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Griffiths-King DJ, Delivett C, Peet A, Waite J, Novak J. Limited research investigating the value of MRI in predicting future cognitive morbidity in survivors of paediatric brain tumours: A systematic-review and call to action for clinical neuroimaging researchers. PLoS One 2025; 20:e0314721. [PMID: 39883618 PMCID: PMC11781722 DOI: 10.1371/journal.pone.0314721] [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: 07/22/2024] [Accepted: 11/14/2024] [Indexed: 02/01/2025] Open
Abstract
Survivors of pediatric brain tumours are at a high risk of cognitive morbidity. Reliable individual-level predictions regarding the likelihood, degree, and affected domains of cognitive impairment would be clinically beneficial. While established risk factors exist, quantitative MRI analysis may enhance predictive value, above and beyond current clinical risk models. This systematic review addresses the question: "Do MRI markers predict future cognitive functioning in pediatric brain tumour survivors?" We conducted a comprehensive search for studies published up to March 2024 that assessed MRI variables as predictors of later neuropsychological outcomes in pediatric brain tumour patients. Only studies that acquired MRI scans at an earlier timepoint to predict subsequent cognitive test performance were included. Surprisingly, few studies met these criteria, with identified research focusing primarily on MRI measures of cerebellar and white matter damage as features in predicting cognitive outcomes. Ultimately, this review reveals a limited literature, characterized by small sample sizes and poor-quality studies, placing findings at high risk of bias. Consequently, the quality and conclusions drawn from the existing research are constrained, especially in the context of prediction studies. Given the significant implications for this clinical population, this review highlights the urgent need for further investigation and a 'call to action' for medical imaging researchers in pediatric neuro-oncology.
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Affiliation(s)
| | - Christopher Delivett
- Aston Institute of Health and Neurodevelopment, Aston University, Birmingham, United Kingdom
| | - Andrew Peet
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
- Birmingham Women’s and Children’s Hospital NHS Foundation Trust, Institute of Child Health, Birmingham, United Kingdom
| | - Jane Waite
- Aston Institute of Health and Neurodevelopment, Aston University, Birmingham, United Kingdom
| | - Jan Novak
- Aston Institute of Health and Neurodevelopment, Aston University, Birmingham, United Kingdom
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A prospective behavioral and imaging study exploring the impact on long-term memory of radiotherapy delivered for a brain tumor in childhood and adolescence. Clin Transl Radiat Oncol 2022; 33:7-14. [PMID: 34988299 PMCID: PMC8703178 DOI: 10.1016/j.ctro.2021.10.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 10/20/2021] [Accepted: 10/23/2021] [Indexed: 12/02/2022] Open
Abstract
Common long-term memory defects after pediatric brain tumor affect school achievement The hippocampi, the cerebellum and cerebellar-cortical networks play a role in several memory systems. This study will provide long-term neuropsychological data about four different memory systems. We will investigate the correlations between neuropsychological, neuroimaging and radiotherapy dose data. Imaging will be structural (3DT1), microstructural (DTI), functional (rs-fMRI), vascular (ASL) and metabolic (spectroscopy).
Background Posterior fossa tumors represent two thirds of brain tumors in children. Although progress in treatment has improved survival rates over the past few years, long-term memory impairments in survivors are frequent and have an impact on academic achievement. The hippocampi, cerebellum and cerebellar-cortical networks play a role in several memory systems. They are affected not only by the location of the tumor itself and its surgical removal, but also by the supratentorial effects of complementary treatments, particularly radiotherapy. The IMPALA study will investigate the impact of irradiation doses on brain structures involved in memory, especially the hippocampi and cerebellum. Methods/design In this single-center prospective behavioral and neuro-imaging study, 90 participants will be enrolled in three groups. The first two groups will include patients who underwent surgery for a posterior fossa brain tumor in childhood, who are considered to be cured, and who completed treatment at least 5 years earlier, either with radiotherapy (aggressive brain tumor; Group 1) or without (low-grade brain tumor; Group 2). Group 3 will include control participants matched with Group 1 for age, sex, and handedness. All participants will perform an extensive battery of neuropsychological tests, including an assessment of the main memory systems, and undergo multimodal 3 T MRI. The irradiation dose to the different brain structures involved in memory will be collected from the initial radiotherapy dosimetry. Discussion This study will provide long-term neuropsychological data about four different memory systems (working memory, episodic memory, semantic memory, and procedural memory) and the cognitive functions (attention, language, executive functions) that can interfere with them, in order to better characterize memory deficits among the survivors of brain tumors. We will investigate the correlations between neuropsychological and neuroimaging data on the structural (3DT1), microstructural (DTI), functional (rs-fMRI), vascular (ASL) and metabolic (spectroscopy) impact of the tumor and irradiation dose. This study will thus inform the setting of dose constraints to spare regions linked to the development of cognitive and memory functions. Trial registration ClinicalTrials.gov: NCT04324450, registered March 27, 2020, updated January 25th, 2021. Retrospectively registered, https://www.clinicaltrials.gov/ct2/show/NCT04324450.
