis, and hydrocephalus. The internally and externally validated C-indexes were 0.907 and 0.793, respectively. Calibration curves demonstrated the precise prediction of 1-, 3-, and 5-year OS for MB patients using the nomogram. Conclusion: This study developed a nomogram that incorporates clinical and molecular factors to predict OS prognosis in medulloblastoma patients. The nomogram exhibited improved predictive accuracy compared to previous studies and demonstrated good performance in the external validation cohort. By considering multiple factors, clinicians can utilize this nomogram as a valuable tool for individualized prognosis prediction and treatment decision-making in medulloblastoma patients.
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Affiliation(s)
- Xiang Li
- Department of Pediatric Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Jian Gong
- Department of Pediatric Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
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25
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Formentin C, Joaquim AF, Ghizoni E. Posterior fossa tumors in children: current insights. Eur J Pediatr 2023; 182:4833-4850. [PMID: 37679511 DOI: 10.1007/s00431-023-05189-5] [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: 05/18/2023] [Revised: 08/29/2023] [Accepted: 09/02/2023] [Indexed: 09/09/2023]
Abstract
While in adults most intracranial tumors develop around the cerebral hemispheres, 45 to 60% of pediatric lesions are found in the posterior fossa, although this anatomical region represents only 10% of the intracranial volume. The latest edition of the WHO classification for CNS tumors presented some fundamental paradigm shifts that particularly affected the classification of pediatric tumors, also influencing those that affect posterior fossa. Molecular biomarkers play an important role in the diagnosis, prognosis, and treatment of childhood posterior fossa tumors and can be used to predict patient outcomes and response to treatment and monitor its effectiveness. Although genetic studies have identified several posterior fossa tumor types, differing in terms of their location, cell of origin, genetic mechanisms, and clinical behavior, recent management strategies still depend on uniform approaches, mainly based on the extent of resection. However, significant progress has been made in guiding therapy decisions with biological or molecular stratification criteria and utilizing molecularly targeted treatments that address specific tumor biological characteristics. The primary focus of this review is on the latest advances in the diagnosis and treatment of common subtypes of posterior fossa tumors in children, as well as potential therapeutic approaches in the future. Conclusion: Molecular biomarkers play a central role, not only in the diagnosis and prognosis of posterior fossa tumors in children but also in customizing treatment plans. They anticipate patient outcomes, measure treatment responses, and assess therapeutic effectiveness. Advances in neuroimaging and treatment have significantly enhanced outcomes for children with these tumors. What is Known: • Central nervous system tumors are the most common solid neoplasms in children and adolescents, with approximately 45 to 60% of them located in the posterior fossa. • Multimodal approaches that include neurosurgery, radiation therapy, and chemotherapy are typically used to manage childhood posterior fossa tumors What is New: • Notable progress has been achieved in the diagnosis, categorization and management of posterior fossa tumors in children, leading to improvement in survival and quality of life.
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Affiliation(s)
- Cleiton Formentin
- Division of Neurosurgery, Department of Neurology, University of Campinas, Tessalia Vieira de Camargo St., 126. 13083-887, Campinas, SP, Brazil.
- Centro Infantil Boldrini, Campinas, SP, Brazil.
| | - Andrei Fernandes Joaquim
- Division of Neurosurgery, Department of Neurology, University of Campinas, Tessalia Vieira de Camargo St., 126. 13083-887, Campinas, SP, Brazil
- Centro Infantil Boldrini, Campinas, SP, Brazil
| | - Enrico Ghizoni
- Division of Neurosurgery, Department of Neurology, University of Campinas, Tessalia Vieira de Camargo St., 126. 13083-887, Campinas, SP, Brazil
- Centro Infantil Boldrini, Campinas, SP, Brazil
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26
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Ciobanu-Caraus O, Czech T, Peyrl A, Haberler C, Kasprian G, Furtner J, Kool M, Sill M, Frischer JM, Cho A, Slavc I, Rössler K, Gojo J, Dorfer C. The Site of Origin of Medulloblastoma: Surgical Observations Correlated to Molecular Groups. Cancers (Basel) 2023; 15:4877. [PMID: 37835571 PMCID: PMC10571892 DOI: 10.3390/cancers15194877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 09/29/2023] [Accepted: 10/03/2023] [Indexed: 10/15/2023] Open
Abstract
Developmental gene expression data from medulloblastoma (MB) suggest that WNT-MB originates from the region of the embryonic lower rhombic lip (LRL), whereas SHH-MB and non-WNT/non-SHH MB arise from cerebellar precursor matrix regions. This study aimed to analyze detailed intraoperative data with regard to the site of origin (STO) and compare these findings with the hypothesized regions of origin associated with the molecular group. A review of the institutional database identified 58 out of 72 pediatric patients who were operated for an MB at our department between 1996 and 2020 that had a detailed operative report and a surgical video as well as clinical and genetic classification data available for analysis. The STO was assessed based on intraoperative findings. Using the intraoperatively defined STO, "correct" prediction of molecular groups was feasible in 20% of WNT-MB, 60% of SHH-MB and 71% of non-WNT/non-SHH MB. The positive predictive values of the neurosurgical inspection to detect the molecular group were 0.21 (95% CI 0.08-0.48) for WNT-MB, 0.86 (95% CI 0.49-0.97) for SHH-MB and 0.73 (95% CI 0.57-0.85) for non-WNT/non-SHH MB. The present study demonstrated a limited predictive value of the intraoperatively observed STO for the prediction of the molecular group of MB.
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Affiliation(s)
- Olga Ciobanu-Caraus
- Department of Neurosurgery, Medical University of Vienna, 1090 Vienna, Austria (T.C.); (A.C.)
| | - Thomas Czech
- Department of Neurosurgery, Medical University of Vienna, 1090 Vienna, Austria (T.C.); (A.C.)
| | - Andreas Peyrl
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, 1090 Vienna, Austria (I.S.)
- Comprehensive Center for Pediatrics and Comprehensive Cancer Center, Medical University of Vienna, 1090 Vienna, Austria
| | - Christine Haberler
- Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, 1090 Vienna, Austria
| | - Gregor Kasprian
- Department of Radiology, Medical University of Vienna, 1090 Vienna, Austria; (G.K.); (J.F.)
| | - Julia Furtner
- Department of Radiology, Medical University of Vienna, 1090 Vienna, Austria; (G.K.); (J.F.)
| | - Marcel Kool
- Hopp Children’s Cancer Center (KiTZ), 69120 Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
- Princess Máxima Center for Pediatric Oncology, 3584 Utrecht, The Netherlands
| | - Martin Sill
- Hopp Children’s Cancer Center (KiTZ), 69120 Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Josa M. Frischer
- Department of Neurosurgery, Medical University of Vienna, 1090 Vienna, Austria (T.C.); (A.C.)
| | - Anna Cho
- Department of Neurosurgery, Medical University of Vienna, 1090 Vienna, Austria (T.C.); (A.C.)
| | - Irene Slavc
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, 1090 Vienna, Austria (I.S.)
- Comprehensive Center for Pediatrics and Comprehensive Cancer Center, Medical University of Vienna, 1090 Vienna, Austria
| | - Karl Rössler
- Department of Neurosurgery, Medical University of Vienna, 1090 Vienna, Austria (T.C.); (A.C.)
- Comprehensive Center for Pediatrics and Comprehensive Cancer Center, Medical University of Vienna, 1090 Vienna, Austria
| | - Johannes Gojo
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, 1090 Vienna, Austria (I.S.)
- Comprehensive Center for Pediatrics and Comprehensive Cancer Center, Medical University of Vienna, 1090 Vienna, Austria
| | - Christian Dorfer
- Department of Neurosurgery, Medical University of Vienna, 1090 Vienna, Austria (T.C.); (A.C.)
