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Henriques V, Soares JG, Costa JA. YAP1 fusion-positive supratentorial ependymoma in an infant: clinical, imaging and therapeutic considerations for a rare entity. BMJ Case Rep 2024; 17:e261022. [PMID: 39038871 DOI: 10.1136/bcr-2024-261022] [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: 07/24/2024] Open
Affiliation(s)
- Victor Henriques
- Neurosurgery Department, Coimbra Hospital and University Centre, Coimbra, Portugal
| | - José Gustavo Soares
- Neurosurgery Department, Coimbra Hospital and University Centre, Coimbra, Portugal
| | - José Augusto Costa
- Neurosurgery Department, Coimbra Hospital and University Centre, Coimbra, Portugal
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2
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Egervari K, Hewer E. Cytological features of ependymal and choroid plexus tumours. Cytopathology 2024. [PMID: 38988178 DOI: 10.1111/cyt.13418] [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: 02/14/2024] [Revised: 06/21/2024] [Accepted: 07/01/2024] [Indexed: 07/12/2024]
Abstract
Ependymal and choroid plexus tumours arise in anatomically related regions. Their intraoperative differential diagnosis is large and depends on factors such as age, tumour site and clinical presentation. Squash cytology can provide valuable information in this context. Cytological features of conventional ependymomas, subependymomas and myxopapillary ependymomas as well as choroid plexus tumours are reviewed and illustrated. Differential diagnostic considerations integrating morphological and clinical information are discussed.
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Affiliation(s)
- Kristof Egervari
- Department of Pathology and Immunology, University of Geneva, Geneva, Switzerland
- Division of Clinical Pathology, Geneva University Hospital, Geneva, Switzerland
| | - Ekkehard Hewer
- Institute of Pathology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
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3
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Papadimitrakis D, Perdikakis M, Gargalionis AN, Papavassiliou AG. Biomarkers in Cerebrospinal Fluid for the Diagnosis and Monitoring of Gliomas. Biomolecules 2024; 14:801. [PMID: 39062515 DOI: 10.3390/biom14070801] [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: 06/07/2024] [Revised: 07/01/2024] [Accepted: 07/03/2024] [Indexed: 07/28/2024] Open
Abstract
Gliomas are the most common type of malignant brain tumor and are characterized by a plethora of heterogeneous molecular alterations. Current treatments require the emergence of reliable biomarkers that will aid personalized treatment decisions and increase life expectancy. Glioma tissues are not as easily accessible as other solid tumors; therefore, detecting prominent biomarkers in biological fluids is necessary. Cerebrospinal fluid (CSF) circulates adjacent to the cerebral parenchyma and holds promise for discovering useful prognostic, diagnostic, and predictive biomarkers. In this review, we summarize extensive research regarding the role of circulating DNA, tumor cells, proteins, microRNAs, metabolites, and extracellular vesicles as potential CSF biomarkers for glioma diagnosis, prognosis, and monitoring. Future studies should address discrepancies and issues of specificity regarding CSF biomarkers, as well as the validation of candidate biomarkers.
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Affiliation(s)
- Dimosthenis Papadimitrakis
- Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Miltiadis Perdikakis
- Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Antonios N Gargalionis
- Laboratory of Clinical Biochemistry, Medical School, 'Attikon' University General Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Athanasios G Papavassiliou
- Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
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4
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Mesut B, Al-Mohaya M, Gholap AD, Yeşilkaya E, Das U, Akhtar MS, Sah R, Khan S, Moin A, Faiyazuddin M. Demystifying the potential of lipid-based nanocarriers in targeting brain malignancies. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2024:10.1007/s00210-024-03212-6. [PMID: 38963550 DOI: 10.1007/s00210-024-03212-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Accepted: 06/02/2024] [Indexed: 07/05/2024]
Abstract
Drug targeting for brain malignancies is restricted due to the presence of the blood-brain barrier (BBB) and blood-brain tumor barrier (BBTB), which act as barriers between the blood and brain parenchyma. Certainly, the limited therapeutic options for brain malignancies have made notable progress with enhanced biological understanding and innovative approaches, such as targeted therapies and immunotherapies. These advancements significantly contribute to improving patient prognoses and represent a promising shift in the landscape of brain malignancy treatments. A more comprehensive understanding of the histology and pathogenesis of brain malignancies is urgently needed. Continued research focused on unraveling the intricacies of brain malignancy biology holds the key to developing innovative and tailored therapies that can improve patient outcomes. Lipid nanocarriers are highly effective drug delivery systems that significantly improve their solubility, bioavailability, and stability while also minimizing unwanted side effects. Surface-modified lipid nanocarriers (liposomes, niosomes, solid lipid nanoparticles, nanostructured lipid carriers, lipid nanocapsules, lipid-polymer hybrid nanocarriers, lipoproteins, and lipoplexes) are employed to improve BBB penetration and uptake through various mechanisms. This systematic review illuminates and covers various topics related to brain malignancies. It explores the different methods of drug delivery used in treating brain malignancies and delves into the benefits, limitations, and types of brain-targeted lipid-based nanocarriers. Additionally, this review discusses ongoing clinical trials and patents related to brain malignancy therapies and provides a glance into future perspectives for treating this condition.
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Affiliation(s)
- Burcu Mesut
- Pharmaceutical Technology Department, Faculty of Pharmacy, Istanbul University, Istanbul, 34216, Turkey
| | - Mazen Al-Mohaya
- Institute of Health Sciences, Istanbul University, Istanbul, 34216, Turkey
| | - Amol D Gholap
- Department of Pharmaceutics, St. John Institute of Pharmacy and Research, Palghar, 401404, Maharashtra, India
| | - Eda Yeşilkaya
- Institute of Health Sciences, Istanbul University, Istanbul, 34216, Turkey
| | - Ushasi Das
- Pharmaceutical Technology Department, Jadavpur University, Kolkata, West Bengal, India
| | - Mohammad Shabib Akhtar
- Department of Clinical Pharmacy, College of Pharmacy, Najran University, Najran, Kingdom of Saudi Arabia
| | - Ranjit Sah
- Department of Microbiology, Institute of Medicine, Tribhuvan University Teaching Hospital, Kathmandu, 44600, Nepal.
- Department of Microbiology, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth, Pune, 411018, Maharashtra, India.
- Department of Public Health Dentistry, Dr. D.Y. Patil Dental College and Hospital, Dr. D.Y. Patil Vidyapeeth, Pune, 411018, Maharashtra, India.
| | | | - Afrasim Moin
- Department of Pharmaceutics, College of Pharmacy, University of Hail, 2440, Hail, Saudi Arabia
| | - Md Faiyazuddin
- School of Pharmacy, Al - Karim University, Katihar, 854106, Bihar, India.
- Centre for Global Health Research, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India.
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5
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Arfuso M, Kuril S, Shah H, Hanson D. Pediatric Neuroglial Tumors: A Review of Ependymoma and Dysembryoplastic Neuroepithelial Tumor. Pediatr Neurol 2024; 156:139-146. [PMID: 38781722 DOI: 10.1016/j.pediatrneurol.2024.04.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 03/22/2024] [Accepted: 04/24/2024] [Indexed: 05/25/2024]
Affiliation(s)
- Melissa Arfuso
- Joseph M. Sanzari Children's Hospital, Hackensack University Medical Center, Hackensack, New Jersey
| | | | - Harshal Shah
- Hackensack Meridian School of Medicine, Nutley, New Jersey
| | - Derek Hanson
- Joseph M. Sanzari Children's Hospital, Hackensack University Medical Center, Hackensack, New Jersey; Hackensack Meridian School of Medicine, Nutley, New Jersey.
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6
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Graillon T, Romanet P, Camilla C, Gélin C, Appay R, Roche C, Lagarde A, Mougel G, Farah K, Le Bras M, Engelhardt J, Kalamarides M, Peyre M, Amelot A, Emery E, Magro E, Cebula H, Aboukais R, Bauters C, Jouanneau E, Berhouma M, Cuny T, Dufour H, Loiseau H, Figarella-Branger D, Bauchet L, Binquet C, Barlier A, Goudet P. A Cohort Study of CNS Tumors in Multiple Endocrine Neoplasia Type 1. Clin Cancer Res 2024; 30:2835-2845. [PMID: 38630553 DOI: 10.1158/1078-0432.ccr-23-3308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 02/02/2024] [Accepted: 04/08/2024] [Indexed: 04/19/2024]
Abstract
PURPOSE Multiple endocrine neoplasia type 1 (MEN1) is thought to increase the risk of meningioma and ependymoma. Thus, we aimed to describe the frequency, incidence, and specific clinical and histological features of central nervous system (CNS) tumors in the MEN1 population (except pituitary tumors). EXPERIMENTAL DESIGN The study population included patients harboring CNS tumors diagnosed with MEN1 syndrome after 1990 and followed up in the French MEN1 national cohort. The standardized incidence ratio (SIR) was calculated based on the French Gironde CNS Tumor Registry. Genomic analyses were performed on somatic DNA from seven CNS tumors, including meningiomas and ependymomas from patients with MEN1, and then on 50 sporadic meningiomas and ependymomas. RESULTS A total of 29 CNS tumors were found among the 1,498 symptomatic patients (2%; incidence = 47.4/100,000 person-years; SIR = 4.5), including 12 meningiomas (0.8%; incidence = 16.2/100,000; SIR = 2.5), 8 ependymomas (0.5%; incidence = 10.8/100,000; SIR = 17.6), 5 astrocytomas (0.3%; incidence = 6.7/100,000; SIR = 5.8), and 4 schwannomas (0.3%; incidence = 5.4/100,000; SIR = 12.7). Meningiomas in patients with MEN1 were benign, mostly meningothelial, with 11 years earlier onset compared with the sporadic population and an F/M ratio of 1/1. Spinal and cranial ependymomas were mostly classified as World Health Organization grade 2. A biallelic MEN1 inactivation was observed in 4/5 ependymomas and 1/2 meningiomas from patients with MEN1, whereas MEN1 deletion in one allele was present in 3/41 and 0/9 sporadic meningiomas and ependymomas, respectively. CONCLUSIONS The incidence of each CNS tumor was higher in the MEN1 population than in the French general population. Meningiomas and ependymomas should be considered part of the MEN1 syndrome, but somatic molecular data are missing to conclude for astrocytomas and schwannomas.
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Affiliation(s)
- Thomas Graillon
- Neurosurgery Departement, Aix Marseille Univ, INSERM, APHM, MMG, UMR1251, Marmara Institute, La Timone Hospital, Marseille, France
| | - Pauline Romanet
- Laboratory of Molecular Biology, Aix Marseille Univ, INSERM, APHM, MMG, UMR1251, Marmara Institute, La Conception Hospital, Marseille, France
- Laboratory of Molecular Biology, APHM, La Conception Hospital, Marseille, France
| | - Clara Camilla
- Laboratory of Molecular Biology, APHM, La Conception Hospital, Marseille, France
| | - Camille Gélin
- INSERM, U1231, Epidemiology and Clinical Research in Digestive Cancers Team, University of Burgundy-Franche-Comte, Dijon, France
- Dijon-Bourgogne University Hospital, Inserm, University of Burgundy-Franche-Comté, CIC1432, Clinical Epidemiology Unit, Dijon, France
| | - Romain Appay
- APHM, CHU Timone, Service d'Anatomie Pathologique et de Neuropathologie, Marseille, France
- Aix-Marseille Univ, CNRS, INP, Inst Neurophysiopathol, Marseille, France
| | - Catherine Roche
- Laboratory of Molecular Biology, APHM, La Conception Hospital, Marseille, France
| | - Arnaud Lagarde
- Laboratory of Molecular Biology, APHM, La Conception Hospital, Marseille, France
| | - Grégory Mougel
- Laboratory of Molecular Biology, Aix Marseille Univ, INSERM, APHM, MMG, UMR1251, Marmara Institute, La Conception Hospital, Marseille, France
- Laboratory of Molecular Biology, APHM, La Conception Hospital, Marseille, France
| | - Kaissar Farah
- Neurosurgery Departement, Aix-Marseille Univ, APHM, La Timone Hospital, Marseille, France
| | - Maëlle Le Bras
- CHU de Nantes PHU2 Institut du Thorax et du Système Nerveux, Service d'Endocrinologie, Diabétologie et Nutrition, Nantes, France
| | - Julien Engelhardt
- CNRS UMR5293, Université de Bordeaux, Bordeaux, France
- Service de Neurochirurgie B - CHU de Bordeaux, Bordeaux, France
| | - Michel Kalamarides
- Department of Neurosurgery, Pitie-Salpetriere Hospital, AP-HP Sorbonne Université, Paris, France
| | - Matthieu Peyre
- Department of Neurosurgery, Pitie-Salpetriere Hospital, AP-HP Sorbonne Université, Paris, France
| | - Aymeric Amelot
- Service de Neurochirurgie, Hôpital Bretonneau, CHU Tours, Tours, France
| | - Evelyne Emery
- Department of Neurosurgery, CHU de Caen, Caen, France
- Normandie Univ, UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders," Institut Blood and Brain @ Caen-Normandie, Cyceron, Caen, France
- Medical School, Université Caen Normandie, Caen, France
| | | | - Hélène Cebula
- Service de Neurochirurgie CHRU Hôpital de Hautepierre, Strasbourg, France
| | - Rabih Aboukais
- Univ. Lille, INSERM, CHU Lille, U1189-ONCO-THAI-Image Assisted Laser Therapy for Oncology, Lille, France
- Department of Neurosurgery, Lille University Hospital, Lille, France
| | - Catherine Bauters
- Service d'Endocrinologie, Hôpital Huriez, CHU de Lille, Lille, France
| | - Emmanuel Jouanneau
- Département de Neurochirurgie de la base du crâne et de l'hypophyse, Hospices Civils de Lyon, Groupement Hospitalier Est, Bron, France
- Université Lyon 1, Lyon, France
- INSERM U1052, CNRS UMR5286, Cancer Research Center of Lyon, Lyon, France
| | - Moncef Berhouma
- Department of Neurosurgery, University Hospital of Lyon, Lyon, France
- CREATIS Lab, CNRS UMR 5220, INSERM U1206, University of Lyon, Lyon, France
| | - Thomas Cuny
- Endocrinology Departement, Aix Marseille Univ, INSERM, APHM, MMG, UMR1251, Marmara Institute, La Conception Hospital, Marseille, France
| | - Henry Dufour
- Neurosurgery Departement, Aix Marseille Univ, INSERM, APHM, MMG, UMR1251, Marmara Institute, La Timone Hospital, Marseille, France
| | - Hugues Loiseau
- CNRS UMR5293, Université de Bordeaux, Bordeaux, France
- Service de Neurochirurgie B - CHU de Bordeaux, Bordeaux, France
| | - Dominique Figarella-Branger
- APHM, CHU Timone, Service d'Anatomie Pathologique et de Neuropathologie, Marseille, France
- Aix-Marseille Univ, CNRS, INP, Inst Neurophysiopathol, Marseille, France
| | - Luc Bauchet
- Department of Neurosurgery, Gui de Chauliac Hospital, Montpellier University Medical Center, Montpellier, France
- IGF, CNRS, INSERM, University of Montpellier, Montpellier, France
| | - Christine Binquet
- INSERM, U1231, Epidemiology and Clinical Research in Digestive Cancers Team, University of Burgundy-Franche-Comte, Dijon, France
- Dijon-Bourgogne University Hospital, Inserm, University of Burgundy-Franche-Comté, CIC1432, Clinical Epidemiology Unit, Dijon, France
| | - Anne Barlier
- Laboratory of Molecular Biology, Aix Marseille Univ, INSERM, APHM, MMG, UMR1251, Marmara Institute, La Conception Hospital, Marseille, France
- Laboratory of Molecular Biology, APHM, La Conception Hospital, Marseille, France
| | - Pierre Goudet
- Department of Digestive and Endocrine Surgery, Dijon University Hospital, Dijon, France
- INSERM, U1231, EPICAD Team UMR "Lipids, Nutrition, Cancer", Dijon, France
- INSERM, CIC1432, Clinical Epidemiology, Dijon, France
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7
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Kiang KM, Ahad L, Zhong X, Lu QR. Biomolecular condensates: hubs of Hippo-YAP/TAZ signaling in cancer. Trends Cell Biol 2024; 34:566-577. [PMID: 38806345 DOI: 10.1016/j.tcb.2024.04.009] [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: 07/27/2023] [Revised: 04/14/2024] [Accepted: 04/30/2024] [Indexed: 05/30/2024]
Abstract
Biomolecular condensates, the membraneless cellular compartments formed by liquid-liquid phase separation (LLPS), represent an important mechanism for physiological and tumorigenic processes. Recent studies have advanced our understanding of how these condensates formed in the cytoplasm or nucleus regulate Hippo signaling, a central player in organogenesis and tumorigenesis. Here, we review recent findings on the dynamic formation and function of biomolecular condensates in regulating the Hippo-yes-associated protein (YAP)/transcription coactivator with PDZ-binding motif (TAZ) signaling pathway under physiological and pathological processes. We further discuss how the nuclear condensates of YAP- or TAZ-fusion oncoproteins compartmentalize crucial transcriptional co-activators and alter chromatin architecture to promote oncogenic programs. Finally, we highlight key questions regarding how these findings may pave the way for novel therapeutics to target cancer.
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Affiliation(s)
- Karrie M Kiang
- Department of Pediatrics, Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Department of Surgery, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Queen Mary Hospital, Hong Kong
| | - Leena Ahad
- Department of Pediatrics, Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Xiaowen Zhong
- Department of Pediatrics, Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Q Richard Lu
- Department of Pediatrics, Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
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8
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Tariq R. Predicting response to chemotherapy in brain tumor patients based on MRI features. Clin Neurol Neurosurg 2024; 244:108409. [PMID: 38959786 DOI: 10.1016/j.clineuro.2024.108409] [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: 06/20/2024] [Accepted: 06/27/2024] [Indexed: 07/05/2024]
Abstract
Chemotherapy in brain tumors is tailored based on tumor type, grade, and molecular markers, which are crucial for predicting responses and survival outcomes. This review summarizes the role of chemotherapy in gliomas, glioneuronal and neuronal tumors, ependymomas, choroid plexus tumors, medulloblastomas, and meningiomas, discussing standard treatment protocols and recent developments in targeted therapies.Furthermore, the studies reporting the integration of MRI-based radiomics and deep learning models for predicting treatment outcomes are reviewed. Advances in MRI-based radiomics and deep learning models have significantly enhanced the prediction of chemotherapeutic benefits, survival prediction following chemotherapy, and differentiating tumor progression with psuedoprogression. These non-invasive techniques offer valuable insights into tumor characteristics and treatment responses, facilitating personalized therapeutic strategies. Further research is warranted to refine these models and expand their applicability across different brain tumor types.
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Affiliation(s)
- Rabeet Tariq
- Department of Neurosurgery, Section of Surgery, Aga Khan University Hospital, Karachi, Pakistan.
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9
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Vazaios K, Stavrakaki Ε, Vogelezang LB, Ju J, Waranecki P, Metselaar DS, Meel MH, Kemp V, van den Hoogen BG, Hoeben RC, Chiocca EA, Goins WF, Stubbs A, Li Y, Alonso MM, Calkoen FG, Hulleman E, van der Lugt J, Lamfers ML. The heterogeneous sensitivity of pediatric brain tumors to different oncolytic viruses is predicted by unique gene expression profiles. MOLECULAR THERAPY. ONCOLOGY 2024; 32:200804. [PMID: 38694569 PMCID: PMC11060958 DOI: 10.1016/j.omton.2024.200804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 04/11/2024] [Indexed: 05/04/2024]
Abstract
Despite decades of research, the prognosis of high-grade pediatric brain tumors (PBTs) remains dismal; however, recent cases of favorable clinical responses were documented in clinical trials using oncolytic viruses (OVs). In the current study, we employed four different species of OVs: adenovirus Delta24-RGD, herpes simplex virus rQNestin34.5v1, reovirus R124, and the non-virulent Newcastle disease virus rNDV-F0-GFP against three entities of PBTs (high-grade gliomas, atypical teratoid/rhabdoid tumors, and ependymomas) to determine their in vitro efficacy. These four OVs were screened on 14 patient-derived PBT cell cultures and the degree of oncolysis was assessed using an ATP-based assay. Subsequently, the observed viral efficacies were correlated to whole transcriptome data and Gene Ontology analysis was performed. Although no significant tumor type-specific OV efficacy was observed, the analysis revealed the intrinsic biological processes that associated with OV efficacy. The predictive power of the identified expression profiles was further validated in vitro by screening additional PBTs. In summary, our results demonstrate OV susceptibility of multiple patient-derived PBT entities and the ability to predict in vitro responses to OVs using unique expression profiles. Such profiles may hold promise for future OV preselection with effective oncolytic potency in a specific tumor, therewith potentially improving OV responses.