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Key Words
- 3DT1, T1-weighted imaging
- CMS, Children's Memory Scale
- DFA, discriminating factor analysis
- DTI, diffusion tensor imaging
- IQ, intellectual quotient
- MEM-III, Wechsler Memory Scale
- Magnetic resonance imaging
- Memory
- NTCP, normal tissue complication probability
- PFT, posterior fossa tumor
- Posterior fossa brain tumor
- Radiotherapy
- SRTT, serial reaction time task
- Spectroscopy
- TCP, tumor control probability
- WAIS, Wechsler Adult Intelligence Scale
- WISC, Wechsler Intelligence Scale for Children
- pCASL, pseudocontinuous arterial spin labeling
- rs-fMRI, resting-state functional magnetic resonance imaging
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Sleurs C, Jacobs S, Counsell SJ, Christiaens D, Tournier JD, Sunaert S, Van Beek K, Uyttebroeck A, Deprez S, Batalle D, Lemiere J. Brain network hubs and cognitive performance of survivors of childhood infratentorial tumors. Radiother Oncol 2021; 161:118-125. [PMID: 34102233 DOI: 10.1016/j.radonc.2021.05.028] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 04/09/2021] [Accepted: 05/31/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND Childhood infratentorial tumor patients frequently suffer from long-term cognitive deficits. As each constituent of their treatment can lead to neurotoxicity, cascade effects can lead to profound reorganization of the underlying brain network, the so-called 'connectome'. However, to date, few studies have assessed the relationship between brain network topology, the functional role of network hubs (i.e. highly connected regions), and neurocognitive outcomes in adult survivors of childhood infratentorial tumors. METHODS In this cross-sectional study, childhood infratentorial tumor survivors (n = 21: pilocytic astrocytoma (n = 8), ependymoma (n = 1) and medulloblastoma (n = 12)) and healthy controls (n = 21) were recruited. Using multishell diffusion-weighted MRI, microstructural organization and topology of supratentorial white matter was investigated; using a voxel-based approach, a fixel-based analysis, and a graph theoretical approach. In addition, neurocognitive subscales of the WAIS-IV intelligence test, and their relationship with nodal strength and network efficiency metrics were assessed. RESULTS Similar to earlier studies, we observed widespread decreases in fractional anisotropy (FA) in patients compared to controls, based on voxel-based analyses. In addition, the fixel-based analyses dissociated macro- from microstructural changes, which were encountered in in infratentorial versus supratentorial brain areas, respectively. Finally, regional reorganization (i.e. differences in local efficiency) occurred mainly in hubs, which suggests a specific vulnerability of these areas. These hubs were not only mostly affected, but also most strongly correlated with the intelligence subscales. CONCLUSION This study suggests that network hubs are functionally important for intellectual outcomes in infratentorial tumor survivors. Furthermore, these regions could be the primary targets of treatment toxicity. Validation of this specific hypothesis in larger samples is required.
