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Lipatnikova A, Kling T, Dénes A, Carstam L, Corell A, Blomstrand M, Vega SF, Harba D, Bontell TO, Carén H, Jakola AS. CDKN2A/B status versus morphology in diagnosing WHO grade 4 IDH-mutated astrocytomas: what is the clinical relevance? J Neurooncol 2025:10.1007/s11060-025-05078-x. [PMID: 40392514 DOI: 10.1007/s11060-025-05078-x] [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: 04/16/2025] [Accepted: 05/08/2025] [Indexed: 05/22/2025]
Abstract
PURPOSE In the 2021 WHO classification system for central nervous system tumors, the diffuse glioma subgroup IDH-mutated (IDHm) astrocytomas WHO grade 4 was introduced. The diagnosis can be based upon molecular or histopathological morphological criteria. Here we explore whether phenotype and survival of IDHm astrocytomas WHO grade 4 differed across the criteria used for diagnosis. METHODS Patients with IDHm astrocytoma, WHO grade 4, were included from Sahlgrenska University Hospital and TCGA database. We created three subgroups based upon the criteria for diagnosis of WHO grade 4; (1) homozygous CDKN2A/B deletion; (2) morphological (necrosis and/or microvascular proliferation); (3) combined subgroup with both homozygous CDKN2A/B deletion and morphological grade 4 criteria. RESULTS We included 90 patients (local cohort, n = 35, TCGA cohort, n = 55) with IDHm astrocytoma, WHO grade 4. The median survival was 4.1 years (95% CI 3.0-5.3). Survival was comparable when the diagnosis was based on homozygous CDKN2A/B deletion and on morphological WHO grade 4 criteria (5.2 vs. 5.3 years). However, in the combined subgroup, survival was significantly shorter (2.8 years, p = 0.006). CONCLUSION The different subgroups of IDHm astrocytoma WHO grade 4 share similar characteristics. Patients whose tumors exhibit combined criteria have worse prognosis.
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Affiliation(s)
- Anna Lipatnikova
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Blå stråket 7, Floor 3, Gothenburg, 413 45, Sweden.
| | - Teresia Kling
- Sahlgrenska Center for Cancer Research, Department of Medical Biochemistry and Cell Biology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Anna Dénes
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Blå stråket 7, Floor 3, Gothenburg, 413 45, Sweden
| | - Louise Carstam
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Blå stråket 7, Floor 3, Gothenburg, 413 45, Sweden
- Department of Neurosurgery, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Alba Corell
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Blå stråket 7, Floor 3, Gothenburg, 413 45, Sweden
- Department of Neurosurgery, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Malin Blomstrand
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Sandra Ferreyra Vega
- Sahlgrenska Center for Cancer Research, Department of Medical Biochemistry and Cell Biology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Dima Harba
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Blå stråket 7, Floor 3, Gothenburg, 413 45, Sweden
| | - Thomas Olsson Bontell
- Department of Physiology, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Clinical Pathology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Helena Carén
- Sahlgrenska Center for Cancer Research, Department of Medical Biochemistry and Cell Biology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Asgeir S Jakola
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Blå stråket 7, Floor 3, Gothenburg, 413 45, Sweden
- Department of Neurosurgery, Sahlgrenska University Hospital, Gothenburg, Sweden
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Kinnersley B, Jung J, Cornish AJ, Chubb D, Laxton R, Frangou A, Gruber AJ, Sud A, Caravagna G, Sottoriva A, Wedge DC, Booth T, Al-Sarraj S, Lawrence SED, Albanese E, Anichini G, Baxter D, Boukas A, Chowdhury YA, D'Urso P, Corns R, Dapaah A, Edlmann E, Greenway F, Grundy P, Hill CS, Jenkinson MD, Trichinopoly Krishna S, Smith S, Manivannan S, Martin AJ, Matloob S, Mukherjee S, O'Neill K, Plaha P, Pollock J, Price S, Rominiyi O, Sachdev B, Saeed F, Sinha S, Thorne L, Ughratdar I, Whitfield P, Youshani AS, Bulbeck H, Arumugam P, Houlston R, Ashkan K. Genomic landscape of diffuse glioma revealed by whole genome sequencing. Nat Commun 2025; 16:4233. [PMID: 40335506 PMCID: PMC12059081 DOI: 10.1038/s41467-025-59156-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 04/11/2025] [Indexed: 05/09/2025] Open
Abstract
Diffuse gliomas are the commonest malignant primary brain tumour in adults. Herein, we present analysis of the genomic landscape of adult glioma, by whole genome sequencing of 403 tumours (256 glioblastoma, 89 astrocytoma, 58 oligodendroglioma; 338 primary, 65 recurrence). We identify an extended catalogue of recurrent coding and non-coding genetic mutations that represents a source for future studies and provides a high-resolution map of structural variants, copy number changes and global genome features including telomere length, mutational signatures and extrachromosomal DNA. Finally, we relate these to clinical outcome. As well as identifying drug targets for treatment of glioma our findings offer the prospect of improving treatment allocation with established targeted therapies.
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Affiliation(s)
- Ben Kinnersley
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, SM2 5NG, UK.
- UCL Cancer Institute, 72 Huntley St, WC1E 6DD, London, UK.
| | - Josephine Jung
- Institute of Psychiatry, Psychology and Neurosciences, Kings College London, Strand, WC2R 2LS, London, UK.
- Department of Neurosurgery, King's College Hospital NHS Foundation Trust, Denmark Hill, SE5 9RS, London, UK.
| | - Alex J Cornish
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Daniel Chubb
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Ross Laxton
- Department of Clinical Neuropathology, King's College Hospital NHS Foundation Trust, Denmark Hill, SE5 9RS, London, UK
| | - Anna Frangou
- Cancer Genomics, Big Data Institute, Nuffield Department of Medicine, Old Road Campus, OX3 7LF, Oxford, UK
| | - Andreas J Gruber
- Department of Biology, University of Konstanz, Konstanz, 78464, Germany
| | - Amit Sud
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Giulio Caravagna
- Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Andrea Sottoriva
- Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, SM2 5NG, UK
| | - David C Wedge
- Manchester Cancer Research Centre, University of Manchester, 555 Wilmslow Road, Manchester, M20 4GJ, UK
| | - Thomas Booth
- School of Biomedical Engineering & Imaging Sciences, King's College London, St Thomas's Hospital, London, UK
- Department of Neuroradiology, King's College Hospital NHS Foundation Trust, Denmark Hill, SE5 9RS, London, UK
| | - Safa Al-Sarraj
- Department of Clinical Neuropathology, King's College Hospital NHS Foundation Trust, Denmark Hill, SE5 9RS, London, UK
| | - Samuel E D Lawrence
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Erminia Albanese
- Department of Neurosurgery, Royal Stoke University Hospital, Newcastle Road, ST4 6QG, Stoke-on-Trent, UK
| | - Giulio Anichini
- Imperial College Healthcare NHS Trust, Charing Cross Hospital, 3S corridor, Fulham Palace Road, London, W6 8RF, UK
| | - David Baxter
- Department of Neurosurgery, Royal National Orthopaedic Hospital, Brockley Hill, Stanmore, HA7 4LP, UK
| | - Alexandros Boukas
- Department of Neurosurgery, John Radcliffe Hospital, Headley Way, Headington, OX3 9DU, Oxford, UK
| | - Yasir A Chowdhury
- Department of Neurosurgery, Queen Elizabeth Hospital Birmingham, Mindelsohn Way, B15 2GW, Birmingham, UK
| | - Pietro D'Urso
- Department of Neurosurgery, Manchester Royal Infirmary, Oxford Rd, M13 9WL, Manchester, UK
| | - Robert Corns
- Department of Neurosurgery, Leeds General Infirmary, Great George St, LS1 3EX, Leeds, UK
| | - Andrew Dapaah
- Department of Neurosurgery, Queen's Medical Centre NHS Trust, Derby Road, Lenton, NG7 2UH, Nottingham, UK
| | - Ellie Edlmann
- South West Neurosurgery Unit, University Hospitals Plymouth NHS Trust, Derriford Road, Crownhill, PL6 8DH, Plymouth, UK
| | - Fay Greenway
- Department of Neurosurgery, St. George's University Hospitals NHS Foundation Trust, Blackshaw Rd, SW17 0QT, London, UK
| | - Paul Grundy
- Department of Neurosurgery, Southampton General Hospital, Tremona Road, SO16 6YD, Southampton, UK
| | - Ciaran S Hill
- UCL Cancer Institute, 72 Huntley St, WC1E 6DD, London, UK
- Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, Queen Square, WC1N 3BG, London, UK
| | - Michael D Jenkinson
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Lower Lane, Fazakerley, L9 7LJ, Liverpool, UK
| | - Sandhya Trichinopoly Krishna
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Lower Lane, Fazakerley, L9 7LJ, Liverpool, UK
| | - Stuart Smith
- Department of Neurosurgery, Queen's Medical Centre NHS Trust, Derby Road, Lenton, NG7 2UH, Nottingham, UK
| | - Susruta Manivannan
- Department of Neurosurgery, Southampton General Hospital, Tremona Road, SO16 6YD, Southampton, UK
| | - Andrew J Martin
- Department of Neurosurgery, St. George's University Hospitals NHS Foundation Trust, Blackshaw Rd, SW17 0QT, London, UK
| | - Samir Matloob
- Department of Neurosurgery, Queen's Hospital Romford, Rom Valley Way, RM7 0AG, Romford, UK
| | - Soumya Mukherjee
- Department of Neurosurgery, Addenbrookes Hospital, Hills Rd, CB2 0QQ, Cambridge, UK
| | - Kevin O'Neill
- Imperial College Healthcare NHS Trust, Charing Cross Hospital, 3S corridor, Fulham Palace Road, London, W6 8RF, UK
| | - Puneet Plaha
- Department of Neurosurgery, John Radcliffe Hospital, Headley Way, Headington, OX3 9DU, Oxford, UK
| | - Jonathan Pollock
- Department of Neurosurgery, Queen's Hospital Romford, Rom Valley Way, RM7 0AG, Romford, UK
| | - Stephen Price
- Department of Neurosurgery, Addenbrookes Hospital, Hills Rd, CB2 0QQ, Cambridge, UK
| | - Ola Rominiyi
- Department of Neurosurgery, Sheffield Teaching Hospitals NHS Foundation Trust, Royal Hallamshire Hospital, Glossop Rd, Broomhall, S10 2JF, Sheffield, UK
| | - Bobby Sachdev
- Department of Neurosurgery, Royal Stoke University Hospital, Newcastle Road, ST4 6QG, Stoke-on-Trent, UK
| | - Fozia Saeed
- Department of Neurosurgery, Leeds General Infirmary, Great George St, LS1 3EX, Leeds, UK
| | - Saurabh Sinha
- Department of Neurosurgery, Sheffield Teaching Hospitals NHS Foundation Trust, Royal Hallamshire Hospital, Glossop Rd, Broomhall, S10 2JF, Sheffield, UK
| | - Lewis Thorne
- Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, Queen Square, WC1N 3BG, London, UK
| | - Ismail Ughratdar
- Department of Neurosurgery, Queen Elizabeth Hospital Birmingham, Mindelsohn Way, B15 2GW, Birmingham, UK
| | - Peter Whitfield
- South West Neurosurgery Unit, University Hospitals Plymouth NHS Trust, Derriford Road, Crownhill, PL6 8DH, Plymouth, UK
| | - Amir Saam Youshani
- Department of Neurosurgery, Manchester Royal Infirmary, Oxford Rd, M13 9WL, Manchester, UK
| | - Helen Bulbeck
- Brainstrust, 4 Yvery Court, Castle Road, PO31 7QG, Cowes, Isle of Wight, UK
| | | | - Richard Houlston
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, SM2 5NG, UK.
| | - Keyoumars Ashkan
- Institute of Psychiatry, Psychology and Neurosciences, Kings College London, Strand, WC2R 2LS, London, UK.
- Department of Neurosurgery, King's College Hospital NHS Foundation Trust, Denmark Hill, SE5 9RS, London, UK.
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Afrashteh F, Seyedpour S, Rezaei N. The therapeutic effect of mRNA vaccines in glioma: a comprehensive review. Expert Rev Clin Immunol 2025; 21:603-615. [PMID: 40249391 DOI: 10.1080/1744666x.2025.2494656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2025] [Revised: 03/18/2025] [Accepted: 04/14/2025] [Indexed: 04/19/2025]
Abstract
INTRODUCTION Glioma is the most common primary brain tumor, with glioblastoma being the most lethal type due to its heterogeneous and invasive nature of the cancer. Current therapies have low curative success and are limited to surgery, radiotherapy, and chemotherapy. More than 50% of patients become resistant to chemotherapy, and tumor recurrence occurs in most patients following an initial course of therapy. Therefore, developing novel, effective strategies for glioma treatment is essential. Cancer vaccines are novel therapies that demonstrate advantages over conventional methods and, therefore, may be promising options for treating glioma. AREAS COVERED This article provided a critical review of pre-clinical and clinical studies that explored appropriate tumor antigen candidates for developing mRNA vaccines and discussed their clinical application in glioma patients. Medline database, PubMed, and ClinicalTrials.gov were searched for glioma vaccine studies published before 2025 using related keywords. EXPERT OPINION mRNA vaccines are promising strategies for treating glioma because they are efficient, cost-beneficial, and have lower side effects than other types such as peptide or DNA-based vaccines.
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Affiliation(s)
- Fatemeh Afrashteh
- Student Research Committee, School of Medicine, Iran University of Medical Sciences (IUMS), Tehran, Iran
- Network of Immunity in Infection, Malignancy and Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Simin Seyedpour
- Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran
- Nanomedicine Research Association (NRA), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Nima Rezaei
- Network of Immunity in Infection, Malignancy and Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), Tehran, Iran
- Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran
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4
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Song T, Li S, Zhao K, Zou D, Zhang M, Wang H. Comprehensive analysis of prognosis and tumor immune microenvironment of cuproptosis-related gene CDKN2A in lung adenocarcinoma. BMC Pulm Med 2025; 25:179. [PMID: 40229853 PMCID: PMC11998297 DOI: 10.1186/s12890-025-03631-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Accepted: 03/27/2025] [Indexed: 04/16/2025] Open
Abstract
BACKGROUND Recent research has increasingly highlighted the significance of various forms of cell death in contributing to tumor heterogeneity and modulating anti-tumor immunity. However, the potential implications of cuproptosis-related genes (CRGs) in lung adenocarcinoma (LUAD) remains poorly explored. METHODS We conducted a comprehensive analysis of the expression profiles of 19 CRGs in LUAD based on The Cancer Genome Atlas (TCGA). Utilizing consensus clustering, we stratified the TCGA cohort into two distinct LUAD subtypes (Cluster 1 and Cluster 2). The expression of CDKN2A was further validated across multiple datasets, including TCGA, GEO, Cancer Cell Line Encyclopedia (CCLE), and the Human Protein Atlas (HPA). The prognostic value of the CDKN2A was evaluated through univariate, multivariate, and survival analyses. Gene set enrichment analysis (GSEA) was performed to elucidate the molecular mechanisms associated with the CDKN2A. Additionally, we assessed the levels of immune cell infiltration in LUAD using the CIBERSORT, ESTIMATE, and XCELL algorithms. RESULTS By systematically analyzing the genetic alterations of 19 CRGs in LUAD, we found 15 differentially expressed genes between LUAD and adjacent normal tissues. Subsequently, using the consensus clustering method, we classified LUAD patients into two molecular subtypes and cluster 2 had a poor prognosis. CDKN2A emerged as a key gene of interest, exhibiting elevated expression in LUAD and correlating with adverse patient outcomes. Moreover, immunoinfiltration analysis revealed differential levels of immune cell infiltration between the CDKN2A high and CDKN2A low expression groups. CONCLUSIONS Our findings indicate that CDKN2A may serve as an effective prognostic biomarker for LUAD and may offer valuable insights into potential immunotherapeutic strategies for these patients. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Teng Song
- Department of Oncology, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin, 300121, China
- The Institute of Translational Medicine, Tianjin Union Medical Center, NanKai University, Tianjin, 300121, China
- Tianjin Cancer Institute of lntegrative Traditional Chinese and Western Medicine, Tianjin, 300121, China
| | - Shuping Li
- Department of Oncology, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin, 300121, China
- The Institute of Translational Medicine, Tianjin Union Medical Center, NanKai University, Tianjin, 300121, China
- Tianjin Cancer Institute of lntegrative Traditional Chinese and Western Medicine, Tianjin, 300121, China
| | - Ke Zhao
- Department of Oncology, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin, 300121, China
- The Institute of Translational Medicine, Tianjin Union Medical Center, NanKai University, Tianjin, 300121, China
- Tianjin Cancer Institute of lntegrative Traditional Chinese and Western Medicine, Tianjin, 300121, China
| | - Dandan Zou
- Department of Oncology, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin, 300121, China
- The Institute of Translational Medicine, Tianjin Union Medical Center, NanKai University, Tianjin, 300121, China
- Tianjin Cancer Institute of lntegrative Traditional Chinese and Western Medicine, Tianjin, 300121, China
| | - Miao Zhang
- Department of Oncology, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin, 300121, China.
- The Institute of Translational Medicine, Tianjin Union Medical Center, NanKai University, Tianjin, 300121, China.
- Tianjin Cancer Institute of lntegrative Traditional Chinese and Western Medicine, Tianjin, 300121, China.
| | - Huaqing Wang
- Department of Oncology, Tianjin Union Medical Center, The First Affiliated Hospital of Nankai University, Tianjin, 300121, China.
- The Institute of Translational Medicine, Tianjin Union Medical Center, NanKai University, Tianjin, 300121, China.
- Tianjin Cancer Institute of lntegrative Traditional Chinese and Western Medicine, Tianjin, 300121, China.
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Niu W, Yan J, Hao M, Zhang Y, Li T, Liu C, Li Q, Liu Z, Su Y, Peng B, Tan Y, Wang X, Wang L, Zhang H, Yang G. MRI transformer deep learning and radiomics for predicting IDH wild type TERT promoter mutant gliomas. NPJ Precis Oncol 2025; 9:89. [PMID: 40148588 PMCID: PMC11950645 DOI: 10.1038/s41698-025-00884-y] [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: 12/01/2024] [Accepted: 03/17/2025] [Indexed: 03/29/2025] Open
Abstract
This study aims to predict IDH wt with TERTp-mut gliomas using multiparametric MRI sequences through a novel fusion model, while matching model classification metrics with patient risk stratification aids in crafting personalized diagnostic and prognosis evaluations.Preoperative T1CE and T2FLAIR sequences from 1185 glioma patients were analyzed. A MultiChannel_2.5D_DL model and a 2D DL model, both based on the cross-scale attention vision transformer (CrossFormer) neural network, along with a Radiomics model, were developed. These were integrated via ensemble learning into a stacking model. The MultiChannel_2.5D_DL model outperformed the 2D_DL and Radiomics models, with AUCs of 0.806-0.870. The stacking model achieved the highest AUC (0.855-0.904) across validation sets. Patients were stratified into high-risk and low-risk groups based on stacking model scores, with significant survival differences observed via Kaplan-Meier analysis and log-rank tests. The stacking model effectively identifies IDH wt TERTp-mutant gliomas and stratifies patient risk, aiding personalized prognosis.