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Affiliation(s)
- Konstantinos Vazaios
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands
- Department of Neurosurgery, Brain Tumor Center, Erasmus Medical Center, Dr. Molewaterplein 40, 3015 GD Rotterdam, the Netherlands
- Center for Translational Immunology, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX Utrecht, the Netherlands
| | - Εftychia Stavrakaki
- Department of Neurosurgery, Brain Tumor Center, Erasmus Medical Center, Dr. Molewaterplein 40, 3015 GD Rotterdam, the Netherlands
| | - Lisette B. Vogelezang
- Department of Neurosurgery, Brain Tumor Center, Erasmus Medical Center, Dr. Molewaterplein 40, 3015 GD Rotterdam, the Netherlands
| | - Jie Ju
- Department of Pathology and Clinical Bioinformatics, Erasmus Medical Center, Dr. Molewaterplein 40, 3015 GD Rotterdam, the Netherlands
| | - Piotr Waranecki
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands
| | - Dennis S. Metselaar
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands
| | - Michaël H. Meel
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands
- Department of Pediatrics, Wilhelmina Children’s Hospital, University Medical Center Utrecht, Lundlaan 6, 3584 EA Utrecht, the Netherlands
| | - Vera Kemp
- Department of Cell and Chemical Biology, Leiden University Medical Center, Einthovenweg 20, 2333 ZC Leiden, the Netherlands
| | | | - Rob C. Hoeben
- Department of Cell and Chemical Biology, Leiden University Medical Center, Einthovenweg 20, 2333 ZC Leiden, the Netherlands
| | - E. Antonio Chiocca
- Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA
| | - William F. Goins
- Department of Microbiology & Molecular Genetics, University of Pittsburgh School of Medicine, 450 Technology Dr, Pittsburgh, PA 15219, USA
| | - Andrew Stubbs
- Department of Pathology and Clinical Bioinformatics, Erasmus Medical Center, Dr. Molewaterplein 40, 3015 GD Rotterdam, the Netherlands
| | - Yunlei Li
- Department of Pathology and Clinical Bioinformatics, Erasmus Medical Center, Dr. Molewaterplein 40, 3015 GD Rotterdam, the Netherlands
| | - Marta M. Alonso
- Program in Solid Tumors, Center for Applied Medical Research (CIMA), Avda. de Pío XII, 55, 31008 Pamplona, Spain
- Department of Pediatrics, Clínica Universidad de Navarra, Av. de Pío XII, 36, 31008 Pamplona, Spain
- Health Research Institute of Navarra (IDISNA), Av. de Pío XII, 36, 31008 Pamplona, Spain
| | - Friso G. Calkoen
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands
| | - Esther Hulleman
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands
| | - Jasper van der Lugt
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands
| | - Martine L.M. Lamfers
- Department of Neurosurgery, Brain Tumor Center, Erasmus Medical Center, Dr. Molewaterplein 40, 3015 GD Rotterdam, the Netherlands
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10
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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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Becker N, Camelo-Piragua S, Conway KS. A Contemporary Approach to Intraoperative Evaluation in Neuropathology. Arch Pathol Lab Med 2024; 148:649-658. [PMID: 37694565 DOI: 10.5858/arpa.2023-0097-ra] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/27/2023] [Indexed: 09/12/2023]
Abstract
CONTEXT.— Although the basic principles of intraoperative diagnosis in surgical neuropathology have not changed in the last century, the last several decades have seen dramatic changes in tumor classification, terminology, molecular classification, and modalities used for intraoperative diagnosis. As many neuropathologic intraoperative diagnoses are performed by general surgical pathologists, awareness of these recent changes is important for the most accurate intraoperative diagnosis. OBJECTIVE.— To describe recent changes in the practice of intraoperative surgical neuropathology, with an emphasis on new entities, tumor classification, and anticipated ancillary tests, including molecular testing. DATA SOURCES.— The sources for this review include the fifth edition of the World Health Organization Classification of Tumours of the Central Nervous System, primary literature on intraoperative diagnosis and newly described tumor entities, and the authors' clinical experience. CONCLUSIONS.— A significant majority of neuropathologic diagnoses require ancillary testing, including molecular analysis, for appropriate classification. Therefore, the primary goal for any neurosurgical intraoperative diagnosis is the identification of diagnostic tissue and the preservation of the appropriate tissue for molecular testing. The intraoperative pathologist should seek to place a tumor in the most accurate diagnostic category possible, but specific diagnosis at the time of an intraoperative diagnosis is often not possible. Many entities have seen adjustments to grading criteria, including the incorporation of molecular features into grading. Awareness of these changes can help to avoid overgrading or undergrading at the time of intraoperative evaluation.
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Affiliation(s)
- Nicole Becker
- From the Department of Pathology, University of Iowa, Iowa City (Becker)
| | - Sandra Camelo-Piragua
- the Department of Pathology, University of Michigan, Ann Arbor (Camelo-Piragua, Conway)
| | - Kyle S Conway
- the Department of Pathology, University of Michigan, Ann Arbor (Camelo-Piragua, Conway)
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12
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Topel G, Dirilenoğlu F, Sevin İE, Kahraman A. Ependymomas of the spinal region in adults: Clinical and pathological features and MYCN expression levels in spinal ependymomas and myxopapillary ependymomas. Ann Diagn Pathol 2024; 70:152299. [PMID: 38555652 DOI: 10.1016/j.anndiagpath.2024.152299] [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: 03/02/2024] [Revised: 03/22/2024] [Accepted: 03/26/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND Ependymomas (EPNs) of the spinal region are a heterogeneous group of tumors that account for 17.6 % in adults. Four types have been recognized: subependymoma, spinal ependymoma (Sp-EPN), myxopapillary ependymoma (MPE), and Sp-EPN-MYCN amplified, each with distinct histopathological and molecular features. METHODS This study investigated the clinical and pathological characteristics and MYCN expression levels of 35 Sp-EPN and MPE cases diagnosed at a tertiary university hospital over a decade-long period. RESULTS Twenty-five cases were Sp-EPN and 10 cases were MPE, and were graded as WHO grade 2, except for 1 Sp-EPN case with grade 3 features. The most common symptoms were lower back pain and difficulty in walking. Radiology showed different tumor sizes and locations along the spinal cord, with MPEs exclusively in the lumbosacral region. Surgery was the main treatment, and gross total resection was achieved in all cases except for one. Immunohistochemistry showed low Ki-67 proliferation indices in all cases, and no MYCN expression. During follow-up, 3 (8.6 %) cases recurred and/or metastasized and 5 cases (14.3 %) died. No significant difference was found in disease-free survival or overall survival between Sp-EPN and MPE cases. However, 3 cases with grade 2 histology demonstrated recurrence and/or metastasis, despite the lack of MYCN expression. CONCLUSION Our results underscore the multifactorial nature of tumor aggressiveness in EPNs of the spinal region. This study enhances our knowledge of the clinical and pathological features of Sp-EPNs and MPEs and highlights the need for better diagnostic and prognostic markers in these rare tumors.
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Affiliation(s)
- Gözde Topel
- Department of Pathology, Ataturk Training and Research Hospital, Izmir Katip Celebi University, Izmir, Türkiye
| | - Fikret Dirilenoğlu
- Department of Pathology, Faculty of Medicine, Near East University, Nicosia, Cyprus.
| | - İsmail Ertan Sevin
- Department of Neurosurgery, Ataturk Training and Research Hospital, Izmir Katip Celebi University, Izmir, Türkiye
| | - Aslı Kahraman
- Department of Pathology, Ataturk Training and Research Hospital, Izmir Katip Celebi University, Izmir, Türkiye
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13
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Raju R R, AlSawaftah NM, Husseini GA. Modeling of brain tumors using in vitro, in vivo, and microfluidic models: A review of the current developments. Heliyon 2024; 10:e31402. [PMID: 38807869 PMCID: PMC11130649 DOI: 10.1016/j.heliyon.2024.e31402] [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: 01/17/2024] [Revised: 05/14/2024] [Accepted: 05/15/2024] [Indexed: 05/30/2024] Open
Abstract
Brain cancers are some of the most complex diseases to treat, despite the numerous advances science has made in cancer chemotherapy and research. One of the key obstacles to identifying potential cures for this disease is the difficulty in emulating the complexity of the brain and the surrounding microenvironment to understand potential therapeutic approaches. This paper discusses some of the most important in vitro, in vivo, and microfluidic brain tumor models that aim to address these challenges.
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Affiliation(s)
- Richu Raju R
- Biosciences and Bioengineering PhD Program at the American University of Sharjah, Sharjah, United Arab Emirates
| | - Nour M. AlSawaftah
- Material Science and Engineering Program at the American University of Sharjah, Sharjah, United Arab Emirates
| | - Ghaleb A. Husseini
- Biosciences and Bioengineering PhD Program at the American University of Sharjah, Sharjah, United Arab Emirates
- Material Science and Engineering Program at the American University of Sharjah, Sharjah, United Arab Emirates
- Department of Chemical and Biological Engineering, American University of Sharjah, Sharjah, United Arab Emirates
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14
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Mohan D, Nambirajan A, Malik R, Sharma A, Suri V, Kaur K, Doddamani R, Garg A, Gupta S, Mallick S, Sharma MC. MYCN immunohistochemistry as surrogate marker for MYCN-amplified spinal ependymomas. Hum Cell 2024; 37:704-713. [PMID: 38411836 DOI: 10.1007/s13577-024-01037-2] [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: 07/10/2023] [Accepted: 01/21/2024] [Indexed: 02/28/2024]
Abstract
MYCN (master regulator of cell cycle entry and proliferative metabolism) gene amplification defines a molecular subgroup of spinal cord ependymomas that show high-grade morphology and aggressive behavior. Demonstration of MYCN amplification by DNA methylation or fluorescence-in situ hybridization (FISH) is required for diagnosis. We aimed to (i) assess prevalence and clinicopathological features of MYCN-amplified spinal ependymomas and (ii) evaluate utility of immunohistochemistry (IHC) for MYCN protein as a surrogate for molecular testing. A combined retrospective-prospective study spanning 8 years was designed during which all spinal cord ependymomas with adequate tissue were subjected to MYCN FISH and MYCN IHC. Among 77 spinal cord ependymomas included, MYCN amplification was identified in 4 samples from 3 patients (3/74, 4%) including two (1st and 2nd recurrences) from the same patient. All patients were adults (median age at diagnosis of 32 years) including two females and one male. The index tumors were located in thoracic (n = 2) and lumbar (n = 1) spinal cord. One of the female patients had neurofibromatosis type 2 (NF2). All four tumors showed anaplastic histology. Diffuse expression of MYCN protein was seen in all four MYCN-amplified samples but in none of the non-amplified cases, thus showing 100% concordance with FISH results. On follow-up, the NF2 patient developed widespread spinal dissemination while another developed recurrence proximal to the site of previous excision. To conclude, MYCN-amplified spinal ependymomas are rare tumors, accounting for ~ 4% of spinal cord ependymomas. Within the limitation of small sample size, MYCN IHC showed excellent concordance with MYCN gene amplification.
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Affiliation(s)
- Divya Mohan
- Departments of Pathology, Neurosurgery, Neuroradiology and Radiation Oncology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Aruna Nambirajan
- Departments of Pathology, Neurosurgery, Neuroradiology and Radiation Oncology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Rafat Malik
- Departments of Pathology, Neurosurgery, Neuroradiology and Radiation Oncology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Agrima Sharma
- Departments of Pathology, Neurosurgery, Neuroradiology and Radiation Oncology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Vaishali Suri
- Departments of Pathology, Neurosurgery, Neuroradiology and Radiation Oncology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Kavneet Kaur
- Departments of Pathology, Neurosurgery, Neuroradiology and Radiation Oncology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Ramesh Doddamani
- Departments of Pathology, Neurosurgery, Neuroradiology and Radiation Oncology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Ajay Garg
- Departments of Pathology, Neurosurgery, Neuroradiology and Radiation Oncology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Subhash Gupta
- Departments of Pathology, Neurosurgery, Neuroradiology and Radiation Oncology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Supriya Mallick
- Departments of Pathology, Neurosurgery, Neuroradiology and Radiation Oncology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Mehar Chand Sharma
- Departments of Pathology, Neurosurgery, Neuroradiology and Radiation Oncology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India.
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15
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Abe E, Suzuki M, Ichimura K, Arakawa A, Satomi K, Ogino I, Hara T, Iwamuro H, Ohara Y, Kondo A. Implications of DNA Methylation Classification in Diagnosing Ependymoma. World Neurosurg 2024; 185:e1019-e1029. [PMID: 38479644 DOI: 10.1016/j.wneu.2024.03.013] [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: 01/18/2024] [Revised: 03/02/2024] [Accepted: 03/04/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND Ependymoma is a central nervous system (CNS) tumor that arises from the ependymal cells of the brain's ventricles and spinal cord. The histopathology of ependymomas is indistinguishable regardless of the site of origin, and the prognosis varies. Recent studies have revealed that the development site and prognosis reflect the genetic background. In this study, we used genome-wide DNA methylation array analysis to investigate the epigenetic background of ependymomas from different locations treated at our hospital. METHODS Four cases of posterior fossa ependymomas and 11 cases of spinal ependymomas were analyzed. RESULTS DNA methylation profiling using the DKFZ methylation classifier showed that the methylation diagnoses of the 2 cases differed from the histopathological diagnoses, and 2 cases could not be classified. Tumor that spread from the brain to the spinal cord was molecularly distinguishable from other primary spinal tumors. CONCLUSIONS Although adding DNA methylation classification to conventional diagnostic methods may be helpful, the diagnosis in some cases remains undetermined. This may affect decision-making regarding treatment strategies and follow-up. Further investigations are required to improve the diagnostic accuracy of these tumors.
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Affiliation(s)
- Eiji Abe
- Department of Neurosurgery, Juntendo University Graduate School of Medicine, Tokyo, Japan.
| | - Mario Suzuki
- Department of Neurosurgery, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Koichi Ichimura
- Department of Neurosurgery, Juntendo University Graduate School of Medicine, Tokyo, Japan; Department of Brain Disease Translational Research, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Atsushi Arakawa
- Department of Human Pathology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Kaishi Satomi
- Department of Pathology, Kyorin University Faculty of Medicine, Tokyo, Japan
| | - Ikuko Ogino
- Department of Neurosurgery, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Takeshi Hara
- Department of Neurosurgery, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Hirokazu Iwamuro
- Department of Neurosurgery, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yukoh Ohara
- Department of Neurosurgery, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Akihide Kondo
- Department of Neurosurgery, Juntendo University Graduate School of Medicine, Tokyo, Japan
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16
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Lee MK, Azizgolshani N, Shapiro JA, Nguyen LN, Kolling FW, Zanazzi GJ, Frost HR, Christensen BC. Identifying tumor type and cell type-specific gene expression alterations in pediatric central nervous system tumors. Nat Commun 2024; 15:3634. [PMID: 38688897 PMCID: PMC11061189 DOI: 10.1038/s41467-024-47712-8] [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: 02/18/2023] [Accepted: 04/09/2024] [Indexed: 05/02/2024] Open
Abstract
Central nervous system (CNS) tumors are the leading cause of pediatric cancer death, and these patients have an increased risk for developing secondary neoplasms. Due to the low prevalence of pediatric CNS tumors, major advances in targeted therapies have been lagging compared to other adult tumors. We collect single nuclei RNA-seq data from 84,700 nuclei of 35 pediatric CNS tumors and three non-tumoral pediatric brain tissues and characterize tumor heterogeneity and transcriptomic alterations. We distinguish cell subpopulations associated with specific tumor types including radial glial cells in ependymomas and oligodendrocyte precursor cells in astrocytomas. In tumors, we observe pathways important in neural stem cell-like populations, a cell type previously associated with therapy resistance. Lastly, we identify transcriptomic alterations among pediatric CNS tumor types compared to non-tumor tissues, while accounting for cell type effects on gene expression. Our results suggest potential tumor type and cell type-specific targets for pediatric CNS tumor treatment. Here we address current gaps in understanding single nuclei gene expression profiles of previously under-investigated tumor types and enhance current knowledge of gene expression profiles of single cells of various pediatric CNS tumors.
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Affiliation(s)
- Min Kyung Lee
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Nasim Azizgolshani
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
- Department of Surgery, Columbia University Irving Medical Center, New York, NY, USA
| | - Joshua A Shapiro
- Childhood Cancer Data Lab, Alex's Lemonade Stand Foundation, Bala Cynwyd, PA, USA
| | - Lananh N Nguyen
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | | | - George J Zanazzi
- Dartmouth Cancer Center, Lebanon, NH, USA
- Department of Pathology and Laboratory Medicine, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Hildreth Robert Frost
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Brock C Christensen
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA.
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA.
- Department of Community and Family Medicine, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA.
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17
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Lee MK, Azizgolshani N, Zhang Z, Perreard L, Kolling FW, Nguyen LN, Zanazzi GJ, Salas LA, Christensen BC. Associations in cell type-specific hydroxymethylation and transcriptional alterations of pediatric central nervous system tumors. Nat Commun 2024; 15:3635. [PMID: 38688903 PMCID: PMC11061294 DOI: 10.1038/s41467-024-47943-9] [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: 02/18/2023] [Accepted: 04/16/2024] [Indexed: 05/02/2024] Open
Abstract
Although intratumoral heterogeneity has been established in pediatric central nervous system tumors, epigenomic alterations at the cell type level have largely remained unresolved. To identify cell type-specific alterations to cytosine modifications in pediatric central nervous system tumors, we utilize a multi-omic approach that integrated bulk DNA cytosine modification data (methylation and hydroxymethylation) with both bulk and single-cell RNA-sequencing data. We demonstrate a large reduction in the scope of significantly differentially modified cytosines in tumors when accounting for tumor cell type composition. In the progenitor-like cell types of tumors, we identify a preponderance differential Cytosine-phosphate-Guanine site hydroxymethylation rather than methylation. Genes with differential hydroxymethylation, like histone deacetylase 4 and insulin-like growth factor 1 receptor, are associated with cell type-specific changes in gene expression in tumors. Our results highlight the importance of epigenomic alterations in the progenitor-like cell types and its role in cell type-specific transcriptional regulation in pediatric central nervous system tumors.
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Affiliation(s)
- Min Kyung Lee
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA.
| | - Nasim Azizgolshani
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
- Department of Surgery, Columbia University Medical Center, New York, NY, USA
| | - Ze Zhang
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Laurent Perreard
- Dartmouth Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Fred W Kolling
- Dartmouth Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Lananh N Nguyen
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - George J Zanazzi
- Dartmouth Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
- Department of Pathology and Laboratory Medicine, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Lucas A Salas
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Brock C Christensen
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA.
- Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA.
- Department of Community and Family Medicine, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA.
