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Habibi MA, Aghaei F, Tajabadi Z, Mirjani MS, Minaee P, Eazi S. The Performance of Machine Learning for Prediction of H3K27 M Mutation in Midline Gliomas: A Systematic Review and Meta-Analysis. World Neurosurg 2024; 186:e7-e19. [PMID: 37995996 DOI: 10.1016/j.wneu.2023.11.061] [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: 10/20/2023] [Revised: 11/14/2023] [Accepted: 11/15/2023] [Indexed: 11/25/2023]
Abstract
BACKGROUND Diffuse midline gliomas (DMGs) encompass a set of tumors, and those tumors with H3K27 M mutation carry a poor prognosis. In recent years, machine learning (ML)-based radiomics have shown promising results in predicting gene mutation status non-invasively. Therefore, this study aims to comprehensively evaluate the diagnostic performance of ML-based magnetic resonance imaging radiomics in predicting H3K27 M mutation status in DMG patients. METHODS A systematic search was conducted using relevant keywords in PubMed/Medline, Scopus, Embase, and Web of Science from inception to May 2023. Original studies evaluating the diagnostic performance of ML models in predicting H3K27 M mutation status in DMGs were enrolled. Quality assessment of the enrolled studies was conducted using QUADAS-2. Data were analyzed using STATA version 17.0 to calculate pooled sensitivity, specificity, positive and negative likelihood ratio, diagnostic score, and diagnostic odds ratio. RESULTS A total of 13 studies, including 12 retrospectives and 1 both retrospective and prospective study, enrolled 1510 (male = 777) DMG patients. Six studies underwent meta-analysis which showed a pooled sensitivity, specificity, positive and negative likelihood ratio, diagnostic score, and diagnostic odds ratio of 0.91 (95% CI 0.77-0.97), 0.81 (95% CI 0.73-0.88), 4.86 (95% CI 3.25-7.24), 0.11 (95% CI 0.04-0.29), 3.75 (95% CI 2.62-4.88), and 42.61 (95% CI 13.77-131.87), respectively. CONCLUSIONS Non-invasive prediction of H3K27 M mutation status in patients with DMGs using magnetic resonance imaging radiomics is a promising tool with good diagnostic performance. However, the pooled metrics had a wide confidence interval, which required further studies to enhance ML algorithms' accuracy and facilitate their integration into daily clinical practice.
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Affiliation(s)
- Mohammad Amin Habibi
- Department of Neurosurgery, Shariati Hospital, Tehran University of Medical Science, Tehran, Iran.
| | - Fateme Aghaei
- Student Research Committee, Faculty of Medicine, Qom University of Medical Sciences, Qom, Iran
| | - Zohreh Tajabadi
- Digestive Disease Research Institute, Shariati Hospital, Tehran University of Medical Science, Tehran, Iran
| | - Mohammad Sina Mirjani
- Student Research Committee, Faculty of Medicine, Qom University of Medical Sciences, Qom, Iran
| | - Poriya Minaee
- Student Research Committee, Faculty of Medicine, Qom University of Medical Sciences, Qom, Iran
| | - SeyedMohammad Eazi
- Student Research Committee, Faculty of Medicine, Qom University of Medical Sciences, Qom, Iran
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2
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Arms LM, Duchatel RJ, Jackson ER, Sobrinho PG, Dun MD, Hua S. Current status and advances to improving drug delivery in diffuse intrinsic pontine glioma. J Control Release 2024; 370:835-865. [PMID: 38744345 DOI: 10.1016/j.jconrel.2024.05.018] [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: 12/05/2023] [Revised: 05/06/2024] [Accepted: 05/09/2024] [Indexed: 05/16/2024]
Abstract
Diffuse midline glioma (DMG), including tumors diagnosed in the brainstem (diffuse intrinsic pontine glioma - DIPG), is the primary cause of brain tumor-related death in pediatric patients. DIPG is characterized by a median survival of <12 months from diagnosis, harboring the worst 5-year survival rate of any cancer. Corticosteroids and radiation are the mainstay of therapy; however, they only provide transient relief from the devastating neurological symptoms. Numerous therapies have been investigated for DIPG, but the majority have been unsuccessful in demonstrating a survival benefit beyond radiation alone. Although many barriers hinder brain drug delivery in DIPG, one of the most significant challenges is the blood-brain barrier (BBB). Therapeutic compounds must possess specific properties to enable efficient passage across the BBB. In brain cancer, the BBB is referred to as the blood-brain tumor barrier (BBTB), where tumors disrupt the structure and function of the BBB, which may provide opportunities for drug delivery. However, the biological characteristics of the brainstem's BBB/BBTB, both under normal physiological conditions and in response to DIPG, are poorly understood, which further complicates treatment. Better characterization of the changes that occur in the BBB/BBTB of DIPG patients is essential, as this informs future treatment strategies. Many novel drug delivery technologies have been investigated to bypass or disrupt the BBB/BBTB, including convection enhanced delivery, focused ultrasound, nanoparticle-mediated delivery, and intranasal delivery, all of which are yet to be clinically established for the treatment of DIPG. Herein, we review what is known about the BBB/BBTB and discuss the current status, limitations, and advances of conventional and novel treatments to improving brain drug delivery in DIPG.
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Affiliation(s)
- Lauren M Arms
- Therapeutic Targeting Research Group, School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW, Australia; Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, Australia; Paediatric Program, Mark Hughes Foundation Centre for Brain Cancer Research, College of Health, Medicine & Wellbeing, University of Newcastle, Callaghan, NSW, Australia
| | - Ryan J Duchatel
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, Australia; Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW, Australia; Paediatric Program, Mark Hughes Foundation Centre for Brain Cancer Research, College of Health, Medicine & Wellbeing, University of Newcastle, Callaghan, NSW, Australia
| | - Evangeline R Jackson
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, Australia; Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW, Australia; Paediatric Program, Mark Hughes Foundation Centre for Brain Cancer Research, College of Health, Medicine & Wellbeing, University of Newcastle, Callaghan, NSW, Australia
| | - Pedro Garcia Sobrinho
- Therapeutic Targeting Research Group, School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW, Australia; Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
| | - Matthew D Dun
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, Australia; Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW, Australia; Paediatric Program, Mark Hughes Foundation Centre for Brain Cancer Research, College of Health, Medicine & Wellbeing, University of Newcastle, Callaghan, NSW, Australia
| | - Susan Hua
- Therapeutic Targeting Research Group, School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW, Australia; Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, NSW, Australia; Paediatric Program, Mark Hughes Foundation Centre for Brain Cancer Research, College of Health, Medicine & Wellbeing, University of Newcastle, Callaghan, NSW, Australia.
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Ryba A, Özdemir Z, Nissimov N, Hönikl L, Neidert N, Jakobs M, Kalasauskas D, Krigers A, Thomé C, Freyschlag CF, Ringel F, Unterberg A, Dao Trong P, Beck J, Heiland DH, Meyer B, Vajkoczy P, Onken J, Stummer W, Suero Molina E, Gempt J, Westphal M, Schüller U, Mohme M. Insights from a Multicenter Study on Adult H3 K27M-Mutated Glioma: Surgical Resection's Limited Influence on Overall Survival, ATRX as Molecular Prognosticator. Neuro Oncol 2024:noae061. [PMID: 38507506 DOI: 10.1093/neuonc/noae061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Indexed: 03/22/2024] Open
Abstract
BACKGROUND H3 K27M-mutated gliomas were first described as a new grade 4 entity in the 2016 WHO classification. Current studies have focused on its typical appearance in children and young adults, increasing the need to better understand the prognostic factors and impact of surgery on adults. Here, we report a multicentric study of this entity in adults. METHODS We included molecularly confirmed H3 K27M-mutated glioma cases in patients >18 years diagnosed between 2016 and 2022. Clinical, radiological, and surgical features were analyzed. Univariate and multivariate analyses were performed to identify prognostic factors. RESULTS Among 70 patients with a mean age of 36.1 years, the median overall survival (OS) was 13.6 + 14 months. Gross-total resection was achieved in 14.3% of patients, whereas 30% had a subtotal resection and 54.3% a biopsy.Tumors located in telencephalon/diencephalon/myelencephalon were associated with a poorer OS, while a location in the mesencephalon/metencephalon showed a significantly longer OS (8.7 vs. 25.0 months, p=0.007). Preoperative Karnofsky Performance Score (KPS) < 80 showed a reduced OS (4.2 vs. 18 months, p=0.02). Furthermore, ATRX loss, found in 25.7%, was independently associated with an increased OS (31 vs. 8.3 months, p=0.0029). Notably, patients undergoing resection showed no survival benefit over biopsy (12 vs. 11 months, p=0.4006). CONCLUSION The present study describes surgical features of H3 K27M-mutated glioma in adulthood in a large multicentric study. Our data reveal that ATRX status, location and KPS significantly impact OS in H3 K27M-mutated glioma. Importantly, our dataset indicates that resection does not offer a survival advantage over biopsy.
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Affiliation(s)
- A Ryba
- Department of Neurosurgery, Medical Center Hamburg-Eppendorf, Germany
| | - Z Özdemir
- Department of Neurosurgery, University Hospital of Münster, Germany
| | - N Nissimov
- Department of Neurosurgery, Charité University Hospital Berlin, Germany
| | - L Hönikl
- Department of Neurosurgery, Technical University Munich, Germany
| | - N Neidert
- Department of Neurosurgery, Medical Center - University of Freiburg, Germany
| | - M Jakobs
- Department of Neurosurgery, Heidelberg University Hospital, Germany
- Department of Neurosurgery, Division of Stereotactic Neurosurgery, Heidelberg University Hospital, Heidelberg, Germany
- Heidelberg University, Medical Faculty, Heidelberg, Germany
| | - D Kalasauskas
- Department of Neurosurgery, University Medical Center Mainz, Germany
| | - A Krigers
- Department of Neurosurgery, Medical University of Innsbruck, Austria
| | - C Thomé
- Department of Neurosurgery, Medical University of Innsbruck, Austria
| | - C F Freyschlag
- Department of Neurosurgery, Medical University of Innsbruck, Austria
| | - F Ringel
- Department of Neurosurgery, University Medical Center Mainz, Germany
| | - A Unterberg
- Department of Neurosurgery, Heidelberg University Hospital, Germany
- Heidelberg University, Medical Faculty, Heidelberg, Germany
| | - P Dao Trong
- Department of Neurosurgery, Heidelberg University Hospital, Germany
- Heidelberg University, Medical Faculty, Heidelberg, Germany
| | - J Beck
- Department of Neurosurgery, Medical Center - University of Freiburg, Germany
| | - D H Heiland
- Department of Neurosurgery, Medical Center - University of Freiburg, Germany
| | - B Meyer
- Department of Neurosurgery, Technical University Munich, Germany
| | - P Vajkoczy
- Department of Neurosurgery, Charité University Hospital Berlin, Germany
| | - J Onken
- Department of Neurosurgery, Charité University Hospital Berlin, Germany
| | - W Stummer
- Department of Neurosurgery, University Hospital of Münster, Germany
| | - E Suero Molina
- Department of Neurosurgery, University Hospital of Münster, Germany
| | - J Gempt
- Department of Neurosurgery, Medical Center Hamburg-Eppendorf, Germany
| | - M Westphal
- Department of Neurosurgery, Medical Center Hamburg-Eppendorf, Germany
| | - U Schüller
- Institute of Neuropathology, Medical Center Hamburg-Eppendorf, Germany
- Department of Pediatric Hematology and Oncology, Medical Center Hamburg-Eppendorf, Germany
- Research Institute Children's Cancer Center Hamburg, Germany
| | - M Mohme
- Department of Neurosurgery, Medical Center Hamburg-Eppendorf, Germany
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4
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Ge X, Yang Y, Wang W, Tian L, Zhang G, Tian Z, Xue X. Pediatric H3K27M‑mutant diffuse midline glioma with vertebral metastasis: A case report and literature review. Oncol Lett 2024; 27:48. [PMID: 38192660 PMCID: PMC10773191 DOI: 10.3892/ol.2023.14181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Accepted: 11/07/2023] [Indexed: 01/10/2024] Open
Abstract
H3K27M-mutant diffuse midline glioma (DMG) is a type of high-grade glial tumor, which occurs in the midline structure and develops mostly in children. Extraneural metastases (ENM) are exceedingly rare in patients with H3K27M-mutant DMG. A 9-year-old male patient presented with a headache, nausea and vomiting. Following magnetic resonance imaging and immunohistochemical molecular testing examination, the patient was diagnosed with H3K27M-mutant DMG and received chemoradiotherapy plus five cycles of chemotherapy with temozolomide intermittently as an adjuvant therapy. The treatment resulted in a slight reduction of the tumor volume. However, 2 months later, the patient was admitted to hospital with complaints of drooping of the mouth, and waist and back pain. Magnetic resonance imaging and positron-emission tomography-computed tomography revealed an unusual presentation with multiple vertebral metastases and craniospinal leptomeningeal dissemination. Following discussion between the members of a multidisciplinary medical team, the patient underwent one cycle of chemotherapy with cyclophosphamide, vincristine and cisplatin. However, the condition did not improve and the patient died 4 weeks after the diagnosis of ENM. The mechanisms underlying the development of these rare metastases remain unclear. The present case report provides insights into the clinical characteristics and potential metastasis mechanisms of this aggressive disease and may help to elucidate new pathways for the management of ENM.
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Affiliation(s)
- Xiaohui Ge
- Department of Radiotherapy, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
| | - Yu Yang
- Department of Radiotherapy, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
| | - Wenyan Wang
- Department of Radiotherapy, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
| | - Lei Tian
- Department of Radiotherapy, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
| | - Ge Zhang
- Department of Radiotherapy, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
| | - Zhesen Tian
- Department of Radiotherapy, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
| | - Xiaoying Xue
- Department of Radiotherapy, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
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5
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Fu AY, Gutha A, Ammar A, Collins JJ, Mazzola CA. The landscape of current research on pediatric diffuse midline glioma: a quantitative analysis of shifts, leaders, and future avenues. Childs Nerv Syst 2024; 40:57-63. [PMID: 37855876 DOI: 10.1007/s00381-023-06178-7] [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: 07/17/2023] [Accepted: 10/10/2023] [Indexed: 10/20/2023]
Abstract
PURPOSE Diffuse midline glioma (DMG) has seen a surge of research interest in recent years with the growth in knowledge of new avenues for potential treatments. However, no bibliometric review of the field has been conducted to visualize the current state of the field. Here, we use bibliometric mapping to visualize the knowledge structure, collaborations, and trends in the field. METHODS A total of 1079 original and review articles from 1996 to 2023 on diffuse midline glioma were extracted from the Web of Science Core Collection on June 3, 2023. These files were analyzed with R and VOSviewer to construct bibliometric visualizations. RESULTS Research interest in DMG has continued to grow, driven by publications of original research. Molecular characterization of DMG has been a key focus of recent literature, and terms relating to novel small molecules, mutations, immunotherapy, the blood-brain barrier, and liquid biopsy may be areas for future growth in the literature. Collaborating nations have generally been the North American and European nations, but other nations have begun to make their mark in the field. Leading and rising institutions and journals are described. CONCLUSION Research in DMG may continue to focus on molecular characterization and new therapeutics based on this knowledge. Novel collaborations between rising nations and institutions in the field may aid in accelerating this research.
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Affiliation(s)
- Allen Y Fu
- Department of Cell Biology and Neuroscience, Rutgers University, Piscataway, NJ, USA.