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Affiliation(s)
- Wenju Niu
- Department of Radiology, First Hospital of Shanxi Medical University, Taiyuan, 030001, China
- College of Medical Imaging, Shanxi Medical University, Taiyuan, 030001, China
| | - Junyu Yan
- Department of Radiology, First Hospital of Shanxi Medical University, Taiyuan, 030001, China
- Academy of Medical Sciences, Shanxi Medical University, Taiyuan, 030001, China
- Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, 030001, China
| | - Min Hao
- Department of Radiology, First Hospital of Shanxi Medical University, Taiyuan, 030001, China
- College of Medical Imaging, Shanxi Medical University, Taiyuan, 030001, China
| | - Yibo Zhang
- Faculty of Robotics Science and Engineering, Northeastern University, Shenyang, 110000, China
| | - Tianshi Li
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100050, China
| | - Chen Liu
- College of Medical Imaging, Shanxi Medical University, Taiyuan, 030001, China
| | - Qijian Li
- College of Medical Imaging, Shanxi Medical University, Taiyuan, 030001, China
| | - Zihao Liu
- College of Medical Imaging, Shanxi Medical University, Taiyuan, 030001, China
| | - Yincheng Su
- College of Medical Imaging, Shanxi Medical University, Taiyuan, 030001, China
| | - Bo Peng
- College of Medical Imaging, 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
| | - Lei Wang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100050, China.
| | - Hui Zhang
- Department of Radiology, First Hospital of Shanxi Medical University, Taiyuan, 030001, China.
- College of Medical Imaging, Shanxi Medical University, Taiyuan, 030001, China.
- Shanxi Key Laboratory of Intelligent Imaging and Nanomedicine, First Hospital of Shanxi Medical University, Taiyuan, 030001, China.
- Intelligent Imaging Big Data and Functional Nano-imaging Engineering Research Center of Shanxi Province, First Hospital of Shanxi Medical University, Taiyuan, 030001, China.
| | - Guoqiang Yang
- Department of Radiology, First Hospital of Shanxi Medical University, Taiyuan, 030001, China.
- College of Medical Imaging, Shanxi Medical University, Taiyuan, 030001, China.
- Shanxi Key Laboratory of Intelligent Imaging and Nanomedicine, First Hospital of Shanxi Medical University, Taiyuan, 030001, China.
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Ippen FM, Hielscher T, Friedel D, Göbel K, Reuss D, Herold-Mende C, Krieg S, Deimling AV, Wick W, Sahm F, Suwala AK. The prognostic impact of CDKN2A/B hemizygous deletions in IDH-mutant glioma. Neuro Oncol 2025; 27:743-754. [PMID: 39530475 PMCID: PMC11889711 DOI: 10.1093/neuonc/noae238] [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: 06/20/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND Homozygous deletions of CDKN2A/B are known to predict poor prognosis in gliomas, but the impact of hemizygous deletions is less clear. This study aimed to evaluate the prognostic significance of hemizygous CDKN2A/B deletions in IDH-mutant low-grade astrocytomas and oligodendrogliomas. METHODS Tissue samples diagnosed as astrocytoma, IDH-mutant and oligodendroglioma, IDH-mutant, 1p/19q co-deleted CNS WHO grade 2 and 3 were collected from the archives of the Institute of Neuropathology in Heidelberg. DNA methylation analysis was performed on formalin-fixed paraffin-embedded samples. Evaluation of the CDKN2A/B locus was performed by visual inspection of copy-number plots derived from methylation-array data for each case. Hemizygous and homozygous losses were assessed in relation to whole chromosomal or larger segmental losses and gains in the chromosomal profile. Survival probabilities were assessed using the Kaplan-Meier method. RESULTS A total of 334 low-grade glioma cases were identified, including 173 astrocytomas and 161 oligodendrogliomas. Hemizygous deletions in CDKN2A/B (37/173 in astrocytomas, 15/161 in oligodendrogliomas) did not confer significantly worse survival outcomes compared to CDKN2A/B wild-type cases in neither low-grade astrocytoma (log-rank P = .2556; HR 2.29, 95% CI [0.76; 6.40], P = .135) nor oligodendroglioma (log-rank P = .2760; HR 0.17; 95% CI [0.01; 5.05]; P = .305), regardless of CNS WHO grade, which was further demonstrated on a subgroup of astrocytoma, IDH mutant CNS WHO 4 cases (log-rank P = .1680; HR 4.55, 95% CI [0.88; 24.51], P = .0689). CONCLUSIONS Hemizygous CDKN2A/B deletions do not significantly worsen OS or progression-free survival in IDH-mutant astrocytomas and oligodendrogliomas, CNS WHO grades 2 and 3.
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Affiliation(s)
- Franziska M Ippen
- National Center for Tumor Diseases (NCT), NCT Heidelberg, A Partnership Between DKFZ and University Hospital Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
- Department of Neurology, University Hospital Heidelberg, Heidelberg, Germany
| | - Thomas Hielscher
- Department of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Dennis Friedel
- Faculty of Bioscience, Heidelberg University, Heidelberg, Germany
- Department of Neuropathology, University Hospital Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Kirsten Göbel
- Department of Neuropathology, University Hospital Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - David Reuss
- Department of Neuropathology, University Hospital Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Christel Herold-Mende
- Department of Neurosurgery, University Hospital Heidelberg, Heidelberg, Germany
- Department of Neurosurgery, Division of Experimental Neurosurgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Sandro Krieg
- Department of Neurosurgery, University Hospital Heidelberg, Heidelberg, Germany
| | - Andreas v Deimling
- Department of Neuropathology, University Hospital Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Wolfgang Wick
- Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Neurology, University Hospital Heidelberg, Heidelberg, Germany
| | - Felix Sahm
- Department of Neuropathology, University Hospital Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Abigail K Suwala
- Department of Neuropathology, University Hospital Heidelberg, Heidelberg, Germany
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
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Onishi S, Yamasaki F, Amatya VJ, Yonezawa U, Taguchi A, Ozono I, Khairunnisa NI, Go Y, Takeshima Y, Horie N. Prognostic value of immunohistochemical staining for H3K27me3 and EZH2 in astrocytoma, IDH-mutant. J Neurooncol 2025; 172:185-194. [PMID: 39636550 PMCID: PMC11832638 DOI: 10.1007/s11060-024-04897-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2024] [Accepted: 11/22/2024] [Indexed: 12/07/2024]
Abstract
BACKGROUND H3 histone 27 lysine (H3K27) trimethylation (H3K27me3), which is catalyzed by enhancer of zeste homolog 2 (EZH2), regulates gene expression through epigenetic mechanisms. H3K27me3 is used as a diagnostic marker for diffuse midline glioma and as a surrogate marker to distinguish posterior fossa ependymoma A and B. However, the clinical significance of the EZH2-H3K27me3 axis in astrocytoma, IDH-mutant has not been reported, prompting this investigation. METHODS Thirty-three patients with astrocytoma, IDH-mutant treated at our institute were included in this study. Immunohistochemistry (IHC) targeting H3K27me3, H3K27M, EZH2, EZH inhibitory protein, IDH1-R132H, p53, ATRX, Ki-67, and MTAP was performed. Kaplan-Meier analysis and Cox regression analysis were performed to analyze the correlations of overall survival (OS) and progression-free survival (PFS) with various factors, including age, World Health Organization (WHO) grade, the extent of resection, and immunohistochemical results. RESULTS The mean patient age was 40.6 ± 11.0 years. IHC for H3K27me3 was positive in 19 patients and negative in 14 patients. The WHO grade and Ki-67 index were significantly higher in the H3K27me3-positive group (p = 0.004 and p = 0.024, respectively). OS and PFS were significantly shorter in the H3K27me3-positive group (p = 0.002 and p = 0.026, respectively). Furthermore, the H3K27me3 and EZH2 double-positive group was associated with a higher WHO grade and higher Ki-67 index (p = 0.001 and p = 0.024, respectively). In the analysis of patients with WHO grade 2/3, double positivity for H3K27me3 and EZH2 was linked to significantly shorter OS and PFS (p = 0.0053 and p = 0.0048, respectively). CONCLUSION Positivity for H3K27me3, especially double positivity for H3K27me3 and EZH2, could be a poor prognostic factor for astrocytoma, IDH-mutant. These results suggest the utility of H3K27me3 and EZH2 as candidate markers for estimating the malignancy of astrocytoma, IDH-mutant.
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Affiliation(s)
- Shumpei Onishi
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima City, Hiroshima, 734-8551, Japan
| | - Fumiyuki Yamasaki
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima City, Hiroshima, 734-8551, Japan.
| | - Vishwa Jeet Amatya
- Department of Pathology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Ushio Yonezawa
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima City, Hiroshima, 734-8551, Japan
| | - Akira Taguchi
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima City, Hiroshima, 734-8551, Japan
| | - Iori Ozono
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima City, Hiroshima, 734-8551, Japan
| | - Novita Ikbar Khairunnisa
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima City, Hiroshima, 734-8551, Japan
| | - Yukari Go
- Medical Division Technical Center, Hiroshima University, Hiroshima, Japan
| | - Yukio Takeshima
- Department of Pathology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Nobutaka Horie
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima City, Hiroshima, 734-8551, Japan
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Orasanu CI, Aschie M, Deacu M, Bosoteanu M, Vamesu S, Enciu M, Cozaru GC, Mitroi AF, Ghitoi SA, Cretu AM, Ursica OA, Voda RI. Comparative Clinical-Imaging and Histogenetic Analysis Between Astrocytoma IDH-Mutant Grade 4 and Glioblastoma IDH-Wildtype-Is There Really a Worse One? Diagnostics (Basel) 2025; 15:438. [PMID: 40002588 PMCID: PMC11854731 DOI: 10.3390/diagnostics15040438] [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: 01/11/2025] [Revised: 02/02/2025] [Accepted: 02/10/2025] [Indexed: 02/27/2025] Open
Abstract
Background: Brain tumors pose a significant health threat, leading to high morbidity and mortality rates. Astrocytoma IDH-mutant grade 4 (A4IDHmt) and glioblastoma IDH-wildtype (G4IDHwt) exhibit similar clinical and imaging characteristics. This study aims to highlight the differences in their clinical evolution and histogenetic aspects with the possible therapeutic impact, as well as the adverse prognostic factors in patient survival. Methods: We performed a 10-year retrospective study of grade 4 gliomas, evaluating immunomarkers and FISH tests. We also quantified tumor necrosis and microvascular density. Results: A total of 81 cases were identified; 54.32% were A4IDHmt. We observed that A4IDHmt patients were younger (34.10% under 50) and had a higher survival rate (4.55%). This group also exhibited a more pronounced microvascular density (p = 0.010) and proliferative index (p = 0.026). G4IDHwt was associated with larger tumor volumes (94.84 cm3 vs. 86.14 cm3), lower resectability rates (82.88% vs. 87.67%), and a more significant immature cell population (83.78% vs. 68.18%). In the case of both, the negative risk on survival in the univariate analysis is given by advanced age (A4IDHmt: HR = 1.035, G4IDHwt: HR = 1.045) and p53 immunopositivity (A4IDHmt: HR = 6.962, G4IDHwt: HR = 4.680). Conclusions: The negative risk factors for A4IDHmt include the rapid onset of clinical symptoms (HR = 2.038), diabetes mellitus (HR = 2.311), arterial hypertension (HR = 2.325), residual tumor (HR = 2.662), increased residual tumor volume (HR = 1.060), increased microvascular density (HR = 1.096), and high tumor necrosis (HR = 1.097). For G4IDHwt, the negative risk factors consist of increased residual volume (HR = 1.023), lost PTEN immunoreaction (HR = 33.133), and unmethylated DNA status (HR = 6.765, respectively HR = 20.573). Even if it has more risk factors, A4IDHmt is the lesser evil.
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Affiliation(s)
- Cristian Ionut Orasanu
- Department of Pathology, Clinical Service of Pathology, “Sf. Apostol Andrei” Emergency County Hospital, 900591 Constanta, Romania
- Faculty of Medicine, “Ovidius” University of Constanta, 900470 Constanta, Romania
- Center for Research and Development of the Morphological and Genetic Studies of Malignant Pathology (CEDMOG), “Ovidius” University, 900591 Constanta, Romania
| | - Mariana Aschie
- Department of Pathology, Clinical Service of Pathology, “Sf. Apostol Andrei” Emergency County Hospital, 900591 Constanta, Romania
- Faculty of Medicine, “Ovidius” University of Constanta, 900470 Constanta, Romania
- Center for Research and Development of the Morphological and Genetic Studies of Malignant Pathology (CEDMOG), “Ovidius” University, 900591 Constanta, Romania
- Department of Anatomy, Academy of Medical Sciences of Romania, 030171 Bucharest, Romania
- Department VIII—Medical Sciences, The Romanian Academy of Scientists, 030167 Bucharest, Romania
| | - Mariana Deacu
- Department of Pathology, Clinical Service of Pathology, “Sf. Apostol Andrei” Emergency County Hospital, 900591 Constanta, Romania
- Faculty of Medicine, “Ovidius” University of Constanta, 900470 Constanta, Romania
| | - Madalina Bosoteanu
- Department of Pathology, Clinical Service of Pathology, “Sf. Apostol Andrei” Emergency County Hospital, 900591 Constanta, Romania
- Faculty of Medicine, “Ovidius” University of Constanta, 900470 Constanta, Romania
| | - Sorin Vamesu
- Department of Pathology, Clinical Service of Pathology, “Sf. Apostol Andrei” Emergency County Hospital, 900591 Constanta, Romania
| | - Manuela Enciu
- Department of Pathology, Clinical Service of Pathology, “Sf. Apostol Andrei” Emergency County Hospital, 900591 Constanta, Romania
- Faculty of Medicine, “Ovidius” University of Constanta, 900470 Constanta, Romania
| | - Georgeta Camelia Cozaru
- Center for Research and Development of the Morphological and Genetic Studies of Malignant Pathology (CEDMOG), “Ovidius” University, 900591 Constanta, Romania
- Department of Genetics, Clinical Service of Pathology, “Sf. Apostol Andrei” Emergency County Hospital, 900591 Constanta, Romania
| | - Anca Florentina Mitroi
- Center for Research and Development of the Morphological and Genetic Studies of Malignant Pathology (CEDMOG), “Ovidius” University, 900591 Constanta, Romania
- Department of Genetics, Clinical Service of Pathology, “Sf. Apostol Andrei” Emergency County Hospital, 900591 Constanta, Romania
| | - Sinziana Andra Ghitoi
- Department of Pathology, Clinical Service of Pathology, “Sf. Apostol Andrei” Emergency County Hospital, 900591 Constanta, Romania
- Faculty of Medicine, “Ovidius” University of Constanta, 900470 Constanta, Romania
| | - Ana Maria Cretu
- Department of Pathology, Clinical Service of Pathology, “Sf. Apostol Andrei” Emergency County Hospital, 900591 Constanta, Romania
- Center for Research and Development of the Morphological and Genetic Studies of Malignant Pathology (CEDMOG), “Ovidius” University, 900591 Constanta, Romania
| | - Oana Andreea Ursica
- Department of Pathology, Clinical Service of Pathology, “Sf. Apostol Andrei” Emergency County Hospital, 900591 Constanta, Romania
- Faculty of Medicine, “Ovidius” University of Constanta, 900470 Constanta, Romania
| | - Raluca Ioana Voda
- Department of Pathology, Clinical Service of Pathology, “Sf. Apostol Andrei” Emergency County Hospital, 900591 Constanta, Romania
- Faculty of Medicine, “Ovidius” University of Constanta, 900470 Constanta, Romania
- Center for Research and Development of the Morphological and Genetic Studies of Malignant Pathology (CEDMOG), “Ovidius” University, 900591 Constanta, Romania
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Park SS, Roh TH, Tanaka Y, Kim YH, Park SH, Kim TG, Eom SY, Park TJ, Park IH, Kim SH, Kim JH. High p16 INK4A expression in glioblastoma is associated with senescence phenotype and better prognosis. Neoplasia 2025; 60:101116. [PMID: 39724755 PMCID: PMC11729681 DOI: 10.1016/j.neo.2024.101116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Revised: 11/27/2024] [Accepted: 12/18/2024] [Indexed: 12/28/2024]
Abstract
Glioblastoma, isocitrate dehydrogenase (IDH)-wildtype (GBM), is the most malignant brain tumor in adults, with limited therapeutic intervention. Previous studies have identified a few prognostic markers for GBM, including the methylation status of O6-methylguanine-DNA methyltransferase (MGMT) promoter, TERT promoter mutation, EGFR amplification, and CDKN2A/2B deletion. However, the classification of GBM remains incomplete, necessitating a comprehensive analysis. In this study, we investigated the impact of p16INK4A expression in GBM and found that p16INK4A-high GBM exhibits distinct characteristics compared to p16INK4A-low GBM. Specifically, tumor cells with p16INK4A-high expression display a senescent phenotype and are correlated with higher intra-tumoral immune cell infiltration. Furthermore, an association was observed between elevated p16INK4A expression in GBM and extended overall survival of patients. Our in vivo and in vitro studies revealed that CCL13 is predominantly expressed by p16INK4A-high GBM cells. The released CCL13 enhances the infiltration of T cells within the tumor, potentially contributing to the improved prognosis observed in patients with high p16INK4A expression. These findings suggest that tumor cells with a senescence phenotype in GBM, through the secretion of chemokines such as CCL13, may augment immune cell infiltration and potentially enhance patient outcomes by creating a more immunologically active tumor microenvironment.
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Affiliation(s)
- Soon Sang Park
- Department of Biochemistry and Molecular Biology, Ajou University School of Medicine, Suwon 16499, Republic of Korea; Inflammaging Translational Research Center, Ajou University Hospital, Suwon 16499, Republic of Korea
| | - Tae Hoon Roh
- Department of Neurosurgery, Ajou University School of Medicine, Suwon 16499, Republic of Korea
| | - Yoshiaki Tanaka
- Maisonneuve-Rosemont Hospital Research Center, Department of Medicine, University of Montreal, H1T2M4 Canada
| | - Young Hwa Kim
- Inflammaging Translational Research Center, Ajou University Hospital, Suwon 16499, Republic of Korea; Department of Pathology, Ajou University School of Medicine, Suwon 16499, Republic of Korea
| | - So Hyun Park
- Inflammaging Translational Research Center, Ajou University Hospital, Suwon 16499, Republic of Korea; Department of Pathology, Ajou University School of Medicine, Suwon 16499, Republic of Korea
| | - Tae-Gyu Kim
- Inflammaging Translational Research Center, Ajou University Hospital, Suwon 16499, Republic of Korea; Department of Pathology, Ajou University School of Medicine, Suwon 16499, Republic of Korea
| | - So Yeong Eom
- Department of Pathology, Ajou University School of Medicine, Suwon 16499, Republic of Korea
| | - Tae Jun Park
- Department of Biochemistry and Molecular Biology, Ajou University School of Medicine, Suwon 16499, Republic of Korea; Inflammaging Translational Research Center, Ajou University Hospital, Suwon 16499, Republic of Korea
| | - In-Hyun Park
- Department of Genetics, Yale Stem Cell Center, Yale Child Study Center, Yale School of Medicine, New Haven 06520, USA
| | - Se-Hyuk Kim
- Department of Neurosurgery, Ajou University School of Medicine, Suwon 16499, Republic of Korea.
| | - Jang-Hee Kim
- Department of Pathology, Ajou University School of Medicine, Suwon 16499, Republic of Korea.
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10
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Fleming JL, Chakravarti A. Recent Advancements and Future Perspectives on Molecular Biomarkers in Adult Lower-Grade Gliomas. Cancer J 2025; 31:e0758. [PMID: 39841423 DOI: 10.1097/ppo.0000000000000758] [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: 01/23/2025]
Abstract
ABSTRACT There has been a significant paradigm shift in the clinical management of lower-grade glioma patients given the recent updates to the 2021 World Health Organization classification along with long-term results from randomized phase III clinical trials. As a result, we are now better able to diagnose and assign patients to the most appropriate treatment course. This review provides a comprehensive summary of the most robust and reliable molecular biomarkers for adult lower-grade gliomas and discusses current challenges facing this patient population that future correlative biology studies combined with advancements in technologies could help overcome.