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18
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Qi L, Baxter P, Kogiso M, Zhang H, Braun FK, Lindsay H, Zhao S, Xiao S, Abdallah AS, Suarez M, Huang Z, Teo WY, Yu L, Zhao X, Liu Z, Huang Y, Su JM, Man TK, Lau CC, Perlaky L, Du Y, Li XN. Direct Implantation of Patient Brain Tumor Cells into Matching Locations in Mouse Brains for Patient-Derived Orthotopic Xenograft Model Development. Cancers (Basel) 2024; 16:1716. [PMID: 38730671 PMCID: PMC11083000 DOI: 10.3390/cancers16091716] [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: 03/17/2024] [Revised: 04/11/2024] [Accepted: 04/23/2024] [Indexed: 05/13/2024] Open
Abstract
Background: Despite multimodality therapies, the prognosis of patients with malignant brain tumors remains extremely poor. One of the major obstacles that hinders development of effective therapies is the limited availability of clinically relevant and biologically accurate (CRBA) mouse models. Methods: We have developed a freehand surgical technique that allows for rapid and safe injection of fresh human brain tumor specimens directly into the matching locations (cerebrum, cerebellum, or brainstem) in the brains of SCID mice. Results: Using this technique, we successfully developed 188 PDOX models from 408 brain tumor patient samples (both high-and low-grade) with a success rate of 72.3% in high-grade glioma, 64.2% in medulloblastoma, 50% in ATRT, 33.8% in ependymoma, and 11.6% in low-grade gliomas. Detailed characterization confirmed their replication of the histopathological and genetic abnormalities of the original patient tumors. Conclusions: The protocol is easy to follow, without a sterotactic frame, in order to generate large cohorts of tumor-bearing mice to meet the needs of biological studies and preclinical drug testing.
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Affiliation(s)
- Lin Qi
- Shenzhen Key Laboratory for Systems Medicine in Inflammatory Diseases, School of Medicine, Sun Yat-sen University, Shenzhen 510080, China;
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
- Laboratory of Molecular Neuro-Oncology, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
- Ann & Robert H. Lurie Children’s Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; (S.X.); (A.S.A.); (M.S.); (Z.H.)
| | - Patricia Baxter
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
- Laboratory of Molecular Neuro-Oncology, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
| | - Mari Kogiso
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
- Laboratory of Molecular Neuro-Oncology, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
| | - Huiyuan Zhang
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
- Laboratory of Molecular Neuro-Oncology, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
| | - Frank K. Braun
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
- Laboratory of Molecular Neuro-Oncology, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
| | - Holly Lindsay
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
- Laboratory of Molecular Neuro-Oncology, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
| | - Sibo Zhao
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
- Laboratory of Molecular Neuro-Oncology, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
| | - Sophie Xiao
- Ann & Robert H. Lurie Children’s Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; (S.X.); (A.S.A.); (M.S.); (Z.H.)
| | - Aalaa Sanad Abdallah
- Ann & Robert H. Lurie Children’s Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; (S.X.); (A.S.A.); (M.S.); (Z.H.)
| | - Milagros Suarez
- Ann & Robert H. Lurie Children’s Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; (S.X.); (A.S.A.); (M.S.); (Z.H.)
| | - Zilu Huang
- Ann & Robert H. Lurie Children’s Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; (S.X.); (A.S.A.); (M.S.); (Z.H.)
| | - Wan Yee Teo
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
- The Laboratory of Pediatric Brain Tumor Research Office, SingHealth Duke-NUS Academic Medical Center, Singapore 169856, Singapore
| | - Litian Yu
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
- Laboratory of Molecular Neuro-Oncology, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
| | - Xiumei Zhao
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
- Laboratory of Molecular Neuro-Oncology, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
| | - Zhigang Liu
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
- Laboratory of Molecular Neuro-Oncology, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
| | - Yulun Huang
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
- Laboratory of Molecular Neuro-Oncology, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
| | - Jack M. Su
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
| | - Tsz-Kwong Man
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
| | - Ching C. Lau
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
| | - Laszlo Perlaky
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
| | - Yuchen Du
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
- Laboratory of Molecular Neuro-Oncology, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
- Ann & Robert H. Lurie Children’s Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; (S.X.); (A.S.A.); (M.S.); (Z.H.)
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL 60611, USA
| | - Xiao-Nan Li
- Texas Children’s Cancer Center, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA; (P.B.); (M.K.); (H.Z.); (F.K.B.); (H.L.); (S.Z.); (W.Y.T.); (L.Y.); (X.Z.); (Z.L.); (Y.H.); (J.M.S.); (T.-K.M.); (C.C.L.); (L.P.)
- Laboratory of Molecular Neuro-Oncology, Texas Children’s Hospital, Baylor College of Medicine, Houston, TX 77030, USA
- Ann & Robert H. Lurie Children’s Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA; (S.X.); (A.S.A.); (M.S.); (Z.H.)
- The Laboratory of Pediatric Brain Tumor Research Office, SingHealth Duke-NUS Academic Medical Center, Singapore 169856, Singapore
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19
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Schniederjan MJ, Potnis C, Vasudevaraja V, Moser CD, Watson B, Snuderl M, MacDonald T, Rogers BB. DNA Methylation Profiles Are Stable in H3 K27M-Mutant Diffuse Midline Glioma Neurosphere Cell Lines. CHILDREN (BASEL, SWITZERLAND) 2024; 11:492. [PMID: 38671709 PMCID: PMC11049299 DOI: 10.3390/children11040492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 04/02/2024] [Accepted: 04/12/2024] [Indexed: 04/28/2024]
Abstract
Diffuse midline gliomas are among the deadliest human cancers and have had little progress in treatment in the last 50 years. Cell cultures of these tumors have been developed recently, but the degree to which such cultures retain the characteristics of the source tumors is unknown. DNA methylation profiling offers a powerful tool to look at genome-wide epigenetic changes that are biologically meaningful and can help assess the similarity of cultured tumor cells to their in vivo progenitors. Paraffinized diagnostic tissue from three diffuse intrinsic pontine gliomas with H3 K27M mutations was compared with subsequent passages of neurosphere cell cultures from those tumors. Each cell line was passaged 3-4 times and analyzed with DNA methylation arrays and standard algorithms that provided a comparison of diagnostic classification and cluster analysis. All samples tested maintained high classifier scores and clustered within the reference group of H3 K27M-mutant diffuse midline gliomas. There was a gain of 1q in all cell lines, with two cell lines initially manifesting the gain of 1q only during culture. In vitro cell cultures of H3 K27M-mutant gliomas maintain high degrees of similarity in DNA methylation profiles to their source tumor, confirming their fidelity even with some chromosomal changes.
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Affiliation(s)
- Matthew J. Schniederjan
- Department of Pathology, Children’s Healthcare of Atlanta, Atlanta, GA 30342, USA (B.W.)
- Department of Pathology, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Cahil Potnis
- Department of Pathology, Children’s Healthcare of Atlanta, Atlanta, GA 30342, USA (B.W.)
| | - Varshini Vasudevaraja
- Department of Biomedical Informatics, New York University Langone Health, New York, NY 10016, USA;
| | - Catherine D. Moser
- Department of Pathology, Children’s Healthcare of Atlanta, Atlanta, GA 30342, USA (B.W.)
| | - Bethany Watson
- Department of Pathology, Children’s Healthcare of Atlanta, Atlanta, GA 30342, USA (B.W.)
| | - Matija Snuderl
- Department of Neuropathology, New York University Langone Health, New York, NY 10016, USA
| | - Tobey MacDonald
- Department of Pediatrics, Aflac Cancer and Blood Disorders Center, Children’s Healthcare of Atlanta, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Beverly B. Rogers
- Department of Pathology, Children’s Healthcare of Atlanta, Atlanta, GA 30342, USA (B.W.)
- Department of Pathology, Emory University School of Medicine, Atlanta, GA 30322, USA
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20
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Morales-Vargas B, Saad H, Refai D, Schniederjan M, Abdullaev Z, Aldape K, Abedalthagafi M. A case of myxopapillary ependymoma with predominant giant cell morphology: A rare entity with comprehensive genomic profiling and review of literature. Neuropathology 2024. [PMID: 38639066 DOI: 10.1111/neup.12977] [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: 12/01/2023] [Revised: 04/03/2024] [Accepted: 04/08/2024] [Indexed: 04/20/2024]
Abstract
In the evolving landscape of ependymoma classification, which integrates histological, molecular, and anatomical context, we detail a rare case divergent from the usual histopathological spectrum. We present the case of a 37-year-old man with symptomatic spinal cord compression at the L3-L4 level. Neuroradiological evaluation revealed an intradural, encapsulated mass. Histologically, the tumor displayed atypical features: bizarre pleomorphic giant cells, intranuclear inclusions, mitotic activity, and a profusion of eosinophilic cytoplasm with hyalinized vessels, deviating from the characteristic perivascular pseudorosettes or myxopapillary patterns. Immunohistochemical staining bolstered this divergence, marking the tumor cells positive for glial fibrillary acidic protein and epithelial membrane antigen with a characteristic ring-like pattern, and CD99 but negative for Olig-2. These markers, alongside methylation profiling, facilitated its classification as a myxopapillary ependymoma (MPE), despite the atypical histologic features. This profile underscores the necessity of a multifaceted diagnostic process, especially when histological presentation is uncommon, confirming the critical role of immunohistochemistry and molecular diagnostics in classifying morphologically ambiguous ependymomas and exemplifying the histological diversity within MPEs.
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Affiliation(s)
- Bryan Morales-Vargas
- Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Hassan Saad
- Department of Neurological Surgery, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Daniel Refai
- Department of Neurological Surgery, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Matthew Schniederjan
- Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Zied Abdullaev
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Kenneth Aldape
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Malak Abedalthagafi
- Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
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21
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Tauziède-Espariat A, Nicaise Y, Sievers P, Sahm F, von Deimling A, Guillemot D, Pierron G, Duchesne M, Edjlali M, Dangouloff-Ros V, Boddaert N, Roux A, Dezamis E, Hasty L, Lhermitte B, Hirsch E, Hirsch MPV, Ardellier FD, Karnoub MA, Csanyi M, Maurage CA, Mokhtari K, Bielle F, Rigau V, Roujeau T, Abad M, Klein S, Bernier M, Horodyckid C, Adam C, Brandal P, Niehusmann P, Vannod-Michel Q, Provost C, de Champfleur NM, Nichelli L, Métais A, Mariet C, Chrétien F, Blauwblomme T, Beccaria K, Pallud J, Puget S, Uro-Coste E, Varlet P. CNS tumors with PLAGL1-fusion: beyond ZFTA and YAP1 in the genetic spectrum of supratentorial ependymomas. Acta Neuropathol Commun 2024; 12:55. [PMID: 38581034 PMCID: PMC10998316 DOI: 10.1186/s40478-023-01695-7] [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: 10/12/2023] [Accepted: 11/22/2023] [Indexed: 04/07/2024] Open
Abstract
A novel methylation class, "neuroepithelial tumor, with PLAGL1 fusion" (NET-PLAGL1), has recently been described, based on epigenetic features, as a supratentorial pediatric brain tumor with recurrent histopathological features suggesting an ependymal differentiation. Because of the recent identification of this neoplastic entity, few histopathological, radiological and clinical data are available. Herein, we present a detailed series of nine cases of PLAGL1-fused supratentorial tumors, reclassified from a series of supratentorial ependymomas, non-ZFTA/non-YAP1 fusion-positive and subependymomas of the young. This study included extensive clinical, radiological, histopathological, ultrastructural, immunohistochemical, genetic and epigenetic (DNA methylation profiling) data for characterization. An important aim of this work was to evaluate the sensitivity and specificity of a novel fluorescent in situ hybridization (FISH) targeting the PLAGL1 gene. Using histopathology, immunohistochemistry and electron microscopy, we confirmed the ependymal differentiation of this new neoplastic entity. Indeed, the cases histopathologically presented as "mixed subependymomas-ependymomas" with well-circumscribed tumors exhibiting a diffuse immunoreactivity for GFAP, without expression of Olig2 or SOX10. Ultrastructurally, they also harbored features reminiscent of ependymal differentiation, such as cilia. Different gene partners were fused with PLAGL1: FOXO1, EWSR1 and for the first time MAML2. The PLAGL1 FISH presented a 100% sensitivity and specificity according to RNA sequencing and DNA methylation profiling results. This cohort of supratentorial PLAGL1-fused tumors highlights: 1/ the ependymal cell origin of this new neoplastic entity; 2/ benefit of looking for a PLAGL1 fusion in supratentorial cases of non-ZFTA/non-YAP1 ependymomas; and 3/ the usefulness of PLAGL1 FISH.
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Affiliation(s)
- Arnault Tauziède-Espariat
- Department of Neuropathology, GHU Paris-Psychiatrie Et Neurosciences, Sainte-Anne Hospital, 1, Rue Cabanis, 75014, Paris, France.
| | - Yvan Nicaise
- Department of Pathology, Toulouse University Hospital, Toulouse, France
- Cancer Research Center of Toulouse (CRCT), INSERM U1037, Toulouse, France
| | - Philipp Sievers
- Department of Neuropathology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center DKFZ, German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Felix Sahm
- Department of Neuropathology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center DKFZ, German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Andreas von Deimling
- Department of Neuropathology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center DKFZ, German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Delphine Guillemot
- Paris-Sciences-Lettres, Curie Institute Research Center, INSERMU830, Paris, France
- Laboratory of Somatic Genetics, Curie Institute Hospital, Paris, France
| | - Gaëlle Pierron
- Paris-Sciences-Lettres, Curie Institute Research Center, INSERMU830, Paris, France
- Laboratory of Somatic Genetics, Curie Institute Hospital, Paris, France
| | - Mathilde Duchesne
- Department of Pathology, Dupuytren University Hospital, Limoges, France
| | - Myriam Edjlali
- Radiology Department, AP-HP, Raymond Poincaré Hospital, 92380, Garches, France
| | - Volodia Dangouloff-Ros
- Pediatric Radiology Department, AP-HP, Hôpital Universitaire Necker-Enfants Malades, France, and Université de Paris, INSERM ERL UA10, INSERM U1163, Institut Imagine, F-75015, Paris, France
| | - Nathalie Boddaert
- Pediatric Radiology Department, AP-HP, Hôpital Universitaire Necker-Enfants Malades, France, and Université de Paris, INSERM ERL UA10, INSERM U1163, Institut Imagine, F-75015, Paris, France
| | - Alexandre Roux
- Department of Neurosurgery, GHU Paris-Psychiatrie Et Neurosciences, Sainte-Anne Hospital, Paris, France
| | - Edouard Dezamis
- Department of Neurosurgery, GHU Paris-Psychiatrie Et Neurosciences, Sainte-Anne Hospital, Paris, France
| | - Lauren Hasty
- Department of Neuropathology, GHU Paris-Psychiatrie Et Neurosciences, Sainte-Anne Hospital, 1, Rue Cabanis, 75014, Paris, France
| | - Benoît Lhermitte
- Department of Pathology, Strasbourg Hospital, Strasbourg, France
| | - Edouard Hirsch
- Department of Neurology, Strasbourg Hospital, Strasbourg, France
| | | | - François-Daniel Ardellier
- Radiology 2 Department, Strasbourg University Hospital, Hautepierre Hospital, Strasbourg, France
- Engineering Science, Computer Science and Imaging Laboratory (ICube), Integrative Multimodal Imaging in Healthcare, UMR 7357, University of Strasbourg-CNRS, Strasbourg, France
| | - Mélodie-Anne Karnoub
- Department of Pediatric Neurosurgery, Lille University Hospital, 59000, Lille, France
| | - Marie Csanyi
- Institute of Pathology, Centre de Biologie Pathologie, Lille University Hospital, 59000, Lille, France
| | - Claude-Alain Maurage
- Institute of Pathology, Centre de Biologie Pathologie, Lille University Hospital, 59000, Lille, France
| | - Karima Mokhtari
- Sorbonne Université, AP-HP, Institut du Cerveau - Paris Brain Institute - ICM, Inserm,, CNRS, Hôpitaux Universitaires La Pitié Salpêtrière - Charles Foix, Service de Neuropathologie, 75013, Paris, France
| | - Franck Bielle
- Sorbonne Université, AP-HP, Institut du Cerveau - Paris Brain Institute - ICM, Inserm,, CNRS, Hôpitaux Universitaires La Pitié Salpêtrière - Charles Foix, Service de Neuropathologie, 75013, Paris, France
| | - Valérie Rigau
- Department of Pathology, Gui de Chauliac Hospital, 34295, Montpellier, France
| | - Thomas Roujeau
- Department of Neurosurgery, Gui de Chauliac Hospital, 34295, Montpellier, France
| | - Marine Abad
- Department of Pathology, Jean Minjoz Hospital, Besançon, France
| | - Sébastien Klein
- Department of Pediatric Oncology, Jean Minjoz Hospital, Besançon, France
| | | | | | - Clovis Adam
- Department of Pathology, Bicêtre Hospital, 94275, Le Kremlin-Bicêtre, France
| | - Petter Brandal
- Section for Cancer Cytogenetics, Institute for Cancer Genetics and Informatics, Oslo University Hospital, Oslo, Norway
- Department of Oncology, Oslo University Hospital-The Norwegian Radium Hospital, Oslo, Norway
| | - Pitt Niehusmann
- Devision of Cancer Medicine, Oslo University Hospital, Oslo, Norway
- Department of Pathology, Oslo University Hospital, Oslo, Norway
| | | | - Corentin Provost
- Department of Radiology, GHU-Paris-Psychiatrie Et Neurosciences, Hôpital Sainte Anne, 75014, Paris, France
| | | | - Lucia Nichelli
- Department of Neuroradiology, Sorbonne Université, AP-HP, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, Hôpitaux Universitaires La Pitié Salpêtrière - Charles Foix, 75013, Paris, France
| | - Alice Métais
- Department of Neuropathology, GHU Paris-Psychiatrie Et Neurosciences, Sainte-Anne Hospital, 1, Rue Cabanis, 75014, Paris, France
- Institute of Psychiatry and Neuroscience of Paris (IPNP), Université Paris Cité, INSERM U1266, Imabrain Team, 75014, Paris, France
| | - Cassandra Mariet
- Department of Neuropathology, GHU Paris-Psychiatrie Et Neurosciences, Sainte-Anne Hospital, 1, Rue Cabanis, 75014, Paris, France
| | - Fabrice Chrétien
- Department of Neuropathology, GHU Paris-Psychiatrie Et Neurosciences, Sainte-Anne Hospital, 1, Rue Cabanis, 75014, Paris, France
- Institute of Psychiatry and Neuroscience of Paris (IPNP), Université Paris Cité, INSERM U1266, Imabrain Team, 75014, Paris, France
| | - Thomas Blauwblomme
- Department of Pediatric Neurosurgery, Necker Hospital, APHP, Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Kévin Beccaria
- Department of Pediatric Neurosurgery, Necker Hospital, APHP, Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Johan Pallud
- Department of Neurosurgery, GHU Paris-Psychiatrie Et Neurosciences, Sainte-Anne Hospital, Paris, France
- Institute of Psychiatry and Neuroscience of Paris (IPNP), Université Paris Cité, INSERM U1266, Imabrain Team, 75014, Paris, France
| | - Stéphanie Puget
- Department of Neurosurgery, La Martinique Hospital, Fort-de-France, France
| | - Emmanuelle Uro-Coste
- Department of Pathology, Toulouse University Hospital, Toulouse, France
- Cancer Research Center of Toulouse (CRCT), INSERM U1037, Toulouse, France
- Université Paul Sabatier, Toulouse III, Toulouse, France
| | - Pascale Varlet
- Department of Neuropathology, GHU Paris-Psychiatrie Et Neurosciences, Sainte-Anne Hospital, 1, Rue Cabanis, 75014, Paris, France
- Institute of Psychiatry and Neuroscience of Paris (IPNP), Université Paris Cité, INSERM U1266, Imabrain Team, 75014, Paris, France
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22
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de Castro JVA, Kulikowski LD, Wolff BM, Natalino R, Carraro DM, Torrezan GT, Scapulatempo Neto C, Amancio CT, Canedo FSNA, Feher O, Costa FD. Strong OLIG2 expression in supratentorial ependymoma, ZFTA fusion-positive: A potential diagnostic pitfall. Neuropathology 2024; 44:167-172. [PMID: 37855183 DOI: 10.1111/neup.12947] [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: 05/10/2023] [Revised: 09/29/2023] [Accepted: 10/01/2023] [Indexed: 10/20/2023]
Abstract
Ependymomas (EPN) are central nervous system neoplasms that exhibit an ependymal phenotype. In particular, supratentorial EPN (ST-EPN) must be differentiated from more aggressive entities such as glioblastoma, IDH-wildtype. This task is frequently addressed with the use of immunohistochemistry coupled with clinical presentation and morphological features. Here we describe the case of a young adult presenting with migraine-like symptoms and a temporoinsular-based expansile mass that was first diagnosed as a GBM, mostly based on strong and diffuse oligodendrocyte transcription factor 2 (OLIG2) expression. Molecular characterization revealed a ZFTA::RELA fusion, supporting the diagnosis of ST-EPN, ZFTA fusion-positive. OLIG2 expression is rarely reported in tumors other than GBM and oligodendrocyte-lineage committed neoplasms. The patient was treated with radiotherapy and temozolomide after surgery and was alive and well at follow-up. This report illustrates the need to assess immunostains within a broader clinical, morphological and molecular context to avoid premature exclusion of important differential diagnoses.