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Affiliation(s)
| | - Sandra Jacobs
- Department of Oncology, KU Leuven, Belgium; Department of Pediatric Hematology and Oncology, University Hospitals Leuven, Belgium
| | - Serena J Counsell
- Centre for the Developing Brain, School of Imaging Sciences & Biomedical Engineering, King's College London, United Kingdom
| | - Daan Christiaens
- Centre for the Developing Brain, School of Imaging Sciences & Biomedical Engineering, King's College London, United Kingdom; Department of Imaging and Pathology, KU Leuven, Belgium
| | - J-Donald Tournier
- Centre for the Developing Brain, School of Imaging Sciences & Biomedical Engineering, King's College London, United Kingdom
| | - Stefan Sunaert
- Department of Radiology, University Hospitals Leuven, Belgium; Department of Imaging and Pathology, KU Leuven, Belgium
| | - Karen Van Beek
- Department of Radiotherapy, University Hospitals Leuven, Belgium
| | - Anne Uyttebroeck
- Department of Oncology, KU Leuven, Belgium; Department of Pediatric Hematology and Oncology, University Hospitals Leuven, Belgium
| | - Sabine Deprez
- Department of Imaging and Pathology, KU Leuven, Belgium
| | - Dafnis Batalle
- Centre for the Developing Brain, School of Imaging Sciences & Biomedical Engineering, King's College London, United Kingdom; Department of Forensic and Neurodevelopmental Science, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Jurgen Lemiere
- Department of Pediatric Hematology and Oncology, University Hospitals Leuven, Belgium
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Zilli T, Dolcemascolo V, Passone E, Maieron M, De Colle MC, Skrap M, Ius T, Liguoro I, Venchiarutti M, Cogo P, Tomasino B. A multimodal approach to the study of children treated for posterior fossa tumor: A review of the literature and a pilot study. Clin Neurol Neurosurg 2021; 207:106819. [PMID: 34274656 DOI: 10.1016/j.clineuro.2021.106819] [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: 05/03/2021] [Revised: 06/24/2021] [Accepted: 07/02/2021] [Indexed: 11/18/2022]
Abstract
OBJECTIVE The aims of the present study were: (1) to review the literature on long-lasting cognitive sequelae in children treated for Posterior Fossa Tumor and (2) to investigate anatomic functional relations in a case series of 7 children treated for PFT using magnetic resonance imaging (MRI) post-processing methods. METHODS We retrospectively analyzed MRIs of children who underwent complete surgical resection of PFT and performed extensive neuropsychological evaluation. Tumor, ventricular volumes, and VPS insertion site were drawn on T1 volumetric MRI scans and normalized to a pediatric template. Children showed worse performances on tasks tapping executive functions, memory, visuo-motor precision, and expressive language. RESULTS Volumes of interest related to these functions showed a maximum overlap on the left vermis and the lateral ventricle enlargement, except for impaired narrative fluency -which was associated with left lateral ventricle enlargement- and narrative memory -which was related to the right vermis and the enlarged fourth ventricle. CONCLUSION Results suggest that anatomic functional relations in children treated for PFT are related to a combination of different pathophysiological factors.
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Affiliation(s)
- Tiziana Zilli
- Scientific Institute Eugenio Medea, Via della Bontà n. 7, 33078 San Vito al Tagliamento, PN, Italy.
| | - Valentina Dolcemascolo
- Division of Pediatrics, Department of Medicine, University Hospital of Udine, Piazzale S.M. della Misericordia 15, 33100, Italy
| | - Eva Passone
- Division of Pediatrics, Department of Medicine, University Hospital of Udine, Piazzale S.M. della Misericordia 15, 33100, Italy
| | - Marta Maieron
- Department of Medical Physics, University Hospital of Udine, P.le S.M. della Misericordia 15, 33100, Italy
| | - Maria Cristina De Colle
- Department of Neuroradiology, University Hospital of Udine, P.le S.M. della Misericordia 15, 33100, Italy
| | - Miran Skrap
- Department of Neurosurgery, University Hospital of Udine, P.le S.M. della Misericordia 15, 33100, Italy
| | - Tamara Ius
- Department of Neurosurgery, University Hospital of Udine, P.le S.M. della Misericordia 15, 33100, Italy
| | - Ilaria Liguoro
- Division of Pediatrics, Department of Medicine, University Hospital of Udine, Piazzale S.M. della Misericordia 15, 33100, Italy
| | - Martina Venchiarutti
- Division of Pediatrics, Department of Medicine, University Hospital of Udine, Piazzale S.M. della Misericordia 15, 33100, Italy; Child Neuropsychiatry, Department of Surgical Sciences, Dentistry, Gynecology and Pediatrics, University of Verona, P.le L.A. Scuro 10, 37134, Italy
| | - Paola Cogo
- Division of Pediatrics, Department of Medicine, University Hospital of Udine, Piazzale S.M. della Misericordia 15, 33100, Italy
