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Namdar K, Wagner MW, Kudus K, Hawkins C, Tabori U, Ertl-Wagner BB, Khalvati F. Improving Deep Learning Models for Pediatric Low-Grade Glioma Tumours Molecular Subtype Identification Using MRI-based 3D Probability Distributions of Tumour Location. Can Assoc Radiol J 2024:8465371241296834. [PMID: 39544176 DOI: 10.1177/08465371241296834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2024] Open
Abstract
Purpose: Pediatric low-grade gliomas (pLGG) are the most common brain tumour in children, and the molecular diagnosis of pLGG enables targeted treatment. We use MRI-based Convolutional Neural Networks (CNNs) for molecular subtype identification of pLGG and augment the models using tumour location probability maps. Materials and Methods: MRI FLAIR sequences of 214 patients (110 male, mean age of 8.54 years, 143 BRAF fused and 71 BRAF V600E mutated pLGG tumours) from January 2000 to December 2018 were included in this retrospective REB-approved study. Tumour segmentations (volumes of interest-VOIs) were provided by a pediatric neuroradiology fellow and verified by a pediatric neuroradiologist. Patients were randomly split into development and test sets with an 80/20 ratio. The 3D binary VOI masks for each class in the development set were combined to derive the probability density functions of tumour location. Three pipelines for molecular diagnosis of pLGG were developed: location-based, CNN-based, and hybrid. The experiment was repeated 100 times each with different model initializations and data splits, and the Areas Under the Receiver Operating Characteristic Curve (AUROC) was calculated, and Student's t-test was conducted. Results: The location-based classifier achieved an AUROC of 77.9, 95% confidence interval (CI) (76.8, 79.0). CNN-based classifiers achieved an AUROC of 86.1, 95% CI (85.0, 87.3), while the tumour-location-guided CNNs outperformed the other classifiers with an average AUROC of 88.64, 95% CI (87.6, 89.7), which was statistically significant (P-value .0018). Conclusion: Incorporating tumour location probability maps into CNN models led to significant improvements for molecular subtype identification of pLGG.
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Affiliation(s)
- Khashayar Namdar
- Division of Neuroradiology, Department of Diagnostic & Interventional Radiology, The Hospital for Sick Children (SickKids), Toronto, ON, Canada
- Neurosciences & Mental Health Research Program, SickKids Research Institute, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
- Vector Institute, Toronto, ON, Canada
| | - Matthias W Wagner
- Division of Neuroradiology, Department of Diagnostic & Interventional Radiology, The Hospital for Sick Children (SickKids), Toronto, ON, Canada
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
- Department of Diagnostic and Interventional Neuroradiology, University Hospital Augsburg, Augsburg, Germany
| | - Kareem Kudus
- Division of Neuroradiology, Department of Diagnostic & Interventional Radiology, The Hospital for Sick Children (SickKids), Toronto, ON, Canada
- Neurosciences & Mental Health Research Program, SickKids Research Institute, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
| | - Cynthia Hawkins
- Department of Paediatric Laboratory Medicine, Division of Pathology, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Uri Tabori
- Department of Neurooncology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Birgit B Ertl-Wagner
- Division of Neuroradiology, Department of Diagnostic & Interventional Radiology, The Hospital for Sick Children (SickKids), Toronto, ON, Canada
- Neurosciences & Mental Health Research Program, SickKids Research Institute, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Farzad Khalvati
- Division of Neuroradiology, Department of Diagnostic & Interventional Radiology, The Hospital for Sick Children (SickKids), Toronto, ON, Canada
- Neurosciences & Mental Health Research Program, SickKids Research Institute, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
- Vector Institute, Toronto, ON, Canada
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
- Department of Computer Science, University of Toronto, Toronto, ON, Canada
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada
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2
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McIlvain G, Hayes LL, Walter AW, Averill LW, Kandula V, Johnson CL, Nikam RM. Mechanical properties of pediatric low-grade gliomas in children with and without neurofibromatosis type 1. Neuroradiology 2024:10.1007/s00234-024-03491-z. [PMID: 39432071 DOI: 10.1007/s00234-024-03491-z] [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: 06/10/2024] [Accepted: 10/11/2024] [Indexed: 10/22/2024]
Abstract
INTRODUCTION Prognoses for pediatric brain tumors are suboptimal, as even in low-grade tumors, management techniques can lead to damage in the developing brain. Therefore, advanced neuroimaging methods are critical for developing optimal management plans and improving patient care. Magnetic resonance elastography (MRE) has allowed for the characterization of adult gliomas by their mechanical properties, which are uniquely sensitive to the complex interplay of cellularity, vasculature, and interstitium. However, pediatric tumors differ in behavior and cytoarchitecture, and their mechanical properties have never been assessed. METHODS Here, we conduct the first study of pediatric brain tumor mechanical properties by using MRE to measure tissue stiffness and damping ratio in low grade gliomas (LGGs). We additionally measure the mechanical properties of non-neoplastic focal abnormal signal intensities (FASIs) in children with neurofibromatosis type 1 (NF1). RESULTS 23 patients age 4-17 years who had MR imaging results consistent with a primary LGG or with NF1 were included in this study. We found that pediatric gliomas are on an average 10.9% softer (p = 0.010) with a 17.3% lower (p = 0.009) viscosity than reference tissue. Softness of tumors appeared consistent across tumor subtypes and unrelated to tumor size or contrast-enhancement. In NF1 we found that, unlike gliomas, FASIs are stiffer, though not significantly, than reference tissue by an average of 10.4% and have a 16.7% lower damping ratio. CONCLUSIONS Measuring tumor mechanical properties patterning and heterogeneity has potential to aid in prediction of biological behavior and inform management strategies for pediatric patients.
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Affiliation(s)
- Grace McIlvain
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
- Department of Radiology, Columbia University, New York, NY, USA
| | - Laura L Hayes
- Department of Radiology, Nemours Children's Hospital, Orlando, FL, USA
| | - Andrew W Walter
- Department of Hematology/Oncology, Nemours Children's Hospital, Wilmington, DE, USA
| | - Lauren W Averill
- Department of Radiology, Nemours Children's Hospital, Wilmington, DE, USA
| | - Vinay Kandula
- Department of Radiology, Nemours Children's Hospital, Wilmington, DE, USA
| | - Curtis L Johnson
- Department of Biomedical Engineering, University of Delaware, Newark, DE, USA.
| | - Rahul M Nikam
- Department of Radiology, Nemours Children's Hospital, Wilmington, DE, USA
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3
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Upadhyay R, Paulino AC. Risk-Stratified Radiotherapy in Pediatric Cancer. Cancers (Basel) 2024; 16:3530. [PMID: 39456624 PMCID: PMC11506666 DOI: 10.3390/cancers16203530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2024] [Revised: 10/15/2024] [Accepted: 10/16/2024] [Indexed: 10/28/2024] Open
Abstract
While the cure rate of cancer in children has markedly improved in the last few decades, late effects continue to be a problem in survivors. Radiotherapy, which is a major component of treatment in many cancers, is one of the major agents responsible for late toxicity. In the past decade, radiotherapy has been omitted in patients achieving excellent response to chemotherapy, such as in Hodgkin lymphoma and some Wilms tumors with lung metastases. Likewise, response to chemotherapy has been used to determine whether lower doses of radiation can be delivered in intracranial germinoma and pediatric nasopharyngeal carcinoma. Molecular subtyping in medulloblastoma is currently being employed, and in WNT-pathway M0 tumors, the reduction in radiotherapy dose to the craniospinal axis and tumor bed is currently being investigated. Finally, dose escalation was recently evaluated in patients with rhabdomyosarcoma > 5 cm who do not achieve a complete response to initial 9 weeks of chemotherapy as well as for unresectable Ewing sarcoma patients to improve local control.
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Affiliation(s)
- Rituraj Upadhyay
- Department of Radiation Oncology, The Ohio State University Wexner Medical Center, Columbus, OH 43212, USA;
| | - Arnold C. Paulino
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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4
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Sigaud R, Brummer T, Kocher D, Milde T, Selt F. MOST wanted: navigating the MAPK-OIS-SASP-tumor microenvironment axis in primary pediatric low-grade glioma and preclinical models. Childs Nerv Syst 2024; 40:3209-3221. [PMID: 38789691 PMCID: PMC11511703 DOI: 10.1007/s00381-024-06463-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 05/14/2024] [Indexed: 05/26/2024]
Abstract
Understanding the molecular and cellular mechanisms driving pediatric low-grade glioma (pLGG)-the most prevalent brain tumor in children-is essential for the identification and evaluation of novel effective treatments. This review explores the intricate relationship between the mitogen-activated protein kinase (MAPK) pathway, oncogene-induced senescence (OIS), the senescence-associated secretory phenotype (SASP), and the tumor microenvironment (TME), integrating these elements into a unified framework termed the MAPK/OIS/SASP/TME (MOST) axis. This integrated approach seeks to deepen our understanding of pLGG and improve therapeutic interventions by examining the MOST axis' critical influence on tumor biology and response to treatment. In this review, we assess the axis' capacity to integrate various biological processes, highlighting new targets for pLGG treatment, and the need for characterized in vitro and in vivo preclinical models recapitulating pLGG's complexity to test targets. The review underscores the need for a comprehensive strategy in pLGG research, positioning the MOST axis as a pivotal approach in understanding pLGG. This comprehensive framework will open promising avenues for patient care and guide future research towards inventive treatment options.
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Affiliation(s)
- Romain Sigaud
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany.
- National Center for Tumor Diseases (NCT), Heidelberg, Germany.
| | - Tilman Brummer
- Institute, of Molecular Medicine and Cell Research (IMMZ), Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Centre for Biological Signaling Studies BIOSS, University of Freiburg and German Consortium for Translational Cancer Research (DKTK), Freiburg, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Daniela Kocher
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Till Milde
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Florian Selt
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany.
- National Center for Tumor Diseases (NCT), Heidelberg, Germany.
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany.
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5
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Zelt S, Cooney T, Yu S, Daral S, Krebs B, Markan R, Manley P, Kieran M, Govinda Raju S. Disease burden and healthcare utilization in pediatric low-grade glioma: A United States retrospective study of linked claims and electronic health records. Neurooncol Pract 2024; 11:583-592. [PMID: 39279771 PMCID: PMC11398936 DOI: 10.1093/nop/npae037] [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] [Indexed: 09/18/2024] Open
Abstract
Background Despite high long-term survival rates, pediatric low-grade gliomas (pLGGs) are linked with significant tumor- and treatment-associated morbidities that may persist throughout life. The aims of this descriptive cross-sectional pilot study were to characterize health conditions among a cohort of patients with pLGG and explore the feasibility of quantifying disease burden and healthcare resource utilization (HRU). Methods Optum® Market Clarity Data were used to identify patients aged ≤18 years with an ICD-10 code for brain neoplasm, ≥1 physician notes, and with evidence of pLGG recorded between January 1, 2017 and June 30, 2018. Outcomes including health characteristics, HRU, medications, and procedures were assessed at 6-month intervals over 36 months. Results One hundred and fifty-four patients were identified with pLGG and over half experienced headache/migraine, respiratory infection, pain, or behavioral issues during the 36-month study period. The most common comorbidities were ocular/visual (including blindness), mental health disorders, seizures, and behavioral/cognition disorders. Most symptoms and comorbidities persisted or increased during the study period, indicating long-term health deficits. HRU, including speciality care visits, filled prescriptions, and administered medications, was common; 74% of patients had prescriptions for anti-infectives, 56% antiemetics, and 52% required pain or fever relief. Sixty-five percent of patients underwent treatment to control their pLGG, the most common being brain surgery. Little decline was observed in medication use during the study period. Conclusions Patients with pLGG have complex healthcare needs requiring high HRU, often over a long time. Patients need to be optimally managed to minimize disease- and treatment-related burden and HRU.
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Affiliation(s)
- Susan Zelt
- Day One Biopharmaceuticals, Inc., Brisbane, California, USA (S.Z., T.C., S.Y., P.M., M.K., S.G.R.)
| | - Tabitha Cooney
- Day One Biopharmaceuticals, Inc., Brisbane, California, USA (S.Z., T.C., S.Y., P.M., M.K., S.G.R.)
| | - Sandie Yu
- Day One Biopharmaceuticals, Inc., Brisbane, California, USA (S.Z., T.C., S.Y., P.M., M.K., S.G.R.)
| | - Shailaja Daral
- Optum Lifesciences, Inc., Eden Prairie, Minnesota, USA (S.D., B.K., R.M.)
| | - Blake Krebs
- Optum Lifesciences, Inc., Eden Prairie, Minnesota, USA (S.D., B.K., R.M.)
| | - Riddhi Markan
- Optum Lifesciences, Inc., Eden Prairie, Minnesota, USA (S.D., B.K., R.M.)
| | - Peter Manley
- Day One Biopharmaceuticals, Inc., Brisbane, California, USA (S.Z., T.C., S.Y., P.M., M.K., S.G.R.)
| | - Mark Kieran
- Day One Biopharmaceuticals, Inc., Brisbane, California, USA (S.Z., T.C., S.Y., P.M., M.K., S.G.R.)
| | - Sandya Govinda Raju
- Day One Biopharmaceuticals, Inc., Brisbane, California, USA (S.Z., T.C., S.Y., P.M., M.K., S.G.R.)
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6
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de Bont JM, Schouten-van Meeteren AYN. Long-term quality of survival after pediatric low-grade glioma. Childs Nerv Syst 2024; 40:3341-3355. [PMID: 39400717 DOI: 10.1007/s00381-024-06631-1] [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: 04/23/2024] [Accepted: 09/21/2024] [Indexed: 10/15/2024]
Abstract
BACKGROUND Low-grade glioma is the most common brain tumor in children with different modes of treatment and a high overall survival. Low-grade glioma is considered a chronic disease, since residual tumor is present in many children. The tumor and its treatment lead to acquired brain injury with diverse consequences for later life based on factors like the diverse tumor locations, treatment(s) applied, neurofibromatosis type 1, and age at diagnosis. METHODS An overview of affected domains is provided based upon cohort studies from literature and partially based on clinical experience with a practical approach regarding each domain of functioning in order to provide insight in the requirements for long-term care assistance after childhood low-grade glioma. RESULTS The diverse domains that can potentially be affected are described as follows: motor function, speech, eating and swallowing, sensory functions, seizures, neuropathy, organ function after systemic treatment, late effects due to cranial radiation (vascular changes and secondary tumors, endocrine and hypothalamic function, sleep and energy, neuro-cognition and education, psychosocial effects, and quality of life. CONCLUSION Insight in affected domains guides advices for medical follow-up, diagnostics, supportive instructions, and assistive measures per domain of functioning and provide insight in the requirements for long-term care assistance after childhood low-grade glioma.
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Affiliation(s)
- Judith M de Bont
- Department Late Effects Clinic, Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584CS, Utrecht, Netherlands
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7
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Kudus K, Wagner MW, Namdar K, Bennett J, Nobre L, Tabori U, Hawkins C, Ertl-Wagner BB, Khalvati F. Beyond hand-crafted features for pretherapeutic molecular status identification of pediatric low-grade gliomas. Sci Rep 2024; 14:19102. [PMID: 39154039 PMCID: PMC11330469 DOI: 10.1038/s41598-024-69870-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 08/09/2024] [Indexed: 08/19/2024] Open
Abstract
The use of targeted agents in the treatment of pediatric low-grade gliomas (pLGGs) relies on the determination of molecular status. It has been shown that genetic alterations in pLGG can be identified non-invasively using MRI-based radiomic features or convolutional neural networks (CNNs). We aimed to build and assess a combined radiomics and CNN non-invasive pLGG molecular status identification model. This retrospective study used the tumor regions, manually segmented from T2-FLAIR MR images, of 336 patients treated for pLGG between 1999 and 2018. We designed a CNN and Random Forest radiomics model, along with a model relying on a combination of CNN and radiomic features, to predict the genetic status of pLGG. Additionally, we investigated whether CNNs could predict radiomic feature values from MR images. The combined model (mean AUC: 0.824) outperformed the radiomics model (0.802) and CNN (0.764). The differences in model performance were statistically significant (p-values < 0.05). The CNN was able to learn predictive radiomic features such as surface-to-volume ratio (average correlation: 0.864), and difference matrix dependence non-uniformity normalized (0.924) well but was unable to learn others such as run-length matrix variance (- 0.017) and non-uniformity normalized (- 0.042). Our results show that a model relying on both CNN and radiomic-based features performs better than either approach separately in differentiating the genetic status of pLGGs, and that CNNs are unable to express all handcrafted features.
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Affiliation(s)
- Kareem Kudus
- Neurosciences & Mental Health Research Program, The Hospital for Sick Children, Toronto, Canada
- Institute of Medical Science, University of Toronto, Toronto, Canada
| | - Matthias W Wagner
- Department of Diagnostic & Interventional Radiology, The Hospital for Sick Children, Toronto, Canada
- Department of Diagnostic and Interventional Neuroradiology, University Hospital Augsburg, Augsburg, Germany
| | - Khashayar Namdar
- Neurosciences & Mental Health Research Program, The Hospital for Sick Children, Toronto, Canada
- Institute of Medical Science, University of Toronto, Toronto, Canada
| | - Julie Bennett
- Division of Hematology and Oncology, The Hospital for Sick Children, Toronto, Canada
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Canada
- Department of Pediatrics, University of Toronto, Toronto, Canada
| | - Liana Nobre
- Department of Paediatrics, University of Alberta, Edmonton, Canada
- Division of Immunology, Hematology/Oncology and Palliative Care, Stollery Children's Hospital, Edmonton, Canada
| | - Uri Tabori
- Division of Hematology and Oncology, The Hospital for Sick Children, Toronto, Canada
| | - Cynthia Hawkins
- Paediatric Laboratory Medicine, Division of Pathology, The Hospital for Sick Children, Toronto, Canada
| | - Birgit Betina Ertl-Wagner
- Neurosciences & Mental Health Research Program, The Hospital for Sick Children, Toronto, Canada
- Institute of Medical Science, University of Toronto, Toronto, Canada
- Department of Diagnostic & Interventional Radiology, The Hospital for Sick Children, Toronto, Canada
- Department of Medical Imaging, University of Toronto, Toronto, Canada
| | - Farzad Khalvati
- Neurosciences & Mental Health Research Program, The Hospital for Sick Children, Toronto, Canada.
- Institute of Medical Science, University of Toronto, Toronto, Canada.
- Department of Diagnostic & Interventional Radiology, The Hospital for Sick Children, Toronto, Canada.
- Department of Medical Imaging, University of Toronto, Toronto, Canada.
- Department of Computer Science, University of Toronto, Toronto, Canada.
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Canada.
