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Byeon Y, Lee C, Jeon J, Kim GJ, Chong S, Kim YH, Cho YH, Hong SH, Hong CK, Kim JH, Song SW. Long-term outcomes of CNS WHO grade 2 oligodendroglioma in adult patients: a single-institution experience. Discov Oncol 2024; 15:268. [PMID: 38971940 PMCID: PMC11227491 DOI: 10.1007/s12672-024-01136-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Accepted: 07/01/2024] [Indexed: 07/08/2024] Open
Abstract
PURPOSE Oligodendrogliomas (ODGs) are a subtype of diffuse lower-grade gliomas with overall survival of > 10 years. This study aims to analyze long-term outcomes and identify prognostic factors in patients with WHO grade 2 ODG. METHODS We retrospectively reviewed 138 adult patients diagnosed with 1p/19q co-deleted ODG who underwent surgical resection or biopsy between 1994 and 2021, analyzing clinical data, treatment details, and outcomes. Progression-free survival (PFS) and overall survival (OS) were evaluated using Kaplan-Meier analysis. Univariate and multivariate Cox regression analyses were utilized to identify significant prognostic factors. RESULTS In the gross total resection (GTR) group, 63 (45.7%) underwent observation and 5 (3.6%) received postoperative treatment; in the non-GTR group, 37 (26.8%) were observed and 33 (23.9%) received postoperative treatment. The median PFS and OS were 6.8 and 18.4 years, respectively. Between adjuvant treatment and observation, there was no significant difference in PFS or OS. However, GTR or STR with less than 10% residual tumor exhibited significantly better PFS and OS compared to PR or biopsy (p = 0.022 and 0.032, respectively). Multivariate analysis revealed that contrast enhancement on MRI was associated with worse PFS (HR = 2.36, p < 0.001) and OS (HR = 5.89, p = 0.001). And the presence of seizures at presentation was associated with improved OS (HR = 0.28, p = 0.006). CONCLUSION This study underscores favorable long-term outcomes for patients with 1p/19q co-deleted ODG WHO grade 2. Our findings indicate that the EOR plays a crucial role as a significant prognostic factor in enhancing PFS and OS outcomes in WHO grade 2 ODG.
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Affiliation(s)
- Yukyeng Byeon
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea
| | - Chaejin Lee
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea
- Department of Neurosurgery, Kyungpook National University Hospital, Daegu, 41944, South Korea
| | - Juhee Jeon
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea
| | - Gung Ju Kim
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea
| | - Sangjoon Chong
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea
| | - Young-Hoon Kim
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea
| | - Young Hyun Cho
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea
| | - Seok Ho Hong
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea
| | - Chang-Ki Hong
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea
| | - Jeong Hoon Kim
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea
| | - Sang Woo Song
- Department of Neurological Surgery, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea.
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Chang T, Wu Y, Niu X, Guo Z, Gan J, Wang X, Liu Y, Pan Q, Mao Q, Yang Y. The cuproptosis-related signature predicts the prognosis and immune microenvironments of primary diffuse gliomas: a comprehensive analysis. Hum Genomics 2024; 18:74. [PMID: 38956740 PMCID: PMC11220998 DOI: 10.1186/s40246-024-00636-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 06/08/2024] [Indexed: 07/04/2024] Open
Abstract
BACKGROUND Evidence has revealed a connection between cuproptosis and the inhibition of tumor angiogenesis. While the efficacy of a model based on cuproptosis-related genes (CRGs) in predicting the prognosis of peripheral organ tumors has been demonstrated, the impact of CRGs on the prognosis and the immunological landscape of gliomas remains unexplored. METHODS We screened CRGs to construct a novel scoring tool and developed a prognostic model for gliomas within the various cohorts. Afterward, a comprehensive exploration of the relationship between the CRG risk signature and the immunological landscape of gliomas was undertaken from multiple perspectives. RESULTS Five genes (NLRP3, ATP7B, SLC31A1, FDX1, and GCSH) were identified to build a CRG scoring system. The nomogram, based on CRG risk and other signatures, demonstrated a superior predictive performance (AUC of 0.89, 0.92, and 0.93 at 1, 2, and 3 years, respectively) in the training cohort. Furthermore, the CRG score was closely associated with various aspects of the immune landscape in gliomas, including immune cell infiltration, tumor mutations, tumor immune dysfunction and exclusion, immune checkpoints, cytotoxic T lymphocyte and immune exhaustion-related markers, as well as cancer signaling pathway biomarkers and cytokines. CONCLUSION The CRG risk signature may serve as a robust biomarker for predicting the prognosis and the potential viability of immunotherapy responses. Moreover, the key candidate CRGs might be promising targets to explore the underlying biological background and novel therapeutic interventions in gliomas.
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Affiliation(s)
- Tao Chang
- Department of Neurosurgery, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041, China
| | - Yihan Wu
- National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Xiaodong Niu
- Department of Neurosurgery, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041, China
| | - Zhiwei Guo
- National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Jiahao Gan
- School of Clinical Medicine, Jiangxi University of Traditional Chinese Medicine, Nanchang, 330004, China
| | - Xiang Wang
- Department of Neurosurgery, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041, China
| | - Yanhui Liu
- Department of Neurosurgery, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041, China
| | - Qi Pan
- School of Clinical Medicine, Jiangxi University of Traditional Chinese Medicine, Nanchang, 330004, China.
- Department of Dermatology, Chongqing Traditional Chinese Medicine Hospital, Chongqing, 400013, China.
| | - Qing Mao
- Department of Neurosurgery, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041, China.
| | - Yuan Yang
- Department of Neurosurgery, West China Hospital, Sichuan University, No. 37 Guo Xue Xiang, Chengdu, 610041, China.
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Wang Y, Xing H, Guo X, Chen W, Wang Y, Liang T, Wang H, Li Y, Jin S, Shi Y, Liu D, Yang T, Xia Y, Li J, Wu J, Liu Q, Qu T, Guo S, Li H, Zhang K, Wang Y, Ma W. Clinical features, MRI, molecular alternations, and prognosis of astrocytoma based on WHO 2021 classification of central nervous system tumors: A single-center retrospective study. Cancer Med 2024; 13:e7369. [PMID: 38970209 PMCID: PMC11226410 DOI: 10.1002/cam4.7369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 05/19/2024] [Accepted: 05/27/2024] [Indexed: 07/08/2024] Open
Abstract
BACKGROUND The diagnosis of glioma has advanced since the release of the WHO 2021 classification with more molecular alterations involved in the integrated diagnostic pathways. Our study aimed to present our experience with the clinical features and management of astrocytoma, IDH mutant based on the latest WHO classification. METHODS Patients diagnosed with astrocytoma, IDH-mutant based on the WHO 5th edition classification of CNS tumors at our center from January 2009 to January 2022 were included. Patients were divided into WHO 2-3 grade group and WHO 4 grade group. Integrate diagnoses were retrospectively confirmed according to WHO 2016 and 2021 classification. Clinical and MRI characteristics were reviewed, and survival analysis was performed. RESULTS A total of 60 patients were enrolled. 21.67% (13/60) of all patients changed tumor grade from WHO 4th edition classification to WHO 5th edition. Of these, 21.43% (6/28) of grade II astrocytoma and 58.33% (7/12) of grade III astrocytoma according to WHO 4th edition classification changed to grade 4 according to WHO 5th edition classification. Sex (p = 0.042), recurrent glioma (p = 0.006), and Ki-67 index (p < 0.001) of pathological examination were statistically different in the WHO grade 2-3 group (n = 27) and WHO grade 4 group (n = 33). CDK6 (p = 0.004), FGFR2 (p = 0.003), and MYC (p = 0.004) alterations showed an enrichment in the WHO grade 4 group. Patients with higher grade showed shorter mOS (mOS = 75.9 m, 53.6 m, 26.4 m for grade 2, 3, and 4, respectively, p = 0.01). CONCLUSIONS Patients diagnosed as WHO grade 4 according to the 5th edition WHO classification based on molecular alterations are more likely to have poorer prognosis. Therefore, treatment should be tailored to their individual needs. Further research is needed for the management of IDH-mutant astrocytoma is needed in the future.
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Affiliation(s)
- Yuekun Wang
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Hao Xing
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Xiaopeng Guo
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- China Anti‐Cancer Association Specialty Committee of GliomaBeijingChina
| | - Wenlin Chen
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Yaning Wang
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Tingyu Liang
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Hai Wang
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Yilin Li
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- '4+4' Medical Doctor ProgramChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Shanmu Jin
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- '4+4' Medical Doctor ProgramChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Yixin Shi
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Eight‐year Medical Doctor ProgramChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Delin Liu
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Eight‐year Medical Doctor ProgramChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Tianrui Yang
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Eight‐year Medical Doctor ProgramChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Yu Xia
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Eight‐year Medical Doctor ProgramChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Junlin Li
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Eight‐year Medical Doctor ProgramChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Jiaming Wu
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Eight‐year Medical Doctor ProgramChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Qianshu Liu
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Eight‐year Medical Doctor ProgramChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Tian Qu
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Eight‐year Medical Doctor ProgramChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Siying Guo
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Tsinghua University Ringgold standard institution School of Medicine, Tsinghua UniversityBeijingChina
| | - Huanzhang Li
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Eight‐year Medical Doctor ProgramChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Kun Zhang
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Eight‐year Medical Doctor ProgramChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Yu Wang
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- China Anti‐Cancer Association Specialty Committee of GliomaBeijingChina
| | - Wenbin Ma
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT AlliancePeking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- China Anti‐Cancer Association Specialty Committee of GliomaBeijingChina
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Mei Q, Shen H, Chai X, Jiang Y, Liu J. Practical Nomograms and Risk Stratification System for Predicting the Overall and Cancer-specific Survival in Patients with Anaplastic Astrocytoma. World Neurosurg 2024:S1878-8750(24)01034-9. [PMID: 38909753 DOI: 10.1016/j.wneu.2024.06.076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Accepted: 06/16/2024] [Indexed: 06/25/2024]
Abstract
OBJECTIVE Anaplastic astrocytoma (AA) is an uncommon primary brain tumor with highly variable clinical outcomes. Our study aimed to develop practical tools for clinical decision-making in a population-based cohort study. METHODS Data from 2997 patients diagnosed with AA between 2004 and 2015 were retrospectively extracted from the Surveillance, Epidemiology, and End Results database. The Least Absolute Shrinkage and Selection Operator and multivariate Cox regression analyses were applied to select factors and establish prognostic nomograms. The discriminatory ability of these nomogram models was evaluated using the concordance index and receiver operating characteristic curve. Risk stratifications were established based on the nomograms. RESULTS Selected 2997 AA patients were distributed into the training cohort (70%, 2097) and the validation cohort (30%, 900). Age, household income, tumor site, extension, surgery, radiotherapy, and chemotherapy were identified as independent prognostic factors for both overall survival (OS) and cancer-specific survival (CSS). In the training cohort, our nomograms for OS and CSS exhibited good predictive accuracy with concordance index values of 0.752 (95% CI: 0.741-0.764) and 0.753 (95% CI: 0.741-0.765), respectively. Calibration and decision curve analyses curves showed that the nomograms demonstrated considerable consistency and satisfactory clinical utilities. With the establishment of nomograms, we stratified AA patients into high- and low-risk groups, and constructed risk stratification systems for OS and CSS. CONCLUSIONS We constructed two predictive nomograms and risk classification systems to effectively predict the OS and CSS rates in AA patients. These models were internally validated with considerable accuracy and reliability and might be helpful in future clinical practices.
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Affiliation(s)
- Qing Mei
- Department of Neurology, Beijing Pinggu Hospital, Beijing, China
| | - Hui Shen
- Department of Interventional Neuroradiology, Sanbo Brain Hospital, Capital Medical University, Beijing, China; Beijing Neurosurgical Institute, Capital Medical University, Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Beijing, China
| | - Xubin Chai
- Beijing Neurosurgical Institute, Capital Medical University, Department of Interventional Neuroradiology, Beijing Tiantan Hospital, Beijing, China; State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China; University of Chinese Academy of Sciences, Beijing, China
| | - Yuanfeng Jiang
- Department of Interventional Neuroradiology, Sanbo Brain Hospital, Capital Medical University, Beijing, China
| | - Jiachun Liu
- Department of Interventional Neuroradiology, Sanbo Brain Hospital, Capital Medical University, Beijing, China.
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Kotecha R, Schiff D, Chakravarti A, Fleming JL, Brown PD, Puduvalli VK, Vogelbaum MA, Gondi V, Gallus M, Okada H, Mehta MP. Multidisciplinary Management of Isocitrate Dehydrogenase-Mutated Gliomas in a Contemporary Molecularly Defined Era. J Clin Oncol 2024:JCO2302195. [PMID: 38833641 DOI: 10.1200/jco.23.02195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Revised: 03/04/2024] [Accepted: 04/04/2024] [Indexed: 06/06/2024] Open
Abstract
Mutations in isocitrate dehydrogenase (IDH) genes, an early step in the ontogeny of lower-grade gliomas, induce global epigenetic changes characterized by a hypermethylation phenotype and are critical to tumor classification, treatment decision making, and estimation of patient prognosis. The introduction of IDH inhibitors to block the oncogenic neomorphic function of the mutated protein has resulted in new therapeutic options for these patients. To appreciate the implications of these recent IDH inhibitor results, it is important to juxtapose historical outcomes with chemoradiotherapy. Herein, we rationally evaluate recent IDH inhibitor data within historical precedents to guide contemporary decisions regarding the role of observation, maximal safe resection, adjuvant therapies, and the import of patient and tumor variables. The biological underpinnings of the IDH pathway and the mechanisms, impact, and limitations of IDH inhibitors, the actual magnitude of tumor regression and patient benefit, and emergence of resistance pathways are presented to guide future trial development. Management in the current, molecularly defined era will require careful patient selection and risk factor assessment, followed by an open dialog about the results of studies such as INDIGO, as well as mature data from legacy trials, and a discussion about risk-versus-benefit for the choice of treatment, with multidisciplinary decision making as an absolute prerequisite.
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Affiliation(s)
- Rupesh Kotecha
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, FL
| | - David Schiff
- Division of Neuro-Oncology, Departments of Neurology, Neurological Surgery, and Medicine, University of Virginia Health System, Charlottesville, VA
| | - Arnab Chakravarti
- Department of Radiation Oncology, James Cancer Hospital and Solove Research Institute, The Ohio State University College of Medicine, Columbus, OH
| | - Jessica L Fleming
- Department of Radiation Oncology, James Cancer Hospital and Solove Research Institute, The Ohio State University College of Medicine, Columbus, OH
| | - Paul D Brown
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN
| | - Vinay K Puduvalli
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Vinai Gondi
- Department of Radiation Oncology, Northwestern Medicine West Region, Lou & Jean Malnati Brain Tumor Institute, Northwestern University, Warrenville, IL
| | - Marco Gallus
- Department of Neurosurgery, UCSF, San Francisco, CA
| | - Hideho Okada
- Department of Neurosurgery, UCSF, San Francisco, CA
| | - Minesh P Mehta
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, FL
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Galbraith K, Garcia M, Wei S, Chen A, Schroff C, Serrano J, Pacione D, Placantonakis DG, William CM, Faustin A, Zagzag D, Barbaro M, Eibl MDPGP, Shirahata M, Reuss D, Tran QT, Alom Z, von Deimling A, Orr BA, Sulman EP, Golfinos JG, Orringer DA, Jain R, Lieberman E, Feng Y, Snuderl M. Prognostic value of DNA methylation subclassification, aneuploidy, and CDKN2A/B homozygous deletion in predicting clinical outcome of IDH mutant astrocytomas. Neuro Oncol 2024; 26:1042-1051. [PMID: 38243818 PMCID: PMC11145445 DOI: 10.1093/neuonc/noae009] [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: 08/08/2023] [Indexed: 01/22/2024] Open
Abstract
BACKGROUND Isocitrate dehydrogenase (IDH) mutant astrocytoma grading, until recently, has been entirely based on morphology. The 5th edition of the Central Nervous System World Health Organization (WHO) introduces CDKN2A/B homozygous deletion as a biomarker of grade 4. We sought to investigate the prognostic impact of DNA methylation-derived molecular biomarkers for IDH mutant astrocytoma. METHODS We analyzed 98 IDH mutant astrocytomas diagnosed at NYU Langone Health between 2014 and 2022. We reviewed DNA methylation subclass, CDKN2A/B homozygous deletion, and ploidy and correlated molecular biomarkers with histological grade, progression free (PFS), and overall (OS) survival. Findings were confirmed using 2 independent validation cohorts. RESULTS There was no significant difference in OS or PFS when stratified by histologic WHO grade alone, copy number complexity, or extent of resection. OS was significantly different when patients were stratified either by CDKN2A/B homozygous deletion or by DNA methylation subclass (P value = .0286 and .0016, respectively). None of the molecular biomarkers were associated with significantly better PFS, although DNA methylation classification showed a trend (P value = .0534). CONCLUSIONS The current WHO recognized grading criteria for IDH mutant astrocytomas show limited prognostic value. Stratification based on DNA methylation shows superior prognostic value for OS.
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Affiliation(s)
- Kristyn Galbraith
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
| | - Mekka Garcia
- Department of Neurology, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
| | - Siyu Wei
- Department of Biostatistics, NYU School of Global Public Health, New York, New York, USA
| | - Anna Chen
- Department of Radiology, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
| | - Chanel Schroff
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
| | - Jonathan Serrano
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
| | - Donato Pacione
- Department of Neurosurgery, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
| | - Dimitris G Placantonakis
- Department of Neurosurgery, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
| | - Christopher M William
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
| | - Arline Faustin
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
| | - David Zagzag
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
| | - Marissa Barbaro
- Department of Neuro-oncology, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
| | | | - Mitsuaki Shirahata
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
| | - David Reuss
- Department of Neuropathology, Ruprecht-Karls-University, Heidelberg, Germany
- CCU Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Quynh T Tran
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Zahangir Alom
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Andreas von Deimling
- Department of Neuropathology, Ruprecht-Karls-University, Heidelberg, Germany
- CCU Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Brent A Orr
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Erik P Sulman
- Department of Radiation Oncology, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
- Brain and Spine Tumor Center, Laura and Isaac Perlmutter Cancer Center, New York, New York, USA
| | - John G Golfinos
- Department of Neurosurgery, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
| | - Daniel A Orringer
- Department of Neurosurgery, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
| | - Rajan Jain
- Department of Neurosurgery, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
| | - Evan Lieberman
- Department of Radiology, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
| | - Yang Feng
- Department of Biostatistics, NYU School of Global Public Health, New York, New York, USA
| | - Matija Snuderl
- Department of Pathology, NYU Langone Health and NYU Grossman School of Medicine, New York, New York, USA
- Brain and Spine Tumor Center, Laura and Isaac Perlmutter Cancer Center, New York, New York, USA
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7
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Dipasquale A, Franceschi E, Giordano L, Maccari M, Barigazzi C, Di Nunno V, Losurdo A, Persico P, Di Muzio A, Navarria P, Pessina F, Padovan M, Santoro A, Lombardi G, Simonelli M. Dissecting the prognostic signature of patients with astrocytoma isocitrate dehydrogenase-mutant grade 4: a large multicenter, retrospective study. ESMO Open 2024; 9:103485. [PMID: 38833969 PMCID: PMC11179079 DOI: 10.1016/j.esmoop.2024.103485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 04/26/2024] [Accepted: 04/29/2024] [Indexed: 06/06/2024] Open
Abstract
BACKGROUND The World Health Organization (WHO) 2021 classification of central nervous system (CNS) tumors classified astrocytoma isocitrate dehydrogenase-mutant (A IDHm) with either microvascular proliferation and/or necrosis or homozygous deletion of CDKN2A/B as CNS grade 4 (CNS WHO G4), introducing a distinct entity and posing new challenges to physicians for appropriate management and prognostication. PATIENTS AND METHODS We retrospectively collected information about patients diagnosed with A IDHm CNS WHO G4 at three reference neuro-oncological Italian centers and correlated them with survival. RESULTS A total of 133 patients were included. Patients were young (median age 41 years) and most received post-operative treatment including chemo-radiation (n = 101) and/or temozolomide maintenance (n = 112). With a median follow-up of 51 months, the median overall survival (mOS) was 31.2 months, with a 5-year survival probability of 26%. In the univariate analysis, complete resection (mOS: 40.2 versus 26.3 months, P = 0.03), methyl-guaninemethyltransferase (MGMT) promoter methylation (mOS: 40.7 versus 18 months, P = 0.0136), and absence of telomerase reverse transcriptase (TERT) promoter mutation (mOS: 40.7 versus 18 months, P = 0.0003) correlated with better prognosis. In the multivariate models, lack of TERT promoter mutation [hazard ratio (HR) 0.23, 95% confidence interval (CI) 0.07-0.82, P = 0.024] and MGMT methylation (HR 0.40, 95% CI 0.20-0.81, P = 0.01) remained associated with improved survival. CONCLUSIONS This is the largest experience in Western countries exploring the prognostic signature of patients with A IDHm CNS G4. Our results show that MGMT promoter methylation and TERT promoter mutation may impact clinical outcomes. This may support physicians in prognostication, clinical management, and design of future studies of this distinct diagnostic entity.