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Affiliation(s)
- Jessica L Fleming
- From the Department of Radiation Oncology, Ohio State University Comprehensive Cancer Center, Columbus, OH
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11
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Nakasu S, Deguchi S, Nakasu Y. Frequency and Prognostic Impact of CDKN2A/B Alteration in Oligodendrogliomas: Systematic Review and Meta-analysis. Neurol Med Chir (Tokyo) 2024; 64:442-450. [PMID: 39443123 PMCID: PMC11729257 DOI: 10.2176/jns-nmc.2024-0105] [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: 05/12/2024] [Accepted: 08/14/2024] [Indexed: 10/25/2024] Open
Abstract
Isocitrate dehydrogenase (IDH) -mutant astrocytomas with homozygous deletion of cyclin-dependent kinase 2A/B (CDKN2A/B-HomoD) are categorized to grade 4 in the new World Health Organization (WHO) classification. However, the clinical implications of CDKN2A/B-HomoD in oligodendrogliomas remain unclear. This study systematically reviewed and meta-analyzed the literature on molecularly defined oligodendrogliomas (mOlig) to find the frequency and prognostic significance of CDKN2A/B gene alterations. Overall survival was worse in patients with CDKN2A/B-HomoD [pooled hazard ratio (pHR) 2.44; 95% confidential interval (CI), 1.59-3.76; P < 0.0001; 7 studies, 1,012 patients] than in those without CDKN2A/B-HomoD. Although the frequency (95% CI) was very low in grade 2 tumors (0.31%; 0.02-0.4) than in grade 3 tumors (9.4%; 6.2-14.0; I2 = 52.0%), pHR of multivariate analyses with covariates of WHO grade and age was still significant (P = 0.017). In contrast, the method in CDKN2A/B evaluation was a significant factor for the heterogeneity in frequency. The pooled frequency of CDKN2A/B-HomoD in grade 3 mOlig by fluorescence in situ hybridization (FISH) (20.3%) was higher than that by other methods (7.3%; P < 0.0006), probably due to the lower threshold for CDKN2A/B-HomoD in FISH studies that was used in this analysis. The frequency (95% CI) of other alterations of the CDKN2A/B gene, i.e., mutation, hemizygous deletion, and promoter methylation, was estimated as 1.48% (0.6-3.5), 15.9% (9.8-24.7), and 20.6% (13.7-29.8), respectively. The clinical significance of these alterations remains unclear due to the immaturity of the investigations.
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Affiliation(s)
| | - Shoichi Deguchi
- Department of Neurosurgery, Nagoya University Graduate School of Medicine
- Division of Neurosurgery, Shizuoka Cancer Center
| | - Yoko Nakasu
- Department of Neurosurgery, Shiga University of Medical Science
- Division of Neurosurgery, Shizuoka Cancer Center
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12
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Sharma B, Agriantonis G, Shafaee Z, Twelker K, Bhatia ND, Kuschner Z, Arnold M, Agcon A, Dave J, Mestre J, Arora S, Ghanta H, Whittington J. Role of Podoplanin (PDPN) in Advancing the Progression and Metastasis of Glioblastoma Multiforme (GBM). Cancers (Basel) 2024; 16:4051. [PMID: 39682237 DOI: 10.3390/cancers16234051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 11/22/2024] [Accepted: 12/02/2024] [Indexed: 12/18/2024] Open
Abstract
Glioblastoma multiforme (GBM) is a malignant primary brain tumor categorized as a Grade 4 astrocytic glioma by the World Health Organization (WHO). Some of the established risk factors of GBM include inherited genetic syndromes, body mass index, alcohol consumption, use of non-steroidal anti-inflammatory drugs (NSAIDs), and therapeutic ionizing radiation. Vascular anomalies, including local and peripheral thrombosis, are common features of GBM. Podoplanin (PDPN), a ligand of the C-type lectin receptor (CLEC-2), promotes platelet activation, aggregation, venous thromboembolism (VTE), lymphatic vessel formation, and tumor metastasis in GBM patients. It is regulated by Prox1 and is expressed in developing and adult mammalian brains. It was initially identified on lymphatic endothelial cells (LECs) as the E11 antigen and on fibroblastic reticular cells (FRCs) of lymphoid organs and thymic epithelial cells as gp38. In recent research studies, its expression has been linked with prognosis in GBM. PDPN-expressing cancer cells are highly pernicious, with a mutant aptitude to form stem cells. Such cells, on colocalization to the surrounding tissues, transition from epithelial to mesenchymal cells, contributing to the malignant carcinogenesis of GBM. PDPN can be used as an independent prognostic factor in GBM, and this review provides strong preclinical and clinical evidence supporting these claims.
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Affiliation(s)
- Bharti Sharma
- Department of Surgery, NYC Health and Hospitals, Elmhurst Hospital Center, New York, NY 11373, USA
- Department of Surgery, Icahn School of Medicine at the Mount Sinai Hospital, New York, NY 10029, USA
| | - George Agriantonis
- Department of Surgery, NYC Health and Hospitals, Elmhurst Hospital Center, New York, NY 11373, USA
- Department of Surgery, Icahn School of Medicine at the Mount Sinai Hospital, New York, NY 10029, USA
| | - Zahra Shafaee
- Department of Surgery, NYC Health and Hospitals, Elmhurst Hospital Center, New York, NY 11373, USA
- Department of Surgery, Icahn School of Medicine at the Mount Sinai Hospital, New York, NY 10029, USA
| | - Kate Twelker
- Department of Surgery, NYC Health and Hospitals, Elmhurst Hospital Center, New York, NY 11373, USA
- Department of Surgery, Icahn School of Medicine at the Mount Sinai Hospital, New York, NY 10029, USA
| | - Navin D Bhatia
- Department of Surgery, NYC Health and Hospitals, Elmhurst Hospital Center, New York, NY 11373, USA
- Department of Surgery, Icahn School of Medicine at the Mount Sinai Hospital, New York, NY 10029, USA
| | - Zachary Kuschner
- Department of Surgery, NYC Health and Hospitals, Elmhurst Hospital Center, New York, NY 11373, USA
- Department of Surgery, Icahn School of Medicine at the Mount Sinai Hospital, New York, NY 10029, USA
| | - Monique Arnold
- Department of Emergency Medicine, Icahn School of Medicine at the Mount Sinai Hospital, New York, NY 10029, USA
| | - Aubrey Agcon
- Department of Surgery, NYC Health and Hospitals, Elmhurst Hospital Center, New York, NY 11373, USA
| | - Jasmine Dave
- Department of Surgery, NYC Health and Hospitals, Elmhurst Hospital Center, New York, NY 11373, USA
- Department of Surgery, Icahn School of Medicine at the Mount Sinai Hospital, New York, NY 10029, USA
| | - Juan Mestre
- Department of Surgery, NYC Health and Hospitals, Elmhurst Hospital Center, New York, NY 11373, USA
- Department of Surgery, Icahn School of Medicine at the Mount Sinai Hospital, New York, NY 10029, USA
| | - Shalini Arora
- Department of Surgery, NYC Health and Hospitals, Elmhurst Hospital Center, New York, NY 11373, USA
- Department of Surgery, Icahn School of Medicine at the Mount Sinai Hospital, New York, NY 10029, USA
| | - Hima Ghanta
- Department of Surgery, NYC Health and Hospitals, Elmhurst Hospital Center, New York, NY 11373, USA
- Department of Surgery, Icahn School of Medicine at the Mount Sinai Hospital, New York, NY 10029, USA
| | - Jennifer Whittington
- Department of Surgery, NYC Health and Hospitals, Elmhurst Hospital Center, New York, NY 11373, USA
- Department of Surgery, Icahn School of Medicine at the Mount Sinai Hospital, New York, NY 10029, USA
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13
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Zhu M, Han F, Gao J, Yang J, Yin L, Du Z, Zhang J. Clinically Available and Reproducible Prediction Models for IDH and CDKN2A/B Gene Status in Adult-type Diffuse Gliomas. Acad Radiol 2024; 31:5164-5174. [PMID: 38944632 DOI: 10.1016/j.acra.2024.06.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Revised: 06/06/2024] [Accepted: 06/15/2024] [Indexed: 07/01/2024]
Abstract
PURPOSE Isocitrate dehydrogenase (IDH) and cyclin-dependent kinase inhibitor (CDKN) 2A/B status holds important prognostic value in diffuse gliomas. We aimed to construct prediction models using clinically available and reproducible characteristics for predicting IDH-mutant and CDKN2A/B homozygous deletion in adult-type diffuse glioma patients. MATERIALS AND METHODS This retrospective, two-center study analysed 272 patients with adult-type diffuse glioma (230 for primary cohort and 42 for external validation cohort). Two radiologists independently assessed the patients' images according to the Visually AcceSAble Rembrandt Images (VASARI) feature set. Least absolute shrinkage and selection operator (LASSO) regression analysis was used to optimise variable selection. Multivariable logistic regression analysis was used to develop the prediction models. Calibration plots, receiver operating characteristic (ROC) curves, and decision curve analysis (DCA) were used to validate the models. Nomograms were developed visually based on the prediction models. RESULTS The interobserver agreement between the two radiologists for VASARI features was excellent (κ range, 0.813-1). For the IDH-mutant prediction model, the area under the curves (AUCs) was 0.88-0.96 in the internal and external validation sets, For the CDKN2A/B homozygous deletion model, the AUCs were 0.80-0.86 in the internal and external validation sets. The decision curves show that both prediction models had good net benefits. CONCLUSION The prediction models which basing on VASARI and clinical features provided a reliable and clinically meaningful preoperative prediction for IDH and CDKN2A/B status in diffuse glioma patients. These findings provide a foundation for precise preoperative non-invasive diagnosis and personalised treatment approaches for adult-type diffuse glioma patients.
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Affiliation(s)
- MeiLin Zhu
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai 200040, China (M.Z., F.H., J.G., J.Y., J.Z.)
| | - Fang Han
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai 200040, China (M.Z., F.H., J.G., J.Y., J.Z.)
| | - JiaHao Gao
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai 200040, China (M.Z., F.H., J.G., J.Y., J.Z.)
| | - Jing Yang
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai 200040, China (M.Z., F.H., J.G., J.Y., J.Z.)
| | - LongLin Yin
- Department of Radiology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu 610072, China (L.Y.)
| | - ZunGuo Du
- Department of Pathology, Huashan Hospital, Fudan University, Shanghai 200040, China (Z.D.)
| | - JiaWen Zhang
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai 200040, China (M.Z., F.H., J.G., J.Y., J.Z.).
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14
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Noack D, Wach J, Barrantes-Freer A, Nicolay NH, Güresir E, Seidel C. Homozygous CDKN2A/B deletions in low- and high-grade glioma: a meta-analysis of individual patient data and predictive values of p16 immunohistochemistry testing. Acta Neuropathol Commun 2024; 12:180. [PMID: 39593128 PMCID: PMC11590270 DOI: 10.1186/s40478-024-01889-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Accepted: 11/10/2024] [Indexed: 11/28/2024] Open
Abstract
CDKN2A/B deletions are prognostically relevant in low- and high-grade gliomas. Data on this is derived from heterogeneous series, an accurate estimation of survival risk from homozygous CDKN2A/B deletion is missing. Besides genetic testing, p16-immunohistochemistry (IHC) as a less cost intensive means for indirect detection of CDKN2A/B alterations is possible but not validated in larger datasets. The present meta-analysis aimed to (1) reconstruct individual patient data (IPD) and estimate overall survival (OS) stratified by CDKN2A/B status from all literature and to (2) determine accuracy of p16 testing for CDKNA2/B detection from published studies. For survival analysis according to CDKN2A/B status 460 records were screened, four articles with 714 participants were included. In IDH-wildtype (IDH-wt) gliomas, 57.07% harbored the deletion compared to 9.76% in IDH-mutant (IDH-mut) gliomas. Median OS of patients with IDH-wt gliomas and homozygous CDKN2A/B deletion was 13.0 months compared to 18.0 months with non-deleted CDKN2A/B (p = 0.014, Log-Rank). With homozygous deletion of CDKN2A/B the risk of death was increased by 1.5 (95%-CI 1.1-2.1). Median OS in patients with IDH-mut gliomas without CDKN2A/B deletion was 92.0 months compared to 40.0 months with CDKN2A/B deletion (p < 0.001, Log-Rank). CDKN2A/B deletions were associated with a significantly shorter OS (HR = 3.2; 95%-CI 2.2-5.5). For p16 IHC analysis, 10 eligible studies with 1087 examined samples were included. The cut-off for retention differed between the studies. In 588/662 p16 retained cases CDKN2A/B deletions was not detected, implying a negative predictive value (NPV) of p16 staining of 88.8%. Conversely, 279/425 p16 absent cases showed a CDKN2A/B deletion resulting in a positive predictive value (PPV) of 65.6%. Sensitivity of p16 staining for CDKN2A/B detection was 79.0%, specificity 80.1%. Highest diagnostic accuracy of p16 IHC was reached with a cut-off of > 5% and within IDH-mut glioma.
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Affiliation(s)
- Darius Noack
- Department of Radiation Oncology, University Leipzig Medical Center, Stephanstraße 9a, 04103, Leipzig, Germany
- Comprehensive Cancer Center Central Germany (CCCG), 04103, Leipzig, Germany
| | - Johannes Wach
- Department of Neurosurgery, University Leipzig Medical Center, 04103, Leipzig, Germany
| | - Alonso Barrantes-Freer
- Paul-Flechsig Institute of Neuropathology, University Leipzig Medical Center, 04103, Leipzig, Germany
| | - Nils H Nicolay
- Department of Radiation Oncology, University Leipzig Medical Center, Stephanstraße 9a, 04103, Leipzig, Germany
- Comprehensive Cancer Center Central Germany (CCCG), 04103, Leipzig, Germany
| | - Erdem Güresir
- Department of Neurosurgery, University Leipzig Medical Center, 04103, Leipzig, Germany
| | - Clemens Seidel
- Department of Radiation Oncology, University Leipzig Medical Center, Stephanstraße 9a, 04103, Leipzig, Germany.
- Comprehensive Cancer Center Central Germany (CCCG), 04103, Leipzig, Germany.
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Gao L, Li Y, Zhu H, Liu Y, Li S, Li L, Zhang J, Shen N, Zhu W. Application of preoperative advanced diffusion magnetic resonance imaging in evaluating the postoperative recurrence of lower grade gliomas. Cancer Imaging 2024; 24:134. [PMID: 39385297 PMCID: PMC11462830 DOI: 10.1186/s40644-024-00782-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 09/30/2024] [Indexed: 10/12/2024] Open
Abstract
BACKGROUND Recurrence of lower grade glioma (LrGG) appeared to be unavoidable despite considerable research performed in last decades. Thus, we evaluated the postoperative recurrence within two years after the surgery in patients with LrGG by preoperative advanced diffusion magnetic resonance imaging (dMRI). MATERIALS AND METHODS 48 patients with lower-grade gliomas (23 recurrence, 25 nonrecurrence) were recruited into this study. Different models of dMRI were reconstructed, including apparent fiber density (AFD), white matter tract integrity (WMTI), diffusion tensor imaging (DTI), diffusion kurtosis imaging (DKI), neurite orientation dispersion and density imaging (NODDI), Bingham NODDI and standard model imaging (SMI). Orthogonal Partial Least Squares-Discriminant Analysis (OPLS-DA) was used to construct a multiparametric prediction model for the diagnosis of postoperative recurrence. RESULTS The parameters derived from each dMRI model, including AFD, axon water fraction (AWF), mean diffusivity (MD), mean kurtosis (MK), fractional anisotropy (FA), intracellular volume fraction (ICVF), extra-axonal perpendicular diffusivity (De⊥), extra-axonal parallel diffusivity (De∥) and free water fraction (fw), showed significant differences between nonrecurrence group and recurrence group. The extra-axonal perpendicular diffusivity (De⊥) had the highest area under curve (AUC = 0.885), which was significantly higher than others. The variable importance for the projection (VIP) value of De⊥ was also the highest. The AUC value of the multiparametric prediction model merging AFD, WMTI, DTI, DKI, NODDI, Bingham NODDI and SMI was up to 0.96. CONCLUSION Preoperative advanced dMRI showed great efficacy in evaluating postoperative recurrence of LrGG and De⊥ of SMI might be a valuable marker.
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Affiliation(s)
- Luyue Gao
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China
- Department of Radiology, Qianjiang Central Hospital, 22 Zhanghua Middle Road, Qianjiang, 433100, PR China
| | - Yuanhao Li
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China
| | - Hongquan Zhu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China
| | - Yufei Liu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China
| | - Shihui Li
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China
| | - Li Li
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China
| | - Jiaxuan Zhang
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China
| | - Nanxi Shen
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China.
| | - Wenzhen Zhu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, PR China.
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Lee SH, Kim TG, Ryu KH, Kim SH, Kim YZ. CDKN2A Homozygous Deletion Is a Stronger Predictor of Outcome than IDH1/2-Mutation in CNS WHO Grade 4 Gliomas. Biomedicines 2024; 12:2256. [PMID: 39457569 PMCID: PMC11505494 DOI: 10.3390/biomedicines12102256] [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: 08/31/2024] [Revised: 09/29/2024] [Accepted: 10/01/2024] [Indexed: 10/28/2024] Open
Abstract
Background: We primarily investigated the prognostic role of CDKN2A homozygous deletion in CNS WHO grade 4 gliomas. Additionally, we plan to examine traditional prognostic factors for grade 4 gliomas and validate the findings. Materials: We conducted a retrospective analysis of the glioma cohorts at our institute. We reviewed medical records spanning a 15-year period and examined pathological slides for an updated diagnosis according to the 2021 WHO classification of CNS tumors. We examined the IDH1/2 mutation and CDKN2A deletion using NGS analysis with ONCOaccuPanel®. Further, we examined traditional prognostic factors, including age, WHO performance status, extent of resection, and MGMT promoter methylation status. Results: The mean follow-up duration was 27.5 months (range: 4.1-43.5 months) and mean overall survival (OS) was 20.7 months (SD, ±1.759). After the exclusion of six patients with a poor status of pathologic samples, a total of 136 glioblastoma cases diagnosed by previous WHO classification criteria were newly classified into 29 (21.3%) astrocytoma, IDH-mutant, and CNS WHO grade 4 cases, and 107 (78.7%) glioblastoma, IDH-wildtype, and CNS WHO grade 4 cases. Among them, 61 (56.0%) had CDKN2A deletions. The high-risk group with CDKN2A deletion regardless of IDH1/2 mutation had a mean OS of 16.65 months (SD, ±1.554), the intermediate-risk group without CDKN2A deletion and with IDH1/2 mutation had a mean OS of 21.85 months (SD, ±2.082), and the low-risk group without CDKN2A deletion and with IDH1/2 mutation had a mean OS of 33.38 months (SD, ±2.946). Multifactor analysis showed that age (≥50 years vs. <50 years; HR 4.645), WHO performance (0, 1 vs. 2; HR 5.002), extent of resection (gross total resection vs. others; HR 5.528), MGMT promoter methylation, (methylated vs. unmethylated; HR 5.078), IDH1/2 mutation (mutant vs. wildtype; HR 6.352), and CDKN2A deletion (absence vs. presence; HR 13.454) were associated with OS independently. Conclusions: The present study suggests that CDKN2A deletion plays a powerful prognostic role in CNS WHO grade 4 gliomas. Even if CNS WHO grade 4 gliomas have mutant IDH1/2, they may have poor clinical outcomes because of CDKN2A deletion.