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Gorodezki D, Schuhmann MU, Ebinger M, Schittenhelm J. Dissecting the Natural Patterns of Progression and Senescence in Pediatric Low-Grade Glioma: From Cellular Mechanisms to Clinical Implications. Cells 2024; 13:1215. [PMID: 39056798 PMCID: PMC11274692 DOI: 10.3390/cells13141215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 07/17/2024] [Accepted: 07/18/2024] [Indexed: 07/28/2024] Open
Abstract
Pediatric low-grade gliomas (PLGGs) comprise a heterogeneous set of low-grade glial and glioneuronal tumors, collectively representing the most frequent CNS tumors of childhood and adolescence. Despite excellent overall survival rates, the chronic nature of the disease bears a high risk of long-term disease- and therapy-related morbidity in affected patients. Recent in-depth molecular profiling and studies of the genetic landscape of PLGGs led to the discovery of the paramount role of frequent upregulation of RAS/MAPK and mTOR signaling in tumorigenesis and progression of these tumors. Beyond, the subsequent unveiling of RAS/MAPK-driven oncogene-induced senescence in these tumors may shape the understanding of the molecular mechanisms determining the versatile progression patterns of PLGGs, potentially providing a promising target for novel therapies. Recent in vitro and in vivo studies moreover indicate a strong dependence of PLGG formation and growth on the tumor microenvironment. In this work, we provide an overview of the current understanding of the multilayered cellular mechanisms and clinical factors determining the natural progression patterns and the characteristic biological behavior of these tumors, aiming to provide a foundation for advanced stratification for the management of these tumors within a multimodal treatment approach.
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Affiliation(s)
- David Gorodezki
- Department of Hematology and Oncology, University Children’s Hospital Tübingen, 72076 Tübingen, Germany;
| | - Martin U. Schuhmann
- Section of Pediatric Neurosurgery, Department of Neurosurgery, University Hospital Tübingen, 72076 Tübingen, Germany
| | - Martin Ebinger
- Department of Hematology and Oncology, University Children’s Hospital Tübingen, 72076 Tübingen, Germany;
| | - Jens Schittenhelm
- Department of Neuropathology, Institute of Pathology, University Hospital Tübingen, 72076 Tübingen, Germany
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Canella A, Nazzaro M, Artomov M, Rao Venkata LP, Thomas D, Lyberger J, Ukhatov A, Xing YL, Miller K, Behbehani G, Amankulor NM, Petritsch CK, Rajappa P. BRAF V600E in a preclinical model of pleomorphic Xanthoastrocytoma: Analysis of the tumor microenvironment and immune cell infiltration dynamics in vivo. MOLECULAR THERAPY. ONCOLOGY 2024; 32:200808. [PMID: 38784952 PMCID: PMC11112369 DOI: 10.1016/j.omton.2024.200808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 04/22/2024] [Indexed: 05/25/2024]
Abstract
Low-grade glioma (LGG) is the most common brain tumor affecting pediatric patients (pLGG) and BRAF mutations constitute the most frequent genetic alterations. Within the spectrum of pLGGs, approximately 70%-80% of pediatric patients diagnosed with transforming pleomorphic xanthoastrocytoma (PXA) harbor the BRAF V600E mutation. However, the impact of glioma BRAF V600E cell regulation of tumor-infiltrating immune cells and their contribution to tumor progression remains unclear. Moreover, the efficacy of BRAF inhibitors in treating pLGGs is limited compared with their impact on BRAF-mutated melanoma. Here we report a novel immunocompetent RCAS-BRAF V600E murine glioma model. Pathological assessment indicates this model seems to be consistent with diffuse gliomas and morphological features of PXA. Our investigations revealed distinct immune cell signatures associated with increased trafficking and activation within the tumor microenvironment (TME). Intriguingly, immune system activation within the TME also generated a pronounced inflammatory response associated with dysfunctional CD8+ T cells, increased presence of immunosuppressive myeloid cells and regulatory T cells. Further, our data suggests tumor-induced inflammatory processes, such as cytokine storm. These findings suggest a complex interplay between tumor progression and the robust inflammatory response within the TME in preclinical BRAF V600E LGGs, which may significantly influence animal survival.
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Affiliation(s)
- Alessandro Canella
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, USA
| | - Matthew Nazzaro
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, USA
| | - Mykyta Artomov
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, USA
- Department of Pediatrics, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | | | - Diana Thomas
- Department of Pathology and Laboratory Medicine, Nationwide Children’s Hospital, Columbus, OH, USA
| | - Justin Lyberger
- Department of Medicine, Division of Hematology, The Ohio State University Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Aleksandr Ukhatov
- Department of Electrical Engineering. Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Yao Lulu Xing
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Katherine Miller
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, USA
| | - Gregory Behbehani
- Department of Medicine, Division of Hematology, The Ohio State University Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
- Pelotonia Institute for Immuno-Oncology, The Ohio State University, Columbus, OH, USA
| | - Nduka M. Amankulor
- Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Prajwal Rajappa
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, USA
- Department of Pediatrics, The Ohio State University Wexner Medical Center, Columbus, OH, USA
- Department of Neurological Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
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10
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Soldatelli MD, Namdar K, Tabori U, Hawkins C, Yeom K, Khalvati F, Ertl-Wagner BB, Wagner MW. Identification of Multiclass Pediatric Low-Grade Neuroepithelial Tumor Molecular Subtype with ADC MR Imaging and Machine Learning. AJNR Am J Neuroradiol 2024; 45:753-760. [PMID: 38604736 PMCID: PMC11288584 DOI: 10.3174/ajnr.a8199] [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: 11/10/2023] [Accepted: 01/16/2024] [Indexed: 04/13/2024]
Abstract
BACKGROUND AND PURPOSE Molecular biomarker identification increasingly influences the treatment planning of pediatric low-grade neuroepithelial tumors (PLGNTs). We aimed to develop and validate a radiomics-based ADC signature predictive of the molecular status of PLGNTs. MATERIALS AND METHODS In this retrospective bi-institutional study, we searched the PACS for baseline brain MRIs from children with PLGNTs. Semiautomated tumor segmentation on ADC maps was performed using the semiautomated level tracing effect tool with 3D Slicer. Clinical variables, including age, sex, and tumor location, were collected from chart review. The molecular status of tumors was derived from biopsy. Multiclass random forests were used to predict the molecular status and fine-tuned using a grid search on the validation sets. Models were evaluated using independent and unseen test sets based on the combined data, and the area under the receiver operating characteristic curve (AUC) was calculated for the prediction of 3 classes: KIAA1549-BRAF fusion, BRAF V600E mutation, and non-BRAF cohorts. Experiments were repeated 100 times using different random data splits and model initializations to ensure reproducible results. RESULTS Two hundred ninety-nine children from the first institution and 23 children from the second institution were included (53.6% male; mean, age 8.01 years; 51.8% supratentorial; 52.2% with KIAA1549-BRAF fusion). For the 3-class prediction using radiomics features only, the average test AUC was 0.74 (95% CI, 0.73-0.75), and using clinical features only, the average test AUC was 0.67 (95% CI, 0.66-0.68). The combination of both radiomics and clinical features improved the AUC to 0.77 (95% CI, 0.75-0.77). The diagnostic performance of the per-class test AUC was higher in identifying KIAA1549-BRAF fusion tumors among the other subgroups (AUC = 0.81 for the combined radiomics and clinical features versus 0.75 and 0.74 for BRAF V600E mutation and non-BRAF, respectively). CONCLUSIONS ADC values of tumor segmentations have differentiative signals that can be used for training machine learning classifiers for molecular biomarker identification of PLGNTs. ADC-based pretherapeutic differentiation of the BRAF status of PLGNTs has the potential to avoid invasive tumor biopsy and enable earlier initiation of targeted therapy.
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Affiliation(s)
- Matheus D Soldatelli
- From the Department Diagnostic Imaging (M.D.S., B.B.E.-W., M.W.W.), Division of Neuroradiology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Medical Imaging (M.D.S., K.N., F.K., B.B.E.-W., M.W.W.), University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science (M.D.S., K.N., U.T., F.K., B.B.E.-W.), University of Toronto, Toronto, Ontario, Canada
| | - Khashayar Namdar
- Department of Medical Imaging (M.D.S., K.N., F.K., B.B.E.-W., M.W.W.), University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science (M.D.S., K.N., U.T., F.K., B.B.E.-W.), University of Toronto, Toronto, Ontario, Canada
- Vector Institute (K.N., F.K.), Toronto, Ontario, Canada
| | - Uri Tabori
- Institute of Medical Science (M.D.S., K.N., U.T., F.K., B.B.E.-W.), University of Toronto, Toronto, Ontario, Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre (U.T., C.H.), The Hospital for Sick Children, Toronto, Ontario, Canada
- Program in Genetics and Genome Biology (U.T.) The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Cynthia Hawkins
- The Arthur and Sonia Labatt Brain Tumour Research Centre (U.T., C.H.), The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Laboratory Medicine and Pathobiology (C.H.), University of Toronto, Toronto, Ontario, Canada
- Division of Pathology (C.H.), The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Kristen Yeom
- Department of Radiology (K.Y.), Lucile Packard Children's Hospital, Stanford University School of Medicine, Stanford, California
| | - Farzad Khalvati
- Department of Medical Imaging (M.D.S., K.N., F.K., B.B.E.-W., M.W.W.), University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science (M.D.S., K.N., U.T., F.K., B.B.E.-W.), University of Toronto, Toronto, Ontario, Canada
- Vector Institute (K.N., F.K.), Toronto, Ontario, Canada
- Department of Computer Science (F.K.), University of Toronto, Toronto, Ontario, Canada
| | - Birgit B Ertl-Wagner
- From the Department Diagnostic Imaging (M.D.S., B.B.E.-W., M.W.W.), Division of Neuroradiology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Medical Imaging (M.D.S., K.N., F.K., B.B.E.-W., M.W.W.), University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science (M.D.S., K.N., U.T., F.K., B.B.E.-W.), University of Toronto, Toronto, Ontario, Canada
| | - Matthias W Wagner
- From the Department Diagnostic Imaging (M.D.S., B.B.E.-W., M.W.W.), Division of Neuroradiology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Medical Imaging (M.D.S., K.N., F.K., B.B.E.-W., M.W.W.), University of Toronto, Toronto, Ontario, Canada
- Department of Diagnostic and Interventional Neuroradiology (M.W.W.), University Hospital Augsburg, Augsburg, Germany
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11
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Khoury JVE, Wehbe S, Attieh F, Boutros M, Kesrouani C, Kourie HR. A critical review of RAF inhibitors in BRAF-mutated glioma treatment. Pharmacogenomics 2024; 25:343-355. [PMID: 38884947 PMCID: PMC11404696 DOI: 10.1080/14622416.2024.2355859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Accepted: 05/13/2024] [Indexed: 06/18/2024] Open
Abstract
BRAF gliomas have garnered significant attention in research due to the lack of effective treatments and their notable incidence, constituting 3% of all gliomas. This underlines the importance of investigating this area and the impact that targeted therapies could hold. This review discusses the development of targeted therapies for these tumors, examining the effectiveness of first-generation BRAF inhibitors such as Vemurafenib, Dabrafenib and Encorafenib, while addressing the challenges posed by paradoxical ERK activation. The advent of pan-RAF inhibitors, notably Tovorafenib, offers a promising advance, demonstrating enhanced efficacy and better penetration of the blood-brain barrier, without the issue of paradoxical activation. Nevertheless, continued research is essential to refine therapeutic strategies for BRAF-mutated gliomas, given the evolving nature of targeted therapy development.
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Affiliation(s)
| | - Sophie Wehbe
- Université Saint-Joseph de Beyrouth, Beyrouth, 11-5076, Lebanon
| | - Fouad Attieh
- Université Saint-Joseph de Beyrouth, Beyrouth, 11-5076, Lebanon
| | - Marc Boutros
- Université Saint-Joseph de Beyrouth, Beyrouth, 11-5076, Lebanon
| | - Carole Kesrouani
- Department of Pathology, Université Saint-Joseph de Beyrouth, Beyrouth, 11-5076, Lebanon
| | - Hampig Raphaël Kourie
- Department of Hematology-Oncology, Université Saint-Joseph de Beyrouth, Beyrouth, 11-5076, Lebanon
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12
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Fangusaro J, Avery RA, Fisher MJ, Packer RJ, Walsh KS, Schouten-van Meeteren A, Karres D, Bradford D, Bhatnagar V, Singh H, Kluetz PG, Donoghue M, Duke ES. Considering Functional Outcomes as Efficacy Endpoints in Pediatric Low-Grade Glioma Clinical Trials: An FDA Educational Symposium. Clin Cancer Res 2024; 30:2303-2308. [PMID: 38358393 PMCID: PMC11147731 DOI: 10.1158/1078-0432.ccr-23-3386] [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: 11/03/2023] [Revised: 12/22/2023] [Accepted: 02/13/2024] [Indexed: 02/16/2024]
Abstract
In October 2022, the FDA Oncology Center of Excellence hosted an educational symposium entitled, "Considering Functional Outcomes as Efficacy Endpoints in Pediatric Low-Grade Glioma (pLGG) Clinical Trials." The symposium brought together patient advocates, regulators from the FDA and the European Medicines Agency (EMA), and an international group of academic thought leaders in the field of pediatric neuro-oncology to discuss the potential role of functional outcomes, including visual acuity, motor function, and neurocognitive performance, as endpoints in clinical trials enrolling patients with pLGG. The panel discussed challenges and opportunities regarding the selection, implementation, and evaluation of clinical outcome assessments in these functional domains and outlined key considerations for their inclusion in future clinical trial design and role in new drug development.
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Affiliation(s)
- Jason Fangusaro
- Children's Hospital of Atlanta, Emory University and the Aflac Cancer Center, Atlanta, Georgia
| | - Robert A Avery
- The Children's Hospital of Philadelphia and the University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Michael J Fisher
- The Children's Hospital of Philadelphia and the University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Roger J Packer
- Center for Neuroscience and Behavioral Medicine and Brain Tumor Institute, Children's National Hospital, and The George Washington University School of Medicine, Washington, DC
| | - Karin S Walsh
- Center for Neuroscience and Behavioral Medicine and Brain Tumor Institute, Children's National Hospital, and The George Washington University School of Medicine, Washington, DC
| | | | - Dominik Karres
- Pediatric Medicines Office, Scientific Evidence Generation Department, Human Medicines Division, European Medicines Agency (EMA), Amsterdam, the Netherlands
| | - Diana Bradford
- Center for Drug Evaluation and Research, Office of New Drugs, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Vishal Bhatnagar
- Center for Drug Evaluation and Research, Office of New Drugs, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Harpreet Singh
- Center for Drug Evaluation and Research, Office of New Drugs, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Paul G Kluetz
- Center for Drug Evaluation and Research, Office of New Drugs, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Martha Donoghue
- Center for Drug Evaluation and Research, Office of New Drugs, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Elizabeth S Duke
- Center for Drug Evaluation and Research, Office of New Drugs, U.S. Food and Drug Administration, Silver Spring, Maryland
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13
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Kocher D, Cao L, Guiho R, Langhammer M, Lai YL, Becker P, Hamdi H, Friedel D, Selt F, Vonhören D, Zaman J, Valinciute G, Herter S, Picard D, Rettenmeier J, Maass KK, Pajtler KW, Remke M, von Deimling A, Pusch S, Pfister SM, Oehme I, Jones DTW, Halbach S, Brummer T, Martinez-Barbera JP, Witt O, Milde T, Sigaud R. Rebound growth of BRAF mutant pediatric glioma cells after MAPKi withdrawal is associated with MAPK reactivation and secretion of microglia-recruiting cytokines. J Neurooncol 2024; 168:317-332. [PMID: 38630384 PMCID: PMC11147834 DOI: 10.1007/s11060-024-04672-9] [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: 02/27/2024] [Accepted: 03/28/2024] [Indexed: 06/04/2024]
Abstract
INTRODUCTION Patients with pediatric low-grade gliomas (pLGGs), the most common primary brain tumors in children, can often benefit from MAPK inhibitor (MAPKi) treatment. However, rapid tumor regrowth, also referred to as rebound growth, may occur once treatment is stopped, constituting a significant clinical challenge. METHODS Four patient-derived pediatric glioma models were investigated to model rebound growth in vitro based on viable cell counts in response to MAPKi treatment and withdrawal. A multi-omics dataset (RNA sequencing and LC-MS/MS based phospho-/proteomics) was generated to investigate possible rebound-driving mechanisms. Following in vitro validation, putative rebound-driving mechanisms were validated in vivo using the BT-40 orthotopic xenograft model. RESULTS Of the tested models, only a BRAFV600E-driven model (BT-40, with additional CDKN2A/Bdel) showed rebound growth upon MAPKi withdrawal. Using this model, we identified a rapid reactivation of the MAPK pathway upon MAPKi withdrawal in vitro, also confirmed in vivo. Furthermore, transient overactivation of key MAPK molecules at transcriptional (e.g. FOS) and phosphorylation (e.g. pMEK) levels, was observed in vitro. Additionally, we detected increased expression and secretion of cytokines (CCL2, CX3CL1, CXCL10 and CCL7) upon MAPKi treatment, maintained during early withdrawal. While increased cytokine expression did not have tumor cell intrinsic effects, presence of these cytokines in conditioned media led to increased attraction of microglia cells in vitro. CONCLUSION Taken together, these data indicate rapid MAPK reactivation upon MAPKi withdrawal as a tumor cell intrinsic rebound-driving mechanism. Furthermore, increased secretion of microglia-recruiting cytokines may play a role in treatment response and rebound growth upon withdrawal, warranting further evaluation.