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Affiliation(s)
- A Dipasquale
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan. https://twitter.com/AngeloDipa_
| | - E Franceschi
- Nervous System Medical Oncology Department, IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna
| | - L Giordano
- Biostatistic Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan
| | - M Maccari
- Department of Oncology, Oncology 1, Veneto Institute of Oncology IOV - IRCCS, Padua
| | - C Barigazzi
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan
| | - V Di Nunno
- Nervous System Medical Oncology Department, IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna
| | - A Losurdo
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan
| | - P Persico
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan
| | - A Di Muzio
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan
| | - P Navarria
- Department of Radiotherapy and Radiosurgery
| | - F Pessina
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan; Department of Neurosurgery, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - M Padovan
- Department of Oncology, Oncology 1, Veneto Institute of Oncology IOV - IRCCS, Padua
| | - A Santoro
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan
| | - G Lombardi
- Department of Oncology, Oncology 1, Veneto Institute of Oncology IOV - IRCCS, Padua. https://twitter.com/DrLombardiGiu
| | - M Simonelli
- Medical Oncology and Hematology Unit, IRCCS Humanitas Research Hospital, Rozzano, Milan; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan.
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8
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Jin S, Chen W, Guo X, Xing H, Yang H, Liu Q, Liu D, Zhang K, Wang H, Xia Y, Guo S, Wang Y, Shi Y, Li Y, Wang Y, Li J, Wu J, Liang T, Qu T, Li H, Yang T, Wang Y, Ma W. A prognostic model for overall survival in recurrent glioma patients treated with bevacizumab-containing therapy. Discov Oncol 2024; 15:85. [PMID: 38517553 PMCID: PMC10959905 DOI: 10.1007/s12672-024-00944-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Accepted: 03/20/2024] [Indexed: 03/24/2024] Open
Abstract
Predictive markers and prognostic models are useful for the individualization of cancer treatment. In this study, we sought to identify clinical and molecular factors to predict overall survival in recurrent glioma patients receiving bevacizumab-containing regimens. A cohort of 102 patients was retrospectively collected from June 2011 to January 2022 at our institution. A nomogram was generated by Cox regression and feature selection algorithms based on 19 clinicopathological and 60 molecular variables. The model's performance was internally evaluated by bootstrapping in terms of discrimination and calibration. The median overall survival from the initiation of bevacizumab administration to death or last follow-up was 11.6 months (95% CI: 9.2-13.8 months) for all 102 patients, 10.2 months (95% CI: 6.4-13.3 months) for 66 patients with grade 4 tumors, and 13.8 months (lower limit of 95% CI: 11.5 months) for 36 patients with tumors of grade lower or not available. In the final model, a lower WHO 2021 grade (Grade lower or not available vs. Grade 4, HR: 0.398, 95% CI: 0.223-0.708, p = 0.00172), having received adjuvant radiochemotherapy (Yes vs. No, HR: 0.488, 95% CI: 0.268-0.888, p = 0.0189), and wildtype EGFR (Wildtype vs. Altered, HR: 0.193, 95% CI: 0.0506-0.733, p = 0.0157; Not available vs. Altered, HR: 0.386, 95% CI: 0.184-0.810, p = 0.0118) were significantly associated with longer overall survival in multivariate Cox regression. The overall concordance index was 0.652 (95% CI: 0.566-0.714), and the areas under the time-dependent curves for 6-, 12-, and 18-month overall survival were 0.677 (95% CI: 0.516-0.816), 0.654 (95% CI: 0.470-0.823), and 0.675 (95% CI: 0.491-0.860), respectively. A prognostic model for overall survival in recurrent glioma patients treated with bevacizumab-based therapy was established and internally validated. It could serve as a reference tool for clinicians to assess the extent the patients may benefit from bevacizumab and stratify their treatment response.
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Affiliation(s)
- Shanmu Jin
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- 4+4 Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wenlin Chen
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiaopeng Guo
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- China Anti-Cancer Association Specialty Committee of Glioma, Beijing, China
| | - Hao Xing
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Huiyu Yang
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Eight-Year Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Qianshu Liu
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Eight-Year Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Delin Liu
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Eight-Year Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Kun Zhang
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Eight-Year Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Hai Wang
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yu Xia
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Eight-Year Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Siying Guo
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Eight-Year Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yaning Wang
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yixin Shi
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Eight-Year Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yilin Li
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- 4+4 Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yuekun Wang
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Junlin Li
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Eight-Year Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jiaming Wu
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Eight-Year Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Tingyu Liang
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Tian Qu
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Eight-Year Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Huanzhang Li
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Eight-Year Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Tianrui Yang
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Eight-Year Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yu Wang
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
- China Anti-Cancer Association Specialty Committee of Glioma, Beijing, China.
| | - Wenbin Ma
- Department of Neurosurgery, Center for Malignant Brain Tumors, National Glioma MDT Alliance, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- China Anti-Cancer Association Specialty Committee of Glioma, Beijing, China
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9
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Pöhlmann J, Weller M, Marcellusi A, Grabe-Heyne K, Krott-Coi L, Rabar S, Pollock RF. High costs, low quality of life, reduced survival, and room for improving treatment: an analysis of burden and unmet needs in glioma. Front Oncol 2024; 14:1368606. [PMID: 38571509 PMCID: PMC10987841 DOI: 10.3389/fonc.2024.1368606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 02/28/2024] [Indexed: 04/05/2024] Open
Abstract
Gliomas are a group of heterogeneous tumors that account for substantial morbidity, mortality, and costs to patients and healthcare systems globally. Survival varies considerably by grade, histology, biomarkers, and genetic alterations such as IDH mutations and MGMT promoter methylation, and treatment, but is poor for some grades and histologies, with many patients with glioblastoma surviving less than a year from diagnosis. The present review provides an introduction to glioma, including its classification, epidemiology, economic and humanistic burden, as well as treatment options. Another focus is on treatment recommendations for IDH-mutant astrocytoma, IDH-mutant oligodendroglioma, and glioblastoma, which were synthesized from recent guidelines. While recommendations are nuanced and reflect the complexity of the disease, maximum safe resection is typically the first step in treatment, followed by radiotherapy and/or chemotherapy using temozolomide or procarbazine, lomustine, and vincristine. Immunotherapies and targeted therapies currently have only a limited role due to disappointing clinical trial results, including in recurrent glioblastoma, for which the nitrosourea lomustine remains the de facto standard of care. The lack of treatment options is compounded by frequently suboptimal clinical practice, in which patients do not receive adequate therapy after resection, including delayed, shortened, or discontinued radiotherapy and chemotherapy courses due to treatment side effects. These unmet needs will require significant efforts to address, including a continued search for novel treatment options, increased awareness of clinical guidelines, improved toxicity management for chemotherapy, and the generation of additional and more robust clinical and health economic evidence.
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Affiliation(s)
| | - Michael Weller
- Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland
| | - Andrea Marcellusi
- Economic Evaluation and HTA (EEHTA)-Centre for Economic and International Studies (CEIS), Faculty of Economics, University of Rome “Tor Vergata”, Rome, Italy
| | | | | | - Silvia Rabar
- Covalence Research Ltd, Harpenden, United Kingdom
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10
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Obrador E, Moreno-Murciano P, Oriol-Caballo M, López-Blanch R, Pineda B, Gutiérrez-Arroyo JL, Loras A, Gonzalez-Bonet LG, Martinez-Cadenas C, Estrela JM, Marqués-Torrejón MÁ. Glioblastoma Therapy: Past, Present and Future. Int J Mol Sci 2024; 25:2529. [PMID: 38473776 DOI: 10.3390/ijms25052529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Revised: 02/10/2024] [Accepted: 02/16/2024] [Indexed: 03/14/2024] Open
Abstract
Glioblastoma (GB) stands out as the most prevalent and lethal form of brain cancer. Although great efforts have been made by clinicians and researchers, no significant improvement in survival has been achieved since the Stupp protocol became the standard of care (SOC) in 2005. Despite multimodality treatments, recurrence is almost universal with survival rates under 2 years after diagnosis. Here, we discuss the recent progress in our understanding of GB pathophysiology, in particular, the importance of glioma stem cells (GSCs), the tumor microenvironment conditions, and epigenetic mechanisms involved in GB growth, aggressiveness and recurrence. The discussion on therapeutic strategies first covers the SOC treatment and targeted therapies that have been shown to interfere with different signaling pathways (pRB/CDK4/RB1/P16ink4, TP53/MDM2/P14arf, PI3k/Akt-PTEN, RAS/RAF/MEK, PARP) involved in GB tumorigenesis, pathophysiology, and treatment resistance acquisition. Below, we analyze several immunotherapeutic approaches (i.e., checkpoint inhibitors, vaccines, CAR-modified NK or T cells, oncolytic virotherapy) that have been used in an attempt to enhance the immune response against GB, and thereby avoid recidivism or increase survival of GB patients. Finally, we present treatment attempts made using nanotherapies (nanometric structures having active anti-GB agents such as antibodies, chemotherapeutic/anti-angiogenic drugs or sensitizers, radionuclides, and molecules that target GB cellular receptors or open the blood-brain barrier) and non-ionizing energies (laser interstitial thermal therapy, high/low intensity focused ultrasounds, photodynamic/sonodynamic therapies and electroporation). The aim of this review is to discuss the advances and limitations of the current therapies and to present novel approaches that are under development or following clinical trials.
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Affiliation(s)
- Elena Obrador
- Scientia BioTech S.L., 46002 Valencia, Spain
- Department of Physiology, Faculty of Medicine and Odontology, University of Valencia, 46010 Valencia, Spain
| | | | - María Oriol-Caballo
- Scientia BioTech S.L., 46002 Valencia, Spain
- Department of Physiology, Faculty of Medicine and Odontology, University of Valencia, 46010 Valencia, Spain
| | - Rafael López-Blanch
- Scientia BioTech S.L., 46002 Valencia, Spain
- Department of Physiology, Faculty of Medicine and Odontology, University of Valencia, 46010 Valencia, Spain
| | - Begoña Pineda
- Department of Physiology, Faculty of Medicine and Odontology, University of Valencia, 46010 Valencia, Spain
| | | | - Alba Loras
- Department of Medicine, Jaume I University of Castellon, 12071 Castellon, Spain
| | - Luis G Gonzalez-Bonet
- Department of Neurosurgery, Castellon General University Hospital, 12004 Castellon, Spain
| | | | - José M Estrela
- Scientia BioTech S.L., 46002 Valencia, Spain
- Department of Physiology, Faculty of Medicine and Odontology, University of Valencia, 46010 Valencia, Spain
- Department of Physiology, Faculty of Pharmacy, University of Valencia, 46100 Burjassot, Spain
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11
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Gorria T, Crous C, Pineda E, Hernandez A, Domenech M, Sanz C, Jares P, Muñoz-Mármol AM, Arpí-Llucía O, Melendez B, Gut M, Esteve A, Esteve-Codina A, Parra G, Alameda F, Carrato C, Aldecoa I, Mallo M, de la Iglesia N, Balana C. The C250T Mutation of TERTp Might Grant a Better Prognosis to Glioblastoma by Exerting Less Biological Effect on Telomeres and Chromosomes Than the C228T Mutation. Cancers (Basel) 2024; 16:735. [PMID: 38398126 PMCID: PMC10886885 DOI: 10.3390/cancers16040735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 02/04/2024] [Accepted: 02/06/2024] [Indexed: 02/25/2024] Open
Abstract
The aim of this study was to determine how TERTp mutations impact glioblastoma prognosis. MATERIALS AND METHODS TERTp mutations were assessed in a retrospective cohort of 258 uniformly treated glioblastoma patients. RNA-sequencing and whole exome sequencing results were available in a subset of patients. RESULTS Overall, there were no differences in outcomes between patients with mutated TERTp-wt or TERTp. However, we found significant differences according to the type of TERTp mutation. Progression-free survival (mPFS) was 9.1 months for those with the C250T mutation and 7 months for those with either the C228T mutation or TERTp-wt (p = 0.016). Overall survival (mOS) was 21.9 and 15 months, respectively (p = 0.026). This differential effect was more pronounced in patients with MGMTp methylation (mPFS: p = 0.008; mOS: p = 0.021). Multivariate analysis identified the C250T mutation as an independent prognostic factor for longer mOS (HR 0.69; p = 0.044). We found no differences according to TERTp mutation status in molecular alterations common in glioblastoma, nor in copy number variants in genes related to alternative lengthening of telomeres. Nevertheless, in the gene enrichment analysis adjusted for MGMTp methylation status, some Reactome gene sets were differentially enriched, suggesting that the C250T mutation may exert a lesser effect on telomeres or chromosomes. CONCLUSIONS In our series, patients exhibiting the C250T mutation had a more favorable prognosis compared to those with either TERPp-wt or TERTp C228T mutations. Additionally, our findings suggest a reduced involvement of the C250T mutation in the underlying biological mechanisms related to telomeres.
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Affiliation(s)
- Teresa Gorria
- Medical Oncology, Hospital Clínic, Translational Genomics and Targeted Therapeutics in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), 08036 Barcelona, Spain; (T.G.); (C.C.); (E.P.)
| | - Carme Crous
- Medical Oncology, Hospital Clínic, Translational Genomics and Targeted Therapeutics in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), 08036 Barcelona, Spain; (T.G.); (C.C.); (E.P.)
| | - Estela Pineda
- Medical Oncology, Hospital Clínic, Translational Genomics and Targeted Therapeutics in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), 08036 Barcelona, Spain; (T.G.); (C.C.); (E.P.)
| | - Ainhoa Hernandez
- Medical Oncology, Institut Catala d’Oncologia (ICO) Badalona, Badalona Applied Research Group in Oncology (B-ARGO Group), Institut Investigació Germans Trias i Pujol (IGTP), 08916 Badalona, Spain; (A.H.); (M.D.); (A.E.)
| | - Marta Domenech
- Medical Oncology, Institut Catala d’Oncologia (ICO) Badalona, Badalona Applied Research Group in Oncology (B-ARGO Group), Institut Investigació Germans Trias i Pujol (IGTP), 08916 Badalona, Spain; (A.H.); (M.D.); (A.E.)
| | - Carolina Sanz
- Pathology Department, Hospital Universitari Germans Trias i Pujol, 08916 Badalona, Spain; (C.S.); (A.M.M.-M.); (C.C.)
| | - Pedro Jares
- Department of Pathology, Biomedical Diagnostic Centre (CDB) and Neurological Tissue Bank of the Biobank-IDIBAPS, Hospital Clinic, University of Barcelona, 08036 Barcelona, Spain; (P.J.); (I.A.)
| | - Ana María Muñoz-Mármol
- Pathology Department, Hospital Universitari Germans Trias i Pujol, 08916 Badalona, Spain; (C.S.); (A.M.M.-M.); (C.C.)
| | - Oriol Arpí-Llucía
- Cancer Research Program, Institut Hospital del Mar d’Investigacions Mèdiques (IMIM), 08003 Barcelona, Spain;
| | - Bárbara Melendez
- Molecular Pathology Research Unit, Hospital Universitario de Toledo, 45007 Toledo, Spain;
| | - Marta Gut
- Centro Nacional de Análisis Genómico, C/Baldiri Reixac 4, 08028 Barcelona, Spain; (M.G.); (A.E.-C.); (G.P.)
| | - Anna Esteve
- Medical Oncology, Institut Catala d’Oncologia (ICO) Badalona, Badalona Applied Research Group in Oncology (B-ARGO Group), Institut Investigació Germans Trias i Pujol (IGTP), 08916 Badalona, Spain; (A.H.); (M.D.); (A.E.)
- Badalona Applied Research Group in Oncology (B-ARGO Group), Institut Investigació Germans Trias i Pujol (IGTP), 08916 Badalona, Spain
| | - Anna Esteve-Codina
- Centro Nacional de Análisis Genómico, C/Baldiri Reixac 4, 08028 Barcelona, Spain; (M.G.); (A.E.-C.); (G.P.)
| | - Genis Parra
- Centro Nacional de Análisis Genómico, C/Baldiri Reixac 4, 08028 Barcelona, Spain; (M.G.); (A.E.-C.); (G.P.)
| | - Francesc Alameda
- Pathology Department, Neuropathology Unit, Hospital del Mar, Institut Hospital del Mar d’Investigacions Mèdiques (IMIM), 08003 Barcelona, Spain;
| | - Cristina Carrato
- Pathology Department, Hospital Universitari Germans Trias i Pujol, 08916 Badalona, Spain; (C.S.); (A.M.M.-M.); (C.C.)
| | - Iban Aldecoa
- Department of Pathology, Biomedical Diagnostic Centre (CDB) and Neurological Tissue Bank of the Biobank-IDIBAPS, Hospital Clinic, University of Barcelona, 08036 Barcelona, Spain; (P.J.); (I.A.)
| | - Mar Mallo
- Unidad de Microarrays, Institut de Recerca Contra la Leucèmia Josep Carreras (IJC), ICO-Hospital Germans Trias i Pujol, Universitat Autònoma de Barcelona, 08916 Badalona, Spain;
| | - Nuria de la Iglesia
- IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, 08916 Badalona, Spain;
| | - Carmen Balana
- Pathology Department, Neuropathology Unit, Hospital del Mar, Institut Hospital del Mar d’Investigacions Mèdiques (IMIM), 08003 Barcelona, Spain;
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12
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Wamelink IJHG, Azizova A, Booth TC, Mutsaerts HJMM, Ogunleye A, Mankad K, Petr J, Barkhof F, Keil VC. Brain Tumor Imaging without Gadolinium-based Contrast Agents: Feasible or Fantasy? Radiology 2024; 310:e230793. [PMID: 38319162 PMCID: PMC10902600 DOI: 10.1148/radiol.230793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 08/07/2023] [Accepted: 08/14/2023] [Indexed: 02/07/2024]
Abstract
Gadolinium-based contrast agents (GBCAs) form the cornerstone of current primary brain tumor MRI protocols at all stages of the patient journey. Though an imperfect measure of tumor grade, GBCAs are repeatedly used for diagnosis and monitoring. In practice, however, radiologists will encounter situations where GBCA injection is not needed or of doubtful benefit. Reducing GBCA administration could improve the patient burden of (repeated) imaging (especially in vulnerable patient groups, such as children), minimize risks of putative side effects, and benefit costs, logistics, and the environmental footprint. On the basis of the current literature, imaging strategies to reduce GBCA exposure for pediatric and adult patients with primary brain tumors will be reviewed. Early postoperative MRI and fixed-interval imaging of gliomas are examples of GBCA exposure with uncertain survival benefits. Half-dose GBCAs for gliomas and T2-weighted imaging alone for meningiomas are among options to reduce GBCA use. While most imaging guidelines recommend using GBCAs at all stages of diagnosis and treatment, non-contrast-enhanced sequences, such as the arterial spin labeling, have shown a great potential. Artificial intelligence methods to generate synthetic postcontrast images from decreased-dose or non-GBCA scans have shown promise to replace GBCA-dependent approaches. This review is focused on pediatric and adult gliomas and meningiomas. Special attention is paid to the quality and real-life applicability of the reviewed literature.