- New Jersey Pediatric Neuroscience Institute, Morristown, NJ, USA.
| | - Alaya Gutha
- Department of Cell Biology and Neuroscience, Rutgers University, Piscataway, NJ, USA
| | - Adam Ammar
- New Jersey Pediatric Neuroscience Institute, Morristown, NJ, USA
- Global Neurosurgery Initiative, Program in Global Surgery and Social Change, Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
- Department of Pediatric Neurosurgery, Johns Hopkins Children's Center, Baltimore, MD, USA
| | - John J Collins
- New Jersey Pediatric Neuroscience Institute, Morristown, NJ, USA
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Kumar Suman A, Bhattacharjee S, Uppin MS, Fathima ST. Clinicohistoradiological and surgical outcome in diffuse midline glioma. Childs Nerv Syst 2024; 40:65-71. [PMID: 37644138 DOI: 10.1007/s00381-023-06095-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 07/20/2023] [Indexed: 08/31/2023]
Abstract
PURPOSE Diffuse Midline Glioma (DMG) with H3K27M mutation is a rare and aggressive midline high grade glioma with a predominant astrocytic differentiation and K27M mutation in either H3F3A or HIST1H3B/C. This tumor is more common in children than in adults. The current study was aimed to determine clinicohistoradiological and surgical outcome of patients who have undergone surgery for DMG and study disease severity of patients with DMG. METHODS This is an observational study in which 29 DMG patients were evaluated for clinicohistoradiological and surgical outcomes by assessing the pre and postoperative neurological status. RESULT Survival duration was significantly high in patients with age > 18 years (p = 0.02). Patients who had undergone Radiation Therapy showed higher survival rate (p = 0.05) and the cases with low levels of Ki 67 index had improved post operative outcome (p = 0.002). CONCLUSION DMG with H3K27M mutation in newly classified Central Nervous System tumor are WHO grade IV Tumors, comprising H3K27M mutation as molecular marker for diagnosis and related with a poor prognosis.
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Affiliation(s)
- Arvind Kumar Suman
- Department of Neurosurgery, All India Institute of Medical Sciences, Raebareli, Uttar Pradesh, India, 229 405.
| | - Suchanda Bhattacharjee
- Department of Neurosurgery, Nizam's Institute of Medical Sciences, Hyderabad, Telangana, India, 500 082
| | - Megha S Uppin
- Department of Pathology, Nizam's Institute of Medical Sciences, Hyderabad, Telangana, India, 500 082
| | - Syed Tazeem Fathima
- Department of Neurology, Nizam's Institute of Medical Sciences, Hyderabad, Telangana, India, 500 082
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Hargrave DR, Terashima K, Hara J, Kordes UR, Upadhyaya SA, Sahm F, Bouffet E, Packer RJ, Witt O, Sandalic L, Kieloch A, Russo M, Cohen KJ. Phase II Trial of Dabrafenib Plus Trametinib in Relapsed/Refractory BRAF V600-Mutant Pediatric High-Grade Glioma. J Clin Oncol 2023; 41:5174-5183. [PMID: 37643378 PMCID: PMC10666989 DOI: 10.1200/jco.23.00558] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 05/16/2023] [Accepted: 06/28/2023] [Indexed: 08/31/2023] Open
Abstract
PURPOSE BRAF V600 mutation is detected in 5%-10% of pediatric high-grade gliomas (pHGGs), and effective treatments are limited. In previous trials, dabrafenib as monotherapy or in combination with trametinib demonstrated activity in children and adults with relapsed/refractory BRAF V600-mutant HGG. METHODS This phase II study evaluated dabrafenib plus trametinib in patients with relapsed/refractory BRAF V600-mutant pHGG. The primary objective was overall response rate (ORR) by independent review by Response Assessment in Neuro-Oncology criteria. Secondary objectives included ORR by investigator determination, duration of response (DOR), progression-free survival, overall survival (OS), and safety. RESULTS A total of 41 pediatric patients with previously treated BRAF V600-mutant HGG were enrolled. At primary analysis, median follow-up was 25.1 months, and 51% of patients remained on treatment. Sixteen of 20 discontinuations were due to progressive disease in this relapsed/refractory pHGG population. Independently assessed ORR was 56% (95% CI, 40 to 72). Median DOR was 22.2 months (95% CI, 7.6 months to not reached [NR]). Fourteen deaths were reported. Median OS was 32.8 months (95% CI, 19.2 months to NR). The most common all-cause adverse events (AEs) were pyrexia (51%), headache (34%), and dry skin (32%). Two patients (5%) had AEs (both rash) leading to discontinuation. CONCLUSION In relapsed/refractory BRAF V600-mutant pHGG, dabrafenib plus trametinib improved ORR versus previous trials of chemotherapy in molecularly unselected patients with pHGG and was associated with durable responses and encouraging survival. These findings suggest that dabrafenib plus trametinib is a promising targeted therapy option for children and adolescents with relapsed/refractory BRAF V600-mutant HGG.
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Affiliation(s)
- Darren R. Hargrave
- UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Keita Terashima
- National Center for Child Health and Development, Tokyo, Japan
| | | | - Uwe R. Kordes
- University Medical Center Eppendorf, Hamburg, Germany
| | | | - Felix Sahm
- Department of Neuropathology, University Hospital Heidelberg, Heidelberg, Germany
- CCU Neuropathology, German Consortium for Translational Cancer Research (DKTK), German Cancer Research Center (DKFZ), Heidelberg University Hospital, Heidelberg, Germany
- Hopp Children's Cancer Center (KiTZ), German Cancer Research Center (DKFZ), Heidelberg University Hospital, Heidelberg, Germany
| | - Eric Bouffet
- The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | | | - Olaf Witt
- Hopp Children's Cancer Center (KiTZ), German Cancer Research Center (DKFZ), Heidelberg University Hospital, Heidelberg, Germany
| | | | | | - Mark Russo
- Novartis Pharmaceuticals Corporation, East Hanover, NJ
| | - Kenneth J. Cohen
- The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD
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Buzova D, Frohlich J, Zapletalova D, Raffaele M, Lo Re O, Tsoneva DK, Sterba J, Cerveny J, Vinciguerra M. Detection of cell-free histones in the cerebrospinal fluid of pediatric central nervous system malignancies by imaging flow cytometry. Front Mol Biosci 2023; 10:1254699. [PMID: 38028540 PMCID: PMC10646437 DOI: 10.3389/fmolb.2023.1254699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 10/19/2023] [Indexed: 12/01/2023] Open
Abstract
Introduction: Pediatric brain tumours (PBT) are one of the most common malignancies during childhood, with variable severity according to the location and histological type. Certain types of gliomas, such a glioblastoma and diffuse intrinsic pontine glioma (DIPG), have a much higher mortality than ependymoma and medulloblastoma. Early detection of PBT is essential for diagnosis and therapeutic interventions. Liquid biopsies have been demonstrated using cerebrospinal fluid (CSF), mostly restricted to cell free DNA, which display limitations of quantity and integrity. In this pilot study, we sought to demonstrate the detectability and robustness of cell free histones in the CSF. Methods: We collected CSF samples from a pilot cohort of 8 children with brain tumours including DIPG, medulloblastoma, glioblastoma, ependymoma and others. As controls, we collected CSF samples from nine children with unrelated blood malignancies and without brain tumours. We applied a multichannel flow imaging approach on ImageStream(X) to image indiviual histone or histone complexes on different channels. Results: Single histones (H2A, macroH2A1.1, macroH2A1.2 H2B, H3, H4 and histone H3 bearing the H3K27M mutation), and histone complexes are specifically detectable in the CSF of PBT patients. H2A and its variants macroH2A1.1/macroH2A1/2 displayed the strongest signal and abundance, together with disease associated H3K27M. In contrast, mostly H4 is detectable in the CSF of pediatric patients with blood malignancies. Discussion: In conclusion, free histones and histone complexes are detectable with a strong signal in the CSF of children affected by brain tumours, using ImageStream(X) technology and may provide additive diagnostic and predictive information.
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Affiliation(s)
- Diana Buzova
- Department of Adaptive Biotechnologies, Global Change Research Institute CAS, Brno, Czechia
| | - Jan Frohlich
- International Clinical Research Center, St Anne’s University Hospital, Brno, Czechia
| | - Danica Zapletalova
- Department of Pediatric Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Marco Raffaele
- International Clinical Research Center, St Anne’s University Hospital, Brno, Czechia
| | - Oriana Lo Re
- International Clinical Research Center, St Anne’s University Hospital, Brno, Czechia
- Department of Stem Cell Biology and Transplantology, Research Institute of the Medical University of Varna, Varna, Bulgaria
| | - Desislava K. Tsoneva
- Department of Stem Cell Biology and Transplantology, Research Institute of the Medical University of Varna, Varna, Bulgaria
- Department of Medical Genetics, Medical University of Varna, Varna, Bulgaria
| | - Jaroslav Sterba
- International Clinical Research Center, St Anne’s University Hospital, Brno, Czechia
- Department of Pediatric Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Jan Cerveny
- Department of Adaptive Biotechnologies, Global Change Research Institute CAS, Brno, Czechia
| | - Manlio Vinciguerra
- International Clinical Research Center, St Anne’s University Hospital, Brno, Czechia
- Department of Stem Cell Biology and Transplantology, Research Institute of the Medical University of Varna, Varna, Bulgaria
- Faculty of Health, Liverpool John Moores University, Liverpool, United Kingdom
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Huang B, Zhang Y, Mao Q, Ju Y, Liu Y, Su Z, Lei Y, Ren Y. Deep learning-based prediction of H3K27M alteration in diffuse midline gliomas based on whole-brain MRI. Cancer Med 2023; 12:17139-17148. [PMID: 37461358 PMCID: PMC10501256 DOI: 10.1002/cam4.6363] [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: 05/04/2023] [Revised: 07/02/2023] [Accepted: 07/08/2023] [Indexed: 09/15/2023] Open
Abstract
BACKGROUND H3K27M mutation status significantly affects the prognosis of patients with diffuse midline gliomas (DMGs), but this tumor presents a high risk of pathological acquisition. We aimed to construct a fully automated model for predicting the H3K27M alteration status of DMGs based on deep learning using whole-brain MRI. METHODS DMG patients from West China Hospital of Sichuan University (WCHSU; n = 200) and Chengdu Shangjin Nanfu Hospital (CSNH; n = 35) who met the inclusion and exclusion criteria from February 2016 to April 2022 were enrolled as the training and external test sets, respectively. To adapt the model to the human head MRI scene, we use normal human head MR images to pretrain the model. The classification and tumor segmentation tasks are naturally related, so we conducted cotraining for the two tasks to enable information interaction between them and improve the accuracy of the classification task. RESULTS The average classification accuracies of our model on the training and external test sets was 90.5% and 85.1%, respectively. Ablation experiments showed that pretraining and cotraining could improve the prediction accuracy and generalization performance of the model. In the training and external test sets, the average areas under the receiver operating characteristic curve (AUROCs) were 94.18% and 87.64%, and the average areas under the precision-recall curve (AUPRC) were 93.26% and 85.4%. CONCLUSIONS The developed model achieved excellent performance in predicting the H3K27M alteration status in DMGs, and its good reproducibility and generalization were verified in the external dataset.
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Affiliation(s)
- Bowen Huang
- Department of NeurosurgeryWest China Hospital of Sichuan UniversityChengduChina
| | - Yuekang Zhang
- Department of NeurosurgeryWest China Hospital of Sichuan UniversityChengduChina
| | - Qing Mao
- Department of NeurosurgeryWest China Hospital of Sichuan UniversityChengduChina
| | - Yan Ju
- Department of NeurosurgeryWest China Hospital of Sichuan UniversityChengduChina
| | - Yanhui Liu
- Department of NeurosurgeryWest China Hospital of Sichuan UniversityChengduChina
| | - Zhengzheng Su
- Department of PathologyWest China Hospital of Sichuan UniversityChengduChina
| | - Yinjie Lei
- College of Electronics and Information EngineeringSichuan UniversityChengduChina
| | - Yanming Ren
- Department of NeurosurgeryWest China Hospital of Sichuan UniversityChengduChina
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10
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Matsui JK, Allen PK, Perlow HK, Johnson JM, Paulino AC, McAleer MF, Fouladi M, Grosshans DR, Ghia AJ, Li J, Zaky WT, Chintagumpala MM, Palmer JD, McGovern SL. Prognostic factors for pediatric, adolescent, and young adult patients with non-DIPG grade 4 gliomas: a contemporary pooled institutional experience. J Neurooncol 2023; 163:717-726. [PMID: 37440097 DOI: 10.1007/s11060-023-04386-4] [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: 05/12/2023] [Accepted: 06/28/2023] [Indexed: 07/14/2023]
Abstract
PURPOSE WHO grade 4 gliomas are rare in the pediatric and adolescent and young adult (AYA) population. We evaluated prognostic factors and outcomes in the pediatric versus AYA population. METHODS This retrospective pooled study included patients less than 30 years old (yo) with grade 4 gliomas treated with modern surgery and radiotherapy. Overall survival (OS) and progression-free survival (PFS) were characterized using Kaplan-Meier and Cox regression analysis. RESULTS Ninety-seven patients met criteria with median age 23.9 yo at diagnosis. Seventy-seven patients were ≥ 15 yo (79%) and 20 patients were < 15 yo (21%). Most had biopsy-proven glioblastoma (91%); the remainder had H3 K27M-altered diffuse midline glioma (DMG; 9%). All patients received surgery and radiotherapy. Median PFS and OS were 20.9 months and 79.4 months, respectively. Gross total resection (GTR) was associated with better PFS in multivariate analysis [HR 2.00 (1.01-3.62), p = 0.023]. Age ≥ 15 yo was associated with improved OS [HR 0.36 (0.16-0.81), p = 0.014] while female gender [HR 2.12 (1.08-4.16), p = 0.03] and DMG histology [HR 2.79 (1.11-7.02), p = 0.029] were associated with worse OS. Only 7% of patients experienced grade 2 toxicity. 62% of patients experienced tumor progression (28% local, 34% distant). Analysis of salvage treatment found that second surgery and systemic therapy significantly improved survival. CONCLUSION Age is a significant prognostic factor in WHO grade 4 glioma, which may reflect age-related molecular alterations in the tumor. DMG was associated with worse OS than glioblastoma. Reoperation and systemic therapy significantly increased survival after disease progression. Prospective studies in this population are warranted.
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Affiliation(s)
- Jennifer K Matsui
- The Ohio State University College of Medicine, Columbus, OH, 43201, USA
- Department of Radiation Oncology, MD Anderson Cancer Center, 1515 Holcombe Blvd, Box 1152, Houston, TX, 77030, USA
| | - Pamela K Allen
- Department of Radiation Oncology, MD Anderson Cancer Center, 1515 Holcombe Blvd, Box 1152, Houston, TX, 77030, USA
| | - Haley K Perlow
- Department of Radiation Oncology, The Ohio State University Wexner Medical Center, Columbus, OH, 43201, USA
| | - Jason M Johnson
- Department of Neuroradiology, MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Arnold C Paulino
- Department of Radiation Oncology, MD Anderson Cancer Center, 1515 Holcombe Blvd, Box 1152, Houston, TX, 77030, USA
| | - Mary Frances McAleer
- Department of Radiation Oncology, MD Anderson Cancer Center, 1515 Holcombe Blvd, Box 1152, Houston, TX, 77030, USA
| | - Maryam Fouladi
- Department of Pediatrics, Nationwide Children's Hospital, Columbus, OH, 43205, USA
| | - David R Grosshans
- Department of Radiation Oncology, MD Anderson Cancer Center, 1515 Holcombe Blvd, Box 1152, Houston, TX, 77030, USA
| | - Amol J Ghia
- Department of Radiation Oncology, MD Anderson Cancer Center, 1515 Holcombe Blvd, Box 1152, Houston, TX, 77030, USA
| | - Jing Li
- Department of Radiation Oncology, MD Anderson Cancer Center, 1515 Holcombe Blvd, Box 1152, Houston, TX, 77030, USA
| | - Wafik T Zaky
- Department of Pediatrics, MD Anderson Cancer Center, Houston, TX, 77030, USA
| | | | - Joshua D Palmer
- Department of Radiation Oncology, The Ohio State University Wexner Medical Center, Columbus, OH, 43201, USA
| | - Susan L McGovern
- Department of Radiation Oncology, MD Anderson Cancer Center, 1515 Holcombe Blvd, Box 1152, Houston, TX, 77030, USA.