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Affiliation(s)
- Daniela Kocher
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center (DKFZ) Heidelberg, Clinical Cooperation Unit Pediatric Oncology, Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Lei Cao
- Developmental Biology and Cancer Programme, Birth Defects Research Centre, Great Ormond Street Institute of Child Health, University College London, 30 Guilford Street, WC1N 1EH, London, UK
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Romain Guiho
- Developmental Biology and Cancer Programme, Birth Defects Research Centre, Great Ormond Street Institute of Child Health, University College London, 30 Guilford Street, WC1N 1EH, London, UK
- Nantes Université, Oniris, INSERM, Regenerative Medicine and Skeleton, RMeS, UMR 1229, F-44000 Nantes, France
| | - Melanie Langhammer
- Institute of Molecular Medicine and Cell Research (IMMZ), Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Yun-Lu Lai
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center (DKFZ) Heidelberg, Clinical Cooperation Unit Pediatric Oncology, Heidelberg, Germany
| | - Pauline Becker
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center (DKFZ) Heidelberg, Clinical Cooperation Unit Pediatric Oncology, Heidelberg, Germany
- Faculty of Medicine, Heidelberg University, Heidelberg, Germany
| | - Hiba Hamdi
- Developmental Biology and Cancer Programme, Birth Defects Research Centre, Great Ormond Street Institute of Child Health, University College London, 30 Guilford Street, WC1N 1EH, London, UK
| | - Dennis Friedel
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
- Department of Neuropathology, Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center (DKFZ), Clinical Cooperation Unit Neuropathology, Heidelberg, Germany
| | - Florian Selt
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center (DKFZ) Heidelberg, Clinical Cooperation Unit Pediatric Oncology, Heidelberg, Germany
- KiTZ Clinical Trial Unit (ZIPO), Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - David Vonhören
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
- Department of Neuropathology, Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center (DKFZ), Clinical Cooperation Unit Neuropathology, Heidelberg, Germany
| | - Julia Zaman
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
- Department of Neuropathology, Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center (DKFZ), Clinical Cooperation Unit Neuropathology, Heidelberg, Germany
| | - Gintvile Valinciute
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center (DKFZ) Heidelberg, Clinical Cooperation Unit Pediatric Oncology, Heidelberg, Germany
| | - Sonja Herter
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center (DKFZ) Heidelberg, Clinical Cooperation Unit Pediatric Oncology, Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Daniel Picard
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
- German Cancer Consortium (DKTK), Partner site Essen/Düsseldorf, Düsseldorf, Germany
- Institute of Neuropathology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
| | - Johanna Rettenmeier
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
- Faculty of Medicine, Heidelberg University, Heidelberg, Germany
- German Cancer Research Center (DKFZ), Division of Pediatric Neurooncology, Heidelberg, Germany
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
| | - Kendra K Maass
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center (DKFZ), Division of Pediatric Neurooncology, Heidelberg, Germany
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
| | - Kristian W Pajtler
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
- KiTZ Clinical Trial Unit (ZIPO), Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center (DKFZ), Division of Pediatric Neurooncology, Heidelberg, Germany
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
| | - Marc Remke
- Pediatric Hematology and Oncology, University Children's Hospital, Saarland University, Homburg, Germany
| | - Andreas von Deimling
- Department of Neuropathology, Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center (DKFZ), Clinical Cooperation Unit Neuropathology, Heidelberg, Germany
| | - Stefan Pusch
- Department of Neuropathology, Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center (DKFZ), Clinical Cooperation Unit Neuropathology, Heidelberg, Germany
| | - Stefan M Pfister
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
- KiTZ Clinical Trial Unit (ZIPO), Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center (DKFZ), Division of Pediatric Neurooncology, Heidelberg, Germany
| | - Ina Oehme
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center (DKFZ) Heidelberg, Clinical Cooperation Unit Pediatric Oncology, Heidelberg, Germany
| | - David T W Jones
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center (DKFZ) Heidelberg, Division of Pediatric Glioma Research, Heidelberg, Germany
| | - Sebastian Halbach
- Institute of Molecular Medicine and Cell Research (IMMZ), Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Consortium for Translational Cancer Research (DKTK), Freiburg, Germany, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Tilman Brummer
- Institute of Molecular Medicine and Cell Research (IMMZ), Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Consortium for Translational Cancer Research (DKTK), Freiburg, Germany, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Centre for Biological Signaling Studies BIOSS, University of Freiburg, Freiburg, Germany
| | - Juan Pedro Martinez-Barbera
- Developmental Biology and Cancer Programme, Birth Defects Research Centre, Great Ormond Street Institute of Child Health, University College London, 30 Guilford Street, WC1N 1EH, London, UK
| | - Olaf Witt
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center (DKFZ) Heidelberg, Clinical Cooperation Unit Pediatric Oncology, Heidelberg, Germany
- KiTZ Clinical Trial Unit (ZIPO), Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Till Milde
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.
- National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany.
- German Cancer Research Center (DKFZ) Heidelberg, Clinical Cooperation Unit Pediatric Oncology, Heidelberg, Germany.
- KiTZ Clinical Trial Unit (ZIPO), Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany.
| | - Romain Sigaud
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.
- National Center for Tumor Diseases (NCT), NCT Heidelberg, a partnership between DKFZ and Heidelberg University Hospital, Heidelberg, Germany.
- German Cancer Research Center (DKFZ) Heidelberg, Clinical Cooperation Unit Pediatric Oncology, Heidelberg, Germany.
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14
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Mahajan A, Stavinoha PL, Rongthong W, Brodin NP, McGovern SL, El Naqa I, Palmer JD, Vennarini S, Indelicato DJ, Aridgides P, Bowers DC, Kremer L, Ronckers C, Constine L, Avanzo M. Neurocognitive Effects and Necrosis in Childhood Cancer Survivors Treated With Radiation Therapy: A PENTEC Comprehensive Review. Int J Radiat Oncol Biol Phys 2024; 119:401-416. [PMID: 33810950 DOI: 10.1016/j.ijrobp.2020.11.073] [Citation(s) in RCA: 28] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Revised: 11/08/2020] [Accepted: 11/12/2020] [Indexed: 12/12/2022]
Abstract
PURPOSE A PENTEC review of childhood cancer survivors who received brain radiation therapy (RT) was performed to develop models that aid in developing dose constraints for RT-associated central nervous system (CNS) morbidities. METHODS AND MATERIALS A comprehensive literature search, through the PENTEC initiative, was performed to identify published data pertaining to 6 specific CNS toxicities in children treated with brain RT. Treatment and outcome data on survivors were extracted and used to generate normal tissue complication probability (NTCP) models. RESULTS The search identified investigations pertaining to 2 of the 6 predefined CNS outcomes: neurocognition and brain necrosis. For neurocognition, models for 2 post-RT outcomes were developed to (1) calculate the risk for a below-average intelligence quotient (IQ) (IQ <85) and (2) estimate the expected IQ value. The models suggest that there is a 5% risk of a subsequent IQ <85 when 10%, 20%, 50%, or 100% of the brain is irradiated to 35.7, 29.1, 22.2, or 18.1 Gy, respectively (all at 2 Gy/fraction and without methotrexate). Methotrexate (MTX) increased the risk for an IQ <85 similar to a generalized uniform brain dose of 5.9 Gy. The model for predicting expected IQ also includes the effect of dose, age, and MTX. Each of these factors has an independent, but probably cumulative effect on IQ. The necrosis model estimates a 5% risk of necrosis for children after 59.8 Gy or 63.6 Gy (2 Gy/fraction) to any part of the brain if delivered as primary RT or reirradiation, respectively. CONCLUSIONS This PENTEC comprehensive review establishes objective relationships between patient age, RT dose, RT volume, and MTX to subsequent risks of neurocognitive injury and necrosis. A lack of consistent RT data and outcome reporting in the published literature hindered investigation of the other predefined CNS morbidity endpoints.
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Affiliation(s)
- Anita Mahajan
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota.
| | - Peter L Stavinoha
- Division of Pediatrics, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Warissara Rongthong
- Division of Radiation Oncology, Department of Radiology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - N Patrik Brodin
- Department of Radiation Oncology, Montefiore Medical Center and Albert Einstein College of Medicine, Bronx, New York
| | - Susan L McGovern
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Issam El Naqa
- Department of Radiation Oncology, University of Michigan, Ann Arbor, Michigan
| | - Joshua D Palmer
- Department of Radiation Oncology, James Cancer Hospital at Ohio State University, Nationwide Children's Hospital, Columbus, Ohio
| | - Sabina Vennarini
- Proton Therapy Center, Azienda Provinciale per I Servizi Sanitari, Trento, Italy
| | - Daniel J Indelicato
- Department of Radiation Oncology, University of Florida, Gainesville, Florida
| | - Paul Aridgides
- Department of Radiation Oncology, SUNY Upstate Medical University, Syracuse, New York
| | - Daniel C Bowers
- Division of Pediatric Hematology and Oncology, University of Texas Southwestern Medical School, Dallas, Texas
| | - Leontien Kremer
- Department of Pediatrics, UMC Amsterdam, Location AMC, Amsterdam, the Netherlands; Department of Pediatric Oncology, Princess Máxima Center for Paediatric Oncology, Utrecht, the Netherlands
| | - Cecile Ronckers
- Department of Pediatrics, UMC Amsterdam, Location AMC, Amsterdam, the Netherlands; Department of Pediatric Oncology, Princess Máxima Center for Paediatric Oncology, Utrecht, the Netherlands; Institute of Biostatistics and Registry Research, Medical University Brandenburg-Theodor Fontane, Neuruppin, Germany
| | - Louis Constine
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, New York
| | - Michele Avanzo
- Medical Physics Department, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
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15
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Gan HW, Cerbone M, Dattani MT. Appetite- and Weight-Regulating Neuroendocrine Circuitry in Hypothalamic Obesity. Endocr Rev 2024; 45:309-342. [PMID: 38019584 PMCID: PMC11074800 DOI: 10.1210/endrev/bnad033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Revised: 10/25/2023] [Accepted: 11/27/2023] [Indexed: 11/30/2023]
Abstract
Since hypothalamic obesity (HyOb) was first described over 120 years ago by Joseph Babinski and Alfred Fröhlich, advances in molecular genetic laboratory techniques have allowed us to elucidate various components of the intricate neurocircuitry governing appetite and weight regulation connecting the hypothalamus, pituitary gland, brainstem, adipose tissue, pancreas, and gastrointestinal tract. On a background of an increasing prevalence of population-level common obesity, the number of survivors of congenital (eg, septo-optic dysplasia, Prader-Willi syndrome) and acquired (eg, central nervous system tumors) hypothalamic disorders is increasing, thanks to earlier diagnosis and management as well as better oncological therapies. Although to date the discovery of several appetite-regulating peptides has led to the development of a range of targeted molecular therapies for monogenic obesity syndromes, outside of these disorders these discoveries have not translated into the development of efficacious treatments for other forms of HyOb. This review aims to summarize our current understanding of the neuroendocrine physiology of appetite and weight regulation, and explore our current understanding of the pathophysiology of HyOb.
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Affiliation(s)
- Hoong-Wei Gan
- Department of Endocrinology, Great Ormond Street Hospital for Children NHS Foundation Trust, Great Ormond Street, London WC1N 3JH, UK
- Genetics & Genomic Medicine Research & Teaching Department, University College London Great Ormond Street Institute for Child Health, 30 Guilford Street, London WC1N 1EH, UK
| | - Manuela Cerbone
- Department of Endocrinology, Great Ormond Street Hospital for Children NHS Foundation Trust, Great Ormond Street, London WC1N 3JH, UK
- Genetics & Genomic Medicine Research & Teaching Department, University College London Great Ormond Street Institute for Child Health, 30 Guilford Street, London WC1N 1EH, UK
| | - Mehul Tulsidas Dattani
- Department of Endocrinology, Great Ormond Street Hospital for Children NHS Foundation Trust, Great Ormond Street, London WC1N 3JH, UK
- Genetics & Genomic Medicine Research & Teaching Department, University College London Great Ormond Street Institute for Child Health, 30 Guilford Street, London WC1N 1EH, UK
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Lucke-Wold B, Rangwala BS, Shafique MA, Siddiq MA, Mustafa MS, Danish F, Nasrullah RMU, Zainab N, Haseeb A. Focus on current and emerging treatment options for glioma: A comprehensive review. World J Clin Oncol 2024; 15:482-495. [PMID: 38689623 PMCID: PMC11056857 DOI: 10.5306/wjco.v15.i4.482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 01/22/2024] [Accepted: 02/28/2024] [Indexed: 04/22/2024] Open
Abstract
This comprehensive review delves into the current updates and challenges associated with the management of low-grade gliomas (LGG), the predominant primary tumors in the central nervous system. With a general incidence rate of 5.81 per 100000, gliomas pose a significant global concern, necessitating advancements in treatment techniques to reduce mortality and morbidity. This review places a particular focus on immunotherapies, discussing promising agents such as Zotiraciclib and Lerapolturev. Zotiraciclib, a CDK9 inhibitor, has demonstrated efficacy in glioblastoma treatment in preclinical and clinical studies, showing its potential as a therapeutic breakthrough. Lerapolturev, a viral immunotherapy, induces inflammation in glioblastoma and displays positive outcomes in both adult and pediatric patients. Exploration of immunotherapy extends to Pembrolizumab, Nivolumab, and Entrectinib, revealing the challenges and variabilities in patient responses. Despite promising preclinical data, the monoclonal antibody Depatuxizumab has proven ineffective in glioblastoma treatment, emphasizing the critical need to understand resistance mechanisms. The review also covers the success of radiation therapy in pediatric LGG, with evolving techniques, such as proton therapy, showing potential improvements in patient quality of life. Surgical treatment is discussed in the context of achieving a balance between preserving the patient's quality of life and attaining gross total resection, with the extent of surgical resection significantly influencing the survival outcomes. In addition to advancements in cancer vaccine development, this review highlights the evolving landscape of LGG treatment, emphasizing a shift toward personalized and targeted therapies. Ongoing research is essential for refining strategies and enhancing outcomes in the management of LGG.
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Affiliation(s)
- Brandon Lucke-Wold
- Department of Neurosurgery, University of Florida, Gainesville, FL 32608, United States
| | | | | | - Mohammad Arham Siddiq
- Department of Neurosurgery, Jinnah Sindh Medical University, Karachi 75510, Pakistan
| | | | - Fnu Danish
- Department of Neurosurgery, Jinnah Sindh Medical University, Karachi 75510, Pakistan
| | | | - Noor Zainab
- Department of Neurosurgery, Army Medical College, Rawalpindi 46000, Pakistan
| | - Abdul Haseeb
- Department of Neurosurgery, Jinnah Sindh Medical University, Karachi 75510, Pakistan
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17
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Stepien N, Mayr L, Schmook MT, Raimann A, Dorfer C, Peyrl A, Azizi AA, Schramm K, Haberler C, Gojo J. Feasibility and antitumour activity of the FGFR inhibitor erdafitnib in three paediatric CNS tumour patients. Pediatr Blood Cancer 2024; 71:e30836. [PMID: 38177074 DOI: 10.1002/pbc.30836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 12/07/2023] [Accepted: 12/18/2023] [Indexed: 01/06/2024]
Abstract
Alterations of the fibroblast growth factor (FGF) signalling pathway are increasingly recognized as frequent oncogenic drivers of paediatric brain tumours. We report on three patients treated with the selective FGFR1-4 inhibitor erdafitinib. Two patients were diagnosed with a posterior fossa ependymoma group A (PFA EPN) and one with a low-grade glioma (LGG), harbouring FGFR3/FGFR1 overexpression and an FGFR1 internal tandem duplication (ITD), respectively. While both EPN patients did not respond to erdafitinib treatment, the FGFR1-ITD-harbouring tumour showed a significant decrease in tumour volume and contrast enhancement throughout treatment. The tumour remained stable 6 months after treatment discontinuation.
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Affiliation(s)
- Natalia Stepien
- Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Lisa Mayr
- Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Maria T Schmook
- Division of Neuroradiology and Musculoskeletal Radiology, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Adalbert Raimann
- Clinical Division of Pediatric Pulmonology, Allergology and Endocrinology, Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics, Vienna Bone and Growth Center, Medical University of Vienna, Vienna, Austria
| | - Christian Dorfer
- Department of Neurosurgery, Medical University of Vienna, Vienna, Austria
| | - Andreas Peyrl
- Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Amedeo A Azizi
- Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Kathrin Schramm
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Division of Pediatric Glioma Research (B360), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christine Haberler
- Department of Neurology, Division of Neuropathology and Neurochemistry, Medical University of Vienna, Vienna, Austria
| | - Johannes Gojo
- Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
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18
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Papini C, Mirzaei S. S, Xing M, Tonning Olsson I, de Blank PMK, Lange KR, Salloum R, Srivastava D, Leisenring WM, Howell RM, Oeffinger KC, Robison LL, Armstrong GT, Krull KR, Brinkman TM. Evolving therapies, neurocognitive outcomes, and functional independence in adult survivors of childhood glioma. J Natl Cancer Inst 2024; 116:288-298. [PMID: 37688569 PMCID: PMC10852618 DOI: 10.1093/jnci/djad190] [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: 04/25/2023] [Revised: 08/11/2023] [Accepted: 09/05/2023] [Indexed: 09/11/2023] Open
Abstract
BACKGROUND Treatment of childhood glioma has evolved to reduce radiotherapy exposure with the goal of limiting late toxicity. However, the associations between treatment changes and neurocognition, and the contribution of neurocognition and chronic health conditions to attainment of adult independence, remain unknown. METHODS Adult survivors of childhood glioma diagnosed in 1970-1999 in the Childhood Cancer Survivor Study (n = 1284; median [minimum-maximum] 30 [18-51] years of age at assessment; 22 [15-34] years from diagnosis) self-reported neurocognitive impairment and chronic health conditions. Multivariable models evaluated associations between changes in treatment exposures (surgery only, chemotherapy [with or without surgery], cranial radiation [with or without chemotherapy and/or surgery]), and neurocognitive impairment. Latent class analysis with 5 indicators (employment, independent living, assistance with routine and/or personal care needs, driver's license, marital or partner status) identified classes of functional independence. Path analysis tested associations among treatment exposures, neurocognitive impairment, chronic health conditions, and functional independence. Statistical tests were 2-sided. RESULTS Cranial radiation exposure decreased over time (51%, 1970s; 46%, 1980s; 27%, 1990s]. However, compared with siblings, survivors with any treatment exposure were at elevated risk for neurocognitive impairment, including surgery only (eg, memory: relative risk = 2.22; task efficiency: relative risk = 1.88; both P < .001). Three classes of functional independence were identified: independent (58%), moderately independent (20%), and nonindependent (22%). Cranial radiation was associated with nonindependence through impaired task efficiency (β = 0.06), sensorimotor (β = 0.06), and endocrine (β = 0.10) chronic health conditions and through the associations between these conditions and task efficiency (each β = 0.04). Sensorimotor and endocrine chronic health conditions were associated with nonindependence through memory. CONCLUSION Most long-term glioma survivors achieve adult independence. However, functional nonindependence is associated with treatment-related neurocognitive impairment and chronic health conditions.
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Affiliation(s)
- Chiara Papini
- Department of Psychology and Biobehavioral Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Sedigheh Mirzaei S.