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Affiliation(s)
- Ivar J. H. G. Wamelink
- From the Department of Radiology and Nuclear Medicine, Amsterdam
University Medical Center, VUMC Site, De Boelelaan 1117, Amsterdam 1081 HV, the
Netherlands (I.J.H.G.W., A.A., H.J.M.M.M., J.P., F.B., V.C.K.); Department of
Imaging and Biomarkers, Cancer Center Amsterdam, Amsterdam, the Netherlands
(I.J.H.G.W., A.A., H.J.M.M.M., V.C.K.); School of Biomedical Engineering and
Imaging Sciences, King’s College London, London, United Kingdom (T.C.B.);
Department of Neuroradiology, King’s College Hospital, NHS Foundation
Trust, London, UK (T.C.B.); Department of Brain Imaging, Amsterdam Neuroscience,
Amsterdam, the Netherlands (H.J.M.M.M., F.B., V.C.K.); Department of Radiology,
Lagos State University Teaching Hospital, Ikeja, Nigeria Radiology (A.O.);
Department of Radiology, Great Ormond Street Hospital for Children, NHS
Foundation Trust, London, United Kingdom (K.M.); Institute of
Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf,
Dresden, Germany (J.P.); and Queen Square Institute of Neurology and Centre for
Medical Image Computing, University College London, London, United Kingdom
(F.B.)
| | - Aynur Azizova
- From the Department of Radiology and Nuclear Medicine, Amsterdam
University Medical Center, VUMC Site, De Boelelaan 1117, Amsterdam 1081 HV, the
Netherlands (I.J.H.G.W., A.A., H.J.M.M.M., J.P., F.B., V.C.K.); Department of
Imaging and Biomarkers, Cancer Center Amsterdam, Amsterdam, the Netherlands
(I.J.H.G.W., A.A., H.J.M.M.M., V.C.K.); School of Biomedical Engineering and
Imaging Sciences, King’s College London, London, United Kingdom (T.C.B.);
Department of Neuroradiology, King’s College Hospital, NHS Foundation
Trust, London, UK (T.C.B.); Department of Brain Imaging, Amsterdam Neuroscience,
Amsterdam, the Netherlands (H.J.M.M.M., F.B., V.C.K.); Department of Radiology,
Lagos State University Teaching Hospital, Ikeja, Nigeria Radiology (A.O.);
Department of Radiology, Great Ormond Street Hospital for Children, NHS
Foundation Trust, London, United Kingdom (K.M.); Institute of
Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf,
Dresden, Germany (J.P.); and Queen Square Institute of Neurology and Centre for
Medical Image Computing, University College London, London, United Kingdom
(F.B.)
| | - Thomas C. Booth
- From the Department of Radiology and Nuclear Medicine, Amsterdam
University Medical Center, VUMC Site, De Boelelaan 1117, Amsterdam 1081 HV, the
Netherlands (I.J.H.G.W., A.A., H.J.M.M.M., J.P., F.B., V.C.K.); Department of
Imaging and Biomarkers, Cancer Center Amsterdam, Amsterdam, the Netherlands
(I.J.H.G.W., A.A., H.J.M.M.M., V.C.K.); School of Biomedical Engineering and
Imaging Sciences, King’s College London, London, United Kingdom (T.C.B.);
Department of Neuroradiology, King’s College Hospital, NHS Foundation
Trust, London, UK (T.C.B.); Department of Brain Imaging, Amsterdam Neuroscience,
Amsterdam, the Netherlands (H.J.M.M.M., F.B., V.C.K.); Department of Radiology,
Lagos State University Teaching Hospital, Ikeja, Nigeria Radiology (A.O.);
Department of Radiology, Great Ormond Street Hospital for Children, NHS
Foundation Trust, London, United Kingdom (K.M.); Institute of
Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf,
Dresden, Germany (J.P.); and Queen Square Institute of Neurology and Centre for
Medical Image Computing, University College London, London, United Kingdom
(F.B.)
| | - Henk J. M. M. Mutsaerts
- From the Department of Radiology and Nuclear Medicine, Amsterdam
University Medical Center, VUMC Site, De Boelelaan 1117, Amsterdam 1081 HV, the
Netherlands (I.J.H.G.W., A.A., H.J.M.M.M., J.P., F.B., V.C.K.); Department of
Imaging and Biomarkers, Cancer Center Amsterdam, Amsterdam, the Netherlands
(I.J.H.G.W., A.A., H.J.M.M.M., V.C.K.); School of Biomedical Engineering and
Imaging Sciences, King’s College London, London, United Kingdom (T.C.B.);
Department of Neuroradiology, King’s College Hospital, NHS Foundation
Trust, London, UK (T.C.B.); Department of Brain Imaging, Amsterdam Neuroscience,
Amsterdam, the Netherlands (H.J.M.M.M., F.B., V.C.K.); Department of Radiology,
Lagos State University Teaching Hospital, Ikeja, Nigeria Radiology (A.O.);
Department of Radiology, Great Ormond Street Hospital for Children, NHS
Foundation Trust, London, United Kingdom (K.M.); Institute of
Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf,
Dresden, Germany (J.P.); and Queen Square Institute of Neurology and Centre for
Medical Image Computing, University College London, London, United Kingdom
(F.B.)
| | - Afolabi Ogunleye
- From the Department of Radiology and Nuclear Medicine, Amsterdam
University Medical Center, VUMC Site, De Boelelaan 1117, Amsterdam 1081 HV, the
Netherlands (I.J.H.G.W., A.A., H.J.M.M.M., J.P., F.B., V.C.K.); Department of
Imaging and Biomarkers, Cancer Center Amsterdam, Amsterdam, the Netherlands
(I.J.H.G.W., A.A., H.J.M.M.M., V.C.K.); School of Biomedical Engineering and
Imaging Sciences, King’s College London, London, United Kingdom (T.C.B.);
Department of Neuroradiology, King’s College Hospital, NHS Foundation
Trust, London, UK (T.C.B.); Department of Brain Imaging, Amsterdam Neuroscience,
Amsterdam, the Netherlands (H.J.M.M.M., F.B., V.C.K.); Department of Radiology,
Lagos State University Teaching Hospital, Ikeja, Nigeria Radiology (A.O.);
Department of Radiology, Great Ormond Street Hospital for Children, NHS
Foundation Trust, London, United Kingdom (K.M.); Institute of
Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf,
Dresden, Germany (J.P.); and Queen Square Institute of Neurology and Centre for
Medical Image Computing, University College London, London, United Kingdom
(F.B.)
| | - Kshitij Mankad
- From the Department of Radiology and Nuclear Medicine, Amsterdam
University Medical Center, VUMC Site, De Boelelaan 1117, Amsterdam 1081 HV, the
Netherlands (I.J.H.G.W., A.A., H.J.M.M.M., J.P., F.B., V.C.K.); Department of
Imaging and Biomarkers, Cancer Center Amsterdam, Amsterdam, the Netherlands
(I.J.H.G.W., A.A., H.J.M.M.M., V.C.K.); School of Biomedical Engineering and
Imaging Sciences, King’s College London, London, United Kingdom (T.C.B.);
Department of Neuroradiology, King’s College Hospital, NHS Foundation
Trust, London, UK (T.C.B.); Department of Brain Imaging, Amsterdam Neuroscience,
Amsterdam, the Netherlands (H.J.M.M.M., F.B., V.C.K.); Department of Radiology,
Lagos State University Teaching Hospital, Ikeja, Nigeria Radiology (A.O.);
Department of Radiology, Great Ormond Street Hospital for Children, NHS
Foundation Trust, London, United Kingdom (K.M.); Institute of
Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf,
Dresden, Germany (J.P.); and Queen Square Institute of Neurology and Centre for
Medical Image Computing, University College London, London, United Kingdom
(F.B.)
| | - Jan Petr
- From the Department of Radiology and Nuclear Medicine, Amsterdam
University Medical Center, VUMC Site, De Boelelaan 1117, Amsterdam 1081 HV, the
Netherlands (I.J.H.G.W., A.A., H.J.M.M.M., J.P., F.B., V.C.K.); Department of
Imaging and Biomarkers, Cancer Center Amsterdam, Amsterdam, the Netherlands
(I.J.H.G.W., A.A., H.J.M.M.M., V.C.K.); School of Biomedical Engineering and
Imaging Sciences, King’s College London, London, United Kingdom (T.C.B.);
Department of Neuroradiology, King’s College Hospital, NHS Foundation
Trust, London, UK (T.C.B.); Department of Brain Imaging, Amsterdam Neuroscience,
Amsterdam, the Netherlands (H.J.M.M.M., F.B., V.C.K.); Department of Radiology,
Lagos State University Teaching Hospital, Ikeja, Nigeria Radiology (A.O.);
Department of Radiology, Great Ormond Street Hospital for Children, NHS
Foundation Trust, London, United Kingdom (K.M.); Institute of
Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf,
Dresden, Germany (J.P.); and Queen Square Institute of Neurology and Centre for
Medical Image Computing, University College London, London, United Kingdom
(F.B.)
| | - Frederik Barkhof
- From the Department of Radiology and Nuclear Medicine, Amsterdam
University Medical Center, VUMC Site, De Boelelaan 1117, Amsterdam 1081 HV, the
Netherlands (I.J.H.G.W., A.A., H.J.M.M.M., J.P., F.B., V.C.K.); Department of
Imaging and Biomarkers, Cancer Center Amsterdam, Amsterdam, the Netherlands
(I.J.H.G.W., A.A., H.J.M.M.M., V.C.K.); School of Biomedical Engineering and
Imaging Sciences, King’s College London, London, United Kingdom (T.C.B.);
Department of Neuroradiology, King’s College Hospital, NHS Foundation
Trust, London, UK (T.C.B.); Department of Brain Imaging, Amsterdam Neuroscience,
Amsterdam, the Netherlands (H.J.M.M.M., F.B., V.C.K.); Department of Radiology,
Lagos State University Teaching Hospital, Ikeja, Nigeria Radiology (A.O.);
Department of Radiology, Great Ormond Street Hospital for Children, NHS
Foundation Trust, London, United Kingdom (K.M.); Institute of
Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf,
Dresden, Germany (J.P.); and Queen Square Institute of Neurology and Centre for
Medical Image Computing, University College London, London, United Kingdom
(F.B.)
| | - Vera C. Keil
- From the Department of Radiology and Nuclear Medicine, Amsterdam
University Medical Center, VUMC Site, De Boelelaan 1117, Amsterdam 1081 HV, the
Netherlands (I.J.H.G.W., A.A., H.J.M.M.M., J.P., F.B., V.C.K.); Department of
Imaging and Biomarkers, Cancer Center Amsterdam, Amsterdam, the Netherlands
(I.J.H.G.W., A.A., H.J.M.M.M., V.C.K.); School of Biomedical Engineering and
Imaging Sciences, King’s College London, London, United Kingdom (T.C.B.);
Department of Neuroradiology, King’s College Hospital, NHS Foundation
Trust, London, UK (T.C.B.); Department of Brain Imaging, Amsterdam Neuroscience,
Amsterdam, the Netherlands (H.J.M.M.M., F.B., V.C.K.); Department of Radiology,
Lagos State University Teaching Hospital, Ikeja, Nigeria Radiology (A.O.);
Department of Radiology, Great Ormond Street Hospital for Children, NHS
Foundation Trust, London, United Kingdom (K.M.); Institute of
Radiopharmaceutical Cancer Research, Helmholtz-Zentrum Dresden-Rossendorf,
Dresden, Germany (J.P.); and Queen Square Institute of Neurology and Centre for
Medical Image Computing, University College London, London, United Kingdom
(F.B.)
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13
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Hariharan S, Whitfield BT, Pirozzi CJ, Waitkus MS, Brown MC, Bowie ML, Irvin DM, Roso K, Fuller R, Hostettler J, Dharmaiah S, Gibson EA, Briley A, Mangoli A, Fraley C, Shobande M, Stevenson K, Zhang G, Malgulwar PB, Roberts H, Roskoski M, Spasojevic I, Keir ST, He Y, Castro MG, Huse JT, Ashley DM. Interplay between ATRX and IDH1 mutations governs innate immune responses in diffuse gliomas. Nat Commun 2024; 15:730. [PMID: 38272925 PMCID: PMC10810843 DOI: 10.1038/s41467-024-44932-w] [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: 04/24/2023] [Accepted: 01/10/2024] [Indexed: 01/27/2024] Open
Abstract
Stimulating the innate immune system has been explored as a therapeutic option for the treatment of gliomas. Inactivating mutations in ATRX, defining molecular alterations in IDH-mutant astrocytomas, have been implicated in dysfunctional immune signaling. However, little is known about the interplay between ATRX loss and IDH mutation on innate immunity. To explore this, we generated ATRX-deficient glioma models in the presence and absence of the IDH1R132H mutation. ATRX-deficient glioma cells are sensitive to dsRNA-based innate immune agonism and exhibit impaired lethality and increased T-cell infiltration in vivo. However, the presence of IDH1R132H dampens baseline expression of key innate immune genes and cytokines in a manner restored by genetic and pharmacological IDH1R132H inhibition. IDH1R132H co-expression does not interfere with the ATRX deficiency-mediated sensitivity to dsRNA. Thus, ATRX loss primes cells for recognition of dsRNA, while IDH1R132H reversibly masks this priming. This work reveals innate immunity as a therapeutic vulnerability of astrocytomas.
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Affiliation(s)
- Seethalakshmi Hariharan
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Benjamin T Whitfield
- Departments of Pathology and Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Christopher J Pirozzi
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Department of Pathology, Duke University Medical Center, Durham, NC, USA
| | - Matthew S Waitkus
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Michael C Brown
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Michelle L Bowie
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - David M Irvin
- Departments of Pathology and Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kristen Roso
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Department of Pathology, Duke University Medical Center, Durham, NC, USA
| | - Rebecca Fuller
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Janell Hostettler
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Sharvari Dharmaiah
- Departments of Pathology and Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Emiley A Gibson
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Aaron Briley
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Avani Mangoli
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Casey Fraley
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Mariah Shobande
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Kevin Stevenson
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Molecular Physiology Institute, Duke University Medical Center, Durham, NC, USA
| | - Gao Zhang
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Prit Benny Malgulwar
- Departments of Pathology and Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hannah Roberts
- Departments of Pathology and Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Martin Roskoski
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Ivan Spasojevic
- PK/PD Core Laboratory, Duke Cancer Institute, Duke University Medical Center, Durham, NC, USA
- Department of Medicine - Oncology, Duke University Medical Center, Durham, NC, USA
| | - Stephen T Keir
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Yiping He
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA
- Department of Pathology, Duke University Medical Center, Durham, NC, USA
| | - Maria G Castro
- Department of Neurosurgery, University of Michigan Medical Center, Ann Arbor, MI, USA
| | - Jason T Huse
- Departments of Pathology and Translational Molecular Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - David M Ashley
- The Preston Robert Tisch Brain Tumor Center, Duke University Medical Center, Durham, NC, USA.
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA.
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14
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Albert NL, Galldiks N, Ellingson BM, van den Bent MJ, Chang SM, Cicone F, de Groot J, Koh ES, Law I, Le Rhun E, Mair MJ, Minniti G, Rudà R, Scott AM, Short SC, Smits M, Suchorska B, Tolboom N, Traub-Weidinger T, Tonn JC, Verger A, Weller M, Wen PY, Preusser M. PET-based response assessment criteria for diffuse gliomas (PET RANO 1.0): a report of the RANO group. Lancet Oncol 2024; 25:e29-e41. [PMID: 38181810 DOI: 10.1016/s1470-2045(23)00525-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 10/03/2023] [Accepted: 10/06/2023] [Indexed: 01/07/2024]
Abstract
Response Assessment in Neuro-Oncology (RANO) response criteria have been established and were updated in 2023 for MRI-based response evaluation of diffuse gliomas in clinical trials. In addition, PET-based imaging with amino acid tracers is increasingly considered for disease monitoring in both clinical practice and clinical trials. So far, a standardised framework defining timepoints for baseline and follow-up investigations and response evaluation criteria for PET imaging of diffuse gliomas has not been established. Therefore, in this Policy Review, we propose a set of criteria for response assessment based on amino acid PET imaging in clinical trials enrolling participants with diffuse gliomas as defined in the 2021 WHO classification of tumours of the central nervous system. These proposed PET RANO criteria provide a conceptual framework that facilitates the structured implementation of PET imaging into clinical research and, ultimately, clinical routine. To this end, the PET RANO 1.0 criteria are intended to encourage specific investigations of amino acid PET imaging of gliomas.
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Affiliation(s)
- Nathalie L Albert
- Department of Nuclear Medicine, LMU Hospital, LMU Munich, Munich, Germany
| | - Norbert Galldiks
- Department of Neurology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany; Institute of Neuroscience and Medicine (INM-3), Research Center Juelich, Juelich, Germany; Center for Integrated Oncology (CIO), Universities of Aachen, Bonn, Cologne, and Duesseldorf, Cologne, Germany
| | - Benjamin M Ellingson
- UCLA Brain Tumor Imaging Laboratory, Department of Radiological Sciences, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | | | - Susan M Chang
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Francesco Cicone
- Nuclear Medicine Unit, Department of Experimental and Clinical Medicine, Magna Graecia University of Catanzaro, Catanzaro, Italy
| | - John de Groot
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Eng-Siew Koh
- Department of Radiation Oncology, Liverpool and Macarthur Cancer Therapy Centre, Liverpool, NSW, Australia; South Western Sydney Clinical School, University of New South Wales, Sydney, NSW, Australia
| | - Ian Law
- Department of Clinical Physiology and Nuclear Medicine, Rigshospitalet, Copenhagen, Denmark
| | - Emilie Le Rhun
- Department of Neurosurgery, University Hospital Zurich, Zurich, Switzerland; Department of Neurology, University Hospital Zurich, Zurich, Switzerland
| | - Maximilian J Mair
- Division of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria
| | - Giuseppe Minniti
- Department of Radiological Sciences, Oncology and Anatomical Pathology, Sapienza University of Rome, Policlinico Umberto I, Rome, Italy; IRCCS Neuromed, Pozzilli IS, Italy
| | - Roberta Rudà
- Division of Neuro-Oncology, Department of Neuroscience, University of Turin and City of Health and Science of Turin, Turin, Italy
| | - Andrew M Scott
- Department of Molecular Imaging and Therapy, Austin Health and University of Melbourne, Melbourne, VIC, Australia; Olivia Newton-John Cancer Research Institute and School of Cancer Medicine, La Trobe University, Melbourne, VIC, Australia
| | - Susan C Short
- Leeds Institute of Medical Research at St James's, The University of Leeds, Leeds, UK
| | - Marion Smits
- Department of Radiology & Nuclear Medicine, Erasmus MC-University Medical Centre Rotterdam, Rotterdam, Netherlands; Brain Tumour Centre, Erasmus MC Cancer Institute, Rotterdam, Netherlands; Medical Delta, Delft, Netherlands
| | - Bogdana Suchorska
- Department of Neurosurgery, Heidelberg University Hospital, Ruprecht-Karls-University Heidelberg, Heidelberg, Germany
| | - Nelleke Tolboom
- Department of Radiology and Nuclear Medicine, University Medical Center Utrecht, Utrecht, Netherlands
| | - Tatjana Traub-Weidinger
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria
| | | | - Antoine Verger
- Department of Nuclear Medicine & Nancyclotep Imaging Platform, CHRU Nancy and IADI INSERM UMR 1254, Universitè de Lorraine, Nancy, France
| | - Michael Weller
- Department of Neurology, University Hospital Zurich, Zurich, Switzerland; Department of Neurology, University of Zurich, Zurich, Switzerland
| | - Patrick Y Wen
- Center For Neuro-Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Matthias Preusser
- Division of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria.