- Comprehensive Center for Pediatrics and Comprehensive Cancer Center, Medical University of Vienna, 1090 Vienna, Austria
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27
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Baird LC. AI rapidly diagnoses brain tumours during surgery. Nature 2023; 622:702-703. [PMID: 37848711 DOI: 10.1038/d41586-023-03072-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2023]
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28
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Yang W, Ma W, Huang J, Cai Y, Peng X, Zhao F, Zhang D, Zou Z, Sun H, Qi X, Ge M. Beijing Children's Hospital guidelines on the design and conduction of the first standardized database for medulloblastoma. Metab Brain Dis 2023; 38:2393-2400. [PMID: 37261631 DOI: 10.1007/s11011-023-01233-3] [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: 03/21/2023] [Accepted: 05/09/2023] [Indexed: 06/02/2023]
Abstract
Medulloblastoma (MB) is one of the most common malignant childhood brain tumors (WHO grade IV). Its high degree of malignancy leads to an unsatisfactory prognosis, requiring more precise and personalized treatment in the near future. Multi-omics and artificial intelligence have been playing a significant role in precise medical research, but their implementation needs a large amount of clinical information and biomaterials. For these reasons, it is urgent for current MB researchers to establish a large sample-size database of MB that contains complete clinical data and sufficient biomaterials such as blood, cerebrospinal fluid (CSF), cancer tissue, and urine. Unfortunately, there are few biobanks of pediatric central nervous system (CNS) tumors throughout the world for limited specimens, scarce funds, different standards collecting methods and et cl. Even though, China falls behind western countries in this area. The present research set up a standard workflow to construct the Beijing Children's Hospital Medulloblastoma (BCH-MB) biobank. Clinical data from children with MB and for collecting and storing biomaterials, along with regular follow-up has been collected and recorded in this database. In the future, the BCH-MB biobank could make it possible to validate the promising biomarkers already identified, discover unrevealed MB biomarkers, develop novel therapies, and establish personalized prognostic models for children with MB upon the support of its sufficient data and biomaterials, laying the foundation for individualized therapies of children with MB.
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Affiliation(s)
- Wei Yang
- Department of Neurosurgery, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China
| | - Wenping Ma
- Department of Neurosurgery, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China
| | - Jiansong Huang
- Department of Neurosurgery, Peking University International Hospital, Peking University Health Science Center, Peking University, Beijing, 102200, China
| | - Yingjie Cai
- Department of Neurosurgery, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China
| | - Xiaojiao Peng
- Department of Neurosurgery, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China
| | - Fengmao Zhao
- Department of Neurosurgery, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China
| | - Di Zhang
- Department of Neurosurgery, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China
| | - Zhewei Zou
- Department of Neurosurgery, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China
| | - Hailang Sun
- Department of Neurosurgery, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China.
| | - Xiang Qi
- Department of Neurosurgery, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China.
| | - Ming Ge
- Department of Neurosurgery, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, 100045, China.
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29
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Patel N, Keating G, Solanki GA, Syed HR, Keating RF. Medulloblastomas, CNS embryonal tumors, and cerebellar mutism syndrome: advances in care and future directions. Childs Nerv Syst 2023; 39:2633-2647. [PMID: 37632526 DOI: 10.1007/s00381-023-06112-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: 07/24/2023] [Accepted: 08/01/2023] [Indexed: 08/28/2023]
Abstract
Central nervous system (CNS) embryonal tumors, commonly found in pediatric patients, represent a heterogeneous mix of lesions with an overall poor (though improving) prognosis. Medulloblastomas are by far the most frequently encountered and most widely studied subtype, though others include atypical teratoid/rhabdoid tumors (AT/RTs), embryonal tumor with multilayered rosettes (ETMRs), and CNS neuroblastomas, FOX-R2 activated. The classification, diagnosis, and treatment of these lesions have evolved drastically over the years as their molecular underpinnings have been elucidated. We describe the most recent 2021 WHO Classification system, discuss current understanding of the genetic basis, and demonstrate current thinking in treatment for these highly complex tumors. Since surgical resection continues to remain a mainstay of treatment, preventing and managing surgical complications, especially cerebellar mutism syndrome (CMS), is paramount. We describe the current theories for the etiology of CMS and two centers' experience in mitigating its risks. As our surgical toolbox continues to evolve along with our understanding of these tumors, we hope future patients can benefit from both improved overall survival and quality of life.
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Affiliation(s)
- Nirali Patel
- Department of Neurosurgery, Children's National Hospital, Washington, DC, USA
| | - Gregory Keating
- Department of Neurosurgery, Children's National Hospital, Washington, DC, USA
| | - Guirish A Solanki
- Department of Pediatric Neurosurgery, Birmingham Children's Hospital, Birmingham, UK
| | - Hasan R Syed
- Department of Neurosurgery, Children's National Hospital, Washington, DC, USA.
| | - Robert F Keating
- Department of Neurosurgery, Children's National Hospital, Washington, DC, USA
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30
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Vermeulen C, Pagès-Gallego M, Kester L, Kranendonk MEG, Wesseling P, Verburg N, de Witt Hamer P, Kooi EJ, Dankmeijer L, van der Lugt J, van Baarsen K, Hoving EW, Tops BBJ, de Ridder J. Ultra-fast deep-learned CNS tumour classification during surgery. Nature 2023; 622:842-849. [PMID: 37821699 PMCID: PMC10600004 DOI: 10.1038/s41586-023-06615-2] [Citation(s) in RCA: 33] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 09/06/2023] [Indexed: 10/13/2023]
Abstract
Central nervous system tumours represent one of the most lethal cancer types, particularly among children1. Primary treatment includes neurosurgical resection of the tumour, in which a delicate balance must be struck between maximizing the extent of resection and minimizing risk of neurological damage and comorbidity2,3. However, surgeons have limited knowledge of the precise tumour type prior to surgery. Current standard practice relies on preoperative imaging and intraoperative histological analysis, but these are not always conclusive and occasionally wrong. Using rapid nanopore sequencing, a sparse methylation profile can be obtained during surgery4. Here we developed Sturgeon, a patient-agnostic transfer-learned neural network, to enable molecular subclassification of central nervous system tumours based on such sparse profiles. Sturgeon delivered an accurate diagnosis within 40 minutes after starting sequencing in 45 out of 50 retrospectively sequenced samples (abstaining from diagnosis of the other 5 samples). Furthermore, we demonstrated its applicability in real time during 25 surgeries, achieving a diagnostic turnaround time of less than 90 min. Of these, 18 (72%) diagnoses were correct and 7 did not reach the required confidence threshold. We conclude that machine-learned diagnosis based on low-cost intraoperative sequencing can assist neurosurgical decision-making, potentially preventing neurological comorbidity and avoiding additional surgeries.
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Affiliation(s)
- C Vermeulen
- Oncode Institute, Utrecht, The Netherlands
- Center for Molecular Medicine, UMC Utrecht, Utrecht, The Netherlands
| | - M Pagès-Gallego
- Oncode Institute, Utrecht, The Netherlands
- Center for Molecular Medicine, UMC Utrecht, Utrecht, The Netherlands
| | - L Kester
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - M E G Kranendonk
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - P Wesseling
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
- Department of Pathology, Amsterdam University Medical Centers/VUmc, Amsterdam, The Netherlands
| | - N Verburg
- Department of Neurosurgery, Amsterdam University Medical Centers/VUmc, Amsterdam, The Netherlands
| | - P de Witt Hamer
- Department of Neurosurgery, Amsterdam University Medical Centers/VUmc, Amsterdam, The Netherlands
| | - E J Kooi
- Department of Pathology, Amsterdam University Medical Centers/VUmc, Amsterdam, The Netherlands
| | - L Dankmeijer
- Department of Pathology, Amsterdam University Medical Centers/VUmc, Amsterdam, The Netherlands
- Department of Neurosurgery, Amsterdam University Medical Centers/VUmc, Amsterdam, The Netherlands
| | - J van der Lugt
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - K van Baarsen
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - E W Hoving
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - B B J Tops
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands.
| | - J de Ridder
- Oncode Institute, Utrecht, The Netherlands.
- Center for Molecular Medicine, UMC Utrecht, Utrecht, The Netherlands.
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31
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Neth BJ, Raghunathan A, Kizilbash SH, Uhm JH, Breen WG, Johnson DR, Daniels DJ, Sener U, Carabenciov ID, Campian JL, Khatua S, Mahajan A, Ruff MW. Management and Long-term Outcomes of Adults With Medulloblastoma: A Single-Center Experience. Neurology 2023; 101:e1256-e1271. [PMID: 37524533 PMCID: PMC10516280 DOI: 10.1212/wnl.0000000000207631] [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: 10/26/2022] [Accepted: 05/30/2023] [Indexed: 08/02/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Medulloblastomas are embryonal tumors predominantly affecting children. Recognition of molecularly defined subgroups has advanced management. Factors influencing the management and prognosis of adult patients with medulloblastoma remains poorly understood. METHODS We examined the management, prognostic factors, and, when possible, molecular subgroup differences (subset) in adult patients (aged 18 years or older) with medulloblastoma from our center (specialty Neuro-Oncology clinic within a large academic practice) diagnosed between 1992 and 2020. Molecular subtyping corresponding to the 2021 WHO Classification was performed. Kaplan-Meier estimates (with log-rank test) were performed for univariate survival analysis with Cox regression used for multivariate analyses. RESULTS We included 76 adult patients with medulloblastoma (62% male), with a median age of 32 years at diagnosis (range: 18-66) and median follow-up of 7.7 years (range: 0.6-27). A subset of 58 patients had molecular subgroup characterization-37 SHH-activated, 12 non-WNT/non-SHH, and 9 WNT-activated. Approximately 67% underwent gross total resection, 75% received chemotherapy at diagnosis, and 97% received craniospinal irradiation with boost. The median overall survival (OS) for the whole cohort was 14.8 years. The 2-, 5-, and 10-year OS rates were 93% (95% CI 88-99), 86% (78-94), and 64% (53-78), respectively. Survival was longer for younger patients (aged 30 years or older: 9.9 years; younger than 30 years: estimated >15.4 years; log-rank p < 0.001). There was no survival difference by molecular subgroup or extent of resection. Only age at diagnosis remained significant in multivariate survival analyses. DISCUSSION We report one of the largest retrospective cohorts in adult patients with medulloblastoma with molecular subtyping. Survival and molecular subgroup frequencies were similar to prior reports. Survival was better for adult patients younger than 30 years at diagnosis and was not significantly different by molecular subgroup or management characteristics (extent of resection, RT characteristics, or chemotherapy timing or regimen).