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Affiliation(s)
| | | | | | | | - Dirce Maria Carraro
- Department of Anatomic Pathology, AC Camargo Cancer Center, São Paulo, Brazil
| | | | | | - Camila Trolez Amancio
- Departamento de Radiologia e Diagnóstico por Imagem, Hospital Sírio-Libanês, São Paulo, Brazil
| | | | - Olavo Feher
- Departamento de Oncologia Clínica, Hospital Sírio-Libanês, São Paulo, Brazil
| | - Felipe D'Almeida Costa
- Department of Anatomic Pathology, AC Camargo Cancer Center, São Paulo, Brazil
- DASA, São Paulo, Brazil
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23
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Wang B, Yan M, Han B, Liu X, Liu P. Impact of Molecular Subgroups on Prognosis and Survival Outcomes in Posterior Fossa Ependymomas: A Retrospective Study of 412 Cases. Neurosurgery 2024:00006123-990000000-01103. [PMID: 38529997 DOI: 10.1227/neu.0000000000002923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Accepted: 01/25/2024] [Indexed: 03/27/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Posterior fossa ependymomas (PFEs) are rare brain tumors classified as PF-EPN-A (PFA) and PF-EPN-B (PFB) subgroups. The study aimed to evaluate the prognosis and survival outcomes in PFEs, with a focus on the impact of molecular subgroups. METHODS A retrospective study was conducted on 412 patients with PFEs. Kaplan-Meier survival analyses were conducted to evaluate the overall survival (OS) and progression-free survival. Cox regression analyses were conducted to assess the prognostic factors. A nomogram was developed to predict the OS rates of PFEs. RESULTS The study revealed significant differences between PFA and PFB in patient and tumor characteristics. PFAs were associated with poorer OS (hazard ratios [HR] 3.252, 95% CI 1.777-5.950, P < .001) and progression-free survival (HR 4.144, 95% CI 2.869-5.985, P < .001). World Health Organization grade 3 was associated with poorer OS (HR 2.389, 95% CI 1.236-4.617, P = .010). As for treatment patterns, gross total resection followed by radiotherapy or the combination of radiotherapy and chemotherapy yielded the most favorable OS for PFA (P = .025 for both), whereas gross total resection followed by radiotherapy rather than observation showed improved OS for PFB (P = .046). The nomogram demonstrated a high degree of accuracy and discrimination capacity for the prediction of OS rates for up to 10 years. In addition, 6 cases of PFA (3.51%) with H3K27M mutations were identified. CONCLUSION PFAs demonstrate worse prognosis and survival outcomes compared with PFBs. Both PFAs and PFBs necessitate maximal resection followed by intensive adjuvant therapies in long-term effects.
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Affiliation(s)
- Bo Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Minjun Yan
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Bo Han
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xing Liu
- Department of Neuropathology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Pinan Liu
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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24
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Kardian AS, Mack S. The Intersection of Epigenetic Alterations and Developmental State in Pediatric Ependymomas. Dev Neurosci 2024:000537694. [PMID: 38527429 DOI: 10.1159/000537694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 02/03/2024] [Indexed: 03/27/2024] Open
Abstract
BACKGROUND Ependymomas are the third most common brain cancer in children and have no targeted therapies. They are divided into at least 9 major subtypes based on molecular characteristics and major drivers and have few genetic mutations compared to the adult form of this disease, leading to investigation of other mechanisms. SUMMARY Epigenetic alterations such as transcriptional programs activated by oncofusion proteins and alterations in histone modifications play an important role in development of this disease. Evidence suggests these alterations interact with the developmental epigenetic programs in the cell of origin to initiate neoplastic transformation and later disease progression, perhaps by keeping a portion of tumor cells in a developmental, proliferative state. KEY MESSAGES To better understand this disease, research on its developmental origins and associated epigenetic states needs to be further pursued. This could lead to better treatments, which are currently lacking due to the difficult-to-drug nature of known drivers such as fusion proteins. Epigenetic and developmental states characteristic of these tumors may not just be potential therapeutic targets, but used as a tool to find new avenues of treatment.
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25
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d’Amati A, Bargiacchi L, Rossi S, Carai A, Bertero L, Barresi V, Errico ME, Buccoliero AM, Asioli S, Marucci G, Del Baldo G, Mastronuzzi A, Miele E, D’Antonio F, Schiavello E, Biassoni V, Massimino M, Gessi M, Antonelli M, Gianno F. Pediatric CNS tumors and 2021 WHO classification: what do oncologists need from pathologists? Front Mol Neurosci 2024; 17:1268038. [PMID: 38544524 PMCID: PMC10966132 DOI: 10.3389/fnmol.2024.1268038] [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: 07/27/2023] [Accepted: 02/23/2024] [Indexed: 05/14/2024] Open
Abstract
The fifth edition of the WHO Classification of Tumors of the Central Nervous System (CNS), published in 2021, established new approaches to both CNS tumor nomenclature and grading, emphasizing the importance of integrated diagnoses and layered reports. This edition increased the role of molecular diagnostics in CNS tumor classification while still relying on other established approaches such as histology and immunohistochemistry. Moreover, it introduced new tumor types and subtypes based on novel diagnostic technologies such as DNA methylome profiling. Over the past decade, molecular techniques identified numerous key genetic alterations in CSN tumors, with important implications regarding the understanding of pathogenesis but also for prognosis and the development and application of effective molecularly targeted therapies. This review summarizes the major changes in the 2021 fifth edition classification of pediatric CNS tumors, highlighting for each entity the molecular alterations and other information that are relevant for diagnostic, prognostic, or therapeutic purposes and that patients' and oncologists' need from a pathology report.
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Affiliation(s)
- Antonio d’Amati
- Unit of Anatomical Pathology, Department of Precision and Regenerative Medicine and Ionian Area, University of Bari “Aldo Moro”, Bari, Italy
- Unit of Human Anatomy and Histology, Department of Translational Biomedicine and Neuroscience (DiBraiN), University of Bari “Aldo Moro”, Bari, Italy
- Unit of Anatomical Pathology, Department of Radiology, Oncology and Anatomical Pathology, University La Sapienza, Rome, Italy
- Neuropathology Unit, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Università Cattolica S. Cuore, Roma, Italy
| | - Lavinia Bargiacchi
- Unit of Anatomical Pathology, Department of Radiology, Oncology and Anatomical Pathology, University La Sapienza, Rome, Italy
| | - Sabrina Rossi
- Pathology Unit, Department of Laboratories, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
| | - Andrea Carai
- Department of Neuroscience and Neurorehabilitation, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Luca Bertero
- Pathology Unit, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Valeria Barresi
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Maria Elena Errico
- Department of Pathology, AORN Santobono Pausilipon, Pediatric Hospital, Naples, Italy
| | | | - Sofia Asioli
- Department of Biomedical and Neuromotor Sciences (DIBINEM), Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Gianluca Marucci
- Neuropathology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Giada Del Baldo
- Department of Paediatric Haematology/Oncology, IRCCS Bambino Gesù Children's Hospital, Rome, Italy
| | - Angela Mastronuzzi
- Department of Paediatric Haematology/Oncology, IRCCS Bambino Gesù Children's Hospital, Rome, Italy
| | - Evelina Miele
- Department of Paediatric Haematology/Oncology, IRCCS Bambino Gesù Children's Hospital, Rome, Italy
| | - Federica D’Antonio
- Department of Paediatric Haematology/Oncology, IRCCS Bambino Gesù Children's Hospital, Rome, Italy
| | - Elisabetta Schiavello
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Veronica Biassoni
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Maura Massimino
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Marco Gessi
- Neuropathology Unit, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Università Cattolica S. Cuore, Roma, Italy
| | - Manila Antonelli
- Unit of Anatomical Pathology, Department of Radiology, Oncology and Anatomical Pathology, University La Sapienza, Rome, Italy
- IRCCS Neuromed, Pozzilli, Isernia, Italy
| | - Francesca Gianno
- Unit of Anatomical Pathology, Department of Radiology, Oncology and Anatomical Pathology, University La Sapienza, Rome, Italy
- IRCCS Neuromed, Pozzilli, Isernia, Italy
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Ni J, Zhang H, Yang Q, Fan X, Xu J, Sun J, Zhang J, Hu Y, Xiao Z, Zhao Y, Zhu H, Shi X, Feng W, Wang J, Wan C, Zhang X, Liu Y, You Y, Yu Y. Machine-Learning and Radiomics-Based Preoperative Prediction of Ki-67 Expression in Glioma Using MRI Data. Acad Radiol 2024:S1076-6332(24)00079-5. [PMID: 38458887 DOI: 10.1016/j.acra.2024.02.009] [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: 08/22/2023] [Revised: 01/25/2024] [Accepted: 02/06/2024] [Indexed: 03/10/2024]
Abstract
BACKGROUND Gliomas are the most common primary brain tumours and constitute approximately half of all malignant glioblastomas. Unfortunately, patients diagnosed with malignant glioblastomas typically survive for less than a year. In light of this circumstance, genotyping is an effective means of categorising gliomas. The Ki67 proliferation index, a widely used marker of cellular proliferation in clinical contexts, has demonstrated potential for predicting tumour classification and prognosis. In particular, magnetic resonance imaging (MRI) plays a vital role in the diagnosis of brain tumours. Using MRI to extract glioma-related features and construct a machine learning model offers a viable avenue to classify and predict the level of Ki67 expression. METHODS This study retrospectively collected MRI data and postoperative immunohistochemical results from 613 glioma patients from the First Affliated Hospital of Nanjing Medical University. Subsequently, we performed registration and skull stripping on the four MRI modalities: T1-weighted (T1), T2-weighted (T2), T1-weighted with contrast enhancement (T1CE), and Fluid Attenuated Inversion Recovery (FLAIR). Each modality's segmentation yielded three distinct tumour regions. Following segmentation, a comprehensive set of features encompassing texture, first-order, and shape attributes were extracted from these delineated regions. Feature selection was conducted using the least absolute shrinkage and selection operator (LASSO) algorithm with subsequent sorting to identify the most important features. These selected features were further analysed using correlation analysis to finalise the selection for machine learning model development. Eight models: logistic regression (LR), naive bayes, decision tree, gradient boosting tree, and support vector classification (SVM), random forest (RF), XGBoost, and LightGBM were used to objectively classify Ki67 expression. RESULTS In total, 613 patients were enroled in the study, and 24,455 radiomic features were extracted from each patient's MRI. These features were eventually reduced to 36 after LASSO screening, RF importance ranking, and correlation analysis. Among all the tested machine learning models, LR and linear SVM exhibited superior performance. LR achieved the highest area under the curve score of 0.912 ± 0.036, while linear SVM obtained the top accuracy with a score of 0.884 ± 0.031. CONCLUSION This study introduced a novel approach for classifying Ki67 expression levels using MRI, which has been proven to be highly effective. With the LR model at its core, our method demonstrated its potential in signalling a promising avenue for future research. This innovative approach of predicting Ki67 expression based on MRI features not only enhances our understanding of cell activity but also represents a significant leap forward in brain glioma research. This underscores the potential of integrating machine learning with medical imaging to aid in the diagnosis and prognosis of complex diseases.
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Affiliation(s)
- Jiaying Ni
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, Jiangsu 211166, China
| | - Hongjian Zhang
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, Jiangsu 211166, China
| | - Qing Yang
- Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China
| | - Xiao Fan
- Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China
| | - Junqing Xu
- The second Clinical Medical School, Nanjing Medical University, Nanjing 211166, China
| | - Jianing Sun
- School of Public Health, Nanjing Medical University, Nanjing 211166, China
| | - Junxia Zhang
- Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China
| | - Yifang Hu
- Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China
| | - Zheming Xiao
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, Jiangsu 211166, China
| | - Yuhong Zhao
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, Jiangsu 211166, China
| | - Hongli Zhu
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, Jiangsu 211166, China
| | - Xian Shi
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, Jiangsu 211166, China
| | - Wei Feng
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, Jiangsu 211166, China
| | - Junjie Wang
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, Jiangsu 211166, China; Institute of Medical Informatics and Management, Nanjing Medical University, Jiangsu 210029, China
| | - Cheng Wan
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, Jiangsu 211166, China; Institute of Medical Informatics and Management, Nanjing Medical University, Jiangsu 210029, China
| | - Xin Zhang
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, Jiangsu 211166, China; Institute of Medical Informatics and Management, Nanjing Medical University, Jiangsu 210029, China
| | - Yun Liu
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, Jiangsu 211166, China; Institute of Medical Informatics and Management, Nanjing Medical University, Jiangsu 210029, China
| | - Yongping You
- Department of Neurosurgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China
| | - Yun Yu
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, Jiangsu 211166, China; Institute of Medical Informatics and Management, Nanjing Medical University, Jiangsu 210029, China.
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Klauschen F, Dippel J, Keyl P, Jurmeister P, Bockmayr M, Mock A, Buchstab O, Alber M, Ruff L, Montavon G, Müller KR. [Explainable artificial intelligence in pathology]. PATHOLOGIE (HEIDELBERG, GERMANY) 2024; 45:133-139. [PMID: 38315198 DOI: 10.1007/s00292-024-01308-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/19/2024] [Indexed: 02/07/2024]
Abstract
With the advancements in precision medicine, the demands on pathological diagnostics have increased, requiring standardized, quantitative, and integrated assessments of histomorphological and molecular pathological data. Great hopes are placed in artificial intelligence (AI) methods, which have demonstrated the ability to analyze complex clinical, histological, and molecular data for disease classification, biomarker quantification, and prognosis estimation. This paper provides an overview of the latest developments in pathology AI, discusses the limitations, particularly concerning the black box character of AI, and describes solutions to make decision processes more transparent using methods of so-called explainable AI (XAI).
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Affiliation(s)
- Frederick Klauschen
- Pathologisches Institut, Ludwig-Maximilians-Universität München, Thalkirchner Str. 36, 80337, München, Deutschland.
- Institut für Pathologie, Charité - Universitätsmedizin Berlin, Berlin, Deutschland.
- BIFOLD - Berlin Institute for the Foundations of Learning and Data, Berlin, Deutschland.
- Deutsches Krebsforschungszentrum (DKTK/DKFZ), Partnerstandort München, München, Deutschland.
| | - Jonas Dippel
- BIFOLD - Berlin Institute for the Foundations of Learning and Data, Berlin, Deutschland
- Machine Learning Group, Fachbereich Elektrotechnik und Informatik, Technische Universität Berlin, Berlin, Deutschland
| | - Philipp Keyl
- Pathologisches Institut, Ludwig-Maximilians-Universität München, Thalkirchner Str. 36, 80337, München, Deutschland
| | - Philipp Jurmeister
- Pathologisches Institut, Ludwig-Maximilians-Universität München, Thalkirchner Str. 36, 80337, München, Deutschland
- Deutsches Krebsforschungszentrum (DKTK/DKFZ), Partnerstandort München, München, Deutschland
| | - Michael Bockmayr
- Institut für Pathologie, Charité - Universitätsmedizin Berlin, Berlin, Deutschland
- Pädiatrische Hämatologie und Onkologie, Universitätsklinikum Hamburg-Eppendorf, Hamburg, Deutschland
- Forschungsinstitut Kinderkrebs-Zentrum Hamburg, Hamburg, Deutschland
| | - Andreas Mock
- Pathologisches Institut, Ludwig-Maximilians-Universität München, Thalkirchner Str. 36, 80337, München, Deutschland
- Deutsches Krebsforschungszentrum (DKTK/DKFZ), Partnerstandort München, München, Deutschland
| | - Oliver Buchstab
- Pathologisches Institut, Ludwig-Maximilians-Universität München, Thalkirchner Str. 36, 80337, München, Deutschland
| | - Maximilian Alber
- Institut für Pathologie, Charité - Universitätsmedizin Berlin, Berlin, Deutschland
- Aignostics GmbH, Berlin, Deutschland
| | | | - Grégoire Montavon
- BIFOLD - Berlin Institute for the Foundations of Learning and Data, Berlin, Deutschland
- Machine Learning Group, Fachbereich Elektrotechnik und Informatik, Technische Universität Berlin, Berlin, Deutschland
- Fachbereich Mathematik und Informatik, Freie Universität Berlin, Berlin, Deutschland
| | - Klaus-Robert Müller
- BIFOLD - Berlin Institute for the Foundations of Learning and Data, Berlin, Deutschland.
- Machine Learning Group, Fachbereich Elektrotechnik und Informatik, Technische Universität Berlin, Berlin, Deutschland.
- Department of Artificial Intelligence, Korea University, Seoul, Südkorea.
- Max-Planck-Institut für Informatik, Saarbrücken, Deutschland.
- Machine Learning/Intelligent Data Analysis (IDA), Technische Universität Berlin, Marchstr. 23, 10587, Berlin, Deutschland.
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Miranda-Lloret P, Plaza-Ramírez E, Simal-Julián JA, Pancucci G, Cañete A, Montoya-Filardi A, Llavador G. Lateral-type posterior fossa ependymomas in pediatric population. NEUROCIRUGIA (ENGLISH EDITION) 2024; 35:87-94. [PMID: 38244924 DOI: 10.1016/j.neucie.2023.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 10/03/2023] [Indexed: 01/22/2024]
Abstract
BACKGROUND Lateral-type posterior fossa ependymomas are a well-defined subtype of tumours both clinically and pathologically, with a poor prognosis. Their incidence is low and surgical management is challenging. The objective of the present work is to review our series of lateral-tye posterior fossa ependymomas and compare our results with those of previous series. METHODS Among 30 cases of ependymoma operated in our paediatric department in the last ten years, we identified seven cases of lateral-type posterior fossa ependymomas. We then performed a retrospective, descriptive study. RESULTS Mean age of our patients was 3.75 years. 6 cases presented with hydrocephalus. Mean tumour volume at diagnosis was 61 cc. A complete resection was achieved in six cases and a near-total resection in one patient. 5 patients transiently required a gastrostomy and a tracheostomy. Mean follow-up was 58 months. One case progressed along this period and eventually died. 4 cases of hydrocephalus required a ventriculoperitoneal CSF shunt and two were managed with a third ventriculostomy. At last follow-up 4 patients carried a normal life and two displayed a mild restriction according to Lansky´s scale. CONCLUSIONS The aim of surgical treatment in lateral-type posterior fossa ependymomas is complete resection. Neurological deficits associated to lower cranial nerve dysfunction are common but transient. Deeper genetic characterization of these tumours may identify risk factors that guide stratification of adjuvant therapies.