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15
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Kim N, Shin H, Lim DH, Nam DH, Lee JI, Seol HJ, Kong DS, Choi JW, Chong K, Lee WJ. Treatment Outcomes after Dose-Escalated Moderately Hypofractionated Radiotherapy for Frail Patients with High-Grade Glioma. Cancers (Basel) 2023; 16:64. [PMID: 38201492 PMCID: PMC10778244 DOI: 10.3390/cancers16010064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 12/13/2023] [Accepted: 12/19/2023] [Indexed: 01/12/2024] Open
Abstract
For high-grade glioma (HGG) patients with old age or poor performance status, hypofractionated radiotherapy (hypoRT) in 10-15 fractions is recommended. Also, limited data exist on the impact of salvage treatment after progression in frail patients. We retrospectively analyzed the outcomes of dose-escalated hypoRT in 40 frail HGG patients who were treated with hypoRT between 2013 and 2021. With a median biologically effective dose of 71.7 Gy, a total dose of 56 Gy in 20 fractions was the most frequently used regimen (53.7%). The median age and Karnofsky Performance Status of patients were 74 years and 70, respectively. Most patients (n = 31, 77.5%) were diagnosed with glioblastoma, IDH-wildtype, CNS WHO grade 4. Only 10 (25.0%) patients underwent surgical resection, and 28 (70.0%) patients received concurrent temozolomide during hypoRT. With a median follow-up of 9.7 months, the median overall survival (OS) was 12.2 months. Of the 30 (75.0%) patients with disease progression, only 12 patients received salvage treatment. The OS after progression differed significantly depending on salvage treatment (median OS, 9.6 vs. 4.6 months, p = 0.032). Dose-escalated hypoRT in 20 fractions produced survival outcomes outperforming historical data for frail patients.
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Affiliation(s)
- Nalee Kim
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea; (N.K.); (H.S.)
| | - Hyunju Shin
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea; (N.K.); (H.S.)
| | - Do Hoon Lim
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea; (N.K.); (H.S.)
| | - Do-Hyun Nam
- Department of Neurosurgery, Brain Tumor Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea; (D.-H.N.); (J.-I.L.); (H.J.S.); (D.-S.K.); (J.W.C.); (K.C.); (W.J.L.)
| | - Jung-Il Lee
- Department of Neurosurgery, Brain Tumor Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea; (D.-H.N.); (J.-I.L.); (H.J.S.); (D.-S.K.); (J.W.C.); (K.C.); (W.J.L.)
| | - Ho Jun Seol
- Department of Neurosurgery, Brain Tumor Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea; (D.-H.N.); (J.-I.L.); (H.J.S.); (D.-S.K.); (J.W.C.); (K.C.); (W.J.L.)
| | - Doo-Sik Kong
- Department of Neurosurgery, Brain Tumor Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea; (D.-H.N.); (J.-I.L.); (H.J.S.); (D.-S.K.); (J.W.C.); (K.C.); (W.J.L.)
| | - Jung Won Choi
- Department of Neurosurgery, Brain Tumor Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea; (D.-H.N.); (J.-I.L.); (H.J.S.); (D.-S.K.); (J.W.C.); (K.C.); (W.J.L.)
| | - Kyuha Chong
- Department of Neurosurgery, Brain Tumor Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea; (D.-H.N.); (J.-I.L.); (H.J.S.); (D.-S.K.); (J.W.C.); (K.C.); (W.J.L.)
| | - Won Jae Lee
- Department of Neurosurgery, Brain Tumor Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea; (D.-H.N.); (J.-I.L.); (H.J.S.); (D.-S.K.); (J.W.C.); (K.C.); (W.J.L.)
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16
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Young JS, Morshed RA, Hervey-Jumper SL, Berger MS. The surgical management of diffuse gliomas: Current state of neurosurgical management and future directions. Neuro Oncol 2023; 25:2117-2133. [PMID: 37499054 PMCID: PMC10708937 DOI: 10.1093/neuonc/noad133] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Indexed: 07/29/2023] Open
Abstract
After recent updates to the World Health Organization pathological criteria for diagnosing and grading diffuse gliomas, all major North American and European neuro-oncology societies recommend a maximal safe resection as the initial management of a diffuse glioma. For neurosurgeons to achieve this goal, the surgical plan for both low- and high-grade gliomas should be to perform a supramaximal resection when feasible based on preoperative imaging and the patient's performance status, utilizing every intraoperative adjunct to minimize postoperative neurological deficits. While the surgical approach and technique can vary, every effort must be taken to identify and preserve functional cortical and subcortical regions. In this summary statement on the current state of the field, we describe the tools and technologies that facilitate the safe removal of diffuse gliomas and highlight intraoperative and postoperative management strategies to minimize complications for these patients. Moreover, we discuss how surgical resections can go beyond cytoreduction by facilitating biological discoveries and improving the local delivery of adjuvant chemo- and radiotherapies.
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Affiliation(s)
- Jacob S Young
- Department of Neurological Surgery, University of California, San Francisco, USA
| | - Ramin A Morshed
- Department of Neurological Surgery, University of California, San Francisco, USA
| | | | - Mitchel S Berger
- Department of Neurological Surgery, University of California, San Francisco, USA
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17
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Santos-Pinheiro F, Graber JJ. Neuro-oncology Treatment Strategies for Primary Glial Tumors. Semin Neurol 2023; 43:889-896. [PMID: 38096849 DOI: 10.1055/s-0043-1776764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
Primary brain tumors underwent reclassification in the 2021 World Health Organization update, relying on molecular findings (especially isocitrate dehydrogenase mutations and chromosomal changes in 1p, 19q, gain of chromosome 7 and loss of chromosome 10). Newer entities have also been described including histone 3 mutant midline gliomas. These updated pathologic classifications improve prognostication and reliable diagnosis, but may confuse interpretation of prior clinical trials and require reclassification of patients diagnosed in the past. For patients over seventy, multiple studies have now confirmed the utility of shorter courses of radiation, and the risk of post-operative delirium. Ongoing studies are comparing proton to photon radiation. Long term follow up of prior clinical trials have confirmed the roles and length of chemotherapy (mainly temozolomide) in different tumors, as well as the wearable novottf device. New oral isocitrate dehydrogenase inhibitors have also shown efficacy in clinical trials.
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Affiliation(s)
| | - Jerome J Graber
- Department of Neurology and Neurosurgery, University of Washington, Alvord Brain Tumor Center, Seattle, Washington
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18
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Rousseau J, Bennett J, Lim-Fat MJ. Brain Tumors in Adolescents and Young Adults: A Review. Semin Neurol 2023; 43:909-928. [PMID: 37949116 DOI: 10.1055/s-0043-1776775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2023]
Abstract
Brain tumors account for the majority of cancer-related deaths in adolescents and young adults (AYAs), defined as individuals aged 15 to 39. AYAs constitute a distinct population in which both pediatric- and adult-type central nervous system (CNS) tumors can be observed. Clinical manifestations vary depending on tumor location and often include headaches, seizures, focal neurological deficits, and signs of increased intracranial pressure. With the publication of the updated World Health Organization CNS tumor classification in 2021, diagnoses have been redefined to emphasize key molecular alterations. Gliomas represent the majority of malignant brain tumors in this age group. Glioneuronal and neuronal tumors are associated with longstanding refractory epilepsy. The classification of ependymomas and medulloblastomas has been refined, enabling better identification of low-risk tumors that could benefit from treatment de-escalation strategies. Owing to their midline location, germ cell tumors often present with oculomotor and visual alterations as well as endocrinopathies. The management of CNS tumors in AYA is often extrapolated from pediatric and adult guidelines, and generally consists of a combination of surgical resection, radiation therapy, and systemic therapy. Ongoing research is investigating multiple agents targeting molecular alterations, including isocitrate dehydrogenase inhibitors, SHH pathway inhibitors, and BRAF inhibitors. AYA patients with CNS tumors should be managed by multidisciplinary teams and counselled regarding fertility preservation, psychosocial comorbidities, and risks of long-term comorbidities. There is a need for further efforts to design clinical trials targeting CNS tumors in the AYA population.
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Affiliation(s)
- Julien Rousseau
- Division of Neurology, Department of Medicine, Universite de Montreal, Montreal, Quebec, Canada
| | - Julie Bennett
- Division of Haematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Canadian AYA Neuro-Oncology Network (CANON), Toronto, Ontario, Canada
| | - Mary Jane Lim-Fat
- Canadian AYA Neuro-Oncology Network (CANON), Toronto, Ontario, Canada
- Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
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19
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Felefly T, Roukoz C, Fares G, Achkar S, Yazbeck S, Meyer P, Kordahi M, Azoury F, Nasr DN, Nasr E, Noël G, Francis Z. An Explainable MRI-Radiomic Quantum Neural Network to Differentiate Between Large Brain Metastases and High-Grade Glioma Using Quantum Annealing for Feature Selection. J Digit Imaging 2023; 36:2335-2346. [PMID: 37507581 PMCID: PMC10584786 DOI: 10.1007/s10278-023-00886-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 06/11/2023] [Accepted: 07/17/2023] [Indexed: 07/30/2023] Open
Abstract
Solitary large brain metastases (LBM) and high-grade gliomas (HGG) are sometimes hard to differentiate on MRI. The management differs significantly between these two entities, and non-invasive methods that help differentiate between them are eagerly needed to avoid potentially morbid biopsies and surgical procedures. We explore herein the performance and interpretability of an MRI-radiomics variational quantum neural network (QNN) using a quantum-annealing mutual-information (MI) feature selection approach. We retrospectively included 423 patients with HGG and LBM (> 2 cm) who had a contrast-enhanced T1-weighted (CE-T1) MRI between 2012 and 2019. After exclusion, 72 HGG and 129 LBM were kept. Tumors were manually segmented, and a 5-mm peri-tumoral ring was created. MRI images were pre-processed, and 1813 radiomic features were extracted. A set of best features based on MI was selected. MI and conditional-MI were embedded into a quadratic unconstrained binary optimization (QUBO) formulation that was mapped to an Ising-model and submitted to D'Wave's quantum annealer to solve for the best combination of 10 features. The 10 selected features were embedded into a 2-qubits QNN using PennyLane library. The model was evaluated for balanced-accuracy (bACC) and area under the receiver operating characteristic curve (ROC-AUC) on the test set. The model performance was benchmarked against two classical models: dense neural networks (DNN) and extreme gradient boosting (XGB). Shapley values were calculated to interpret sample-wise predictions on the test set. The best 10-feature combination included 6 tumor and 4 ring features. For QNN, DNN, and XGB, respectively, training ROC-AUC was 0.86, 0.95, and 0.94; test ROC-AUC was 0.76, 0.75, and 0.79; and test bACC was 0.74, 0.73, and 0.72. The two most influential features were tumor Laplacian-of-Gaussian-GLRLM-Entropy and sphericity. We developed an accurate interpretable QNN model with quantum-informed feature selection to differentiate between LBM and HGG on CE-T1 brain MRI. The model performance is comparable to state-of-the-art classical models.
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Affiliation(s)
- Tony Felefly
- Radiation Oncology Department, Hôtel-Dieu de France Hospital, Saint Joseph University, Beirut, Lebanon.
- ICube Laboratory, University of Strasbourg, Strasbourg, France.
- Radiation Oncology Department, Hôtel-Dieu de Lévis, Lévis, QC, Canada.
| | - Camille Roukoz
- Radiation Oncology Department, Hôtel-Dieu de France Hospital, Saint Joseph University, Beirut, Lebanon
| | - Georges Fares
- Radiation Oncology Department, Hôtel-Dieu de France Hospital, Saint Joseph University, Beirut, Lebanon
- Physics Department, Saint Joseph University, Beirut, Lebanon
| | - Samir Achkar
- Radiation Oncology Department, Gustave Roussy Cancer Campus, 94805, Villejuif, France
| | - Sandrine Yazbeck
- Department of Radiology, University of Maryland School of Medicine, 655 W Baltimore St S, Baltimore, MD, 21201, USA
| | - Philippe Meyer
- Medical Physics Department, Institut de Cancérologie de Strasbourg (ICANS), 67200, Strasbourg, France
- IMAGeS Unit, IRIS Platform, ICube, University of Strasbourg, 67085, Strasbourg Cedex, France
| | | | - Fares Azoury
- Radiation Oncology Department, Hôtel-Dieu de France Hospital, Saint Joseph University, Beirut, Lebanon
| | - Dolly Nehme Nasr
- Radiation Oncology Department, Hôtel-Dieu de France Hospital, Saint Joseph University, Beirut, Lebanon
| | - Elie Nasr
- Radiation Oncology Department, Hôtel-Dieu de France Hospital, Saint Joseph University, Beirut, Lebanon
| | - Georges Noël
- Radiotherapy Department, Institut de Cancérologie de Strasbourg (ICANS), 67200, Strasbourg, France
- Radiobiology Department, IMIS Unit, IRIS Platform, ICube, University of Strasbourg, 67085, Strasbourg Cedex, France
- Faculty of Medicine, University of Strasbourg, 67000, Strasbourg, France
| | - Ziad Francis
- Physics Department, Saint Joseph University, Beirut, Lebanon
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Baenas N, Vega-García A, Manjarrez-Marmolejo J, Moreno DA, Feria-Romero IA. The preventive effects of broccoli bioactives against cancer: Evidence from a validated rat glioma model. Biomed Pharmacother 2023; 168:115720. [PMID: 37839110 DOI: 10.1016/j.biopha.2023.115720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 10/10/2023] [Accepted: 10/11/2023] [Indexed: 10/17/2023] Open
Abstract
The aggressive and incurable diffuse gliomas constitute 80% of malignant brain tumors, and patients succumb to recurrent surgeries and drug resistance. Epidemiological research indicates that substantial consumption of fruits and vegetables diminishes the risk of developing this tumor type. Broccoli consumption has shown beneficial effects in both cancer and neurodegenerative diseases. These effects are partially attributed to the isothiocyanate sulforaphane (SFN), which can regulate the Keap1/Nrf2/ARE signaling pathway, stimulate detoxifying enzymes, and activate cellular antioxidant defense processes. This study employs a C6 rat glioma model to assess the chemoprotective potential of aqueous extracts from broccoli seeds, sprouts, and inflorescences, all rich in SFN, and pure SFN as positive control. The findings reveal that administering a dose of 100 mg/kg of broccoli sprout aqueous extract and 0.1 mg/kg of SFN to animals for 30 days before introducing 1 × 104 cells effectively halts tumor growth and progression. This study underscores the significance of exploring foods abundant in bioactive compounds, such as derivatives of broccoli, for potential preventive integration into daily diets. Using broccoli sprouts as a natural defense against cancer development might seem idealistic, yet this investigation establishes that administering this extract proves to be a valuable approach in designing strategies for glioma prevention. Although the findings stem from a rat glioma model, they offer promising insights for subsequent preclinical and clinical research endeavors.
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Affiliation(s)
- Nieves Baenas
- Department of Food Technology, Food Science and Nutrition, Faculty of Veterinary Sciences, Regional Campus of International Excellence "Campus Mare Nostrum", University of Murcia, Espinardo, 30100 Murcia, Spain
| | - Angélica Vega-García
- Neurological Diseases Medical Research Unit, National Medical Center "Siglo XXI", IMSS, Av. Cuauhtémoc 330, Col. Doctores, 06720 Mexico City, Mexico
| | - Joaquín Manjarrez-Marmolejo
- Laboratory of Physiology of the Reticular Formation, National Institute of Neurology and Neurosurgery "Manuel Velasco Suárez", Insurgentes Sur 3877, La Fama, 14269 Mexico City, Mexico
| | - Diego A Moreno
- Phytochemistry and Healthy Food Lab (LabFAS), Department of Food Science Technology, Centro de Edafología y Biología Aplicada del Segura (CEBAS-CSIC), Campus de Espinardo - 25, 30100 Murcia, Spain.
| | - Iris A Feria-Romero
- Neurological Diseases Medical Research Unit, National Medical Center "Siglo XXI", IMSS, Av. Cuauhtémoc 330, Col. Doctores, 06720 Mexico City, Mexico.
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Wan S, Rodrigues DB, Kwiatkowski J, Khanna O, Judy KD, Goldstein RC, Overbeek Bloem M, Yu Y, Rooks SE, Shi W, Hurwitz MD, Stauffer PR. Evaluation of a Balloon Implant for Simultaneous Magnetic Nanoparticle Hyperthermia and High-Dose-Rate Brachytherapy of Brain Tumor Resection Cavities. Cancers (Basel) 2023; 15:5683. [PMID: 38067387 PMCID: PMC10705301 DOI: 10.3390/cancers15235683] [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: 10/11/2023] [Revised: 11/20/2023] [Accepted: 11/24/2023] [Indexed: 02/12/2024] Open
Abstract
Previous work has reported the design of a novel thermobrachytherapy (TBT) balloon implant to deliver magnetic nanoparticle (MNP) hyperthermia and high-dose-rate (HDR) brachytherapy simultaneously after brain tumor resection, thereby maximizing their synergistic effect. This paper presents an evaluation of the robustness of the balloon device, compatibility of its heat and radiation delivery components, as well as thermal and radiation dosimetry of the TBT balloon. TBT balloon devices with 1 and 3 cm diameter were evaluated when placed in an external magnetic field with a maximal strength of 8.1 kA/m at 133 kHz. The MNP solution (nanofluid) in the balloon absorbs energy, thereby generating heat, while an HDR source travels to the center of the balloon via a catheter to deliver the radiation dose. A 3D-printed human skull model was filled with brain-tissue-equivalent gel for in-phantom heating and radiation measurements around four 3 cm balloons. For the in vivo experiments, a 1 cm diameter balloon was surgically implanted in the brains of three living pigs (40-50 kg). The durability and robustness of TBT balloon implants, as well as the compatibility of their heat and radiation delivery components, were demonstrated in laboratory studies. The presence of the nanofluid, magnetic field, and heating up to 77 °C did not affect the radiation dose significantly. Thermal mapping and 2D infrared images demonstrated spherically symmetric heating in phantom as well as in brain tissue. In vivo pig experiments showed the ability to heat well-perfused brain tissue to hyperthermic levels (≥40 °C) at a 5 mm distance from the 60 °C balloon surface.
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Affiliation(s)
- Shuying Wan
- Department of Radiation Oncology, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA; (Y.Y.); (S.E.R.); (W.S.); (P.R.S.)
| | - Dario B. Rodrigues
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD 21201, USA;
| | | | - Omaditya Khanna
- Department of Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA; (O.K.); (K.D.J.)
| | - Kevin D. Judy
- Department of Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA; (O.K.); (K.D.J.)
| | | | | | - Yan Yu
- Department of Radiation Oncology, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA; (Y.Y.); (S.E.R.); (W.S.); (P.R.S.)
| | - Sophia E. Rooks
- Department of Radiation Oncology, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA; (Y.Y.); (S.E.R.); (W.S.); (P.R.S.)
| | - Wenyin Shi
- Department of Radiation Oncology, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA; (Y.Y.); (S.E.R.); (W.S.); (P.R.S.)
| | - Mark D. Hurwitz
- Radiation Medicine, Westchester Medical Center University Hospital, Valhalla, NY 10595, USA;
| | - Paul R. Stauffer
- Department of Radiation Oncology, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA; (Y.Y.); (S.E.R.); (W.S.); (P.R.S.)
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de la Fuente MI. Adult-type Diffuse Gliomas. Continuum (Minneap Minn) 2023; 29:1662-1679. [PMID: 38085893 DOI: 10.1212/con.0000000000001352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
OBJECTIVE This article highlights key aspects of the diagnosis and management of adult-type diffuse gliomas, including glioblastomas and IDH-mutant gliomas relevant to the daily practice of the general neurologist. LATEST DEVELOPMENTS The advances in molecular characterization of gliomas have translated into more accurate prognostication and tumor classification. Gliomas previously categorized by histological appearance solely as astrocytomas or oligodendrogliomas are now also defined by molecular features. Furthermore, ongoing clinical trials have incorporated these advances to tailor more effective treatments for specific glioma subtypes. ESSENTIAL POINTS Despite recent insights into the molecular aspects of gliomas, these tumors remain incurable. Care for patients with these complex tumors requires a multidisciplinary team in which the general neurologist has an important role. Efforts focus on translating the latest data into more effective therapies that can prolong survival.