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11
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Peng Y, Ren Y, Huang B, Tang J, Jv Y, Mao Q, Liu Y, Lei Y, Zhang Y. A validated prognostic nomogram for patients with H3 K27M-mutant diffuse midline glioma. Sci Rep 2023; 13:9970. [PMID: 37340065 DOI: 10.1038/s41598-023-37078-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 06/15/2023] [Indexed: 06/22/2023] Open
Abstract
H3 K27M-mutant diffuse midline glioma (H3 K27M-mt DMG) is a rare, highly invasive tumor with a poor prognosis. The prognostic factors of H3 K27M-mt DMG have not been fully identified, and there is no clinical prediction model for it. This study aimed to develop and validate a prognostic model for predicting the probability of survival in patients with H3 K27M-mt DMG. Patients diagnosed with H3 K27M-mt DMG in the West China Hospital from January 2016 to August 2021 were included. Cox proportional hazard regression was used for survival assessment, with adjustment for known prognostic factors. The final model was established using the patient data of our center as the training cohort and data from other centers for external independent verification. One hundred and five patients were ultimately included in the training cohort, and 43 cases from another institution were used as the validation cohort. The factors influencing survival probability in the prediction model included age, preoperative KPS score, radiotherapy and Ki-67 expression level. The adjusted consistency indices of the Cox regression model in internal bootstrap validation at 6, 12, and 18 months were 0.776, 0.766, and 0.764, respectively. The calibration chart showed high consistency between the predicted and observed results. The discrimination in external verification was 0.785, and the calibration curve showed good calibration ability. We identified the risk factors that affect the prognosis of H3 K27M-mt DMG patients and then established and validated a diagnostic model for predicting the survival probability of these patients.
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Affiliation(s)
- Youheng Peng
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Yanming Ren
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Bowen Huang
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Jun Tang
- College of Electronics and Information Engineering, Sichuan University, No. 24, South Section 1, First Ring Road, Chengdu, 610041, Sichuan, People's Republic of China
| | - Yan Jv
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Qing Mao
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Yanhui Liu
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China
| | - Yinjie Lei
- College of Electronics and Information Engineering, Sichuan University, No. 24, South Section 1, First Ring Road, Chengdu, 610041, Sichuan, People's Republic of China.
| | - Yuekang Zhang
- Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China.
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12
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El Malki K, Wehling P, Alt F, Sandhoff R, Zahnreich S, Ustjanzew A, Wilzius C, Brockmann MA, Wingerter A, Russo A, Beck O, Sommer C, Ottenhausen M, Frauenknecht KBM, Paret C, Faber J. Glucosylceramide Synthase Inhibitors Induce Ceramide Accumulation and Sensitize H3K27 Mutant Diffuse Midline Glioma to Irradiation. Int J Mol Sci 2023; 24:9905. [PMID: 37373053 DOI: 10.3390/ijms24129905] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Revised: 06/04/2023] [Accepted: 06/05/2023] [Indexed: 06/29/2023] Open
Abstract
H3K27M mutant (mut) diffuse midline glioma (DMG) is a lethal cancer with no effective cure. The glycosphingolipids (GSL) metabolism is altered in these tumors and could be exploited to develop new therapies. We tested the effect of the glucosylceramide synthase inhibitors (GSI) miglustat and eliglustat on cell proliferation, alone or in combination with temozolomide or ionizing radiation. Miglustat was included in the therapy protocol of two pediatric patients. The effect of H3.3K27 trimethylation on GSL composition was analyzed in ependymoma. GSI reduced the expression of the ganglioside GD2 in a concentration and time-dependent manner and increased the expression of ceramide, ceramide 1-phosphate, sphingosine, and sphingomyelin but not of sphingosine 1-phosphate. Miglustat significantly increased the efficacy of irradiation. Treatment with miglustat according to dose recommendations for patients with Niemann-Pick disease was well tolerated with manageable toxicities. One patient showed a mixed response. In ependymoma, a high concentration of GD2 was found only in the presence of the loss of H3.3K27 trimethylation. In conclusion, treatment with miglustat and, in general, targeting GSL metabolism may offer a new therapeutic opportunity and can be administered in close proximity to radiation therapy. Alterations in H3K27 could be useful to identify patients with a deregulated GSL metabolism.
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Affiliation(s)
- Khalifa El Malki
- Department of Pediatric Hematology/Oncology, Center for Pediatric and Adolescent Medicine, University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- University Cancer Center (UCT), University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
| | - Pia Wehling
- Department of Pediatric Hematology/Oncology, Center for Pediatric and Adolescent Medicine, University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- University Cancer Center (UCT), University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
| | - Francesca Alt
- Department of Pediatric Hematology/Oncology, Center for Pediatric and Adolescent Medicine, University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- University Cancer Center (UCT), University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
| | - Roger Sandhoff
- Lipid Pathobiochemistry, German Cancer Research Center, 69120 Heidelberg, Germany
- Helmholtz-Institute for Translational Oncology Mainz (HI-TRON), 55131 Mainz, Germany
| | - Sebastian Zahnreich
- Department of Radiation Oncology and Radiation Therapy, University Medical Center, Johannes Gutenberg University Mainz, 55131 Mainz, Germany
| | - Arsenij Ustjanzew
- Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
| | - Carolin Wilzius
- Lipid Pathobiochemistry, German Cancer Research Center, 69120 Heidelberg, Germany
| | - Marc A Brockmann
- Department of Neuroradiology, University Medical Center, Johannes Gutenberg University Mainz, 55131 Mainz, Germany
| | - Arthur Wingerter
- Department of Pediatric Hematology/Oncology, Center for Pediatric and Adolescent Medicine, University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- University Cancer Center (UCT), University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
| | - Alexandra Russo
- Department of Pediatric Hematology/Oncology, Center for Pediatric and Adolescent Medicine, University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- University Cancer Center (UCT), University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- German Cancer Consortium (DKTK), Site Frankfurt/Mainz, Germany, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Olaf Beck
- Department of Pediatric Hematology/Oncology, Center for Pediatric and Adolescent Medicine, University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- University Cancer Center (UCT), University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
| | - Clemens Sommer
- Institute of Neuropathology, University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
| | - Malte Ottenhausen
- Department of Neurosurgery, University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
| | - Katrin B M Frauenknecht
- Helmholtz-Institute for Translational Oncology Mainz (HI-TRON), 55131 Mainz, Germany
- Institute of Neuropathology, University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- National Center of Pathology (NCP), Laboratoire National de Santé, 3555 Dudelange, Luxembourg
- Luxembourg Center of Neuropathology (LCNP), Laboratoire National de Santé, 3555 Dudelange, Luxembourg
| | - Claudia Paret
- Department of Pediatric Hematology/Oncology, Center for Pediatric and Adolescent Medicine, University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- University Cancer Center (UCT), University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- Helmholtz-Institute for Translational Oncology Mainz (HI-TRON), 55131 Mainz, Germany
- German Cancer Consortium (DKTK), Site Frankfurt/Mainz, Germany, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- Research Center of Immunotherapy (FZI), University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
| | - Jörg Faber
- Department of Pediatric Hematology/Oncology, Center for Pediatric and Adolescent Medicine, University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- University Cancer Center (UCT), University Medical Center, Johannes Gutenberg-University Mainz, 55131 Mainz, Germany
- Helmholtz-Institute for Translational Oncology Mainz (HI-TRON), 55131 Mainz, Germany
- German Cancer Consortium (DKTK), Site Frankfurt/Mainz, Germany, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
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13
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Pachocki CJ, Hol EM. Current perspectives on diffuse midline glioma and a different role for the immune microenvironment compared to glioblastoma. J Neuroinflammation 2022; 19:276. [PMCID: PMC9675250 DOI: 10.1186/s12974-022-02630-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 10/25/2022] [Indexed: 11/21/2022] Open
Abstract
Diffuse midline glioma (DMG), formerly called diffuse intrinsic pontine glioma (DIPG), is a high-grade malignant pediatric brain tumor with a near-zero survival rate. To date, only radiation therapy provides marginal survival benefit; however, the median survival time remains less than a year. Historically, the infiltrative nature and sensitive location of the tumor rendered surgical removal and biopsies difficult and subsequently resulted in limited knowledge of the disease, as only post-mortem tissue was available. Therefore, clinical decision-making was based upon experience with the more frequent and histologically similar adult glioblastoma (GBM). Recent advances in tissue acquisition and molecular profiling revealed that DMG and GBM are distinct disease entities, with separate tissue characteristics and genetic profiles. DMG is characterized by heterogeneous tumor tissue often paired with an intact blood–brain barrier, possibly explaining its resistance to chemotherapy. Additional profiling shed a light on the origin of the disease and the influence of several mutations such as a highly recurring K27M mutation in histone H3 on its tumorigenesis. Furthermore, early evidence suggests that DMG has a unique immune microenvironment, characterized by low levels of immune cell infiltration, inflammation, and immunosuppression that may impact disease development and outcome. Within the tumor microenvironment of GBM, tumor-associated microglia/macrophages (TAMs) play a large role in tumor development. Interestingly, TAMs in DMG display distinct features and have low immune activation in comparison to other pediatric gliomas. Although TAMs have been investigated substantially in GBM over the last years, this has not been the case for DMG due to the lack of tissue for research. Bit by bit, studies are exploring the TAM–glioma crosstalk to identify what factors within the DMG microenvironment play a role in the recruitment and polarization of TAMs. Although more research into the immune microenvironment is warranted, there is evidence that targeting or stimulating TAMs and their factors provide a potential treatment option for DMG. In this review, we provide insight into the current status of DMG research, assess the knowledge of the immune microenvironment in DMG and GBM, and present recent findings and therapeutic opportunities surrounding the TAM–glioma crosstalk.
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Affiliation(s)
- Casper J. Pachocki
- grid.5477.10000000120346234Department of Translational Neuroscience, University Medical Center Utrecht Brain Center, Utrecht University, Utrecht, The Netherlands
| | - Elly M. Hol
- grid.5477.10000000120346234Department of Translational Neuroscience, University Medical Center Utrecht Brain Center, Utrecht University, Utrecht, The Netherlands
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14
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Onishi S, Ohba S, Kuraoka K, Kurashige T, Sugiyama K, Yamasaki F. Molecular and clinical characterization of H3 K27M-mutant "non-midline" glioblastoma: A case report and literature review. NEUROCIRUGIA (ENGLISH EDITION) 2022; 33:356-360. [PMID: 36333093 DOI: 10.1016/j.neucie.2021.06.008] [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: 03/18/2021] [Accepted: 06/24/2021] [Indexed: 06/16/2023]
Abstract
The WHO classification of tumors of the CNS in 2016 defined "diffuse midline glioma, H3 K27M-mutant" as a new tumor entity locating in the CNS midline. However, the H3 K27M-mutation in "non-midline" glioblastoma are rare and their characteristics have been rarely reported. A 16-year-old girl presented a hyper-intense lesion at her left temporal stem on T2WI, FLAIR and DWI. Biopsy was performed and molecular pathological diagnosis was glioblastoma with H3 K27M-mutant. Accordingly, the possibility of H3 K27M-mutant should be examined not only for diffuse glioma without IDH mutation that develops at a midline location, but also in non-midline locations.
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Affiliation(s)
- Shumpei Onishi
- Department of Neurosurgery, National Hospital Organization Kure Medical Center and Chugoku Cancer Center, Hiroshima, Japan; Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
| | - Shinji Ohba
- Department of Neurosurgery, National Hospital Organization Kure Medical Center and Chugoku Cancer Center, Hiroshima, Japan
| | - Kazuya Kuraoka
- Department of Diagnostic Pathology, National Hospital Organization Kure Medical Center and Chugoku Cancer Center, Hiroshima, Japan
| | - Takashi Kurashige
- Department of Neurology, National Hospital Organization Kure Medical Center and Chugoku Cancer Center, Hiroshima, Japan
| | - Kazuhiko Sugiyama
- Department of Clinical Oncology and Neuro-oncology Program, Hiroshima University Hospital, Hiroshima, Japan
| | - Fumiyuki Yamasaki
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
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15
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Hersh AM, Jallo GI, Shimony N. Surgical approaches to intramedullary spinal cord astrocytomas in the age of genomics. Front Oncol 2022; 12:982089. [PMID: 36147920 PMCID: PMC9485889 DOI: 10.3389/fonc.2022.982089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 08/11/2022] [Indexed: 11/25/2022] Open
Abstract
Intramedullary astrocytomas represent approximately 30%–40% of all intramedullary tumors and are the most common intramedullary tumor in children. Surgical resection is considered the mainstay of treatment in symptomatic patients with neurological deficits. Gross total resection (GTR) can be difficult to achieve as astrocytomas frequently present as diffuse lesions that infiltrate the cord. Therefore, GTR carries a substantial risk of new post-operative deficits. Consequently, subtotal resection and biopsy are often the only surgical options attempted. A midline or paramedian sulcal myelotomy is frequently used for surgical resection, although a dorsal root entry zone myelotomy can be used for lateral tumors. Intra-operative neuromonitoring using D-wave integrity, somatosensory, and motor evoked potentials is critical to facilitating a safe resection. Adjuvant radiation and chemotherapy, such as temozolomide, are often administered for high-grade recurrent or progressive lesions; however, consensus is lacking on their efficacy. Biopsied tumors can be analyzed for molecular markers that inform clinicians about the tumor’s prognosis and response to conventional as well as targeted therapeutic treatments. Stratification of intramedullary tumors is increasingly based on molecular features and mutational status. The landscape of genetic and epigenetic mutations in intramedullary astrocytomas is not equivalent to their intracranial counterparts, with important difference in frequency and type of mutations. Therefore, dedicated attention is needed to cohorts of patients with intramedullary tumors. Targeted therapeutic agents can be designed and administered to patients based on their mutational status, which may be used in coordination with traditional surgical resection to improve overall survival and functional status.
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Affiliation(s)
- Andrew M. Hersh
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - George I. Jallo
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- Department of Neurosurgery, Johns Hopkins Medicine, Institute for Brain Protection Sciences, Johns Hopkins All Children’s Hospital, St. Petersburg, FL, United States
- *Correspondence: George I. Jallo,
| | - Nir Shimony
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- Department of Surgery, St. Jude Children’s Research Hospital, Memphis, TN, United States
- Le Bonheur Neuroscience Institute, Le Bonheur Children’s Hospital, Memphis, TN, United States
- Department of Neurosurgery, University of Tennessee Health Science Center, Memphis, TN, United States
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16
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H3K27M-Altered Diffuse Midline Gliomas Among Adult Patients: A Systematic Review of Clinical Features and Survival Analysis. World Neurosurg 2022; 165:e251-e264. [PMID: 35697228 DOI: 10.1016/j.wneu.2022.06.020] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 06/03/2022] [Accepted: 06/04/2022] [Indexed: 12/14/2022]
Abstract
OBJECTIVE The objective of the study was to summarize the clinical characteristics, histo-genomic profiles, management strategies, and survival outcomes of H3K27M-altered adult diffuse midline gliomas (aDMGs). METHODS PubMed, Scopus, and Cochrane databases were used to identify relevant articles. Papers including H3K27M-altered aDMGs with sufficient clinical outcome data were included. Descriptive clinical characteristics and survival analysis were also conducted. RESULTS Twenty studies describing 135 patients were included. The median age at diagnosis was 42 years, and there was a slight male predominance (N = 60, 54%). In our cohort, 15 (11%) patients experienced headache, 10 had nausea and vomiting (7%), and 10 had ataxia (7%). Within this cohort, histopathologic diagnoses included glioblastoma (N = 22, 40%) and anaplastic astrocytoma (N = 21, 38%), while genetic alterations included ATRX mutation (N = 22, 16%), PTPN11 mutation (N = 9, 7%), and MGMT promoter methylation (N = 9, 7%). Among histo-genetic alterations, only ATRX mutation was associated with survival and correlated with worse prognosis (log-rank test, P = 0.04). Neither surgical resection versus biopsy nor greater extent of resection demonstrated survival benefit in our cohort. Chemotherapy was administered in 98 (73%) cases with radiotherapy administered in 71 (53%) cases. Unlike chemotherapy, radiotherapy demonstrated a significant survival benefit (log-rank test, P = 0.019). The median overall survival and progression-free survival within our patient cohort were 10 and 7 months, respectively. CONCLUSIONS H3K27M-altered aDMGs were associated with relatively poor survival. ATRX gene mutation was significantly associated with survival disadvantage, while radiotherapy was associated with survival benefit. Large, prospective studies are needed to establish a standard management strategy and provide reliable prognostic conclusions.