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Affiliation(s)
- Pablo Miranda-Lloret
- Servicios de Neurocirugía, Oncología Pediátrica, Radiología Pediátrica y Anatomía Patológica, Hospital Universitario y Politécnico La Fe, Valencia, Spain.
| | - Estela Plaza-Ramírez
- Servicios de Neurocirugía, Oncología Pediátrica, Radiología Pediátrica y Anatomía Patológica, Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | - Juan Antonio Simal-Julián
- Servicios de Neurocirugía, Oncología Pediátrica, Radiología Pediátrica y Anatomía Patológica, Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | - Giovanni Pancucci
- Servicios de Neurocirugía, Oncología Pediátrica, Radiología Pediátrica y Anatomía Patológica, Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | - Adela Cañete
- Servicios de Neurocirugía, Oncología Pediátrica, Radiología Pediátrica y Anatomía Patológica, Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | - Alejandro Montoya-Filardi
- Servicios de Neurocirugía, Oncología Pediátrica, Radiología Pediátrica y Anatomía Patológica, Hospital Universitario y Politécnico La Fe, Valencia, Spain
| | - Gemma Llavador
- Servicios de Neurocirugía, Oncología Pediátrica, Radiología Pediátrica y Anatomía Patológica, Hospital Universitario y Politécnico La Fe, Valencia, Spain
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Satgunaseelan L, Sy J, Shivalingam B, Sim HW, Alexander KL, Buckland ME. Prognostic and predictive biomarkers in central nervous system tumours: the molecular state of play. Pathology 2024; 56:158-169. [PMID: 38233331 DOI: 10.1016/j.pathol.2023.11.003] [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: 09/01/2023] [Revised: 10/31/2023] [Accepted: 11/01/2023] [Indexed: 01/19/2024]
Abstract
Central nervous system (CNS) tumours were one of the first cancer types to adopt and integrate molecular profiling into routine clinical diagnosis in 2016. The vast majority of these biomarkers, used to discriminate between tumour types, also offered prognostic information. With the advent of The Cancer Genome Atlas (TCGA) and other large genomic datasets, further prognostic sub-stratification was possible within tumour types, leading to increased precision in CNS tumour grading. This review outlines the evolution of the molecular landscape of adult CNS tumours, through the prism of World Health Organization (WHO) Classifications. We begin our journey in the pre-molecular era, where high-grade gliomas were divided into 'primary' and 'secondary' glioblastomas. Molecular alterations explaining these clinicopathological observations were the first branching points of glioma diagnostics, with the discovery of IDH1/2 mutations and 1p/19q codeletion. Subsequently, the rigorous characterisation of paediatric gliomas led to the unearthing of histone H3 alterations as a key event in gliomagenesis, which also had implications for young adult patients. Simultaneously, studies investigating prognostic biomarkers within tumour types were undertaken. Certain genomic phenotypes were found to portend unfavourable outcomes, for example, MYCN amplification in spinal ependymoma. The arrival of methylation profiling, having revolutionised the diagnosis of CNS tumours, now promises to bring increased prognostic accuracy, as has been shown in meningiomas. While MGMT promoter hypermethylation has remained a reliable biomarker of response to cytotoxic chemotherapy, targeted therapy in CNS tumours has unfortunately not had the success of other cancers. Therefore, predictive biomarkers have lagged behind the identification of prognostic biomarkers in CNS tumours. Emerging research from new clinical trials is cause for guarded optimism and may shift our conceptualisation of predictive biomarker testing in CNS tumours.
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Affiliation(s)
- Laveniya Satgunaseelan
- Department of Neuropathology, Royal Prince Alfred Hospital, Sydney, NSW, Australia; Sydney Medical School, Faculty of Medicine and Health Sciences, The University of Sydney, Sydney, NSW, Australia; Department of Neurosurgery, Chris O'Brien Lifehouse, Sydney, NSW, Australia
| | - Joanne Sy
- Department of Neuropathology, Royal Prince Alfred Hospital, Sydney, NSW, Australia; Sydney Medical School, Faculty of Medicine and Health Sciences, The University of Sydney, Sydney, NSW, Australia
| | - Brindha Shivalingam
- Sydney Medical School, Faculty of Medicine and Health Sciences, The University of Sydney, Sydney, NSW, Australia; Department of Neurosurgery, Chris O'Brien Lifehouse, Sydney, NSW, Australia
| | - Hao-Wen Sim
- Sydney Medical School, Faculty of Medicine and Health Sciences, The University of Sydney, Sydney, NSW, Australia; Department of Medical Oncology, Chris O'Brien Lifehouse, Sydney, NSW, Australia; Faculty of Medicine and Health, University of New South Wales, Sydney, NSW, Australia
| | - Kimberley L Alexander
- Department of Neuropathology, Royal Prince Alfred Hospital, Sydney, NSW, Australia; Department of Neurosurgery, Chris O'Brien Lifehouse, Sydney, NSW, Australia; School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Michael E Buckland
- Department of Neuropathology, Royal Prince Alfred Hospital, Sydney, NSW, Australia; Sydney Medical School, Faculty of Medicine and Health Sciences, The University of Sydney, Sydney, NSW, Australia.
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Hatanaka EA, Breunig JJ. In vitro and in vivo modeling systems of supratentorial ependymomas. Front Oncol 2024; 14:1360358. [PMID: 38469231 PMCID: PMC10925685 DOI: 10.3389/fonc.2024.1360358] [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: 12/22/2023] [Accepted: 02/05/2024] [Indexed: 03/13/2024] Open
Abstract
Ependymomas are rare brain tumors that can occur in both children and adults. Subdivided by the tumors' initial location, ependymomas develop in the central nervous system in the supratentorial or infratentorial/posterior fossa region, or the spinal cord. Supratentorial ependymomas (ST-EPNs) are predominantly characterized by common driver gene fusions such as ZFTA and YAP1 fusions. Some variants of ST-EPNs carry a high overall survival rate. In poorly responding ST-EPN variants, high levels of inter- and intratumoral heterogeneity, limited therapeutic strategies, and tumor recurrence are among the reasons for poor patient outcomes with other ST-EPN subtypes. Thus, modeling these molecular profiles is key in further studying tumorigenesis. Due to the scarcity of patient samples, the development of preclinical in vitro and in vivo models that recapitulate patient tumors is imperative when testing therapeutic approaches for this rare cancer. In this review, we will survey ST-EPN modeling systems, addressing the strengths and limitations, application for therapeutic targeting, and current literature findings.
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Affiliation(s)
- Emily A. Hatanaka
- Board of Governors Regenerative Medicine Institute, Cedars-Sinai Medical Center, Los Angeles, CA, United States
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Joshua J. Breunig
- Board of Governors Regenerative Medicine Institute, Cedars-Sinai Medical Center, Los Angeles, CA, United States
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, United States
- Center for Neural Sciences in Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, United States
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, United States
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
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31
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Zang D, Dong Z, Liu Y, Chen Q. Single-cell RNA sequencing of anaplastic ependymoma and H3K27M-mutant diffuse midline glioma. BMC Neurol 2024; 24:74. [PMID: 38383423 PMCID: PMC10880286 DOI: 10.1186/s12883-024-03558-7] [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: 07/31/2023] [Accepted: 02/01/2024] [Indexed: 02/23/2024] Open
Abstract
BACKGROUND Anaplastic ependymoma and H3K27M-mutant diffuse midline glioma are two common subtypes of brain tumors with poor long-term prognosis. The present study analyzed and compared the differences in cell types between two tumors by single-cell RNA sequencing (scRNA-seq) technology. METHODS ScRNA-seq was performed to profile cells from cancer tissue from anaplastic ependymoma patient and H3K27M-mutant diffuse midline glioma patient. Cell clustering, marker gene identification, cell type annotation, copy number variation analysis and function analysis of differentially expressed genes were then performed. RESULTS A total of 11,219 cells were obtained from anaplastic ependymoma and H3K27M mutant diffuse midline glioma, and these cells categorized into 12 distinct clusters. Each cell cluster could be characterized with specific cell markers to indicate cellular heterogeneity. Five cell types were annotated in each sample, including astrocyte, oligodendrocytes, microglial cell, neural progenitor cell and immune cell. The cluster types and proportion of cell types were not consistent between the two brain tumors. Functional analyses suggest that these cell clusters are involved in tumor-associated pathways, with slight differences in the cells of origin between the two tumors. In addition, cell communication analysis showed that the NRG3-ERBB4 pair is a key Ligand-receptor pair for anaplastic ependymoma, while in H3K27M-mutant diffuse midline glioma it is the PTN-PTPRZ1 pair that establishes contact with other cells. CONCLUSION There was intratumor heterogeneity in anaplastic ependymoma and H3K27M mutant diffuse midline glioma, and that the subtype differences may be due to differences in the origin of the cells.
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Affiliation(s)
- Dongdong Zang
- Department of Neurosurgery, Shenzhen Children's Hospital, 7019 Yitian Road, Futian District, Shenzhen, Guangdong, China
| | - Zilong Dong
- Department of Neurosurgery, Shenzhen Children's Hospital, 7019 Yitian Road, Futian District, Shenzhen, Guangdong, China
| | - Yuecheng Liu
- Department of Neurosurgery, Shenzhen Children's Hospital, 7019 Yitian Road, Futian District, Shenzhen, Guangdong, China
| | - Qian Chen
- Department of Neurosurgery, Shenzhen Children's Hospital, 7019 Yitian Road, Futian District, Shenzhen, Guangdong, China.
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32
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Wu J, Heidelberg RE, Gajjar A. Adolescents and Young Adults With Cancer: CNS Tumors. J Clin Oncol 2024; 42:686-695. [PMID: 38064656 DOI: 10.1200/jco.23.01747] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 10/02/2023] [Accepted: 10/26/2023] [Indexed: 02/16/2024] Open
Abstract
Tumors of CNS are common in adolescents and young adults (AYAs). As the second leading cause of cancer-related death, CNS tumors in AYAs require improved clinical management. In this review, we discussed the current diagnostic approaches and recommended management strategies for malignant tumors in adult-type (IDH-mutant gliomas) and pediatric-type gliomas (pediatric high-grade gliomas), ependymoma and medulloblastoma, which commonly occur in AYAs. The impact of advanced molecular diagnostic approaches on the understanding of tumor biology of AYA CNS tumors is emphasized. To enhance participation in clinical trials, which poses a unique challenge in AYAs with CNS tumors, we propose encouraging referrals to neuro-oncology specialty care and improving collaboration between oncologists who care for both pediatric and adult patients. This will ensure better representation of AYA patients in research studies. Finally, we discussed the importance of considering neurocognitive and psychological function in AYAs with CNS tumor.
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Affiliation(s)
- Jing Wu
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - R Elyse Heidelberg
- Department of Psychology & Biobehavioral Sciences, St Jude Children's Research Hospital, Memphis, TN
| | - Amar Gajjar
- Division of Neuro-Oncology, Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
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Scott KR, Gener MA, Repnikova EA. Pediatric spinal ependymoma with chromothripsis of chromosome 6: a case report and review of the literature. J Med Case Rep 2024; 18:95. [PMID: 38351155 PMCID: PMC10865573 DOI: 10.1186/s13256-023-04283-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 11/21/2023] [Indexed: 02/16/2024] Open
Abstract
BACKGROUND Ependymomas are the third most common central nervous system tumor in the pediatric population; however, spinal ependymomas in children are rare. Ependymomas affecting the spinal cord most frequently occur in adults of 20-40 years of age. The current World Health Organization classification system for ependymomas is now composed of ten different entities based on histopathology, location, and molecular studies, with evidence that the new classification system more accurately predicts clinical outcomes. CASE PRESENTATION We present the case of a 16-year-old Caucasian female patient with a history of type 2 neurofibromatosis with multiple schwannomas, meningioma, and spinal ependymoma. Chromosome analysis of the harvested spinal ependymoma tumor sample revealed a 46,XX,-6,+7,-22,+mar[16]/46,XX[4] karyotype. Subsequent OncoScan microarray analysis of the formalin-fixed paraffin-embedded tumor sample confirmed + 7, -22 and clarified that the marker chromosome represents chromothripsis of the entire chromosome 6 with more than 100 breakpoints. Fluorescent in situ hybridization and microarray analysis showed no evidence of MYCN amplification. The final integrated pathology diagnosis was spinal ependymoma (central nervous system World Health Organization grade 2 with no MYCN amplification. CONCLUSION This case adds to the existing literature of pediatric patients with spinal ependymomas and expands the cytogenetic findings that may be seen in patients with this tumor type. This case also highlights the value of cytogenetics and microarray analysis in solid tumors to provide a more accurate molecular diagnosis.
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Affiliation(s)
- Keela R Scott
- Department of Pathology & Anatomical Sciences, University of Missouri-Columbia, 1 Hospital Drive M263, MSB, Columbia, MO, 65212, USA.
| | - Melissa A Gener
- Department of Pathology & Laboratory Medicine Children's Mercy Kansas City, University of Missouri-Kansas City School of Medicine, Kansas City, MO, 64108, USA
| | - Elena A Repnikova
- Department of Pathology & Laboratory Medicine Children's Mercy Kansas City, University of Missouri-Kansas City School of Medicine, Kansas City, MO, 64108, USA
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34
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Wagner MW, Jabehdar Maralani P, Bennett J, Nobre L, Lim-Fat MJ, Dirks P, Laughlin S, Tabori U, Ramaswamy V, Hawkins C, Ertl-Wagner BB. Brain Tumor Imaging in Adolescents and Young Adults: 2021 WHO Updates for Molecular-based Tumor Types. Radiology 2024; 310:e230777. [PMID: 38349246 DOI: 10.1148/radiol.230777] [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: 02/15/2024]
Abstract
Published in 2021, the fifth edition of the World Health Organization (WHO) classification of tumors of the central nervous system (CNS) introduced new molecular criteria for tumor types that commonly occur in either pediatric or adult age groups. Adolescents and young adults (AYAs) are at the intersection of adult and pediatric care, and both pediatric-type and adult-type CNS tumors occur at that age. Mortality rates for AYAs with CNS tumors have increased by 0.6% per year for males and 1% per year for females from 2007 to 2016. To best serve patients, it is crucial that both pediatric and adult radiologists who interpret neuroimages are familiar with the various pediatric- and adult-type brain tumors and their typical imaging morphologic characteristics. Gliomas account for approximately 80% of all malignant CNS tumors in the AYA age group, with the most common types observed being diffuse astrocytic and glioneuronal tumors. Ependymomas and medulloblastomas also occur in the AYA population but are seen less frequently. Importantly, biologic behavior and progression of distinct molecular subgroups of brain tumors differ across ages. This review discusses newly added or revised gliomas in the fifth edition of the CNS WHO classification, as well as other CNS tumor types common in the AYA population.
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Affiliation(s)
- Matthias W Wagner
- From the Division of Neuroradiology, Department of Diagnostic Imaging (M.W.W., S.L., B.B.E.W.), Division of Hematology/Oncology (J.B., L.N., U.T., V.R.), Department of Paediatric Laboratory Medicine, Division of Pathology (C.H.), Division of Neurosurgery (P.D.), and Division of Pediatric Neuroradiology (M.W.W.), The Hospital for Sick Children, 555 University Ave, Toronto, ON, Canada M5G 1X8; Neurosciences & Mental Health Research Program, SickKids Research Institute, Toronto, Canada (M.W.W., B.B.E.W.); Department of Medical Imaging, University of Toronto, Toronto, Canada (M.W.W., P.J.M., B.B.E.W.); Department of Diagnostic and Interventional Neuroradiology, University Hospital Augsburg, Augsburg, Germany (M.W.W.); Divisions of Neuroradiology (P.J.M.) and Neurooncology (M.J.L.F.), Sunnybrook Health Science Centre, Toronto, Canada; and Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Canada (J.B.)
| | - Pejman Jabehdar Maralani
- From the Division of Neuroradiology, Department of Diagnostic Imaging (M.W.W., S.L., B.B.E.W.), Division of Hematology/Oncology (J.B., L.N., U.T., V.R.), Department of Paediatric Laboratory Medicine, Division of Pathology (C.H.), Division of Neurosurgery (P.D.), and Division of Pediatric Neuroradiology (M.W.W.), The Hospital for Sick Children, 555 University Ave, Toronto, ON, Canada M5G 1X8; Neurosciences & Mental Health Research Program, SickKids Research Institute, Toronto, Canada (M.W.W., B.B.E.W.); Department of Medical Imaging, University of Toronto, Toronto, Canada (M.W.W., P.J.M., B.B.E.W.); Department of Diagnostic and Interventional Neuroradiology, University Hospital Augsburg, Augsburg, Germany (M.W.W.); Divisions of Neuroradiology (P.J.M.) and Neurooncology (M.J.L.F.), Sunnybrook Health Science Centre, Toronto, Canada; and Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Canada (J.B.)
| | - Julie Bennett
- From the Division of Neuroradiology, Department of Diagnostic Imaging (M.W.W., S.L., B.B.E.W.), Division of Hematology/Oncology (J.B., L.N., U.T., V.R.), Department of Paediatric Laboratory Medicine, Division of Pathology (C.H.), Division of Neurosurgery (P.D.), and Division of Pediatric Neuroradiology (M.W.W.), The Hospital for Sick Children, 555 University Ave, Toronto, ON, Canada M5G 1X8; Neurosciences & Mental Health Research Program, SickKids Research Institute, Toronto, Canada (M.W.W., B.B.E.W.); Department of Medical Imaging, University of Toronto, Toronto, Canada (M.W.W., P.J.M., B.B.E.W.); Department of Diagnostic and Interventional Neuroradiology, University Hospital Augsburg, Augsburg, Germany (M.W.W.); Divisions of Neuroradiology (P.J.M.) and Neurooncology (M.J.L.F.), Sunnybrook Health Science Centre, Toronto, Canada; and Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Canada (J.B.)
| | - Liana Nobre
- From the Division of Neuroradiology, Department of Diagnostic Imaging (M.W.W., S.L., B.B.E.W.), Division of Hematology/Oncology (J.B., L.N., U.T., V.R.), Department of Paediatric Laboratory Medicine, Division of Pathology (C.H.), Division of Neurosurgery (P.D.), and Division of Pediatric Neuroradiology (M.W.W.), The Hospital for Sick Children, 555 University Ave, Toronto, ON, Canada M5G 1X8; Neurosciences & Mental Health Research Program, SickKids Research Institute, Toronto, Canada (M.W.W., B.B.E.W.); Department of Medical Imaging, University of Toronto, Toronto, Canada (M.W.W., P.J.M., B.B.E.W.); Department of Diagnostic and Interventional Neuroradiology, University Hospital Augsburg, Augsburg, Germany (M.W.W.); Divisions of Neuroradiology (P.J.M.) and Neurooncology (M.J.L.F.), Sunnybrook Health Science Centre, Toronto, Canada; and Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Canada (J.B.)
| | - Mary Jane Lim-Fat
- From the Division of Neuroradiology, Department of Diagnostic Imaging (M.W.W., S.L., B.B.E.W.), Division of Hematology/Oncology (J.B., L.N., U.T., V.R.), Department of Paediatric Laboratory Medicine, Division of Pathology (C.H.), Division of Neurosurgery (P.D.), and Division of Pediatric Neuroradiology (M.W.W.), The Hospital for Sick Children, 555 University Ave, Toronto, ON, Canada M5G 1X8; Neurosciences & Mental Health Research Program, SickKids Research Institute, Toronto, Canada (M.W.W., B.B.E.W.); Department of Medical Imaging, University of Toronto, Toronto, Canada (M.W.W., P.J.M., B.B.E.W.); Department of Diagnostic and Interventional Neuroradiology, University Hospital Augsburg, Augsburg, Germany (M.W.W.); Divisions of Neuroradiology (P.J.M.) and Neurooncology (M.J.L.F.), Sunnybrook Health Science Centre, Toronto, Canada; and Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Canada (J.B.)
| | - Peter Dirks
- From the Division of Neuroradiology, Department of Diagnostic Imaging (M.W.W., S.L., B.B.E.W.), Division of Hematology/Oncology (J.B., L.N., U.T., V.R.), Department of Paediatric Laboratory Medicine, Division of Pathology (C.H.), Division of Neurosurgery (P.D.), and Division of Pediatric Neuroradiology (M.W.W.), The Hospital for Sick Children, 555 University Ave, Toronto, ON, Canada M5G 1X8; Neurosciences & Mental Health Research Program, SickKids Research Institute, Toronto, Canada (M.W.W., B.B.E.W.); Department of Medical Imaging, University of Toronto, Toronto, Canada (M.W.W., P.J.M., B.B.E.W.); Department of Diagnostic and Interventional Neuroradiology, University Hospital Augsburg, Augsburg, Germany (M.W.W.); Divisions of Neuroradiology (P.J.M.) and Neurooncology (M.J.L.F.), Sunnybrook Health Science Centre, Toronto, Canada; and Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Canada (J.B.)