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23
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Kamson DO, Puri S, Sang Y, Shi MJ, Blair L, Blakeley JO, Laterra J. Impact of Frontline Ivosidenib on Volumetric Growth Patterns in Isocitrate Dehydrogenase-mutant Astrocytic and Oligodendroglial Tumors. Clin Cancer Res 2023; 29:4863-4869. [PMID: 37382607 PMCID: PMC10756070 DOI: 10.1158/1078-0432.ccr-23-0585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 04/01/2023] [Accepted: 06/27/2023] [Indexed: 06/30/2023]
Abstract
PURPOSE Isocitrate dehydrogenase (IDH)-mutant gliomas are usually treated with radiotherapy and chemotherapy, which increases the risk for neurocognitive sequelae during patients' most productive years. We report our experience using off-label first-in-class mutant IDH1 inhibitor ivosidenib and its impact on tumor volume in IDH-mutant gliomas. EXPERIMENTAL DESIGN We retrospectively analyzed patients ages ≥18 years with radiation/chemotherapy-naïve, mutant IDH1, nonenhancing, radiographically active, grade 2/3 gliomas, and ≥2 pretreatment and ≥2 on-treatment ivosidenib MRIs. T2/FLAIR-based tumor volumes, growth rates, and progression-free survival (PFS) were analyzed. log-linear mixed-effect modeling of growth curves adjusted for grade, histology, and age was performed. RESULTS We analyzed 116 MRIs of 12 patients [10 males, median age 46 years (range: 26-60)]: 8 astrocytomas (50% grade 3) and 4 grade 2 oligodendrogliomas. Median on-drug follow-up was 13.2 months [interquartile range (IQR): 9.7-22.2]. Tolerability was 100%. A total of 50% of patients experienced ≥20% tumor volume reduction on-treatment and absolute growth rate was lower during treatment (-1.2 ± 10.6 cc/year) than before treatment (8.0 ± 7.7 cc/year; P ≤ 0.05). log-linear models in the Stable group (n = 9) showed significant growth before treatment (53%/year; P = 0.013), and volume reduction (-34%/year; P = 0.037) after 5 months on treatment. After treatment, volume curves were significantly lower than before treatment (after/before treatment ratio 0.5; P < 0.01). Median time-to-best response was 11.2 (IQR: 1.7-33.4) months, and 16.8 (IQR: 2.6-33.5) months in patients on drug for ≥1 year. PFS at 9 months was 75%. CONCLUSIONS Ivosidenib was well tolerated and induced a high volumetric response rate. Responders had significant reduction in tumor growth rates and volume reductions observed after a 5-month delay. Thus, ivosidenib appears useful to control tumor growth and delay more toxic therapies in IDH-mutant nonenhancing indolently growing gliomas. See related commentary by Lukas and Horbinski, p. 4709.
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Affiliation(s)
- David Olayinka Kamson
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
- Department of Neurology, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| | - Sushant Puri
- Department of Neurology, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Yingying Sang
- Department of Epidemiology, Johns Hopkins University, Bloomberg School of Public Health, Baltimore, MD, USA
| | - Meihui Jessica Shi
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| | - Lindsay Blair
- Department of Neurology, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| | - Jaishri O. Blakeley
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
- Department of Neurology, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| | - John Laterra
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
- Department of Neurology, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
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Moodi F, Khodadadi Shoushtari F, Ghadimi DJ, Valizadeh G, Khormali E, Salari HM, Ohadi MAD, Nilipour Y, Jahanbakhshi A, Rad HS. Glioma Tumor Grading Using Radiomics on Conventional MRI: A Comparative Study of WHO 2021 and WHO 2016 Classification of Central Nervous Tumors. J Magn Reson Imaging 2023. [PMID: 38031466 DOI: 10.1002/jmri.29146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 11/07/2023] [Accepted: 11/11/2023] [Indexed: 12/01/2023] Open
Abstract
BACKGROUND Glioma grading transformed in World Health Organization (WHO) 2021 CNS tumor classification, integrating molecular markers. However, the impact of this change on radiomics-based machine learning (ML) classifiers remains unexplored. PURPOSE To assess the performance of ML in classifying glioma tumor grades based on various WHO criteria. STUDY TYPE Retrospective. SUBJECTS A neuropathologist regraded gliomas of 237 patients into WHO 2016 and 2021 from 2007 criteria. FIELD STRENGTH/SEQUENCE Multicentric 0.5 to 3 Tesla; pre- and post-contrast T1-weighted, T2-weighted, and fluid-attenuated inversion recovery. ASSESSMENT Radiomic features were selected using random forest-recursive feature elimination. The synthetic minority over-sampling technique (SMOTE) was implemented for data augmentation. Stratified 10-fold cross-validation with and without SMOTE was used to evaluate 11 classifiers for 3-grade (2, 3, and 4; WHO 2016 and 2021) and 2-grade (low and high grade; WHO 2007 and 2021) classification. Additionally, we developed the models on data randomly divided into training and test sets (mixed-data analysis), or data divided based on the centers (independent-data analysis). STATISTICAL TESTS We assessed ML classifiers using sensitivity, specificity, accuracy, and the area under the receiver operating characteristic curve (AUC). Top performances were compared with a t-test and categorical data with the chi-square test using a significance level of P < 0.05. RESULTS In the mixed-data analysis, Stacking Classifier without SMOTE achieved the highest accuracy (0.86) and AUC (0.92) in 3-grade WHO 2021 grouping. The results of WHO 2021 were significantly better than WHO 2016 (P-value<0.0001). In the 2-grade analysis, ML achieved 1.00 in all metrics. In the independent-data analysis, ML classifiers showed strong discrimination between grade 2 and 4, despite lower performance metrics than the mixed analysis. DATA CONCLUSION ML algorithms performed better in glioma tumor grading based on WHO 2021 criteria. Nonetheless, the clinical use of ML classifiers needs further investigation. LEVEL OF EVIDENCE 3 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- Farzan Moodi
- Quantitative MR Imaging and Spectroscopy Group (QMISG), Tehran University of Medical Sciences, Tehran, Iran
- School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | | | - Delaram J Ghadimi
- Quantitative MR Imaging and Spectroscopy Group (QMISG), Tehran University of Medical Sciences, Tehran, Iran
- School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Gelareh Valizadeh
- Quantitative MR Imaging and Spectroscopy Group (QMISG), Tehran University of Medical Sciences, Tehran, Iran
| | - Ehsan Khormali
- Student Research Committee, School of Medicine, Mazandaran University of Medical Sciences, Sari, Iran
| | - Hanieh Mobarak Salari
- Quantitative MR Imaging and Spectroscopy Group (QMISG), Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Amin Dabbagh Ohadi
- Interdisciplinary Neuroscience Research Program, Tehran University of Medical Sciences, Tehran, Iran
- Departments of Pediatric Neurosurgery Children's Medical Center Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Yalda Nilipour
- Pediatric Pathology Research Center, Research Institute of Children's Health, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Amin Jahanbakhshi
- Stem Cell and Regenerative Medicine Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Hamidreza Saligheh Rad
- Quantitative MR Imaging and Spectroscopy Group (QMISG), Tehran University of Medical Sciences, Tehran, Iran
- Department of Medical Physics and Biomedical Engineering, Tehran University of Medical Sciences, Tehran, Iran
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Lenffer B, Ruben J, Senthi S, Millar J, Ong WL. Management and outcomes of glioblastoma: 20-year experience in a single Australian institution. J Med Imaging Radiat Oncol 2023. [PMID: 37997616 DOI: 10.1111/1754-9485.13607] [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: 09/26/2023] [Accepted: 11/09/2023] [Indexed: 11/25/2023]
Abstract
INTRODUCTION We aimed to evaluate the changing patterns in the management of glioblastoma (GBM) and impact on survival outcomes over a 20-year period. METHODS This is a retrospective study of patients diagnosed with GBM between 2001 and 2020, who had radiation therapy (RT) in an Australian institution. The primary outcomes were changes in treatment modalities (including surgery, RT, and chemotherapy) over time and overall survival (OS). Multivariable Cox regressions were used to evaluate factors associated with OS, including age, sex, ECOG performance status, treatment modalities, treatment facility, and year of treatment. RESULTS 1079 patients were included in this study. Thirty-five per cent of patients had gross total resection, increasing from 31% in 2001-2005 to 45% in 2016-2020 (P < 0.001). Sixty-four per cent of patients had ≥60 Gy RT, increasing from 57% in 2001-2005 to 66% in 2016-2020 (P < 0.001). Seventy-five per cent of patients had chemotherapy, increasing from 22% in 2001-2005 to 89% in 2016-2020 (P < 0.001). Treatment received varied based on patients' age and ECOG performance status. The median OS for the entire cohort was 13.0 months (95% CI = 12.0-13.7). Median OS in patients who had maximal treatment (i.e., gross total resection, ≥60 Gy RT and chemotherapy) was 20.6 months (95% CI = 17.3-22.8). In multivariable analyses, age, sex, treatment facility, extent of surgical resection, RT dose, and chemotherapy use were associated with OS. CONCLUSION This is one of the largest Australian series on the management and outcomes of GBM spanning a 20-year period. We observed improvement in OS over time, which is likely associated with evolving treatment options over the study period.
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Affiliation(s)
- Bianca Lenffer
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
| | - Jeremy Ruben
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Sashendra Senthi
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Jeremy Millar
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Wee Loon Ong
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
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Guo J, Fu X, Li Y, Ming H, Lin Y, Yu S, Wei H, Sun C, Zhang K, Yang X. Ultra high b-value diffusion weighted imaging enables better molecular grading stratification over histological grading in adult-type diffuse glioma. Eur J Radiol 2023; 168:111140. [PMID: 37832200 DOI: 10.1016/j.ejrad.2023.111140] [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: 05/31/2023] [Revised: 09/22/2023] [Accepted: 10/05/2023] [Indexed: 10/15/2023]
Abstract
PURPOSE Accurate preoperative radiological staging of adult-type diffuse glioma is crucial for effective prognostic stratification and selection of appropriate therapeutic interventions. The purpose of this study was to compare the effectiveness of apparent diffusion coefficient (ADC) maps generated from ultrahigh b-value diffusion-weighted imaging (DWI) for molecular grading with that for histological grading of adult-type diffuse glioma, and to evaluate the correlation between these ADC maps and molecular and histological biomarkers. METHODS This study retrospectively enrolled forty adult-type diffuse glioma patients, diagnosed using the 2021 WHO classification criteria. Preoperative imaging data, including multiple b-value DWI and conventional magnetic resonance imaging, were collected. Tumors were graded using both histological and molecular criteria. Histogram analysis was conducted to generate 14 parameters for each tumor. Receiver operating characteristic curves and the area under the curve (AUC) were used to evaluate tumor grading and molecular status differentiation. Analysis of histological biomarkers was performed by calculating the Pearson and Spearman correlation coefficients of continuous and hierarchical variables, respectively. RESULTS The intensity-related parameters for molecular grading were found to be superior to those for histological grading for the identification of WHO grade 4 (WHO4) adult-type diffuse glioma. The AUC of both grading systems increased with increasing b-values, with ADC8000-based histogram parameters showing the best results (molecular grading, square root: AUC = 0.897; histological grading, median: AUC = 0.737). The intensity-related parameters could also differentiate molecular WHO4 gliomas from histologically lower-grade gliomas (ADC8000-based square root: AUC = 0.919), and different ADC8000-based kurtosis was observed between molecular and histological WHO4 gliomas (AUC = 0.833). Significant correlations between the Ki-67 index and molecular status prediction for IDH, CDKN2A, and EGFR were also demonstrated. CONCLUSION The histogram parameters derived from high b-value ADC maps were found to be more effective for differentiating molecular grades of WHO4 adult-type diffuse glioma than for differentiating histological grades.
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Affiliation(s)
- Jiahe Guo
- Department of Neurosurgery, Tianjin Medical University General Hospital, Tianjin, China
| | - Xiuwei Fu
- Department of Radiology, Tianjin Medical University General Hospital, Tianjin, China
| | - Yiming Li
- Department of Neurosurgery, Tianjin Medical University General Hospital, Tianjin, China
| | - Haolang Ming
- Department of Neurosurgery, Tianjin Medical University General Hospital, Tianjin, China
| | - Yu Lin
- Department of Neurosurgery, Tianjin Medical University General Hospital, Tianjin, China
| | - Shengping Yu
- Department of Neurosurgery, Tianjin Medical University General Hospital, Tianjin, China
| | - Huijie Wei
- Department of Neurosurgery, Tianjin Medical University General Hospital, Tianjin, China
| | - Cuiyun Sun
- Department of Neuropathology, Tianjin Medical University General Hospital, Tianjin, China
| | - Kai Zhang
- Department of Neurosurgery, Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing, China; Institute for Intelligent Healthcare, Tsinghua University, Beijing, China
| | - Xuejun Yang
- Department of Neurosurgery, Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing, China; Institute for Intelligent Healthcare, Tsinghua University, Beijing, China.
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Maas RR, Soukup K, Fournier N, Massara M, Galland S, Kornete M, Wischnewski V, Lourenco J, Croci D, Álvarez-Prado ÁF, Marie DN, Lilja J, Marcone R, Calvo GF, Santalla Mendez R, Aubel P, Bejarano L, Wirapati P, Ballesteros I, Hidalgo A, Hottinger AF, Brouland JP, Daniel RT, Hegi ME, Joyce JA. The local microenvironment drives activation of neutrophils in human brain tumors. Cell 2023; 186:4546-4566.e27. [PMID: 37769657 DOI: 10.1016/j.cell.2023.08.043] [Citation(s) in RCA: 23] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 07/11/2023] [Accepted: 08/31/2023] [Indexed: 10/03/2023]
Abstract
Neutrophils are abundant immune cells in the circulation and frequently infiltrate tumors in substantial numbers. However, their precise functions in different cancer types remain incompletely understood, including in the brain microenvironment. We therefore investigated neutrophils in tumor tissue of glioma and brain metastasis patients, with matched peripheral blood, and herein describe the first in-depth analysis of neutrophil phenotypes and functions in these tissues. Orthogonal profiling strategies in humans and mice revealed that brain tumor-associated neutrophils (TANs) differ significantly from blood neutrophils and have a prolonged lifespan and immune-suppressive and pro-angiogenic capacity. TANs exhibit a distinct inflammatory signature, driven by a combination of soluble inflammatory mediators including tumor necrosis factor alpha (TNF-ɑ) and Ceruloplasmin, which is more pronounced in TANs from brain metastasis versus glioma. Myeloid cells, including tumor-associated macrophages, emerge at the core of this network of pro-inflammatory mediators, supporting the concept of a critical myeloid niche regulating overall immune suppression in human brain tumors.
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Affiliation(s)
- Roeltje R Maas
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland; Neuroscience Research Center, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland; Department of Neurosurgery, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Klara Soukup
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland
| | - Nadine Fournier
- Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; Translational Data Science Group, Swiss Institute of Bioinformatics, Lausanne 1011, Switzerland; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne 1011, Switzerland
| | - Matteo Massara
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Sabine Galland
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland; Department of Oncology, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Mara Kornete
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland
| | - Vladimir Wischnewski
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Joao Lourenco
- Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; Translational Data Science Group, Swiss Institute of Bioinformatics, Lausanne 1011, Switzerland
| | - Davide Croci
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland
| | - Ángel F Álvarez-Prado
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Damien N Marie
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland
| | - Johanna Lilja
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland
| | - Rachel Marcone
- Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; Translational Data Science Group, Swiss Institute of Bioinformatics, Lausanne 1011, Switzerland
| | - Gabriel F Calvo
- Department of Mathematics & MOLAB-Mathematical Oncology Laboratory, University of Castilla-La Mancha, Ciudad Real 13071, Spain
| | - Rui Santalla Mendez
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Pauline Aubel
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Leire Bejarano
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Pratyaksha Wirapati
- Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne 1011, Switzerland
| | - Iván Ballesteros
- Program of Cardiovascular Regeneration, Centro Nacional de Investigaciones Cardiovasculares Carlos III, Madrid 28029, Spain
| | - Andrés Hidalgo
- Program of Cardiovascular Regeneration, Centro Nacional de Investigaciones Cardiovasculares Carlos III, Madrid 28029, Spain; Vascular Biology and Therapeutics Program and Department of Immunobiology, Yale University School of Medicine, New Haven, CT 06519, USA
| | - Andreas F Hottinger
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; Department of Oncology, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Jean-Philippe Brouland
- Department of Pathology, Centre Hospitalier Universitaire Vaudois, University of Lausanne, Lausanne 1011, Switzerland
| | - Roy T Daniel
- L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland; Department of Neurosurgery, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Monika E Hegi
- L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland; Neuroscience Research Center, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland; Department of Neurosurgery, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Johanna A Joyce
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland.
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Felistia Y, Wen PY. Molecular Profiling and Targeted Therapies in Gliomas. Curr Neurol Neurosci Rep 2023; 23:627-636. [PMID: 37812369 DOI: 10.1007/s11910-023-01299-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/16/2023] [Indexed: 10/10/2023]
Abstract
PURPOSE OF REVIEW Molecular profiling enables the evaluation of genetic alterations for the diagnosis and classification of gliomas and the selection of appropriate therapies. This review summarizes the current role of molecular profiling and targeted therapies for gliomas. RECENT FINDINGS Molecular profiling is an integral part of the 2021 WHO classification of gliomas. Progress in the development of targeted therapies remains limited due to many factors including the presence of the blood-brain barrier and issues of tumor heterogeneity. Nonetheless, advances have been made with the IDH1/2 inhibitor vorasidenib for IDH-mutant grade 2 gliomas, the combination of dabrafenib and trametinib for BRAFV600E mutated gliomas, and the therapies for subsets of patients with fusions and H3K27M-altered diffuse midline gliomas. While there has been progress in the use of molecular profiling for the classification and treatment of gliomas, much work remains for targeted therapies to realize their potential.
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Affiliation(s)
- Yuli Felistia
- Neuro-Oncology Division, National Brain Center Hospital, Jakarta, Indonesia
| | - Patrick Y Wen
- Center For Neuro-Oncology, Dana-Farber Cancer Institute, Division of Neuro-Oncology, Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, 450 Brookline Avenue, Boston, MA, 02215, USA.
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29
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Kim GJ, Lee T, Ahn S, Uh Y, Kim SH. Efficient diagnosis of IDH-mutant gliomas: 1p/19qNET assesses 1p/19q codeletion status using weakly-supervised learning. NPJ Precis Oncol 2023; 7:94. [PMID: 37717080 PMCID: PMC10505231 DOI: 10.1038/s41698-023-00450-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 09/05/2023] [Indexed: 09/18/2023] Open
Abstract
Accurate identification of molecular alterations in gliomas is crucial for their diagnosis and treatment. Although, fluorescence in situ hybridization (FISH) allows for the observation of diverse and heterogeneous alterations, it is inherently time-consuming and challenging due to the limitations of the molecular method. Here, we report the development of 1p/19qNET, an advanced deep-learning network designed to predict fold change values of 1p and 19q chromosomes and classify isocitrate dehydrogenase (IDH)-mutant gliomas from whole-slide images. We trained 1p/19qNET on next-generation sequencing data from a discovery set (DS) of 288 patients and utilized a weakly-supervised approach with slide-level labels to reduce bias and workload. We then performed validation on an independent validation set (IVS) comprising 385 samples from The Cancer Genome Atlas, a comprehensive cancer genomics resource. 1p/19qNET outperformed traditional FISH, achieving R2 values of 0.589 and 0.547 for the 1p and 19q arms, respectively. As an IDH-mutant glioma classifier, 1p/19qNET attained AUCs of 0.930 and 0.837 in the DS and IVS, respectively. The weakly-supervised nature of 1p/19qNET provides explainable heatmaps for the results. This study demonstrates the successful use of deep learning for precise determination of 1p/19q codeletion status and classification of IDH-mutant gliomas as astrocytoma or oligodendroglioma. 1p/19qNET offers comparable results to FISH and provides informative spatial information. This approach has broader applications in tumor classification.