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Affiliation(s)
- Sang Hyuk Lee
- Division of Neuro Oncology and Department of Neurosurgery, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon 51353, Republic of Korea;
| | - Tae Gyu Kim
- Department of Radiation Oncology, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon 51353, Republic of Korea;
| | - Kyeong Hwa Ryu
- Department of Radiology, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon 51353, Republic of Korea;
| | - Seok Hyun Kim
- Division of Hematology and Medical Oncology, Department of Internal Medicine, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon 51353, Republic of Korea;
| | - Young Zoon Kim
- Division of Neuro Oncology and Department of Neurosurgery, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon 51353, Republic of Korea;
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Lu VM, Jallo GI, Shimony N. Intramedullary pediatric low-grade glioma of the spine. Childs Nerv Syst 2024; 40:3107-3117. [PMID: 38904769 DOI: 10.1007/s00381-024-06499-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 06/10/2024] [Indexed: 06/22/2024]
Abstract
PURPOSE Pediatric intramedullary spinal cord low-grade gliomas (pLGGs) are rare diagnoses among central nervous system (CNS) tumors in the pediatric population. The classic presentation of the patients includes some degree of neurologic deficit, although many times the symptoms are vague which leads to delayed diagnosis. MATERIAL AND METHODS The first step in the diagnosis includes special parameters in spinal imaging, particularly magnetic resonance imaging (MRI), and surgical resection remains the cornerstone for both diagnosis and treatment. Yet, recent years advancement in molecular and genetic understanding of CNS tumors allows for better adjustment of the treatment and follow-up regimens. Based on postoperative status, adjuvant therapy may provide additional therapeutic advantage for some types of tumors. CONCLUSION Ultimately, patients have a very promising prognosis when treated appropriately in most of the cases of pediatric spinal cord LGG with continued advances arising. This manuscript summarizes the most contemporary evidence regarding clinical and treatment features of intramedullary pLGGs.
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Affiliation(s)
- Victor M Lu
- Department of Neurological Surgery, University of Miami, Jackson Memorial Hospital, Miami, FL, USA
| | - George I Jallo
- Institute for Brain Protection Sciences, Johns Hopkins All Children's Hospital, St Petersburg, FL, USA.
- Department of Neurosurgery, Johns Hopkins University, Baltimore, MD, USA.
| | - Nir Shimony
- Department of Neurosurgery, Johns Hopkins University, Baltimore, MD, USA
- Department of Surgery, St. Jude Children's Research Hospital, Memphis, TN, USA
- Le Bonheur Neuroscience Institute, Le Bonheur Children's Hospital, Memphis, TN, USA
- Department of Neurosurgery, University of Tennessee Health Science Center, Memphis, TN, USA
- Semmes-Murphey Clinic, Memphis, TN, USA
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18
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Onishi S, Kojima M, Yamasaki F, Amatya VJ, Yonezawa U, Taguchi A, Ozono I, Go Y, Takeshima Y, Hiyama E, Horie N. T2-FLAIR mismatch sign, an imaging biomarker for CDKN2A-intact in non-enhancing astrocytoma, IDH-mutant. Neurosurg Rev 2024; 47:412. [PMID: 39117984 PMCID: PMC11310237 DOI: 10.1007/s10143-024-02632-5] [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: 12/23/2023] [Revised: 07/09/2024] [Accepted: 07/29/2024] [Indexed: 08/10/2024]
Abstract
INTRODUCTION The WHO classification of central nervous system tumors (5th edition) classified astrocytoma, IDH-mutant accompanied with CDKN2A/B homozygous deletion as WHO grade 4. Loss of immunohistochemical (IHC) staining for methylthioadenosine phosphorylase (MTAP) was developed as a surrogate marker for CDKN2A-HD. Identification of imaging biomarkers for CDKN2A status is of immense clinical relevance. In this study, we explored the association between radiological characteristics of non-enhancing astrocytoma, IDH-mutant to the CDKN2A/B status. METHODS Thirty-one cases of astrocytoma, IDH-mutant with MTAP results by IHC were included in this study. The status of CDKN2A was diagnosed by IHC staining for MTAP in all cases, which was further confirmed by comprehensive genomic analysis in 12 cases. The T2-FLAIR mismatch sign, cystic component, calcification, and intratumoral microbleeding were evaluated. The relationship between the radiological features and molecular pathological diagnosis was analyzed. RESULTS Twenty-six cases were identified as CDKN2A-intact while 5 cases were CDKN2A-HD. The presence of > 33% and > 50% T2-FLAIR mismatch was observed in 23 cases (74.2%) and 14 cases (45.2%), respectively, and was associated with CDKN2A-intact astrocytoma (p = 0.0001, 0.0482). None of the astrocytoma, IDH-mutant with CDKN2A-HD showed T2-FLAIR mismatch sign. Cystic component, calcification, and intratumoral microbleeding were not associated with CDKN2A status. CONCLUSION In patients with non-enhancing astrocytoma, IDH-mutant, the T2-FLAIR mismatch sign is a potential imaging biomarker for the CDKN2A-intact subtype. This imaging biomarker may enable preoperative prediction of CDKN2A status among astrocytoma, IDH-mutant.
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Affiliation(s)
- Shumpei Onishi
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima City, 734-8551, Hiroshima, Japan
| | - Masato Kojima
- Department of Pediatric Surgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
- Natural Science Center for Basic Research and Development, Hiroshima University, Hiroshima, Japan
| | - Fumiyuki Yamasaki
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima City, 734-8551, Hiroshima, Japan.
| | - Vishwa Jeet Amatya
- Department of Pathology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Ushio Yonezawa
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima City, 734-8551, Hiroshima, Japan
| | - Akira Taguchi
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima City, 734-8551, Hiroshima, Japan
| | - Iori Ozono
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima City, 734-8551, Hiroshima, Japan
| | - Yukari Go
- Medical Division Technical Center, Hiroshima University, Hiroshima, Japan
| | - Yukio Takeshima
- Department of Pathology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Eiso Hiyama
- Department of Pediatric Surgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
- Natural Science Center for Basic Research and Development, Hiroshima University, Hiroshima, Japan
| | - Nobutaka Horie
- Department of Neurosurgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima City, 734-8551, Hiroshima, Japan
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Yang H, Zhu Z, Long C, Niu F, Zhou J, Chen S, Ye M, Peng S, Zhang X, Chen Y, Wei L, Wang H, Liu D, Yao M, Zhang X, Zhang B. Quantitative and Qualitative Parameters of DCE-MRI Predict CDKN2A/B Homozygous Deletion in Gliomas. Acad Radiol 2024; 31:3355-3365. [PMID: 38443208 DOI: 10.1016/j.acra.2024.02.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 02/05/2024] [Accepted: 02/11/2024] [Indexed: 03/07/2024]
Abstract
RATIONALE AND OBJECTIVES Homozygous deletion (HD) of CDKN2A/B holds important prognostic value in gliomas. This study aimed to explore the predictive potential of conventional MRI characteristics combined with dynamic contrast-enhanced MRI parameters in predicting CDKN2A/B HD status in gliomas. MATERIALS AND METHODS Preoperative MRI data of 105 patients (69 without CDKN2A/B HD, and 36 with CDKN2A/B homozygous deletion) with gliomas were retrospectively collected. Conventional MRI features and dynamic contrast-enhanced-MRI qualitative parameter time-intensity curve type, quantitative parameters Ktrans, Kep, Ve, Vp, and iAUC were obtained. Logistic regression models for prediction of CDKN2A/B HD status were constructed in all types of gliomas and both subtypes of IDH-mutant and IDH-wild gliomas. RESULTS Multivariate analysis for all patients demonstrated that age (OR=1.103, p = 0.002) and Ktrans (OR=1.051, p < 0.001) independently predicted CDKN2A/B HD. In IDH-mutant subgroup, multivariate analysis results indicated that Ktrans (OR=1.098, p = 0.031) emerged as autonomous predictors of CDKN2A/B HD. In IDH-wild subgroup, age (OR=1.111, p = 0.002) and Ktrans (OR=1.032, p = 0.001) were independent predictors of CDKN2A/B HD according to the multivariate analysis. The areas under the receiver operating characteristic curve of the corresponding models were 0.90, 0.95 and 0.84, respectively. CONCLUSION Ktrans can serve as valuable predictive parameters for identifying CDKN2A/B HD status in all types of gliomas and both subtypes of IDH-mutant and IDH-wild gliomas. These findings provide a foundation for precise preoperative non-invasive diagnosis and personalized treatment approaches for glioma patients.
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Affiliation(s)
- Huiquan Yang
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Zhengyang Zhu
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Cong Long
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Fengnan Niu
- Department of Pathology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Jianan Zhou
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Sixuan Chen
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Meiping Ye
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Siqi Peng
- School of Life Science and Technology, Key Laboratory of Developmental Genes and Human Disease, Southeast University, Nanjing, China
| | - Xue Zhang
- Department of Pathology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Ying Chen
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Liangpeng Wei
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Haoyao Wang
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Dongming Liu
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Mei Yao
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
| | - Xin Zhang
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China.
| | - Bing Zhang
- Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China; Medical Imaging Center, Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China; Institute of Medical Imaging and Artificial Intelligence, Nanjing University, Nanjing, China; Jiangsu Key Laboratory of Molecular Medicine, Nanjing, China; Institute of brain Science, Nanjing University, Nanjing, China
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20
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Nasser AM, Melamed L, Wetzel EA, Chang JCC, Nagashima H, Kitagawa Y, Muzyka L, Wakimoto H, Cahill DP, Miller JJ. CDKN2A/B Homozygous Deletion Sensitizes IDH-Mutant Glioma to CDK4/6 Inhibition. Clin Cancer Res 2024; 30:2996-3005. [PMID: 38718141 PMCID: PMC11250907 DOI: 10.1158/1078-0432.ccr-24-0562] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 04/10/2024] [Accepted: 05/06/2024] [Indexed: 07/16/2024]
Abstract
PURPOSE Treatment paradigms for isocitrate dehydrogenase (IDH)-mutant gliomas are rapidly evolving. Although typically indolent and responsive to initial treatment, these tumors invariably recur at a higher grade and require salvage treatment. Homozygous deletion of the tumor suppressor gene CDKN2A/B frequently emerges at recurrence in these tumors, driving poor patient outcomes. We investigated the effect of CDK-Rb pathway blockade on IDH-mutant glioma growth in vitro and in vivo using CDK4/6 inhibitors (CDKi). EXPERIMENTAL DESIGN Cell viability, proliferation assays, and flow cytometry were used to examine the pharmacologic effect of two distinct CDKi, palbociclib and abemaciclib, in multiple patient-derived IDH-mutant glioma lines. Isogenic models were used to directly investigate the influence of CDKN2A/B status on CDKi sensitivity. Orthotopic xenograft tumor models were used to examine the efficacy and tolerability of CDKi in vivo. RESULTS CDKi treatment leads to decreased cell viability and proliferative capacity in patient-derived IDH-mutant glioma lines, coupled with enrichment of cells in the G1 phase. CDKN2A inactivation sensitizes IDH-mutant glioma to CDKi in both endogenous and isogenic models with engineered CDKN2A deletion. CDK4/6 inhibitor administration improves survival in orthotopically implanted IDH-mutant glioma models. CONCLUSIONS IDH-mutant gliomas with deletion of CDKN2A/B are sensitized to CDK4/6 inhibitors. These results support the investigation of the use of these agents in a clinical setting.
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Affiliation(s)
- Ali M. Nasser
- Translational Neuro-Oncology Laboratory, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Lisa Melamed
- Translational Neuro-Oncology Laboratory, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Ethan A. Wetzel
- Translational Neuro-Oncology Laboratory, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Jenny Chia-Chen Chang
- Translational Neuro-Oncology Laboratory, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Hiroaki Nagashima
- Translational Neuro-Oncology Laboratory, Massachusetts General Hospital, Harvard Medical School, Boston, MA
- Kobe University Graduate School of Medicine, Kobe, Japan
| | - Yosuke Kitagawa
- Translational Neuro-Oncology Laboratory, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Logan Muzyka
- Translational Neuro-Oncology Laboratory, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Hiroaki Wakimoto
- Translational Neuro-Oncology Laboratory, Massachusetts General Hospital, Harvard Medical School, Boston, MA
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Daniel P. Cahill
- Translational Neuro-Oncology Laboratory, Massachusetts General Hospital, Harvard Medical School, Boston, MA
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Julie J. Miller
- Translational Neuro-Oncology Laboratory, Massachusetts General Hospital, Harvard Medical School, Boston, MA
- Stephen E. and Catherine Pappas Center for Neuro-Oncology, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
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Deng C, Li ZX, Xie CJ, Zhang QL, Hu BS, Wang MD, Mei J, Yang C, Zhong Z, Wang KW. Pan-cancer analysis of CDKN2A alterations identifies a subset of gastric cancer with a cold tumor immune microenvironment. Hum Genomics 2024; 18:55. [PMID: 38822443 PMCID: PMC11143690 DOI: 10.1186/s40246-024-00615-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 05/03/2024] [Indexed: 06/03/2024] Open
Abstract
BACKGROUND Although CDKN2A alteration has been explored as a favorable factor for tumorigenesis in pan-cancers, the association between CDKN2A point mutation (MUT) and intragenic deletion (DEL) and response to immune checkpoint inhibitors (ICIs) is still disputed. This study aims to determine the associations of CDKN2A MUT and DEL with overall survival (OS) and response to immune checkpoint inhibitors treatment (ICIs) among pan-cancers and the clinical features of CDKN2A-altered gastric cancer. METHODS This study included 45,000 tumor patients that underwent tumor sequencing across 33 cancer types from four cohorts, the MSK-MetTropism, MSK-IMPACT, OrigiMed2020 and TCGA cohorts. Clinical outcomes and genomic factors associated with response to ICIs, including tumor mutational burden, copy number alteration, neoantigen load, microsatellite instability, tumor immune microenvironment and immune-related gene signatures, were collected in pan-cancer. Clinicopathologic features and outcomes were assessed in gastric cancer. Patients were grouped based on the presence of CDKN2A wild type (WT), CDKN2A MUT, CDKN2A DEL and CDKN2A other alteration (ALT). RESULTS Our research showed that CDKN2A-MUT patients had shorter survival times than CDKN2A-WT patients in the MSK MetTropism and TCGA cohorts, but longer OS in the MSK-IMPACT cohort with ICIs treatment, particularly in patients having metastatic disease. Similar results were observed among pan-cancer patients with CDKN2A DEL and other ALT. Notably, CDKN2A ALT frequency was positively related to tumor-specific objective response rates to ICIs in MSK MetTropism and OrigiMed 2020. Additionally, individuals with esophageal carcinoma or stomach adenocarcinoma who had CDKN2A MUT had poorer OS than patients from the MSK-IMPACT group, but not those with adenocarcinoma. We also found reduced levels of activated NK cells, T cells CD8 and M2 macrophages in tumor tissue from CDKN2A-MUT or DEL pan-cancer patients compared to CDKN2A-WT patients in TCGA cohort. Gastric cancer scRNA-seq data also showed that CDKN2A-ALT cancer contained less CD8 T cells but more exhausted T cells than CDKN2A-WT cancer. A crucial finding of the pathway analysis was the inhibition of three immune-related pathways in the CDKN2A ALT gastric cancer patients, including the interferon alpha response, inflammatory response, and interferon gamma response. CONCLUSIONS This study illustrates the CDKN2A MUT and DEL were associated with a poor outcome across cancers. CDKN2A ALT, on the other hand, have the potential to be used as a biomarker for choosing patients for ICI treatment, notably in esophageal carcinoma and stomach adenocarcinoma.
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Affiliation(s)
- Chao Deng
- Institute of Integrated Traditional Chinese and Western Medicine, Affiliated Hospital of Jiangnan University, No. 1000, Hefeng Rd, Wuxi, Jiangsu Province, 214122, China
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Zi-Xi Li
- Institute of Integrated Traditional Chinese and Western Medicine, Affiliated Hospital of Jiangnan University, No. 1000, Hefeng Rd, Wuxi, Jiangsu Province, 214122, China
| | - Chen-Jun Xie
- Institute of Integrated Traditional Chinese and Western Medicine, Affiliated Hospital of Jiangnan University, No. 1000, Hefeng Rd, Wuxi, Jiangsu Province, 214122, China
| | - Qing-Lin Zhang
- Departments of Gastroenterology, the Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi, China
| | - Ben-Shun Hu
- Department of Hepatobiliary Surgery, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Mei-Dan Wang
- Institute of Integrated Traditional Chinese and Western Medicine, Affiliated Hospital of Jiangnan University, No. 1000, Hefeng Rd, Wuxi, Jiangsu Province, 214122, China
| | - Jie Mei
- Department of Oncology, The Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi, China
| | - Chen Yang
- Institute of Integrated Traditional Chinese and Western Medicine, Affiliated Hospital of Jiangnan University, No. 1000, Hefeng Rd, Wuxi, Jiangsu Province, 214122, China
| | - Zhangfeng Zhong
- Macao Centre for Research and Development in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macau, Macao SAR 999078, China.
| | - Ke-Wei Wang
- Institute of Integrated Traditional Chinese and Western Medicine, Affiliated Hospital of Jiangnan University, No. 1000, Hefeng Rd, Wuxi, Jiangsu Province, 214122, China.
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Kim J, Kim K, Chung DJ, Kim Y, Kim K, Oh D, Lee N, Choi J, Yoon J. Case report: Magnetic resonance imaging features with postoperative improvement of atypical cervical glioma characterized by predominant extramedullary distribution in a dog. Front Vet Sci 2024; 11:1400139. [PMID: 38840642 PMCID: PMC11151459 DOI: 10.3389/fvets.2024.1400139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 05/09/2024] [Indexed: 06/07/2024] Open
Abstract
Introduction Intramedullary cord tumors present diagnostic and therapeutic challenges. Furthermore, spinal cord tumors can move across compartments, making antemortem diagnosis difficult, even with advanced imaging. This report presents a rare case of a cranial cervical spinal glioma, confirmed by surgical histopathology, with postoperative improvement in a dog. Case description A 9-year-old female Maltese dog presented with kyphotic posture, progressive left hemiparesis, and decreased appetite. Neurological examination revealed neck pain and decreased proprioception in the left limbs along with intact deep pain perception. Two days later, the patient developed non-ambulatory tetraparesis. Magnetic resonance imaging (MRI) revealed an ovoid, well-defined mass with homogeneously marked contrast enhancement in the second cervical spinal cord that severely compressed the spinal cord. This mass was heterogeneously hyperintense on T2-weighted images and iso-to-hypointense on T1-weighted images, showing an appearance resembling the "golf-tee" and "dural tail" signs. The MRI findings suggested an intradural extramedullary tumor. Intraoperatively, a well-demarcated mass which was locally adherent to the spinal meninges was removed. Both histopathological and genomic tumor tests were indicative of a glioma. Approximately 2 weeks postoperatively, the patient's neurological signs returned to normal. Conclusion This case report describes an atypical cervical glioma with complicated MR characteristics in a dog, where MRI helped guide surgical intervention.