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Affiliation(s)
- Bryan J Neth
- From the Departments of Neurology (B.J.N., J.H.U., D.R.J., U.S., I.D.C., M.W.R.), Pathology (A.R.), Medical Oncology (S.H.K., J.H.U., U.S., I.D.C., J.L.C., M.W.R.), Radiation Oncology (W.G.B., A.M.), Radiology (D.R.J.), Neurosurgery (D.J.D.), and Pediatrics (S.K.), Mayo Clinic, Rochester, MN
| | - Aditya Raghunathan
- From the Departments of Neurology (B.J.N., J.H.U., D.R.J., U.S., I.D.C., M.W.R.), Pathology (A.R.), Medical Oncology (S.H.K., J.H.U., U.S., I.D.C., J.L.C., M.W.R.), Radiation Oncology (W.G.B., A.M.), Radiology (D.R.J.), Neurosurgery (D.J.D.), and Pediatrics (S.K.), Mayo Clinic, Rochester, MN
| | - Sani H Kizilbash
- From the Departments of Neurology (B.J.N., J.H.U., D.R.J., U.S., I.D.C., M.W.R.), Pathology (A.R.), Medical Oncology (S.H.K., J.H.U., U.S., I.D.C., J.L.C., M.W.R.), Radiation Oncology (W.G.B., A.M.), Radiology (D.R.J.), Neurosurgery (D.J.D.), and Pediatrics (S.K.), Mayo Clinic, Rochester, MN
| | - Joon H Uhm
- From the Departments of Neurology (B.J.N., J.H.U., D.R.J., U.S., I.D.C., M.W.R.), Pathology (A.R.), Medical Oncology (S.H.K., J.H.U., U.S., I.D.C., J.L.C., M.W.R.), Radiation Oncology (W.G.B., A.M.), Radiology (D.R.J.), Neurosurgery (D.J.D.), and Pediatrics (S.K.), Mayo Clinic, Rochester, MN
| | - William G Breen
- From the Departments of Neurology (B.J.N., J.H.U., D.R.J., U.S., I.D.C., M.W.R.), Pathology (A.R.), Medical Oncology (S.H.K., J.H.U., U.S., I.D.C., J.L.C., M.W.R.), Radiation Oncology (W.G.B., A.M.), Radiology (D.R.J.), Neurosurgery (D.J.D.), and Pediatrics (S.K.), Mayo Clinic, Rochester, MN
| | - Derek R Johnson
- From the Departments of Neurology (B.J.N., J.H.U., D.R.J., U.S., I.D.C., M.W.R.), Pathology (A.R.), Medical Oncology (S.H.K., J.H.U., U.S., I.D.C., J.L.C., M.W.R.), Radiation Oncology (W.G.B., A.M.), Radiology (D.R.J.), Neurosurgery (D.J.D.), and Pediatrics (S.K.), Mayo Clinic, Rochester, MN
| | - David J Daniels
- From the Departments of Neurology (B.J.N., J.H.U., D.R.J., U.S., I.D.C., M.W.R.), Pathology (A.R.), Medical Oncology (S.H.K., J.H.U., U.S., I.D.C., J.L.C., M.W.R.), Radiation Oncology (W.G.B., A.M.), Radiology (D.R.J.), Neurosurgery (D.J.D.), and Pediatrics (S.K.), Mayo Clinic, Rochester, MN
| | - Ugur Sener
- From the Departments of Neurology (B.J.N., J.H.U., D.R.J., U.S., I.D.C., M.W.R.), Pathology (A.R.), Medical Oncology (S.H.K., J.H.U., U.S., I.D.C., J.L.C., M.W.R.), Radiation Oncology (W.G.B., A.M.), Radiology (D.R.J.), Neurosurgery (D.J.D.), and Pediatrics (S.K.), Mayo Clinic, Rochester, MN
| | - Ivan D Carabenciov
- From the Departments of Neurology (B.J.N., J.H.U., D.R.J., U.S., I.D.C., M.W.R.), Pathology (A.R.), Medical Oncology (S.H.K., J.H.U., U.S., I.D.C., J.L.C., M.W.R.), Radiation Oncology (W.G.B., A.M.), Radiology (D.R.J.), Neurosurgery (D.J.D.), and Pediatrics (S.K.), Mayo Clinic, Rochester, MN
| | - Jian L Campian
- From the Departments of Neurology (B.J.N., J.H.U., D.R.J., U.S., I.D.C., M.W.R.), Pathology (A.R.), Medical Oncology (S.H.K., J.H.U., U.S., I.D.C., J.L.C., M.W.R.), Radiation Oncology (W.G.B., A.M.), Radiology (D.R.J.), Neurosurgery (D.J.D.), and Pediatrics (S.K.), Mayo Clinic, Rochester, MN
| | - Soumen Khatua
- From the Departments of Neurology (B.J.N., J.H.U., D.R.J., U.S., I.D.C., M.W.R.), Pathology (A.R.), Medical Oncology (S.H.K., J.H.U., U.S., I.D.C., J.L.C., M.W.R.), Radiation Oncology (W.G.B., A.M.), Radiology (D.R.J.), Neurosurgery (D.J.D.), and Pediatrics (S.K.), Mayo Clinic, Rochester, MN
| | - Anita Mahajan
- From the Departments of Neurology (B.J.N., J.H.U., D.R.J., U.S., I.D.C., M.W.R.), Pathology (A.R.), Medical Oncology (S.H.K., J.H.U., U.S., I.D.C., J.L.C., M.W.R.), Radiation Oncology (W.G.B., A.M.), Radiology (D.R.J.), Neurosurgery (D.J.D.), and Pediatrics (S.K.), Mayo Clinic, Rochester, MN
| | - Michael W Ruff
- From the Departments of Neurology (B.J.N., J.H.U., D.R.J., U.S., I.D.C., M.W.R.), Pathology (A.R.), Medical Oncology (S.H.K., J.H.U., U.S., I.D.C., J.L.C., M.W.R.), Radiation Oncology (W.G.B., A.M.), Radiology (D.R.J.), Neurosurgery (D.J.D.), and Pediatrics (S.K.), Mayo Clinic, Rochester, MN.
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Hartley R, Phoenix TN. MYC Promotes Aggressive Growth and Metastasis of a WNT-Medulloblastoma Mouse Model. Dev Neurosci 2023; 46:167-178. [PMID: 37544301 DOI: 10.1159/000533270] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 07/24/2023] [Indexed: 08/08/2023] Open
Abstract
Medulloblastoma (MB), the most common malignant pediatric brain tumor, comprises four molecularly and clinically distinct subgroups (termed WNT, SHH, group 3, and group 4). Prognosis varies based on genetic and pathological features associated with each molecular subgroup. WNT-MB, considered low-risk, is rarely metastatic and contains activating mutations in CTNNB1; group 3-MB (GRP3-MB), commonly classified as high-risk, is frequently metastatic and can contain genomic alterations, resulting in elevated MYC expression. Here, we compare model systems of low-risk WNT-MB and high-risk GRP3-MB to identify tumor and microenvironment interactions that could contribute to features associated with prognosis. Compared to GRP3-MB, we find that WNT-MB is enriched in gene sets related to extracellular matrix (ECM) regulation and cellular adhesion. Exogenous expression of MycT58A in a murine WNT-MB model significantly accelerates growth and results in metastatic disease. In addition to decreased ECM regulation and cell adhesion pathways, we also identified immune system interactions among the top downregulated signaling pathways following MycT58A expression. Taken together, our data provide evidence that increased Myc signaling can promote the growth and metastasis in a murine model of WNT-MB.