| | - Barbara Tomasino
- Scientific Institute Eugenio Medea, Via della Bontà n. 7, 33078 San Vito al Tagliamento, PN, Italy
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Clark SV, Semmel ES, Aleksonis HA, Steinberg SN, King TZ. Cerebellar-Subcortical-Cortical Systems as Modulators of Cognitive Functions. Neuropsychol Rev 2021; 31:422-446. [PMID: 33515170 DOI: 10.1007/s11065-020-09465-1] [Citation(s) in RCA: 55] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Accepted: 11/10/2020] [Indexed: 02/07/2023]
Abstract
Over the past few decades, research has established that the cerebellum is involved in executive functions; however, its specific role remains unclear. There are numerous theories of cerebellar function and numerous cognitive processes falling under the umbrella of executive function, making investigations of the cerebellum's role in executive functioning challenging. In this review, we explored the role of the cerebellum in executive functioning through clinical and cognitive neuroscience frameworks. We reviewed the neuroanatomical systems and theoretical models of cerebellar functions and the multifaceted nature of executive functions. Using attention deficit hyperactivity disorder and cerebellar tumor as clinical developmental models of cerebellar dysfunction, and the functional magnetic resonance imaging literature, we reviewed evidence for cerebellar involvement in specific components of executive function in childhood, adolescence, and adulthood. There is evidence for posterior cerebellar contributions to working memory, planning, inhibition, and flexibility, but the heterogeneous literature that largely was not designed to study the cerebellum makes it difficult to determine specific functions of the cerebellum or cerebellar regions. In addition, while it is clear that cerebellar insult in childhood affects executive function performance later in life, more work is needed to elucidate the mechanisms by which executive dysfunction occurs and its developmental course. The limitations of the current literature are discussed and potential directions for future research are provided.
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Affiliation(s)
- Sarah V Clark
- Department of Psychology, Georgia State University, GA, 30303, Atlanta, USA
| | - Eric S Semmel
- Department of Psychology, Georgia State University, GA, 30303, Atlanta, USA
| | - Holly A Aleksonis
- Department of Psychology, Georgia State University, GA, 30303, Atlanta, USA
| | | | - Tricia Z King
- Department of Psychology, Georgia State University, GA, 30303, Atlanta, USA. .,Neuroscience Institute, Georgia State University, GA, 30303, Atlanta, USA.
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Neuroimaging Biomarkers and Neurocognitive Outcomes in Pediatric Medulloblastoma Patients: a Systematic Review. THE CEREBELLUM 2021; 20:462-480. [PMID: 33417160 DOI: 10.1007/s12311-020-01225-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 12/06/2020] [Indexed: 10/22/2022]
Abstract
Medulloblastoma is a malign posterior fossa brain tumor, mostly occurring in childhood. The CNS-directed chemoradiotherapy treatment can be very harmful to the developing brain and functional outcomes of these patients. However, what the underlying neurotoxic mechanisms are remain inconclusive. Hence, this review summarizes the existing literature on the association between advanced neuroimaging and neurocognitive changes in patients that were treated for pediatric medulloblastoma. The PubMed/Medline database was extensively screened for studies investigating the link between cognitive outcomes and multimodal magnetic resonance (MR) imaging in childhood medulloblastoma survivors. A behavioral meta-analysis was performed on the available IQ scores. A total of 649 studies were screened, of which 22 studies were included. Based on this literature review, we conclude medulloblastoma patients to be at risk for white matter volume loss, more frequent white matter lesions, and changes in white matter microstructure. Such microstructural alterations were associated with lower IQ, which reached the clinical cut-off in survivors across studies. Using functional MR scans, changes in activity were observed in cerebellar areas, associated with working memory and processing speed. Finally, cerebral microbleeds were encountered more often, but these were not associated with cognitive outcomes. Regarding intervention studies, computerized cognitive training was associated with changes in prefrontal and cerebellar activation and physical training might result in microstructural and cortical alterations. Hence, to better define the neural targets for interventions in pediatric medulloblastoma patients, this review suggests working towards neuroimaging-based predictions of cognitive outcomes. To reach this goal, large multimodal prospective imaging studies are highly recommended.