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Affiliation(s)
- Junyoung Kim
- N Animal Medical Center, Seoul, Republic of Korea
- College of Veterinary Medicine and the Research Institute for Veterinary Science, Seoul National University, Seoul, Republic of Korea
| | - Kihoon Kim
- Jeil Referral Animal Medical Center, Busan, Republic of Korea
| | | | - Yebeen Kim
- N Animal Medical Center, Seoul, Republic of Korea
| | - Kitae Kim
- Veterinary Health Center, University of Missouri, Colombia, MO, United States
| | - Dayoung Oh
- Department of Environmental and Radiological Health Sciences, College of Veterinary Medicine and Bio-medical Sciences, Colorado State University, Fort Collins, CO, United States
| | - Namsoon Lee
- College of Veterinary Medicine, Chungbuk National University, Cheongju, Republic of Korea
| | - Jihye Choi
- College of Veterinary Medicine and the Research Institute for Veterinary Science, Seoul National University, Seoul, Republic of Korea
| | - Junghee Yoon
- College of Veterinary Medicine and the Research Institute for Veterinary Science, Seoul National University, Seoul, Republic of Korea
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23
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Nuechterlein N, Shelbourn A, Szulzewsky F, Arora S, Casad M, Pattwell S, Merino-Galan L, Sulman E, Arowa S, Alvinez N, Jung M, Brown D, Tang K, Jackson S, Stoica S, Chittaboina P, Banasavadi-Siddegowda YK, Wirsching HG, Stella N, Shapiro L, Paddison P, Patel AP, Gilbert MR, Abdullaev Z, Aldape K, Pratt D, Holland EC, Cimino PJ. Haploinsufficiency of phosphodiesterase 10A activates PI3K/AKT signaling independent of PTEN to induce an aggressive glioma phenotype. Genes Dev 2024; 38:273-288. [PMID: 38589034 PMCID: PMC11065166 DOI: 10.1101/gad.351350.123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 03/27/2024] [Indexed: 04/10/2024]
Abstract
Glioblastoma is universally fatal and characterized by frequent chromosomal copy number alterations harboring oncogenes and tumor suppressors. In this study, we analyzed exome-wide human glioblastoma copy number data and found that cytoband 6q27 is an independent poor prognostic marker in multiple data sets. We then combined CRISPR-Cas9 data, human spatial transcriptomic data, and human and mouse RNA sequencing data to nominate PDE10A as a potential haploinsufficient tumor suppressor in the 6q27 region. Mouse glioblastoma modeling using the RCAS/tv-a system confirmed that Pde10a suppression induced an aggressive glioma phenotype in vivo and resistance to temozolomide and radiation therapy in vitro. Cell culture analysis showed that decreased Pde10a expression led to increased PI3K/AKT signaling in a Pten-independent manner, a response blocked by selective PI3K inhibitors. Single-nucleus RNA sequencing from our mouse gliomas in vivo, in combination with cell culture validation, further showed that Pde10a suppression was associated with a proneural-to-mesenchymal transition that exhibited increased cell adhesion and decreased cell migration. Our results indicate that glioblastoma patients harboring PDE10A loss have worse outcomes and potentially increased sensitivity to PI3K inhibition.
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Affiliation(s)
- Nicholas Nuechterlein
- Neuropathology Unit, Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland 20814, USA
| | - Allison Shelbourn
- Neuropathology Unit, Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland 20814, USA
| | - Frank Szulzewsky
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington 98109, USA
| | - Sonali Arora
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington 98109, USA
| | - Michelle Casad
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington 98195, USA
| | - Siobhan Pattwell
- Ben Towne Center for Childhood Cancer Research, Seattle Children's Research Institute, Seattle, Washington 98145, USA
| | - Leyre Merino-Galan
- Ben Towne Center for Childhood Cancer Research, Seattle Children's Research Institute, Seattle, Washington 98145, USA
| | - Erik Sulman
- Department of Radiation Oncology, New York University Grossman School of Medicine, New York, New York 11220, USA
| | - Sumaita Arowa
- Neuropathology Unit, Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland 20814, USA
| | - Neriah Alvinez
- Neuropathology Unit, Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland 20814, USA
| | - Miyeon Jung
- Neurosurgical Oncology Unit, Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland 20814, USA
| | - Desmond Brown
- Neurosurgical Oncology Unit, Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland 20814, USA
| | - Kayen Tang
- Developmental Therapeutics and Pharmacology Unit, Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland 20814, USA
| | - Sadhana Jackson
- Developmental Therapeutics and Pharmacology Unit, Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland 20814, USA
| | - Stefan Stoica
- Neurosurgery Unit for Pituitary and Inheritable Diseases, Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland 20814, USA
| | - Prashant Chittaboina
- Neurosurgery Unit for Pituitary and Inheritable Diseases, Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland 20814, USA
| | - Yeshavanth K Banasavadi-Siddegowda
- Molecular and Therapeutics Unit, Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland 20814, USA
| | - Hans-Georg Wirsching
- Department of Neurology, University Hospital, University of Zurich, Zurich 8091, Switzerland
| | - Nephi Stella
- Department of Pharmacology, University of Washington, Seattle, Washington 98195, USA
| | - Linda Shapiro
- Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, Washington 98195, USA
| | - Patrick Paddison
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington 98109, USA
| | - Anoop P Patel
- Department of Neurosurgery, Preston Robert Tisch Brain Tumor Center, Duke University, Durham, North Carolina 27710, USA
| | - Mark R Gilbert
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20814, USA
| | - Zied Abdullaev
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20814, USA
| | - Kenneth Aldape
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20814, USA
| | - Drew Pratt
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland 20814, USA
| | - Eric C Holland
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington 98109, USA
| | - Patrick J Cimino
- Neuropathology Unit, Surgical Neurology Branch, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland 20814, USA;
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Becker AP, Becker V, McElroy J, Webb A, Han C, Guo Y, Bell EH, Fleming J, Popp I, Staszewski O, Prinz M, Otero JJ, Haque SJ, Grosu AL, Chakravarti A. Proteomic Analysis of Spatial Heterogeneity Identifies HMGB2 as Putative Biomarker of Tumor Progression in Adult-Type Diffuse Astrocytomas. Cancers (Basel) 2024; 16:1516. [PMID: 38672598 PMCID: PMC11049315 DOI: 10.3390/cancers16081516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 04/04/2024] [Accepted: 04/05/2024] [Indexed: 04/28/2024] Open
Abstract
Although grading is defined by the highest histological grade observed in a glioma, most high-grade gliomas retain areas with histology reminiscent of their low-grade counterparts. We sought to achieve the following: (i) identify proteins and molecular pathways involved in glioma evolution; and (ii) validate the high mobility group protein B2 (HMGB2) as a key player in tumor progression and as a prognostic/predictive biomarker for diffuse astrocytomas. We performed liquid chromatography tandem mass spectrometry (LC-MS/MS) in multiple areas of adult-type astrocytomas and validated our finding in multiplatform-omics studies and high-throughput IHC analysis. LC-MS/MSdetected proteomic signatures characterizing glioma evolution towards higher grades associated with, but not completely dependent, on IDH status. Spatial heterogeneity of diffuse astrocytomas was associated with dysregulation of specific molecular pathways, and HMGB2 was identified as a putative driver of tumor progression, and an early marker of worse overall survival in grades 2 and 3 diffuse gliomas, at least in part regulated by DNA methylation. In grade 4 astrocytomas, HMGB2 expression was strongly associated with proliferative activity and microvascular proliferation. Grounded in proteomic findings, our results showed that HMGB2 expression assessed by IHC detected early signs of tumor progression in grades 2 and 3 astrocytomas, as well as identified GBMs that had a better response to the standard chemoradiation with temozolomide.
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Affiliation(s)
- Aline P. Becker
- Department of Radiation Oncology, The Ohio State University, Columbus, OH 43210, USA; (A.P.B.); (V.B.); (C.H.); (Y.G.); (J.F.); (S.J.H.)
| | - Valesio Becker
- Department of Radiation Oncology, The Ohio State University, Columbus, OH 43210, USA; (A.P.B.); (V.B.); (C.H.); (Y.G.); (J.F.); (S.J.H.)
| | - Joseph McElroy
- Center for Biostatistics, The Ohio State University, Columbus, OH 43210, USA;
| | - Amy Webb
- School of Biomedical Science-Biomedical Informatics, The Ohio State University, Columbus, OH 43210, USA;
| | - Chunhua Han
- Department of Radiation Oncology, The Ohio State University, Columbus, OH 43210, USA; (A.P.B.); (V.B.); (C.H.); (Y.G.); (J.F.); (S.J.H.)
| | - Yingshi Guo
- Department of Radiation Oncology, The Ohio State University, Columbus, OH 43210, USA; (A.P.B.); (V.B.); (C.H.); (Y.G.); (J.F.); (S.J.H.)
| | - Erica H. Bell
- Department of Neurology, The Ohio State University, Columbus, OH 43210, USA;
| | - Jessica Fleming
- Department of Radiation Oncology, The Ohio State University, Columbus, OH 43210, USA; (A.P.B.); (V.B.); (C.H.); (Y.G.); (J.F.); (S.J.H.)
| | - Ilinca Popp
- Department of Radiation Oncology, University of Freiburg, 79110 Freiburg, Germany; (I.P.); (A.-L.G.)
| | - Ori Staszewski
- Institute of Neuropathology, Medical Faculty of the Saarland University, 66421 Homburg, Germany;
| | - Marco Prinz
- Institute of Neuropathology, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany;
- Signalling Research Centres BIOSS & CIBSS, University of Freiburg, 79098 Freiburg, Germany
| | - Jose J. Otero
- Department of Pathology, The Ohio State University, Columbus, OH 43210, USA;
| | - Saikh Jaharul Haque
- Department of Radiation Oncology, The Ohio State University, Columbus, OH 43210, USA; (A.P.B.); (V.B.); (C.H.); (Y.G.); (J.F.); (S.J.H.)
| | - Anca-Ligia Grosu
- Department of Radiation Oncology, University of Freiburg, 79110 Freiburg, Germany; (I.P.); (A.-L.G.)
| | - Arnab Chakravarti
- Department of Radiation Oncology, The Ohio State University, Columbus, OH 43210, USA; (A.P.B.); (V.B.); (C.H.); (Y.G.); (J.F.); (S.J.H.)
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Qiu L, Zhao L, Zhao W, Zhao J. Dual-space disentangled-multimodal network (DDM-net) for glioma diagnosis and prognosis with incomplete pathology and genomic data. Phys Med Biol 2024; 69:085028. [PMID: 38595094 DOI: 10.1088/1361-6560/ad37ec] [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: 11/14/2023] [Accepted: 03/26/2024] [Indexed: 04/11/2024]
Abstract
Objective. Effective fusion of histology slides and molecular profiles from genomic data has shown great potential in the diagnosis and prognosis of gliomas. However, it remains challenging to explicitly utilize the consistent-complementary information among different modalities and create comprehensive representations of patients. Additionally, existing researches mainly focus on complete multi-modality data and usually fail to construct robust models for incomplete samples.Approach. In this paper, we propose adual-space disentangled-multimodal network (DDM-net)for glioma diagnosis and prognosis. DDM-net disentangles the latent features generated by two separate variational autoencoders (VAEs) into common and specific components through a dual-space disentangled approach, facilitating the construction of comprehensive representations of patients. More importantly, DDM-net imputes the unavailable modality in the latent feature space, making it robust to incomplete samples.Main results. We evaluated our approach on the TCGA-GBMLGG dataset for glioma grading and survival analysis tasks. Experimental results demonstrate that the proposed method achieves superior performance compared to state-of-the-art methods, with a competitive AUC of 0.952 and a C-index of 0.768.Significance. The proposed model may help the clinical understanding of gliomas and can serve as an effective fusion model with multimodal data. Additionally, it is capable of handling incomplete samples, making it less constrained by clinical limitations.
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Affiliation(s)
- Lu Qiu
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
| | - Lu Zhao
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
| | - Wangyuan Zhao
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
| | - Jun Zhao
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
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26
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Nikolova E, Laleva L, Milev M, Spiriev T, Stoyanov S, Ferdinandov D, Mitev V, Todorova A. miRNAs and related genetic biomarkers according to the WHO glioma classification: From diagnosis to future therapeutic targets. Noncoding RNA Res 2024; 9:141-152. [PMID: 38035044 PMCID: PMC10686814 DOI: 10.1016/j.ncrna.2023.10.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 10/04/2023] [Accepted: 10/06/2023] [Indexed: 12/02/2023] Open
Abstract
In the 2021 WHO classification of Tumors of the Central Nervous System, additional molecular characteristics have been included, defining the following adult-type diffuse glioma entities: Astrocytoma IDH-mutant, Oligodendroglioma IDH-mutant and 1p/19q-codeleted, and Glioblastoma IDH-wildtype. Despite advances in genetic analysis, precision oncology, and targeted therapy, malignant adult-type diffuse gliomas remain "hard-to-treat tumors", indicating an urgent need for better diagnostic and therapeutic strategies. In the last decades, miRNA analysis has been a hotspot for researching and developing diagnostic, prognostic, and predictive biomarkers for various disorders, including brain cancer. Scientific interest has recently been directed towards therapeutic applications of miRNAs, with encouraging results. Databases such as NCBI, PubMed, and Medline were searched for a selection of articles reporting the relationship between deregulated miRNAs and genetic aberrations used in the latest WHO CNS classification. The current review discussed the recommended molecular biomarkers and genetic aberrations based on the 2021 WHO classification in adult-type diffuse gliomas, along with associated deregulated miRNAs. Additionally, the study highlights miRNA-based treatment advancements in adults with gliomas.
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Affiliation(s)
- Emiliya Nikolova
- Department of Medical Chemistry and Biochemistry, Medical University – Sofia, Sofia, 1431, Bulgaria
- Independent Medico-Diagnostic Laboratory Genome Center Bulgaria, Sofia, 1612, Bulgaria
| | - Lili Laleva
- Department of Neurosurgery, Acibadem City Clinic Tokuda University Hospital, Sofia, 1407, Bulgaria
| | - Milko Milev
- Department of Neurosurgery, Acibadem City Clinic Tokuda University Hospital, Sofia, 1407, Bulgaria
| | - Toma Spiriev
- Department of Neurosurgery, Acibadem City Clinic Tokuda University Hospital, Sofia, 1407, Bulgaria
| | - Stoycho Stoyanov
- Department of Neurosurgery, Acibadem City Clinic Tokuda University Hospital, Sofia, 1407, Bulgaria
| | - Dilyan Ferdinandov
- Department of Neurosurgery, Medical University – Sofia, Sofia, 1431, Bulgaria
| | - Vanyo Mitev
- Department of Medical Chemistry and Biochemistry, Medical University – Sofia, Sofia, 1431, Bulgaria
| | - Albena Todorova
- Department of Medical Chemistry and Biochemistry, Medical University – Sofia, Sofia, 1431, Bulgaria
- Independent Medico-Diagnostic Laboratory Genome Center Bulgaria, Sofia, 1612, Bulgaria
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Mohamed AA, Alshaibi R, Faragalla S, Mohamed Y, Lucke-Wold B. Updates on management of gliomas in the molecular age. World J Clin Oncol 2024; 15:178-194. [PMID: 38455131 PMCID: PMC10915945 DOI: 10.5306/wjco.v15.i2.178] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Revised: 01/06/2024] [Accepted: 01/25/2024] [Indexed: 02/20/2024] Open
Abstract
Gliomas are primary brain tumors derived from glial cells of the central nervous system, afflicting both adults and children with distinct characteristics and therapeutic challenges. Recent developments have ushered in novel clinical and molecular prognostic factors, reshaping treatment paradigms based on classification and grading, determined by histological attributes and cellular lineage. This review article delves into the diverse treatment modalities tailored to the specific grades and molecular classifications of gliomas that are currently being discussed and used clinically in the year 2023. For adults, the therapeutic triad typically consists of surgical resection, chemotherapy, and radiotherapy. In contrast, pediatric gliomas, due to their diversity, require a more tailored approach. Although complete tumor excision can be curative based on the location and grade of the glioma, certain non-resectable cases demand a chemotherapy approach usually involving, vincristine and carboplatin. Additionally, if surgery or chemotherapy strategies are unsuccessful, Vinblastine can be used. Despite recent advancements in treatment methodologies, there remains a need of exploration in the literature, particularly concerning the efficacy of treatment regimens for isocitrate dehydrogenase type mutant astrocytomas and fine-tuned therapeutic approaches tailored for pediatric cohorts. This review article explores into the therapeutic modalities employed for both adult and pediatric gliomas in the context of their molecular classification.
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Affiliation(s)
- Ali Ahmed Mohamed
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL 33431, United States
| | - Rakan Alshaibi
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL 33199, United States
| | - Steven Faragalla
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL 33431, United States
| | - Youssef Mohamed
- College of Osteopathic Medicine, Kansas City University, Joplin, MO 64804, United States
| | - Brandon Lucke-Wold
- Department of Neurosurgery, University of Florida, Gainesville, FL 32611, United States
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Ranade M, Epari S, Shetty O, Dhanavade S, Chavan S, Sahay A, Sahu A, Shetty P, Moiyadi A, Singh V, Dasgupta A, Chatterjee A, Kannan S, Gupta T. CDKN2A/B deletion in IDH-mutant astrocytomas: An evaluation by Fluorescence in-situ hybridization. J Neurooncol 2024:10.1007/s11060-024-04569-7. [PMID: 38265748 DOI: 10.1007/s11060-024-04569-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Accepted: 01/10/2024] [Indexed: 01/25/2024]
Abstract
INTRODUCTION CDKN2A/B homozygous deletion is one of the defining features of grade 4 in IDH-mutant astrocytic tumours. AIM To evaluate CDKN2A/B-deletion in IDH-mutant astrocytic tumours and its clinicopathological impact. MATERIALS AND METHODS CDKN2A/B-deletion was evaluated by Fluorescence in-situ hybridisation (FISH) and interpreted by two recently accepted methods. RESULTS Eighty-three out of 94 cases (histologically-grade 2: 3, grade 3: 46, grade 4: 34) were interpretable on FISH. Concordant CDKN2A/B-deletion was observed in 71% (27/38) of lower-grade tumours (n = 49) and 90% (27/30) of histological grade 4 tumours (n = 34). Both the interpretation methods showed good agreement (Kappa = 0.75). CDKN2A/B-deletion showed an inverse correlation for < 10% MIB-1 labeling index (p = 0.01) while that by method-2 showed a significant correlation for grade 4 (p = 0.02). No significant correlation was observed for any other clinicopathological parameters. Twenty-four patients showed progression/recurrence (including deaths), and no significant difference in frequency of CDKN2A/B deletion was observed among cases with disease progression across different histological grades. CONCLUSIONS CDKN2A/B-deletion was observed across all the histological grades of IDH-mutant astrocytic tumours, expectedly more in the higher grade. FISH, as a method, can be used for the detection of CDKN2A/B homozygous deletion, when there is concordant interpretation.
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Affiliation(s)
- Manali Ranade
- Department of Pathology (Molecular Pathology Division), Tata Memorial Hospital, Tata Memorial Centre, Homi Bhabha National Institute, Mumbai, India
| | - Sridhar Epari
- Department of Pathology (Including Molecular Pathology Division), Tata Memorial Hospital & ACTREC, Tata Memorial Centre, Homi Bhabha National Institute, Mumbai, India.
| | - Omshree Shetty
- Department of Pathology (Molecular Pathology Division), Tata Memorial Hospital, Tata Memorial Centre, Homi Bhabha National Institute, Mumbai, India
| | - Sandeep Dhanavade
- Department of Pathology (Molecular Pathology Division), Tata Memorial Hospital, Tata Memorial Centre, Homi Bhabha National Institute, Mumbai, India
| | - Sheetal Chavan
- Department of Pathology (Molecular Pathology Division), Tata Memorial Hospital, Tata Memorial Centre, Homi Bhabha National Institute, Mumbai, India
| | - Ayushi Sahay
- Department of Pathology (Including Molecular Pathology Division), Tata Memorial Hospital & ACTREC, Tata Memorial Centre, Homi Bhabha National Institute, Mumbai, India
| | - Arpita Sahu
- Department of Radiology, Tata Memorial Hospital & ACTREC, Tata Memorial Centre, Homi Bhabha National Institute, Mumbai, India
| | - Prakash Shetty
- Department of Neurosurgical Division of Surgical Oncology, Tata Memorial Hospital & ACTREC, Tata Memorial Centre, Homi Bhabha National Institute, Mumbai, India
| | - Aliasgar Moiyadi
- Department of Neurosurgical Division of Surgical Oncology, Tata Memorial Hospital & ACTREC, Tata Memorial Centre, Homi Bhabha National Institute, Mumbai, India
| | - Vikash Singh
- Department of Neurosurgical Division of Surgical Oncology, Tata Memorial Hospital & ACTREC, Tata Memorial Centre, Homi Bhabha National Institute, Mumbai, India
| | - Archya Dasgupta
- Department of Radiation Oncology, Tata Memorial Hospital & ACTREC, Tata Memorial Centre, Homi Bhabha National Institute, Mumbai, India
| | - Abhishek Chatterjee
- Department of Radiation Oncology, Tata Memorial Hospital & ACTREC, Tata Memorial Centre, Homi Bhabha National Institute, Mumbai, India
| | - Sadhana Kannan
- Department of Biostatistics, Tata Memorial Hospital & ACTREC, Tata Memorial Centre, Homi Bhabha National Institute, Mumbai, India
| | - Tejpal Gupta
- Department of Radiation Oncology, Tata Memorial Hospital & ACTREC, Tata Memorial Centre, Homi Bhabha National Institute, Mumbai, India
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Sourty B, Basset L, Fontaine A, Garcion E, Rousseau A. Chromothripsis is rare in IDH-mutant gliomas compared to IDH-wild-type glioblastomas whereas whole-genome duplication is equally frequent in both tumor types. Neurooncol Adv 2024; 6:vdae059. [PMID: 38800696 PMCID: PMC11125406 DOI: 10.1093/noajnl/vdae059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/29/2024] Open
Abstract
Background Adult-type diffuse gliomas comprise IDH (isocitrate dehydrogenase)-mutant astrocytomas, IDH-mutant 1p/19q-codeleted oligodendrogliomas (ODG), and IDH-wild-type glioblastomas (GBM). GBM displays genome instability, which may result from 2 genetic events leading to massive chromosome alterations: Chromothripsis (CT) and whole-genome duplication (WGD). These events are scarcely described in IDH-mutant gliomas. The better prognosis of the latter may be related to their genome stability compared to GBM. Methods Pangenomic profiles of 297 adult diffuse gliomas were analyzed at initial diagnosis using SNP arrays, including 192 GBM and 105 IDH-mutant gliomas (61 astrocytomas and 44 ODG). Tumor ploidy was assessed with Genome Alteration Print and CT events with CTLPScanner and through manual screening. Survival data were compared using the Kaplan-Meier method. Results At initial diagnosis, 37 GBM (18.7%) displayed CT versus 5 IDH-mutant gliomas (4.7%; P = .0008), the latter were all high-grade (grade 3 or 4) astrocytomas. WGD was detected at initial diagnosis in 18 GBM (9.3%) and 9 IDH-mutant gliomas (5 astrocytomas and 4 oligodendrogliomas, either low- or high-grade; 8.5%). Neither CT nor WGD was associated with overall survival in GBM or in IDH-mutant gliomas. Conclusions CT is less frequent in IDH-mutant gliomas compared to GBM. The absence of CT in ODG and grade 2 astrocytomas might, in part, explain their genome stability and better prognosis, while CT might underlie aggressive biological behavior in some high-grade astrocytomas. WGD is a rare and early event occurring equally in IDH-mutant gliomas and GBM.