| | - Suzanne Laughlin
- From the Division of Neuroradiology, Department of Diagnostic Imaging (M.W.W., S.L., B.B.E.W.), Division of Hematology/Oncology (J.B., L.N., U.T., V.R.), Department of Paediatric Laboratory Medicine, Division of Pathology (C.H.), Division of Neurosurgery (P.D.), and Division of Pediatric Neuroradiology (M.W.W.), The Hospital for Sick Children, 555 University Ave, Toronto, ON, Canada M5G 1X8; Neurosciences & Mental Health Research Program, SickKids Research Institute, Toronto, Canada (M.W.W., B.B.E.W.); Department of Medical Imaging, University of Toronto, Toronto, Canada (M.W.W., P.J.M., B.B.E.W.); Department of Diagnostic and Interventional Neuroradiology, University Hospital Augsburg, Augsburg, Germany (M.W.W.); Divisions of Neuroradiology (P.J.M.) and Neurooncology (M.J.L.F.), Sunnybrook Health Science Centre, Toronto, Canada; and Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Canada (J.B.)
| | - Uri Tabori
- From the Division of Neuroradiology, Department of Diagnostic Imaging (M.W.W., S.L., B.B.E.W.), Division of Hematology/Oncology (J.B., L.N., U.T., V.R.), Department of Paediatric Laboratory Medicine, Division of Pathology (C.H.), Division of Neurosurgery (P.D.), and Division of Pediatric Neuroradiology (M.W.W.), The Hospital for Sick Children, 555 University Ave, Toronto, ON, Canada M5G 1X8; Neurosciences & Mental Health Research Program, SickKids Research Institute, Toronto, Canada (M.W.W., B.B.E.W.); Department of Medical Imaging, University of Toronto, Toronto, Canada (M.W.W., P.J.M., B.B.E.W.); Department of Diagnostic and Interventional Neuroradiology, University Hospital Augsburg, Augsburg, Germany (M.W.W.); Divisions of Neuroradiology (P.J.M.) and Neurooncology (M.J.L.F.), Sunnybrook Health Science Centre, Toronto, Canada; and Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Canada (J.B.)
| | - Vijay Ramaswamy
- From the Division of Neuroradiology, Department of Diagnostic Imaging (M.W.W., S.L., B.B.E.W.), Division of Hematology/Oncology (J.B., L.N., U.T., V.R.), Department of Paediatric Laboratory Medicine, Division of Pathology (C.H.), Division of Neurosurgery (P.D.), and Division of Pediatric Neuroradiology (M.W.W.), The Hospital for Sick Children, 555 University Ave, Toronto, ON, Canada M5G 1X8; Neurosciences & Mental Health Research Program, SickKids Research Institute, Toronto, Canada (M.W.W., B.B.E.W.); Department of Medical Imaging, University of Toronto, Toronto, Canada (M.W.W., P.J.M., B.B.E.W.); Department of Diagnostic and Interventional Neuroradiology, University Hospital Augsburg, Augsburg, Germany (M.W.W.); Divisions of Neuroradiology (P.J.M.) and Neurooncology (M.J.L.F.), Sunnybrook Health Science Centre, Toronto, Canada; and Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Canada (J.B.)
| | - Cynthia Hawkins
- From the Division of Neuroradiology, Department of Diagnostic Imaging (M.W.W., S.L., B.B.E.W.), Division of Hematology/Oncology (J.B., L.N., U.T., V.R.), Department of Paediatric Laboratory Medicine, Division of Pathology (C.H.), Division of Neurosurgery (P.D.), and Division of Pediatric Neuroradiology (M.W.W.), The Hospital for Sick Children, 555 University Ave, Toronto, ON, Canada M5G 1X8; Neurosciences & Mental Health Research Program, SickKids Research Institute, Toronto, Canada (M.W.W., B.B.E.W.); Department of Medical Imaging, University of Toronto, Toronto, Canada (M.W.W., P.J.M., B.B.E.W.); Department of Diagnostic and Interventional Neuroradiology, University Hospital Augsburg, Augsburg, Germany (M.W.W.); Divisions of Neuroradiology (P.J.M.) and Neurooncology (M.J.L.F.), Sunnybrook Health Science Centre, Toronto, Canada; and Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Canada (J.B.)
| | - Birgit B Ertl-Wagner
- From the Division of Neuroradiology, Department of Diagnostic Imaging (M.W.W., S.L., B.B.E.W.), Division of Hematology/Oncology (J.B., L.N., U.T., V.R.), Department of Paediatric Laboratory Medicine, Division of Pathology (C.H.), Division of Neurosurgery (P.D.), and Division of Pediatric Neuroradiology (M.W.W.), The Hospital for Sick Children, 555 University Ave, Toronto, ON, Canada M5G 1X8; Neurosciences & Mental Health Research Program, SickKids Research Institute, Toronto, Canada (M.W.W., B.B.E.W.); Department of Medical Imaging, University of Toronto, Toronto, Canada (M.W.W., P.J.M., B.B.E.W.); Department of Diagnostic and Interventional Neuroradiology, University Hospital Augsburg, Augsburg, Germany (M.W.W.); Divisions of Neuroradiology (P.J.M.) and Neurooncology (M.J.L.F.), Sunnybrook Health Science Centre, Toronto, Canada; and Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Canada (J.B.)
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Miranda-Lloret P, Plaza-Ramírez E, López-Guerrero A, López-Bermeo D, García-Campos T, Vázquez-Sufuentes S, Munárriz PM, López-García E, Londoño-Quiroz A, Ferreras-García C, García-Conde M, Saceda-Gutiérrez J, Giménez-Pando J, Pancucci G, Iglesias-Moroño S. Lateral-type posterior fossa ependymomas in pediatric patients: a national collaborative study. Childs Nerv Syst 2024; 40:407-416. [PMID: 37889277 DOI: 10.1007/s00381-023-06194-7] [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: 08/28/2023] [Accepted: 10/14/2023] [Indexed: 10/28/2023]
Abstract
PURPOSE To review a multicentric series of lateral-type posterior fossa ependymomas operated in the last ten years and to analyze the factors related to clinical evolution and tumor survival. METHODS Descriptive, retrospective study. Active members of the Spanish Society of Pediatric Neurosurgery were invited to participate in this multicentric study. Clinical and radiological data were incorporated to an open database. The role of histologic grade, grade of resection, postoperative morbidities, and clinical follow-up was evaluated through bivariate associations (chi-square), Kaplan-Meier's curves (log-rank test), and multivariate analysis (binary logistic regression). RESULTS Fourteen centers entered the study, and 25 cases with a minimum follow-up of 6 months were included. There were 13 boys and 12 girls with a mean age close to 3 years. Mean tumor volume at diagnosis was over 60 cc. A complete resection was achieved in 8 patients and a near-total resection in 5 cases. Fifteen tumors were diagnosed as ependymoma grade 2 and ten as ependymoma grade 3. Major morbidity occurred postoperatively in 14 patients but was resolved in twelve within 6 months. There were six cases of death and 11 cases of tumor progression along the observation period. Mean follow-up was 44.8 months. Major morbidity was significantly associated with histologic grade but not with the degree of resection. Overall and progression-free survival were significantly associated with complete surgical resection. At the last follow-up, 16 patients carried a normal life, and three displayed a mild restriction according to Lansky's scale. CONCLUSIONS Lateral-type posterior fossa ependymomas constitute a specific pathologic and clinical tumor subtype with bad prognosis. Gross total resection is the goal of surgical treatment, for it significantly improves prognosis with no additional morbidity. Neurological deficits associated to lower cranial nerve dysfunction are common, but most are transient. Deeper genetic characterization of these tumors may identify risk factors that guide new treatments and stratification of adjuvant therapies.
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Affiliation(s)
- Pablo Miranda-Lloret
- Unidad de Neurocirugía Pediátrica, Hospital Universitario y Politécnico La Fe, Avda Fernando Abril Martorell, 106, 46026, Valencia, Spain.
| | - Estela Plaza-Ramírez
- Unidad de Neurocirugía Pediátrica, Hospital Universitario y Politécnico La Fe, Avda Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Antonio López-Guerrero
- Unidad de Neurocirugía Pediátrica, Hospital Universitario y Politécnico La Fe, Avda Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Diego López-Bermeo
- Unidad de Neurocirugía Pediátrica, Hospital Universitario y Politécnico La Fe, Avda Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Teresa García-Campos
- Unidad de Neurocirugía Pediátrica, Hospital Universitario y Politécnico La Fe, Avda Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Silvia Vázquez-Sufuentes
- Unidad de Neurocirugía Pediátrica, Hospital Universitario y Politécnico La Fe, Avda Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Pablo M Munárriz
- Unidad de Neurocirugía Pediátrica, Hospital Universitario y Politécnico La Fe, Avda Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Elena López-García
- Unidad de Neurocirugía Pediátrica, Hospital Universitario y Politécnico La Fe, Avda Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Alejandra Londoño-Quiroz
- Unidad de Neurocirugía Pediátrica, Hospital Universitario y Politécnico La Fe, Avda Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Cristina Ferreras-García
- Unidad de Neurocirugía Pediátrica, Hospital Universitario y Politécnico La Fe, Avda Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Mario García-Conde
- Unidad de Neurocirugía Pediátrica, Hospital Universitario y Politécnico La Fe, Avda Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Javier Saceda-Gutiérrez
- Unidad de Neurocirugía Pediátrica, Hospital Universitario y Politécnico La Fe, Avda Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Jorge Giménez-Pando
- Unidad de Neurocirugía Pediátrica, Hospital Universitario y Politécnico La Fe, Avda Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Giovanni Pancucci
- Unidad de Neurocirugía Pediátrica, Hospital Universitario y Politécnico La Fe, Avda Fernando Abril Martorell, 106, 46026, Valencia, Spain
| | - Sara Iglesias-Moroño
- Unidad de Neurocirugía Pediátrica, Hospital Universitario y Politécnico La Fe, Avda Fernando Abril Martorell, 106, 46026, Valencia, Spain
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36
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McFaline-Figueroa JR. Spinal Cord Neoplasms. Continuum (Minneap Minn) 2024; 30:99-118. [PMID: 38330474 DOI: 10.1212/con.0000000000001375] [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: 02/10/2024]
Abstract
OBJECTIVE This article discusses the diagnostic approach to patients with suspected neoplasms of the spinal cord and reviews the most common primary and metastatic spinal neoplasms and their presentations. LATEST DEVELOPMENTS Neoplasms of the spinal cord are rare entities that can involve the spinal cord parenchyma, the dura and leptomeninges, or the extradural space. The most common intramedullary spinal cord neoplasms are primary spinal cord tumors, including ependymomas, pilocytic astrocytomas, and diffuse midline gliomas. The most common primary neoplasms of the spine are intradural extramedullary spinal meningiomas, whereas primary neoplasms of the leptomeninges are rare. Advances in molecular characterization of spinal cord tumors and recent clinical trials of these rare entities are expanding the repertoire of systemic therapy options for primary spinal cord neoplasms. Metastases to the spine most often affect the extradural space. Metastatic epidural spinal cord compression is a neurologic emergency that requires a rapid, multidisciplinary response to preserve neurologic function. ESSENTIAL POINTS Neurologists should understand the diagnostic approach to neoplasms of the spinal cord. Knowledge of the most common spinal cord neoplasms will allow for appropriate management and optimal patient care.
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37
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Gödicke S, Kresbach C, Ehlert M, Obrecht D, Altendorf L, Hack K, von Hoff K, Carén H, Melcher V, Kerl K, Englinger B, Filbin M, Pajtler KW, Gojo J, Pietsch T, Rutkowski S, Schüller U. Clinically relevant molecular hallmarks of PFA ependymomas display intratumoral heterogeneity and correlate with tumor morphology. Acta Neuropathol 2024; 147:23. [PMID: 38265527 PMCID: PMC10808473 DOI: 10.1007/s00401-023-02682-x] [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: 09/13/2023] [Revised: 12/05/2023] [Accepted: 12/30/2023] [Indexed: 01/25/2024]
Abstract
Posterior fossa type A (PF-EPN-A, PFA) ependymoma are aggressive tumors that mainly affect children and have a poor prognosis. Histopathology shows significant intratumoral heterogeneity, ranging from loose tissue to often sharply demarcated, extremely cell-dense tumor areas. To determine molecular differences in morphologically different areas and to understand their clinical significance, we analyzed 113 PF-EPN-A samples, including 40 corresponding relapse samples. Cell-dense areas ranged from 0 to 100% of the tumor area and displayed a higher proportion of proliferating tumor cells (p < 0.01). Clinically, cell density was associated with poor progression-free and overall survival (pPFS = 0.0026, pOS < 0.01). Molecularly, tumor areas with low and high cell density showed diverging DNA methylation profiles regarding their similarity to distinct previously discovered PF-EPN-A subtypes in 9/21 cases. Prognostically relevant chromosomal changes at 1q and 6q showed spatial heterogeneity within single tumors and were significantly enriched in cell-dense tumor areas as shown by single-cell RNA (scRNA)-sequencing as well as copy number profiling and fluorescence in situ hybridization (FISH) analyses of different tumor areas. Finally, spatial transcriptomics revealed cell-dense areas of different tumors to be more similar than various different areas of the same tumor. High-density areas distinctly overexpressed genes encoding histone proteins, WNT5A, TGFB1, or IGF2. Relapsing tumors displayed a higher proportion of cell-dense areas (p = 0.036), a change in PF-EPN-A methylation subtypes (13/32 patients), and novel chromosome 1q gains and 6q losses (12/32 cases) compared to corresponding primary tumors. Our data suggest that PF-EPN-A ependymomas habor a previously unrecognized intratumoral heterogeneity with clinical implications, which has to be accounted for when selecting diagnostic material, inter alia, by histological evaluation of the proportion of cell-dense areas.
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Affiliation(s)
- Swenja Gödicke
- Department of Pediatric Hematolgoy and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Research Institute Children's Cancer Center, Hamburg-Eppendorf, Hamburg, Germany
| | - Catena Kresbach
- Department of Pediatric Hematolgoy and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Research Institute Children's Cancer Center, Hamburg-Eppendorf, Hamburg, Germany
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany
| | - Max Ehlert
- Department of Pediatric Hematolgoy and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Research Institute Children's Cancer Center, Hamburg-Eppendorf, Hamburg, Germany
| | - Denise Obrecht
- Department of Pediatric Hematolgoy and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Lea Altendorf
- Department of Pediatric Hematolgoy and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Research Institute Children's Cancer Center, Hamburg-Eppendorf, Hamburg, Germany
| | - Karoline Hack
- Department of Pediatric Hematolgoy and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Research Institute Children's Cancer Center, Hamburg-Eppendorf, Hamburg, Germany
| | - Katja von Hoff
- Department of Pediatric Oncology and Hematology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität Zu Berlin, Berlin Institute of Health, Berlin, Germany
- Department of Pediatrics and Adolescent Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Helena Carén
- Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Center for Cancer Research, Sahlgrenska Academy, University of Gothenburg, Göteborg, Sweden
| | - Viktoria Melcher
- Department of Pediatric Hematology and Oncology, University Children's Hospital Münster, 48149, Münster, Germany
| | - Kornelius Kerl
- Department of Pediatric Hematology and Oncology, University Children's Hospital Münster, 48149, Münster, Germany
| | - Bernhard Englinger
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, 02115, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
- Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, 1090, Vienna, Austria
- Center for Cancer Research and Comprehensive Cancer Center, Medical University Vienna, 1090, Vienna, Austria
| | - Mariella Filbin
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, 02115, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, 02142, USA
| | - Kristian W Pajtler
- Hopp Children's Cancer Center Heidelberg (KiTZ), 69120, Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), 69120, Heidelberg, Germany
- Department of Pediatric Oncology, Hematology and Immunology, Heidelberg University Hospital, 69120, Heidelberg, Germany
| | - Johannes Gojo
- Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics and Comprehensive Cancer Center, Medical University of Vienna, 1090, Vienna, Austria
| | - Torsten Pietsch
- Institute of Neuropathology, DGNN Brain Tumor Reference Center, University of Bonn Medical Center, Bonn, Germany
| | - Stefan Rutkowski
- Department of Pediatric Hematolgoy and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Ulrich Schüller
- Department of Pediatric Hematolgoy and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
- Research Institute Children's Cancer Center, Hamburg-Eppendorf, Hamburg, Germany.
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany.
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Neyazi S, Yamazawa E, Hack K, Tanaka S, Nagae G, Kresbach C, Umeda T, Eckhardt A, Tatsuno K, Pohl L, Hana T, Bockmayr M, Kim P, Dorostkar MM, Takami T, Obrecht D, Takai K, Suwala AK, Komori T, Godbole S, Wefers AK, Otani R, Neumann JE, Higuchi F, Schweizer L, Nakanishi Y, Monoranu CM, Takami H, Engertsberger L, Yamada K, Ruf V, Nomura M, Mohme T, Mukasa A, Herms J, Takayanagi S, Mynarek M, Matsuura R, Lamszus K, Ishii K, Kluwe L, Imai H, von Deimling A, Koike T, Benesch M, Kushihara Y, Snuderl M, Nambu S, Frank S, Omura T, Hagel C, Kugasawa K, Mautner VF, Ichimura K, Rutkowski S, Aburatani H, Saito N, Schüller U. Transcriptomic and epigenetic dissection of spinal ependymoma (SP-EPN) identifies clinically relevant subtypes enriched for tumors with and without NF2 mutation. Acta Neuropathol 2024; 147:22. [PMID: 38265489 PMCID: PMC10808175 DOI: 10.1007/s00401-023-02668-9] [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: 10/05/2023] [Revised: 11/28/2023] [Accepted: 12/12/2023] [Indexed: 01/25/2024]
Abstract
Ependymomas encompass multiple clinically relevant tumor types based on localization and molecular profiles. Tumors of the methylation class "spinal ependymoma" (SP-EPN) represent the most common intramedullary neoplasms in children and adults. However, their developmental origin is ill-defined, molecular data are scarce, and the potential heterogeneity within SP-EPN remains unexplored. The only known recurrent genetic events in SP-EPN are loss of chromosome 22q and NF2 mutations, but neither types and frequency of these alterations nor their clinical relevance have been described in a large, epigenetically defined series. Transcriptomic (n = 72), epigenetic (n = 225), genetic (n = 134), and clinical data (n = 112) were integrated for a detailed molecular overview on SP-EPN. Additionally, we mapped SP-EPN transcriptomes to developmental atlases of the developing and adult spinal cord to uncover potential developmental origins of these tumors. The integration of transcriptomic ependymoma data with single-cell atlases of the spinal cord revealed that SP-EPN display the highest similarities to mature adult ependymal cells. Unsupervised hierarchical clustering of transcriptomic data together with integrated analysis of methylation profiles identified two molecular SP-EPN subtypes. Subtype A tumors primarily carried previously known germline or sporadic NF2 mutations together with 22q loss (bi-allelic NF2 loss), resulting in decreased NF2 expression. Furthermore, they more often presented as multilocular disease and demonstrated a significantly reduced progression-free survival as compared to SP-EP subtype B. In contrast, subtype B predominantly contained samples without NF2 mutation detected in sequencing together with 22q loss (monoallelic NF2 loss). These tumors showed regular NF2 expression but more extensive global copy number alterations. Based on integrated molecular profiling of a large multi-center cohort, we identified two distinct SP-EPN subtypes with important implications for genetic counseling, patient surveillance, and drug development priorities.