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Johnson KB, Wei W, Weeraratne D, Frisse ME, Misulis K, Rhee K, Zhao J, Snowdon JL. Precision Medicine, AI, and the Future of Personalized Health Care. Clin Transl Sci 2020; 14:86-93. [PMID: 32961010 PMCID: PMC7877825 DOI: 10.1111/cts.12884] [Citation(s) in RCA: 468] [Impact Index Per Article: 93.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 08/11/2020] [Indexed: 12/16/2022] Open
Abstract
The convergence of artificial intelligence (AI) and precision medicine promises to revolutionize health care. Precision medicine methods identify phenotypes of patients with less‐common responses to treatment or unique healthcare needs. AI leverages sophisticated computation and inference to generate insights, enables the system to reason and learn, and empowers clinician decision making through augmented intelligence. Recent literature suggests that translational research exploring this convergence will help solve the most difficult challenges facing precision medicine, especially those in which nongenomic and genomic determinants, combined with information from patient symptoms, clinical history, and lifestyles, will facilitate personalized diagnosis and prognostication.
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Affiliation(s)
- Kevin B. Johnson
- Department of Biomedical InformaticsVanderbilt University Medical CenterNashvilleTennesseeUSA
- Department of PediatricsVanderbilt University Medical CenterNashvilleTennesseeUSA
| | - Wei‐Qi Wei
- Department of Biomedical InformaticsVanderbilt University Medical CenterNashvilleTennesseeUSA
| | | | - Mark E. Frisse
- Department of Biomedical InformaticsVanderbilt University Medical CenterNashvilleTennesseeUSA
| | - Karl Misulis
- Department of Biomedical InformaticsVanderbilt University Medical CenterNashvilleTennesseeUSA
- Department of Clinical NeurologyVanderbilt University Medical CenterNashvilleTennesseeUSA
| | - Kyu Rhee
- IBM Watson HealthCambridgeMassachusettsUSA
| | - Juan Zhao
- Department of Biomedical InformaticsVanderbilt University Medical CenterNashvilleTennesseeUSA
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8
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Liguoro I, Passone E, Zilli T, Maieron M, De Colle MC, Skrap M, Dolcemascolo V, Sommariva G, Cogo P, Tomasino B. Possible association between the integrity of cerebellar pathways and neurocognitive performance in children with posterior fossa tumors. Pediatr Blood Cancer 2020; 67:e28538. [PMID: 32652734 DOI: 10.1002/pbc.28538] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2020] [Revised: 06/04/2020] [Accepted: 06/10/2020] [Indexed: 11/11/2022]
Abstract
BACKGROUND Cerebellar tumor survivors often exhibit neuropsychological deficits that could be related to alterations in cerebro-cerebellar networks. This is a pilot study designed to understand if diffusion tensor imaging (DTI)-based tractography is able to identify possible correlations between cerebellar white matter structure and cognitive outcome in children on long-term follow-up for posterior fossa (PF) tumors who were thoroughly assessed for neuropsychological functioning. METHODS DTI-based tractography was performed in pediatric patients with PF tumors. Fractional anisotropy (FA) and volumetric measurements of spinocerebellar, dentorubrothalamocortical and corticopontocerebellar tracts were analyzed. Cognitive and neuropsychological functioning was assessed by the Wechsler Intelligence Scale for Children-IV Edition (WISC-IV) and the Developmental Neuropsychological Assessment (NEPSY II). The associations between Full-Scale Intelligence Quotient (FSIQ), NEPSY-II scores, and fiber tracts were tested by the Spearman rank correlation coefficient. RESULTS Seven patients (median age at diagnosis five years, range, 3-13) treated for medulloblastoma (2/7; 29%) and pilocytic astrocytoma (5/7; 71%) were retrospectively evaluated. All children had complete surgery. The median FSIQ was 84 (range, 67-93). Patients presented with several deficits on many NEPSY-II tasks; in particular, memory was impaired in nearly half of them. FSIQ and neurocognitive tasks significantly correlated with specific corticopontocerebellar tracts. CONCLUSION Children on follow-up for PF tumor showed scattered cognitive impairments, including deficits in long-term and immediate memory. Tractography allowed us to describe a possible association between the integrity of cerebellar pathways and neurocognitive performance, suggesting that the myelinization of these fibers may represent an indicator for the development of long-term cognitive sequelae.