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Affiliation(s)
- Rachel Hartley
- Division of Pharmaceutical Sciences, James L. Winkle College of Pharmacy, University of Cincinnati, Cincinnati, Ohio, USA
| | - Timothy N Phoenix
- Division of Pharmaceutical Sciences, James L. Winkle College of Pharmacy, University of Cincinnati, Cincinnati, Ohio, USA
- Research in Patient Services, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
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33
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Perillo T, de Giorgi M, Papace UM, Serino A, Cuocolo R, Manto A. Current role of machine learning and radiogenomics in precision neuro-oncology. EXPLORATION OF TARGETED ANTI-TUMOR THERAPY 2023; 4:545-555. [PMID: 37720347 PMCID: PMC10501892 DOI: 10.37349/etat.2023.00151] [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: 12/20/2022] [Accepted: 04/20/2023] [Indexed: 09/19/2023] Open
Abstract
In the past few years, artificial intelligence (AI) has been increasingly used to create tools that can enhance workflow in medicine. In particular, neuro-oncology has benefited from the use of AI and especially machine learning (ML) and radiogenomics, which are subfields of AI. ML can be used to develop algorithms that dynamically learn from available medical data in order to automatically do specific tasks. On the other hand, radiogenomics can identify relationships between tumor genetics and imaging features, thus possibly giving new insights into the pathophysiology of tumors. Therefore, ML and radiogenomics could help treatment tailoring, which is crucial in personalized neuro-oncology. The aim of this review is to illustrate current and possible future applications of ML and radiomics in neuro-oncology.
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Affiliation(s)
- Teresa Perillo
- Department of Neuroradiology, “Umberto I” Hospital, 84014 Norcera Inferiore, Italy
| | - Marco de Giorgi
- Department of Advanced Biomedical Sciences, University of Naples “Federico II”, 80138 Naples, Italy
| | - Umberto Maria Papace
- Department of Advanced Biomedical Sciences, University of Naples “Federico II”, 80138 Naples, Italy
| | - Antonietta Serino
- Department of Neuroradiology, “Umberto I” Hospital, 84014 Norcera Inferiore, Italy
| | - Renato Cuocolo
- Department of Medicine, Surgery, and Dentistry, University of Salerno, 84084 Fisciano, Italy
| | - Andrea Manto
- Department of Neuroradiology, “Umberto I” Hospital, 84014 Norcera Inferiore, Italy
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Osuna-Marco MP, Martín-López LI, Tejera ÁM, López-Ibor B. Questions and answers in the management of children with medulloblastoma over the time. How did we get here? A systematic review. Front Oncol 2023; 13:1229853. [PMID: 37456257 PMCID: PMC10340518 DOI: 10.3389/fonc.2023.1229853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 06/13/2023] [Indexed: 07/18/2023] Open
Abstract
Introduction Treatment of children with medulloblastoma (MB) includes surgery, radiation therapy (RT) and chemotherapy (CT). Several treatment protocols and clinical trials have been developed over the time to maximize survival and minimize side effects. Methods We performed a systematic literature search in May 2023 using PubMed. We selected all clinical trials articles and multicenter studies focusing on MB. We excluded studies focusing exclusively on infants, adults, supratentorial PNETs or refractory/relapsed tumors, studies involving different tumors or different types of PNETs without differentiating survival, studies including <10 cases of MB, solely retrospective studies and those without reference to outcome and/or side effects after a defined treatment. Results 1. The main poor-prognosis factors are: metastatic disease, anaplasia, MYC amplification, age younger than 36 months and some molecular subgroups. The postoperative residual tumor size is controversial.2. MB is a collection of diseases.3. MB is a curable disease at diagnosis, but survival is scarce upon relapse.4. Children should be treated by experienced neurosurgeons and in advanced centers.5. RT is an essential treatment for MB. It should be administered craniospinal, early and without interruptions.6. Craniospinal RT dose could be lowered in some low-risk patients, but these reductions should be done with caution to avoid relapses.7. Irradiation of the tumor area instead of the entire posterior fossa is safe enough.8. Hyperfractionated RT is not superior to conventional RT9. Both photon and proton RT are effective.10. CT increases survival, especially in high-risk patients.11. There are multiple drugs effective in MB. The combination of different drugs is appropriate management.12. CT should be administered after RT.13. The specific benefit of concomitant CT to RT is unknown.14. Intensified CT with stem cell rescue has no benefit compared to standard CT regimens.15. The efficacy of intraventricular/intrathecal CT is controversial.16. We should start to think about incorporating targeted therapies in front-line treatment.17. Survivors of MB still have significant side effects. Conclusion Survival rates of MB improved greatly from 1940-1970, but since then the improvement has been smaller. We should consider introducing targeted therapy as front-line therapy.
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Affiliation(s)
- Marta P. Osuna-Marco
- Pediatric Oncology Unit, Centro Integral Oncológico Clara Campal (CIOCC), Hospital Universitario HM Montepríncipe, HM Hospitales, Madrid, Spain
- Faculty of Experimental Sciences, Universidad Francisco de Vitoria, Madrid, Spain
| | - Laura I. Martín-López
- Pediatric Oncology Unit, Centro Integral Oncológico Clara Campal (CIOCC), Hospital Universitario HM Montepríncipe, HM Hospitales, Madrid, Spain
| | - Águeda M. Tejera
- Faculty of Experimental Sciences, Universidad Francisco de Vitoria, Madrid, Spain
| | - Blanca López-Ibor
- Pediatric Oncology Unit, Centro Integral Oncológico Clara Campal (CIOCC), Hospital Universitario HM Montepríncipe, HM Hospitales, Madrid, Spain
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Peng Y, Ren Y, Huang B, Tang J, Jv Y, Mao Q, Liu Y, Lei Y, Zhang Y. A validated prognostic nomogram for patients with H3 K27M-mutant diffuse midline glioma. Sci Rep 2023; 13:9970. [PMID: 37340065 DOI: 10.1038/s41598-023-37078-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 06/15/2023] [Indexed: 06/22/2023] Open
Abstract
H3 K27M-mutant diffuse midline glioma (H3 K27M-mt DMG) is a rare, highly invasive tumor with a poor prognosis. The prognostic factors of H3 K27M-mt DMG have not been fully identified, and there is no clinical prediction model for it. This study aimed to develop and validate a prognostic model for predicting the probability of survival in patients with H3 K27M-mt DMG. Patients diagnosed with H3 K27M-mt DMG in the West China Hospital from January 2016 to August 2021 were included. Cox proportional hazard regression was used for survival assessment, with adjustment for known prognostic factors. The final model was established using the patient data of our center as the training cohort and data from other centers for external independent verification. One hundred and five patients were ultimately included in the training cohort, and 43 cases from another institution were used as the validation cohort. The factors influencing survival probability in the prediction model included age, preoperative KPS score, radiotherapy and Ki-67 expression level. The adjusted consistency indices of the Cox regression model in internal bootstrap validation at 6, 12, and 18 months were 0.776, 0.766, and 0.764, respectively. The calibration chart showed high consistency between the predicted and observed results. The discrimination in external verification was 0.785, and the calibration curve showed good calibration ability. We identified the risk factors that affect the prognosis of H3 K27M-mt DMG patients and then established and validated a diagnostic model for predicting the survival probability of these patients.
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Affiliation(s)
- Youheng Peng
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Yanming Ren
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Bowen Huang
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Jun Tang
- College of Electronics and Information Engineering, Sichuan University, No. 24, South Section 1, First Ring Road, Chengdu, 610041, Sichuan, People's Republic of China
| | - Yan Jv
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Qing Mao
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Yanhui Liu
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Yinjie Lei
- College of Electronics and Information Engineering, Sichuan University, No. 24, South Section 1, First Ring Road, Chengdu, 610041, Sichuan, People's Republic of China.
| | - Yuekang Zhang
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China.