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Affiliation(s)
- Gi Jeong Kim
- Department of Pathology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Medicine, Yonsei University Graduate School, Seoul, Republic of Korea
| | - Tonghyun Lee
- Department of Artificial Intelligence, Yonsei University College of Computing, Seoul, Republic of Korea
| | - Sangjeong Ahn
- Department of Pathology, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Youngjung Uh
- Department of Artificial Intelligence, Yonsei University College of Computing, Seoul, Republic of Korea.
| | - Se Hoon Kim
- Department of Pathology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
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30
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Ehret F, Wolfgang J, Allwohn L, Onken J, Wasilewski D, Roohani S, Oertel J, Zips D, Kaul D. Outcomes of Isocitrate Dehydrogenase Wild Type Glioblastoma after Re-irradiation. Clin Transl Radiat Oncol 2023; 42:100653. [PMID: 37502699 PMCID: PMC10369398 DOI: 10.1016/j.ctro.2023.100653] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 06/04/2023] [Accepted: 06/06/2023] [Indexed: 07/29/2023] Open
Abstract
Purpose Glioblastomas (GBM) are the most common malignant primary brain tumors in adults and have a dismal prognosis. Patients frequently suffer from local tumor recurrences, with limited therapeutic options. Re-irradiation represents a possible intervention, but given the recent 5th edition of the World Health Organization classification of central nervous system tumors, studies in isocitrate dehydrogenase wild type (IDH-wt) cohorts undergoing a second course of radiotherapy remain limited. Herein, we sought to describe our institutional experience and outcomes after GBM IDH-wt re-irradiation. Materials and Methods GBM patients with confirmed IDH-wt status undergoing re-irradiation were included in this single-center, retrospective analysis. Results A total of 88 patients were analyzed. The median clinical and radiographic follow-up periods were 4.6 months and 4.4 months, respectively. Most patients had a Karnofsky performance status of at least 80% (n = 57). The median biologically effective dose and 2 Gy equivalent dose (EQD2) for re-irradiations, assuming an α/β ratio of 10 Gy for GBM, were 51.4 and 42.8 Gy, respectively. In total, 71 deaths were recorded. The median overall survival (OS) was 8.0 months. Multivariable Cox regression of OS revealed a positive influence of gross total resection vs. biopsy or no resection (hazard ratio: 0.43, p = 0.02). The median progression-free survival (PFS) was 5.9 months. The multivariable Cox regression for PFS did not detect any significant factors. No clear evidence of radiation necrosis was recorded during the available follow-up. However, only a minority (n = 4) of patients underwent surgery after re-irradiation, none showing histopathological proof of radiation necrosis. Conclusion The prognosis for recurrent IDH-wt GBM after re-irradiation is poor. Patients who are amenable and able to undergo re-resection may have a favorable OS. A second course of radiotherapy with a moderate cumulative EQD2 and small- to medium-sized planning target volumes appeared safe regarding the occurrence of radiation necrosis.
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Affiliation(s)
- Felix Ehret
- Berlin Institute of Health at Charité – Universitätsmedizin Berlin, Berlin, Germany
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Radiation Oncology, Berlin, Germany
- Charité – Universitätsmedizin Berlin, Berlin, Germany; German Cancer Consortium (DKTK), partner site Berlin, and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Josy Wolfgang
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Radiation Oncology, Berlin, Germany
| | - Luisa Allwohn
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Radiation Oncology, Berlin, Germany
| | - Julia Onken
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Neurosurgery, Berlin, Germany
| | - David Wasilewski
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Neurosurgery, Berlin, Germany
| | - Siyer Roohani
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Radiation Oncology, Berlin, Germany
- Charité – Universitätsmedizin Berlin, Berlin, Germany; German Cancer Consortium (DKTK), partner site Berlin, and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Joachim Oertel
- Department of Neurosurgery, Saarland University Hospital, Saarland University, Homburg, Germany
| | - Daniel Zips
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Radiation Oncology, Berlin, Germany
- Charité – Universitätsmedizin Berlin, Berlin, Germany; German Cancer Consortium (DKTK), partner site Berlin, and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - David Kaul
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Radiation Oncology, Berlin, Germany
- Charité – Universitätsmedizin Berlin, Berlin, Germany; German Cancer Consortium (DKTK), partner site Berlin, and German Cancer Research Center (DKFZ), Heidelberg, Germany
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31
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Mellinghoff IK, van den Bent MJ, Blumenthal DT, Touat M, Peters KB, Clarke J, Mendez J, Yust-Katz S, Welsh L, Mason WP, Ducray F, Umemura Y, Nabors B, Holdhoff M, Hottinger AF, Arakawa Y, Sepulveda JM, Wick W, Soffietti R, Perry JR, Giglio P, de la Fuente M, Maher EA, Schoenfeld S, Zhao D, Pandya SS, Steelman L, Hassan I, Wen PY, Cloughesy TF. Vorasidenib in IDH1- or IDH2-Mutant Low-Grade Glioma. N Engl J Med 2023; 389:589-601. [PMID: 37272516 DOI: 10.1056/nejmoa2304194] [Citation(s) in RCA: 99] [Impact Index Per Article: 99.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
BACKGROUND Isocitrate dehydrogenase (IDH)-mutant grade 2 gliomas are malignant brain tumors that cause considerable disability and premature death. Vorasidenib, an oral brain-penetrant inhibitor of mutant IDH1 and IDH2 enzymes, showed preliminary activity in IDH-mutant gliomas. METHODS In a double-blind, phase 3 trial, we randomly assigned patients with residual or recurrent grade 2 IDH-mutant glioma who had undergone no previous treatment other than surgery to receive either oral vorasidenib (40 mg once daily) or matched placebo in 28-day cycles. The primary end point was imaging-based progression-free survival according to blinded assessment by an independent review committee. The key secondary end point was the time to the next anticancer intervention. Crossover to vorasidenib from placebo was permitted on confirmation of imaging-based disease progression. Safety was also assessed. RESULTS A total of 331 patients were assigned to receive vorasidenib (168 patients) or placebo (163 patients). At a median follow-up of 14.2 months, 226 patients (68.3%) were continuing to receive vorasidenib or placebo. Progression-free survival was significantly improved in the vorasidenib group as compared with the placebo group (median progression-free survival, 27.7 months vs. 11.1 months; hazard ratio for disease progression or death, 0.39; 95% confidence interval [CI], 0.27 to 0.56; P<0.001). The time to the next intervention was significantly improved in the vorasidenib group as compared with the placebo group (hazard ratio, 0.26; 95% CI, 0.15 to 0.43; P<0.001). Adverse events of grade 3 or higher occurred in 22.8% of the patients who received vorasidenib and in 13.5% of those who received placebo. An increased alanine aminotransferase level of grade 3 or higher occurred in 9.6% of the patients who received vorasidenib and in no patients who received placebo. CONCLUSIONS In patients with grade 2 IDH-mutant glioma, vorasidenib significantly improved progression-free survival and delayed the time to the next intervention. (Funded by Servier; INDIGO ClinicalTrials.gov number, NCT04164901.).
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Affiliation(s)
- Ingo K Mellinghoff
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Martin J van den Bent
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Deborah T Blumenthal
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Mehdi Touat
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Katherine B Peters
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Jennifer Clarke
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Joe Mendez
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Shlomit Yust-Katz
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Liam Welsh
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Warren P Mason
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - François Ducray
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Yoshie Umemura
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Burt Nabors
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Matthias Holdhoff
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Andreas F Hottinger
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Yoshiki Arakawa
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Juan M Sepulveda
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Wolfgang Wick
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Riccardo Soffietti
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - James R Perry
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Pierre Giglio
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Macarena de la Fuente
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Elizabeth A Maher
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Steven Schoenfeld
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Dan Zhao
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Shuchi S Pandya
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Lori Steelman
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Islam Hassan
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Patrick Y Wen
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
| | - Timothy F Cloughesy
- From Memorial Sloan Kettering Cancer Center, New York (I.K.M.); the Brain Tumor Center, Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.B.); Tel Aviv Medical Center, Tel Aviv University, Tel Aviv (D.T.B., S.Y.-K.), and the Davidoff Cancer Center, Rabin Medical Center, Petah Tikva (S.Y.-K.) - both in Israel; Sorbonne Université, Institut du Cerveau, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires la Pitié Salpêtrière-Charles Foix, Paris (M.T.), and Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Centre de Recherche en Cancérologie de Lyon, Lyon (F.D.) - both in France; Duke University Medical Center, Durham, NC (K.B.P.); the University of California, San Francisco, San Francisco (J.C.); Huntsman Cancer Institute, University of Utah, Salt Lake City (J.M.); the Royal Marsden Hospital, London (L.W.); Princess Margaret Cancer Centre (W.P.M.), and Sunnybrook Health Sciences Centre (J.R.P.), University of Toronto (W.P.M.) - both in Toronto; the University of Michigan Comprehensive Cancer Center, Ann Arbor (Y.U.); the University of Alabama at Birmingham, Birmingham (B.N.); Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (M.H.); Lundin Family Brain Tumor Research Center, University Hospital of Lausanne, and the University of Lausanne - both in Lausanne, Switzerland (A.F.H.); Kyoto University Graduate School of Medicine, Kyoto, Japan (Y.A.); Hospital Universitario 12 de Octubre, Madrid (J.M.S.); Universitätsklinikum Heidelberg and the German Cancer Research Center - both in Heidelberg, Germany (W.W.); the University of Turin, Turin, Italy (R.S.); Ohio State University Wexner Medical Center, Columbus (P.G.); Sylvester Comprehensive Cancer Center and the Department of Neurology, University of Miami, Miami (M.F.); University of Texas Southwestern Medical Center, Dallas (E.A.M.); Servier Pharmaceuticals (S.S., D.Z., S.S.P., L.S., I.H.) and Dana-Farber Cancer Institute (P.Y.W.) - both in Boston; and the University of California, Los Angeles, Los Angeles (T.F.C.)
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Sun Z, Wu X, Tao R, Zhang T, Liu X, Wang J, Wan H, Zheng S, Zhao X, Zhang Z, Yang P. Prediction of IDH mutation status of glioma based on terahertz spectral data. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2023; 295:122629. [PMID: 36958244 DOI: 10.1016/j.saa.2023.122629] [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: 11/03/2022] [Revised: 02/07/2023] [Accepted: 03/12/2023] [Indexed: 06/18/2023]
Abstract
Gliomas are the most common type of primary tumor in the central nervous system in adults. Isocitrate dehydrogenase (IDH) mutation status is an important molecular biomarker for adult diffuse gliomas. In this study, we were aiming to predict IDH mutation status based on terahertz time-domain spectroscopy technology. Ninety-two frozen sections of glioma tissue from nine patients were included, and terahertz spectroscopy data were obtained. Through Least Absolute Shrinkage and Selection Operator (LASSO), Principal component analysis (PCA), and Random forest (RF) algorithms, a predictive model for predicting IDH mutation status in gliomas was established based on the terahertz spectroscopy dataset with an AUC of 0.844. These results indicate that gliomas with different IDH mutation status have different terahertz spectral features, and the use of terahertz spectroscopy can establish a predictive model of IDH mutation status, providing a new way for glioma research.
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Affiliation(s)
- Zhiyan Sun
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Xianhao Wu
- School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China
| | - Rui Tao
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Tianyao Zhang
- School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China; Beijing Engineering Research Center of Industrial Spectrum Imaging, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China
| | - Xing Liu
- Department of Pathology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Jiangfei Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Haibin Wan
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Shaowen Zheng
- School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China
| | - Xiaoyan Zhao
- School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China; Shunde Innovation School, University of Science and Technology Beijing, Foshan, China.
| | - Zhaohui Zhang
- School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China; Beijing Engineering Research Center of Industrial Spectrum Imaging, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China.
| | - Pei Yang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
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Moore-Palhares D, Chen H, Keith J, Wang M, Myrehaug S, Tseng CL, Detsky J, Perry J, Lim-Fat MJ, Heyn C, Maralani P, Lipsman N, Das S, Sahgal A, Soliman H. Re-irradiation for recurrent high-grade glioma: an analysis of prognostic factors for survival and predictors of radiation necrosis. J Neurooncol 2023; 163:541-551. [PMID: 37256526 DOI: 10.1007/s11060-023-04340-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Accepted: 05/11/2023] [Indexed: 06/01/2023]
Abstract
PURPOSE Recurrent high-grade glioma (rHGG) is a heterogeneous population, and the ideal patient selection for re-irradiation (re-RT) has yet to be established. This study aims to identify prognostic factors for rHGG patients treated with re-RT. METHODS We retrospectively reviewed consecutive adults with rHGG who underwent re-RT from 2009 to 2020 from our institutional database. The primary objective was overall survival (OS). Secondary endpoints included prognostic factors for early death (< 6 months after re-RT) and predictors of radiation necrosis (RN). RESULTS For the 79 patients identified, the median OS after re-RT was 9.9 months (95% CI 8.3-11.6). On multivariate analyses, re-resection at progression (HR 0.56, p = 0.027), interval from primary treatment to first progression ≥ 16.3 months (HR 0.61, p = 0.034), interval from primary treatment to re-RT ≥ 23.9 months (HR 0.35, p < 0.001), and re-RT PTV volume < 112 cc (HR 0.27, p < 0.001) were prognostic for improved OS. Patients who had unmethylated-MGMT tumours (OR 12.4, p = 0.034), ≥ 3 prior systemic treatment lines (OR 29.1, p = 0.022), interval to re-RT < 23.9 months (OR 9.0, p = 0.039), and re-RT PTV volume ≥ 112 cc (OR 17.8, p = 0.003) were more likely to die within 6 months of re-RT. The cumulative incidence of RN was 11.4% (95% CI 4.3-18.5) at 12 months. Concurrent bevacizumab use (HR < 0.001, p < 0.001) and cumulative equivalent dose in 2 Gy fractions (EQD2, α/β = 2) < 99 Gy2 (HR < 0.001, p < 0.001) were independent protective factors against RN. Re-RT allowed for less corticosteroid dependency. Sixty-six percent of failures after re-RT were in-field. CONCLUSION We observe favorable OS rates following re-RT and identified prognostic factors, including methylation status, that can assist in patient selection and clinical trial design. Concurrent use of bevacizumab mitigated the risk of RN.
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Affiliation(s)
- Daniel Moore-Palhares
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada
| | - Hanbo Chen
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada
| | - Julia Keith
- Department of Laboratory Medicine and Molecular Diagnostics, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Michael Wang
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada
| | - Sten Myrehaug
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada
| | - Chia-Lin Tseng
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada
| | - Jay Detsky
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada
| | - James Perry
- Division of Neurology, Department of Medicine Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Mary Jane Lim-Fat
- Division of Neurology, Department of Medicine Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Chris Heyn
- Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Pejman Maralani
- Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Nir Lipsman
- Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Sunit Das
- Division of Neurosurgery, St. Michael's Hospital, University of Toronto, Toronto, ON, Canada
| | - Arjun Sahgal
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada
| | - Hany Soliman
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Ave, Toronto, ON, M4N 3M5, Canada.
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Yuile A, Satgunaseelan L, Wei JQ, Rodriguez M, Back M, Pavlakis N, Hudson A, Kastelan M, Wheeler HR, Lee A. CDKN2A/B Homozygous Deletions in Astrocytomas: A Literature Review. Curr Issues Mol Biol 2023; 45:5276-5292. [PMID: 37504251 PMCID: PMC10378679 DOI: 10.3390/cimb45070335] [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: 05/31/2023] [Revised: 06/14/2023] [Accepted: 06/20/2023] [Indexed: 07/29/2023] Open
Abstract
Genomic alterations of CDKN2A and CDKN2B in astrocytomas have been an evolving area of study for decades. Most recently, there has been considerable interest in the effect of CDKN2A and/or CDKN2B (CDKN2A/B) homozygous deletions (HD) on the prognosis of isocitrate dehydrogenase (IDH)-mutant astrocytomas. This is highlighted by the adoption of CDKN2A/B HD as an essential criterion for astrocytoma and IDH-mutant central nervous system (CNS) WHO grade 4 in the fifth edition of the World Health Organisation (WHO) Classification of Central Nervous System Tumours (2021). The CDKN2A and CDKN2B genes are located on the short arm of chromosome 9. CDKN2A encodes for two proteins, p14 and p16, and CDKN2B encodes for p15. These proteins regulate cell growth and angiogenesis. Interpreting the impact of CDKN2A/B alterations on astrocytoma prognosis is complicated by recent changes in tumour classification and a lack of uniform standards for testing CDKN2A/B. While the prognostic impact of CDKN2A/B HD is established, the role of different CDKN2A/B alterations-heterozygous deletions (HeD), point mutations, and promoter methylation-is less clear. Consequently, how these alternations should be incorporated into patient management remains controversial. To this end, we reviewed the literature on different CDKN2A/B alterations in IDH-mutant astrocytomas and their impact on diagnosis and management. We also provided a historical review of the changing impact of CDKN2A/B alterations as glioma classification has evolved over time. Through this historical context, we demonstrate that CDKN2A/B HD is an important negative prognostic marker in IDH-mutant astrocytomas; however, the historical data is challenging to interpret given changes in tumour classification over time, variation in the quality of evidence, and variations in the techniques used to identify CDKN2A/B deletions. Therefore, future prospective studies using uniform classification and detection techniques are required to improve the clinical interpretation of this molecular marker.
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Affiliation(s)
- Alexander Yuile
- Department of Medical Oncology, Royal North Shore Hospital, Sydney, NSW 2065, Australia
- Faculty of Medicine and Health, School of Medicine, University of Sydney, Camperdown Campus, Sydney, NSW 2000, Australia
- The Brain Cancer Group, North Shore Private Hospital, Sydney, NSW 2065, Australia
| | - Laveniya Satgunaseelan
- Faculty of Medicine and Health, School of Medicine, University of Sydney, Camperdown Campus, Sydney, NSW 2000, Australia
- Department of Neuropathology, Royal Prince Alfred Hospital, Sydney, NSW 2050, Australia
| | - Joe Q Wei
- Department of Medical Oncology, Royal North Shore Hospital, Sydney, NSW 2065, Australia
- Faculty of Medicine and Health, School of Medicine, University of Sydney, Camperdown Campus, Sydney, NSW 2000, Australia
| | - Michael Rodriguez
- Department of Medical Oncology, Royal North Shore Hospital, Sydney, NSW 2065, Australia
- The Brain Cancer Group, North Shore Private Hospital, Sydney, NSW 2065, Australia
- Department of Pathology, Prince of Wales Hospital, Sydney, NSW 2065, Australia
| | - Michael Back
- Faculty of Medicine and Health, School of Medicine, University of Sydney, Camperdown Campus, Sydney, NSW 2000, Australia
- The Brain Cancer Group, North Shore Private Hospital, Sydney, NSW 2065, Australia
- Department of Radiation Oncology, Royal North Shore Hospital, Sydney, NSW 2065, Australia
| | - Nick Pavlakis
- Department of Medical Oncology, Royal North Shore Hospital, Sydney, NSW 2065, Australia
- Faculty of Medicine and Health, School of Medicine, University of Sydney, Camperdown Campus, Sydney, NSW 2000, Australia
| | - Amanda Hudson
- Faculty of Medicine and Health, School of Medicine, University of Sydney, Camperdown Campus, Sydney, NSW 2000, Australia
| | - Marina Kastelan
- Department of Medical Oncology, Royal North Shore Hospital, Sydney, NSW 2065, Australia
- The Brain Cancer Group, North Shore Private Hospital, Sydney, NSW 2065, Australia
| | - Helen R Wheeler
- Department of Medical Oncology, Royal North Shore Hospital, Sydney, NSW 2065, Australia
- Faculty of Medicine and Health, School of Medicine, University of Sydney, Camperdown Campus, Sydney, NSW 2000, Australia
- The Brain Cancer Group, North Shore Private Hospital, Sydney, NSW 2065, Australia
| | - Adrian Lee
- Department of Medical Oncology, Royal North Shore Hospital, Sydney, NSW 2065, Australia
- Faculty of Medicine and Health, School of Medicine, University of Sydney, Camperdown Campus, Sydney, NSW 2000, Australia
- The Brain Cancer Group, North Shore Private Hospital, Sydney, NSW 2065, Australia
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Gilhodes J, Meola A, Cabarrou B, Peyraga G, Dehais C, Figarella-Branger D, Ducray F, Maurage CA, Loussouarn D, Uro-Coste E, Cohen-Jonathan Moyal E. A Multigene Signature Associated with Progression-Free Survival after Treatment for IDH Mutant and 1p/19q Codeleted Oligodendrogliomas. Cancers (Basel) 2023; 15:3067. [PMID: 37370678 DOI: 10.3390/cancers15123067] [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: 04/25/2023] [Revised: 05/30/2023] [Accepted: 06/01/2023] [Indexed: 06/29/2023] Open
Abstract
BACKGROUND IDH mutant and 1p/19q codeleted oligodendrogliomas are the gliomas associated with the best prognosis. However, despite their sensitivity to treatment, patient survival remains heterogeneous. We aimed to identify gene expressions associated with response to treatment from a national cohort of patients with oligodendrogliomas, all treated with radiotherapy +/- chemotherapy. METHODS We extracted total RNA from frozen tumor samples and investigated enriched pathways using KEGG and Reactome databases. We applied a stability selection approach based on subsampling combined with the lasso-pcvl algorithm to identify genes associated with progression-free survival and calculate a risk score. RESULTS We included 68 patients with oligodendrogliomas treated with radiotherapy +/- chemotherapy. After filtering, 1697 genes were obtained, including 134 associated with progression-free survival: 35 with a better prognosis and 99 with a poorer one. Eight genes (ST3GAL6, QPCT, NQO1, EPHX1, CST3, S100A8, CHI3L1, and OSBPL3) whose risk score remained statistically significant after adjustment for prognostic factors in multivariate analysis were selected in more than 60% of cases were associated with shorter progression-free survival. CONCLUSIONS We found an eight-gene signature associated with a higher risk of rapid relapse after treatment in patients with oligodendrogliomas. This finding could help clinicians identify patients who need more intensive treatment.