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Mengqi Xing
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Ingrid Tonning Olsson
- Department of Pediatrics, Skåne University Hospital, Lund, Sweden
- Department of Clinical Sciences, Pediatrics, Lund University, Lund, Sweden
| | - Peter M K de Blank
- Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, The Cure Starts Now Brain Tumor Center, Cincinnati, OH, USA
| | - Katharine R Lange
- Divison of Pediatric Oncology, Hackensack Meridian Children’s Health, Hackensack, NJ, USA
| | - Ralph Salloum
- Pediatric Brain Tumor Program, Division of Hematology, Oncology & Bone Marrow Transplant, Nationwide Children’s Hospital, Columbus, OH, USA
| | - Deokumar Srivastava
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Wendy M Leisenring
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Rebecca M Howell
- Division of Radiation Oncology, Department of Radiation Physics, The University of Texas at MD Anderson Cancer Center, Houston, TX, USA
| | | | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Kevin R Krull
- Department of Psychology and Biobehavioral Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Tara M Brinkman
- Department of Psychology and Biobehavioral Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
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19
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Haas-Kogan DA, Aboian MS, Minturn JE, Leary SE, Abdelbaki MS, Goldman S, Elster JD, Kraya A, Lueder MR, Ramakrishnan D, von Reppert M, Liu KX, Rokita JL, Resnick AC, Solomon DA, Phillips JJ, Prados M, Molinaro AM, Waszak SM, Mueller S. Everolimus for Children With Recurrent or Progressive Low-Grade Glioma: Results From the Phase II PNOC001 Trial. J Clin Oncol 2024; 42:441-451. [PMID: 37978951 PMCID: PMC10824388 DOI: 10.1200/jco.23.01838] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Revised: 10/09/2023] [Accepted: 10/17/2023] [Indexed: 11/19/2023] Open
Abstract
PURPOSE The PNOC001 phase II single-arm trial sought to estimate progression-free survival (PFS) associated with everolimus therapy for progressive/recurrent pediatric low-grade glioma (pLGG) on the basis of phosphatidylinositol 3-kinase (PI3K)/AKT/mammalian target of rapamycin (mTOR) pathway activation as measured by phosphorylated-ribosomal protein S6 and to identify prognostic and predictive biomarkers. PATIENTS AND METHODS Patients, age 3-21 years, with progressive/recurrent pLGG received everolimus orally, 5 mg/m2 once daily. Frequency of driver gene alterations was compared among independent pLGG cohorts of newly diagnosed and progressive/recurrent patients. PFS at 6 months (primary end point) and median PFS (secondary end point) were estimated for association with everolimus therapy. RESULTS Between 2012 and 2019, 65 subjects with progressive/recurrent pLGG (median age, 9.6 years; range, 3.0-19.9; 46% female) were enrolled, with a median follow-up of 57.5 months. The 6-month PFS was 67.4% (95% CI, 60.0 to 80.0) and median PFS was 11.1 months (95% CI, 7.6 to 19.8). Hypertriglyceridemia was the most common grade ≥3 adverse event. PI3K/AKT/mTOR pathway activation did not correlate with clinical outcomes (6-month PFS, active 68.4% v nonactive 63.3%; median PFS, active 11.2 months v nonactive 11.1 months; P = .80). Rare/novel KIAA1549::BRAF fusion breakpoints were most frequent in supratentorial midline pilocytic astrocytomas, in patients with progressive/recurrent disease, and correlated with poor clinical outcomes (median PFS, rare/novel KIAA1549::BRAF fusion breakpoints 6.1 months v common KIAA1549::BRAF fusion breakpoints 16.7 months; P < .05). Multivariate analysis confirmed their independent risk factor status for disease progression in PNOC001 and other, independent cohorts. Additionally, rare pathogenic germline variants in homologous recombination genes were identified in 6.8% of PNOC001 patients. CONCLUSION Everolimus is a well-tolerated therapy for progressive/recurrent pLGGs. Rare/novel KIAA1549::BRAF fusion breakpoints may define biomarkers for progressive disease and should be assessed in future clinical trials.
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Affiliation(s)
- Daphne A. Haas-Kogan
- Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Mariam S. Aboian
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT
| | - Jane E. Minturn
- Division of Oncology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA
- Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Sarah E.S. Leary
- Cancer and Blood Disorders Center, Seattle Children's Hospital, Seattle, WA
- Department of Pediatrics, University of Washington, Seattle, WA
- Ben Towne Center for Childhood Cancer Research, Seattle Children's Research Institute, Seattle, WA
| | - Mohamed S. Abdelbaki
- Department of Pediatrics, Washington University School of Medicine, St Louis, MO
| | - Stewart Goldman
- Phoenix Children's Hospital, Phoenix, AZ
- University of Arizona College of Medicine, Phoenix, AZ
| | - Jennifer D. Elster
- Division of Hematology Oncology, Department of Pediatrics, Rady Children's Hospital, University of California, San Diego, San Diego, CA
| | - Adam Kraya
- Division of Neurosurgery, Center for Data-Driven Discovery in Biomedicine, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Matthew R. Lueder
- Division of Neurosurgery, Center for Data-Driven Discovery in Biomedicine, Children's Hospital of Philadelphia, Philadelphia, PA
- Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Divya Ramakrishnan
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT
| | - Marc von Reppert
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT
- University of Leipzig, Leipzig, Germany
| | - Kevin X. Liu
- Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Jo Lynne Rokita
- Division of Neurosurgery, Center for Data-Driven Discovery in Biomedicine, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Adam C. Resnick
- Division of Neurosurgery, Center for Data-Driven Discovery in Biomedicine, Children's Hospital of Philadelphia, Philadelphia, PA
| | - David A. Solomon
- Department of Pathology, University of California, San Francisco, San Francisco, CA
| | - Joanna J. Phillips
- Department of Pathology, University of California, San Francisco, San Francisco, CA
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA
| | - Michael Prados
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA
- Department of Pediatrics, University of California, San Francisco, San Francisco, CA
| | - Annette M. Molinaro
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA
| | - Sebastian M. Waszak
- Laboratory of Computational Neuro-Oncology, Swiss Institute for Experimental Cancer Research, School of Life Sciences, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
- Department of Neurology, University of California, San Francisco, San Francisco, CA
- Centre for Molecular Medicine Norway (NCMM), Nordic EMBL Partnership, University of Oslo and Oslo University Hospital, Oslo, Norway
| | - Sabine Mueller
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA
- Department of Pediatrics, University of California, San Francisco, San Francisco, CA
- Department of Neurology, University of California, San Francisco, San Francisco, CA
- Department of Pediatrics, University of Zurich, Zurich, Switzerland
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20
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Tonning Olsson I, Lundgren J, Hjorth L, Munck Af Rosenschöld P, Hammar Å, Perrin S. Neurocognitive development after pediatric brain tumor - a longitudinal, retrospective cohort study. Child Neuropsychol 2024; 30:22-44. [PMID: 36744788 DOI: 10.1080/09297049.2023.2172149] [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: 03/18/2022] [Accepted: 01/18/2023] [Indexed: 02/07/2023]
Abstract
Survivors of Pediatric Brain Tumors (PBTs) treated with cranial radiation therapy (CRT) often experience a decline in neurocognitive test scores. Less is known about the neurocognitive development of non-irradiated survivors of PBTs. The aim of this study was to statistically model neurocognitive development after PBT in both irradiated and non-irradiated survivors and to find clinical variables associated with the rate of decline in neurocognitive scores. A total of 151 survivors were included in the study. Inclusion criteria: Diagnosis of PBT between 2001 and 2013 or earlier diagnosis of PBT and turning 18 years of age between 2006 and 2013. Exclusion criteria: Death within a year from diagnosis, neurocutaneous syndromes, severe intellectual disability. Clinical neurocognitive data were collected retrospectively from medical records. Multilevel linear modeling was used to evaluate the rate of decline in neurocognitive measures and factors associated with the same. A decline was found in most measures for both irradiated and non-irradiated survivors. Ventriculo-peritoneal (VP) shunting and treatment with whole-brain radiation therapy (WBRT) were associated with a faster decline in neurocognitive scores. Male sex and supratentorial lateral tumor were associated with lower scores. Verbal learning measures were either stable or improving. Survivors of PBTs show a pattern of decline in neurocognitive scores irrespective of treatment received, which suggests the need for routine screening for neurocognitive rehabilitation. However, survivors treated with WBRT and/or a VP shunt declined at a faster rate and appear to be at the highest risk of negative neurocognitive outcomes and to have the greatest need for neurocognitive rehabilitation.
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Affiliation(s)
- Ingrid Tonning Olsson
- Department of Psychology, Lund University, Lund, Sweden
- Department of Paediatrics, Skåne University Hospital, Lund, Sweden
- Department of Clinical Sciences, Paediatrics, Lund University, Lund, Sweden
| | - Johan Lundgren
- Department of Paediatrics, Skåne University Hospital, Lund, Sweden
- Department of Clinical Sciences, Paediatrics, Lund University, Lund, Sweden
| | - Lars Hjorth
- Department of Paediatrics, Skåne University Hospital, Lund, Sweden
- Department of Clinical Sciences, Paediatrics, Lund University, Lund, Sweden
| | - Per Munck Af Rosenschöld
- Medical Radiation Physics, Lund University, Lund, Sweden
- Radiation Physics, Dept of Haematology, Oncology and Radiation Physics, Skåne University Hospital, Lund, Sweden
| | - Åsa Hammar
- Department of Psychology, Lund University, Lund, Sweden
- Department of Biological and Medical Psychology, University of Bergen, Bergen, Norway
| | - Sean Perrin
- Department of Psychology, Lund University, Lund, Sweden
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21
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Jayaram MA, Phillips JJ. Role of the Microenvironment in Glioma Pathogenesis. ANNUAL REVIEW OF PATHOLOGY 2024; 19:181-201. [PMID: 37832944 DOI: 10.1146/annurev-pathmechdis-051122-110348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/15/2023]
Abstract
Gliomas are a diverse group of primary central nervous system tumors that affect both children and adults. Recent studies have revealed a dynamic cross talk that occurs between glioma cells and components of their microenvironment, including neurons, astrocytes, immune cells, and the extracellular matrix. This cross talk regulates fundamental aspects of glioma development and growth. In this review, we discuss recent discoveries about the impact of these interactions on gliomas and highlight how tumor cells actively remodel their microenvironment to promote disease. These studies provide a better understanding of the interactions in the microenvironment that are important in gliomas, offer insight into the cross talk that occurs, and identify potential therapeutic vulnerabilities that can be utilized to improve clinical outcomes.
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Affiliation(s)
- Maya Anjali Jayaram
- Department of Neurological Surgery, Brain Tumor Center, University of California, San Francisco, California, USA;
| | - Joanna J Phillips
- Department of Neurological Surgery, Brain Tumor Center, University of California, San Francisco, California, USA;
- Division of Neuropathology, Department of Pathology, University of California, San Francisco, California, USA
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22
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Hardin EC, Schmid S, Sommerkamp A, Bodden C, Heipertz AE, Sievers P, Wittmann A, Milde T, Pfister SM, von Deimling A, Horn S, Herz NA, Simon M, Perera AA, Azizi A, Cruz O, Curry S, Van Damme A, Garami M, Hargrave D, Kattamis A, Kotnik BF, Lähteenmäki P, Scheinemann K, Schouten-van Meeteren AYN, Sehested A, Viscardi E, Wormdal OM, Zapotocky M, Ziegler DS, Koch A, Hernáiz Driever P, Witt O, Capper D, Sahm F, Jones DTW, van Tilburg CM. LOGGIC Core BioClinical Data Bank: Added clinical value of RNA-Seq in an international molecular diagnostic registry for pediatric low-grade glioma patients. Neuro Oncol 2023; 25:2087-2097. [PMID: 37075810 PMCID: PMC10628936 DOI: 10.1093/neuonc/noad078] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Indexed: 04/21/2023] Open
Abstract
BACKGROUND The international, multicenter registry LOGGIC Core BioClinical Data Bank aims to enhance the understanding of tumor biology in pediatric low-grade glioma (pLGG) and provide clinical and molecular data to support treatment decisions and interventional trial participation. Hence, the question arises whether implementation of RNA sequencing (RNA-Seq) using fresh frozen (FrFr) tumor tissue in addition to gene panel and DNA methylation analysis improves diagnostic accuracy and provides additional clinical benefit. METHODS Analysis of patients aged 0 to 21 years, enrolled in Germany between April 2019 and February 2021, and for whom FrFr tissue was available. Central reference histopathology, immunohistochemistry, 850k DNA methylation analysis, gene panel sequencing, and RNA-Seq were performed. RESULTS FrFr tissue was available in 178/379 enrolled cases. RNA-Seq was performed on 125 of these samples. We confirmed KIAA1549::BRAF-fusion (n = 71), BRAF V600E-mutation (n = 12), and alterations in FGFR1 (n = 14) as the most frequent alterations, among other common molecular drivers (n = 12). N = 16 cases (13%) presented rare gene fusions (eg, TPM3::NTRK1, EWSR1::VGLL1, SH3PXD2A::HTRA1, PDGFB::LRP1, GOPC::ROS1). In n = 27 cases (22%), RNA-Seq detected a driver alteration not otherwise identified (22/27 actionable). The rate of driver alteration detection was hereby increased from 75% to 97%. Furthermore, FGFR1 internal tandem duplications (n = 6) were only detected by RNA-Seq using current bioinformatics pipelines, leading to a change in analysis protocols. CONCLUSIONS The addition of RNA-Seq to current diagnostic methods improves diagnostic accuracy, making precision oncology treatments (MEKi/RAFi/ERKi/NTRKi/FGFRi/ROSi) more accessible. We propose to include RNA-Seq as part of routine diagnostics for all pLGG patients, especially when no common pLGG alteration was identified.
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Affiliation(s)
- Emily C Hardin
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK)
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
- Heidelberg Medical Faculty, University of Heidelberg, Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Simone Schmid
- Department of Neuropathology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Alexander Sommerkamp
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Paediatrics and Adolescent Medicine, The University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Carina Bodden
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK)
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Anna-Elisa Heipertz
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK)
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
- Heidelberg Medical Faculty, University of Heidelberg, Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Philipp Sievers
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Andrea Wittmann
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Till Milde
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK)
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Stefan M Pfister
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Andreas von Deimling
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Saint Luc University Hospital, Brussels, Belgium
| | - Svea Horn
- Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, HIT-LOGGIC German Registry for children and adolescents with low-grade glioma, Berlin, Germany
| | - Nina A Herz
- Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, HIT-LOGGIC German Registry for children and adolescents with low-grade glioma, Berlin, Germany
| | - Michèle Simon
- Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, HIT-LOGGIC German Registry for children and adolescents with low-grade glioma, Berlin, Germany
- Department of Pediatric Oncology/Hematology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Ashwyn A Perera
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Heidelberg Medical Faculty, University of Heidelberg, Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Amedeo Azizi
- Division of Neonatology, Pediatric Intensive Care and Neuropediatrics, Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Ofelia Cruz
- Neuro-Oncology Unit, Pediatric Cancer Center, Hospital Sant Joan de Deu, Barcelona, Spain
| | - Sarah Curry
- Department of Haematology and Oncology, Children’s Health Ireland at Crumlin, Dublin, Ireland
| | - An Van Damme
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Saint Luc University Hospital, Brussels, Belgium
| | - Miklos Garami
- 2nd Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Darren Hargrave
- Great Ormond Street Hospital for Children NHS Trust London, London, UK
| | - Antonis Kattamis
- Department of Neuropathology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- First Department of Paediatrics, “Aghia Sophia” Children’s Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Barbara Faganel Kotnik
- Department of Haematology and Oncology, University Children’s Hospital, University Medical Centre Ljubljana (UMC), Ljubljana, Slovenia
| | - Päivi Lähteenmäki
- Turku University and University Hospital, Turku, Finland
- Swedish Childhood Cancer Registry, Karolinska Institutet, Stockholm, Sweden
| | - Katrin Scheinemann
- Division of Pediatric Oncology – Hematology, Department of Pediatrics, Kantonsspital Aarau, Aarau, Switzerland
- Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
- Department of Paediatrics, McMaster Children’s Hospital and McMaster University, Hamilton, Canada
| | | | - Astrid Sehested
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Paediatrics and Adolescent Medicine, The University Hospital Rigshospitalet, Copenhagen, Denmark
| | | | - Ole Mikal Wormdal
- Section of Pediatric Oncology, UNN University Hospital of Northern Norway, Tromsø, Norway
| | - Michal Zapotocky
- Department of Pediatric Hematology and Oncology, Second Faculty of Medicine, University Hospital Motol, Charles University, Prague, Czech Republic
| | - David S Ziegler
- Kids Cancer Centre, Sydney Children’s Hospital, High St, Randwick, NSW, Australia
- Children’s Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, Australia
- School of Clinical Medicine, UNSW Medicine & Health, UNSW Sydney, Sydney, NSW, Australia
| | - Arend Koch
- Department of Neuropathology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- First Department of Paediatrics, “Aghia Sophia” Children’s Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Pablo Hernáiz Driever
- Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, HIT-LOGGIC German Registry for children and adolescents with low-grade glioma, Berlin, Germany
- Department of Pediatric Oncology/Hematology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Olaf Witt
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK)
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - David Capper
- Department of Neuropathology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Felix Sahm
- Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - David T W Jones
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Cornelis M van Tilburg
- Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK)
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
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23
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Messiaen J, Jacobs SA, De Smet F. The tumor micro-environment in pediatric glioma: friend or foe? Front Immunol 2023; 14:1227126. [PMID: 37901250 PMCID: PMC10611473 DOI: 10.3389/fimmu.2023.1227126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 09/27/2023] [Indexed: 10/31/2023] Open
Abstract
Brain tumors are the leading cause of morbidity and mortality related to cancer in children, where high-grade glioma harbor the worst prognosis. It has become obvious that pediatric glioma differs significantly from their adult counterparts, rendering extrapolations difficult. Curative options for several types of glioma are lacking, albeit ongoing research efforts and clinical trials. As already proven in the past, inter- and intratumoral heterogeneity plays an important role in the resistance to therapy and thus implicates morbidity and mortality for these patients. However, while less studied, the tumor micro-environment (TME) adds another level of heterogeneity. Knowledge gaps exist on how the TME interacts with the tumor cells and how the location of the various cell types in the TME influences tumor growth and the response to treatment. Some studies identified the presence of several (immune) cell types as prognostic factors, but often lack a deeper understanding of the underlying mechanisms, possibly leading to contradictory findings. Although the TME in pediatric glioma is regarded as "cold", several treatment options are emerging, with the TME being the primary target of treatment. Therefore, it is crucial to study the TME of pediatric glioma, so that the interactions between TME, tumoral cells and therapeutics can be better understood before, during and after treatment. In this review, we provide an overview of the available insights into the composition and role of the TME across different types of pediatric glioma. Moreover, where possible, we provide a framework on how a particular TME may influence responses to conventional- and/or immunotherapy.
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Affiliation(s)
- Julie Messiaen
- Department of Pediatrics, University Hospitals Leuven, Leuven, Belgium
- Laboratory for Precision Cancer Medicine, Translational Cell and Tissue Research, Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - Sandra A. Jacobs
- Department of Pediatrics, University Hospitals Leuven, Leuven, Belgium
- Pediatric Oncology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Frederik De Smet
- Laboratory for Precision Cancer Medicine, Translational Cell and Tissue Research, Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
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24
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Irshad K, Huang YK, Rodriguez P, Lo J, Aghoghovwia BE, Pan Y, Chang KC. The Neuroimmune Regulation and Potential Therapeutic Strategies of Optic Pathway Glioma. Brain Sci 2023; 13:1424. [PMID: 37891793 PMCID: PMC10605541 DOI: 10.3390/brainsci13101424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 09/28/2023] [Accepted: 10/03/2023] [Indexed: 10/29/2023] Open
Abstract
Optic pathway glioma (OPG) is one of the causes of pediatric visual impairment. Unfortunately, there is as yet no cure for such a disease. Understanding the underlying mechanisms and the potential therapeutic strategies may help to delay the progression of OPG and rescue the visual morbidities. Here, we provide an overview of preclinical OPG studies and the regulatory pathways controlling OPG pathophysiology. We next discuss the role of microenvironmental cells (neurons, T cells, and tumor-associated microglia and macrophages) in OPG development. Last, we provide insight into potential therapeutic strategies for treating OPG and promoting axon regeneration.