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Affiliation(s)
- Baptiste Sourty
- Univ Angers, Nantes Université, Inserm, CNRS, CRCI2NA, SFR ICAT, F-49000Angers, France
- Department of Pathology, University Hospital of Angers, Angers, France
| | - Laëtitia Basset
- Univ Angers, Nantes Université, Inserm, CNRS, CRCI2NA, SFR ICAT, F-49000Angers, France
- Department of Pathology, University Hospital of Angers, Angers, France
| | - Alix Fontaine
- Univ Angers, Nantes Université, Inserm, CNRS, CRCI2NA, SFR ICAT, F-49000Angers, France
- Department of Pathology, University Hospital of Angers, Angers, France
| | - Emmanuel Garcion
- Univ Angers, Nantes Université, Inserm, CNRS, CRCI2NA, SFR ICAT, F-49000Angers, France
| | - Audrey Rousseau
- Univ Angers, Nantes Université, Inserm, CNRS, CRCI2NA, SFR ICAT, F-49000Angers, France
- Department of Pathology, University Hospital of Angers, Angers, France
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30
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Zhang L, Wang R, Gao J, Tang Y, Xu X, Kan Y, Cao X, Wen Z, Liu Z, Cui S, Li Y. A novel MRI-based deep learning networks combined with attention mechanism for predicting CDKN2A/B homozygous deletion status in IDH-mutant astrocytoma. Eur Radiol 2024; 34:391-399. [PMID: 37553486 DOI: 10.1007/s00330-023-09944-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 04/12/2023] [Accepted: 05/16/2023] [Indexed: 08/10/2023]
Abstract
OBJECTIVES To develop a high-accuracy MRI-based deep learning method for predicting cyclin-dependent kinase inhibitor 2A/B (CDKN2A/B) homozygous deletion status in isocitrate dehydrogenase (IDH)-mutant astrocytoma. METHODS Multiparametric brain MRI data and corresponding genomic information of 234 subjects (111 positives for CDKN2A/B homozygous deletion and 123 negatives for CDKN2A/B homozygous deletion) were obtained from The Cancer Imaging Archive (TCIA) and The Cancer Genome Atlas (TCGA) respectively. Two independent multi-sequence networks (ResFN-Net and FN-Net) are built on the basis of ResNet and ConvNeXt network combined with attention mechanism to classify CDKN2A/B homozygous deletion status using MR images including contrast-enhanced T1-weighted imaging (CE-T1WI) and T2-weighted imaging (T2WI). The performance of the network is summarized by three-way cross-validation; ROC analysis is also performed. RESULTS The average cross-validation accuracy (ACC) of ResFN-Net is 0.813. The average cross-validation area under curve (AUC) of ResFN-Net is 0.8804. The average cross-validation ACC and AUC of FN-Net is 0.9236 and 0.9704, respectively. Comparing all sequence combinations of the two networks (ResFN-Net and FN-Net), the sequence combination of CE-T1WI and T2WI performed the best, and the ACC and AUC were 0.8244, 0.8975 and 0.8971, 0.9574, respectively. CONCLUSIONS The FN-Net deep learning networks based on ConvNeXt network achieved promising performance for predicting CDKN2A/B homozygous deletion status of IDH-mutant astrocytoma. CLINICAL RELEVANCE STATEMENT A novel deep learning network (FN-Net) based on preoperative MRI was developed to predict the CDKN2A/B homozygous deletion status. This network has the potential to be a practical tool for the noninvasive characterization of CDKN2A/B in glioma to support personalized classification and treatment planning. KEY POINTS • CDKN2A/B homozygous deletion status is an important marker for glioma grading and prognosis. • An MRI-based deep learning approach was developed to predict CDKN2A/B homozygous deletion status. • The predictive performance based on ConvNeXt network was better than that of ResNet network.
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Affiliation(s)
- Liqiang Zhang
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Rui Wang
- School of Computer Science and Engineering, Chongqing Normal University, Chongqing, 401331, China
| | - Jueni Gao
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Yi Tang
- Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, 400016, China
| | - Xinyi Xu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Yubo Kan
- School of Medical and Life Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu, 610032, China
| | - Xu Cao
- School of Medical and Life Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu, 610032, China
| | - Zhipeng Wen
- Department of Radiology, School of Medicine, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, 610042, China
| | - Zhi Liu
- Department of Radiology, Chongqing Hospital of Traditional Chinese Medicine, Chongqing, 400021, China.
| | - Shaoguo Cui
- School of Computer Science and Engineering, Chongqing Normal University, Chongqing, 401331, China.
| | - Yongmei Li
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
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Al Shboul S, Boyle S, Singh A, Saleh T, Alrjoub M, Abu Al Karsaneh O, Mryyian A, Dawoud R, Gul S, Abu Baker S, Ball K, Hupp T, Brennan PM. FISH analysis reveals CDKN2A and IFNA14 co-deletion is heterogeneous and is a prominent feature of glioblastoma. Brain Tumor Pathol 2024; 41:4-17. [PMID: 38097874 DOI: 10.1007/s10014-023-00473-6] [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: 09/21/2023] [Accepted: 12/06/2023] [Indexed: 01/09/2024]
Abstract
Deletion of CDKN2A occurs in 50% of glioblastomas (GBM), and IFNA locus deletion in 25%. These genes reside closely on chromosome 9. We investigated whether CDKN2A and IFNA were co-deleted within the same heterogeneous tumour and their prognostic implications. We assessed CDKN2A and IFNA14 deletions in 45 glioma samples using an in-house three-colour FISH probe. We examined the correlation between p16INK4a protein expression (via IHC) and CDKN2A deletion along with the impact of these genomic events on patient survival. FISH analyses demonstrated that grades II and III had either wildtype (wt) or amplified CDKN2A/IFNA14, whilst 44% of GBMs harboured homozygous deletions of both genes. Cores with CDKN2A homozygous deletion (n = 11) were negative for p16INK4a. Twenty p16INK4a positive samples lacked CDKN2A deletion with some of cells showing negative p16INK4a. There was heterogeneity in IFNA14/CDKN2A ploidy within each GBM. Survival analyses of primary GBMs suggested a positive association between increased p16INK4a and longer survival; this persisted when considering CDKN2A/IFNA14 status. Furthermore, wt (intact) CDKN2A/IFNA14 were found to be associated with longer survival in recurrent GBMs. Our data suggest that co-deletion of CDKN2A/IFNA14 in GBM negatively correlates with survival and CDKN2A-wt status correlated with longer survival, and with second surgery, itself a marker for improved patient outcomes.
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Affiliation(s)
- Sofian Al Shboul
- Department of Pharmacology and Public Health, Faculty of Medicine, The Hashemite University, Zarqa, 13133, Jordan.
| | - Shelagh Boyle
- MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Crewe Road, Edinburgh, EH4 2XU, UK
| | - Ashita Singh
- Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, EH4 2XR, Scotland, UK
| | - Tareq Saleh
- Department of Pharmacology and Public Health, Faculty of Medicine, The Hashemite University, Zarqa, 13133, Jordan
| | - Moath Alrjoub
- Department of Pathology and Microbiology, Faculty of Medicine, Jordan University of Science and Technology, Irbid, 22110, Jordan
| | - Ola Abu Al Karsaneh
- Department of Microbiology, Pathology, and Forensic Medicine, Faculty of Medicine, The Hashemite University, Zarqa, 13133, Jordan
| | - Amel Mryyian
- Department of Pharmacology and Public Health, Faculty of Medicine, The Hashemite University, Zarqa, 13133, Jordan
| | - Rand Dawoud
- Department of Pharmacology and Public Health, Faculty of Medicine, The Hashemite University, Zarqa, 13133, Jordan
| | - Sinem Gul
- Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, EH4 2XR, Scotland, UK
| | - Shaden Abu Baker
- Department of Pathology and Microbiology, Faculty of Medicine, Jordan University of Science and Technology, Irbid, 22110, Jordan
| | - Kathryn Ball
- Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, EH4 2XR, Scotland, UK
| | - Ted Hupp
- Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, EH4 2XR, Scotland, UK.
| | - Paul M Brennan
- Translational Neurosurgery, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK.
- Translational Neurosurgery, Department of Clinical Neurosciences, Royal Infirmary of Edinburgh, Edinburgh, EH16 4SB, Scotland, UK.
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Xi J, Liu K, Peng Z, Dai X, Wang Y, Cai C, Yang D, Yan C, Li X. Toxic warhead-armed antibody for targeted treatment of glioblastoma. Crit Rev Oncol Hematol 2024; 193:104205. [PMID: 38036153 DOI: 10.1016/j.critrevonc.2023.104205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 10/31/2023] [Accepted: 11/16/2023] [Indexed: 12/02/2023] Open
Abstract
Glioblastoma is a fatal intracranial tumor with a poor prognosis, exhibiting uninterrupted malignant progression, widespread invasion throughout the brain leading to the destruction of normal brain tissue and inevitable death. Monoclonal antibodies alone or conjugated with cytotoxic payloads to treat patients with different solid tumors showed effective. This treatment strategy is being explored for patients with glioblastoma (GBM) to obtain meaningful clinical responses and offer new drug options for the treatment of this devastating disease. In this review, we summarize clinical data (from pubmed.gov database and clinicaltrial.gov database) on the efficacy and toxicity of naked antibodies and antibody-drug conjugates (ADCs) against multiple targets on GBM, elucidate the mechanisms that ADCs act at the site of GBM lesions. Finally, we discuss the potential strategies for ADC therapies currently used to treat GBM patients.
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Affiliation(s)
- Jingjing Xi
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Kai Liu
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Zhaolei Peng
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Xiaolin Dai
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Yulin Wang
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Chunyan Cai
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Dejun Yang
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Chunmei Yan
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Xiaofang Li
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
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Tillmanns N, Lost J, Tabor J, Vasandani S, Vetsa S, Marianayagam N, Yalcin K, Erson-Omay EZ, von Reppert M, Jekel L, Merkaj S, Ramakrishnan D, Avesta A, de Oliveira Santo ID, Jin L, Huttner A, Bousabarah K, Ikuta I, Lin M, Aneja S, Turowski B, Aboian M, Moliterno J. Application of novel PACS-based informatics platform to identify imaging based predictors of CDKN2A allelic status in glioblastomas. Sci Rep 2023; 13:22942. [PMID: 38135704 PMCID: PMC10746716 DOI: 10.1038/s41598-023-48918-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 12/01/2023] [Indexed: 12/24/2023] Open
Abstract
Gliomas with CDKN2A mutations are known to have worse prognosis but imaging features of these gliomas are unknown. Our goal is to identify CDKN2A specific qualitative imaging biomarkers in glioblastomas using a new informatics workflow that enables rapid analysis of qualitative imaging features with Visually AcceSAble Rembrandtr Images (VASARI) for large datasets in PACS. Sixty nine patients undergoing GBM resection with CDKN2A status determined by whole-exome sequencing were included. GBMs on magnetic resonance images were automatically 3D segmented using deep learning algorithms incorporated within PACS. VASARI features were assessed using FHIR forms integrated within PACS. GBMs without CDKN2A alterations were significantly larger (64 vs. 30%, p = 0.007) compared to tumors with homozygous deletion (HOMDEL) and heterozygous loss (HETLOSS). Lesions larger than 8 cm were four times more likely to have no CDKN2A alteration (OR: 4.3; 95% CI 1.5-12.1; p < 0.001). We developed a novel integrated PACS informatics platform for the assessment of GBM molecular subtypes and show that tumors with HOMDEL are more likely to have radiographic evidence of pial invasion and less likely to have deep white matter invasion or subependymal invasion. These imaging features may allow noninvasive identification of CDKN2A allele status.
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Affiliation(s)
- Niklas Tillmanns
- Brain Tumor Research Group, Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, PO Box 208042, New Haven, CT, 06520, USA
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, 40225, Dusseldorf, Germany
| | - Jan Lost
- Brain Tumor Research Group, Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, PO Box 208042, New Haven, CT, 06520, USA
| | - Joanna Tabor
- Department of Neurosurgery, Yale School of Medicine, New Haven, CT, USA
| | - Sagar Vasandani
- Department of Neurosurgery, Yale School of Medicine, New Haven, CT, USA
| | - Shaurey Vetsa
- Department of Neurosurgery, Yale School of Medicine, New Haven, CT, USA
| | | | - Kanat Yalcin
- Department of Neurosurgery, Yale School of Medicine, New Haven, CT, USA
| | | | - Marc von Reppert
- Brain Tumor Research Group, Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, PO Box 208042, New Haven, CT, 06520, USA
| | - Leon Jekel
- Brain Tumor Research Group, Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, PO Box 208042, New Haven, CT, 06520, USA
| | - Sara Merkaj
- Brain Tumor Research Group, Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, PO Box 208042, New Haven, CT, 06520, USA
| | - Divya Ramakrishnan
- Brain Tumor Research Group, Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, PO Box 208042, New Haven, CT, 06520, USA
| | - Arman Avesta
- Department of Radiation Oncology, Yale School of Medicine, 333 Cedar Street, PO Box 208042, New Haven, CT, 06520, USA
| | - Irene Dixe de Oliveira Santo
- Brain Tumor Research Group, Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, PO Box 208042, New Haven, CT, 06520, USA
| | - Lan Jin
- R&D, Sema4, 333 Ludlow Street, North Tower, 8th Floor, Stamford, CT, 06902, USA
| | - Anita Huttner
- Department of Pathology, Yale School of Medicine, New Haven, CT, USA
| | | | - Ichiro Ikuta
- Department of Radiology, Mayo Clinic Arizona, 5711 E Mayo Blvd, Phoenix, AZ, 85054, USA
| | - MingDe Lin
- Brain Tumor Research Group, Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, PO Box 208042, New Haven, CT, 06520, USA
- Visage Imaging, Inc., 12625 High Bluff Dr, Suite 205, San Diego, CA, 92130, USA
| | - Sanjay Aneja
- Department of Neurosurgery, Yale School of Medicine, New Haven, CT, USA
| | - Bernd Turowski
- Department of Diagnostic and Interventional Radiology, Medical Faculty, University Dusseldorf, 40225, Dusseldorf, Germany
| | - Mariam Aboian
- Brain Tumor Research Group, Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, PO Box 208042, New Haven, CT, 06520, USA.
- , New Haven, USA.
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Park YW, Han K, Kim SH. Response to "Medical Statistics Unlock the Gateway to Further Research: Using Deep Learning to Predict CDKN2A/B Homozygous Deletion in Isocitrate Dehydrogenase-Mutant Astrocytoma". Korean J Radiol 2023; 24:1306-1308. [PMID: 38016689 PMCID: PMC10700995 DOI: 10.3348/kjr.2023.0940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Accepted: 09/25/2023] [Indexed: 11/30/2023] Open
Affiliation(s)
- Yae Won Park
- Department of Radiology and Research Institute of Radiological Science and Center for Clinical Imaging Data Science, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Kyunghwa Han
- Department of Radiology and Research Institute of Radiological Science and Center for Clinical Imaging Data Science, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Se Hoon Kim
- Department of Pathology, Yonsei University College of Medicine, Seoul, Republic of Korea.
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Wach J, Basaran AE, Arlt F, Vychopen M, Seidel C, Barrantes-Freer A, Müller W, Gaunitz F, Güresir E. CDKN2A/B deletions are strongly associated with meningioma progression: a meta-analysis of individual patient data. Acta Neuropathol Commun 2023; 11:189. [PMID: 38017560 PMCID: PMC10685484 DOI: 10.1186/s40478-023-01690-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 11/15/2023] [Indexed: 11/30/2023] Open
Abstract
Homozygous CDKN2A/B deletion has been associated with an increased risk of recurrence in meningiomas. However, the evidence is confined to a limited number of studies, and the importance of heterozygous CDKN2A/B deletions remains insufficiently investigated. Hence, the present meta-analysis reconstructs individual patient data (IPD) and reconstructs the probabilities of progression-free survival (PFS) stratified by CDKN2A/B status. IPD of PFS rates were extracted from published Kaplan-Meier plots using the R package IPDfromKM in R studio (RStudio, Boston, MA, USA). Reconstructed Kaplan-Meier Plots of the pooled IPD data were created. One-stage and two-stage meta-analyses were performed. Hazard ratios (HR) were used as effective measures. Of 181 records screened, four articles with 2521 participants were included. The prevalence of homozygous CDKN2A/B deletions in the included studies was 0.049 (95% CI 0.040-0.057), with higher tumor grades associated with a significantly greater proportion of CDKN2A/B deletions. The reconstructed PFS curves for the pooled cohort showed that the median PFS time of patients with a CDKN2A/B wild-type status, heterozygous or homozygous CDKN2A/B deletion was 180.0 (95% CI 145.7-214.3), 26.1 (95% CI 23.3-29.0), and 11.00 (95% CI 8.6-13.3) months, respectively (p < 0.0001). Both hetero- or homozygous CDKN2A/B deletions were significantly associated with shortened time to meningioma progression. One-stage meta-analysis showed that hetero- (HR: 5.5, 95% CI 4.0-7.6, p < 0.00001) and homozygous CDKN2A/B deletions (HR: 8.4, 95% CI 6.4-11.0, p < 0.00001) are significantly associated with shortened time to meningioma progression. Multivariable Cox regression analysis of progression in a subgroup with available covariates (age, sex, WHO grade, and TERT status) and also two-stage meta-analysis confirmed and validated the results of the one-stage analysis that both heterozygous and homozygous CDKN2A/B deletions are of prognostic importance. Further large-scale studies of WHO grade 2 and 3 meningiomas are needed to validate the importance of heterozygous CDKN2A/B deletions with consideration of established factors.