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Affiliation(s)
- Julia Gilhodes
- Biostatistics & Health Data Science Unit, Institut Claudius Regaud, Oncopole Claudius Regaud-Institut Universitaire du Cancer Toulouse, 31100 Toulouse, France
| | - Adèle Meola
- Department of Radiation Oncology, Institut Claudius Regaud, Oncopole Claudius Regaud-Institut Universitaire du Cancer Toulouse, 31100 Toulouse, France
| | - Bastien Cabarrou
- Biostatistics & Health Data Science Unit, Institut Claudius Regaud, Oncopole Claudius Regaud-Institut Universitaire du Cancer Toulouse, 31100 Toulouse, France
| | - Guillaume Peyraga
- Department of Radiation Oncology, Institut Claudius Regaud, Oncopole Claudius Regaud-Institut Universitaire du Cancer Toulouse, 31100 Toulouse, France
| | - Caroline Dehais
- Neuro-Oncology Department, Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires La Pitié Salpêtrière-Charles Foix, Sorbonne University, 75006 Paris, France
| | - Dominique Figarella-Branger
- Department of Pathology, Centre Hospitalo-Universitaire Timone, AP-HM, GlioME Team, Institute of Neurophysiopathology, Aix-Marseille University, 13385 Marseille, France
| | - François Ducray
- Neuro-Oncology Department, Hospices Civils de Lyon, Université Lyon 1, CRCL, UMR Inserm 1052_CNRS 5286, 69003 Lyon, France
| | | | | | - Emmanuelle Uro-Coste
- Department of Pathology, CHU Toulouse, Institut Universitaire du Cancer Toulouse, 31100 Toulouse, France
- Centre de Recherches Contre le Cancer de Toulouse, INSERM U1037, 31100 Toulouse, France
| | - Elizabeth Cohen-Jonathan Moyal
- Department of Radiation Oncology, Institut Claudius Regaud, Oncopole Claudius Regaud-Institut Universitaire du Cancer Toulouse, 31100 Toulouse, France
- Centre de Recherches Contre le Cancer de Toulouse, INSERM U1037, 31100 Toulouse, France
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Sim HW, Lorrey S, Khasraw M. Advances in Treatment of Isocitrate Dehydrogenase (IDH)-Wildtype Glioblastomas. Curr Neurol Neurosci Rep 2023; 23:263-276. [PMID: 37154886 DOI: 10.1007/s11910-023-01268-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/22/2023] [Indexed: 05/10/2023]
Abstract
PURPOSE OF REVIEW The management of isocitrate dehydrogenase (IDH)-wildtype glioblastomas is an area of unmet need. Despite multimodal therapy incorporating maximal safe resection, radiotherapy, and temozolomide, clinical outcomes remain poor. At disease progression or relapse, available systemic agents such as temozolomide, lomustine, and bevacizumab have limited efficacy. We review the recent advances in the treatment of IDH-wildtype glioblastomas. RECENT FINDINGS A broad repertoire of systemic agents is in the early stages of development, encompassing the areas of precision medicine, immunotherapy, and repurposed medications. The use of medical devices may present opportunities to bypass the blood-brain barrier. Novel clinical trial designs aim to efficiently test treatment options to advance the field. There are a number of emerging treatment options for IDH-wildtype glioblastomas which are undergoing evaluation in clinical trials. Advances in our scientific understanding of IDH-wildtype glioblastomas offer hope and the prospect of incremental improvements in clinical outcomes.
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Affiliation(s)
- Hao-Wen Sim
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, 2050, Australia
- School of Clinical Medicine, Faculty of Medicine and Health, University of New South Wales, Sydney, NSW, 2010, Australia
- Department of Medical Oncology, The Kinghorn Cancer Centre, Sydney, NSW, 2010, Australia
- Department of Medical Oncology, Chris O'Brien Lifehouse, Sydney, NSW, 2050, Australia
| | - Selena Lorrey
- Department of Immunology, Duke University Medical Center, Durham, NC, 27710, USA
- Brain Tumor Immunotherapy Program, Department of Neurosurgery, Duke University Medical Center, Durham, NC, 27710, USA
| | - Mustafa Khasraw
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, 2050, Australia.
- Brain Tumor Immunotherapy Program, Department of Neurosurgery, Duke University Medical Center, Durham, NC, 27710, USA.
- Duke University School of Medicine, Duke University Medical Center, Box 3624, Durham, NC, 27710, USA.
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Siakallis L, Topriceanu CC, Panovska-Griffiths J, Bisdas S. The role of DSC MR perfusion in predicting IDH mutation and 1p19q codeletion status in gliomas: meta-analysis and technical considerations. Neuroradiology 2023:10.1007/s00234-023-03154-5. [PMID: 37173578 DOI: 10.1007/s00234-023-03154-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 04/18/2023] [Indexed: 05/15/2023]
Abstract
PURPOSE Isocitrate dehydrogenase (IDH) mutation and 1p19q codeletion status are important for managing glioma patients. However, current practice dictates invasive tissue sampling for histomolecular classification. We investigated the current value of dynamic susceptibility contrast (DSC) MR perfusion imaging as a tool for the non-invasive identification of these biomarkers. METHODS A systematic search of PubMed, Medline, and Embase up to 2023 was performed, and meta-analyses were conducted. We removed studies employing machine learning models or using multiparametric imaging. We used random-effects standardized mean difference (SMD) and bivariate sensitivity-specificity meta-analyses, calculated the area under the hierarchical summary receiver operating characteristic curve (AUC) and performed meta-regressions using technical acquisition parameters (e.g., time to echo [TE], repetition time [TR]) as moderators to explore sources of heterogeneity. For all estimates, 95% confidence intervals (CIs) are provided. RESULTS Sixteen eligible manuscripts comprising 1819 patients were included in the quantitative analyses. IDH mutant (IDHm) gliomas had lower rCBV values compared to their wild-type (IDHwt) counterparts. The highest SMD was observed for rCBVmean, rCBVmax, and rCBV 75th percentile (SMD≈ - 0.8, 95% CI ≈ [- 1.2, - 0.5]). In meta-regression, shorter TEs, shorter TRs, and smaller slice thicknesses were linked to higher absolute SMDs. When discriminating IDHm from IDHwt, the highest pooled specificity was observed for rCBVmean (82% [72, 89]), and the highest pooled sensitivity (i.e., 92% [86, 93]) and AUC (i.e., 0.91) for rCBV 10th percentile. In the bivariate meta-regression, shorter TEs and smaller slice gaps were linked to higher pooled sensitivities. In IDHm, 1p19q codeletion was associated with higher rCBVmean (SMD = 0.9 [0.2, 1.5]) and rCBV 90th percentile (SMD = 0.9 [0.1, 1.7]) values. CONCLUSIONS Identification of vascular signatures predictive of IDH and 1p19q status is a novel promising application of DSC perfusion. Standardization of acquisition protocols and post-processing of DSC perfusion maps are warranted before widespread use in clinical practice.
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Affiliation(s)
- Loizos Siakallis
- University College London (UCL) Queen Square Institute of Neurology, London, UK.
- Lysholm Department of Neuroradiology, The National Hospital for Neurology and Neurosurgery, University College London Hospitals (UCLH) NHS Foundation Trust, London, UK.
| | - Constantin-Cristian Topriceanu
- University College London (UCL) Queen Square Institute of Neurology, London, UK
- Lysholm Department of Neuroradiology, The National Hospital for Neurology and Neurosurgery, University College London Hospitals (UCLH) NHS Foundation Trust, London, UK
- UCL Institute of Cardiovascular Science, University College London, London, UK
| | - Jasmina Panovska-Griffiths
- The Big Data Institute and the Pandemic Sciences Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- The Queen's College, University of Oxford, Oxford, UK
| | - Sotirios Bisdas
- Lysholm Department of Neuroradiology, The National Hospital for Neurology and Neurosurgery, University College London Hospitals (UCLH) NHS Foundation Trust, London, UK
- Department of Brain Repair & Rehabilitation, Queen Square Institute of Neurology, University College London, London, UK
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Hariharan S, Whitfield BT, Pirozzi CJ, Waitkus MS, Brown MC, Bowie ML, Irvin DM, Roso K, Fuller R, Hostettler J, Dharmaiah S, Gibson EA, Briley A, Mangoli A, Fraley C, Shobande M, Stevenson K, Zhang G, Malgulwar PB, Roberts H, Roskoski M, Spasojevic I, Keir ST, He Y, Castro MG, Huse JT, Ashley DM. Interplay between ATRX and IDH1 mutations governs innate immune responses in diffuse gliomas. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.04.20.537594. [PMID: 37131619 PMCID: PMC10153255 DOI: 10.1101/2023.04.20.537594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Stimulating the innate immune system has been explored as a therapeutic option for the treatment of gliomas. Inactivating mutations in ATRX , defining molecular alterations in IDH -mutant astrocytomas, have been implicated in dysfunctional immune signaling. However, little is known about the interplay between ATRX loss and IDH mutation on innate immunity. To explore this, we generated ATRX knockout glioma models in the presence and absence of the IDH1 R 132 H mutation. ATRX-deficient glioma cells were sensitive to dsRNA-based innate immune agonism and exhibited impaired lethality and increased T-cell infiltration in vivo . However, the presence of IDH1 R 132 H dampened baseline expression of key innate immune genes and cytokines in a manner restored by genetic and pharmacological IDH1 R132H inhibition. IDH1 R132H co-expression did not interfere with the ATRX KO-mediated sensitivity to dsRNA. Thus, ATRX loss primes cells for recognition of dsRNA, while IDH1 R132H reversibly masks this priming. This work reveals innate immunity as a therapeutic vulnerability of astrocytoma.
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Datta D, Dasgupta A, Chatterjee A, Sahu A, Bhattacharya K, Meena L, Joshi K, Puranik A, Dev I, Moiyadi A, Shetty P, Singh V, Patil V, Menon N, Sridhar E, Sahay A, Gupta T. Imaging-Based Patterns of Failure following Re-Irradiation for Recurrent/Progressive High-Grade Glioma. J Pers Med 2023; 13:jpm13040685. [PMID: 37109071 PMCID: PMC10144403 DOI: 10.3390/jpm13040685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 03/17/2023] [Accepted: 04/17/2023] [Indexed: 04/29/2023] Open
Abstract
BACKGROUND Re-irradiation (ReRT) is an effective treatment modality in appropriately selected patients with recurrent/progressive high-grade glioma (HGG). The literature is limited regarding recurrence patterns following ReRT, which was investigated in the current study. METHODS Patients with available radiation (RT) contours, dosimetry, and imaging-based evidence of recurrence were included in the retrospective study. All patients were treated with fractionated focal conformal RT. Recurrence was detected on imaging with magnetic resonance imaging (MRI) and/ or amino-acid positron emission tomography (PET), which was co-registered with the RT planning dataset. Failure patterns were classified as central, marginal, and distant if >80%, 20-80%, or <20% of the recurrence volumes were within 95% isodose lines, respectively. RESULTS Thirty-seven patients were included in the current analysis. A total of 92% of patients had undergone surgery before ReRT, and 84% received chemotherapy. The median time to recurrence was 9 months. Central, marginal, and distant failures were seen in 27 (73%), 4 (11%), and 6 (16%) patients, respectively. None of the patient-, disease-, or treatment-related factors were significantly different across different recurrence patterns. CONCLUSION Failures are seen predominantly within the high-dose region following ReRT in recurrent/ progressive HGG.
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Affiliation(s)
- Debanjali Datta
- Department of Radiation Oncology, Tata Memorial Centre, Mumbai 400012, India
- Homi Bhabha National Institute (HBNI), Mumbai 400012, India
| | - Archya Dasgupta
- Department of Radiation Oncology, Tata Memorial Centre, Mumbai 400012, India
- Homi Bhabha National Institute (HBNI), Mumbai 400012, India
| | - Abhishek Chatterjee
- Department of Radiation Oncology, Tata Memorial Centre, Mumbai 400012, India
- Homi Bhabha National Institute (HBNI), Mumbai 400012, India
| | - Arpita Sahu
- Homi Bhabha National Institute (HBNI), Mumbai 400012, India
- Department of Radio-Diagnosis, Tata Memorial Centre, Mumbai 400012, India
| | - Kajari Bhattacharya
- Homi Bhabha National Institute (HBNI), Mumbai 400012, India
- Department of Radio-Diagnosis, Tata Memorial Centre, Mumbai 400012, India
| | - Lilawati Meena
- Homi Bhabha National Institute (HBNI), Mumbai 400012, India
- Department of Medical Physics, Tata Memorial Centre, Mumbai 400012, India
| | - Kishore Joshi
- Homi Bhabha National Institute (HBNI), Mumbai 400012, India
- Department of Medical Physics, Tata Memorial Centre, Mumbai 400012, India
| | - Ameya Puranik
- Homi Bhabha National Institute (HBNI), Mumbai 400012, India
- Department of Nuclear Medicine, Tata Memorial Centre, Mumbai 400012, India
| | - Indraja Dev
- Homi Bhabha National Institute (HBNI), Mumbai 400012, India
- Department of Nuclear Medicine, Tata Memorial Centre, Mumbai 400012, India
| | - Aliasgar Moiyadi
- Homi Bhabha National Institute (HBNI), Mumbai 400012, India
- Department of Neurosurgery, Tata Memorial Centre, Mumbai 400012, India
| | - Prakash Shetty
- Homi Bhabha National Institute (HBNI), Mumbai 400012, India
- Department of Neurosurgery, Tata Memorial Centre, Mumbai 400012, India
| | - Vikas Singh
- Homi Bhabha National Institute (HBNI), Mumbai 400012, India
- Department of Neurosurgery, Tata Memorial Centre, Mumbai 400012, India
| | - Vijay Patil
- Homi Bhabha National Institute (HBNI), Mumbai 400012, India
- Department of Medical Oncology, Tata Memorial Centre, Mumbai 400012, India
| | - Nandini Menon
- Homi Bhabha National Institute (HBNI), Mumbai 400012, India
- Department of Medical Oncology, Tata Memorial Centre, Mumbai 400012, India
| | - Epari Sridhar
- Homi Bhabha National Institute (HBNI), Mumbai 400012, India
- Department of Pathology, Tata Memorial Centre, Mumbai 400012, India
| | - Ayushi Sahay
- Homi Bhabha National Institute (HBNI), Mumbai 400012, India
- Department of Pathology, Tata Memorial Centre, Mumbai 400012, India
| | - Tejpal Gupta
- Department of Radiation Oncology, Tata Memorial Centre, Mumbai 400012, India
- Homi Bhabha National Institute (HBNI), Mumbai 400012, India
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Alshiekh Nasany R, de la Fuente MI. Therapies for IDH-Mutant Gliomas. Curr Neurol Neurosci Rep 2023; 23:225-233. [PMID: 37060388 PMCID: PMC10182950 DOI: 10.1007/s11910-023-01265-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/16/2023] [Indexed: 04/16/2023]
Abstract
PURPOSE OF REVIEW Isocitrate dehydrogenase (IDH) mutant gliomas are a distinct type of primary brain tumors with unique characteristics, behavior, and disease outcomes. This article provides a review of standard of care treatment options and innovative, therapeutic approaches that are currently under investigation for these tumors. RECENT FINDINGS Extensive pre-clinical data and a variety of clinical studies support targeting IDH mutations in glioma using different mechanisms, which include direct inhibition and immunotherapies that target metabolic and epigenomic vulnerabilities caused by these mutations. IDH mutations have been recognized as an oncogenic driver in gliomas for more than a decade and as a positive prognostic factor influencing the research for new therapeutic methods including IDH inhibitors, DNA repair inhibitors, and immunotherapy.
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Affiliation(s)
| | - Macarena Ines de la Fuente
- Sylvester Comprehensive Cancer Center and Department of Neurology, 1120 NW 14th Street, Miami, FL, 33136, USA.
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Sha Y, Yan Q, Tan Y, Wang X, Zhang H, Yang G. Prediction of the Molecular Subtype of IDH Mutation Combined with MGMT Promoter Methylation in Gliomas via Radiomics Based on Preoperative MRI. Cancers (Basel) 2023; 15:cancers15051440. [PMID: 36900232 PMCID: PMC10001198 DOI: 10.3390/cancers15051440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 02/12/2023] [Accepted: 02/21/2023] [Indexed: 03/12/2023] Open
Abstract
BACKGROUND The molecular subtype of IDH mut combined with MGMT meth in gliomas suggests a good prognosis and potential benefit from TMZ chemotherapy. The aim of this study was to establish a radiomics model to predict this molecular subtype. METHOD The preoperative MR images and genetic data of 498 patients with gliomas were retrospectively collected from our institution and the TCGA/TCIA dataset. A total of 1702 radiomics features were extracted from the tumour region of interest (ROI) of CE-T1 and T2-FLAIR MR images. Least absolute shrinkage and selection operator (LASSO) and logistic regression were used for feature selection and model building. Receiver operating characteristic (ROC) curves and calibration curves were used to evaluate the predictive performance of the model. RESULTS Regarding clinical variables, age and tumour grade were significantly different between the two molecular subtypes in the training, test and independent validation cohorts (p < 0.05). The areas under the curve (AUCs) of the radiomics model based on 16 selected features in the SMOTE training cohort, un-SMOTE training cohort, test set and independent TCGA/TCIA validation cohort were 0.936, 0.932, 0.916 and 0.866, respectively, and the corresponding F1-scores were 0.860, 0.797, 0.880 and 0.802. The AUC of the independent validation cohort increased to 0.930 for the combined model when integrating the clinical risk factors and radiomics signature. CONCLUSIONS radiomics based on preoperative MRI can effectively predict the molecular subtype of IDH mut combined with MGMT meth.