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Affiliation(s)
- Sina Neyazi
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Research Institute Children's Cancer Center Hamburg, Hamburg, Germany
| | - Erika Yamazawa
- Department of Neurosurgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- Genome Science and Medicine Laboratory, Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan
| | - Karoline Hack
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Research Institute Children's Cancer Center Hamburg, Hamburg, Germany
| | - Shota Tanaka
- Department of Neurosurgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Genta Nagae
- Genome Science and Medicine Laboratory, Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan
| | - Catena Kresbach
- 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
- Mildred Scheel Cancer Career Center HaTriCS4, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Takayoshi Umeda
- Genome Science and Medicine Laboratory, Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan
| | - Alicia Eckhardt
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Research Institute Children's Cancer Center Hamburg, Hamburg, Germany
- Department of Radiotherapy and Radiation Oncology, Hubertus Wald Tumor Center, University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Kenji Tatsuno
- Genome Science and Medicine Laboratory, Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan
| | - Lara Pohl
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Research Institute Children's Cancer Center Hamburg, Hamburg, Germany
| | - Taijun Hana
- Department of Neurosurgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- Genome Science and Medicine Laboratory, Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan
| | - Michael Bockmayr
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Phyo Kim
- Utsunomiya Neurospine Center, Symphony Clinic, Utsunomiya, Japan
| | - Mario M Dorostkar
- Center for Neuropathology and Prion Research, Faculty of Medicine, Ludwig-Maximilians-Universität Munich, Munich, Germany
- German Center for Neurodegenerative Diseases, Munich, Germany
| | - Toshihiro Takami
- Department of Neurosurgery, Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Denise Obrecht
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Keisuke Takai
- Department of Neurosurgery, Tokyo Metropolitan Neurological Hospital, Tokyo, Japan
| | - Abigail K Suwala
- Department of Neuropathology, Institute of Pathology, University of Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Takashi Komori
- Department of Laboratory Medicine and Pathology, Tokyo Metropolitan Neurological Hospital, Tokyo, Japan
| | - Shweta Godbole
- Center for Molecular Neurobiology Hamburg, 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
| | - Ryohei Otani
- Department of Neurosurgery, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan
| | - Julia E Neumann
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Fumi Higuchi
- Department of Neurosurgery, University of Teikyo Hospital, 2-11-1 Kaga, Itabashi-ku, Tokyo, Japan
| | - Leonille Schweizer
- Institute of Neurology (Edinger Institute), University Hospital Frankfurt, Goethe University, Frankfurt Am Main, Germany
- German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz, Frankfurt Am Main, Germany
- Frankfurt Cancer Institute (FCI), Frankfurt Am Main, Germany
| | - Yuta Nakanishi
- Department of Neurosurgery, Osaka Metropolitan City University Graduate School of Medicine, Osaka, Japan
| | - Camelia-Maria Monoranu
- Department of Neuropathology, Institute of Pathology, University of Würzburg, Würzburg, Germany
| | - Hirokazu Takami
- Department of Neurosurgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Lara Engertsberger
- Division of Pediatric Hematology and Oncology, Department of Pediatrics and Adolescent Medicine, Medical University of Graz, Graz, Austria
| | - Keisuke Yamada
- Department of Neurosurgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Viktoria Ruf
- Center for Neuropathology and Prion Research, Faculty of Medicine, Ludwig-Maximilians-Universität Munich, Munich, Germany
| | - Masashi Nomura
- Department of Neurosurgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Theresa Mohme
- Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Akitake Mukasa
- Department of Neurosurgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Jochen Herms
- Center for Neuropathology and Prion Research, Faculty of Medicine, Ludwig-Maximilians-Universität Munich, Munich, Germany
| | - Shunsaku Takayanagi
- Department of Neurosurgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Martin Mynarek
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Reiko Matsuura
- Department of Neurosurgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Katrin Lamszus
- Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Kazuhiko Ishii
- Department of Neurosurgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Lan Kluwe
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Hideaki Imai
- Department of Neurosurgery, Japan Community Health Care Organization Tokyo Shinjuku Medical Center, Tokyo, Japan
| | - Andreas von Deimling
- Department of Neuropathology, Institute of Pathology, University of Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Tsukasa Koike
- Department of Neurosurgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Martin Benesch
- Division of Pediatric Hematology and Oncology, Department of Pediatrics and Adolescent Medicine, Medical University of Graz, Graz, Austria
| | - Yoshihiro Kushihara
- Department of Neurosurgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Matija Snuderl
- Department of Pathology, NYU Langone Health, New York City, USA
| | - Shohei Nambu
- Department of Neurosurgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Stephan Frank
- Division of Neuropathology, Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Takaki Omura
- Department of Neurosurgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Christian Hagel
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Kazuha Kugasawa
- Department of Neurosurgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Viktor F Mautner
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Koichi Ichimura
- Department of Brain Disease Translational Research, Juntendo University Graduate School of Medicine, Bunkyo-Ku, Tokyo, Japan
| | - Stefan Rutkowski
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Hiroyuki Aburatani
- Genome Science and Medicine Laboratory, Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan
| | - Nobuhito Saito
- Department of Neurosurgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - 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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Klauschen F, Dippel J, Keyl P, Jurmeister P, Bockmayr M, Mock A, Buchstab O, Alber M, Ruff L, Montavon G, Müller KR. Toward Explainable Artificial Intelligence for Precision Pathology. ANNUAL REVIEW OF PATHOLOGY 2024; 19:541-570. [PMID: 37871132 DOI: 10.1146/annurev-pathmechdis-051222-113147] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
The rapid development of precision medicine in recent years has started to challenge diagnostic pathology with respect to its ability to analyze histological images and increasingly large molecular profiling data in a quantitative, integrative, and standardized way. Artificial intelligence (AI) and, more precisely, deep learning technologies have recently demonstrated the potential to facilitate complex data analysis tasks, including clinical, histological, and molecular data for disease classification; tissue biomarker quantification; and clinical outcome prediction. This review provides a general introduction to AI and describes recent developments with a focus on applications in diagnostic pathology and beyond. We explain limitations including the black-box character of conventional AI and describe solutions to make machine learning decisions more transparent with so-called explainable AI. The purpose of the review is to foster a mutual understanding of both the biomedical and the AI side. To that end, in addition to providing an overview of the relevant foundations in pathology and machine learning, we present worked-through examples for a better practical understanding of what AI can achieve and how it should be done.
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Affiliation(s)
- Frederick Klauschen
- Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany;
- Institute of Pathology, Charité Universitätsmedizin Berlin, Berlin, Germany
- Berlin Institute for the Foundations of Learning and Data (BIFOLD), Berlin, Germany
- German Cancer Consortium, German Cancer Research Center (DKTK/DKFZ), Munich Partner Site, Munich, Germany
| | - Jonas Dippel
- Berlin Institute for the Foundations of Learning and Data (BIFOLD), Berlin, Germany
- Machine Learning Group, Department of Electrical Engineering and Computer Science, Technische Universität Berlin, Berlin, Germany;
| | - Philipp Keyl
- Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany;
| | - Philipp Jurmeister
- Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany;
- German Cancer Consortium, German Cancer Research Center (DKTK/DKFZ), Munich Partner Site, Munich, Germany
| | - Michael Bockmayr
- Institute of Pathology, Charité Universitätsmedizin Berlin, Berlin, Germany
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Research Institute Children's Cancer Center Hamburg, Hamburg, Germany
| | - Andreas Mock
- Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany;
- German Cancer Consortium, German Cancer Research Center (DKTK/DKFZ), Munich Partner Site, Munich, Germany
| | - Oliver Buchstab
- Institute of Pathology, Ludwig-Maximilians-Universität München, Munich, Germany;
| | - Maximilian Alber
- Institute of Pathology, Charité Universitätsmedizin Berlin, Berlin, Germany
- Aignostics, Berlin, Germany
| | | | - Grégoire Montavon
- Berlin Institute for the Foundations of Learning and Data (BIFOLD), Berlin, Germany
- Machine Learning Group, Department of Electrical Engineering and Computer Science, Technische Universität Berlin, Berlin, Germany;
- Department of Mathematics and Computer Science, Freie Universität Berlin, Berlin, Germany
| | - Klaus-Robert Müller
- Berlin Institute for the Foundations of Learning and Data (BIFOLD), Berlin, Germany
- Machine Learning Group, Department of Electrical Engineering and Computer Science, Technische Universität Berlin, Berlin, Germany;
- Department of Artificial Intelligence, Korea University, Seoul, Korea
- Max Planck Institute for Informatics, Saarbrücken, Germany
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Pohl LC, Leitheiser M, Obrecht D, Schweizer L, Wefers AK, Eckhardt A, Raffeld M, Sturm D, Pajtler KW, Rutkowski S, Fukuoka K, Ichimura K, Bockmayr M, Schüller U. Molecular characteristics and improved survival prediction in a cohort of 2023 ependymomas. Acta Neuropathol 2024; 147:24. [PMID: 38265522 PMCID: PMC10808151 DOI: 10.1007/s00401-023-02674-x] [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: 09/19/2023] [Revised: 12/04/2023] [Accepted: 12/21/2023] [Indexed: 01/25/2024]
Abstract
The diagnosis of ependymoma has moved from a purely histopathological review with limited prognostic value to an integrated diagnosis, relying heavily on molecular information. However, as the integrated approach is still novel and some molecular ependymoma subtypes are quite rare, few studies have correlated integrated pathology and clinical outcome, often focusing on small series of single molecular types. We collected data from 2023 ependymomas as classified by DNA methylation profiling, consisting of 1736 previously published and 287 unpublished methylation profiles. Methylation data and clinical information were correlated, and an integrated model was developed to predict progression-free survival. Patients with EPN-PFA, EPN-ZFTA, and EPN-MYCN tumors showed the worst outcome with 10-year overall survival rates of 56%, 62%, and 32%, respectively. EPN-PFA harbored chromosome 1q gains and/or 6q losses as markers for worse survival. In supratentorial EPN-ZFTA, a combined loss of CDKN2A and B indicated worse survival, whereas a single loss did not. Twelve out of 200 EPN-ZFTA (6%) were located in the posterior fossa, and these tumors relapsed or progressed even earlier than supratentorial tumors with a combined loss of CDKN2A/B. Patients with MPE and PF-SE, generally regarded as non-aggressive tumors, only had a 10-year progression-free survival of 59% and 65%, respectively. For the prediction of the 5-year progression-free survival, Kaplan-Meier estimators based on the molecular subtype, a Support Vector Machine based on methylation, and an integrated model based on clinical factors, CNV data, and predicted methylation scores achieved balanced accuracies of 66%, 68%, and 73%, respectively. Excluding samples with low prediction scores resulted in balanced accuracies of over 80%. In sum, our large-scale analysis of ependymomas provides robust information about molecular features and their clinical meaning. Our data are particularly relevant for rare and hardly explored tumor subtypes and seemingly benign variants that display higher recurrence rates than previously believed.
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Affiliation(s)
- Lara C Pohl
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Research Institute Children's Cancer Center Hamburg, Hamburg, Germany
| | - Maximilian Leitheiser
- Institute of Pathology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Institute of Pathology, Ludwig Maximilians University Hospital Munich, Munich, Germany
| | - Denise Obrecht
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Leonille Schweizer
- Institute of Neurology (Edinger Institute), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Frankfurt Cancer Institute (FCI), Frankfurt am Main, Germany
| | - Annika K Wefers
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Alicia Eckhardt
- Research Institute Children's Cancer Center Hamburg, Hamburg, Germany
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Radiotherapy and Radiation Oncology, Hubertus Wald Tumor Center-University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Mark Raffeld
- Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Dominik Sturm
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology and Immunology, Heidelberg University Hospital, Heidelberg, Germany
| | - Kristian W Pajtler
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- KiTZ Clinical Trial Unit, Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
| | - Stefan Rutkowski
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Kohei Fukuoka
- Department of Hematology/Oncology, Saitama Children's Medical Center, Saitama, Japan
| | - Koichi Ichimura
- Department of Brain Disease Translational Research, Graduate School of Medicine, Juntendo University, 2-1-1 Hongo, Bunkyo-Ku, Tokyo, 113-8421, Japan
| | - Michael Bockmayr
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
- Research Institute Children's Cancer Center Hamburg, Hamburg, Germany.
- Institute of Pathology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, 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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Mayol del Valle M, Morales B, Philbrick B, Adeagbo S, Goyal S, Newman S, Frontera NL, Nduom E, Olson J, Neill S, Hoang K. Intramedullary Spinal Cord Tumors: Whole-Genome Sequencing to Assist Management and Prognosis. Cancers (Basel) 2024; 16:404. [PMID: 38254893 PMCID: PMC10814932 DOI: 10.3390/cancers16020404] [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: 11/06/2023] [Revised: 12/12/2023] [Accepted: 01/02/2024] [Indexed: 01/24/2024] Open
Abstract
Intramedullary spinal cord tumors (IMSCTs) harbor unique genetic mutations which may play a role in prognostication and management. To this end, we present the largest cohort of IMSCTs with genetic characterization in the literature from our multi-site institutional registry. A total of 93 IMSCT patient records were reviewed from the years 1999 to 2020. Out of these, 61 complied with all inclusion criteria, 14 of these patients had undergone genetic studies with 8 undergoing whole-genomic sequencing. Univariate analyses were used to assess any factors associated with progression-free survival (PFS) using the Cox proportional hazards model. Firth's penalized likelihood approach was used to account for the low event rates. Fisher's exact test was performed to compare whole-genome analyses and specific gene mutations with progression. PFS (months) was given as a hazard ratio. Only the absence of copy neutral loss of heterozygosity (LOH) was shown to be significant (0.05, p = 0.008). Additionally, higher risk of recurrence/progression was associated with LOH (p = 0.0179). Our results suggest LOH as a genetic predictor of shorter progression-free survival, particularly within ependymoma and glioblastoma tumor types. Further genomic research with larger multi-institutional datasets should focus on these mutations as possible prognostic factors.
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Affiliation(s)
- Miguel Mayol del Valle
- Department of Neurosurgery, Emory University Hospital, 1365 Clifton Road NE, Suite B6200, Atlanta, GA 30322, USA; (S.N.); (E.N.); (J.O.); (K.H.)
| | - Bryan Morales
- Department of Neuropathology, Emory University Hospital, 1364 Clifton Road, NE Room H-184, Atlanta, GA 30322, USA; (B.M.); (S.N.)
| | - Brandon Philbrick
- Department of Neurosurgery, Emory University School of Medicine, 100 Woodruff Circle, Atlanta, GA 30322, USA (S.A.)
| | - Segun Adeagbo
- Department of Neurosurgery, Emory University School of Medicine, 100 Woodruff Circle, Atlanta, GA 30322, USA (S.A.)
| | - Subir Goyal
- Biostatistics Shared Resource Department, Winship Cancer Institute, Emory University, 1365-C Clifton Road, NE, Atlanta, GA 30322, USA;
| | - Sarah Newman
- Department of Neurosurgery, Emory University Hospital, 1365 Clifton Road NE, Suite B6200, Atlanta, GA 30322, USA; (S.N.); (E.N.); (J.O.); (K.H.)
| | - Natasha L. Frontera
- School of Medicine, University of Puerto Rico Medical Sciences Campus, P.O. Box 365067, San Juan 00936-5067, Puerto Rico;
| | - Edjah Nduom
- Department of Neurosurgery, Emory University Hospital, 1365 Clifton Road NE, Suite B6200, Atlanta, GA 30322, USA; (S.N.); (E.N.); (J.O.); (K.H.)
| | - Jeffrey Olson
- Department of Neurosurgery, Emory University Hospital, 1365 Clifton Road NE, Suite B6200, Atlanta, GA 30322, USA; (S.N.); (E.N.); (J.O.); (K.H.)
| | - Stewart Neill
- Department of Neuropathology, Emory University Hospital, 1364 Clifton Road, NE Room H-184, Atlanta, GA 30322, USA; (B.M.); (S.N.)
| | - Kimberly Hoang
- Department of Neurosurgery, Emory University Hospital, 1365 Clifton Road NE, Suite B6200, Atlanta, GA 30322, USA; (S.N.); (E.N.); (J.O.); (K.H.)
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Perez-Roca E, Negreiros T, Casavilca-Zambrano S, Ojeda-Medina L, Díaz-Coronado R. Prognostic factors of pediatric ependymomas at a National Cancer Reference Center in Peru. Front Oncol 2024; 13:1331790. [PMID: 38298447 PMCID: PMC10828566 DOI: 10.3389/fonc.2023.1331790] [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: 11/01/2023] [Accepted: 12/13/2023] [Indexed: 02/02/2024] Open
Abstract
Background Ependymomas are central nervous system tumors that significantly impact the quality of life and carry a high mortality rate. Both the disease itself and its treatment cause significant morbidity. At a national level in Peru, there are no reports on clinical characteristics of the disease. Methods This retrospective study captured patient aged less than 19 years with a diagnosis of ependymoma from 2012 to 2022 at a tertiary center in Lima. Results 85 patients were included with a median follow-up time was 51.6 months. The 5-year overall survival and progression-free survival were 55.89% (95% CI: 44.28 - 65.99) and 37.71% (95% CI: 26,21-49,16) respectively. The main prognostic factors identified were completed treatment (p=0.019), adjuvant chemotherapy (p=0.048), presence of metastasis (p=0.012), and disease recurrence (p=0.02). Conclusions The survival of patients with ependymoma is below that reported in high-income countries. Incomplete treatment and treatment abandonment are factors that negatively impact the prognosis. Further studies are needed to identify barriers in the referral and treatment process for patients with ependymoma.
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Affiliation(s)
| | - Tatiana Negreiros
- Radiotherapy Department, Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
| | | | - Luis Ojeda-Medina
- Neurosurgery Department, Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
| | - Rosdali Díaz-Coronado
- School of Medicine, Universidad Peruana Cayetano Heredia, Lima, Peru
- Pediatric Oncology Department, Instituto Nacional de Enfermedades Neoplásicas, Lima, Peru
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Kwon W, Choi DJ, Yu K, Williamson MR, Murali S, Ko Y, Woo J, Deneen B. Comparative Transcriptomic Analysis of Cerebellar Astrocytes across Developmental Stages and Brain Regions. Int J Mol Sci 2024; 25:1021. [PMID: 38256095 PMCID: PMC10816327 DOI: 10.3390/ijms25021021] [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: 12/14/2023] [Revised: 01/09/2024] [Accepted: 01/11/2024] [Indexed: 01/24/2024] Open
Abstract
Astrocytes are the most abundant glial cell type in the central nervous system, and they play a crucial role in normal brain function. While gliogenesis and glial differentiation occur during perinatal cerebellar development, the processes that occur during early postnatal development remain obscure. In this study, we conducted transcriptomic profiling of postnatal cerebellar astrocytes at postnatal days 1, 7, 14, and 28 (P1, P7, P14, and P28), identifying temporal-specific gene signatures at each specific time point. Comparing these profiles with region-specific astrocyte differentially expressed genes (DEGs) published for the cortex, hippocampus, and olfactory bulb revealed cerebellar-specific gene signature across these developmental timepoints. Moreover, we conducted a comparative analysis of cerebellar astrocyte gene signatures with gene lists from pediatric brain tumors of cerebellar origin, including ependymoma and medulloblastoma. Notably, genes downregulated at P14, such as Kif11 and HMGB2, exhibited significant enrichment across all pediatric brain tumor groups, suggesting the importance of astrocytic gene repression during cerebellar development to these tumor subtypes. Collectively, our studies describe gene expression patterns during cerebellar astrocyte development, with potential implications for pediatric tumors originating in the cerebellum.