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17
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Johnson DR, Giannini C, Vaubel RA, Morris JM, Eckel LJ, Kaufmann TJ, Guerin JB. A Radiologist's Guide to the 2021 WHO Central Nervous System Tumor Classification: Part I-Key Concepts and the Spectrum of Diffuse Gliomas. Radiology 2022; 304:494-508. [PMID: 35880978 DOI: 10.1148/radiol.213063] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
The fifth edition of the World Health Organization (WHO) classification of tumors of the central nervous system, published in 2021, contains substantial updates in the classification of tumor types. Many of these changes are relevant to radiologists, including "big picture" changes to tumor diagnosis methods, nomenclature, and grading, which apply broadly to many or all central nervous system tumor types, as well as the addition, elimination, and renaming of multiple specific tumor types. Radiologists are integral in interpreting brain tumor imaging studies and have a considerable impact on patient care. Thus, radiologists must be aware of pertinent changes in the field. Staying updated with the most current guidelines allows radiologists to be informed and effective at multidisciplinary tumor boards and in interactions with colleagues in neuro-oncology, neurosurgery, radiation oncology, and neuropathology. This review represents the first of a two-installment review series on the most recent changes to the WHO brain tumor classification system. This first installment focuses on the changes to the classification of adult and pediatric gliomas of greatest relevance for radiologists.
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Affiliation(s)
- Derek R Johnson
- From the Departments of Radiology (D.R.J., J.M.M., L.J.E., T.J.K., J.B.G.), Neurology (D.R.J.), and Laboratory Medicine and Pathology (C.G., R.A.V.), Mayo Clinic, 200 First St SW, Rochester, MN 55905; and Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy (C.G.)
| | - Caterina Giannini
- From the Departments of Radiology (D.R.J., J.M.M., L.J.E., T.J.K., J.B.G.), Neurology (D.R.J.), and Laboratory Medicine and Pathology (C.G., R.A.V.), Mayo Clinic, 200 First St SW, Rochester, MN 55905; and Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy (C.G.)
| | - Rachael A Vaubel
- From the Departments of Radiology (D.R.J., J.M.M., L.J.E., T.J.K., J.B.G.), Neurology (D.R.J.), and Laboratory Medicine and Pathology (C.G., R.A.V.), Mayo Clinic, 200 First St SW, Rochester, MN 55905; and Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy (C.G.)
| | - Jonathan M Morris
- From the Departments of Radiology (D.R.J., J.M.M., L.J.E., T.J.K., J.B.G.), Neurology (D.R.J.), and Laboratory Medicine and Pathology (C.G., R.A.V.), Mayo Clinic, 200 First St SW, Rochester, MN 55905; and Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy (C.G.)
| | - Laurence J Eckel
- From the Departments of Radiology (D.R.J., J.M.M., L.J.E., T.J.K., J.B.G.), Neurology (D.R.J.), and Laboratory Medicine and Pathology (C.G., R.A.V.), Mayo Clinic, 200 First St SW, Rochester, MN 55905; and Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy (C.G.)
| | - Timothy J Kaufmann
- From the Departments of Radiology (D.R.J., J.M.M., L.J.E., T.J.K., J.B.G.), Neurology (D.R.J.), and Laboratory Medicine and Pathology (C.G., R.A.V.), Mayo Clinic, 200 First St SW, Rochester, MN 55905; and Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy (C.G.)
| | - Julie B Guerin
- From the Departments of Radiology (D.R.J., J.M.M., L.J.E., T.J.K., J.B.G.), Neurology (D.R.J.), and Laboratory Medicine and Pathology (C.G., R.A.V.), Mayo Clinic, 200 First St SW, Rochester, MN 55905; and Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy (C.G.)
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Garcia MR, Feng Y, Vasudevaraja V, Galbraith K, Serrano J, Thomas C, Radmanesh A, Hidalgo ET, Harter DH, Allen JC, Gardner SL, Osorio DS, William CM, Zagzag D, Boué DR, Snuderl M. Clinical, Pathological, and Molecular Characteristics of Diffuse Spinal Cord Gliomas. J Neuropathol Exp Neurol 2022; 81:865-872. [PMID: 35997552 DOI: 10.1093/jnen/nlac075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Diffuse spinal cord gliomas (SCGs) are rare tumors associated with a high morbidity and mortality that affect both pediatric and adult populations. In this retrospective study, we sought to characterize the clinical, pathological, and molecular features of diffuse SCG in 22 patients with histological and molecular analyses. The median age of our cohort was 23.64 years (range 1-82) and the overall median survival was 397 days. K27M mutation was significantly more prevalent in males compared to females. Gross total resection and chemotherapy were associated with improved survival, compared to biopsy and no chemotherapy. While there was no association between tumor grade, K27M status (p = 0.366) or radiation (p = 0.772), and survival, males showed a trend toward shorter survival. K27M mutant tumors showed increased chromosomal instability and a distinct DNA methylation signature.
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Affiliation(s)
- Mekka R Garcia
- Department of Neurology, NYU Langone Health, New York, New York, USA
| | - Yang Feng
- Department of Biostatistics, NYU School of Global Public Health, New York, New York, USA
| | | | - Kristyn Galbraith
- Department of Pathology, NYU Langone Health, New York, New York, USA
| | - Jonathan Serrano
- Department of Pathology, NYU Langone Health, New York, New York, USA
| | - Cheddhi Thomas
- Department of Pathology, NYU Langone Health, New York, New York, USA
| | - Alireza Radmanesh
- Department of Radiology, NYU Langone Health, New York, New York, USA
| | - Eveline T Hidalgo
- Department of Neurosurgery, NYU Langone Health, New York, New York, USA
| | - David H Harter
- Department of Neurosurgery, NYU Langone Health, New York, New York, USA
| | - Jeffrey C Allen
- Department of Neurology, NYU Langone Health, New York, New York, USA
| | - Sharon L Gardner
- Department of Pediatrics, NYU Langone Health, New York, New York, USA
| | - Diana S Osorio
- Department of Pediatrics, Nationwide Children's Hospital, Columbus, Ohio, USA
| | | | - David Zagzag
- Department of Pathology, NYU Langone Health, New York, New York, USA
| | - Daniel R Boué
- Department of Pathology and Laboratory Medicine, Nationwide Children's Hospital and the Ohio State University, Columbus, Ohio, USA
| | - Matija Snuderl
- Department of Pathology, NYU Langone Health, New York, New York, USA
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19
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Liang XY, Chen YP, Li Q, Zhou ZW. Atypical imaging features of the primary spinal cord glioblastoma: A case report. World J Clin Cases 2022; 10:7950-7959. [PMID: 36158493 PMCID: PMC9372862 DOI: 10.12998/wjcc.v10.i22.7950] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 04/29/2022] [Accepted: 06/26/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Primary spinal cord (PSC) glioblastoma (GB) is an extremely rare but fatal primary tumor of the central nervous system and associated with a poor prognosis. While typical tumor imaging features are generally easy to recognize, glioblastoma multiforme can have a wide range of imaging findings. Atypical GB is often misdiagnosed, which usually delays the optimal time for treatment. In this article, we discuss a clinical case of pathologically confirmed PSC GB under the guise of benign tumor imaging findings, as well as the most recent literature pertaining to PSC GB.
CASE SUMMARY A 70-year-old female complained of limb weakness lasting more than 20 d. Irregular masses were observed inside and outside the left foramina of the spinal canal at C7-T1 on medical imaging. Based on the imaging features, radiologists diagnosed the patient with schwannoma. Tumor resection was performed under general anesthesia. The final histopathological findings revealed a final diagnosis of PSC GB, world health organization Grade IV. The patient subsequently underwent a 4-wk course of radiotherapy (60 Gy in 20 fractions) combined with temozolomide chemotherapy. The patient was alive at the time of submission of this manuscript.
CONCLUSION Atypical GB presented unusual imaging findings, which led to misdiagnosis. Therefore, a complete recognition of imaging signs may facilitate early accurate diagnosis.
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Affiliation(s)
- Xin-Yu Liang
- Department of Radiology, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong Province, China
| | - Yao-Ping Chen
- Department of Radiology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou 510630, Guangdong Province, China
| | - Qiao Li
- Department of Endocrinology, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong Province, China
| | - Ze-Wang Zhou
- Department of Radiology, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong Province, China
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20
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Hatoum R, Chen JS, Lavergne P, Shlobin NA, Wang A, Elkaim LM, Dodin P, Couturier CP, Ibrahim GM, Fallah A, Venne D, Perreault S, Wang AC, Jabado N, Dudley RWR, Weil AG. Extent of Tumor Resection and Survival in Pediatric Patients With High-Grade Gliomas: A Systematic Review and Meta-analysis. JAMA Netw Open 2022; 5:e2226551. [PMID: 35972743 PMCID: PMC9382445 DOI: 10.1001/jamanetworkopen.2022.26551] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
IMPORTANCE Pediatric patients with high-grade gliomas have a poor prognosis. The association among the extent of resection, tumor location, and survival in these patients remains unclear. OBJECTIVE To ascertain whether gross total resection (GTR) in hemispheric, midline, or infratentorial pediatric high-grade gliomas (pHGGs) is independently associated with survival differences compared with subtotal resection (STR) and biopsy at 1 year and 2 years after tumor resection. DATA SOURCES PubMed, EBMR, Embase, and MEDLINE were systematically reviewed from inception to June 3, 2022, using the keywords high-grade glioma, pediatric, and surgery. No period or language restrictions were applied. STUDY SELECTION Randomized clinical trials and cohort studies of pHGGs that stratified patients by extent of resection and reported postoperative survival were included for study-level and individual patient data meta-analyses. DATA EXTRACTION AND SYNTHESIS Study characteristics and mortality rates were extracted from each article. Relative risk ratios (RRs) were pooled using random-effects models. Individual patient data were evaluated using multivariate mixed-effects Cox proportional hazards regression modeling. The PRISMA reporting guideline was followed, and the study was registered a priori. MAIN OUTCOMES AND MEASURES Hazard ratios (HRs) and RRs were extracted to indicate associations among extent of resection, 1-year and 2-year postoperative mortality, and overall survival. RESULTS A total of 37 studies with 1387 unique patients with pHGGs were included. In study-level meta-analysis, GTR had a lower mortality risk than STR at 1 year (RR, 0.69; 95% CI, 0.56-0.83; P < .001) and 2 years (RR, 0.74; 95% CI, 0.67-0.83; P < .001) after tumor resection. Subtotal resection was not associated with differential survival compared with biopsy at 1 year (RR, 0.82; 95% CI, 0.66-1.01; P = .07) but had decreased mortality risk at 2 years (RR, 0.89; 95% CI, 0.82-0.97; P = .01). The individual patient data meta-analysis of 27 articles included 427 patients (mean [SD] age at diagnosis, 9.3 [5.9] years), most of whom were boys (169 of 317 [53.3%]), had grade IV tumors (246 of 427 [57.7%]), and/or had tumors that were localized to either the cerebral hemispheres (133 of 349 [38.1%]) or midline structures (132 of 349 [37.8%]). In the multivariate Cox proportional hazards regression model, STR (HR, 1.91; 95% CI, 1.34-2.74; P < .001) and biopsy (HR, 2.10; 95% CI, 1.43-3.07; P < .001) had shortened overall survival compared with GTR but no survival differences between them (HR, 0.91; 95% CI, 0.67-1.24; P = .56). Gross total resection was associated with prolonged survival compared with STR for hemispheric (HR, 0.29; 95% CI, 0.15-0.54; P < .001) and infratentorial (HR, 0.44; 95% CI, 0.24-0.83; P = .01) tumors but not midline tumors (HR, 0.63; 95% CI, 0.34-1.19; P = .16). CONCLUSIONS AND RELEVANCE Results of this study show that, among patients with pHGG, GTR is independently associated with better overall survival compared with STR and biopsy, especially among patients with hemispheric and infratentorial tumors, and support the pursuit of maximal safe resection in the treatment of pHGGs.
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Affiliation(s)
- Rami Hatoum
- University of Montréal School of Medicine, Montréal, Quebec, Canada
| | - Jia-Shu Chen
- The Warren Alpert Medical School of Brown University, Providence, Rhode Island
| | - Pascal Lavergne
- Department of Neurological Surgery, University of Washington, Seattle
| | - Nathan A. Shlobin
- Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Andrew Wang
- Department of Neurosurgery, David Geffen School of Medicine at UCLA (University of California, Los Angeles)
- College of Medicine, Charles R. Drew University of Medicine and Science, Los Angeles, California
| | - Lior M. Elkaim
- Division of Neurology and Neurosurgery, McGill University, McGill University Health Center, Montreal, Quebec, Canada
| | - Philippe Dodin
- Medical Library, Centre Hospitalier Universitaire (CHU) Sainte-Justine Children’s, Montréal, Quebec, Canada
| | - Charles P. Couturier
- Department of Neurology and Neurosurgery, Montréal Neurological Institute–Hospital, Montréal, Quebec, Canada
| | - George M. Ibrahim
- Division of Neurosurgery, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Aria Fallah
- Department of Neurosurgery, David Geffen School of Medicine at UCLA (University of California, Los Angeles)
- Department of Pediatrics, David Geffen School of Medicine at UCLA
| | - Dominic Venne
- Division of Neurosurgery, Ste Justine Hospital, University of Montréal, Montréal, Quebec, Canada
| | | | - Anthony C. Wang
- Department of Neurosurgery, David Geffen School of Medicine at UCLA (University of California, Los Angeles)
- Department of Pediatrics, David Geffen School of Medicine at UCLA
| | - Nada Jabado
- Department of Human Genetics, McGill University, Montréal, Quebec, Canada
- Department of Pediatrics, McGill University and McGill University Health Centre Research Institute, Montréal, Quebec, Canada
| | - Roy W. R. Dudley
- Neurosurgery Service, Department of Surgery, McGill University and McGill University Health Centre Research Institute, Montréal, Quebec, Canada
| | - Alexander G. Weil
- Division of Neurosurgery, Ste Justine Hospital, University of Montréal, Montréal, Quebec, Canada
- Neurosurgery Service, Department of Surgery, University of Montreal Hospital Center, Montréal, Quebec, Canada
- Sainte-Justine University Hospital Research Center, Montréal, Quebec, Canada
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21
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Wadden J, Newell BS, Bugbee J, John V, Bruzek AK, Dickson RP, Koschmann C, Blaauw D, Narayanasamy S, Das R. Ultra-rapid somatic variant detection via real-time targeted amplicon sequencing. Commun Biol 2022; 5:708. [PMID: 35840782 PMCID: PMC9284968 DOI: 10.1038/s42003-022-03657-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 06/29/2022] [Indexed: 12/03/2022] Open
Abstract
Molecular markers are essential for cancer diagnosis, clinical trial enrollment, and some surgical decision making, motivating ultra-rapid, intraoperative variant detection. Sequencing-based detection is considered the gold standard approach, but typically takes hours to perform due to time-consuming DNA extraction, targeted amplification, and library preparation times. In this work, we present a proof-of-principle approach for sub-1 hour targeted variant detection using real-time DNA sequencers. By modifying existing protocols, optimizing for diagnostic time-to-result, we demonstrate confirmation of a hot-spot mutation from tumor tissue in ~52 minutes. To further reduce time, we explore rapid, targeted Loop-mediated Isothermal Amplification (LAMP) and design a bioinformatics tool-LAMPrey-to process sequenced LAMP product. LAMPrey's concatemer aware alignment algorithm is designed to maximize recovery of diagnostically relevant information leading to a more rapid detection versus standard read alignment approaches. Using LAMPrey, we demonstrate confirmation of a hot-spot mutation (250x support) from tumor tissue in less than 30 minutes.
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Affiliation(s)
- Jack Wadden
- Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, 48109, USA.
- Division of Computer Science and Engineering, Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, 48109, USA.