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Affiliation(s)
- Khushboo Irshad
- Department of Symptom Research, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (K.I.); (B.E.A.)
| | - Yu-Kai Huang
- Division of Neurosurgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung 80708, Taiwan;
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
| | - Paul Rodriguez
- Department of Ophthalmology, Louis J. Fox Center for Vision Restoration, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA;
| | - Jung Lo
- Department of Ophthalmology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan;
| | - Benjamin E. Aghoghovwia
- Department of Symptom Research, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (K.I.); (B.E.A.)
| | - Yuan Pan
- Department of Symptom Research, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (K.I.); (B.E.A.)
- Department of Neuro-Oncology, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Kun-Che Chang
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Department of Ophthalmology, Louis J. Fox Center for Vision Restoration, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA;
- Department of Neurobiology, Center of Neuroscience, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
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25
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Nuijts MA, Stegeman I, Porro GL, Bennebroek CAM, van Seeters T, Proudlock FA, Schouten-van Meeteren AYN, Imhof SM. Diagnostic accuracy of retinal optical coherence tomography in children with a newly diagnosed brain tumour. Acta Ophthalmol 2023; 101:658-669. [PMID: 36924320 DOI: 10.1111/aos.15650] [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: 10/04/2022] [Revised: 01/15/2023] [Accepted: 02/09/2023] [Indexed: 03/18/2023]
Abstract
PURPOSE To estimate the diagnostic accuracy of circumpapillary retinal nerve fibre layer (RNFL) thickness and macular ganglion cell layer-inner plexiform layer (GCL-IPL) thickness measurements to discriminate an abnormal visual function (i.e. abnormal age-based visual acuity and/or visual field defect) in children with a newly diagnosed brain tumour. METHODS This cross-sectional analysis of a prospective longitudinal nationwide cohort study was conducted at four hospitals in the Netherlands, including the national referral centre for paediatric oncology. Patients aged 0-18 years with a newly diagnosed brain tumour and reliable visual acuity and/or visual field examination and optical coherence tomography were included. Diagnostic accuracy was evaluated with sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV). RESULTS Of 115 patients included in the study (67 [58.3%] male; median age 10.6 years [range, 0.2-17.8 years]), reliable RNFL thickness and GCL-IPL thickness measurements were available in 92 patients (80.0%) and 84 patients (73.0%), respectively. The sensitivity for detecting an abnormal visual function was 74.5% for average RNFL thickness and 41.7% for average GCL-IPL thickness at a specificity of 44.5% and 82.9%, respectively. The PPV and NPV were 33.0% and 82.6% for the average RNFL thickness and 57.1% and 82.2% for the average GCL-IPL thickness. CONCLUSION An abnormal visual function was discriminated correctly by using the average RNFL thickness in seven out of ten patients and by using the average GCL-IPL thickness in four out of ten patients. The relatively high NPVs signified that patients with normal average RNFL thickness and average GCL-IPL thickness measurements had a relative high certainty of a normal visual function.
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Affiliation(s)
- Myrthe A Nuijts
- Department of Ophthalmology, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Inge Stegeman
- Department of Ophthalmology, University Medical Centre Utrecht, Utrecht, The Netherlands
- Department of Otorhinolaryngology and Head & Neck Surgery University, University Medical Centre Utrecht, Utrecht, The Netherlands
- Brain Centre, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Giorgio L Porro
- Department of Ophthalmology, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Carlien A M Bennebroek
- Department of Ophthalmology, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
| | - Tom van Seeters
- Department of Radiology, Elisabeth-TweeSteden Hospital, Tilburg, The Netherlands
| | | | | | - Saskia M Imhof
- Department of Ophthalmology, University Medical Centre Utrecht, Utrecht, The Netherlands
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26
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Sigaud R, Albert TK, Hess C, Hielscher T, Winkler N, Kocher D, Walter C, Münter D, Selt F, Usta D, Ecker J, Brentrup A, Hasselblatt M, Thomas C, Varghese J, Capper D, Thomale UW, Hernáiz Driever P, Simon M, Horn S, Herz NA, Koch A, Sahm F, Hamelmann S, Faria-Andrade A, Jabado N, Schuhmann MU, Schouten-van Meeteren AYN, Hoving E, Brummer T, van Tilburg CM, Pfister SM, Witt O, Jones DTW, Kerl K, Milde T. MAPK inhibitor sensitivity scores predict sensitivity driven by the immune infiltration in pediatric low-grade gliomas. Nat Commun 2023; 14:4533. [PMID: 37500667 PMCID: PMC10374577 DOI: 10.1038/s41467-023-40235-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 07/18/2023] [Indexed: 07/29/2023] Open
Abstract
Pediatric low-grade gliomas (pLGG) show heterogeneous responses to MAPK inhibitors (MAPKi) in clinical trials. Thus, more complex stratification biomarkers are needed to identify patients likely to benefit from MAPKi therapy. Here, we identify MAPK-related genes enriched in MAPKi-sensitive cell lines using the GDSC dataset and apply them to calculate class-specific MAPKi sensitivity scores (MSSs) via single-sample gene set enrichment analysis. The MSSs discriminate MAPKi-sensitive and non-sensitive cells in the GDSC dataset and significantly correlate with response to MAPKi in an independent PDX dataset. The MSSs discern gliomas with varying MAPK alterations and are higher in pLGG compared to other pediatric CNS tumors. Heterogenous MSSs within pLGGs with the same MAPK alteration identify proportions of potentially sensitive patients. The MEKi MSS predicts treatment response in a small set of pLGG patients treated with trametinib. High MSSs correlate with a higher immune cell infiltration, with high expression in the microglia compartment in single-cell RNA sequencing data, while low MSSs correlate with low immune infiltration and increased neuronal score. The MSSs represent predictive tools for the stratification of pLGG patients and should be prospectively validated in clinical trials. Our data supports a role for microglia in the response to MAPKi.
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Affiliation(s)
- Romain Sigaud
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany.
- National Center for Tumor Diseases (NCT), Heidelberg, Germany.
| | - Thomas K Albert
- Department of Pediatric Hematology and Oncology, University Children's Hospital Münster, Münster, Germany
| | - Caroline Hess
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Faculty of Biochemistry, Heidelberg University, Heidelberg, Germany
| | - Thomas Hielscher
- Division of Biostatistics, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Nadine Winkler
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Daniela Kocher
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Carolin Walter
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - Daniel Münter
- Department of Pediatric Hematology and Oncology, University Children's Hospital Münster, Münster, Germany
| | - Florian Selt
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Diren Usta
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Jonas Ecker
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Angela Brentrup
- Neurosurgery Dept., University Hospital Münster, Münster, Germany
| | - Martin Hasselblatt
- Institute of Neuropathology, University Hospital Münster, Münster, Germany
| | - Christian Thomas
- Institute of Neuropathology, University Hospital Münster, Münster, Germany
| | - Julian Varghese
- Institute of Medical Informatics, University of Münster, Münster, Germany
| | - David Capper
- Berlin Institute of Health, Anna-Louisa-Karsch-Straße 2, 10178, Berlin, Germany
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Neuropathology, Berlin, Germany
| | - Ulrich W Thomale
- Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Pediatric Neurosurgery, Berlin, Germany
| | - Pablo Hernáiz Driever
- Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, German HIT-LOGGIC-Registry for pLGG in children and adolescents, Department of Pediatric Oncology and Hematology, Berlin, Germany
| | - Michèle Simon
- Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, German HIT-LOGGIC-Registry for pLGG in children and adolescents, Department of Pediatric Oncology and Hematology, Berlin, Germany
| | - Svea Horn
- Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, German HIT-LOGGIC-Registry for pLGG in children and adolescents, Department of Pediatric Oncology and Hematology, Berlin, Germany
| | - Nina Annika Herz
- Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, German HIT-LOGGIC-Registry for pLGG in children and adolescents, Department of Pediatric Oncology and Hematology, Berlin, Germany
| | - Arend Koch
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Neuropathology, Berlin, Germany
| | - Felix Sahm
- Department of Neuropathology, Heidelberg University Hospital, Heidelberg, Germany
- Clinical Cooperation Unit Neuropathology, German Consortium for Translational Cancer Research (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefan Hamelmann
- Department of Neuropathology, Heidelberg University Hospital, Heidelberg, Germany
- Clinical Cooperation Unit Neuropathology, German Consortium for Translational Cancer Research (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Nada Jabado
- Department of Human Genetics, McGill University, Montreal, QC, H3A 0C7, Canada
- Division of Experimental Medicine, Department of Medicine, McGill University, Montreal, QC, H4A 3J1, Canada
- Department of Pediatrics, McGill University, and The Research Institute of the McGill University Health Centre, Montreal, QC, H4A 3J1, Canada
| | - Martin U Schuhmann
- Section of Pediatric Neurosurgery, Department of Neurosurgery, University Hospital Tübingen, Tübingen, Germany
| | | | - Eelco Hoving
- Princess Màxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Tilman Brummer
- Institute of Molecular Medicine and Cell Research (IMMZ), Faculty of Medicine, University of Freiburg, Freiburg, Germany, Centre for Biological Signaling Studies BIOSS, University of Freiburg and German Consortium for Translational Cancer Research (DKTK), Freiburg, Germany, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Cornelis M van Tilburg
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Stefan M Pfister
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Olaf Witt
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - David T W Jones
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Kornelius Kerl
- Department of Pediatric Hematology and Oncology, University Children's Hospital Münster, Münster, Germany
| | - Till Milde
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany.
- National Center for Tumor Diseases (NCT), Heidelberg, Germany.
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany.
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27
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Sun W, Song C, Tang C, Pan C, Xue P, Fan J, Qiao Y. Performance of deep learning algorithms to distinguish high-grade glioma from low-grade glioma: A systematic review and meta-analysis. iScience 2023; 26:106815. [PMID: 37250800 PMCID: PMC10209541 DOI: 10.1016/j.isci.2023.106815] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 03/23/2023] [Accepted: 05/02/2023] [Indexed: 05/31/2023] Open
Abstract
This study aims to evaluate deep learning (DL) performance in differentiating low- and high-grade glioma. Search online database for studies continuously published from 1st January 2015 until 16th August 2022. The random-effects model was used for synthesis, based on pooled sensitivity (SE), specificity (SP), and area under the curve (AUC). Heterogeneity was estimated using the Higgins inconsistency index (I2). 33 were ultimately included in the meta-analysis. The overall pooled SE and SP were 94% and 93%, with an AUC of 0.98. There was great heterogeneity in this field. Our evidence-based study shows DL achieves high accuracy in glioma grading. Subgroup analysis reveals several limitations in this field: 1) Diagnostic trials require standard method for data merging for AI; 2) small sample size; 3) poor-quality image preprocessing; 4) not standard algorithm development; 5) not standard data report; 6) different definition of HGG and LGG; and 7) poor extrapolation.
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Affiliation(s)
- Wanyi Sun
- Department of Cancer Epidemiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Cheng Song
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Chao Tang
- Shenzhen Maternity & Child Healthcare Hospital, Shenzhen, China
| | - Chenghao Pan
- Department of Cancer Epidemiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Peng Xue
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jinhu Fan
- Department of Cancer Epidemiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Youlin Qiao
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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28
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Sait SF, Giantini-Larsen AM, Tringale KR, Souweidane MM, Karajannis MA. Treatment of Pediatric Low-Grade Gliomas. Curr Neurol Neurosci Rep 2023; 23:185-199. [PMID: 36881254 PMCID: PMC10121885 DOI: 10.1007/s11910-023-01257-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/13/2023] [Indexed: 03/08/2023]
Abstract
PURPOSE OF REVIEW Pediatric low-grade gliomas and glioneuronal tumors (pLGG) account for approximately 30% of pediatric CNS neoplasms, encompassing a heterogeneous group of tumors of primarily glial or mixed neuronal-glial histology. This article reviews the treatment of pLGG with emphasis on an individualized approach incorporating multidisciplinary input from surgery, radiation oncology, neuroradiology, neuropathology, and pediatric oncology to carefully weigh the risks and benefits of specific interventions against tumor-related morbidity. Complete surgical resection can be curative for cerebellar and hemispheric lesions, while use of radiotherapy is restricted to older patients or those refractory to medical therapy. Chemotherapy remains the preferred first-line therapy for adjuvant treatment of the majority of recurrent or progressive pLGG. RECENT FINDINGS Technologic advances offer the potential to limit volume of normal brain exposed to low doses of radiation when treating pLGG with either conformal photon or proton RT. Recent neurosurgical techniques such as laser interstitial thermal therapy offer a "dual" diagnostic and therapeutic treatment modality for pLGG in specific surgically inaccessible anatomical locations. The emergence of novel molecular diagnostic tools has enabled scientific discoveries elucidating driver alterations in mitogen-activated protein kinase (MAPK) pathway components and enhanced our understanding of the natural history (oncogenic senescence). Molecular characterization strongly supplements the clinical risk stratification (age, extent of resection, histological grade) to improve diagnostic precision and accuracy, prognostication, and can lead to the identification of patients who stand to benefit from precision medicine treatment approaches. The success of molecular targeted therapy (BRAF inhibitors and/or MEK inhibitors) in the recurrent setting has led to a gradual and yet significant paradigm shift in the treatment of pLGG. Ongoing randomized trials comparing targeted therapy to standard of care chemotherapy are anticipated to further inform the approach to upfront management of pLGG patients.
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Affiliation(s)
- Sameer Farouk Sait
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA.
| | - Alexandra M Giantini-Larsen
- Department of Neurosurgery, Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, NY, USA
| | - Kathryn R Tringale
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - Mark M Souweidane
- Department of Neurosurgery, Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, NY, USA
| | - Matthias A Karajannis
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA.
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29
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Sigaud R, Rösch L, Gatzweiler C, Benzel J, von Soosten L, Peterziel H, Selt F, Najafi S, Ayhan S, Gerloff XF, Hofmann N, Büdenbender I, Schmitt L, Foerster KI, Burhenne J, Haefeli WE, Korshunov A, Sahm F, van Tilburg CM, Jones DTW, Pfister SM, Knoerzer D, Kreider BL, Sauter M, Pajtler KW, Zuckermann M, Oehme I, Witt O, Milde T. The first-in-class ERK inhibitor ulixertinib shows promising activity in mitogen-activated protein kinase (MAPK)-driven pediatric low-grade glioma models. Neuro Oncol 2023; 25:566-579. [PMID: 35882450 PMCID: PMC10013652 DOI: 10.1093/neuonc/noac183] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Pediatric low-grade gliomas (pLGG) are the most common pediatric central nervous system tumors, with driving alterations typically occurring in the MAPK pathway. The ERK1/2 inhibitor ulixertinib (BVD-523) has shown promising responses in adult patients with mitogen-activated protein kinase (MAPK)-driven solid tumors. METHODS We investigated the antitumoral activity of ulixertinib monotherapy as well as in combination with MEK inhibitors (MEKi), BH3-mimetics, or chemotherapy in pLGG. Patient-derived pLGG models reflecting the two most common alterations in the disease, KIAA1549:BRAF-fusion and BRAFV600E mutation (DKFZ-BT66 and BT40, respectively) were used for in vitro and in vivo (zebrafish embryos and mice) efficacy testing. RESULTS Ulixertinib inhibited MAPK pathway activity in both models, and reduced cell viability in BT40 with clinically achievable concentrations in the low nanomolar range. Combination treatment of ulixertinib with MEKi or BH3-mimetics showed strong evidence of antiproliferative synergy in vitro. Ulixertinib showed on-target activity in all tested combinations. In vivo, sufficient penetrance of the drug into brain tumor tissue in concentrations above the in vitro IC50 and reduction of MAPK pathway activity was achieved. In a preclinical mouse trial, ulixertinib mono- and combined therapies slowed tumor growth and increased survival. CONCLUSIONS These data indicate a high clinical potential of ulixertinib for the treatment of pLGG and strongly support its first clinical evaluation in pLGG as single agent and in combination therapy in a currently planned international phase I/II umbrella trial.
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Affiliation(s)
- Romain Sigaud
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Lisa Rösch
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany.,Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Charlotte Gatzweiler
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany.,Faculty of Medicine, Heidelberg University, Heidelberg, Germany
| | - Julia Benzel
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Faculty of Biosciences, Heidelberg University, Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Laura von Soosten
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Faculty of Biosciences, Heidelberg University, Heidelberg, Germany.,Preclinical Modeling Group, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Heike Peterziel
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Florian Selt
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany.,KiTZ Clinical Trial Unit, Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
| | - Sara Najafi
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany.,KiTZ Clinical Trial Unit, Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
| | - Simay Ayhan
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany.,KiTZ Clinical Trial Unit, Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany.,Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Xenia F Gerloff
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany.,KiTZ Clinical Trial Unit, Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
| | - Nina Hofmann
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Preclinical Modeling Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Isabel Büdenbender
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Lukas Schmitt
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Pediatric Soft Tissue Sarcoma Research Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Kathrin I Foerster
- Department of Clinical Pharmacology and Pharmacoepidemiology, Heidelberg University Hospital, Heidelberg, Germany
| | - Jürgen Burhenne
- Department of Clinical Pharmacology and Pharmacoepidemiology, Heidelberg University Hospital, Heidelberg, Germany
| | - Walter E Haefeli
- Department of Clinical Pharmacology and Pharmacoepidemiology, Heidelberg University Hospital, Heidelberg, Germany
| | - Andrey Korshunov
- Department of Neuropathology, Heidelberg University Hospital, Heidelberg, Germany.,Clinical Cooperation Unit Neuropathology, German Consortium for Translational Cancer Research (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Felix Sahm
- Department of Neuropathology, Heidelberg University Hospital, Heidelberg, Germany.,Clinical Cooperation Unit Neuropathology, German Consortium for Translational Cancer Research (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Cornelis M van Tilburg
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany.,KiTZ Clinical Trial Unit, Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
| | - David T W Jones
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefan M Pfister
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,KiTZ Clinical Trial Unit, Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | | | - Max Sauter
- Department of Clinical Pharmacology and Pharmacoepidemiology, Heidelberg University Hospital, Heidelberg, Germany
| | - Kristian W Pajtler
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.,KiTZ Clinical Trial Unit, Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
| | - Marc Zuckermann
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Preclinical Modeling Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ina Oehme
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Olaf Witt
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany.,KiTZ Clinical Trial Unit, Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
| | - Till Milde
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany.,KiTZ Clinical Trial Unit, Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany
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30
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Huang V, Rejimon A, Reddy K, Trivedi AG, Ramesh KK, Giuffrida AS, Muiruri R, Shim H, Eaton BR. Spectroscopic MRI-Guided Proton Therapy in Non-Enhancing Pediatric High-Grade Glioma. Tomography 2023; 9:633-646. [PMID: 36961010 PMCID: PMC10037577 DOI: 10.3390/tomography9020051] [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: 12/28/2022] [Revised: 02/24/2023] [Accepted: 03/06/2023] [Indexed: 03/12/2023] Open
Abstract
Radiation therapy (RT) is a critical part of definitive therapy for pediatric high-grade glioma (pHGG). RT is designed to treat residual tumor defined on conventional MRI (cMRI), though pHGG lesions may be ill-characterized on standard imaging. Spectroscopic MRI (sMRI) measures endogenous metabolite concentrations in the brain, and Choline (Cho)/N-acetylaspartate (NAA) ratio is a highly sensitive biomarker for metabolically active tumor. We provide a preliminary report of our study introducing a novel treatment approach of whole brain sMRI-guided proton therapy for pHGG. An observational cohort (c1 = 10 patients) receives standard of care RT; a therapeutic cohort (c2 = 15 patients) receives sMRI-guided proton RT. All patients undergo cMRI and sMRI, a high-resolution 3D whole-brain echo-planar spectroscopic imaging (EPSI) sequence (interpolated resolution of 12 µL) prior to RT and at several follow-up timepoints integrated into diagnostic scans. Treatment volumes are defined by cMRI for c1 and by cMRI and Cho/NAA ≥ 2x for c2. A longitudinal imaging database is used to quantify changes in lesion and metabolite volumes. Four subjects have been enrolled (c1 = 1/c2 = 3) with sMRI imaging follow-up of 4-18 months. Preliminary data suggest sMRI improves identification of pHGG infiltration based on abnormal metabolic activity, and using proton therapy to target sMRI-defined high-risk regions is safe and feasible.