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Affiliation(s)
- Wookbong Kwon
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX 77030, USA
- Center for Cancer Neuroscience, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX 77030, USA
| | - Dong-Joo Choi
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX 77030, USA
- Center for Cancer Neuroscience, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX 77030, USA
| | - Kwanha Yu
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX 77030, USA
- Center for Cancer Neuroscience, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX 77030, USA
| | - Michael R. Williamson
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX 77030, USA
- Center for Cancer Neuroscience, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX 77030, USA
| | - Sanjana Murali
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX 77030, USA
- Center for Cancer Neuroscience, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX 77030, USA
- Program in Cancer Cell Biology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Yeunjung Ko
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX 77030, USA
- Center for Cancer Neuroscience, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX 77030, USA
- Program in Immunology and Microbiology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Junsung Woo
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX 77030, USA
- Center for Cancer Neuroscience, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX 77030, USA
| | - Benjamin Deneen
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX 77030, USA
- Center for Cancer Neuroscience, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX 77030, USA
- Program in Cancer Cell Biology, Baylor College of Medicine, Houston, TX 77030, USA
- Program in Immunology and Microbiology, Baylor College of Medicine, Houston, TX 77030, USA
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Schumann Y, Dottermusch M, Schweizer L, Krech M, Lempertz T, Schüller U, Neumann P, Neumann JE. Morphology-based molecular classification of spinal cord ependymomas using deep neural networks. Brain Pathol 2024:e13239. [PMID: 38205683 DOI: 10.1111/bpa.13239] [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: 09/07/2023] [Accepted: 12/31/2023] [Indexed: 01/12/2024] Open
Abstract
Based on DNA-methylation, ependymomas growing in the spinal cord comprise two major molecular types termed spinal (SP-EPN) and myxopapillary ependymomas (MPE(-A/B)), which differ with respect to their clinical features and prognosis. Due to the existing discrepancy between histomorphogical diagnoses and classification using methylation data, we asked whether deep neural networks can predict the DNA methylation class of spinal cord ependymomas from hematoxylin and eosin stained whole-slide images. Using explainable AI, we further aimed to prospectively improve the consistency of histology-based diagnoses with DNA methylation profiling by identifying and quantifying distinct morphological patterns of these molecular ependymoma types. We assembled a case series of 139 molecularly characterized spinal cord ependymomas (nMPE = 84, nSP-EPN = 55). Self-supervised and weakly-supervised neural networks were used for classification. We employed attention analysis and supervised machine-learning methods for the discovery and quantification of morphological features and their correlation to the diagnoses of experienced neuropathologists. Our best performing model predicted the DNA methylation class with 98% test accuracy and used self-supervised learning to outperform pretrained encoder-networks (86% test accuracy). In contrast, the diagnoses of neuropathologists matched the DNA methylation class in only 83% of cases. Domain-adaptation techniques improved model generalization to an external validation cohort by up to 22%. Statistically significant morphological features were identified per molecular type and quantitatively correlated to human diagnoses. The approach was extended to recently defined subtypes of myxopapillary ependymomas (MPE-(A/B), 80% test accuracy). In summary, we demonstrated the accurate prediction of the DNA methylation class of spinal cord ependymomas (SP-EPN, MPE(-A/B)) using hematoxylin and eosin stained whole-slide images. Our approach may prospectively serve as a supplementary resource for integrated diagnostics and may even help to establish a standardized, high-quality level of histology-based diagnostics across institutions-in particular in low-income countries, where expensive DNA-methylation analyses may not be readily available.
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Affiliation(s)
- Yannis Schumann
- Chair for High Performance Computing, Helmut-Schmidt-University Hamburg, Hamburg, Germany
| | - Matthias Dottermusch
- Center for Molecular Neurobiology (ZMNH), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Institute of Neuropathology, UKE, Hamburg, Germany
| | - Leonille Schweizer
- Institute of Neurology (Edinger Institute), University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Frankfurt Cancer Institute (FCI), Frankfurt am Main, Germany
| | - Maja Krech
- Institute for Neuropathology, Charité Berlin, Berlin, Germany
| | - Tasja Lempertz
- Center for Molecular Neurobiology (ZMNH), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Ulrich Schüller
- Institute of Neuropathology, UKE, Hamburg, Germany
- Research Institute Children's Cancer Center Hamburg, UKE, Hamburg, Germany
- Department of Pediatric Hematology and Oncology, UKE, Hamburg, Germany
| | - Philipp Neumann
- Chair for High Performance Computing, Helmut-Schmidt-University Hamburg, Hamburg, Germany
| | - Julia E Neumann
- Center for Molecular Neurobiology (ZMNH), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
- Institute of Neuropathology, UKE, Hamburg, Germany
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45
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Cheng D, Zhuo Z, Du J, Weng J, Zhang C, Duan Y, Sun T, Wu M, Guo M, Hua T, Jin Y, Peng B, Li Z, Zhu M, Imami M, Bettegowda C, Sair H, Bai HX, Barkhof F, Liu X, Liu Y. A Fully Automated Deep-Learning Model for Predicting the Molecular Subtypes of Posterior Fossa Ependymomas Using T2-Weighted Images. Clin Cancer Res 2024; 30:150-158. [PMID: 37916978 DOI: 10.1158/1078-0432.ccr-23-1461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 09/11/2023] [Accepted: 10/31/2023] [Indexed: 11/03/2023]
Abstract
PURPOSE We aimed to develop and validate a deep learning (DL) model to automatically segment posterior fossa ependymoma (PF-EPN) and predict its molecular subtypes [Group A (PFA) and Group B (PFB)] from preoperative MR images. EXPERIMENTAL DESIGN We retrospectively identified 227 PF-EPNs (development and internal test sets) with available preoperative T2-weighted (T2w) MR images and molecular status to develop and test a 3D nnU-Net (referred to as T2-nnU-Net) for tumor segmentation and molecular subtype prediction. The network was externally tested using an external independent set [n = 40; subset-1 (n = 31) and subset-2 (n =9)] and prospectively enrolled cases [prospective validation set (n = 27)]. The Dice similarity coefficient was used to evaluate the segmentation performance. Receiver operating characteristic analysis for molecular subtype prediction was performed. RESULTS For tumor segmentation, the T2-nnU-Net achieved a Dice score of 0.94 ± 0.02 in the internal test set. For molecular subtype prediction, the T2-nnU-Net achieved an AUC of 0.93 and accuracy of 0.89 in the internal test set, an AUC of 0.99 and accuracy of 0.93 in the external test set. In the prospective validation set, the model achieved an AUC of 0.93 and an accuracy of 0.89. The predictive performance of T2-nnU-Net was superior or comparable to that of demographic and multiple radiologic features (AUCs ranging from 0.87 to 0.95). CONCLUSIONS A fully automated DL model was developed and validated to accurately segment PF-EPNs and predict molecular subtypes using only T2w MR images, which could help in clinical decision-making.
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Affiliation(s)
- Dan Cheng
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
| | - Zhizheng Zhuo
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
| | - Jiang Du
- Department of Neuropathology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Jinyuan Weng
- Department of Medical Imaging Product, Neusoft, Group Ltd., Shenyang, P.R. China
| | - Chengzhou Zhang
- Department of Radiology, Yantai Yuhuangding Hospital, Yantai, Shandong, P.R. China
| | - Yunyun Duan
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
| | - Ting Sun
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
| | - Minghao Wu
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
| | - Min Guo
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
| | - Tiantian Hua
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
| | - Ying Jin
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
| | - Boyang Peng
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
| | | | - Mingwang Zhu
- Department of Radiology, Sanbo Brain Hospital, Capital Medical University, Beijing, P.R. China
| | - Maliha Imami
- Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Chetan Bettegowda
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Haris Sair
- Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Harrison X Bai
- Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Frederik Barkhof
- Queen Square Institute of Neurology and Centre for Medical Image Computing, University College London, London, United Kingdom
- Department of Radiology & Nuclear Medicine, Amsterdam UMC, Vrije Universiteit, the Netherlands
| | - Xing Liu
- Department of Neuropathology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Yaou Liu
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, P.R. China
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46
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Mazzagatti A, Engel JL, Ly P. Boveri and beyond: Chromothripsis and genomic instability from mitotic errors. Mol Cell 2024; 84:55-69. [PMID: 38029753 PMCID: PMC10842135 DOI: 10.1016/j.molcel.2023.11.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 10/30/2023] [Accepted: 11/02/2023] [Indexed: 12/01/2023]
Abstract
Mitotic cell division is tightly monitored by checkpoints that safeguard the genome from instability. Failures in accurate chromosome segregation during mitosis can cause numerical aneuploidy, which was hypothesized by Theodor Boveri over a century ago to promote tumorigenesis. Recent interrogation of pan-cancer genomes has identified unexpected classes of chromosomal abnormalities, including complex rearrangements arising through chromothripsis. This process is driven by mitotic errors that generate abnormal nuclear structures that provoke extensive yet localized shattering of mis-segregated chromosomes. Here, we discuss emerging mechanisms underlying chromothripsis from micronuclei and chromatin bridges, as well as highlight how this mutational cascade converges on the DNA damage response. A fundamental understanding of these catastrophic processes will provide insight into how initial errors in mitosis can precipitate rapid cancer genome evolution.
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Affiliation(s)
- Alice Mazzagatti
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Justin L Engel
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Peter Ly
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, USA; Department of Cell Biology, Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA.
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47
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Galbraith K, Serrano J, Shen G, Tran I, Slocum CC, Ketchum C, Abdullaev Z, Turakulov R, Bale T, Ladanyi M, Sukhadia P, Zaidinski M, Mullaney K, DiNapoli S, Liechty BL, Barbaro M, Allen JC, Gardner SL, Wisoff J, Harter D, Hidalgo ET, Golfinos JG, Orringer DA, Aldape K, Benhamida J, Wrzeszczynski KO, Jour G, Snuderl M. Impact of Rare and Multiple Concurrent Gene Fusions on Diagnostic DNA Methylation Classifier in Brain Tumors. Mol Cancer Res 2024; 22:21-28. [PMID: 37870438 PMCID: PMC10942665 DOI: 10.1158/1541-7786.mcr-23-0627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Revised: 10/01/2023] [Accepted: 10/18/2023] [Indexed: 10/24/2023]
Abstract
DNA methylation is an essential molecular assay for central nervous system (CNS) tumor diagnostics. While some fusions define specific brain tumors, others occur across many different diagnoses. We performed a retrospective analysis of 219 primary CNS tumors with whole genome DNA methylation and RNA next-generation sequencing. DNA methylation profiling results were compared with RNAseq detected gene fusions. We detected 105 rare fusions involving 31 driver genes, including 23 fusions previously not implicated in brain tumors. In addition, we identified 6 multi-fusion tumors. Rare fusions and multi-fusion events can impact the diagnostic accuracy of DNA methylation by decreasing confidence in the result, such as BRAF, RAF, or FGFR1 fusions, or result in a complete mismatch, such as NTRK, EWSR1, FGFR, and ALK fusions. IMPLICATIONS DNA methylation signatures need to be interpreted in the context of pathology and discordant results warrant testing for novel and rare gene fusions.
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Affiliation(s)
- Kristyn Galbraith
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, NY, USA
| | - Jonathan Serrano
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, NY, USA
| | - Guomiao Shen
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, NY, USA
| | - Ivy Tran
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, NY, USA
| | - Cheyanne C. Slocum
- Department of Pathology & Laboratory Medicine, Weill Cornell Medical College - New York Presbyterian Hospital, New York, NY, USA
| | - Courtney Ketchum
- Department of Pathology & Laboratory Medicine, National Institute of Health-Bethesda, Maryland, USA
| | - Zied Abdullaev
- Department of Pathology & Laboratory Medicine, National Institute of Health-Bethesda, Maryland, USA
| | - Rust Turakulov
- Department of Pathology & Laboratory Medicine, National Institute of Health-Bethesda, Maryland, USA
| | - Tejus Bale
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marc Ladanyi
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Purvil Sukhadia
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael Zaidinski
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kerry Mullaney
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sara DiNapoli
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Benjamin L. Liechty
- Department of Pathology & Laboratory Medicine, Weill Cornell Medical College - New York Presbyterian Hospital, New York, NY, USA
| | - Marissa Barbaro
- Department of Neuro-oncology, NYU Langone Health and NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Jeffrey C. Allen
- Department of Pediatrics, NYU Langone Health and NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Sharon L. Gardner
- Department of Pediatrics, NYU Langone Health and NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Jeffrey Wisoff
- Department of Neurosurgery, NYU Langone Health and NYU Grossman School of Medicine, New York, NY 10016, USA
| | - David Harter
- Department of Neurosurgery, NYU Langone Health and NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Eveline Teresa Hidalgo
- Department of Neurosurgery, NYU Langone Health and NYU Grossman School of Medicine, New York, NY 10016, USA
| | - John G. Golfinos
- Department of Neurosurgery, NYU Langone Health and NYU Grossman School of Medicine, New York, NY 10016, USA
- Brain and Spine Tumor Center, Laura and Isaac Perlmutter Cancer Center, New York, NY, USA
| | - Daniel A. Orringer
- Department of Neurosurgery, NYU Langone Health and NYU Grossman School of Medicine, New York, NY 10016, USA
- Brain and Spine Tumor Center, Laura and Isaac Perlmutter Cancer Center, New York, NY, USA
| | - Kenneth Aldape
- Department of Pathology & Laboratory Medicine, National Institute of Health-Bethesda, Maryland, USA
| | - Jamal Benhamida
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - George Jour
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, NY, USA
- Brain and Spine Tumor Center, Laura and Isaac Perlmutter Cancer Center, New York, NY, USA
| | - Matija Snuderl
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, NY, USA
- Brain and Spine Tumor Center, Laura and Isaac Perlmutter Cancer Center, New York, NY, USA
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48
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Toader C, Covache-Busuioc RA, Bratu BG, Glavan LA, Popa AA, Serban M, Ciurea AV. Intraventricular Subependymoma With Obstructive Hydrocephalus: A Case Report and Literature Review. Cureus 2024; 16:e52563. [PMID: 38371163 PMCID: PMC10870069 DOI: 10.7759/cureus.52563] [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] [Accepted: 01/19/2024] [Indexed: 02/20/2024] Open
Abstract
Subependymomas are benign tumors of the ventricles that grow from the ventricular wall into the cerebrospinal fluid spaces within the brain, obstructing the flow of the cerebrospinal fluid and causing obstructive hydrocephalus. It is estimated that ependymomas represent between 0.2% and 0.7% of all intracranial tumors. They arise most frequently in the fourth ventricle (50-60%) and the lateral ventricles (30-40%). We present the case of a 50-year-old patient, previously diagnosed with an intraventricular process, admitted in our clinic. At neurological examination, the patient was cooperative, bradylalic, and bradypsychic, with right hemiparesis, postural and balance disorders, and occasionally sphincteric incontinence. MRI with contrast described a left intraventricular tumor, in the frontal horn of the left lateral ventricle with homogeneous appearance, with a maximum diameter of 50 mm and base of insertion at the adjacent ependyma of the foramen of Monro, which determined obstructive hydrocephalus. Total resection of the left intraventricular cerebral tumor was achieved. Histopathological analysis revealed a subependymoma. Postoperative recovery was slowly favorable, with significant neurological improvement. At neurological examination at three-month follow-up, the patient's right hemiparesis and unsystematized balance disorders improved. A contrast-enhanced CT scan was performed, highlighting left frontal sequelae hypodensity corresponding to the operated tumor, enlarged left lateral ventricle without active hydrocephalus, and no sign of tumor recurrence. At six-month follow-up, clinico-radiologic findings coincide with those from three-month follow-up. Subependymomas are slow-growing (grade 1) tumors and generally have a favorable prognosis. Unfortunately, due to their anatomical level, multiple complications can arise, caused from obstructive hydrocephalus complications, such as cognitive dysfunction and incontinence. Tumor resection should be complete, a successful operation being a challenge for every neurosurgeon.
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Affiliation(s)
- Corneliu Toader
- Department of Neurosurgery, Carol Davila University of Medicine and Pharmacy, Bucharest, ROU
- Department of Neurosurgery, National Institute of Neurology and Neurovascular Diseases, Bucharest, ROU
| | | | - Bogdan-Gabriel Bratu
- Department of Neurosurgery, Carol Davila University of Medicine and Pharmacy, Bucharest, ROU
| | - Luca-Andrei Glavan
- Department of Neurosurgery, Carol Davila University of Medicine and Pharmacy, Bucharest, ROU
| | - Andrei Adrian Popa
- Department of Neurosurgery, Carol Davila University of Medicine and Pharmacy, Bucharest, ROU
| | - Matei Serban
- Department of Neurosurgery, Carol Davila University of Medicine and Pharmacy, Bucharest, ROU
| | - Alexandru Vladimir Ciurea
- Department of Neurosurgery, Carol Davila University of Medicine and Pharmacy, Bucharest, ROU
- Department of Neurosurgery, Sanador Clinical Hospital, Bucharest, ROU
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49
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Kervarrec T, Pissaloux D, Tirode F, de la Fouchardière A, Sohier P, Frouin E, Hamard A, Houben R, Schrama D, Barlier A, Cribier B, Battistella M, Macagno N. Gene fusions in poroma, porocarcinoma and related adnexal skin tumours: An update. Histopathology 2024; 84:266-278. [PMID: 37609771 DOI: 10.1111/his.15023] [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: 06/14/2023] [Revised: 07/24/2023] [Accepted: 07/25/2023] [Indexed: 08/24/2023]
Abstract
Poroma is a benign sweat gland tumour showing morphological features recapitulating the superficial portion of the eccrine sweat coil. A subset of poromas may transform into porocarcinoma, its malignant counterpart. Poroma and porocarcinoma are characterised by recurrent gene fusions involving YAP1, a transcriptional co-activator, which is controlled by the Hippo signalling pathway. The fusion genes frequently involve MAML2 and NUTM1, which are also rearranged in other cutaneous and extracutaneous neoplasms. We aimed to review the clinical, morphological and molecular features of this category of adnexal neoplasms with a special focus upon emerging differential diagnoses, and discuss how their systematic molecular characterisation may contribute to a standardisation of diagnosis, more accurate classification and, ultimately, refinement of their prognosis and therapeutic modalities.
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Affiliation(s)
- Thibault Kervarrec
- CARADERM, French Network of Rare Cutaneous Cancer, Lille, France
- Department of Pathology, University Hospital of Tours, Tours, France
- 'Biologie des infections à polyomavirus' Team, UMR1282 INRAE, University of Tours, Tours, France
| | | | - Franck Tirode
- Department of Biopathology, Center Léon Bérard, Lyon, France
- Centre Léon Bérard, Cancer Research Center of Lyon, Equipe Labellisée, University of Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Lyon, France
| | - Arnaud de la Fouchardière
- CARADERM, French Network of Rare Cutaneous Cancer, Lille, France
- Department of Biopathology, Center Léon Bérard, Lyon, France
- Centre Léon Bérard, Cancer Research Center of Lyon, Equipe Labellisée, University of Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Lyon, France
| | - Pierre Sohier
- CARADERM, French Network of Rare Cutaneous Cancer, Lille, France
- Department of Pathology, Hôpital Cochin, AP-HP, AP-HP Centre - Université Paris Cité, Paris, France
- Faculté de Médecine, University Paris Cité, Paris, France
| | - Eric Frouin
- CARADERM, French Network of Rare Cutaneous Cancer, Lille, France
- Department of Pathology, University Hospital of Poitiers, University of Poitiers, LITEC, Poitiers, France
| | - Aymeric Hamard
- Department of Pathology, University Hospital of Tours, Tours, France
| | - Roland Houben
- Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, Germany
| | - David Schrama
- Department of Dermatology, Venereology and Allergology, University Hospital Würzburg, Würzburg, Germany
| | - Anne Barlier
- Aix-Marseille Univ, INSERM, MMG, U1251, Marmara Institute, Marseille, France
- Laboratory of Molecular Biology, La Conception Hospital, Marseille, France
| | - Bernard Cribier
- CARADERM, French Network of Rare Cutaneous Cancer, Lille, France
- Clinique Dermatologique, Hôpital Civil, Hôpitaux Universitaires, Université de Strasbourg, Strasbourg, France
| | - Maxime Battistella
- CARADERM, French Network of Rare Cutaneous Cancer, Lille, France
- Department of Pathology, Hospital Saint-Louis, AP-HP, Université Paris Cité, INSERM U976, Paris, France
| | - Nicolas Macagno
- CARADERM, French Network of Rare Cutaneous Cancer, Lille, France
- Aix-Marseille Univ, INSERM, MMG, U1251, Marmara Institute, Marseille, France
- Department of Pathology, APHM, Timone University Hospital, Marseille, France
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50
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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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