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Affiliation(s)
- Yongjian Sha
- Department of Radiology, First Hospital of Shanxi Medical University, Taiyuan 030001, China
- Xi'an No.3 Hospital, Affiliated Hospital of Northwest University, Xi'an 710018, China
| | - Qianqian Yan
- Department of Radiology, First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - Yan Tan
- Department of Radiology, First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - Xiaochun Wang
- Department of Radiology, First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - Hui Zhang
- Department of Radiology, First Hospital of Shanxi Medical University, Taiyuan 030001, China
| | - Guoqiang Yang
- Department of Radiology, First Hospital of Shanxi Medical University, Taiyuan 030001, China
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Willman M, Willman J, Figg J, Dioso E, Sriram S, Olowofela B, Chacko K, Hernandez J, Lucke-Wold B. Update for astrocytomas: medical and surgical management considerations. EXPLORATION OF NEUROSCIENCE 2023; 2:1-26. [PMID: 36935776 PMCID: PMC10019464 DOI: 10.37349/en.2023.00009] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 12/10/2022] [Indexed: 02/25/2023]
Abstract
Astrocytomas include a wide range of tumors with unique mutations and varying grades of malignancy. These tumors all originate from the astrocyte, a star-shaped glial cell that plays a major role in supporting functions of the central nervous system (CNS), including blood-brain barrier (BBB) development and maintenance, water and ion regulation, influencing neuronal synaptogenesis, and stimulating the immunological response. In terms of epidemiology, glioblastoma (GB), the most common and malignant astrocytoma, generally occur with higher rates in Australia, Western Europe, and Canada, with the lowest rates in Southeast Asia. Additionally, significantly higher rates of GB are observed in males and non-Hispanic whites. It has been suggested that higher levels of testosterone observed in biological males may account for the increased rates of GB. Hereditary syndromes such as Cowden, Lynch, Turcot, Li-Fraumeni, and neurofibromatosis type 1 have been linked to increased rates of astrocytoma development. While there are a number of specific gene mutations that may influence malignancy or be targeted in astrocytoma treatment, O 6-methylguanine-DNA methyltransferase (MGMT) gene function is an important predictor of astrocytoma response to chemotherapeutic agent temozolomide (TMZ). TMZ for primary and bevacizumab in the setting of recurrent tumor formation are two of the main chemotherapeutic agents currently approved in the treatment of astrocytomas. While stereotactic radiosurgery (SRS) has debatable implications for increased survival in comparison to whole-brain radiotherapy (WBRT), SRS demonstrates increased precision with reduced radiation toxicity. When considering surgical resection of astrocytoma, the extent of resection (EoR) is taken into consideration. Subtotal resection (STR) spares the margins of the T1 enhanced magnetic resonance imaging (MRI) region, gross total resection (GTR) includes the margins, and supramaximal resection (SMR) extends beyond the margin of the T1 and into the T2 region. Surgical resection, radiation, and chemotherapy are integral components of astrocytoma treatment.
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Affiliation(s)
- Matthew Willman
- College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Jonathan Willman
- College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - John Figg
- College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Emma Dioso
- School of Medicine, University of Utah, Salt Lake City, UT 84132, USA
| | - Sai Sriram
- College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Bankole Olowofela
- College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Kevin Chacko
- College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Jairo Hernandez
- College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Brandon Lucke-Wold
- Department of Neurosurgery, University of Florida, Gainesville, FL 32608, USA
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Tumor Microenvironment in Gliomas: A Treatment Hurdle or an Opportunity to Grab? Cancers (Basel) 2023; 15:cancers15041042. [PMID: 36831383 PMCID: PMC9954692 DOI: 10.3390/cancers15041042] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 01/24/2023] [Accepted: 02/01/2023] [Indexed: 02/10/2023] Open
Abstract
Gliomas are the most frequent central nervous system (CNS) primary tumors. The prognosis and clinical outcomes of these malignancies strongly diverge according to their molecular alterations and range from a few months to decades. The tumor-associated microenvironment involves all cells and connective tissues surrounding tumor cells. The composition of the microenvironment as well as the interactions with associated neoplastic mass, are both variables assuming an increasing interest in these last years. This is mainly because the microenvironment can mediate progression, invasion, dedifferentiation, resistance to treatment, and relapse of primary gliomas. In particular, the tumor microenvironment strongly diverges from isocitrate dehydrogenase (IDH) mutated and wild-type (wt) tumors. Indeed, IDH mutated gliomas often show a lower infiltration of immune cells with reduced angiogenesis as compared to IDH wt gliomas. On the other hand, IDH wt tumors exhibit a strong immune infiltration mediated by several cytokines and chemokines, including CCL2, CCL7, GDNF, CSF-1, GM-CSF, etc. The presence of several factors, including Sox2, Oct4, PD-L1, FAS-L, and TGF β2, also mediate an immune switch toward a regulatory inhibited immune system. Other important interactions are described between IDH wt glioblastoma cells and astrocytes, neurons, and stem cells, while these interactions are less elucidated in IDH-mutated tumors. The possibility of targeting the microenvironment is an intriguing perspective in terms of therapeutic drug development. In this review, we summarized available evidence related to the glioma microenvironment, focusing on differences within different glioma subtypes and on possible therapeutic development.
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Kim N, Lim DH, Choi JW, Lee JI, Kong DS, Seol HJ, Nam DH. Clinical Outcomes of Moderately Hypofractionated Concurrent Chemoradiotherapy for Newly Diagnosed Glioblastoma. Yonsei Med J 2023; 64:94-103. [PMID: 36719016 PMCID: PMC9892549 DOI: 10.3349/ymj.2022.0352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 11/30/2022] [Accepted: 12/29/2022] [Indexed: 01/20/2023] Open
Abstract
PURPOSE Hypofractionated radiotherapy (HypoRT) has recently been implemented in patients with glioblastoma (GBM) receiving concurrent temozolomide. Lymphopenia during treatment (LDT) is considered an important prognostic factor of clinical outcomes for GBM. We aimed to investigate the outcomes of HypoRT. MATERIALS AND METHODS Among 223 patients with GBM, 145 and 78 were treated with conventionally fractionated RT (ConvRT, 60 Gy in 30 fractions) and HypoRT (58.5 Gy in 25 fractions), respectively. To balance characteristics between the two groups, propensity score matching (PSM) was performed. RESULTS Patients in the HypoRT group were older and had smaller tumors than those in the ConvRT group (p<0.05). Furthermore, dose distributions to the brain were significantly lower in HypoRT than in ConvRT (p<0.001). Changes in absolute lymphocyte counts (ALC) during treatment were significantly lower after HypoRT than after ConvRT (p=0.018). With a median follow-up of 16.9 months, HypoRT showed comparable progression-free survival (9.9 months vs. 10.5 months) and overall survival (27.2 months vs. 26.6 months) to ConvRT (all p>0.05). Multivariable analysis before PSM revealed that ≥grade 2 LDT at 6 months was associated with inferior outcomes. Subsequent analysis demonstrated that HypoRT significantly reduced the rate of ≥grade 2 LDT at 6 months post-RT before and after PSM. CONCLUSION HypoRT with 58.5 Gy in 25 fractions could provide comparable oncologic outcomes and significantly reduce the ALC changes. In addition, HypoRT decreased the LDT. Further investigation should be warranted to suggest the significance of reduced LDT through HypoRT affecting survival outcomes.
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Affiliation(s)
- Nalee Kim
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Do Hoon Lim
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
| | - Jung Won Choi
- Department of Neurosurgery, Brain Tumor Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jung-Il Lee
- Department of Neurosurgery, Brain Tumor Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Doo-Sik Kong
- Department of Neurosurgery, Brain Tumor Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Ho Jun Seol
- Department of Neurosurgery, Brain Tumor Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Do-Hyun Nam
- Department of Neurosurgery, Brain Tumor Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
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Szasz AM, Arrojo Alvarez EE, Fiorentini G, Herold M, Herold Z, Sarti D, Dank M. Meta-Analysis of Modulated Electro-Hyperthermia and Tumor Treating Fields in the Treatment of Glioblastomas. Cancers (Basel) 2023; 15:cancers15030880. [PMID: 36765840 PMCID: PMC9913117 DOI: 10.3390/cancers15030880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 01/25/2023] [Accepted: 01/29/2023] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Glioblastoma is one of the most difficult to treat and most aggressive brain tumors, having a poor survival rate. The use of non-invasive modulated electro-hyperthermia (mEHT) and Tumor Treating Fields (TTF) devices has been introduced in the last few decades, both of which having proven anti-tumor effects. METHODS A meta-analysis of randomized and observational studies about mEHT and TTF was conducted. RESULTS A total of seven and fourteen studies about mEHT and TTF were included, with a total number of 450 and 1309 cases, respectively. A 42% [95% confidence interval (95% CI): 25-59%] 1-year survival rate was found for mEHT, which was raised to 61% (95% CI: 32-89%) if only the studies conducted after 2008 were investigated. In the case of TTF, 1-year survival was 67% (95% CI: 53-81%). Subgroup analyses revealed that newly diagnosed patients might get extra benefits from the early introduction of the devices (mEHT all studies: 73% vs. 37%, p = 0.0021; mEHT studies after 2008: 73% vs. 54%, p = 0.4214; TTF studies: 83% vs. 52%, p = 0.0083), compared with recurrent glioblastoma. CONCLUSIONS Our meta-analysis showed that both mEHT and TTF can improve glioblastoma survival, and the most benefit may be achieved in newly diagnosed cases.
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Affiliation(s)
- Attila Marcell Szasz
- Division of Oncology, Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary
- Correspondence: ; Tel.: +36-1-459-1500
| | - Elisabeth Estefanía Arrojo Alvarez
- Oncología Radioterápica, Servicios y Unidades Asistenciales, Hospital Universitario Marqués de Valdecilla, 39008 Santander, Spain
- Medical Institute of Advanced Oncology, 28037 Madrid, Spain
| | - Giammaria Fiorentini
- Department of Oncology, Azienda Ospedaliera “Ospedali Riuniti Marche Nord”, 61121 Pesaro, Italy
- IHF Integrative Oncology Outpatient Clinic, 40121 Bologna, Italy
| | - Magdolna Herold
- Division of Oncology, Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary
- Department of Internal Medicine and Hematology, Semmelweis University, 1088 Budapest, Hungary
| | - Zoltan Herold
- Division of Oncology, Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary
| | - Donatella Sarti
- Department of Oncology, Azienda Ospedaliera “Ospedali Riuniti Marche Nord”, 61121 Pesaro, Italy
| | - Magdolna Dank
- Division of Oncology, Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary
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Pineda E, Domenech M, Hernández A, Comas S, Balaña C. Recurrent Glioblastoma: Ongoing Clinical Challenges and Future Prospects. Onco Targets Ther 2023; 16:71-86. [PMID: 36721854 PMCID: PMC9884437 DOI: 10.2147/ott.s366371] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Accepted: 01/19/2023] [Indexed: 01/26/2023] Open
Abstract
Virtually all glioblastomas treated in the first-line setting will recur in a short period of time, and the search for alternative effective treatments has so far been unsuccessful. Various obstacles remain unresolved, and no effective salvage therapy for recurrent glioblastoma can be envisaged in the short term. One of the main impediments to progress is the low incidence of the disease itself in comparison with other pathologies, which will be made even lower by the recent WHO classification of gliomas, which includes molecular alterations. This new classification helps refine patient prognosis but does not clarify the most appropriate treatment. Other impediments are related to clinical trials: glioblastoma patients are often excluded from trials due to their advanced age and limiting neurological symptoms; there is also the question of how best to measure treatment efficacy, which conditions the design of trials and can affect the acceptance of results by oncologists and medicine agencies. Other obstacles are related to the drugs themselves: most treatments cannot cross the blood-brain-barrier or the brain-to-tumor barrier to reach therapeutic drug levels in the tumor without producing toxicity; the drugs under study may have adverse metabolic interactions with those required for symptom control; identifying the target of the drug can be a complex issue. Additionally, the optimal method of treatment - local vs systemic therapy, the choice of chemotherapy, irradiation, targeted therapy, immunotherapy, or a combination thereof - is not yet clear in glioblastoma in comparison with other cancers. Finally, in addition to curing or stabilizing the disease, glioblastoma therapy should aim at maintaining the neurological status of the patients to enable them to return to their previous lifestyle. Here we review currently available treatments, obstacles in the search for new treatments, and novel lines of research that show promise for the future.
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Affiliation(s)
- Estela Pineda
- Medical Oncology, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Marta Domenech
- Medical Oncology, Institut Catala d’Oncologia (ICO) Badalona, Barcelona, Spain
| | - Ainhoa Hernández
- Medical Oncology, Institut Catala d’Oncologia (ICO) Badalona, Barcelona, Spain
| | - Silvia Comas
- Radiation Oncology, Institut Catala d’Oncologia (ICO) Badalona, Badalona, Spain
| | - Carmen Balaña
- Medical Oncology, Institut Catala d’Oncologia (ICO) Badalona, Barcelona, Spain,Correspondence: Carmen Balaña, Institut Catala d’Oncologia (ICO) Badalona, Carretera Canyet s/n, Badalona, 08916, Spain, Tel +34 497 89 25, Fax +34 497 89 50, Email
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Dose reduction of hippocampus using HyperArc planning in postoperative radiotherapy for primary brain tumors. Med Dosim 2023; 48:67-72. [PMID: 36653285 DOI: 10.1016/j.meddos.2022.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 12/05/2022] [Accepted: 12/06/2022] [Indexed: 01/18/2023]
Abstract
To compare dosimetric parameters for the hippocampus, organs at risk (OARs), and targets of volumetric modulated arc therapy (VMAT), noncoplanar VMAT (NC-VMAT), and HyperArc (HA) plans in patients undergoing postoperative radiotherapy for primary brain tumors. For 20 patients, HA plans were generated to deliver 40.05 to 60 Gy for the planning target volume (PTV). In addition, doses for the hippocampus and OARs were minimized. The VMAT and NC-VMAT plans were retrospectively generated using the same optimization parameters as those in the HA plans. For the hippocampus, the equivalent dose to be administered in 2 Gy fractions (EQD2) was calculated assuming α/β = 2. Dosimetric parameters for the PTV, hippocampus, and OARs in the VMAT, NC-VMAT, and HA plans were compared. For PTV, the HA plans provided significantly lower Dmax and D1% than the VMAT and NC-VMAT plans (p < 0.05), whereas the D99% and Dmin were significantly higher (p < 0.05). For the contralateral hippocampus, the dosimetric parameters in the HA plans (8.1 ± 9.6, 6.5 ± 7.2, 5.6 ± 5.8, and 4.8 ± 4.7 Gy for D20%, D40%, D60% and D80%, respectively) were significantly smaller (p < 0.05) than those in the VMAT and NC-VMAT plans. Except for the optic chiasm, the Dmax in the HA plans (brainstem, lens, optic nerves, and retinas) was the smallest (p < 0.05). In addition, the doses in the HA plans for the brain and skin were the smallest (p < 0.05) among the 3 plans. HA planning, instead of coplanar and noncoplanar VMAT, significantly reduces the dosage to which the contralateral hippocampus as well as other OARs are exposed without compromising on target coverage.
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Kotecha R, Odia Y, Khosla AA, Ahluwalia MS. Key Clinical Principles in the Management of Glioblastoma. JCO Oncol Pract 2023; 19:180-189. [PMID: 36638331 DOI: 10.1200/op.22.00476] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Glioblastoma is the most common and aggressive primary brain tumor in the adult population and leads to considerable morbidity and mortality. It has a dismal prognosis with average survival of 15-18 months, and the current standard-of-care treatment paradigm includes maximal surgical resection and postoperative concurrent chemoradiotherapy and maintenance chemotherapy, with consideration of Tumor Treating Fields. There is a major emphasis to enroll patients onto ongoing clinical trials to further improve treatment outcomes, given the aggressive nature of the disease course and poor patient survival. Recent research efforts have focused on radiotherapy dose intensification, regulation of the tumor microenvironment, and exploration of immunotherapeutic approaches to overcome the barriers to treatment. This review article outlines the current evidence-based management principles as well as reviews recent clinical trial data and ongoing clinical studies evaluating novel therapeutic options.
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Affiliation(s)
- Rupesh Kotecha
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, FL.,Herbert Wertheim College of Medicine, Florida International University, Miami, FL
| | - Yazmin Odia
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL.,Division of Neuro-Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, FL
| | - Atulya A Khosla
- Department of Medical Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, FL
| | - Manmeet S Ahluwalia
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL.,Department of Medical Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, FL
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Proton radiotherapy in the treatment of IDH-mutant diffuse gliomas: an early experience from shanghai proton and heavy ion center. J Neurooncol 2022; 162:503-514. [PMID: 36583815 DOI: 10.1007/s11060-022-04202-5] [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: 10/20/2022] [Accepted: 11/27/2022] [Indexed: 12/31/2022]
Abstract
PURPOSE According to the presence or absence of isocitrate dehydrogenase (IDH) mutation, the 2021 WHO classification system bisected diffuse gliomas into IDH-mutant tumors and IDH-wildtype tumors. This study was aimed to evaluate the outcomes of proton radiotherapy treating IDH-mutant diffuse gliomas. PATIENTS AND METHODS Between May 2015 and May 2022, a total of 52 consecutive patients with IDH-mutant diffuse gliomas were treated at Shanghai Proton and Heavy Ion Center. Tumor histologies were 33 cases of astrocytoma and 19 cases of oligodendroglioma. Tumor classified by WHO grade 2, 3 and 4 were 22, 25, and 5 cases, respectively. All 22 patients with WHO grade 2 tumors and one patient with brain stem WHO grade 4 tumor were irradiated with 54GyE. The other 29 patients with WHO grade 3 and 4 tumors were irradiated with 60GyE. Temozolomide was recommended to all patients, and was eventually conducted in 50 patients. RESULTS The median follow-up time was 21.7 months. The 12/24-month progression-free survival (PFS) and overall survival (OS) rates for the entire cohort were 97.6%/78.4% and 100%/91.0% group. Examined by both univariate and multivariate analysis, WHO grade of tumor were of the most significant impact for both PFS and OS. No severe acute toxicity (grade 3 or above) was found. In terms of late toxicity, grade 3 radio-necrosis was developed in one case of oligodendroglioma, WHO grade 3. CONCLUSION Proton radiotherapy produced a favorable outcome with acceptable adverse-effects in patients with IDH-mutant diffuse gliomas.
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50
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Cell-Population Dynamics in Diffuse Gliomas during Gliomagenesis and Its Impact on Patient Survival. Cancers (Basel) 2022; 15:cancers15010145. [PMID: 36612140 PMCID: PMC9818344 DOI: 10.3390/cancers15010145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 12/16/2022] [Accepted: 12/23/2022] [Indexed: 12/28/2022] Open
Abstract
Diffuse gliomas continue to be an important problem in neuro-oncology. To solve it, studies have considered the issues of molecular pathogenesis from the intratumoral heterogeneity point. Here, we carried out a comparative dynamic analysis of the different cell populations' content in diffuse gliomas of different molecular profiles and grades, considering the cell populations' functional properties and the relationship with patient survival, using flow cytometry, immunofluorescence, multiparametric fluorescent in situ hybridization, polymerase chain reaction, and cultural methods. It was shown that an increase in the IDH-mutant astrocytomas and oligodendrogliomas malignancy is accompanied by an increase in stem cells' proportion and mesenchymal cell populations' appearance arising from oligodendrocyte-progenitor-like cells with cell plasticity and cells' hypoxia response programs' activation. In glioblastomas, malignancy increase is accompanied by an increase in both stem and definitive cells with mesenchymal differentiation, while proneuronal glioma stem cells are the most likely the source of mesenchymal glioma stem cells, which, in hypoxic conditions, further give rise to mesenchymal-like cells. Clinical confirmation was a mesenchymal-like cell and mesenchymal glioma stem cell number, and the hypoxic and plastic molecular programs' activation degree had a significant effect on relapse-free and overall survival. In general, we built a multi-vector model of diffuse gliomas' pathogenetic tracing up to the practical plane.
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