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Affiliation(s)
- Vicki Huang
- Department of Radiation Oncology, Emory University School of Medicine, Atlanta, GA 30322, USA
- Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Abinand Rejimon
- Department of Radiation Oncology, Emory University School of Medicine, Atlanta, GA 30322, USA
- Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Kartik Reddy
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA 30322, USA
- Department of Radiology, Children’s Healthcare of Atlanta, Atlanta, GA 30342, USA
| | - Anuradha G. Trivedi
- Department of Radiation Oncology, Emory University School of Medicine, Atlanta, GA 30322, USA
- Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Karthik K. Ramesh
- Department of Radiation Oncology, Emory University School of Medicine, Atlanta, GA 30322, USA
- Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Alexander S. Giuffrida
- Department of Radiation Oncology, Emory University School of Medicine, Atlanta, GA 30322, USA
- Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Robert Muiruri
- Winship Cancer Institute, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Hyunsuk Shim
- Department of Radiation Oncology, Emory University School of Medicine, Atlanta, GA 30322, USA
- Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA 30332, USA
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA 30322, USA
- Winship Cancer Institute, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Bree R. Eaton
- Department of Radiation Oncology, Emory University School of Medicine, Atlanta, GA 30322, USA
- Department of Radiology, Children’s Healthcare of Atlanta, Atlanta, GA 30342, USA
- Winship Cancer Institute, Emory University School of Medicine, Atlanta, GA 30322, USA
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31
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Angelova-Toshkina D, Decker JA, Traunwieser T, Holzapfel J, Bette S, Huber S, Schimmel M, Vollert K, Bison B, Kröncke T, Bramswig NC, Wieczorek D, Gnekow AK, Frühwald MC, Kuhlen M. Comprehensive neurological evaluation of a cohort of patients with neurofibromatosis type 1 from a single institution. Eur J Paediatr Neurol 2023; 43:52-61. [PMID: 36905830 DOI: 10.1016/j.ejpn.2023.02.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 02/05/2023] [Accepted: 02/26/2023] [Indexed: 03/13/2023]
Abstract
Neurofibromatosis type 1 (NF1) is a phenotypically heterogenous multisystem cancer predisposition syndrome manifesting in childhood and adolescents. Central nervous system (CNS) manifestations include structural, neurodevelopmental, and neoplastic disease. We aimed to (1) characterize the spectrum of CNS manifestations of NF1 in a paediatric population, (2) explore radiological features in the CNS by image analyses, and (3) correlate genotype with phenotypic expression for those with a genetic diagnosis. We performed a database search in the hospital information system covering the period between January 2017 and December 2020. We evaluated the phenotype by retrospective chart review and imaging analysis. 59 patients were diagnosed with NF1 [median age 10.6 years (range, 1.1-22.6); 31 female] at last follow-up, pathogenic NF1 variants were identified in 26/29. 49/59 patients presented with neurological manifestations including 28 with structural and neurodevelopmental findings, 16 with neurodevelopmental, and 5 with structural findings only. Focal areas of signal intensity (FASI) were identified in 29/39, cerebrovascular anomalies in 4/39. Neurodevelopmental delay was reported in 27/59 patients, learning difficulties in 19/59. Optic pathway gliomas (OPG) were diagnosed in 18/59 patients, 13/59 had low-grade gliomas outside the visual pathways. 12 patients received chemotherapy. Beside the established NF1 microdeletion, neither genotype nor FASI were associated with the neurological phenotype. NF1 was associated with a spectrum of CNS manifestations in at least 83.0% of patients. Regular neuropsychological assessment complementing frequent clinical and ophthalmologic testing for OPG is necessary in the care of each child with NF1.
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Affiliation(s)
- Daniela Angelova-Toshkina
- Paediatric and Adolescent Medicine, University Medical Centre, Stenglinstr. 2, 86156, Augsburg, Germany.
| | - Josua A Decker
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Medical Centre, Stenglinstraße 2, 86156, Augsburg, Germany.
| | - Thomas Traunwieser
- Paediatric and Adolescent Medicine, University Medical Centre, Stenglinstr. 2, 86156, Augsburg, Germany.
| | - Johannes Holzapfel
- Paediatric and Adolescent Medicine, University Medical Centre, Stenglinstr. 2, 86156, Augsburg, Germany.
| | - Stefanie Bette
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Medical Centre, Stenglinstraße 2, 86156, Augsburg, Germany.
| | - Simon Huber
- Paediatric and Adolescent Medicine, University Medical Centre, Stenglinstr. 2, 86156, Augsburg, Germany.
| | - Mareike Schimmel
- Paediatric and Adolescent Medicine, University Medical Centre, Stenglinstr. 2, 86156, Augsburg, Germany.
| | - Kurt Vollert
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Medical Centre, Stenglinstraße 2, 86156, Augsburg, Germany.
| | - Brigitte Bison
- Department of Diagnostic and Interventional Neuroradiology, University Hospital Augsburg, Stenglinstr. 2, 86156, Augsburg, Germany.
| | - Thomas Kröncke
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Medical Centre, Stenglinstraße 2, 86156, Augsburg, Germany.
| | - Nuria C Bramswig
- Institute of Human Genetics, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Moorenstr. 5, 40255, Düsseldorf, Germany.
| | - Dagmar Wieczorek
- Institute of Human Genetics, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Moorenstr. 5, 40255, Düsseldorf, Germany.
| | - Astrid K Gnekow
- Paediatric and Adolescent Medicine, University Medical Centre, Stenglinstr. 2, 86156, Augsburg, Germany.
| | - Michael C Frühwald
- Paediatric and Adolescent Medicine, University Medical Centre, Stenglinstr. 2, 86156, Augsburg, Germany.
| | - Michaela Kuhlen
- Paediatric and Adolescent Medicine, University Medical Centre, Stenglinstr. 2, 86156, Augsburg, Germany.
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32
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Haldar D, Kazerooni AF, Arif S, Familiar A, Madhogarhia R, Khalili N, Bagheri S, Anderson H, Shaikh IS, Mahtabfar A, Kim MC, Tu W, Ware J, Vossough A, Davatzikos C, Storm PB, Resnick A, Nabavizadeh A. Unsupervised machine learning using K-means identifies radiomic subgroups of pediatric low-grade gliomas that correlate with key molecular markers. Neoplasia 2023; 36:100869. [PMID: 36566592 PMCID: PMC9803939 DOI: 10.1016/j.neo.2022.100869] [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: 08/19/2022] [Revised: 11/21/2022] [Accepted: 12/19/2022] [Indexed: 12/24/2022]
Abstract
INTRODUCTION Despite advancements in molecular and histopathologic characterization of pediatric low-grade gliomas (pLGGs), there remains significant phenotypic heterogeneity among tumors with similar categorizations. We hypothesized that an unsupervised machine learning approach based on radiomic features may reveal distinct pLGG imaging subtypes. METHODS Multi-parametric MR images (T1 pre- and post-contrast, T2, and T2 FLAIR) from 157 patients with pLGGs were collected and 881 quantitative radiomic features were extracted from tumorous region. Clustering was performed using K-means after applying principal component analysis (PCA) for feature dimensionality reduction. Molecular and demographic data was obtained from the PedCBioportal and compared between imaging subtypes. RESULTS K-means identified three distinct imaging-based subtypes. Subtypes differed in mutational frequencies of BRAF (p < 0.05) as well as the gene expression of BRAF (p<0.05). It was also found that age (p < 0.05), tumor location (p < 0.01), and tumor histology (p < 0.0001) differed significantly between the imaging subtypes. CONCLUSION In this exploratory work, it was found that clustering of pLGGs based on radiomic features identifies distinct, imaging-based subtypes that correlate with important molecular markers and demographic details. This finding supports the notion that incorporation of radiomic data could augment our ability to better characterize pLGGs.
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Affiliation(s)
- Debanjan Haldar
- Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA; Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Anahita Fathi Kazerooni
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA; Department of Radiology, Hospital of University of Pennsylvania, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Sherjeel Arif
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA; Department of Radiology, Hospital of University of Pennsylvania, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Ariana Familiar
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Rachel Madhogarhia
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA; Department of Radiology, Hospital of University of Pennsylvania, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Nastaran Khalili
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA; Department of Radiology, Hospital of University of Pennsylvania, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Sina Bagheri
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA; Department of Radiology, Hospital of University of Pennsylvania, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Hannah Anderson
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA; Department of Radiology, Hospital of University of Pennsylvania, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | - Aria Mahtabfar
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA; Department of Neurological Surgery, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Meen Chul Kim
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Wenxin Tu
- College of Arts and Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jefferey Ware
- Department of Radiology, Hospital of University of Pennsylvania, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Arastoo Vossough
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA; Department of Radiology, Hospital of University of Pennsylvania, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Christos Davatzikos
- Department of Radiology, Hospital of University of Pennsylvania, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Phillip B Storm
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA; Division of Neurological Surgery, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Adam Resnick
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Ali Nabavizadeh
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA; Department of Radiology, Hospital of University of Pennsylvania, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA.
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33
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Mofatteh M, Mashayekhi MS, Arfaie S, Chen Y, Malhotra AK, Alvi MA, Sader N, Antonick V, Fatehi Hassanabad M, Mansouri A, Das S, Liao X, McIntyre RS, Del Maestro R, Turecki G, Cohen-Gadol AA, Zadeh G, Ashkan K. Suicidal ideation and attempts in brain tumor patients and survivors: A systematic review. Neurooncol Adv 2023; 5:vdad058. [PMID: 37313501 PMCID: PMC10259251 DOI: 10.1093/noajnl/vdad058] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023] Open
Abstract
Background Subsequent to a diagnosis of a brain tumor, psychological distress has been associated with negative effects on mental health as well as suicidality. The magnitude of such impact has been understudied in the literature. We conducted a systematic review to examine the impact of a brain tumor on suicidality (both ideation and attempts). Methods In accordance with the PRISMA guidelines, we searched for relevant peer-reviewed journal articles on PubMed, Scopus, and Web of Science databases from inception to October 20, 2022. Studies investigating suicide ideation and/or attempt among patients with brain tumors were included. Results Our search yielded 1,998 articles which were screened for eligibility. Seven studies consisting of 204,260 patients were included in the final review. Four studies comprising 203,906 patients (99.8%) reported elevated suicidal ideation and suicide attempt incidence compared with the general population. Prevalence of ideation and attempts ranged from 6.0% to 21.5% and 0.03% to 3.33%, respectively. Anxiety, depression, pain severity, physical impairment, glioblastoma diagnosis, male sex, and older age emerged as the primary risk factors associated with increased risk of suicidal ideation and attempts. Conclusion Suicidal ideation and attempts are increased in patients and survivors of brain tumors compared to the general population. Early identification of patients exhibiting these behaviors is crucial for providing timely psychiatric support in neuro-oncological settings to mitigate potential harm. Future research is required to understand pharmacological, neurobiological, and psychiatric mechanisms that predispose brain tumor patients to suicidality.
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Affiliation(s)
- Mohammad Mofatteh
- Corresponding Author: Mohammad Mofatteh, PhD, MPH, MSc, PGCert TLHE, BSc (Hons), School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, 97 Lisburn Road, Belfast BT9 7BL, United Kingdom ()
| | - Mohammad Sadegh Mashayekhi
- Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Neuro International Collaboration (NIC), Vancouver, British Columbia, Canada
| | - Saman Arfaie
- Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada
- Department of Molecular and Cell Biology, University of California Berkeley, California, USA
- Neuro International Collaboration (NIC), Montreal, Quebec, Canada
| | - Yimin Chen
- Department of Neurology, Foshan Sanshui District People’s Hospital, Foshan, China
- Neuro International Collaboration (NIC), Foshan, China
| | - Armaan K Malhotra
- Division of Neurosurgery, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Mohammed Ali Alvi
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Department of Neurologic Surgery, Mayo Clinic, Rochester, MN, USA
- Neuro International Collaboration (NIC), Toronto, Ontario, Canada
| | - Nicholas Sader
- Division of Neurosurgery, University of Calgary, Alberta, Canada
- Neuro International Collaboration (NIC), Calgary, Alberta, Canada
| | - Violet Antonick
- University of Vermont, Burlington, Vermont, USA
- Neuro International Collaboration (NIC), Vermont, USA
| | | | - Alireza Mansouri
- Department of Neurosurgery, Penn State Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
| | - Sunit Das
- Division of Neurosurgery, St. Michael’s Hospital, Toronto, Ontario, Canada
| | - Xuxing Liao
- Department of Neurosurgery, Foshan Sanshui District People’s Hospital, Foshan, China
- Department of Surgery of Cerebrovascular Diseases, Foshan First People’s Hospital, Foshan, China
| | - Roger S McIntyre
- Neuro International Collaboration (NIC), Toronto, Ontario, Canada
- Mood Disorder Psychopharmacology Unit, University Health Network, University of Toronto, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Brain and Cognition Discovery Foundation, Toronto, Ontario, Canada
| | - Rolando Del Maestro
- Neuro International Collaboration (NIC), Montreal, Quebec, Canada
- Neurosurgical Simulation and Artificial Intelligence Learning Centre, Department of Neurology & Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, Quebec, Canada
| | - Gustavo Turecki
- McGill Group for Suicide Studies, Douglas Hospital Research Center, Montreal, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec, Canada
| | - Aaron A Cohen-Gadol
- The Neurosurgical Atlas, Carmel, Indiana, USA
- Department of Neurological Surgery, Indiana University, Indianapolis, Indiana, USA
- Neuro International Collaboration (NIC), Indiana, USA
| | - Gelareh Zadeh
- Division of Neurosurgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Keyoumars Ashkan
- Neuro International Collaboration (NIC), London, UK
- Department of Neurosurgery, King’s College Hospital NHS Foundation Trust, London, UK
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, UK
- King’s Health Partners Academic Health Sciences Centre, London, UK
- School of Biomedical Engineering and Imaging Sciences, Faculty of Life Sciences and Medicine, King’s College London, UK
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Grippin AJ, McGovern SL. Proton therapy for pediatric diencephalic tumors. Front Oncol 2023; 13:1123082. [PMID: 37213290 PMCID: PMC10196353 DOI: 10.3389/fonc.2023.1123082] [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: 12/13/2022] [Accepted: 03/03/2023] [Indexed: 05/23/2023] Open
Abstract
Diencephalic tumors tend to be low grade tumors located near several critical structures, including the optic nerves, optic chiasm, pituitary, hypothalamus, Circle of Willis, and hippocampi. In children, damage to these structures can impact physical and cognitive development over time. Thus, the goal of radiotherapy is to maximize long term survival while minimizing late effects, including endocrine disruption leading to precocious puberty, height loss, hypogonadotropic hypogonadism, and primary amenorrhea; visual disruption including blindness; and vascular damage resulting in cerebral vasculopathy. Compared to photon therapy, proton therapy offers the potential to decrease unnecessary dose to these critical structures while maintaining adequate dose to the tumor. In this article, we review the acute and chronic toxicities associated with radiation for pediatric diencephalic tumors, focusing on the use of proton therapy to minimize treatment-related morbidity. Emerging strategies to further reduce radiation dose to critical structures will also be considered.
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Puvilland C, Villanueva C, Hemmendinger A, Kornreich L, Gueorguieva I, Karnoub MA, Beuriat PA, Leblond P. Growth Hormone Replacement Therapy Seems to Be Safe in Children with Low-Grade Midline Glioma: A Series of 124 Cases with Review of the Literature. Cancers (Basel) 2022; 15:cancers15010055. [PMID: 36612052 PMCID: PMC9817711 DOI: 10.3390/cancers15010055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 12/10/2022] [Accepted: 12/14/2022] [Indexed: 12/24/2022] Open
Abstract
There is little scientific evidence regarding the safety of GHRT in LGG, where GH deficiency is common. PURPOSE to compare the recurrence rate in children with midline LGG, depending on whether or not they have received GHRT, in order to assess its impact on the risk of tumor recurrence. METHODS This bicentric retrospective study included 124 patients under the age of 18 who were diagnosed with a midline low-grade glial tumor between 1998 and 2016. We also reviewed literature on this subject. The main outcome measure was tumor relapse, demonstrated by brain MRI. RESULTS There were 17 patients in the GH-supplemented group (14%) and 107 patients in the non-supplemented group (86%). Relapse occurred in 65 patients (45.5%); 7 patients died (4.9%); no deaths occurred in patients receiving GHRT. Two patients developed a second tumor (1.4%), none of which had received GHRT. Relapse concerned 36.4% of patients without GHRT and 52.9% of patients with GHRT. The difference was not statistically significant between the two groups (p = 0.3). CONCLUSION GHRT does not lead to a statistically significant increase in risk of relapse for pediatric midline low-grade pediatric glioma in our cohort. Although these results appear reassuring, future natural history or prospective studies should be done to ascertain these findings. Nevertheless, these reassuring data regarding GHRT are in agreement with the data in the current literature.