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, University of Michigan School of Medicine, Ann Arbor, MI, 48109, USA.
| | - Brandon S Newell
- Division of Computer Science and Engineering, Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Joshua Bugbee
- Division of Computer Science and Engineering, Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Vishal John
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, University of Michigan School of Medicine, Ann Arbor, MI, 48109, USA
| | - Amy K Bruzek
- Department of Neurosurgery, University of Michigan School of Medicine, Ann Arbor, MI, 48109, USA
| | - Robert P Dickson
- Division of Pulmonary and Critical Care, Department of Internal Medicine, University of Michigan School of Medicine, Ann Arbor, MI, 48109, USA
| | - Carl Koschmann
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, University of Michigan School of Medicine, Ann Arbor, MI, 48109, USA
| | - David Blaauw
- Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Satish Narayanasamy
- Division of Computer Science and Engineering, Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Reetuparna Das
- Division of Computer Science and Engineering, Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, 48109, USA.
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22
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Vuong HG, Le HT, Jea A, McNall-Knapp R, Dunn IF. Risk stratification of H3 K27M-mutant diffuse midline gliomas based on anatomical locations: an integrated systematic review of individual participant data. J Neurosurg Pediatr 2022; 30:99-106. [PMID: 35535848 PMCID: PMC10193490 DOI: 10.3171/2022.3.peds2250] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 03/24/2022] [Indexed: 12/31/2022]
Abstract
OBJECTIVE The prognostic significance and genetic characteristics of H3 K27M-mutant diffuse midline gliomas (DMGs) in different anatomical locations requires further clarification. In this study, the authors integrated published data to investigate the differences between brainstem, thalamic, and spinal cord tumors. METHODS PubMed and Web of Science databases were used to search for eligible articles. Studies were included if they provided individual patient data of H3 K27M-mutant DMGs with available tumor locations. Hazard ratios (HRs) and 95% confidence intervals (CIs) were computed to investigate the survival of each subgroup. RESULTS Eight hundred four tumors were identified, including 467, 228, and 109 in the brainstem, thalamus, and spine, respectively. Brainstem tumors were primarily observed in young children, while patients with thalamic and spinal cord tumors afflicted older patients. The Ki-67 labeling index was highest in brainstem tumors. Compared to patients with brainstem tumors, those with thalamic (HR 0.573, 95% CI 0.463-0.709; p < 0.001) and spinal cord lesions (HR 0.460, 95% CI 0.341-0.621; p < 0.001) had a significantly better survival. When patients were stratified by age groups, superior overall survival (OS) of thalamic tumors was observed in comparison to brainstem tumors in young children and adolescents, whereas adult tumors had uniform OS regardless of anatomical sites. Genetically, mutations in HIST1H3B/C (H3.1) and ACVR1 genes were mostly detected in brainstem tumors, whereas spinal cord tumors were characterized by a higher incidence of mutations in the TERT promoter. CONCLUSIONS This study demonstrated that H3 K27M-mutant DMGs have distinct clinical characteristics, prognoses, and molecular profiles in different anatomical locations.
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Affiliation(s)
- Huy Gia Vuong
- Department of Neurosurgery, The University of Oklahoma Health Sciences Center, Oklahoma University, Oklahoma City, Oklahoma
| | - Hieu Trong Le
- Department of Pathology, University of Medicine and Pharmacy at Ho Chi Minh City, Vietnam; and
| | - Andrew Jea
- Department of Neurosurgery, The University of Oklahoma Health Sciences Center, Oklahoma University, Oklahoma City, Oklahoma
| | - Rene McNall-Knapp
- Department of Pediatrics, The University of Oklahoma Health Sciences Center, Oklahoma University, Oklahoma City, Oklahoma
| | - Ian F. Dunn
- Department of Neurosurgery, The University of Oklahoma Health Sciences Center, Oklahoma University, Oklahoma City, Oklahoma
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23
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Schiavello E, Biassoni V, Gattuso G, Podda M, Chiaravalli S, Barretta F, Antonelli M, De Cecco L, Pecori E, Gandola L, Massimino M. A homogeneous treatment for non-DIPG diffuse midline glioma. TUMORI JOURNAL 2022:3008916221099067. [PMID: 35708347 DOI: 10.1177/03008916221099067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
INTRODUCTION The H3K27M-mutant diffuse midline glioma (DMG) was first included in the World Health Organization (WHO) Classification of central nervous system (CNS) tumors in 2016, and confirmed in its fifth edition. The biological behavior and dismal prognosis of this tumor resemble diffuse intrinsic pontine gliomas (DIPG). Homogeneously-treated series are rarely reported. METHODS From 2016 onwards, we treated patients with DMG with radiotherapy and concomitant/adjuvant nimotuzumab/vinorelbine, plus re-irradiation at relapse, as already done for DIPG. RESULTS We treated nine patients, seven females, with a median age at diagnosis of 13 years. Tumor sites were: thalamic in five cases, pontocerebellar in two, pineal in one, and paratrigonal with nodular/leptomeningeal dissemination in one. Three patients were biopsied, and six had partial tumor resections. Central pathological review was always performed. The median time to local progression was 12.7 months, and the median overall survival was 17.8 months. Six patients died of tumor progression, one of cerebral bleeding at progression. Two were alive, one in continuous remission, the other after relapsing, at 38.6 and 46.3 months after diagnosis. Progression-free survival was 33.3% at one year. Overall survival was 88.9%, 33.3% and 22.2% at 1, 2 and 3 years, respectively. CONCLUSIONS This is a small series of homogeneously-treated DMG patients. The results obtained are comparable with those of DIPG patients. Given the phenotypically- and molecularly-defined setting of DMG and severe outcome in this orphan population, they should be treated and included in registries and protocols of DIPG.
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Affiliation(s)
- 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
| | - Giovanna Gattuso
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Marta Podda
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Stefano Chiaravalli
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Francesco Barretta
- Department of Clinical Epidemiology and Trial Organisation, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Manila Antonelli
- Department of Radiological, Oncological and Anatomo-Pathological Sciences, Sapienza University Viale Regina Elena, Rome, Italy
| | - Loris De Cecco
- Integrated Biology Platform, Department of Applied Research and Technology Development, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Emilia Pecori
- Pediatric Radiotherapy, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Lorenza Gandola
- Pediatric Radiotherapy, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Maura Massimino
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
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24
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Adult diffuse midline gliomas H3 K27-altered: review of a redefined entity. J Neurooncol 2022; 158:369-378. [PMID: 35567713 DOI: 10.1007/s11060-022-04024-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 04/23/2022] [Indexed: 10/18/2022]
Abstract
INTRODUCTION Diffuse midline glioma (DMG) H3 K27-altered is a type of high-grade gliomas first recognized as a new entity in the 2016 World Health Organization Classification of Central Nervous System (CNS) Tumors as DMG H3 K27M-mutant, recently renamed in the new 2021 WHO classification. The aim of this review is to describe the characteristics of diffuse midline gliomas H3 K27-altered in the adult population. METHODS We performed a review of the current literature regarding the genetic, clinical, imaging characteristics and management of diffuse midline gliomas H3 K27-altered in adult patients. RESULTS The 2021 WHO classification now designates the previously recognized DMG H3K27M-mutant as DMG H3 K27-altered, recognizing the alternative mechanisms by which the pathogenic pathway can be altered. Thus, the diagnostic criteria for this entity consist of diffuse growth pattern, midline anatomic location, and H3 K27-specific neuroglial mutations. DMGs' characteristic midline location makes them difficult to surgically resect and biopsy, carrying high mortality and morbidity rates, with median survival ranging from 9 to 12 months in adult patients. CONCLUSION The diagnosis of DMGs H3 K27-altered in adult patients should be considered upon neurological symptoms associated with an infiltrative midline brain tumor detected on imaging. Future studies are necessary to continue refining their characteristics in this age group.
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Advances in Chimeric Antigen Receptor (CAR) T-Cell Therapies for the Treatment of Primary Brain Tumors. Antibodies (Basel) 2022; 11:antib11020031. [PMID: 35645204 PMCID: PMC9149956 DOI: 10.3390/antib11020031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 04/11/2022] [Accepted: 04/14/2022] [Indexed: 12/19/2022] Open
Abstract
Immunotherapy has revolutionized the care of cancer patients. A diverse set of strategies to overcome cancer immunosuppression and enhance the tumor-directed immune response are in clinical use, but have not achieved transformative benefits for brain tumor patients. Adoptive cell therapies, which employ a patient’s own immune cells to generate directed anti-tumor activity, are emerging technologies that hold promise to improve the treatment of primary brain tumors in children and adults. Here, we review recent advances in chimeric antigen receptor (CAR) T-cell therapies for the treatment of aggressive primary brain tumors, including glioblastoma and diffuse midline glioma, H3 K27M-mutant. We highlight current approaches, discuss encouraging investigational data, and describe key challenges in the development and implementation of these types of therapies in the neuro-oncology setting.
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26
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Lu VM, Luther EM, Eichberg DG, Morell AA, Shah AH, Komotar RJ, Ivan ME. The emerging relevance of H3K27 trimethylation loss in meningioma: A systematic review of recurrence and overall survival with meta-analysis. World Neurosurg 2022; 163:87-95.e1. [DOI: 10.1016/j.wneu.2022.04.048] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Accepted: 04/11/2022] [Indexed: 11/30/2022]
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Adult H3K27M mutated thalamic glioma patients display a better prognosis than unmutated patients. J Neurooncol 2022; 156:615-623. [PMID: 34994963 DOI: 10.1007/s11060-022-03943-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 01/03/2022] [Indexed: 10/19/2022]
Abstract
BACKGROUND Adult thalamic gliomas are a rare entity whose management is challenging for physicians. The aim of this study is to describe the characteristics and prognostic factors of thalamic gliomas in adult patients. METHODS We retrospectively analyzed the clinical, neuro-radiological, histological, and molecular characteristics of all cases of adult thalamic glioma in our regional center. RESULTS We included 38 adult patients. Median age at diagnosis was 56.5 years old (range, 24-80). Median KPS at diagnosis was 70%. Two-thirds of patients presented with tumor necrosis on MRI. Bithalamic lesions were present in four patients. The median volume of enhancement associated with lesions was relatively small (14 mm3). Two patients had undergone partial surgical resection. All other patients underwent biopsy. Median PFS was 7.1 months (95% CI [3.7-10.5]) and median OS was 15.6 months (95% CI [11.7-19.6]). Among 20 patients with available tumor samples for molecular analyses, only 4 (20%) presented with H3K27M mutation. Patients with H3K27M mutation had longer survival compared to those without. Finally, we identified a long-term survivor population characterized by a younger age, no cognitive impairment, low steroid dose treatment and the presence of H3K27M mutation. CONCLUSION Thalamic adult glioma differs from bithalamic glioma in children with regards to its clinical, radiological and molecular profiles. Long-term survival is observed in young patients with limited symptoms and H3K27M mutation. A larger prospective cohort is needed to validate these findings.
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28
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Upadhyay R, Khose S, Pokhylevych H, Paulino AC, McAleer MF, Ghia A, Li J, Yeboa DN, Loghin M, Harrison R, O’Brien B, Kamiya-Matsuoka C, De Groot J, Puduvalli VK, Tatsui C, Alvarez-Breckenridge C, Prabhu S, Rhines L, Zaky W, Lin F, Weinberg JS, Fuller G, Sandberg DI, Johnson JM, McGovern SL. Patterns of failure after radiation therapy in primary spinal high-grade gliomas: A single institutional analysis. Neurooncol Adv 2022; 4:vdac129. [PMID: 36128585 PMCID: PMC9476222 DOI: 10.1093/noajnl/vdac129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
Background Primary spinal high-grade gliomas (S-HGG) are rare aggressive tumors; radiation therapy (RT) often plays a dominant role in management. We conducted a single-institution retrospective review to study the clinicopathological features and management of S-HGGs. Methods Patients with biopsy-proven S-HGG who received RT from 2001 to 2020 were analyzed for patient, tumor, and treatment characteristics. Kaplan–Meier estimates were used for survival analyses. Results Twenty-nine patients were identified with a median age of 25.9 years (range 1–74 y). Four patients had GTR while 25 underwent subtotal resection or biopsy. All patients were IDH wildtype and MGMT-promoter unmethylated, where available. H3K27M mutation was present in 5 out of 10 patients tested, while one patient harbored p53 mutation. Median RT dose was 50.4 Gy (range 39.6–54 Gy) and 65% received concurrent chemotherapy, most commonly temozolomide. Twenty-three (79%) of patients had documented recurrence. Overall, 16 patients relapsed locally, 10 relapsed in the brain and 8 developed leptomeningeal disease; only 8 had isolated local relapse. Median OS from diagnosis was 21.3 months and median PFS was 9.7 months. On univariate analysis, age, gender, GTR, grade, RT modality, RT dose and concurrent chemotherapy did not predict for survival. Patients with H3K27M mutation had a poorer PFS compared to those without mutation (10.1 m vs 45.1 m) but the difference did not reach statistical significance (P = .26). Conclusions The prognosis of patients with spinal HGGs remains poor with two-thirds of the patients developing distant recurrence despite chemoradiation. Survival outcomes were similar in patients ≤ 29 years compared to adults > 29 years. A better understanding of the molecular drivers of spinal HGGs is needed to develop more effective treatment options.
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Affiliation(s)
- Rituraj Upadhyay
- Department of Radiation Oncology, The James Cancer Centre, Ohio State University , Columbus, Ohio , USA
| | - Swapnil Khose
- Department of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Halyna Pokhylevych
- Department of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Arnold C Paulino
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Mary Frances McAleer
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Amol Ghia
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Jing Li
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Debra Nana Yeboa
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Monica Loghin
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Rebecca Harrison
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Barbara O’Brien
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Carlos Kamiya-Matsuoka
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - John De Groot
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Vinay K Puduvalli
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Claudio Tatsui
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | | | - Sujit Prabhu
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Larry Rhines
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Wafik Zaky
- Division of Pediatrics, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Frank Lin
- Texas Children’s Cancer Center, Baylor College of Medicine , Houston, Texas , USA
| | - Jeffery S Weinberg
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Gregory Fuller
- Department of Neuro-pathology, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA (G.F.)
| | - David I Sandberg
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Jason Michael Johnson
- Department of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
| | - Susan L McGovern
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center , Houston, Texas , USA
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Zabrodskaya YM, Sidorin VS, Nikolaenko MS, Samochernikh KA. [Tumor progression of diffuse median glioma with H3 K27 alteration from pilocytic astrocytoma to glioblastoma]. Arkh Patol 2022; 84:40-46. [PMID: 36469716 DOI: 10.17116/patol20228406140] [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: 06/17/2023]
Abstract
In the latest revisions of the WHO Classification of CNS Tumors, carried out in 2016 and 2021, the traditional histogenetic classification of gliomas is rebuilt on a new molecular genetic basis, according to which diffuse midline glioma with alteration of histone H3 K27 is distinguished as a specific pediatric oncosyndrome. The rationale was the association of this feature of midline gliomas in children with a worse prognosis and the prospective possibilities of targeted therapy. A thematic review of the literature and our own observation of H3 K27M-positive glioma in the area of the right thalamus in a 6-year-old child, which initially had the appearance of pilocytic astrocytoma, recurred three times (within 1.5 years) and underwent tumor progression with anaplastic transformation into diffuse glioma of the glioblastoma type, are presented. The authors are inclined to believe that although the determination of the molecular genetic status of H3 K27 provides important information regarding the probable prognosis, at the same time there is no reason to doubt that histological verification should continue to be the basis of oncological diagnosis.