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Affiliation(s)
- Ilaria Liguoro
- Division of Pediatrics, Department of Medicine-DAME, University of Udine, Udine, Italy
| | - Eva Passone
- Division of Pediatrics, University Hospital of Udine, Udine, Italy
| | - Tiziana Zilli
- San Vito al Tagliamento, Pordenone, Scientific Institute Eugenio Medea, Italy
| | - Marta Maieron
- Department of Medical Physics, University Hospital of Udine, Udine, Italy
| | | | - Miran Skrap
- Department of Neurosurgery, University Hospital of Udine, Udine, Italy
| | | | - Giulia Sommariva
- Division of Pediatrics, Department of Medicine-DAME, University of Udine, Udine, Italy.,Child Neuropsychiatry, Department of Surgical Sciences, Dentistry, Gynecology and Pediatrics, University of Verona, Verona, Italy
| | - Paola Cogo
- Division of Pediatrics, Department of Medicine-DAME, University of Udine, Udine, Italy.,Division of Pediatrics, University Hospital of Udine, Udine, Italy
| | - Barbara Tomasino
- San Vito al Tagliamento, Pordenone, Scientific Institute Eugenio Medea, Italy
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Pazzaglia S, Briganti G, Mancuso M, Saran A. Neurocognitive Decline Following Radiotherapy: Mechanisms and Therapeutic Implications. Cancers (Basel) 2020; 12:cancers12010146. [PMID: 31936195 PMCID: PMC7017115 DOI: 10.3390/cancers12010146] [Citation(s) in RCA: 62] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 01/02/2020] [Accepted: 01/06/2020] [Indexed: 02/07/2023] Open
Abstract
The brain undergoes ionizing radiation (IR) exposure in many clinical situations, particularly during radiotherapy for malignant brain tumors. Cranial radiation therapy is related with the hazard of long-term neurocognitive decline. The detrimental ionizing radiation effects on the brain closely correlate with age at treatment, and younger age associates with harsher deficiencies. Radiation has been shown to induce damage in several cell populations of the mouse brain. Indeed, brain exposure causes a dysfunction of the neurogenic niche due to alterations in the neuronal and supporting cell progenitor signaling environment, particularly in the hippocampus—a region of the brain critical to memory and cognition. Consequent deficiencies in rates of generation of new neurons, neural differentiation and apoptotic cell death, lead to neuronal deterioration and lasting repercussions on neurocognitive functions. Besides neural stem cells, mature neural cells and glial cells are recognized IR targets. We will review the current knowledge about radiation-induced damage in stem cells of the brain and discuss potential treatment interventions and therapy methods to prevent and mitigate radiation related cognitive decline.
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Affiliation(s)
- Simonetta Pazzaglia
- Laboratory of Biomedical Technologies, ENEA CR-Casaccia, Via Anguillarese 301, 00123 Rome, Italy;
| | - Giovanni Briganti
- Department of Radiation Physics Guglielmo Marconi University, Via Plinio 44, 00193 Rome, Italy;
| | - Mariateresa Mancuso
- Laboratory of Biomedical Technologies, ENEA CR-Casaccia, Via Anguillarese 301, 00123 Rome, Italy;
- Correspondence: (M.M.); (A.S.)
| | - Anna Saran
- Laboratory of Biomedical Technologies, ENEA CR-Casaccia, Via Anguillarese 301, 00123 Rome, Italy;
- Department of Radiation Physics Guglielmo Marconi University, Via Plinio 44, 00193 Rome, Italy;
- Correspondence: (M.M.); (A.S.)
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10
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Fronto-limbic white matter microstructure, behavior, and emotion regulation in survivors of pediatric brain tumor. J Neurooncol 2019; 143:483-493. [PMID: 31073964 DOI: 10.1007/s11060-019-03180-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Accepted: 04/26/2019] [Indexed: 10/26/2022]
Abstract
PURPOSE After treatment, pediatric brain tumor survivors (PBTS) face emotional and behavioral challenges, perhaps due to tumor or treatment-related changes in brain structures involved in emotion regulation, including those with fronto-limbic connections. We hypothesized that relative to healthy controls (HCs), PBTS would exhibit greater difficulties with behavior and emotional functioning, and display reduced mean fractional anisotropy (mFA) in white matter tracts with fronto-limbic connections including the cingulum bundle (CB), inferior fronto-occipital fasciculus (IFOF), and uncinate fasciculus (UF). We further predicted that mFA would account for variance in the relationship between group and emotional/behavioral outcome. METHODS Eleven 8-16 year old PBTS and 14 HCs underwent MRI, including diffusion tensor imaging to assess white matter microstructure. Tractography quantified mFA of selected tracts. Parents rated children's emotional and behavioral functioning. RESULTS Compared to HCs, caregivers of PBTS reported poorer behavioral regulation and greater internalizing and externalizing symptoms. Relative to HCs, PBTS had lower mFA within the bilateral CB, IFOF, and UF (ds = 0.59-1.15). Across groups, several medium-to-large correlations linked tract mFA and increased internalizing, externalizing, and poor behavioral regulation. Tract mFA also accounted for significant variance in the group-outcome association. CONCLUSIONS Reduced mFA in fronto-limbic associated tracts may be associated with reduced behavioral regulation following pediatric brain tumor. PBTS with treatment known to impact white matter may be most susceptible. Research with larger, longitudinal samples should clarify this relationship, allow for multiple mediators across time, and consider factors like tumor and treatment type.