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Affiliation(s)
- Coline Puvilland
- Pediatric Endocrinology Unit, Woman Mother Child Hospital, Lyon Civil Hospices, 69500 Bron, France
- Pediatric Unit, Hospital Fleyriat, 01012 Bourg-en-Bresse, France
- Correspondence: ; Tel.: +33-648035223
| | - Carine Villanueva
- Pediatric Endocrinology Unit, Woman Mother Child Hospital, Lyon Civil Hospices, 69500 Bron, France
| | | | - Laure Kornreich
- Department of Hematology and Oncology, Queen Fabiola Children’s University Hospital, 1020 Brussels, Belgium
| | - Iva Gueorguieva
- Pediatric Endocrine Unit, Jeanne-de-Flandre Children’s Hospital, 59000 Lille, France
| | - Mélodie-Anne Karnoub
- Department of Pediatric Neurosurgery, Lille University Hospital, 59000 Lille, France
| | - Pierre Aurélien Beuriat
- Department of Pediatric Neurosurgery, Woman Mother Child Hospital, Lyon Civil Hospices, 69500 Bron, France
- Rockfeller School of Medicine, Claude Bernard University Lyon 1, 69100 Villeurbanne, France
| | - Pierre Leblond
- Department of Pediatric Oncology, Institute of Pediatric Hematology and Oncology (IHOPe), Centre Léon Bérard, 69008 Lyon, France
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36
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Zhu Q, Shen S, Yang C, Li M, Zhang X, Li H, Zhao X, Li M, Cui Y, Ren X, Lin S. A prognostic estimation model based on mRNA-sequence data for patients with oligodendroglioma. Front Neurol 2022; 13:1074593. [PMID: 36588901 PMCID: PMC9795846 DOI: 10.3389/fneur.2022.1074593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 11/21/2022] [Indexed: 12/15/2022] Open
Abstract
Background The diagnosis of oligodendroglioma based on the latest World Health Organization Classification of Tumors of the Central Nervous System (WHO CNS 5) criteria requires the codeletion of chromosome arms 1p and 19q and isocitrate dehydrogenase gene (IDH) mutation (mut). Previously identified prognostic indicators may not be completely suitable for patients with oligodendroglioma based on the new diagnostic criteria. To find potential prognostic indicators for oligodendroglioma, we analyzed the expression of mRNAs of oligodendrogliomas in Chinese Glioma Genome Atlas (CGGA). Methods We collected 165 CGGA oligodendroglioma mRNA-sequence datasets and divided them into two cohorts. Patients in the two cohorts were further classified into long-survival and short-survival subgroups. The most predictive mRNAs were filtered out of differentially expressed mRNAs (DE mRNAs) between long-survival and short-survival patients in the training cohort by least absolute shrinkage and selection operator (LASSO), and risk scores of patients were calculated. Univariate and multivariate analyses were performed to screen factors associated with survival and establish the prognostic model. qRT-PCR was used to validate the expression differences of mRNAs. Results A total of 88 DE mRNAs were identified between the long-survival and the short-survival groups in the training cohort. Seven RNAs were selected to calculate risk scores. Univariate analysis showed that risk level, age, and primary-or-recurrent status (PRS) type were statistically correlated with survival and were used as factors to establish a prognostic model for patients with oligodendroglioma. The model showed an optimal predictive accuracy with a C-index of 0.912 (95% CI, 0.679-0.981) and harbored a good agreement between the predictions and observations in both training and validation cohorts. Conclusion We established a prognostic model based on mRNA-sequence data for patients with oligodendroglioma. The predictive ability of this model was validated in a validation cohort, which demonstrated optimal accuracy. The 7 mRNAs included in the model would help predict the prognosis of patients and guide personalized treatment.
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Affiliation(s)
- Qinghui Zhu
- Department of Neurosurgical Oncology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Shaoping Shen
- Department of Neurosurgical Oncology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Chuanwei Yang
- Department of Neurosurgical Oncology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Mingxiao Li
- Department of Neurosurgical Oncology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xiaokang Zhang
- Department of Neurosurgical Oncology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Haoyi Li
- Department of Neurosurgical Oncology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xuzhe Zhao
- Department of Neurosurgical Oncology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Ming Li
- Department of Neurosurgical Oncology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yong Cui
- Department of Neurosurgical Oncology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China,Department of Neurosurgery, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Xiaohui Ren
- Department of Neurosurgical Oncology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China,Department of Neurosurgery, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Song Lin
- Department of Neurosurgical Oncology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China,Department of Neurosurgery, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China,*Correspondence: Song Lin
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Andersen BM, Reardon DA. Immunotherapy approaches for adult glioma: knowledge gained from recent clinical trials. Curr Opin Neurol 2022; 35:803-813. [PMID: 36367046 DOI: 10.1097/wco.0000000000001118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
PURPOSE OF REVIEW Summarize principles behind various immunotherapy approaches for high and low-grade glioma in the context of recently completed clinical trials and the new insights they provide. RECENT FINDINGS Despite the widespread success of therapies targeting the T-cell checkpoints programmed-death 1 and cytotoxic T lymphocyte antigen 4 in other malignancies, recent phase III trials in glioblastoma confirm the lack of efficacy of anti-programmed-death 1 monotherapy in more than 90% of patients. Vaccination approaches remain under investigation for high-grade glioma and have shown activity in some low-grade glioma patients. Chimeric antigen receptor T cells now feature a new generation of products engineered to potentially withstand glucocorticoid therapy. Oncolytic viral therapies have similarly advanced in sophistication, with drug-sensitive gene expression and tumor-selective modifications. Combinations of therapies hold promise for overcoming the numerous mechanisms of immune suppression in glioma. SUMMARY Although immunotherapies have yet to show rates of efficacy compared with other malignancies, new knowledge of immunology and combination therapies brings hope for improved efficacy in the future.
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Affiliation(s)
- Brian M Andersen
- Department of Neurology, Brigham and Women's Hospital
- Department of Neurology, Veterans Affairs Medical Center
| | - David A Reardon
- Center for Neuro-Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
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38
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Ward R, Jones HM, Witt D, Boop F, Bouffet E, Rodriguez-Galindo C, Qaddoumi I, Moreira DC. Outcomes of Children With Low-Grade Gliomas in Low- and Middle-Income Countries: A Systematic Review. JCO Glob Oncol 2022; 8:e2200199. [PMID: 36198134 PMCID: PMC9812478 DOI: 10.1200/go.22.00199] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
PURPOSE Pediatric CNS tumors are increasingly a priority, particularly with the WHO designation of low-grade glioma (LGG) as one of six index childhood cancers. There are currently limited data on outcomes of pediatric patients with LGGs in low- and middle-income countries (LMICs). METHODS To better understand the outcomes of LGGs in LMICs, this systematic review interrogated nine literature databases. RESULTS The search identified 14,977 publications. Sixteen studies from 19 countries met the selection criteria and were included for data abstraction and analysis. Eleven studies (69%) were retrospective reviews from single institutions, and one (6%) captured institutional data prospectively. The studies captured a total of 957 patients with a median of 49 patients per study. Seven (44%) of the studies described the treatment modalities used. Of 373 patients for whom there was information, 173 (46%) had a gross total or near total resection, 109 (29%) had a subtotal resection, and 91 (24%) had only a biopsy performed. Seven studies, with a total of 476 patients, described the frequency of use of radiotherapy and/or chemotherapy in the cohorts: 83 of these patients received radiotherapy and 76 received chemotherapy. The 5-year overall survival ranged from 69.2% to 93.5%, although lower survival rates were reported at earlier time points. We identified limitations in the published studies with respect to the cohort sizes and methodologies. CONCLUSION The included studies reported survival rates frequently exceeding 80%, although the ultimate number of studies was limited, pointing to the paucity of studies describing the outcomes of children with LGGs in LMICs. This study underscores the need for more robust data on outcomes in pediatric LGG.
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Affiliation(s)
- Richard Ward
- University of Tennessee Health Science Center College of Medicine, Memphis, TN
| | - Hannah M. Jones
- Texas Tech University Health Science Center School of Medicine, Lubbock, TX
| | - Davis Witt
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA
| | - Frederick Boop
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN
| | - Eric Bouffet
- Division of Pediatric Hematology/Oncology and Bone Marrow Transplantation, The Hospital for Sick Children, Toronto, Ontario, Canada
| | | | - Ibrahim Qaddoumi
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN
| | - Daniel C. Moreira
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN,Daniel C. Moreira, MD, MEd, Department of Global Pediatric Medicine, St Jude Children's Research Hospital, 262 Danny Thomas Place, MS 721, Memphis, TN 38105; Twitter: @DanielMoreiraMD; e-mail:
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39
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Lim YJ. Medical Treatment of Pediatric Low-Grade Glioma. Brain Tumor Res Treat 2022; 10:221-225. [PMID: 36347636 PMCID: PMC9650116 DOI: 10.14791/btrt.2022.0039] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 10/12/2022] [Indexed: 10/07/2023] Open
Abstract
Low-grade glioma (LGG) is the most common brain tumor in children and has excellent long-term survival. With an excellent survival rate, the choice of treatment involves careful consideration of minimizing late toxicity from surgery, radiation, and chemotherapy. Surgery, radiation therapy, and chemotherapy can be used as monotherapy or in combination, providing different therapeutic ratios and complications. As a result, establishing the selection of ideal therapies has been a controversial area, presenting challenges. Recent advances in understanding molecular characteristics of pediatric LGG affect classification and treatment approaches. This review aims to overview recent developments in medical treatment in pediatric LGG.
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Affiliation(s)
- Yeon Jung Lim
- Department of Pediatrics, Chungnam National University College of Medicine, Deajeon, Korea.
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40
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van Iersel L, Mulder RL, Denzer C, Cohen LE, Spoudeas HA, Meacham LR, Sugden E, Schouten-van Meeteren AYN, Hoving EW, Packer RJ, Armstrong GT, Mostoufi-Moab S, Stades AM, van Vuurden D, Janssens GO, Thomas-Teinturier C, Murray RD, Di Iorgi N, Neggers SJCMM, Thompson J, Toogood AA, Gleeson H, Follin C, Bardi E, Torno L, Patterson B, Morsellino V, Sommer G, Clement SC, Srivastava D, Kiserud CE, Fernandez A, Scheinemann K, Raman S, Yuen KCJ, Wallace WH, Constine LS, Skinner R, Hudson MM, Kremer LCM, Chemaitilly W, van Santen HM. Hypothalamic-Pituitary and Other Endocrine Surveillance Among Childhood Cancer Survivors. Endocr Rev 2022; 43:794-823. [PMID: 34962573 DOI: 10.1210/endrev/bnab040] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Indexed: 12/12/2022]
Abstract
Endocrine disorders in survivors of childhood, adolescent, and young adult (CAYA) cancers are associated with substantial adverse physical and psychosocial effects. To improve appropriate and timely endocrine screening and referral to a specialist, the International Late Effects of Childhood Cancer Guideline Harmonization Group (IGHG) aims to develop evidence and expert consensus-based guidelines for healthcare providers that harmonize recommendations for surveillance of endocrine disorders in CAYA cancer survivors. Existing IGHG surveillance recommendations for premature ovarian insufficiency, gonadotoxicity in males, fertility preservation, and thyroid cancer are summarized. For hypothalamic-pituitary (HP) dysfunction, new surveillance recommendations were formulated by a guideline panel consisting of 42 interdisciplinary international experts. A systematic literature search was performed in MEDLINE (through PubMed) for clinically relevant questions concerning HP dysfunction. Literature was screened for eligibility. Recommendations were formulated by drawing conclusions from quality assessment of all evidence, considering the potential benefits of early detection and appropriate management. Healthcare providers should be aware that CAYA cancer survivors have an increased risk for endocrine disorders, including HP dysfunction. Regular surveillance with clinical history, anthropomorphic measures, physical examination, and laboratory measurements is recommended in at-risk survivors. When endocrine disorders are suspected, healthcare providers should proceed with timely referrals to specialized services. These international evidence-based recommendations for surveillance of endocrine disorders in CAYA cancer survivors inform healthcare providers and highlight the need for long-term endocrine follow-up care in subgroups of survivors and elucidate opportunities for further research.
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Affiliation(s)
- Laura van Iersel
- Department of Pediatric Endocrinology, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Renee L Mulder
- Princess Máxima Center for Pediatric Oncology, Department of Neuro-oncology, Utrecht, The Netherlands
| | - Christian Denzer
- Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics & Adolescent Medicine, Ulm University Medical Center, Ulm, Germany
| | - Laurie E Cohen
- Division of Endocrinology, Boston Children's Hospital, Boston, MA, USA.,Dana Farber/Boston Children's Cancer and Blood Disorder Center, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Helen A Spoudeas
- The London Centre for Pediatric Endocrinology & Diabetes, London, UK.,Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK.,The London Centre for Pediatric Endocrinology and Diabetes, University College London Hospital, London, UK
| | - Lillian R Meacham
- Emory University School of Medicine; Atlanta, GA, USA.,Aflac Cancer and Blood Disorders Center of Children's Healthcare of Atlanta, Atlanta, GA,USA
| | | | | | - Eelco W Hoving
- Princess Máxima Center for Pediatric Oncology, Department of Neuro-oncology, Utrecht, The Netherlands
| | - Roger J Packer
- The Brain Tumor Institute, Center for Neuroscience and Behavioral Medicine, Children's National Health System, Washington, DC, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis TN, USA
| | - Sogol Mostoufi-Moab
- Department of Pediatrics, The Children's Hospital of Philadelphia, The University of Pennsylvania Perelman School of Medicine, Philadelphia, PA,USA
| | - Aline M Stades
- Department of Endocrinology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Dannis van Vuurden
- Princess Máxima Center for Pediatric Oncology, Department of Neuro-oncology, Utrecht, The Netherlands
| | - Geert O Janssens
- Princess Máxima Center for Pediatric Oncology, Department of Neuro-oncology, Utrecht, The Netherlands.,Department of Radiation Oncology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Cécile Thomas-Teinturier
- Radiation Epidemiology Group, Center for Research in Epidemiology and Population Health (CESP), Université Paris-Sud XI, Villejuif, France.,Department of Pediatric Endocrinology, APHP, Hôpitaux Paris-Sud, Site Bicetre, Le Kremlin-Bicetre, France
| | - Robert D Murray
- Department of Endocrinology, Leeds Centre for Diabetes & Endocrinology, Leeds Teaching Hospitals NHS Trust, Leeds, UK.,Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | - Natascia Di Iorgi
- Department of Pediatrics, Istituto Giannina Gaslini, University of Genova, Genova, Italy
| | - Sebastian J C M M Neggers
- Department of Internal Medicine, Endocrinology Section, Pituitary Center Rotterdam, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Joel Thompson
- Division of Hematology/Oncology/BMT, Children's Mercy Hospitals and Clinics, Kansas City, Missouri, USA
| | - Andrew A Toogood
- Department of Endocrinology, Queen Elizabeth Hospital Birmingham, Birmingham, UK
| | - Helena Gleeson
- Department of Endocrinology, Queen Elizabeth Hospital Birmingham, Birmingham, UK
| | - Cecilia Follin
- Department of Oncology, Skåne University Hospital, Lund, Sweden
| | - Edit Bardi
- Department of Pediatrics and Adolescent Medicine, Kepler Universitätsklinikum, Linz, Austria.,St Anna Childrens Hospital, Vienna, Austria
| | - Lilibeth Torno
- Division of Pediatric Oncology, CHOC Children's Hospital/University of California, Orange, CA, USA
| | - Briana Patterson
- Emory University School of Medicine; Atlanta, GA, USA.,Aflac Cancer and Blood Disorders Center of Children's Healthcare of Atlanta, Atlanta, GA,USA
| | - Vera Morsellino
- DOPO Clinic, Division of Pediatric Hematology/Oncology, IRCCS Istituto Giannina Gaslini, Genova, Italy
| | - Grit Sommer
- Swiss Childhood Cancer Registry, Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.,Pediatric Endocrinology, Diabetology and Metabolism, Department of Pediatrics, Bern University Hospital, University of Bern, Switzerland
| | - Sarah C Clement
- Department of Pediatrics, Amsterdam University Medical Center, location VU University Medical Center, Amsterdam, The Netherlands
| | - Deokumar Srivastava
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis TN, USA
| | - Cecilie E Kiserud
- Department of Oncology, National Advisory Unit on Late Effects after Cancer Treatment, Oslo University Hospital, Oslo, Norway
| | - Alberto Fernandez
- Endocrinology Department, Hospital Universitario de Mostoles, Madrid, Spain
| | - Katrin Scheinemann
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, Kantonsspital Aarau, Aarau, Switzerland.,Division of Pediatric Hematology/Oncology, University Children's Hospital Basel and University of Basel, Basel, Switzerland.,Division of Pediatric Hematology/Oncology, McMaster Children's Hospital and McMaster University, Hamilton, ON, Canada
| | - Sripriya Raman
- Division of Pediatric Endocrinology and Diabetes, Children's Hospital of Pittsburgh, Pittsburgh, PA,USA
| | - Kevin C J Yuen
- Department of Neuroendocrinology and Neurosurgery, Barrow Pituitary Center, Barrow Neurological Institute, University of Arizona College of Medicine, Phoenix, AZ, USA
| | - W Hamish Wallace
- Department of Paediatric Oncology, Royal Hospital for Sick Children, Edinburgh, UK
| | - Louis S Constine
- Departments of Radiation Oncology and Pediatrics, University of Rochester Medical Center, Rochester, NY, USA
| | - Roderick Skinner
- Department of Paediatric and Adolescent Haematology/Oncology, Great North Children's Hospital and Newcastle University Centre for Cancer, Newcastle upon Tyne, UK
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, and Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Leontien C M Kremer
- Princess Máxima Center for Pediatric Oncology, Department of Neuro-oncology, Utrecht, The Netherlands.,Department of Pediatric Oncology, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Wassim Chemaitilly
- Division of Endocrinology and Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Hanneke M van Santen
- Department of Pediatric Endocrinology, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht, The Netherlands
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Basheer F, Dhar P, Samarasinghe RM. Zebrafish Models of Paediatric Brain Tumours. Int J Mol Sci 2022; 23:9920. [PMID: 36077320 PMCID: PMC9456103 DOI: 10.3390/ijms23179920] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 08/25/2022] [Accepted: 08/29/2022] [Indexed: 11/30/2022] Open
Abstract
Paediatric brain cancer is the second most common childhood cancer and is the leading cause of cancer-related deaths in children. Despite significant advancements in the treatment modalities and improvements in the 5-year survival rate, it leaves long-term therapy-associated side effects in paediatric patients. Addressing these impairments demands further understanding of the molecularity and heterogeneity of these brain tumours, which can be demonstrated using different animal models of paediatric brain cancer. Here we review the use of zebrafish as potential in vivo models for paediatric brain tumour modelling, as well as catalogue the currently available zebrafish models used to study paediatric brain cancer pathophysiology, and discuss key findings, the unique attributes that these models add, current challenges and therapeutic significance.