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Ntenti C, Lallas K, Papazisis G. Clinical, Histological, and Molecular Prognostic Factors in Childhood Medulloblastoma: Where Do We Stand? Diagnostics (Basel) 2023; 13:diagnostics13111915. [PMID: 37296767 DOI: 10.3390/diagnostics13111915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 05/26/2023] [Accepted: 05/28/2023] [Indexed: 06/12/2023] Open
Abstract
Medulloblastomas, highly aggressive neoplasms of the central nervous system (CNS) that present significant heterogeneity in clinical presentation, disease course, and treatment outcomes, are common in childhood. Moreover, patients who survive may be diagnosed with subsequent malignancies during their life or could develop treatment-related medical conditions. Genetic and transcriptomic studies have classified MBs into four subgroups: wingless type (WNT), Sonic Hedgehog (SHH), Group 3, and Group 4, with distinct histological and molecular profiles. However, recent molecular findings resulted in the WHO updating their guidelines and stratifying medulloblastomas into further molecular subgroups, changing the clinical stratification and treatment management. In this review, we discuss most of the histological, clinical, and molecular prognostic factors, as well the feasibility of their application, for better characterization, prognostication, and treatment of medulloblastomas.
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Affiliation(s)
- Charikleia Ntenti
- First Department of Pharmacology, School of Medicine, Aristotle University of Thessaloniki, 54621 Thessaloniki, Greece
| | - Konstantinos Lallas
- Department of Medical Oncology, School of Medicine, Aristotle University of Thessaloniki, 54621 Thessaloniki, Greece
| | - Georgios Papazisis
- Clinical Research Unit, Special Unit for Biomedical Research and Education (BRESU), School of Medicine, Aristotle University of Thessaloniki, 54621 Thessaloniki, Greece
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Karabacak M, Ozkara BB, Ozturk A, Kaya B, Cirak Z, Orak E, Ozcan Z. Radiomics-based machine learning models for prediction of medulloblastoma subgroups: a systematic review and meta-analysis of the diagnostic test performance. Acta Radiol 2023; 64:1994-2003. [PMID: 36510435 DOI: 10.1177/02841851221143496] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Medulloblastomas are a major cause of cancer-related mortality in the pediatric population. Four molecular groups have been identified, and these molecular groups drive risk stratification, prognostic modeling, and the development of novel treatment modalities. It has been demonstrated that radiomics-based machine learning (ML) models are effective at predicting the diagnosis, molecular class, and grades of CNS tumors. PURPOSE To assess radiomics-based ML models' diagnostic performance in predicting medulloblastoma subgroups and the methodological quality of the studies. MATERIAL AND METHODS A comprehensive literature search was performed on PubMed; the last search was conducted on 1 May 2022. Studies that predicted all four medulloblastoma subgroups in patients with histopathologically confirmed medulloblastoma and reporting area under the curve (AUC) values were included in the study. The quality assessments were conducted according to the Quality Assessment of Diagnostic Accuracy Studies-2 (QUADAS-2) and Checklist for Artificial Intelligence in Medical Imaging (CLAIM). A meta-analysis of radiomics-based ML studies' diagnostic performance for the preoperative evaluation of medulloblastoma subgrouping was performed. RESULTS Five studies were included in this meta-analysis. Regarding patient selection, two studies indicated an unclear risk of bias according to the QUADAS-2. The five studies had an average CLAIM score and compliance score of 23.2 and 0.57, respectively. The meta-analysis showed pooled AUCs of 0.88, 0.82, 0.83, and 0.88 for WNT, SHH, group 3, and group 4 for classification, respectively. CONCLUSION Radiomics-based ML studies have good classification performance in predicting medulloblastoma subgroups, with AUCs >0.80 in every subgroup. To be applied to clinical practice, they need methodological quality improvement and stability.
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Affiliation(s)
- Mert Karabacak
- Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpasa, Fatih, Istanbul, Turkey
| | - Burak Berksu Ozkara
- Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpasa, Fatih, Istanbul, Turkey
| | - Admir Ozturk
- Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpasa, Fatih, Istanbul, Turkey
| | - Busra Kaya
- Faculty of Medicine, Istanbul Altinbas University, Bakirkoy, Istanbul, Turkey
| | - Zeynep Cirak
- Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpasa, Fatih, Istanbul, Turkey
| | - Ece Orak
- Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpasa, Fatih, Istanbul, Turkey
| | - Zeynep Ozcan
- Cerrahpasa Faculty of Medicine, Istanbul University-Cerrahpasa, Fatih, Istanbul, Turkey
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Ligon J, Sayour E. Spotlighting cellular therapies to advance the treatment of medulloblastoma. Neuro Oncol 2023; 25:628-630. [PMID: 36629263 PMCID: PMC10076934 DOI: 10.1093/neuonc/noad005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Indexed: 01/12/2023] Open
Affiliation(s)
- John A Ligon
- Department of Pediatrics, Division of Hematology/Oncology, University of
Florida, Gainesville, FL, USA
| | - Elias J Sayour
- Department of Neurosurgery, University of Florida, Preston A. Wells, Jr.
Center for Brain Tumor Therapy, Gainesville, FL,
USA
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Gorini F, Miceli M, de Antonellis P, Amente S, Zollo M, Ferrucci V. Epigenetics and immune cells in medulloblastoma. Front Genet 2023; 14:1135404. [PMID: 36968588 PMCID: PMC10036437 DOI: 10.3389/fgene.2023.1135404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Accepted: 02/27/2023] [Indexed: 03/12/2023] Open
Abstract
Medulloblastoma (MB) is a highly malignant childhood tumor of the cerebellum. Transcriptional and epigenetic signatures have classified MB into four molecular subgroups, further stratified into biologically different subtypes with distinct somatic copy-number aberrations, driver genes, epigenetic alterations, activated pathways, and clinical outcomes. The brain tumor microenvironment (BTME) is of importance to regulate a complex network of cells, including immune cells, involved in cancer progression in brain malignancies. MB was considered with a “cold” immunophenotype due to the low influx of immune cells across the blood brain barrier (BBB). Recently, this assumption has been reconsidered because of the identification of infiltrating immune cells showing immunosuppressive phenotypes in the BTME of MB tumors. Here, we are providing a comprehensive overview of the current status of epigenetics alterations occurring during cancer progression with a description of the genomic landscape of MB by focusing on immune cells within the BTME. We further describe how new immunotherapeutic approaches could influence concurring epigenetic mechanisms of the immunosuppressive cells in BTME. In conclusion, the modulation of these molecular genetic complexes in BTME during cancer progression might enhance the therapeutic benefit, thus firing new weapons to fight MB.
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Affiliation(s)
- Francesca Gorini
- Department of Molecular Medicine and Medical Biotechnology (DMMBM), University of Naples, Naples, Italy
| | - Marco Miceli
- CEINGE Biotecnologie Avanzate “Franco Salvatore”, Naples, Italy
| | - Pasqualino de Antonellis
- Department of Molecular Medicine and Medical Biotechnology (DMMBM), University of Naples, Naples, Italy
| | - Stefano Amente
- Department of Molecular Medicine and Medical Biotechnology (DMMBM), University of Naples, Naples, Italy
| | - Massimo Zollo
- Department of Molecular Medicine and Medical Biotechnology (DMMBM), University of Naples, Naples, Italy
- CEINGE Biotecnologie Avanzate “Franco Salvatore”, Naples, Italy
- DAI Medicina di Laboratorio e Trasfusionale, ‘AOU Federico II Policlinico, Naples, Italy
| | - Veronica Ferrucci
- Department of Molecular Medicine and Medical Biotechnology (DMMBM), University of Naples, Naples, Italy
- CEINGE Biotecnologie Avanzate “Franco Salvatore”, Naples, Italy
- *Correspondence: Veronica Ferrucci,
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Funakoshi Y, Sugihara Y, Uneda A, Nakashima T, Suzuki H. Recent advances in the molecular understanding of medulloblastoma. Cancer Sci 2023; 114:741-749. [PMID: 36520034 PMCID: PMC9986075 DOI: 10.1111/cas.15691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 11/25/2022] [Accepted: 12/08/2022] [Indexed: 12/23/2022] Open
Abstract
Medulloblastoma is the most common pediatric malignant brain tumor composed of four molecular subgroups. Recent intensive genomics has greatly contributed to our understanding of medulloblastoma pathogenesis. Sequencing studies identified novel mutations involved in the cyclic AMP-dependent pathway or RNA processing in the Sonic Hedgehog (SHH) subgroup, and core-binding factor subunit alpha (CBFA) complex in the group 4 subgroup. Likewise, single-cell sequencing provided detailed insights into the cell of origin associated with brain development. In this review, we will summarize recent findings by sequencing analyses for medulloblastoma.