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Affiliation(s)
- Yu M Zabrodskaya
- Polenov Neurosurgical Institute - the branch of Almazov National Medical Research Centre, Saint Petersburg, Russia
| | - V S Sidorin
- Polenov Neurosurgical Institute - the branch of Almazov National Medical Research Centre, Saint Petersburg, Russia
| | - M S Nikolaenko
- Polenov Neurosurgical Institute - the branch of Almazov National Medical Research Centre, Saint Petersburg, Russia
| | - K A Samochernikh
- Polenov Neurosurgical Institute - the branch of Almazov National Medical Research Centre, Saint Petersburg, Russia
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Malhotra AK, Karthikeyan V, Zabih V, Landry A, Bennett J, Bartels U, Nathan PC, Tabori U, Hawkins C, Das S, Gupta S. Adolescent and young adult glioma: systematic review of demographic, disease, and treatment influences on survival. Neurooncol Adv 2022; 4:vdac168. [PMID: 36479061 PMCID: PMC9721387 DOI: 10.1093/noajnl/vdac168] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/03/2023] Open
Abstract
BACKGROUND Prognostic factors in adolescent and young adult (AYA) glioma are not well understood. Though clinical and molecular differences between pediatric and adult glioma have been characterized, their application to AYA populations is less clear. There is a major need to develop more robust evidence-based practices for managing AYA glioma patients. METHODS A systematic review using PRISMA methodology was conducted using multiple databases with the objective of identifying demographic, clinical, molecular and treatment factors influencing AYA glioma outcomes. RESULTS 40 Studies met inclusion criteria. Overall survival was highly variable across studies depending on glioma grade, anatomic compartment and cohort characteristics. Thirty-five studies suffered from high risk of bias in at least one domain. Several studies included older adults within their cohorts; few captured purely AYA groups. Despite study heterogeneity, identified favorable prognosticators included younger age, higher functional status at diagnosis, low-grade pathology, oligodendroglioma histology and increased extent of surgical resection. Though isocitrate dehydrogenase (IDH) mutant status was associated with favorable prognosis, validity of this finding within AYA was compromised though may studies including older adults. The prognostic influence of chemotherapy and radiotherapy on overall survival varied across studies with conflicting evidence. CONCLUSION Existing literature is heterogenous, at high risk of bias, and rarely focused solely on AYA patients. Many included studies did not reflect updated pathological and molecular AYA glioma classification. The optimal role of chemotherapy, radiotherapy, and targeted agents cannot be determined from existing literature and should be the focus of future studies.
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Affiliation(s)
- Armaan K Malhotra
- Division of Neurosurgery, University of Toronto, Toronto, Ontario, Canada
| | | | - Veda Zabih
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Alexander Landry
- Division of Neurosurgery, University of Toronto, Toronto, Ontario, Canada
| | - Julie Bennett
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Ute Bartels
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Paul C Nathan
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Uri Tabori
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Cynthia Hawkins
- Division of Paediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Sunit Das
- Division of Neurosurgery, St. Michael’s Hospital, University of Toronto, Toronto, OntarioCanada
| | - Sumit Gupta
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada
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Gu Q, Huang Y, Zhang H, Jiang B. Case Report: Five Adult Cases of H3K27-Altered Diffuse Midline Glioma in the Spinal Cord. Front Oncol 2021; 11:701113. [PMID: 34956856 PMCID: PMC8694136 DOI: 10.3389/fonc.2021.701113] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 11/15/2021] [Indexed: 11/13/2022] Open
Abstract
BackgroundDiffuse midline glioma with H3K27-altered (DMG-H3K27a) is a novel tumor entity of the pediatric-type diffuse high-grade tumor in the latest WHO CNS 5. It mostly affects children and is only rarely found in adults. The tumor has a high level of aggressiveness, with a rapid progression and bad prognosis. In adults, the spinal cord is the most common site of DMG-H3K27a. Rare adult cases of primary DMG-H3K27a in the spinal cord were reported in this study, together with clinico-histopathologico-radiographic data.MethodsFrom January 2016 to December 2020, we conducted a retrospective study of five adults with primary DMG-H3K27a in the spinal cord, analyzing their clinical, pathohistological, and radiographic datasets from the first diagnosis to follow-up.ResultsAll five patients were diagnosed for the first time and were given full treatment. In three of the five patients, post-operative follow-up revealed tumor recurrence. The longest survival of the five patients was 45 months at the time of report submission, while the longest progression-free survival (PFS) following surgery was 20 months. Immunohistochemical studies showed the tumors featured aggressive behavior (grade 4) and were positive for the H3K27M mutation. The radiographic appearances were varied, but they were all initially mistaken as benign. DMG-H3K27a in the spinal cord was characterized by isointense/hyperintense on T1WI and isointense/hyperintense on T2WI, as well as cystic necrosis and peripheral spinal cord edema, as well as central canal enlargement and other types of enhancement.ConclusionThis is the first case report focusing on adult DMG-H3K27a of the pediatric-type diffuses high-grade gliomas in the spinal cord. In our cases, we discovered the following: 1) adults had a better prognosis with a longer PFS compared with prior pediatric reports; 2) despite aggressive behavior under the microscope, radiographic appearances of the tumors were less aggressive; and 3) adjuvant treatment, including TCM, may have played a role in the prognosis.
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Affiliation(s)
- Quanquan Gu
- Department of Radiology, Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Yajing Huang
- Department of Pathology, Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Hao Zhang
- Department of Medicine, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Biao Jiang
- Department of Radiology, Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
- *Correspondence: Biao Jiang,
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Argersinger DP, Rivas SR, Shah AH, Jackson S, Heiss JD. New Developments in the Pathogenesis, Therapeutic Targeting, and Treatment of H3K27M-Mutant Diffuse Midline Glioma. Cancers (Basel) 2021; 13:cancers13215280. [PMID: 34771443 PMCID: PMC8582453 DOI: 10.3390/cancers13215280] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 09/30/2021] [Accepted: 10/14/2021] [Indexed: 11/16/2022] Open
Abstract
H3K27M-mutant diffuse midline gliomas (DMGs) are rare childhood central nervous system tumors that carry a dismal prognosis. Thus, innovative treatment approaches are greatly needed to improve clinical outcomes for these patients. Here, we discuss current trends in research of H3K27M-mutant diffuse midline glioma. This review highlights new developments of molecular pathophysiology for these tumors, as they relate to epigenetics and therapeutic targeting. We focus our discussion on combinatorial therapies addressing the inherent complexity of treating H3K27M-mutant diffuse midline gliomas and incorporating recent advances in immunotherapy, molecular biology, genetics, radiation, and stereotaxic surgical diagnostics.
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Zaytseva M, Papusha L, Novichkova G, Druy A. Molecular Stratification of Childhood Ependymomas as a Basis for Personalized Diagnostics and Treatment. Cancers (Basel) 2021; 13:cancers13194954. [PMID: 34638438 PMCID: PMC8507860 DOI: 10.3390/cancers13194954] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 09/27/2021] [Accepted: 09/29/2021] [Indexed: 01/07/2023] Open
Abstract
Ependymomas are among the most enigmatic tumors of the central nervous system, posing enormous challenges for pathologists and clinicians. Despite the efforts made, the treatment options are still limited to surgical resection and radiation therapy, while none of conventional chemotherapies is beneficial. While being histologically similar, ependymomas show considerable clinical and molecular diversity. Their histopathological evaluation alone is not sufficient for reliable diagnostics, prognosis, and choice of treatment strategy. The importance of integrated diagnosis for ependymomas is underscored in the recommendations of Consortium to Inform Molecular and Practical Approaches to CNS Tumor Taxonomy. These updated recommendations were adopted and implemented by WHO experts. This minireview highlights recent advances in comprehensive molecular-genetic characterization of ependymomas. Strong emphasis is made on the use of molecular approaches for verification and specification of histological diagnoses, as well as identification of prognostic markers for ependymomas in children.
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Affiliation(s)
- Margarita Zaytseva
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, 117997 Moscow, Russia; (L.P.); (G.N.); (A.D.)
- Correspondence:
| | - Ludmila Papusha
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, 117997 Moscow, Russia; (L.P.); (G.N.); (A.D.)
| | - Galina Novichkova
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, 117997 Moscow, Russia; (L.P.); (G.N.); (A.D.)
| | - Alexander Druy
- Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, 117997 Moscow, Russia; (L.P.); (G.N.); (A.D.)
- Research Institute of Medical Cell Technologies, 620026 Yekaterinburg, Russia
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Akinduro OO, Garcia DP, Higgins DMO, Vivas-Buitrago T, Jentoft M, Solomon DA, Daniels DJ, Pennington Z, Sherman WJ, Delgardo M, Bydon M, Kalani MA, Zanazzi G, Tsankova N, Bendok BR, McCormick PC, Sciubba DM, Lo SFL, Clarke JL, Abode-Iyamah K, Quiñones-Hinojosa A. A multicenter analysis of the prognostic value of histone H3 K27M mutation in adult high-grade spinal glioma. J Neurosurg Spine 2021; 35:834-843. [PMID: 34416733 DOI: 10.3171/2021.2.spine201675] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 02/02/2021] [Indexed: 01/17/2023]
Abstract
OBJECTIVE High-grade spinal glioma (HGSG) is a rare but aggressive tumor that occurs in both adults and children. Histone H3 K27M mutation correlates with poor prognosis in children with diffuse midline glioma. However, the role of H3 K27M mutation in the prognosis of adults with HGSG remains unclear owing to the rarity of this mutation, conflicting reports, and the absence of multicenter studies on this topic. METHODS The authors studied a cohort of 30 adult patients with diffuse HGSG who underwent histological confirmation of diagnosis, surgical intervention, and treatment between January 2000 and July 2020 at six tertiary academic centers. The primary outcome was the effect of H3 K27M mutation status on progression-free survival (PFS) and overall survival (OS). RESULTS Thirty patients (18 males and 12 females) with a median (range) age of 50.5 (19-76) years were included in the analysis. Eighteen patients had H3 K27M mutation-positive tumors, and 12 had H3 K27M mutation-negative tumors. The median (interquartile range) PFS was 3 (10) months, and the median (interquartile range) OS was 9 (23) months. The factors associated with increased survival were treatment with concurrent chemotherapy/radiation (p = 0.006 for PFS, and p ≤ 0.001 for OS) and American Spinal Injury Association grade C or better at presentation (p = 0.043 for PFS, and p < 0.001 for OS). There were no significant differences in outcomes based on tumor location, extent of resection, sex, or H3 K27M mutation status. Analysis restricted to HGSG containing necrosis and/or microvascular proliferation (WHO grade IV histological features) revealed increased OS for patients with H3 K27M mutation-positive tumors (p = 0.017). CONCLUSIONS Although H3 K27M mutant-positive HGSG was associated with poor outcomes in adult patients, the outcomes of patients with H3 K27M mutant-positive HGSG were somewhat more favorable compared with those of their H3 K27M mutant-negative HGSG counterparts. Further preclinical animal studies and larger clinical studies are needed to further understand the age-dependent effects of H3 K27M mutation.
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Affiliation(s)
| | - Diogo P Garcia
- 1Department of Neurosurgery, Mayo Clinic, Jacksonville, Florida
| | | | | | - Mark Jentoft
- 3Department of Pathology, Mayo Clinic, Jacksonville, Florida
| | - David A Solomon
- 4Department of Pathology, University of California, San Francisco, California
| | - David J Daniels
- 5Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota
| | - Zach Pennington
- 6Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Wendy J Sherman
- 7Department of Neuro-Oncology, Mayo Clinic, Jacksonville, Florida
| | - Mychael Delgardo
- 2Department of Neurosurgery, Columbia University, New York, New York
| | - Mohamad Bydon
- 5Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota
| | | | - George Zanazzi
- 9Department of Pathology, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
| | - Nadejda Tsankova
- 10Department of Pathology, Mount Sinai School of Medicine, New York, New York; and
| | | | - Paul C McCormick
- 2Department of Neurosurgery, Columbia University, New York, New York
| | - Daniel M Sciubba
- 6Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Sheng-Fu Larry Lo
- 6Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jennifer L Clarke
- 11Division of Neuro-Oncology, Department of Neurological Surgery, University of California, San Francisco, California
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Onishi S, Ohba S, Kuraoka K, Kurashige T, Sugiyama K, Yamasaki F. Molecular and clinical characterization of H3 K27M-mutant “non-midline” glioblastoma: A case report and literature review. Neurocirugia (Astur) 2021. [DOI: 10.1016/j.neucir.2021.06.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Pediatric midline H3K27M-mutant tumor with disseminated leptomeningeal disease and glioneuronal features: case report and literature review. Childs Nerv Syst 2021; 37:2347-2356. [PMID: 32989496 DOI: 10.1007/s00381-020-04892-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Accepted: 09/16/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND H3K27M-mutant midline lesions were recently reclassified by the World Health Organization (WHO) as "diffuse midline glioma" (DMG) based entirely on their molecular signature. DMG is one of the most common and most lethal pediatric brain tumors; terminal progression is typically caused by local midbrain or brainstem progression, or secondary leptomeningeal dissemination. H3K27M mutations have also been infrequently associated with a histologically and prognostically diverse set of lesions, particularly spinal masses with early leptomeningeal spread. CASE PRESENTATION A 15-year-old girl after 1 week of symptoms was found to have a T2/FLAIR-hyperintense and contrast-enhancing thalamic mass accompanied by leptomeningeal enhancement along the entire neuraxis. Initial infectious workup was negative, and intracranial biopsy was inconclusive. Spinal arachnoid biopsy revealed an H3K27M-mutant lesion with glioneuronal features, classified thereafter as DMG. She received craniospinal irradiation with a boost to the thalamic lesion. Imaging 1-month post-radiation demonstrated significant treatment response with residual enhancement at the conus. CONCLUSIONS This case report describes the unique presentation of an H3K27M-mutant midline lesion with significant craniospinal leptomeningeal spread on admission and atypical glioneuronal histopathological markers. With such florid leptomeningeal disease, spinal dural biopsy should be considered earlier given its diagnostic yield in classifying the lesion as DMG. Consistent with similar prior reports, this lesion additionally demonstrated synaptophysin positivity-also potentially consistent with a diagnosis of diffuse leptomeningeal glioneuronal tumor (DLGNT). In atypical DMG cases, particularly with leptomeningeal spread, further consideration of clinical and histopathological context is necessary for accurate diagnosis and prognostication.
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Fangusaro J, Cefalo MG, Garré ML, Marshall LV, Massimino M, Benettaib B, Biserna N, Poon J, Quan J, Conlin E, Lewandowski J, Simcock M, Jeste N, Hargrave DR, Doz F, Warren KE. Phase 2 Study of Pomalidomide (CC-4047) Monotherapy for Children and Young Adults With Recurrent or Progressive Primary Brain Tumors. Front Oncol 2021; 11:660892. [PMID: 34168987 PMCID: PMC8218626 DOI: 10.3389/fonc.2021.660892] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 03/23/2021] [Indexed: 11/13/2022] Open
Abstract
Introduction Treatment of recurrent primary pediatric brain tumors remains a major challenge, with most children succumbing to their disease. We conducted a prospective phase 2 study investigating the safety and efficacy of pomalidomide (POM) in children and young adults with recurrent and progressive primary brain tumors. Methods Patients with recurrent and progressive high-grade glioma (HGG), diffuse intrinsic pontine glioma (DIPG), ependymoma, or medulloblastoma received POM 2.6 mg/m2/day (the recommended phase 2 dose [RP2D]) on days 1-21 of a 28-day cycle. A Simon's Optimal 2-stage design was used to determine efficacy. Primary endpoints included objective response (OR) and long-term stable disease (LTSD) rates. Secondary endpoints included duration of response, progression-free survival (PFS), overall survival (OS), and safety. Results 46 patients were evaluable for response (HGG, n = 19; DIPG, ependymoma, and medulloblastoma, n = 9 each). Two patients with HGG achieved OR or LTSD (10.5% [95% CI, 1.3%-33.1%]; 1 partial response and 1 LTSD) and 1 patient with ependymoma had LTSD (11.1% [95% CI, 0.3%-48.2%]). There were no ORs or LTSD in the DIPG or medulloblastoma cohorts. The median PFS for patients with HGG, DIPG, ependymoma, and medulloblastoma was 7.86, 11.29, 8.43, and 8.43 weeks, respectively. Median OS was 5.06, 3.78, 12.02, and 11.60 months, respectively. Neutropenia was the most common grade 3/4 adverse event. Conclusions Treatment with POM monotherapy did not meet the primary measure of success in any cohort. Future studies are needed to evaluate if POM would show efficacy in tumors with specific molecular signatures or in combination with other anticancer agents. Clinical Trial Registration ClinicalTrials.gov, identifier NCT03257631; EudraCT, identifier 2016-002903-25.