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Affiliation(s)
- Johannes Wach
- Department of Neurosurgery, University Hospital Leipzig, 04103, Leipzig, Germany.
| | - Alim Emre Basaran
- Department of Neurosurgery, University Hospital Leipzig, 04103, Leipzig, Germany
| | - Felix Arlt
- Department of Neurosurgery, University Hospital Leipzig, 04103, Leipzig, Germany
| | - Martin Vychopen
- Department of Neurosurgery, University Hospital Leipzig, 04103, Leipzig, Germany
| | - Clemens Seidel
- Department of Radiation Oncology, University Hospital Leipzig, 04103, Leipzig, Germany
| | | | - Wolf Müller
- Department of Neuropathology, University Hospital Leipzig, 04103, Leipzig, Germany
| | - Frank Gaunitz
- Department of Neurosurgery, University Hospital Leipzig, 04103, Leipzig, Germany
| | - Erdem Güresir
- Department of Neurosurgery, University Hospital Leipzig, 04103, Leipzig, Germany
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Penkova A, Kuziakova O, Gulaia V, Tiasto V, Goncharov NV, Lanskikh D, Zhmenia V, Baklanov I, Farniev V, Kumeiko V. Comprehensive clinical assays for molecular diagnostics of gliomas: the current state and future prospects. Front Mol Biosci 2023; 10:1216102. [PMID: 37908227 PMCID: PMC10613994 DOI: 10.3389/fmolb.2023.1216102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 09/04/2023] [Indexed: 11/02/2023] Open
Abstract
Glioma is one of the most intractable types of cancer, due to delayed diagnosis at advanced stages. The clinical symptoms of glioma are unclear and due to a variety of glioma subtypes, available low-invasive testing is not effective enough to be introduced into routine medical laboratory practice. Therefore, recent advances in the clinical diagnosis of glioma have focused on liquid biopsy approaches that utilize a wide range of techniques such as next-generation sequencing (NGS), droplet-digital polymerase chain reaction (ddPCR), and quantitative PCR (qPCR). Among all techniques, NGS is the most advantageous diagnostic method. Despite the rapid cheapening of NGS experiments, the cost of such diagnostics remains high. Moreover, high-throughput diagnostics are not appropriate for molecular profiling of gliomas since patients with gliomas exhibit only a few diagnostic markers. In this review, we highlighted all available assays for glioma diagnosing for main pathogenic glioma DNA sequence alterations. In the present study, we reviewed the possibility of integrating routine molecular methods into the diagnosis of gliomas. We state that the development of an affordable assay covering all glioma genetic aberrations could enable early detection and improve patient outcomes. Moreover, the development of such molecular diagnostic kits could potentially be a good alternative to expensive NGS-based approaches.
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Affiliation(s)
- Alina Penkova
- Institute of Life Sciences and Biomedicine, Far Eastern Federal University, Vladivostok, Russia
| | - Olga Kuziakova
- Institute of Life Sciences and Biomedicine, Far Eastern Federal University, Vladivostok, Russia
| | - Valeriia Gulaia
- Institute of Life Sciences and Biomedicine, Far Eastern Federal University, Vladivostok, Russia
| | - Vladlena Tiasto
- Institute of Life Sciences and Biomedicine, Far Eastern Federal University, Vladivostok, Russia
| | - Nikolay V. Goncharov
- Institute of Life Sciences and Biomedicine, Far Eastern Federal University, Vladivostok, Russia
- A. V. Zhirmunsky National Scientific Center of Marine Biology, FEB RAS, Vladivostok, Russia
| | - Daria Lanskikh
- Institute of Life Sciences and Biomedicine, Far Eastern Federal University, Vladivostok, Russia
| | - Valeriia Zhmenia
- Institute of Life Sciences and Biomedicine, Far Eastern Federal University, Vladivostok, Russia
| | - Ivan Baklanov
- Institute of Life Sciences and Biomedicine, Far Eastern Federal University, Vladivostok, Russia
- A. V. Zhirmunsky National Scientific Center of Marine Biology, FEB RAS, Vladivostok, Russia
| | - Vladislav Farniev
- Institute of Life Sciences and Biomedicine, Far Eastern Federal University, Vladivostok, Russia
| | - Vadim Kumeiko
- Institute of Life Sciences and Biomedicine, Far Eastern Federal University, Vladivostok, Russia
- A. V. Zhirmunsky National Scientific Center of Marine Biology, FEB RAS, Vladivostok, Russia
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Hecht V, Dong K, Rajesh S, Shpilker P, Wekhande S, Shoresh N. Analyzing histone ChIP-seq data with a bin-based probability of being signal. PLoS Comput Biol 2023; 19:e1011568. [PMID: 37862349 PMCID: PMC10619820 DOI: 10.1371/journal.pcbi.1011568] [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: 02/07/2023] [Revised: 11/01/2023] [Accepted: 10/02/2023] [Indexed: 10/22/2023] Open
Abstract
Histone ChIP-seq is one of the primary methods for charting the cellular epigenomic landscape, the components of which play a critical regulatory role in gene expression. Analyzing the activity of regulatory elements across datasets and cell types can be challenging due to shifting peak positions and normalization artifacts resulting from, for example, differing read depths, ChIP efficiencies, and target sizes. Moreover, broad regions of enrichment seen in repressive histone marks often evade detection by commonly used peak callers. Here, we present a simple and versatile method for identifying enriched regions in ChIP-seq data that relies on estimating a gamma distribution fit to non-overlapping 5kB genomic bins to establish a global background. We use this distribution to assign a probability of being signal (PBS) between zero and one to each 5 kB bin. This approach, while lower in resolution than typical peak-calling methods, provides a straightforward way to identify enriched regions and compare enrichments among multiple datasets, by transforming the data to values that are universally normalized and can be readily visualized and integrated with downstream analysis methods. We demonstrate applications of PBS for both broad and narrow histone marks, and provide several illustrations of biological insights which can be gleaned by integrating PBS scores with downstream data types.
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Affiliation(s)
- Vivian Hecht
- Gene Regulation Observatory, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Kevin Dong
- Gene Regulation Observatory, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Sreshtaa Rajesh
- Gene Regulation Observatory, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Polina Shpilker
- Gene Regulation Observatory, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Siddarth Wekhande
- Gene Regulation Observatory, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Noam Shoresh
- Gene Regulation Observatory, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
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Dang DD, Gong AD, Dang JV, Mugge LA, Mansinghani S, Ziu M, Cohen AL, Vyas N. Systematic Review of WHO Grade 4 Astrocytoma in the Cerebellopontine Angle: The Impact of Anatomic Corridor on Treatment Options and Outcomes. J Neurol Surg Rep 2023; 84:e129-e139. [PMID: 37854309 PMCID: PMC10580070 DOI: 10.1055/a-2172-7770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Accepted: 09/03/2023] [Indexed: 10/20/2023] Open
Abstract
Background Despite advances in multimodal oncologic therapies and molecular genetics, overall survival (OS) in patients with high-grade astrocytomas remains poor. We present an illustrative case and systematic review of rare, predominantly extra-axial World Health Organization (WHO) grade 4 astrocytomas located within the cerebellopontine angle (CPA) and explore the impact of anatomic location on diagnosis, management, and outcomes. Methods A systematic review of adult patients with predominantly extra-axial WHO grade 4 CPA astrocytomas was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines through December 2022. Results Eighteen articles were included comprising 21 astrocytomas: 13 exophytic tumors arising from the cerebellopontine parenchyma and 8 tumors originating from a cranial nerve root entry zone. The median OS was 15 months with one-third of cases demonstrating delayed diagnosis. Gross total resection, molecular genetic profiling, and use of ancillary treatment were low. We report the only patient with an integrated isocitrate dehydrogenase 1 (IDH-1) mutant diagnosis, who, after subtotal resection and chemoradiation, remains alive at 40 months without progression. Conclusion The deep conical-shaped corridor and abundance of eloquent tissue of the CPA significantly limits both surgical resection and utility of device-based therapies in this region. Prompt diagnosis, molecular characterization, and systemic therapeutic advances serve as the predominant means to optimize survival for patients with rare skull base astrocytomas.
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Affiliation(s)
- Danielle D. Dang
- Department of Neurosurgery, Inova Fairfax Hospital, Falls Church, Virginia, United States
| | - Andrew D. Gong
- Department of Neurosurgery, Inova Fairfax Hospital, Falls Church, Virginia, United States
| | - John V. Dang
- Department of Internal Medicine, Walter Reed Military Medical Center, Bethesda, Maryland, United States
| | - Luke A. Mugge
- Department of Neurosurgery, Inova Fairfax Hospital, Falls Church, Virginia, United States
| | - Seth Mansinghani
- Department of Neurosurgery, Inova Fairfax Hospital, Falls Church, Virginia, United States
| | - Mateo Ziu
- Department of Neurosurgery, Inova Fairfax Hospital, Falls Church, Virginia, United States
| | - Adam L. Cohen
- Department of Neuro-Oncology, Inova Schar Cancer Institute, Inova Health System, Fairfax, Falls Church, Virginia, United States
| | - Nilesh Vyas
- Department of Neurosurgery, Inova Fairfax Hospital, Falls Church, Virginia, United States
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Hu LS, D'Angelo F, Weiskittel TM, Caruso FP, Fortin Ensign SP, Blomquist MR, Flick MJ, Wang L, Sereduk CP, Meng-Lin K, De Leon G, Nespodzany A, Urcuyo JC, Gonzales AC, Curtin L, Lewis EM, Singleton KW, Dondlinger T, Anil A, Semmineh NB, Noviello T, Patel RA, Wang P, Wang J, Eschbacher JM, Hawkins-Daarud A, Jackson PR, Grunfeld IS, Elrod C, Mazza GL, McGee SC, Paulson L, Clark-Swanson K, Lassiter-Morris Y, Smith KA, Nakaji P, Bendok BR, Zimmerman RS, Krishna C, Patra DP, Patel NP, Lyons M, Neal M, Donev K, Mrugala MM, Porter AB, Beeman SC, Jensen TR, Schmainda KM, Zhou Y, Baxter LC, Plaisier CL, Li J, Li H, Lasorella A, Quarles CC, Swanson KR, Ceccarelli M, Iavarone A, Tran NL. Integrated molecular and multiparametric MRI mapping of high-grade glioma identifies regional biologic signatures. Nat Commun 2023; 14:6066. [PMID: 37770427 PMCID: PMC10539500 DOI: 10.1038/s41467-023-41559-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 09/06/2023] [Indexed: 09/30/2023] Open
Abstract
Sampling restrictions have hindered the comprehensive study of invasive non-enhancing (NE) high-grade glioma (HGG) cell populations driving tumor progression. Here, we present an integrated multi-omic analysis of spatially matched molecular and multi-parametric magnetic resonance imaging (MRI) profiling across 313 multi-regional tumor biopsies, including 111 from the NE, across 68 HGG patients. Whole exome and RNA sequencing uncover unique genomic alterations to unresectable invasive NE tumor, including subclonal events, which inform genomic models predictive of geographic evolution. Infiltrative NE tumor is alternatively enriched with tumor cells exhibiting neuronal or glycolytic/plurimetabolic cellular states, two principal transcriptomic pathway-based glioma subtypes, which respectively demonstrate abundant private mutations or enrichment in immune cell signatures. These NE phenotypes are non-invasively identified through normalized K2 imaging signatures, which discern cell size heterogeneity on dynamic susceptibility contrast (DSC)-MRI. NE tumor populations predicted to display increased cellular proliferation by mean diffusivity (MD) MRI metrics are uniquely associated with EGFR amplification and CDKN2A homozygous deletion. The biophysical mapping of infiltrative HGG potentially enables the clinical recognition of tumor subpopulations with aggressive molecular signatures driving tumor progression, thereby informing precision medicine targeting.
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Affiliation(s)
- Leland S Hu
- Department of Radiology, Mayo Clinic Arizona, Phoenix, AZ, USA.
- Department of Cancer Biology, Mayo Clinic Arizona, Scottsdale, AZ, USA.
- Department of Neurological Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA.
| | - Fulvio D'Angelo
- Department of Neurological Surgery, Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, FL, USA.
| | - Taylor M Weiskittel
- Mayo Clinic Alix School of Medicine Minnesota, Rochester, MN, USA
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
| | - Francesca P Caruso
- Department of Electrical Engineering and Information Technologies, University of Naples, "Federico II", I-80128, Naples, Italy
- BIOGEM Institute of Molecular Biology and Genetics, I-83031, Ariano Irpino, Italy
| | - Shannon P Fortin Ensign
- Department of Cancer Biology, Mayo Clinic Arizona, Scottsdale, AZ, USA
- Department of Hematology and Oncology, Mayo Clinic Arizona, Phoenix, AZ, USA
| | - Mylan R Blomquist
- Department of Cancer Biology, Mayo Clinic Arizona, Scottsdale, AZ, USA
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
- Mayo Clinic Alix School of Medicine Arizona, Scottsdale, AZ, USA
| | - Matthew J Flick
- Department of Radiology, Mayo Clinic Arizona, Phoenix, AZ, USA
- Department of Cancer Biology, Mayo Clinic Arizona, Scottsdale, AZ, USA
- Mayo Clinic Alix School of Medicine Arizona, Scottsdale, AZ, USA
| | - Lujia Wang
- H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA
| | - Christopher P Sereduk
- Department of Cancer Biology, Mayo Clinic Arizona, Scottsdale, AZ, USA
- Department of Neurological Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Kevin Meng-Lin
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
| | - Gustavo De Leon
- Department of Neurological Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Ashley Nespodzany
- Department of Neuroimaging Research, Barrow Neurological Institute, Dignity Health, Phoenix, AZ, USA
| | - Javier C Urcuyo
- Department of Neurological Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Ashlyn C Gonzales
- Department of Neuroimaging Research, Barrow Neurological Institute, Dignity Health, Phoenix, AZ, USA
| | - Lee Curtin
- Department of Neurological Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Erika M Lewis
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, USA
| | - Kyle W Singleton
- Department of Neurological Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | | | - Aliya Anil
- Department of Neuroimaging Research, Barrow Neurological Institute, Dignity Health, Phoenix, AZ, USA
| | - Natenael B Semmineh
- Department of Cancer Systems Imaging, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Teresa Noviello
- Department of Electrical Engineering and Information Technologies, University of Naples, "Federico II", I-80128, Naples, Italy
- BIOGEM Institute of Molecular Biology and Genetics, I-83031, Ariano Irpino, Italy
| | - Reyna A Patel
- Department of Radiology, Mayo Clinic Arizona, Phoenix, AZ, USA
| | - Panwen Wang
- Quantitative Health Sciences, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Junwen Wang
- Division of Applied Oral Sciences & Community Dental Care, The University of Hong Kong, Hong Kong SAR, China
| | - Jennifer M Eschbacher
- Department of Neuropathology, Barrow Neurological Institute, Dignity Health, Phoenix, AZ, USA
| | | | - Pamela R Jackson
- Department of Neurological Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Itamar S Grunfeld
- Department of Psychology, Hunter College, The City University of New York, New York, NY, USA
- Department of Psychology, The Graduate Center, The City University of New York, New York, NY, USA
| | | | - Gina L Mazza
- Quantitative Health Sciences, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Sam C McGee
- Department of Speech and Hearing Science, Arizona State University, Tempe, AZ, USA
| | - Lisa Paulson
- Department of Neurological Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | | | | | - Kris A Smith
- Department of Neurosurgery, Barrow Neurological Institute, Dignity Health, Phoenix, AZ, USA
| | - Peter Nakaji
- Department of Neurosurgery, Banner University Medical Center, University of Arizona, Phoenix, AZ, USA
| | - Bernard R Bendok
- Department of Neurological Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Richard S Zimmerman
- Department of Neurological Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Chandan Krishna
- Department of Neurological Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Devi P Patra
- Department of Neurological Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Naresh P Patel
- Department of Neurological Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Mark Lyons
- Department of Neurological Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Matthew Neal
- Department of Neurological Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Kliment Donev
- Department of Pathology, Mayo Clinic Arizona, Phoenix, AZ, USA
| | | | - Alyx B Porter
- Department of Neurology, Mayo Clinic Arizona, Phoenix, AZ, USA
| | - Scott C Beeman
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, USA
| | | | - Kathleen M Schmainda
- Departments of Biophysics and Radiology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Yuxiang Zhou
- Department of Radiology, Mayo Clinic Arizona, Phoenix, AZ, USA
| | - Leslie C Baxter
- Department of Radiology, Mayo Clinic Arizona, Phoenix, AZ, USA
- Departments of Psychiatry and Psychology, Mayo Clinic, AZ, USA
| | - Christopher L Plaisier
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, USA
| | - Jing Li
- H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA
| | - Hu Li
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
| | - Anna Lasorella
- Department of Biochemistry and Molecular Biology, Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - C Chad Quarles
- Department of Cancer Systems Imaging, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kristin R Swanson
- Department of Cancer Biology, Mayo Clinic Arizona, Scottsdale, AZ, USA
- Department of Neurological Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Michele Ceccarelli
- Department of Public Health Sciences, Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, FL, USA.
| | - Antonio Iavarone
- Department of Neurological Surgery, Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, FL, USA.
| | - Nhan L Tran
- Department of Cancer Biology, Mayo Clinic Arizona, Scottsdale, AZ, USA.
- Department of Neurological Surgery, Mayo Clinic Arizona, Scottsdale, AZ, USA.
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Nasrallah MP, Zhao J, Tsai CC, Meredith D, Marostica E, Ligon KL, Golden JA, Yu KH. Machine learning for cryosection pathology predicts the 2021 WHO classification of glioma. MED 2023; 4:526-540.e4. [PMID: 37421953 PMCID: PMC10527821 DOI: 10.1016/j.medj.2023.06.002] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Revised: 04/17/2023] [Accepted: 06/06/2023] [Indexed: 07/10/2023]
Abstract
BACKGROUND Timely and accurate intraoperative cryosection evaluations remain the gold standard for guiding surgical treatments for gliomas. However, the tissue-freezing process often generates artifacts that make histologic interpretation difficult. In addition, the 2021 WHO Classification of Tumors of the Central Nervous System incorporates molecular profiles in the diagnostic categories, so standard visual evaluation of cryosections alone cannot completely inform diagnoses based on the new classification system. METHODS To address these challenges, we develop the context-aware Cryosection Histopathology Assessment and Review Machine (CHARM) using samples from 1,524 glioma patients from three different patient populations to systematically analyze cryosection slides. FINDINGS Our CHARM models successfully identified malignant cells (AUROC = 0.98 ± 0.01 in the independent validation cohort), distinguished isocitrate dehydrogenase (IDH)-mutant tumors from wild type (AUROC = 0.79-0.82), classified three major types of molecularly defined gliomas (AUROC = 0.88-0.93), and identified the most prevalent subtypes of IDH-mutant tumors (AUROC = 0.89-0.97). CHARM further predicts clinically important genetic alterations in low-grade glioma, including ATRX, TP53, and CIC mutations, CDKN2A/B homozygous deletion, and 1p/19q codeletion via cryosection images. CONCLUSIONS Our approaches accommodate the evolving diagnostic criteria informed by molecular studies, provide real-time clinical decision support, and will democratize accurate cryosection diagnoses. FUNDING Supported in part by the National Institute of General Medical Sciences grant R35GM142879, the Google Research Scholar Award, the Blavatnik Center for Computational Biomedicine Award, the Partners' Innovation Discovery Grant, and the Schlager Family Award for Early Stage Digital Health Innovations.
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Affiliation(s)
- MacLean P Nasrallah
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Junhan Zhao
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA
| | - Cheng Che Tsai
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA
| | - David Meredith
- Department of Pathology, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Eliana Marostica
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA; Division of Health Sciences and Technology, Harvard-Massachusetts Institute of Technology, Boston, MA 02139, USA
| | - Keith L Ligon
- Department of Pathology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Jeffrey A Golden
- Department of Pathology, Brigham and Women's Hospital, Boston, MA 02115, USA; Department of Pathology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Kun-Hsing Yu
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA; Department of Pathology, Brigham and Women's Hospital, Boston, MA 02115, USA.