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Affiliation(s)
- Faiza Basheer
- School of Medicine, Deakin University, Geelong, VIC 3220, Australia
- Instiute for Mental and Physical Health and Clinical Translation (IMPACT), Deakin University, Geelong, VIC 3220, Australia
| | - Poshmaal Dhar
- School of Medicine, Deakin University, Geelong, VIC 3220, Australia
- Instiute for Mental and Physical Health and Clinical Translation (IMPACT), Deakin University, Geelong, VIC 3220, Australia
| | - Rasika M. Samarasinghe
- School of Medicine, Deakin University, Geelong, VIC 3220, Australia
- Instiute for Mental and Physical Health and Clinical Translation (IMPACT), Deakin University, Geelong, VIC 3220, Australia
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Trasolini A, Erker C, Cheng S, Crowell C, McFadden K, Moineddin R, Sargent MA, Mata-Mbemba D. MR Imaging of Pediatric Low-Grade Gliomas: Pretherapeutic Differentiation of BRAF V600E Mutation, BRAF Fusion, and Wild-Type Tumors in Patients without Neurofibromatosis-1. AJNR Am J Neuroradiol 2022; 43:1196-1201. [PMID: 35863783 PMCID: PMC9575425 DOI: 10.3174/ajnr.a7574] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 05/24/2022] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE The prognosis and treatment of pediatric low-grade gliomas is influenced by their molecular subtype. MR imaging remains the mainstay for initial work-up and surgical planning. We aimed to determine the relationship between imaging patterns and molecular subtypes of pediatric low-grade gliomas. MATERIALS AND METHODS This was a retrospective bi-institutional study for patients diagnosed from 2004 to 2021 with pathologically confirmed pediatric low-grade gliomas molecularly defined as BRAF fusion, BRAF V600E mutant, or wild-type (which is neither BRAF V600E mutant nor BRAF fusion). Two neuroradiologists, blinded, independently reviewed imaging parameters from diagnostic MRIs, and discrepancies were resolved by consensus. Bivariate analysis was used followed by pair-wise comparison of the Dwass-Steel-Critchlow-Fligner method to compare the 3 molecular subtypes. Interreader agreement was assessed using κ. RESULTS We included 70 patients: 30 BRAF fusion, 19 BRAF V600E mutant, and 21 wild-type. There was substantial agreement between the readers for overall imaging variables (κ = 0.75). BRAF fusion tumors compared with BRAF V600E and wild-type tumors were larger (P = .0022), and had a greater mass effect (P = .0053), increased frequency of hydrocephalus (P = .0002), and diffuse enhancement (p <.0001). BRAF V600E mutant tumors were more often hemispheric (P < .0001), appeared more infiltrative (P = .0002), and, though infrequent, were the only group demonstrating diffusion restriction (qualitatively; P = .0042) with a lower ADC ratio (quantitatively) (P = .003). CONCLUSIONS BRAF fusion and BRAF V600E mutant pediatric low-grade gliomas have unique imaging features that can be used to differentiate them from each other and wild-type pediatric low-grade glioma using a standard radiology review with high interreader agreement. In the era of targeted therapy, these features can be useful for therapeutic planning before surgery.
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Affiliation(s)
- A Trasolini
- From the IWK Health Centre (A.T., C.E., C.C., K.M., D.M.-M.), Halifax, Nova Scotia, Canada
- Dalhousie University Medical School (A.T.), Halifax, Nova Scotia, Canada
| | - C Erker
- From the IWK Health Centre (A.T., C.E., C.C., K.M., D.M.-M.), Halifax, Nova Scotia, Canada
- Departments of Pediatrics (C.E.)
| | - S Cheng
- Division of Hematology, Oncology, and Bone Marrow Transplant (S.C.), Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - C Crowell
- From the IWK Health Centre (A.T., C.E., C.C., K.M., D.M.-M.), Halifax, Nova Scotia, Canada
- Faculty of Science (C.C.), Dalhousie University, Halifax, Nova Scotia, Canada
| | - K McFadden
- From the IWK Health Centre (A.T., C.E., C.C., K.M., D.M.-M.), Halifax, Nova Scotia, Canada
- Pathology (K.M.)
| | - R Moineddin
- University of Toronto Dalla Lana School of Public Health (R.M.), Toronto, Ontario, Canada
| | - M A Sargent
- Department of Radiology (M.A.S.), British Columbia Children's Hospital and University of British Columbia, Vancouver, British Columbia, Canada
| | - D Mata-Mbemba
- From the IWK Health Centre (A.T., C.E., C.C., K.M., D.M.-M.), Halifax, Nova Scotia, Canada
- Diagnostic Radiology (D.M.-M.)
- Department of Diagnostic Imaging (D.M.-M.), IWK Health Centre, Halifax, Nova Scotia, Canada
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43
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Parkhurst S, Ferguson-Paul K. Back Arching and Back Pain in a 2-year-old Girl. Pediatr Rev 2022; 43:394-396. [PMID: 35773534 DOI: 10.1542/pir.2022-003707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Affiliation(s)
| | - Kenice Ferguson-Paul
- University of Tennessee Health Sciences Center, Memphis, TN.,Department of Pediatrics, Le Bonheur Children's Hospital, Memphis, TN
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44
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Affiliation(s)
- Alan R Cohen
- From the Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore
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45
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Capone S, Ketonen L, Weathers SP, Subbiah V. Activity of Pemigatinib in Pilocytic Astrocytoma and FGFR1N546K Mutation. JCO Precis Oncol 2022; 6:e2100371. [PMID: 35507888 PMCID: PMC9200395 DOI: 10.1200/po.21.00371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Revised: 01/26/2022] [Accepted: 03/16/2022] [Indexed: 11/20/2022] Open
Affiliation(s)
- Stephen Capone
- Department of Neurosurgery, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Leena Ketonen
- Department of Diagnostic Imaging, MD Anderson Cancer Center, Houston, TX
| | - Shiao-Pei Weathers
- Department of Neuro-Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Vivek Subbiah
- Department of Investigational Cancer Therapeutics, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
- Division of Pediatrics, The University of Texas MD Anderson Cancer Center, Houston, TX
- MD Anderson Cancer Network, The University of Texas MD Anderson Cancer Center, Houston, TX
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46
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Picariello S, Cerbone M, D’Arco F, Gan HW, O’Hare P, Aquilina K, Opocher E, Hargrave D, Spoudeas HA. A 40-Year Cohort Study of Evolving Hypothalamic Dysfunction in Infants and Young Children (<3 years) with Optic Pathway Gliomas. Cancers (Basel) 2022; 14:cancers14030747. [PMID: 35159015 PMCID: PMC8833541 DOI: 10.3390/cancers14030747] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Revised: 01/16/2022] [Accepted: 01/27/2022] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Serious, poorly understood health issues affect young children with optic pathway tumours. We studied the risk of developing life-limiting hormonal, metabolic, and neurobehavioural disorders by tumour position, recurrence, and treatment, in those diagnosed under 3 years. We found the highest risk for future complex health issues in those presenting with failure to thrive, under one year of age, and/or a tumour involving a deep midbrain area called the hypothalamus. Time, repeated tumour growth, and salvage therapies (radiotherapy, surgery) contributed. We highlight the need for a better understanding of tumour-induced midbrain injury and for neurobehavioural and hormonal support to inform rehabilitation in the growing years, during and beyond cure, to optimise quality of life for these survivors and their families. This might inform oncology treatment strategies and determine new areas for support and collaborative neuroscience research in this high survival group. Abstract Despite high survival, paediatric optic pathway hypothalamic gliomas are associated with significant morbidity and late mortality. Those youngest at presentation have the worst outcomes. We aimed to assess presenting disease, tumour location, and treatment factors implicated in the evolution of neuroendocrine, metabolic, and neurobehavioural morbidity in 90 infants/children diagnosed before their third birthday and followed-up for 9.5 years (range 0.5–25.0). A total of 52 (57.8%) patients experienced endo-metabolic dysfunction (EMD), the large majority (46) of whom had hypothalamic involvement (H+) and lower endocrine event-free survival (EEFS) rates. EMD was greatly increased by a diencephalic syndrome presentation (85.2% vs. 46%, p = 0.001)), H+ (OR 6.1 95% CI 1.7–21.7, p 0.005), radiotherapy (OR 16.2, 95% CI 1.7–158.6, p = 0.017) and surgery (OR 4.8 95% CI 1.3–17.2, p = 0.015), all associated with anterior pituitary disorders. Obesity occurred in 25% of cases and was clustered with the endocrinopathies. Neurobehavioural deficits occurred in over half (52) of the cohort and were associated with H+ (OR 2.5 95% C.I. 1.1–5.9, p = 0.043) and radiotherapy (OR 23.1 C.I. 2.9–182, p = 0.003). Very young children with OPHG carry a high risk of endo-metabolic and neurobehavioural comorbidities which deserve better understanding and timely/parallel support from diagnosis to improve outcomes. These evolve in complex, hierarchical patterns over time whose aetiology appears predominantly determined by injury from the hypothalamic tumour location alongside adjuvant treatment strategies.
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Affiliation(s)
- Stefania Picariello
- Neuro-Oncology Unit, Department of Paediatric Oncology, Santobono-Pausilipon Children’s Hospital, 80123 Naples, Italy;
- Department of Woman, Child and General and Specialized Surgery, University of Campania Luigi Vanvitelli, 80138 Naples, Italy
| | - Manuela Cerbone
- Department of Endocrinology, Great Ormond Street Hospital for Children, London WC1N 3JH, UK; (H.-W.G.); (H.A.S.)
- Section of Molecular Basis of Rare Disease, University College London Great Ormond Street Hospital Institute of Child Health, London WC1N 1EH, UK
- Correspondence:
| | - Felice D’Arco
- Department of Radiology, Great Ormond Street Hospital for Children, London WC1N 3JH, UK
| | - Hoong-Wei Gan
- Department of Endocrinology, Great Ormond Street Hospital for Children, London WC1N 3JH, UK; (H.-W.G.); (H.A.S.)
- Section of Molecular Basis of Rare Disease, University College London Great Ormond Street Hospital Institute of Child Health, London WC1N 1EH, UK
| | - Patricia O’Hare
- Department of Oncology, Great Ormond Street Hospital for Children, London WC1N 3JH, UK; (P.O.); (E.O.); (D.H.)
| | - Kristian Aquilina
- Department of Neurosurgery, Great Ormond Street Hospital for Children, London WC1N 3JH, UK;
| | - Enrico Opocher
- Department of Oncology, Great Ormond Street Hospital for Children, London WC1N 3JH, UK; (P.O.); (E.O.); (D.H.)
- Pediatric Hematology, Oncology and Stem Cell Transplant Division, Padua University Hospital, 35128 Padua, Italy
| | - Darren Hargrave
- Department of Oncology, Great Ormond Street Hospital for Children, London WC1N 3JH, UK; (P.O.); (E.O.); (D.H.)
| | - Helen A. Spoudeas
- Department of Endocrinology, Great Ormond Street Hospital for Children, London WC1N 3JH, UK; (H.-W.G.); (H.A.S.)
- Section of Molecular Basis of Rare Disease, University College London Great Ormond Street Hospital Institute of Child Health, London WC1N 1EH, UK
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Phillips NS, Khan RB, Li C, Salehabadi SM, Brinkman TM, Srivastava D, Robison LL, Hudson MM, Krull KR, Sadighi ZS. Seizures' impact on cognition and quality of life in childhood cancer survivors. Cancer 2022; 128:180-191. [PMID: 34468985 PMCID: PMC8678188 DOI: 10.1002/cncr.33879] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 08/04/2021] [Accepted: 08/06/2021] [Indexed: 11/06/2022]
Abstract
BACKGROUND The objective of this study was to determine the impact of seizure-related factors on neurocognitive, health-related quality of life (HRQOL), and social outcomes in survivors of childhood cancer. METHODS Survivors of childhood cancer treated at St. Jude Children's Hospital (n = 2022; 48.3% female; median age, 31.5 years; median time since diagnosis, 23.6 years) completed neurocognitive testing and questionnaires. The presence, severity, resolution, and treatment history of seizures were abstracted from medical records. Adjusting for the age at diagnosis, sex, and prior cancer therapy, multivariable models examined the impact of seizures on neurocognitive and HRQOL outcomes. Mediation analyses were conducted for social outcomes. RESULTS Seizures were identified in 232 survivors (11.5%; 29.9% of survivors with central nervous system [CNS] tumors and 9.0% of those without CNS tumors). In CNS tumor survivors, seizures were associated with poorer executive function and processing speed (P < .02); in non-CNS tumor survivors, seizures were associated with worse function in every domain (P < .05). Among non-CNS survivors, seizure severity was associated with worse processing speed (P = .023), and resolution was associated with better executive function (P = .028) and attention (P = .044). In CNS survivors, seizure resolution was associated with improved attention (P = .047) and memory (P < .02). Mediation analysis revealed that the impact of seizures on social outcomes was mediated by neurocognitive function. CONCLUSIONS Seizures in cancer survivors adversely affect long-term functional and psychosocial outcomes independently of cancer therapy. The resolution of seizure occurrence is associated with better outcomes. Seizure severity is associated with poorer outcomes and should be a focus of clinical management and patient education.
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Affiliation(s)
- Nicholas S. Phillips
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Raja B. Khan
- Division of Neurology, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Chenghong Li
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | | | - Tara M. Brinkman
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Deokumar Srivastava
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Leslie L. Robison
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Melissa M. Hudson
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Kevin R. Krull
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Zsila S. Sadighi
- Division of Neurology, St. Jude Children’s Research Hospital, Memphis, Tennessee
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48
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Liu HQ, Li WX, An YW, Wu T, Jiang GY, Dong Y, Chen WX, Wang JC, Wang C, Song S. Integrated analysis of the genomic and transcriptional profile of gliomas with isocitrate dehydrogenase-1 and tumor protein 53 mutations. Int J Immunopathol Pharmacol 2022; 36:3946320221139262. [PMID: 36377597 PMCID: PMC9669701 DOI: 10.1177/03946320221139262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Background: The gene mutation of isocitrate dehydrogenase-1 (IDH1)
is commonly found in LGG and some GBM patients and usually carries tumor protein
53 (TP53) mutations. However, the underlying mechanisms on both mutations of
glioma patients in IDH1 and TP53 are still unclear. Aim: To find
the potential target markers in GBM and LGG patients with IDH1 and TP53
mutation.Method: A total of 1122 glioma patients from The
Cancer Genome Atlas were enrolled and divided as wild-type (without IDH1 and
TP53 mutations) or both mutant (both IDH1 and TP53 mutations). The data of
clinicopathological characteristics, mRNA, mutations, and copy number alteration
were analyzed. Results: IDH1 and TP53 mutations, not gene
expression, affect the survival probability of GBM and LGG patients, which might
be related to neuron function, immune function, tumor invasion, and metastasis.
The effects of the selected gene (EMILIN3, SAA1, VSTM2A, HAMP, IFT80, and CHIC2)
on glioma patients could be regulated by IDH1 and TP53 mutations and had a
higher survival possibility in these patients. Conclusions: The
selected genes in GBM and LGG patients with IDH1 and TP53 mutations could be a
potential prognosis marker in the future.
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Affiliation(s)
- Han-Qing Liu
- Central Laboratory, Shenzhen Samii Medical Center, Shenzhen, P.R. China
| | - Wei-Xin Li
- Department of Neurosurgery, Shenzhen Samii Medical Center, Shenzhen, P.R. China
| | - Ya-Wen An
- Central Laboratory, Shenzhen Samii Medical Center, Shenzhen, P.R. China
| | - Tao Wu
- Department of Neurosurgery, Peking University Shenzhen Hospital, Shenzhen, P.R. China
| | - Guang-Yu Jiang
- Department of Neurosurgery, Shenzhen Samii Medical Center, Shenzhen, P.R. China
| | - Yu Dong
- Department of Neurosurgery, Shenzhen Samii Medical Center, Shenzhen, P.R. China
| | - Wei-Xin Chen
- Central Laboratory, Shenzhen Samii Medical Center, Shenzhen, P.R. China
| | - Jian-Chun Wang
- Central Laboratory, Shenzhen Samii Medical Center, Shenzhen, P.R. China
| | - Cheng Wang
- Department of Neurosurgery, Shenzhen Samii Medical Center, Shenzhen, P.R. China
| | - Shuo Song
- Central Laboratory, Shenzhen Samii Medical Center, Shenzhen, P.R. China
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Galanis E, Wen PY, de Groot JF, Weller M. Isocitrate Dehydrogenase Wild-type Glial Tumors, Including Glioblastoma. Hematol Oncol Clin North Am 2021; 36:113-132. [PMID: 34756799 DOI: 10.1016/j.hoc.2021.08.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Isocitrate dehydrogenase (IDH) 1 and 2 mutations represent essential components for the diagnosis of diffuse astrocytic tumors and oligodendroglioma. IDH wild-type glial tumors include a wide spectrum of tumors with differences in prognosis and recommended therapeutic approaches. Tumors characterized as molecular glioblastoma in the World Health Organization 2021 classification should be treated according to the glioblastoma therapeutic principles and included in glioblastoma trials. Improving on existing treatments options including targeted and immunotherapy approaches is imperative for most patients with IDH wild-type glial tumors, and enrollment in clinical trials is encouraged.
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Affiliation(s)
- Evanthia Galanis
- Department of Oncology, Mayo Clinic, 200 First Street Southwest, Rochester, MN 55905, USA.
| | - Patrick Y Wen
- Neuro-oncology, Dana-Farber Cancer Institute, 450 Brookline Avenue, Shields Warren 430 D, Boston, MA 02215, USA
| | - John F de Groot
- Department of Neurological Surgery, University of California San Francisco, 505 Parnassus Avenue, San Francisco, CA 94143, USA
| | - Michael Weller
- Department of Neurology, University Hospital and University of Zurich, Frauenklinikstrasse 26, Zurich 8091, Switzerland
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50
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Maciel J, Dias D, Cavaco D, Donato S, Pereira MC, Simões-Pereira J. Growth hormone deficiency and other endocrinopathies after childhood brain tumors: results from a close follow-up in a cohort of 242 patients. J Endocrinol Invest 2021; 44:2367-2374. [PMID: 33683662 DOI: 10.1007/s40618-021-01541-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 02/19/2021] [Indexed: 10/22/2022]
Abstract
PURPOSE Brain tumors are the most common solid tumor in children. The prevalence of survivors from these cancers has been increasing, presenting endocrine sequelae in more than 40% of the cases. Our aim was to characterize the endocrinopathies diagnosed in this population, exploring the outcomes of growth hormone treatment. METHODS We have performed a retrospective analysis of the survivors that were followed-up through a close protocol at our endocrine late-effects clinic. RESULTS 242 survivors, followed during 6.4 (0-23.4) years, were considered. The median age at tumor diagnosis was 6.7 (0-18) years and pilocytic astrocytoma was the most frequent neoplasm (33.5%). The prevalence of endocrinopathies was of 71.5%, with growth hormone deficiency being the most frequent (52.9%). An indirect correlation between the age at the beginning of somatropin and growth velocity in the first year of treatment was observed. Those treated with craniospinal radiotherapy presented a smaller final upper/lower segments ratio comparing with those that only received cranial radiotherapy. However, their final height was not compromised when compared to their family height target. We found pubertal delay in 12%; accelerated/precocious puberty in 13.2%; central and primary hypogonadism in 21.9% and 3.3%, respectively; primary and central hypothyroidism in 23.6% and 14.5%, respectively; thyroid nodules in 7.4%; ACTH deficiency in 10.3% and diabetes insipidus in 12%. CONCLUSION This study reveals a higher prevalence of endocrinopathies in brain tumors survivors and explores the influence of craniospinal irradiation in the adult body proportions. It reinforces the importance of routine follow-up among survivors.
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Affiliation(s)
- J Maciel
- Endocrinology Department, Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisbon, Portugal.
| | - D Dias
- Endocrinology Department, Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisbon, Portugal
| | - D Cavaco
- Endocrinology Department, Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisbon, Portugal
| | - S Donato
- Endocrinology Department, Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisbon, Portugal
| | - M C Pereira
- Endocrinology Department, Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisbon, Portugal
| | - J Simões-Pereira
- Endocrinology Department, Instituto Português de Oncologia de Lisboa Francisco Gentil, Lisbon, Portugal
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