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Affiliation(s)
- Yusuke Funakoshi
- Division of Brain Tumor Translational Research, National Cancer Center Research Institute, Chuo-ku, Japan
| | - Yuriko Sugihara
- Division of Brain Tumor Translational Research, National Cancer Center Research Institute, Chuo-ku, Japan
| | - Atsuhito Uneda
- Division of Brain Tumor Translational Research, National Cancer Center Research Institute, Chuo-ku, Japan
| | - Takuma Nakashima
- Division of Brain Tumor Translational Research, National Cancer Center Research Institute, Chuo-ku, Japan
| | - Hiromichi Suzuki
- Division of Brain Tumor Translational Research, National Cancer Center Research Institute, Chuo-ku, Japan
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CD155 is a putative therapeutic target in medulloblastoma. Clin Transl Oncol 2023; 25:696-705. [PMID: 36301489 DOI: 10.1007/s12094-022-02975-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 10/05/2022] [Indexed: 10/31/2022]
Abstract
BACKGROUND Medulloblastoma is the most common pediatric malignant brain tumor, consisting of four molecular subgroups (WNT, SHH, Group 3, Group 4) and 12 subtypes. Expression of the cell surface poliovirus receptor (PVR), CD155, is necessary for entry of the viral immunotherapeutic agent, PVSRIPO, a polio:rhinovirus chimera. CD155, physiologically expressed in the mononuclear phagocytic system, is widely expressed ectopically in solid tumors. The objective of this study is to elucidate CD155 expression as both a receptor for PVSRIPO and a therapeutic target in medulloblastoma. METHODS PVR mRNA expression was determined in several patient cohorts and human medulloblastoma cell lines. Patient samples were also analyzed for CD155 expression using immunohistochemistry and cell lines were analyzed using Western Blots. CD155 was blocked using a monoclonal antibody and cell viability, invasion, and migration were assessed. RESULTS AND DISCUSSION PVR mRNA expression was highest in the WNT subgroup and lowest in Group 4. PVR expression in the subgroups of medulloblastoma were similar to other pediatric brain and non-brain tumors. PVR expression was largely not associated with subgroup or subtype. Neither PVR protein expression intensity nor frequency were associated with overall survival. PVR expression was elevated in Group 3 patients with metastases but there was no difference in paired primary and metastatic medulloblastoma. Blocking PVR resulted in dose-dependent cell death, decreased invasion in vitro, and modestly inhibited cell migration. CONCLUSIONS CD155 is expressed across medulloblastoma subgroups and subtypes. Blocking CD155 results in cell death and decreased cellular invasion. This study provides rationale for CD155-targeting agents including PVSRIPO and antibody-mediated blockade of CD155.
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Contenti J, Bost F, Mazure NM. [Medulloblastoma: The latest major advances]. Bull Cancer 2023; 110:412-423. [PMID: 36822958 DOI: 10.1016/j.bulcan.2023.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 01/23/2023] [Accepted: 02/03/2023] [Indexed: 02/23/2023]
Abstract
Medulloblastoma (MB) is a malignant brain tumor that mainly affects children. It is rarely found in adults. Among the four groups of MB defined today according to molecular characteristics, group 3 is the least favorable with an overall survival rate of 50 %. Current treatments, based on surgery, radiotherapy, and chemotherapy, are not sufficiently adapted to the different characteristics of the four MB groups. However, the use of new cellular and animal models has opened new doors to interesting therapeutic avenues. In this review, we detail recent advances in MB research, with a focus on the genes and pathways that drive tumorigenesis, with particular emphasis on the animal models that have been developed to study tumor biology, as well as advances in new targeted therapies.
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Affiliation(s)
- Julie Contenti
- Université Côte d'Azur, C3M, Inserm U1065, 151, route de Saint-Antoine-de-Ginestière, BP2 3194, 06204 Nice cedex 03, France; CHU de Nice, 30, voie Romaine, 06000 Nice, France.
| | - Frédéric Bost
- Université Côte d'Azur, C3M, Inserm U1065, 151, route de Saint-Antoine-de-Ginestière, BP2 3194, 06204 Nice cedex 03, France
| | - Nathalie M Mazure
- Université Côte d'Azur, C3M, Inserm U1065, 151, route de Saint-Antoine-de-Ginestière, BP2 3194, 06204 Nice cedex 03, France.
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Fisher PG. When Can We Retire 3,600 cGy Craniospinal Irradiation in Medulloblastoma? J Clin Oncol 2023; 41:2323-2325. [PMID: 36753694 DOI: 10.1200/jco.23.00008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/10/2023] Open
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Sletvold TP, Boland S, Schipmann S, Mahesparan R. Quality indicators for evaluating the 30-day postoperative outcome in pediatric brain tumor surgery: a 10-year single-center study and systematic review of the literature. J Neurosurg Pediatr 2023; 31:109-123. [PMID: 36401544 DOI: 10.3171/2022.10.peds22308] [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: 07/31/2022] [Accepted: 10/12/2022] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Surgery is the cornerstone in the management of pediatric brain tumors. To provide safe and effective health services, quantifying and evaluating quality of care are important. To do this, there is a need for universal measures in the form of indicators reflecting quality of the delivered care. The objective of this study was to analyze currently applied quality indicators in pediatric brain tumor surgery and identify factors associated with poor outcome at a tertiary neurosurgical referral center in western Norway. METHODS All patients younger than 18 years of age who underwent surgery for an intracranial tumor at the Department of Neurosurgery at Haukeland University Hospital in Bergen, Norway, between 2009 and 2020 were included. The primary outcomes of interest were classic quality indicators: 30-day readmission, 30-day reoperation, 30-day mortality, 30-day nosocomial infection, and 30-day surgical site infection (SSI) rates; and length of stay. The secondary aim was the identification of risk factors related to unfavorable outcome. The authors also conducted a systematic literature review. Articles concerning pediatric brain tumor surgery reporting at least two quality indicators were of interest. RESULTS The authors included 82 patients aged 0-17 years. The 30-day outcomes for unplanned reoperation, unplanned remission, mortality, nosocomial infection, and SSI were 9.8%, 14.6%, 0%, 6.1%, and 3.7%, respectively. Unplanned reoperation was associated with eloquent localization (p = 0.009), primary emergency surgery (p = 0.003), and CSF diversion procedures (p = 0.002). Greater tumor volume was associated with unplanned readmission (p = 0.008), nosocomial infection (p = 0.004), and CSF leakage (p = 0.005). In the systematic review, after full-text screening, 16 articles were included and provided outcome data for 1856 procedures. Overall, the 30-day mortality rate was low, varying from 0% to 9.3%. The 30-day reoperation rate varied from 1.5% to 12%. The SSI rate ranged between 0% and 3.9%, and 0% to 17.4% of patients developed CSF leakage. Four studies reported infratentorial tumor location as a risk factor for postoperative CSF leakage. CONCLUSIONS The 30-day outcomes in the authors' department were comparable to published outcomes. The most relevant factors related to unfavorable outcomes are tumor volume and location, both of which are not modifiable by the surgeon. This highlights the importance of risk adjustment. This evaluation of quality indicators reveals concerns related to the unclear and nonstandardized definitions of outcomes. Standardized outcome definitions and documentation in a large and multicentric database are needed in the future for further evaluation of quality indicators.
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Affiliation(s)
| | - Solveig Boland
- 1Department of Clinical Medicine, University of Bergen; and
| | | | - Rupavatana Mahesparan
- 1Department of Clinical Medicine, University of Bergen; and
- 2Department of Neurosurgery, Haukeland University Hospital, Bergen, Norway
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Cai J, Wang Y, Wang X, Ai Z, Li T, Pu X, Yang X, Yao Y, He J, Cheng SY, Yu T, Liu C, Yue S. AMPK attenuates SHH subgroup medulloblastoma growth and metastasis by inhibiting NF-κB activation. Cell Biosci 2023; 13:15. [PMID: 36683064 PMCID: PMC9867863 DOI: 10.1186/s13578-023-00963-2] [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: 09/16/2022] [Accepted: 01/13/2023] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Medulloblastoma (MB) is one of the most common malignant pediatric brain tumors. Metastasis and relapse are the leading causes of death in MB patients. The initiation of the SHH subgroup of MB (SHH-MB) is due to the aberrant activation of Sonic Hedgehog (Shh) signaling. However, the mechanisms for its metastasis are still unknown. RESULTS AMP-dependent protein kinase (AMPK) restrains the activation of Shh signaling pathway, thereby impeding the proliferation of SHH-MB cells. More importantly, AMPK also hinders the growth and metastasis of SHH-MB cells by regulating NF-κB signaling pathway. Furthermore, Vismodegib and TPCA-1, which block the Shh and NF-κB pathways, respectively, synergistically restrained the growth, migration, and invasion of SHH-MB cells. CONCLUSIONS This work demonstrates that AMPK functions through two signaling pathways, SHH-GLI1 and NF-κB. AMPK-NF-κB axis is a potential target for molecular therapy of SHH-MB, and the combinational blockade of NF-κB and Shh pathways confers synergy for SHH-MB therapy.