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Affiliation(s)
- Jason Fangusaro
- Department of Pediatrics, Children's Healthcare of Atlanta and Aflac Cancer Center at Emory University Medical School, Atlanta, GA, United States
| | - Maria Giuseppina Cefalo
- Department of Hematology/Oncology and Stem Cell Transplantation, IRCCS Bambino Gesù Children's Hospital, Rome, Italy
| | | | - Lynley V Marshall
- Children and Young People's Unit, The Royal Marsden Hospital and The Institute of Cancer Research, London, United Kingdom
| | - Maura Massimino
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Noha Biserna
- Bristol Myers Squibb, Princeton, NJ, United States
| | | | - Jackie Quan
- Bristol Myers Squibb, Princeton, NJ, United States
| | - Erin Conlin
- Bristol Myers Squibb, Princeton, NJ, United States
| | | | | | - Neelum Jeste
- Bristol Myers Squibb, Princeton, NJ, United States
| | - Darren R Hargrave
- Pediatric Oncology Unit, UCL Great Ormond Street Hospital for Children, London, United Kingdom
| | - François Doz
- Department of Pediatric Oncology, Institut Curie and University of Paris, Paris, France
| | - Katherine E Warren
- National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
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Espiritu D, Gribkova AK, Gupta S, Shaytan AK, Panchenko AR. Molecular Mechanisms of Oncogenesis through the Lens of Nucleosomes and Histones. J Phys Chem B 2021; 125:3963-3976. [PMID: 33769808 DOI: 10.1021/acs.jpcb.1c00694] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
At the cellular level, cancer is the disease of both the genome and the epigenome, and the interplay between genetic mutations and epigenetic states may occur at the level of elementary chromatin units, the nucleosomes. They are formed by a segment of DNA wrapped around an octamer of histone proteins. In this review, we survey various mechanisms of cancer etiology and progression mediated by histones and nucleosomes. In particular, we discuss the effects of mutations in histones, changes in their expression and slicing on epigenetic dysregulation and carcinogenesis. The links between cancer phenotypes and differential expression of histone variants and isoforms are summarized. Finally, we discourse the geometric and steric effects of DNA compaction in nucleosomes on DNA mutation rate, interactions with transcription factors, including pioneer transcription factors, and prospects of cancer cells' genome and epigenome editing.
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Affiliation(s)
- Daniel Espiritu
- Department of Pathology and Molecular Medicine, School of Medicine, Queen's University, Kingston, Ontario, Canada
| | - Anna K Gribkova
- Department of Biology, Lomonosov Moscow State University, 1-12 Leninskie Gory, Moscow, 119991, Russia.,Sirius University of Science and Technology, 1 Olympic Avenue, Sochi, 354340, Russia
| | - Shubhangi Gupta
- Department of Pathology and Molecular Medicine, School of Medicine, Queen's University, Kingston, Ontario, Canada
| | - Alexey K Shaytan
- Department of Biology, Lomonosov Moscow State University, 1-12 Leninskie Gory, Moscow, 119991, Russia.,Sirius University of Science and Technology, 1 Olympic Avenue, Sochi, 354340, Russia.,Bioinformatics Lab, Faculty of Computer Science, HSE University, 11 Pokrovsky Boulevard, Moscow, 109028, Russia
| | - Anna R Panchenko
- Department of Pathology and Molecular Medicine, School of Medicine, Queen's University, Kingston, Ontario, Canada.,Ontario Institute of Cancer Research, Toronto, Ontario, Canada
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Guidi M, Giunti L, Buccoliero AM, Caporalini C, Censullo ML, Galli L, Genitori L, Sardi I. Genetic signature and treatment of pediatric high-grade glioma. Mol Clin Oncol 2021; 14:70. [PMID: 33732456 DOI: 10.3892/mco.2021.2232] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Accepted: 11/13/2020] [Indexed: 11/05/2022] Open
Abstract
Pediatric high-grade glioma (HGG) is a type of malignancy that carries a poor prognosis. The genetic analysis of HGGs has previously identified useful mutations, the targeting of which has improved prognosis. Thus, further research into the more common mutations, such as H3 histone variants (HIST1H3B and H3F3A) and BRAF V600E, may be useful in identifying tumors with different prognoses, as the mutations are considered to drive two distinct oncogenic programs. The present study performed a retrospective analysis of pediatric HGGs. In total, 42 cases of HGG, including 32 cases (76.1%) of anaplastic astrocytoma and 10 cases (23.8%) of glioblastoma multiforme (GBM), were assessed. The median age of the patients was 7 years (range, 0-32 years). Mutations on histone H3, in particular the K27M and G34R mutations in the distinct variants HIST1H3B and H3F3A, in addition to the presence of the BRAF V600E mutation, were analyzed in 24 patients. The H3F3A K27M mutation was identified in 7 patients (29.1%), while the HIST1H3B K27M mutation was only observed in 1 patient with GBM. In addition, 5 patients harbored a BRAF V600E mutation (21%), while the H3F3A G34R mutation was not recorded in any of the patients. The overall survival of the wild-type patients at 20 months was 68% [confidence interval (CI): 38-85%] compared with 28% (CI: 0.4-60%) in patients with the H3F3A K27M mutation. These results suggested that patients with the H3F3A K27M mutation had a worse prognosis compared with wild-type patients (P=0.0045). Moreover, 3/5 patients with the BRAF V600E mutation had HGGs that were derived from a previous low-grade glioma (LGG; P=0.001). In conclusion, these results suggested that histone H3 mutations may help predict the outcome in patients with HGG. In addition, the BRAF V600E mutation was found to be associated with an increased risk of anaplastic progression. The novel data of the present study may help better define the clinical and radiological characteristics of glioma.
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Affiliation(s)
- Milena Guidi
- Neuro-Oncology Unit, Department of Pediatric Oncology, Meyer Children's University Hospital, I-50139 Florence, Italy
| | - Laura Giunti
- Medical Genetics Unit, Meyer Children's University Hospital, I-50139 Florence, Italy
| | | | - Chiara Caporalini
- Pathology Unit, Meyer Children's University Hospital, I-50139 Florence, Italy
| | - Maria Luigia Censullo
- Neuro-Oncology Unit, Department of Pediatric Oncology, Meyer Children's University Hospital, I-50139 Florence, Italy
| | - Luisa Galli
- Department of Health Sciences, University of Florence, I-50139 Florence, Italy
| | - Lorenzo Genitori
- Neurosurgery Unit, Meyer Children's University Hospital, I-50139 Florence, Italy
| | - Iacopo Sardi
- Neuro-Oncology Unit, Department of Pediatric Oncology, Meyer Children's University Hospital, I-50139 Florence, Italy
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Epigenetic-Targeted Treatments for H3K27M-Mutant Midline Gliomas. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1283:73-84. [PMID: 33155139 DOI: 10.1007/978-981-15-8104-5_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
Diffuse intrinsic pontine glioma (DIPG) is a lethal midline brainstem tumor that most commonly occurs in children and is genetically defined by substitution of methionine for lysine at site 27 of histone 3 (H3K27M) in the majority of cases. This mutation has since been shown to exert an influence on the posttranslational epigenetic landscape of this disease, with the loss of trimethylation at lysine 27 (H3K27me3) the most common alteration. Based on these findings, a number of drugs targeting these epigenetic changes have been proposed, specifically that alter histone trimethylation, acetylation, or phosphorylation. Various mechanisms have been explored, including inhibition of H327 demethylase and methyltransferase to target trimethylation, inhibition of histone deacetylase (HDAC) and bromodomain and extraterminal (BET) to target acetylation, and inhibition of phosphatase-related enzymes to target phosphorylation. This chapter reviews the current rationales and progress made to date in epigenetically targeting DIPG via these mechanisms.
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41
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Chen X, Zhong L, Lin J, Yu J. A rare case of adult diffuse midline glioma with H3 K27M mutant in the prepontine cistern. J Int Med Res 2021; 49:300060520981266. [PMID: 33435779 PMCID: PMC7809314 DOI: 10.1177/0300060520981266] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Diffuse midline glioma with the H3.3 histone A (H3F3A) or H3 clustered histone 2/3 (HIST1H3B/C) K27M mutation occurs primarily in children and less frequently in adults involving the midline structures of the central nervous system. This case report describes an adult patient with a diffuse midline glioma H3 K27M mutant in the prepontine cistern, which is an unusual site in clinical practice. The clinical, radiographic and histopathological data from the case are presented. Magnetic resonance imaging showed a progressively enlarged and enhanced nodule in the right prepontine cistern, with diffuse involvement of the meninges and communicating hydrocephalus. Analysis of the cerebrospinal fluid occasionally found suspiciously atypical cells with hyperchromatic nuclei and multiple nucleoli, as well as a severely elevated opening pressure and protein level, slightly elevated white cell count and decreased chloride level. Empirical antituberculosis treatment was administered but eventually proved to be ineffective. The definite diagnosis was made by histopathological analysis of the lesion based on the features of positive H3 K27M mutant protein and diffusely infiltrating growth. A diffuse midline glioma with the H3 K27M mutation may rarely present in an unusual site. A biopsy is recommended at an early stage for suspected cases to facilitate a definite diagnosis.
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Affiliation(s)
- Xueling Chen
- Department of Neurology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong Province, China.,Department of Neurology, Qionghai City People's Hospital, Qionghai, Hainan Province, China
| | - Ling Zhong
- Department of Neurology, The First Affiliated Hospital, Guangxi University of Chinese Medicine, Nanning, Guangxi, China
| | - Jianwen Lin
- Department of Neurology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong Province, China.,Guangdong Provincial Key Laboratory of Diagnosis and Treatment of Major Neurological Diseases, Guangzhou, Guangdong Province, China.,National Key Clinical Department and Key Discipline of Neurology, Guangzhou, Guangdong Province, China
| | - Jian Yu
- Department of Neurology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong Province, China.,Guangdong Provincial Key Laboratory of Diagnosis and Treatment of Major Neurological Diseases, Guangzhou, Guangdong Province, China.,National Key Clinical Department and Key Discipline of Neurology, Guangzhou, Guangdong Province, China
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42
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Srikanthan D, Taccone MS, Van Ommeren R, Ishida J, Krumholtz SL, Rutka JT. Diffuse intrinsic pontine glioma: current insights and future directions. Chin Neurosurg J 2021; 7:6. [PMID: 33423692 PMCID: PMC7798267 DOI: 10.1186/s41016-020-00218-w] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Accepted: 11/24/2020] [Indexed: 02/06/2023] Open
Abstract
Diffuse intrinsic pontine glioma (DIPG) is a lethal pediatric brain tumor and the leading cause of brain tumor–related death in children. As several clinical trials over the past few decades have led to no significant improvements in outcome, the current standard of care remains fractionated focal radiation. Due to the recent increase in stereotactic biopsies, tumor tissue availabilities have enabled our advancement of the genomic and molecular characterization of this lethal cancer. Several groups have identified key histone gene mutations, genetic drivers, and methylation changes in DIPG, providing us with new insights into DIPG tumorigenesis. Subsequently, there has been increased development of in vitro and in vivo models of DIPG which have the capacity to unveil novel therapies and strategies for drug delivery. This review outlines the clinical characteristics, genetic landscape, models, and current treatments and hopes to shed light on novel therapeutic avenues and challenges that remain.
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Affiliation(s)
- Dilakshan Srikanthan
- Cell Biology Program, The Hospital for Sick Children, 686 Bay St, Toronto, ON, M5G 0A4, Canada.,The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, 686 Bay St, Toronto, ON, M5G 0A4, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Michael S Taccone
- Cell Biology Program, The Hospital for Sick Children, 686 Bay St, Toronto, ON, M5G 0A4, Canada.,The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, 686 Bay St, Toronto, ON, M5G 0A4, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada.,Division of Neurosurgery, Department of Surgery, The Ottawa Hospital, Ottawa, ON, Canada
| | - Randy Van Ommeren
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, 686 Bay St, Toronto, ON, M5G 0A4, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada.,Developmental and Stem Cell Biology Program, The Hospital for Sick Children, 686 Bay St, Toronto, ON, M5G 0A4, Canada
| | - Joji Ishida
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, 686 Bay St, Toronto, ON, M5G 0A4, Canada
| | - Stacey L Krumholtz
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, 686 Bay St, Toronto, ON, M5G 0A4, Canada
| | - James T Rutka
- Cell Biology Program, The Hospital for Sick Children, 686 Bay St, Toronto, ON, M5G 0A4, Canada. .,The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, 686 Bay St, Toronto, ON, M5G 0A4, Canada. .,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada. .,Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada. .,Division of Neurosurgery, Department of Surgery, The Hospital for Sick Children, Suite 1503, 555, University Avenue, Toronto, ON, M5G 1X8, Canada.
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Keane L, Cheray M, Saidi D, Kirby C, Friess L, Gonzalez-Rodriguez P, Gerdes ME, Grabert K, McColl BW, Joseph B. Inhibition of microglial EZH2 leads to anti-tumoral effects in pediatric diffuse midline gliomas. Neurooncol Adv 2021; 3:vdab096. [PMID: 34485907 PMCID: PMC8409254 DOI: 10.1093/noajnl/vdab096] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Diffuse intrinsic pontine gliomas (DIPG), within diffuse midline gliomas are aggressive pediatric brain tumors characterized by histone H3-K27M mutation. Small-molecule inhibitors for the EZH2-H3K27 histone methyltransferase have shown promise in preclinical animal models of DIPG, despite having little effect on DIPG cells in vitro. Therefore, we hypothesized that the effect of EZH2 inhibition could be mediated through targeting of this histone modifying enzyme in tumor-associated microglia. METHODS Primary DIPG tissues, and cocultures between microglia and patient-derived DIPG or -pediatric high-grade glioma (pHGG) cell lines, were used to establish the H3-K27M status of each cell type. Antisense RNA strategies were used to target EZH2 gene expression in both microglia and glioma cells. Microglia anti-tumoral properties were assessed by gene expression profile, tumor cell invasion capacity, microglial phagocytic activity, and associated tumor cell death. RESULTS In primary DIPG tissues, microglia do not carry the H3-K27M mutation, otherwise characteristic of the cancer cells. Activation of a microglial tumor-supportive phenotype by pHGG, independently of their H3-K27M status, is associated with a transient H3K27me3 downregulation. Repression of EZH2 in DIPG cells has no impact on tumor cell survival or their ability to activate microglia. However, repression of EZH2 in microglia induces an anti-tumor phenotype resulting in decreased cancer cell invasion capability, increased microglial phagocytosis, and tumor-related cell death. CONCLUSIONS These results indicate that microglia, beyond the tumor cells, contribute to the observed response of DIPG to EZH2 inhibition. Results highlight the potential importance of microglia as a new therapeutic avenue in DIPG.