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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: 9] [Impact Index Per Article: 4.5] [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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Evaluation of MTAP and p16 immunohistochemical deficiency as surrogate marker for CDKN2A/B homozygous deletion in gliomas. Pathology 2023; 55:466-477. [PMID: 37032198 DOI: 10.1016/j.pathol.2023.01.005] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 11/14/2022] [Accepted: 01/07/2023] [Indexed: 03/17/2023]
Abstract
Homozygous deletion (HD) of the CDKN2A/B locus has emerged as an unfavourable prognostic marker in diffuse gliomas, both IDH-mutant and IDH-wild-type. Testing for CDKN2A/B deletions can be performed by a variety of approaches, including copy number variation (CNV) analysis based on gene array analysis, next generation sequencing (NGS) or fluorescence in situ hybridisation (FISH), but questions remain regarding the accuracy of testing modalities. In this study, we assessed: (1) the utility of S-methyl-5'-thioadenosine phosphorylase (MTAP) and cellular tumour suppressor protein pl61NK4a (p16) immunostainings as surrogate markers for CDKN2A/B HD in gliomas, and (2) the prognostic value of MTAP, across different histological tumour grades and IDH mutation status. One hundred consecutive cases of diffuse and circumscribed gliomas (Cohort 1) were collected, in order to correlate MTAP and p16 expression with the CDKN2A/B status in the CNV plot of each tumour. IDH1 R132H, ATRX and MTAP immunohistochemistry was performed on next generation tissue microarrays (ngTMAs) of 251 diffuse gliomas (Cohort 2) for implementing survival analysis. Complete loss of MTAP and p16 by immunohistochemistry was 100% and 90% sensitive as well as 97% and 89% specific for CDKN2A/B HD, respectively, as identified on CNV plot. Only two cases (2/100) with MTAP and p16 loss of expression did not demonstrate CDKN2A/B HD in CNV plot; however, FISH analysis confirmed the HD for CDKN2A/B. Moreover, MTAP deficiency was associated with shortened survival in IDH-mutant astrocytomas (n=75; median survival 61 vs 137 months; p<0.0001), IDH-mutant oligodendrogliomas (n=59; median survival 41 vs 147 months; p<0.0001) and IDH-wild-type gliomas (n=117; median survival 13 vs 16 months; p=0.011). In conclusion, MTAP immunostaining is an important complement for diagnostic work-up of gliomas, because of its excellent correlation with CDKN2A/B status, robustness, rapid turnaround time and low costs, and provides significant prognostic value in IDH-mutant astrocytomas and oligodendrogliomas, while p16 should be used cautiously.
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Bevacizumab in real-life patients with recurrent glioblastoma: benefit or futility? J Neurol 2023; 270:2702-2714. [PMID: 36813928 DOI: 10.1007/s00415-023-11600-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 01/31/2023] [Accepted: 02/01/2023] [Indexed: 02/24/2023]
Abstract
PURPOSE Angiogenesis plays a key role in glioblastoma, but most anti-angiogenic therapy trials have failed to change the poor outcome of this disease. Despite this, and because bevacizumab is known to alleviate symptoms, it is used in daily practice. We aimed to assess the real-life benefit in terms of overall survival, time to treatment failure, objective response, and clinical benefit in patients with recurrent glioblastoma treated with bevacizumab. METHODS This was a monocentric, retrospective study including patients treated between 2006 and 2016 in our institution. RESULTS 202 patients were included. The median duration of bevacizumab treatment was 6 months. Median time to treatment failure was 6.8 months (95%CI 5.3-8.2) and median overall survival was 23.7 months (95%CI 20.6-26.8). Fifty percent of patients had a radiological response at first MRI evaluation, and 56% experienced symptom amelioration. Grade 1/2 hypertension (n = 34, 17%) and grade one proteinuria (n = 20, 10%) were the most common side effects. CONCLUSIONS This study reports a clinical benefit and an acceptable toxicity profile in patients with recurrent glioblastoma treated with bevacizumab. As the panel of therapies is still very limited for these tumors, this work supports the use of bevacizumab as a therapeutic option.
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Importance of Age and Noncontrast-Enhancing Tumor as Biomarkers for Isocitrate Dehydrogenase-Mutant Glioblastoma: A Multicenter Study. J Comput Assist Tomogr 2023:00004728-990000000-00142. [PMID: 36877775 DOI: 10.1097/rct.0000000000001456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/08/2023]
Abstract
PURPOSE This study aimed to investigate the most useful clinical and magnetic resonance imaging (MRI) parameters for differentiating isocitrate dehydrogenase (IDH)-mutant and -wildtype glioblastomas in the 2016 World Health Organization Classification of Tumors of the Central Nervous System. METHODS This multicenter study included 327 patients with IDH-mutant or IDH-wildtype glioblastoma in the 2016 World Health Organization classification who preoperatively underwent MRI. Isocitrate dehydrogenase mutation status was determined by immunohistochemistry, high-resolution melting analysis, and/or IDH1/2 sequencing. Three radiologists independently reviewed the tumor location, tumor contrast enhancement, noncontrast-enhancing tumor (nCET), and peritumoral edema. Two radiologists independently measured the maximum tumor size and mean and minimum apparent diffusion coefficients of the tumor. Univariate and multivariate logistic regression analyses with an odds ratio (OR) were performed. RESULTS The tumors were IDH-wildtype glioblastoma in 306 cases and IDH-mutant glioblastoma in 21. Interobserver agreement for both qualitative and quantitative evaluations was moderate to excellent. The univariate analyses revealed a significant difference in age, seizure, tumor contrast enhancement, and nCET (P < 0.05). The multivariate analysis revealed significant difference in age for all 3 readers (reader 1, odds ratio [OR] = 0.960, P = 0.012; reader 2, OR = 0.966, P = 0.048; reader 3, OR = 0.964, P = 0.026) and nCET for 2 readers (reader 1, OR = 3.082, P = 0.080; reader 2, OR = 4.500, P = 0.003; reader 3, OR = 3.078, P = 0.022). CONCLUSIONS Age and nCET are the most useful parameters among the clinical and MRI parameters for differentiating IDH-mutant and IDH-wildtype glioblastomas.
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Insights into the Peritumoural Brain Zone of Glioblastoma: CDK4 and EXT2 May Be Potential Drivers of Malignancy. Int J Mol Sci 2023; 24:ijms24032835. [PMID: 36769158 PMCID: PMC9917451 DOI: 10.3390/ijms24032835] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 01/20/2023] [Accepted: 01/30/2023] [Indexed: 02/05/2023] Open
Abstract
Despite the efforts made in recent decades, glioblastoma is still the deadliest primary brain cancer without cure. The potential role in tumour maintenance and progression of the peritumoural brain zone (PBZ), the apparently normal area surrounding the tumour, has emerged. Little is known about this area due to a lack of common definition and due to difficult sampling related to the functional role of peritumoural healthy brain. The aim of this work was to better characterize the PBZ and to identify genes that may have role in its malignant transformation. Starting from our previous study on the comparison of the genomic profiles of matched tumour core and PBZ biopsies, we selected CDK4 and EXT2 as putative malignant drivers of PBZ. The gene expression analysis confirmed their over-expression in PBZ, similarly to what happens in low-grade glioma and glioblastoma, and CDK4 high levels seem to negatively influence patient overall survival. The prognostic role of CDK4 and EXT2 was further confirmed by analysing the TCGA cohort and bioinformatics prediction on their gene networks and protein-protein interactions. These preliminary data constitute a good premise for future investigations on the possible role of CDK4 and EXT2 in the malignant transformation of PBZ.
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Park YW, Park KS, Park JE, Ahn SS, Park I, Kim HS, Chang JH, Lee SK, Kim SH. Qualitative and Quantitative Magnetic Resonance Imaging Phenotypes May Predict CDKN2A/B Homozygous Deletion Status in Isocitrate Dehydrogenase-Mutant Astrocytomas: A Multicenter Study. Korean J Radiol 2023; 24:133-144. [PMID: 36725354 PMCID: PMC9892217 DOI: 10.3348/kjr.2022.0732] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 11/22/2022] [Accepted: 12/10/2022] [Indexed: 01/28/2023] Open
Abstract
OBJECTIVE Cyclin-dependent kinase inhibitor (CDKN)2A/B homozygous deletion is a key molecular marker of isocitrate dehydrogenase (IDH)-mutant astrocytomas in the 2021 World Health Organization. We aimed to investigate whether qualitative and quantitative MRI parameters can predict CDKN2A/B homozygous deletion status in IDH-mutant astrocytomas. MATERIALS AND METHODS Preoperative MRI data of 88 patients (mean age ± standard deviation, 42.0 ± 11.9 years; 40 females and 48 males) with IDH-mutant astrocytomas (76 without and 12 with CDKN2A/B homozygous deletion) from two institutions were included. A qualitative imaging assessment was performed. Mean apparent diffusion coefficient (ADC), 5th percentile of ADC, mean normalized cerebral blood volume (nCBV), and 95th percentile of nCBV were assessed via automatic tumor segmentation. Logistic regression was performed to determine the factors associated with CDKN2A/B homozygous deletion in all 88 patients and a subgroup of 47 patients with histological grades 3 and 4. The discrimination performance of the logistic regression models was evaluated using the area under the receiver operating characteristic curve (AUC). RESULTS In multivariable analysis of all patients, infiltrative pattern (odds ratio [OR] = 4.25, p = 0.034), maximal diameter (OR = 1.07, p = 0.013), and 95th percentile of nCBV (OR = 1.34, p = 0.049) were independent predictors of CDKN2A/B homozygous deletion. The AUC, accuracy, sensitivity, and specificity of the corresponding model were 0.83 (95% confidence interval [CI], 0.72-0.91), 90.4%, 83.3%, and 75.0%, respectively. On multivariable analysis of the subgroup with histological grades 3 and 4, infiltrative pattern (OR = 10.39, p = 0.012) and 95th percentile of nCBV (OR = 1.24, p = 0.047) were independent predictors of CDKN2A/B homozygous deletion, with an AUC accuracy, sensitivity, and specificity of the corresponding model of 0.76 (95% CI, 0.60-0.88), 87.8%, 80.0%, and 58.1%, respectively. CONCLUSION The presence of an infiltrative pattern, larger maximal diameter, and higher 95th percentile of the nCBV may be useful MRI biomarkers for CDKN2A/B homozygous deletion in IDH-mutant astrocytomas.
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Affiliation(s)
- Yae Won Park
- Department of Radiology and Research Institute of Radiological Science and Center for Clinical Imaging Data Science, Yonsei University College of Medicine, Seoul, Korea
| | - Ki Sung Park
- Department of Mechanical Engineering, Pohang University of Science and Technology, Pohang, Korea
| | - Ji Eun Park
- Department of Radiology, Ulsan University College of Medicine, Seoul, Korea
| | - Sung Soo Ahn
- Department of Radiology and Research Institute of Radiological Science and Center for Clinical Imaging Data Science, Yonsei University College of Medicine, Seoul, Korea
| | - Inho Park
- Center for Precision Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
- Department of Pathology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Ho Sung Kim
- Department of Radiology, Ulsan University College of Medicine, Seoul, Korea
| | - Jong Hee Chang
- Department of Neurosurgery, Yonsei University College of Medicine, Seoul, Korea
| | - Seung-Koo Lee
- Department of Radiology and Research Institute of Radiological Science and Center for Clinical Imaging Data Science, Yonsei University College of Medicine, Seoul, Korea
| | - Se Hoon Kim
- Department of Pathology, Yonsei University College of Medicine, Seoul, Korea.
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Merlini A, Pavese V, Manessi G, Rabino M, Tolomeo F, Aliberti S, D’Ambrosio L, Grignani G. Targeting cyclin-dependent kinases in sarcoma treatment: Current perspectives and future directions. Front Oncol 2023; 13:1095219. [PMID: 36741019 PMCID: PMC9893281 DOI: 10.3389/fonc.2023.1095219] [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: 11/10/2022] [Accepted: 01/03/2023] [Indexed: 01/20/2023] Open
Abstract
Effective treatment of advanced/metastatic bone and soft tissue sarcomas still represents an unmet medical need. Recent advances in targeted therapies have highlighted the potential of cyclin-dependent kinases (CDK) inhibitors in several cancer types, including sarcomas. CDKs are master regulators of the cell cycle; their dysregulation is listed among the "hallmarks of cancer" and sarcomas are no exception to the rule. In this review, we report both the molecular basis, and the potential therapeutic implications for the use of CDK inhibitors in sarcoma treatment. What is more, we describe and discuss the possibility and biological rationale for combination therapies with conventional treatments, target therapy and immunotherapy, highlighting potential avenues for future research to integrate CDK inhibition in sarcoma treatment.
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Affiliation(s)
- Alessandra Merlini
- Candiolo Cancer Institute, IRCCS-FPO, Turin, Italy,Department of Oncology, University of Turin, Turin, Italy
| | - Valeria Pavese
- Department of Oncology, University of Turin, Turin, Italy
| | - Giulia Manessi
- Department of Oncology, University of Turin, Turin, Italy
| | - Martina Rabino
- Department of Oncology, University of Turin, Turin, Italy
| | | | | | - Lorenzo D’Ambrosio
- Department of Oncology, University of Turin, Turin, Italy,Medical Oncology, Azienda Ospedaliera Universitaria San Luigi Gonzaga, Turin, Italy,*Correspondence: Lorenzo D’Ambrosio,
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48
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Oh KS, Mahalingam M. Melanoma and Glioblastoma-Not a Serendipitous Association. Adv Anat Pathol 2023; 30:00125480-990000000-00051. [PMID: 36624550 DOI: 10.1097/pap.0000000000000393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Recently, we came across a patient with malignant melanoma and primary glioblastoma. Given this, we parsed the literature to ascertain the relationship, if any, between these 2 malignancies. We begin with a brief overview of melanoma and glioma in isolation followed by a chronologic overview of case reports and epidemiologic studies documenting both neoplasms. This is followed by studies detailing genetic abnormalities common to both malignancies with a view to identifying unifying genetic targets for therapeutic strategies as well as to explore the possibility of a putative association and an inherited cancer susceptibility trait. From a scientific perspective, we believe we have provided evidence favoring an association between melanoma and glioma. Future studies that include documentation of additional cases, as well as a detailed molecular analyses, will lend credence to our hypothesis that the co-occurrence of these 2 conditions is likely not serendipitous.
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Affiliation(s)
- Kei Shing Oh
- Department of Pathology and Laboratory Medicine, Mount Sinai Medical Center, Miami Beach, FL
| | - Meera Mahalingam
- Dermatopathology Section, Department of Pathology and Laboratory Medicine, VA-Integrated-Service-Network-1 (VISN1), West Roxbury, MA
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Liu XP, Jin X, Seyed Ahmadian S, Yang X, Tian SF, Cai YX, Chawla K, Snijders AM, Xia Y, van Diest PJ, Weiss WA, Mao JH, Li ZQ, Vogel H, Chang H. Clinical significance and molecular annotation of cellular morphometric subtypes in lower-grade gliomas discovered by machine learning. Neuro Oncol 2023; 25:68-81. [PMID: 35716369 PMCID: PMC9825346 DOI: 10.1093/neuonc/noac154] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Lower-grade gliomas (LGG) are heterogeneous diseases by clinical, histological, and molecular criteria. We aimed to personalize the diagnosis and therapy of LGG patients by developing and validating robust cellular morphometric subtypes (CMS) and to uncover the molecular signatures underlying these subtypes. METHODS Cellular morphometric biomarkers (CMBs) were identified with artificial intelligence technique from TCGA-LGG cohort. Consensus clustering was used to define CMS. Survival analysis was performed to assess the clinical impact of CMBs and CMS. A nomogram was constructed to predict 3- and 5-year overall survival (OS) of LGG patients. Tumor mutational burden (TMB) and immune cell infiltration between subtypes were analyzed using the Mann-Whitney U test. The double-blinded validation for important immunotherapy-related biomarkers was executed using immunohistochemistry (IHC). RESULTS We developed a machine learning (ML) pipeline to extract CMBs from whole-slide images of tissue histology; identifying and externally validating robust CMS of LGGs in multicenter cohorts. The subtypes had independent predicted OS across all three independent cohorts. In the TCGA-LGG cohort, patients within the poor-prognosis subtype responded poorly to primary and follow-up therapies. LGGs within the poor-prognosis subtype were characterized by high mutational burden, high frequencies of copy number alterations, and high levels of tumor-infiltrating lymphocytes and immune checkpoint genes. Higher levels of PD-1/PD-L1/CTLA-4 were confirmed by IHC staining. In addition, the subtypes learned from LGG demonstrate translational impact on glioblastoma (GBM). CONCLUSIONS We developed and validated a framework (CMS-ML) for CMS discovery in LGG associated with specific molecular alterations, immune microenvironment, prognosis, and treatment response.
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Affiliation(s)
- Xiao-Ping Liu
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
- Berkeley Biomedical Data Science Center, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Xiaoqing Jin
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
- Berkeley Biomedical Data Science Center, Lawrence Berkeley National Laboratory, Berkeley, California, USA
- Department of Emergency, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Saman Seyed Ahmadian
- Department of Pathology, Stanford University Medical Center, Stanford, California, USA
| | - Xu Yang
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
- Berkeley Biomedical Data Science Center, Lawrence Berkeley National Laboratory, Berkeley, California, USA
- Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Su-Fang Tian
- Department of Pathology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Yu-Xiang Cai
- Department of Pathology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Kuldeep Chawla
- Berkeley Biomedical Data Science Center, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Antoine M Snijders
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
- Berkeley Biomedical Data Science Center, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Yankai Xia
- Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Paul J van Diest
- Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - William A Weiss
- Departments of Neurology, Neurological Surgery, and Pediatrics, University of California, San Francisco, San Francisco, California, USA
| | - Jian-Hua Mao
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
- Berkeley Biomedical Data Science Center, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Zhi-Qiang Li
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Hannes Vogel
- Department of Pathology, Stanford University Medical Center, Stanford, California, USA
| | - Hang Chang
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
- Berkeley Biomedical Data Science Center, Lawrence Berkeley National Laboratory, Berkeley, California, USA
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Fortin Ensign SP, Jenkins RB, Giannini C, Sarkaria JN, Galanis E, Kizilbash SH. Translational significance of CDKN2A/B homozygous deletion in isocitrate dehydrogenase-mutant astrocytoma. Neuro Oncol 2023; 25:28-36. [PMID: 35973817 PMCID: PMC9825307 DOI: 10.1093/neuonc/noac205] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Indexed: 01/26/2023] Open
Abstract
Isocitrate dehydrogenase (IDH) 1 or 2 mutations confer a favorable prognosis compared to IDH-wildtype in astrocytoma, frequently denoting a lower grade malignancy. However, recent molecular profiling has identified specific aggressive tumor subgroups with clear clinical prognostic implications that are independent of histologic grading. The homozygous deletion of CDKN2A/B is the strongest implicated independent indicator of the poor prognosis within IDH-mutant astrocytoma, and the identification of this alteration in these lower histologic grade tumors transforms their biology toward an aggressive grade 4 phenotype clinically. CDKN2A/B homozygous deletion is now sufficient to define a grade 4 tumor in IDH-mutant astrocytomas regardless of histologic appearance, yet there are currently no effective molecularly informed targeted therapies for these tumors. The biological impact of CDKN2A/B homozygous deletion in IDH-mutant tumors and the optimal treatment strategy for this molecular subgroup remains insufficiently explored. Here we review the current understanding of the translational significance of homozygous deletion of CDKN2A/B gene expression in IDH-mutant astrocytoma and associated diagnostic and therapeutic implications.
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Affiliation(s)
| | - Robert B Jenkins
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Caterina Giannini
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Jann N Sarkaria
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota, USA
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