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Affiliation(s)
- Jing Cai
- grid.89957.3a0000 0000 9255 8984Department of Medical Genetics, Jiangsu Key Laboratory of Xenotransplantation, Nanjing Medical University, Nanjing, 211166 China
| | - Yue Wang
- grid.89957.3a0000 0000 9255 8984Department of Medical Genetics, Jiangsu Key Laboratory of Xenotransplantation, Nanjing Medical University, Nanjing, 211166 China
| | - Xinfa Wang
- grid.452511.6Department of Neurosurgery, Children’s Hospital of Nanjing Medical University, Nanjing, 210093 China
| | - Zihe Ai
- grid.89957.3a0000 0000 9255 8984Department of Medical Genetics, Jiangsu Key Laboratory of Xenotransplantation, Nanjing Medical University, Nanjing, 211166 China
| | - Tianyuan Li
- grid.89957.3a0000 0000 9255 8984Department of Medical Genetics, Jiangsu Key Laboratory of Xenotransplantation, Nanjing Medical University, Nanjing, 211166 China
| | - Xiaohong Pu
- grid.428392.60000 0004 1800 1685Departments of Pathology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, 210008 China
| | - Xin Yang
- grid.89957.3a0000 0000 9255 8984Department of Medical Genetics, Jiangsu Key Laboratory of Xenotransplantation, Nanjing Medical University, Nanjing, 211166 China
| | - Yixing Yao
- Department of Pathology, Suzhou Ninth People’s Hospital, Suzhou, 215200 China
| | - Junping He
- grid.452511.6Department of Neurosurgery, Children’s Hospital of Nanjing Medical University, Nanjing, 210093 China
| | - Steven Y. Cheng
- grid.89957.3a0000 0000 9255 8984Department of Medical Genetics, Jiangsu Key Laboratory of Xenotransplantation, Nanjing Medical University, Nanjing, 211166 China ,grid.89957.3a0000 0000 9255 8984Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, 211166 China
| | - Tingting Yu
- grid.89957.3a0000 0000 9255 8984Department of Medical Genetics, Jiangsu Key Laboratory of Xenotransplantation, Nanjing Medical University, Nanjing, 211166 China
| | - Chen Liu
- grid.89957.3a0000 0000 9255 8984Department of Medical Genetics, Jiangsu Key Laboratory of Xenotransplantation, Nanjing Medical University, Nanjing, 211166 China
| | - Shen Yue
- grid.89957.3a0000 0000 9255 8984Department of Medical Genetics, Jiangsu Key Laboratory of Xenotransplantation, Nanjing Medical University, Nanjing, 211166 China ,grid.89957.3a0000 0000 9255 8984Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, 211166 China
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Jaruthien T, Nantavithya C, Santisukwongchote S, Shuangshoti S, Techavichit P, Sosothikul D, Amornfa J, Shotelersuk K. Postoperative radiotherapy timing, molecular subgroups and treatment outcomes of Thai pediatric patients with medulloblastoma. PLoS One 2023; 18:e0271778. [PMID: 36649280 PMCID: PMC9844848 DOI: 10.1371/journal.pone.0271778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 12/23/2022] [Indexed: 01/18/2023] Open
Abstract
INTRODUCTION Medulloblastoma (MB) is the most common childhood malignant brain tumor worldwide. Recently, molecular classification was established and started to play a role in the management of MB; however, studies involving molecular defined MB in Southeast Asia have been limited. We aimed to describe, and correlate clinical characteristics and molecular subgroups with therapeutic outcomes of Thai pediatric patients with MB. MATERIALS AND METHODS Pediatric MB patients treated at King Chulalongkorn Memorial Hospital in Thailand from 2006 to 2018 were recruited. Patients were classified by clinical characteristics into standard- and high-risk groups, which determined treatment regimen. Retrospectively, available tumor tissues were classified into 3 molecular subgroups using immunohistochemistry: 1) WNT, 2) SHH, and 3) non-WNT/non-SHH. The primary outcome was 5-year overall survival (OS). Risk factors associated with OS were analyzed using cox regression analysis. RESULTS Fifty-three Thai pediatric patients with MB were enrolled. The median follow-up time was 60 months. The 5-year OS for all patients, and patients with standard-risk and high-risk were 74.2%, 76.3% and 71.4%, respectively. Tumor tissues of 24 patients were available, of which 23 could be molecularly classified. Two, one and 20 were in the WNT, SHH and non-WNT/non-SHH subtypes with 5-year OS of 100%, 100% and 78.9%, respectively. Using multivariate analysis, the interval of more than 8 weeks between surgery and radiotherapy was significantly correlated with a decrease in the 5-year OS. CONCLUSION Interval between surgery and radiotherapy within 8 weeks was associated with good therapeutic outcomes among Thai pediatric patients with MB. Simplified molecular subtyping combined with clinical characteristics is practical in risk classification of patients with MB in institutes with limited resources.
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Affiliation(s)
- Thitiporn Jaruthien
- Division of Therapeutic Radiology and Oncology, Department of Radiology, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
- Division of Therapeutic Radiology and Oncology, Department of Radiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Chonnipa Nantavithya
- Division of Therapeutic Radiology and Oncology, Department of Radiology, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
- Division of Therapeutic Radiology and Oncology, Department of Radiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | | | - Shanop Shuangshoti
- Department of Pathology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Piti Techavichit
- Division of Hematology, Department of Pediatrics, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Darintr Sosothikul
- Division of Hematology, Department of Pediatrics, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Jiraporn Amornfa
- Division of Neurosurgery, Department of Surgery, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Kanjana Shotelersuk
- Division of Therapeutic Radiology and Oncology, Department of Radiology, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
- Division of Therapeutic Radiology and Oncology, Department of Radiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
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Hoffmann-Lamplmair D, Gram A, Krottendorfer K, Peyrl A, Leiss U, Czech T, Slavc I, Pletschko T. Sociocultural variables have a major impact on participation in patients treated for paediatric posterior fossa tumours. Child Care Health Dev 2023; 49:106-118. [PMID: 35708465 PMCID: PMC10083959 DOI: 10.1111/cch.13023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 03/21/2022] [Accepted: 06/13/2022] [Indexed: 12/15/2022]
Abstract
BACKGROUND This study investigates the severeness of participation barriers in patients surviving paediatric posterior fossa tumours (PFT) many years after treatment. In the past, aetiological studies on adverse outcome have primarily focused on pathobiological risk factors. The current analysis aims to investigate the importance of environmental variables. METHODS On average, 10 years after diagnosis, educational and social difficulties of 42 patients surviving paediatric PFT (mean age 17 years) were inquired using a self-constructed questionnaire following the Psychosocial Resource-Orientated Assessment (PREDI). Educational or social participation barriers were defined by self- and/or proxy-reported difficulties in school or in peer relationships. Accordingly, the children and adolescents were categorized into groups of adequate and limited participation. Subsequently, the study identified potential pathobiological (treatment type, hydrocephalus, tumour relapse, gender, age at diagnosis, seizures and cerebellar mutism) and environmental (parental and maternal education, siblings, main language, discrepancies between personal and environmental values, regular physical activity and private living space) risk factors and investigated whether patients with adequate and limited participation differed in the number of risk factors. RESULTS Almost one decade after treatment, two thirds of patients experienced educational and/or social difficulties. Patients with limited participation were more frequently associated with environmental factors such as low maternal education degree, siblings, main language other than German, discrepancies between societal and personal values and irregular physical activity, as well as the pathobiological risk factors treatment type, hydrocephalus, tumour relapse, cerebellar mutism and seizures. These variables significantly discriminated between patients with and without limited participation. CONCLUSIONS Limited participation in patients treated for paediatric PFT is common. Next to pathobiological, also environmental risk factors play a major role in educational and social participation barriers. This highlights the fact that solely considering pathobiology is not sufficient when investigating risk factors for the emergence of late sequelae. Future aetiological studies must adopt a biopsychosocial perspective.