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Affiliation(s)
- Lily Keane
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Mathilde Cheray
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Dalel Saidi
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Caoimhe Kirby
- UK Dementia Research Institute, Center for Discovery Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Lara Friess
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | | | | | - Kathleen Grabert
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Barry W McColl
- UK Dementia Research Institute, Center for Discovery Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Bertrand Joseph
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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44
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Garcia-Garcia S, García-Lorenzo B, Ramos PR, Gonzalez-Sanchez JJ, Culebras D, Restovic G, Alcover E, Pons I, Torales J, Reyes L, Sampietro-Colom L, Enseñat J. Cost-Effectiveness of Low-Field Intraoperative Magnetic Resonance in Glioma Surgery. Front Oncol 2020; 10:586679. [PMID: 33224884 PMCID: PMC7667256 DOI: 10.3389/fonc.2020.586679] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Accepted: 10/09/2020] [Indexed: 12/01/2022] Open
Abstract
Object Low-field intraoperative magnetic resonance (LF-iMR) has demonstrated a slight increase in the extent of resection of intra-axial tumors while preserving patient`s neurological outcomes. However, whether this improvement is cost-effective or not is still matter of controversy. In this clinical investigation we sought to evaluate the cost-effectiveness of the implementation of a LF-iMR in glioma surgery. Methods Patients undergoing LF-iMR guided glioma surgery with gross total resection (GTR) intention were prospectively collected and compared to an historical cohort operated without this technology. Socio-demographic and clinical variables (pre and postoperative KPS; histopathological classification; Extent of resection; postoperative complications; need of re-intervention within the first year and 1-year postoperative survival) were collected and analyzed. Effectiveness variables were assessed in both groups: Postoperative Karnofsky performance status scale (pKPS); overall survival (OS); Progression-free survival (PFS); and a variable accounting for the number of patients with a greater than subtotal resection and same or higher postoperative KPS (R-KPS). All preoperative, procedural and postoperative costs linked to the treatment were considered for the cost-effectiveness analysis (diagnostic procedures, prosthesis, operating time, hospitalization, consumables, LF-iMR device, etc). Deterministic and probabilistic simulations were conducted to evaluate the consistency of our analysis. Results 50 patients were operated with LF-iMR assistance, while 146 belonged to the control group. GTR rate, pKPS, R-KPS, PFS, and 1-year OS were respectively 13,8% (not significative), 7 points (p < 0.05), 17% (p < 0.05), 38 days (p < 0.05), and 3.7% (not significative) higher in the intervention group. Cost-effectiveness analysis showed a mean incremental cost per patient of 789 € in the intervention group. Incremental cost-effectiveness ratios were 111 € per additional point of pKPS, 21 € per additional day free of progression, and 46 € per additional percentage point of R-KPS. Conclusion Glioma patients operated under LF-iMR guidance experience a better functional outcome, higher resection rates, less complications, better PFS rates but similar life expectancy compared to conventional techniques. In terms of efficiency, LF-iMR is very close to be a dominant technology in terms of R-KPS, PFS and pKPS.
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Affiliation(s)
| | - Borja García-Lorenzo
- Assessment of Innovations and New Technologies Unit, Hospital Clínic, University of Barcelona, Barcelona, Spain
| | | | | | - Diego Culebras
- Department of Neurological Surgery, Hospital Clinic, Barcelona, Spain
| | - Gabriela Restovic
- Assessment of Innovations and New Technologies Unit, Hospital Clínic, University of Barcelona, Barcelona, Spain
| | - Estanis Alcover
- Economic and Financial Management Department, Hospital Clinic, Barcelona, Spain
| | - Imma Pons
- Economic and Financial Management Department, Hospital Clinic, Barcelona, Spain
| | - Jorge Torales
- Department of Neurological Surgery, Hospital Clinic, Barcelona, Spain
| | - Luis Reyes
- Department of Neurological Surgery, Hospital Clinic, Barcelona, Spain
| | - Laura Sampietro-Colom
- Assessment of Innovations and New Technologies Unit, Hospital Clínic, University of Barcelona, Barcelona, Spain
| | - Joaquim Enseñat
- Department of Neurological Surgery, Hospital Clinic, Barcelona, Spain
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Lazow MA, Hoffman L, Schafer A, Osorio DS, Boué DR, Rush S, Wright E, Lane A, DeWire-Schottmiller MD, Smolarek T, Sipple J, Taggert H, Reuss J, Salloum R, Hummel TR, de Blank P, Pillay-Smiley N, Sutton ME, Asher A, Stevenson CB, Drissi R, Finlay JL, Fouladi M, Fuller C. Characterizing temporal genomic heterogeneity in pediatric low-grade gliomas. Acta Neuropathol Commun 2020; 8:182. [PMID: 33153497 PMCID: PMC7643477 DOI: 10.1186/s40478-020-01054-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Accepted: 10/10/2020] [Indexed: 12/25/2022] Open
Abstract
Recent discoveries have provided valuable insight into the genomic landscape of pediatric low-grade gliomas (LGGs) at diagnosis, facilitating molecularly targeted treatment. However, little is known about their temporal and therapy-related genomic heterogeneity. An adequate understanding of the evolution of pediatric LGGs' genomic profiles over time is critically important in guiding decisions about targeted therapeutics and diagnostic biopsy at recurrence. Fluorescence in situ hybridization, mutation-specific immunohistochemistry, and/or targeted sequencing were performed on paired tumor samples from primary diagnostic and subsequent surgeries. Ninety-four tumor samples from 45 patients (41 with two specimens, four with three specimens) from three institutions underwent testing. Conservation of BRAF fusion, BRAFV600E mutation, and FGFR1 rearrangement status was observed in 100%, 98%, and 96% of paired specimens, respectively. No loss or gain of IDH1 mutations or NTRK2, MYB, or MYBL1 rearrangements were detected over time. Histologic diagnosis remained the same in all tumors, with no acquired H3K27M mutations or malignant transformation. Changes in CDKN2A deletion status at recurrence occurred in 11 patients (42%), with acquisition of hemizygous CDKN2A deletion in seven and loss in four. Shorter time to progression and shorter time to subsequent surgery were observed among patients with acquired CDKN2A deletions compared to patients without acquisition of this alteration [median time to progression: 5.5 versus 16.0 months (p = 0.048); median time to next surgery: 17.0 months versus 29.0 months (p = 0.031)]. Most targetable genetic aberrations in pediatric LGGs, including BRAF alterations, are conserved at recurrence and following chemotherapy or irradiation. However, changes in CDKN2A deletion status over time were demonstrated. Acquisition of CDKN2A deletion may define a higher risk subgroup of pediatric LGGs with a poorer prognosis. Given the potential for targeted therapies for tumors harboring CDKN2A deletions, biopsy at recurrence may be indicated in certain patients, especially those with rapid progression.
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46
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Dono A, Takayasu T, Ballester LY, Esquenazi Y. Adult diffuse midline gliomas: Clinical, radiological, and genetic characteristics. J Clin Neurosci 2020; 82:1-8. [PMID: 33317715 DOI: 10.1016/j.jocn.2020.10.005] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Revised: 08/30/2020] [Accepted: 10/03/2020] [Indexed: 11/17/2022]
Abstract
Diffuse midline gliomas (DMGs) are a diffuse glioma subtype arising from midline brain structures. It is predominantly a disease of childhood; however, it can also occur in adults. Adult DMG has not been previously well described. The aim of this study was to define the characteristics of adult DMG. We described and analyzed the clinical, radiological, and genetic alterations of 9 adult DMGs and compared them with those of 257 non-midline adult high-grade IDH-WT gliomas. The median age of all patients was 38-years old (23-68-years). Most common symptoms were headache, motor/sensory deficit, ataxia, cranial nerve deficit, and confusion. Tumor locations were brainstem (44.5%), thalamus (22.2%), pineal region (22.2%), spinal cord (22.2%), and cerebellum (11.1%). Six-patients (66.7%) were H3 K27M-WT and three (33.3%) were H3 K27M-mutant. In addition to H3 K27M mutations, TP53 gene (55.5%), CDKN2A/B and TERTp (33.3%), PDGFRA (33.3%), PIK3CA, PTEN, KDR, NF1, and MYC (22.2%) were the most frequently mutated genes. Neither IDH1/IDH2 nor EGFR alterations were present. Compared to non-midline high-grade glioma, adult DMG patients were younger (38 vs 61 years, p < 0.001) and lacked EGFR-alterations (0/9 vs 123/257, p = 0.004). The median survival of DMG and non-midline high-grade gliomas was 19 and 18 months respectively (p = 0.964). Our data support that adult DMGs have different oncogenic drivers compared to non-midline high-grade gliomas. Regardless of H3 K27M mutation status, neither of the nine adult DMG cases demonstrated IDH1/IDH2 or EGFR alterations. Larger multi-institutional studies are needed to further characterize the biology of this rare type of diffuse glioma in adults.
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Affiliation(s)
- Antonio Dono
- Vivian L. Smith Department of Neurosurgery, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA; Department of Pathology and Laboratory Medicine, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Takeshi Takayasu
- Vivian L. Smith Department of Neurosurgery, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA; Department of Pathology and Laboratory Medicine, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Leomar Y Ballester
- Vivian L. Smith Department of Neurosurgery, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA; Department of Pathology and Laboratory Medicine, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA; Memorial Hermann Hospital-TMC, Houston, TX 77030, USA.
| | - Yoshua Esquenazi
- Vivian L. Smith Department of Neurosurgery, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA; Memorial Hermann Hospital-TMC, Houston, TX 77030, USA; Center for Precision Health, School of Biomedical Informatics, the University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
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47
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Bruzek AK, Ravi K, Muruganand A, Wadden J, Babila CM, Cantor E, Tunkle L, Wierzbicki K, Stallard S, Dickson RP, Wolfe I, Mody R, Schwartz J, Franson A, Robertson PL, Muraszko KM, Maher CO, Garton HJL, Qin T, Koschmann C. Electronic DNA Analysis of CSF Cell-free Tumor DNA to Quantify Multi-gene Molecular Response in Pediatric High-grade Glioma. Clin Cancer Res 2020; 26:6266-6276. [PMID: 33087334 DOI: 10.1158/1078-0432.ccr-20-2066] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 08/07/2020] [Accepted: 09/16/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE Pediatric high-grade glioma (pHGG) diagnosis portends poor prognosis and therapeutic monitoring remains difficult. Tumors release cell-free tumor DNA (cf-tDNA) into cerebrospinal fluid (CSF), allowing for potential detection of tumor-associated mutations by CSF sampling. We hypothesized that direct, electronic analysis of cf-tDNA with a handheld platform (Oxford Nanopore MinION) could quantify patient-specific CSF cf-tDNA variant allele fraction (VAF) with improved speed and limit of detection compared with established methods. EXPERIMENTAL DESIGN We performed ultra-short fragment (100-200 bp) PCR amplification of cf-tDNA for clinically actionable alterations in CSF and tumor samples from patients with pHGG (n = 12) alongside nontumor CSF (n = 6). PCR products underwent rapid amplicon-based sequencing by Oxford Nanopore Technology (Nanopore) with quantification of VAF. Additional comparison to next-generation sequencing (NGS) and droplet digital PCR (ddPCR) was performed. RESULTS Nanopore demonstrated 85% sensitivity and 100% specificity in CSF samples (n = 127 replicates) with 0.1 femtomole DNA limit of detection and 12-hour results, all of which compared favorably with NGS. Multiplexed analysis provided concurrent analysis of H3.3A (H3F3A) and H3C2 (HIST1H3B) mutations in a nonbiopsied patient and results were confirmed by ddPCR. Serial CSF cf-tDNA sequencing by Nanopore demonstrated correlation of radiological response on a clinical trial, with one patient showing dramatic multi-gene molecular response that predicted long-term clinical response. CONCLUSIONS Nanopore sequencing of ultra-short pHGG CSF cf-tDNA fragments is feasible, efficient, and sensitive with low-input samples thus overcoming many of the barriers restricting wider use of CSF cf-tDNA diagnosis and monitoring in this patient population.
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Affiliation(s)
- Amy K Bruzek
- Department of Neurosurgery, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Karthik Ravi
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Ashwath Muruganand
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Jack Wadden
- Department of Computer Engineering, University of Michigan, Ann Arbor, Michigan
| | - Clarissa May Babila
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Evan Cantor
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Leo Tunkle
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Kyle Wierzbicki
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Stefanie Stallard
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Robert P Dickson
- Department of Internal Medicine, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Ian Wolfe
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Rajen Mody
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | | | - Andrea Franson
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Patricia L Robertson
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Karin M Muraszko
- Department of Neurosurgery, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Cormac O Maher
- Department of Neurosurgery, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Hugh J L Garton
- Department of Neurosurgery, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Tingtin Qin
- Department of Computational Medicine and Bioinformatics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Carl Koschmann
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan.
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Nguyen HD, Allaire A, Diamandis P, Bisaillon M, Scott MS, Richer M. A machine learning analysis of a "normal-like" IDH-WT diffuse glioma transcriptomic subgroup associated with prolonged survival reveals novel immune and neurotransmitter-related actionable targets. BMC Med 2020; 18:280. [PMID: 33059718 PMCID: PMC7565364 DOI: 10.1186/s12916-020-01748-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 08/14/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Classification of primary central nervous system tumors according to the World Health Organization guidelines follows the integration of histologic interpretation with molecular information and aims at providing the most precise prognosis and optimal patient management. According to the cIMPACT-NOW update 3, diffuse isocitrate dehydrogenase-wild type (IDH-WT) gliomas should be graded as grade IV glioblastomas (GBM) if they possess one or more of the following molecular markers that predict aggressive clinical course: EGFR amplification, TERT promoter mutation, and whole-chromosome 7 gain combined with chromosome 10 loss. METHODS The Cancer Genome Atlas (TCGA) glioma expression datasets were reanalyzed in order to identify novel tumor subcategories which would be considered as GBM-equivalents with the current diagnostic algorithm. Unsupervised clustering allowed the identification of previously unrecognized transcriptomic subcategories. A supervised machine learning algorithm (k-nearest neighbor model) was also used to identify gene signatures specific to some of these subcategories. RESULTS We identified 14 IDH-WT infiltrating gliomas displaying a "normal-like" (NL) transcriptomic profile associated with a longer survival. Genes such as C5AR1 (complement receptor), SLC32A1 (vesicular gamma-aminobutyric acid transporter), MSR1 (or CD204, scavenger receptor A), and SYT5 (synaptotagmin 5) were differentially expressed and comprised in gene signatures specific to NL IDH-WT gliomas which were validated further using the Chinese Glioma Genome Atlas datasets. These gene signatures showed high discriminative power and correlation with survival. CONCLUSION NL IDH-WT gliomas represent an infiltrating glioma subcategory with a superior prognosis which can only be detected using genome-wide analysis. Differential expression of genes potentially involved in immune checkpoint and amino acid signaling pathways is providing insight into mechanisms of gliomagenesis and could pave the way to novel treatment targets for infiltrating gliomas.
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Affiliation(s)
- H. D. Nguyen
- Department of Biochemistry and Functional Genomics, Université de Sherbrooke, Sherbrooke, Québec Canada
| | - A. Allaire
- Department of Biochemistry and Functional Genomics, Université de Sherbrooke, Sherbrooke, Québec Canada
| | - P. Diamandis
- Department of Laboratory Medicine and Pathobiology and Princess Margaret Cancer Center, University of Toronto, Toronto, Ontario Canada
| | - M. Bisaillon
- Department of Biochemistry and Functional Genomics, Université de Sherbrooke, Sherbrooke, Québec Canada
| | - M. S. Scott
- Department of Biochemistry and Functional Genomics, Université de Sherbrooke, Sherbrooke, Québec Canada
| | - M. Richer
- Department of Pathology, Université de Sherbrooke, Sherbrooke, Québec Canada
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Abstract
Malignant gliomas constitute a smaller portion of brain tumors in children compared with adults. Nevertheless, they can be devastating tumors with poor prognosis. Recent advances and improved understanding of the genetic and molecular characterization of pediatric brain tumors, including those of malignant gliomas, have led to the reclassification of many pediatric brain tumors and new entities have been defined. In this paper, we will present some of the more recent characterization and pertinent changes in pediatric high-grade gliomas, along with the conventional and advanced imaging features associated with these entities. Implications of the recent changes in pediatric malignant glioma classifications will also be discussed.
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50
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Lu VM, Shah AH, Eichberg DG, Luther EM, Shah SS, Komotar RJ, Ivan ME. Utilizing systematic reviews and meta-analyses effectively to evaluate brain tumor biomarkers. Biomark Med 2020; 14:817-820. [PMID: 32799644 DOI: 10.2217/bmm-2020-0209] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Victor M Lu
- Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL 33136, USA.,Department of Neurologic Surgery, Mayo Clinic, Rochester, MN 55905, USA
| | - Ashish H Shah
- Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL 33136, USA
| | - Daniel G Eichberg
- Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL 33136, USA
| | - Evan M Luther
- Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL 33136, USA
| | - Sumedh S Shah
- Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL 33136, USA
| | - Ricardo J Komotar
- Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL 33136, USA
| | - Michael E Ivan
- Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL 33136, USA
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