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Affiliation(s)
- Doris Hoffmann-Lamplmair
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria.,Comprehensive Center for Pediatrics Vienna, Medical University of Vienna, Vienna, Austria
| | - Alexandra Gram
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria.,Comprehensive Center for Pediatrics Vienna, Medical University of Vienna, Vienna, Austria
| | - Kerstin Krottendorfer
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria.,Comprehensive Center for Pediatrics Vienna, Medical University of Vienna, Vienna, Austria
| | - Andreas Peyrl
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria.,Comprehensive Center for Pediatrics Vienna, Medical University of Vienna, Vienna, Austria
| | - Ulrike Leiss
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria.,Comprehensive Center for Pediatrics Vienna, Medical University of Vienna, Vienna, Austria
| | - Thomas Czech
- Comprehensive Center for Pediatrics Vienna, Medical University of Vienna, Vienna, Austria.,Department of Neurosurgery, Medical University of Vienna, Vienna, Austria
| | - Irene Slavc
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria.,Comprehensive Center for Pediatrics Vienna, Medical University of Vienna, Vienna, Austria
| | - Thomas Pletschko
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria.,Comprehensive Center for Pediatrics Vienna, Medical University of Vienna, Vienna, Austria
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Milos P, Haj-Hosseini N, Hillman J, Wårdell K. 5-ALA fluorescence in randomly selected pediatric brain tumors assessed by spectroscopy and surgical microscope. Acta Neurochir (Wien) 2023; 165:71-81. [PMID: 36242636 PMCID: PMC9840574 DOI: 10.1007/s00701-022-05360-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 08/25/2022] [Indexed: 01/20/2023]
Abstract
PURPOSE Fluorescence-guided surgery applying 5-aminolevulinic acid (5-ALA) in high-grade gliomas is an established method in adults. In children, results have so far been ambiguous. The aim of this study was to investigate 5-ALA-induced fluorescence in pediatric brain tumors by using the surgical microscope and a spectroscopic hand-held probe. METHODS Fourteen randomly selected children (age 4-17) with newly MRI-verified brain tumors were included. No selection was based on the suspected diagnosis prior to surgery. All patients received 5-ALA (20 mg /kg) either orally or via a gastric tube prior to surgery. Intratumoral fluorescence was detected with the microscope and the probe. Moreover, fluorescence in the skin of the forearm was measured. Histopathology samples revealed seven low-grade gliomas, four medulloblastomas, one diffuse intrinsic pontine glioma, one glioblastoma and one atypical meningioma. Blood samples were analyzed, and potential clinical side effects were monitored. RESULTS Microscopically, vague fluorescence was visible in two patients. Intratumoral fluorescence could be detected in five patients with the probe, including the two patients with vague microscopic fluorescence. Three of the oldest children had PpIX fluorescence in the skin. Nine children did not show any fluorescence in the tumor or in the skin. No clinical side effects or laboratory adverse events were observed. CONCLUSION Fluorescence could not be used to guide surgery in this study, neither with the surgical microscope nor with the hand-held probe. In nine children, no fluorescence was discerned and children with noticeable fluorescence were all older than nine years. 5-ALA was considered safe to apply in children.
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Affiliation(s)
- Peter Milos
- Department of Neurosurgery and Department of Biomedical and Clinical Sciences, Linköping University, Linköping University Hospital, 581 85, Linköping, Sweden.
| | - Neda Haj-Hosseini
- Department of Biomedical Engineering, Linköping University, Linköping, Sweden
| | - Jan Hillman
- Department of Neurosurgery and Department of Biomedical and Clinical Sciences, Linköping University, Linköping University Hospital, 581 85, Linköping, Sweden
| | - Karin Wårdell
- Department of Biomedical Engineering, Linköping University, Linköping, Sweden
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49
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Wang Y, Wang L, Qin B, Hu X, Xiao W, Tong Z, Li S, Jing Y, Li L, Zhang Y. Preoperative prediction of sonic hedgehog and group 4 molecular subtypes of pediatric medulloblastoma based on radiomics of multiparametric MRI combined with clinical parameters. Front Neurosci 2023; 17:1157858. [PMID: 37113160 PMCID: PMC10126354 DOI: 10.3389/fnins.2023.1157858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 03/27/2023] [Indexed: 04/29/2023] Open
Abstract
Purpose To construct a machine learning model based on radiomics of multiparametric magnetic resonance imaging (MRI) combined with clinical parameters for predicting Sonic Hedgehog (SHH) and Group 4 (G4) molecular subtypes of pediatric medulloblastoma (MB). Methods The preoperative MRI images and clinical data of 95 patients with MB were retrospectively analyzed, including 47 cases of SHH subtype and 48 cases of G4 subtype. Radiomic features were extracted from T1-weighted imaging (T1), contrast-enhanced T1 weighted imaging (T1c), T2-weighted imaging (T2), T2 fluid-attenuated inversion recovery imaging (T2FLAIR), and apparent diffusion coefficient (ADC) maps, using variance thresholding, SelectKBest, and Least Absolute Shrinkage and Selection Operator (LASSO) regression algorithms. The optimal features were filtered using LASSO regression, and a logistic regression (LR) algorithm was used to build a machine learning model. The receiver operator characteristic (ROC) curve was plotted to evaluate the prediction accuracy, and verified by its calibration, decision and nomogram. The Delong test was used to compare the differences between different models. Results A total of 17 optimal features, with non-redundancy and high correlation, were selected from 7,045 radiomics features, and used to build an LR model. The model showed a classification accuracy with an under the curve (AUC) of 0.960 (95% CI: 0.871-1.000) in the training cohort and 0.751 (95% CI: 0.587-0.915) in the testing cohort, respectively. The location of the tumor, pathological type, and hydrocephalus status of the two subtypes of patients differed significantly (p < 0.05). When combining radiomics features and clinical parameters to construct the combined prediction model, the AUC improved to 0.965 (95% CI: 0.898-1.000) in the training cohort and 0.849 (95% CI: 0.695-1.000) in the testing cohort, respectively. There was a significant difference in the prediction accuracy, as measured by AUC, between the testing cohorts of the two prediction models, which was confirmed by Delong's test (p = 0.0144). Decision curves and nomogram further validate that the combined model can achieve net benefits in clinical work. Conclusion The combined prediction model, constructed based on radiomics of multiparametric MRI and clinical parameters can potentially provide a non-invasive clinical approach to predict SHH and G4 molecular subtypes of MB preoperatively.
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Affiliation(s)
- Yuanlin Wang
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, National Clinical Research Center for Child Health and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Department of Radiology, Children’s Hospital of Chongqing Medical University, Chongqing, China
| | - Longlun Wang
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, National Clinical Research Center for Child Health and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Department of Radiology, Children’s Hospital of Chongqing Medical University, Chongqing, China
| | - Bin Qin
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, National Clinical Research Center for Child Health and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Department of Radiology, Children’s Hospital of Chongqing Medical University, Chongqing, China
| | - Xihong Hu
- Department of Radiology, Children’s Hospital of Fudan University, Shanghai, China
| | - Wenjiao Xiao
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, National Clinical Research Center for Child Health and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Department of Radiology, Children’s Hospital of Chongqing Medical University, Chongqing, China
| | - Zanyong Tong
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, National Clinical Research Center for Child Health and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Department of Radiology, Children’s Hospital of Chongqing Medical University, Chongqing, China
| | - Shuang Li
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, National Clinical Research Center for Child Health and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Department of Radiology, Children’s Hospital of Chongqing Medical University, Chongqing, China
| | - Yang Jing
- Huiying Medical Technology Co., Ltd., Beijing, China
| | - Lusheng Li
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, National Clinical Research Center for Child Health and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Department of Neurosurgery, Children’s Hospital of Chongqing Medical University, Chongqing, China
- Lusheng Li,
| | - Yuting Zhang
- Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, National Clinical Research Center for Child Health and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Department of Radiology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- *Correspondence: Yuting Zhang,
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50
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Choi JY. Medulloblastoma: Current Perspectives and Recent Advances. Brain Tumor Res Treat 2023; 11:28-38. [PMID: 36762806 PMCID: PMC9911713 DOI: 10.14791/btrt.2022.0046] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 01/12/2023] [Accepted: 01/14/2023] [Indexed: 02/05/2023] Open
Abstract
Medulloblastoma is the most common embryonal tumor of the central nervous system in childhood. Combined multimodality approaches, including surgery, radiation, and chemotherapy, have improved the outcome of medulloblastoma. Advances in genomic research have shown that medulloblastoma is not a biologically or clinically discrete entity. Previously, the risk was divided according to histology, presence of metastasis, degree of resection, and age at diagnosis. Through the development of integrated genomics, new biology-based risk stratification methods have recently been proposed. It is also important to understand the genetic predisposition of patients with medulloblastoma. Therefore, treatment goal aimed to improve the survival rate with minimal additional adverse effects and reduced long-term sequelae. It is necessary to incorporate genetic findings into the standard of care, and clinical trials that reflect this need to be conducted.
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Affiliation(s)
- Jung Yoon Choi
- Department of Pediatrics, Seoul National University College of Medicine, Seoul National University Cancer Research Institute, Seoul, Korea.
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