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11
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Reichert JL, Chocholous M, Leiss U, Pletschko T, Kasprian G, Furtner J, Kollndorfer K, Krajnik J, Slavc I, Prayer D, Czech T, Schöpf V, Dorfer C. Neuronal correlates of cognitive function in patients with childhood cerebellar tumor lesions. PLoS One 2017; 12:e0180200. [PMID: 28692686 PMCID: PMC5503240 DOI: 10.1371/journal.pone.0180200] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Accepted: 06/12/2017] [Indexed: 11/26/2022] Open
Abstract
While it has been shown that cerebellar tumor lesions have an impact on cognitive functions, the extent to which they shape distant neuronal pathways is still largely undescribed. Thus, the present neuroimaging study was designed to investigate different aspects of cognitive function and their neuronal correlates in patients after childhood cerebellar tumor surgery. An alertness task, a working memory task and an incompatibility task were performed by 11 patients after childhood cerebellar tumor surgery and 17 healthy controls. Neuronal correlates as reflected by alterations in functional networks during tasks were assessed using group independent component analysis. We were able to identify eight networks involved during task performance: default mode network, precuneus, anterior salience network, executive control network, visual network, auditory and sensorimotor network and a cerebellar network. For the most ‘basic’ cognitive tasks, a weaker task-modulation of default mode network, left executive control network and the cerebellar network was observed in patients compared to controls. Results for higher-order tasks are in line with a partial restoration of networks responsible for higher-order task execution. Our results provide tentative evidence that the synchronicity of brain activity in patients was at least partially restored in the course of neuroplastic reorganization, particularly for networks related to higher-order cognitive processes. The complex activation patterns underline the importance of testing several cognitive functions to assess the specificity of cognitive deficits and neuronal reorganization processes after brain lesions.
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Affiliation(s)
- Johanna L. Reichert
- Institute of Psychology, University of Graz, Graz, Austria
- BioTechMed, Graz, Austria
| | - Monika Chocholous
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
- Comprehensive Cancer Center–CNS Tumors Unit (CCC-CNS), Medical University of Vienna, Vienna, Austria
| | - Ulrike Leiss
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
- Comprehensive Cancer Center–CNS Tumors Unit (CCC-CNS), Medical University of Vienna, Vienna, Austria
| | - Thomas Pletschko
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
- Comprehensive Cancer Center–CNS Tumors Unit (CCC-CNS), Medical University of Vienna, Vienna, Austria
| | - Gregor Kasprian
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Julia Furtner
- Comprehensive Cancer Center–CNS Tumors Unit (CCC-CNS), Medical University of Vienna, Vienna, Austria
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Kathrin Kollndorfer
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Jacqueline Krajnik
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria
- Department of Neurosurgery, Medical University of Vienna, Vienna, Austria
| | - Irene Slavc
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
- Comprehensive Cancer Center–CNS Tumors Unit (CCC-CNS), Medical University of Vienna, Vienna, Austria
| | - Daniela Prayer
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Thomas Czech
- Comprehensive Cancer Center–CNS Tumors Unit (CCC-CNS), Medical University of Vienna, Vienna, Austria
- Department of Neurosurgery, Medical University of Vienna, Vienna, Austria
| | - Veronika Schöpf
- Institute of Psychology, University of Graz, Graz, Austria
- BioTechMed, Graz, Austria
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Christian Dorfer
- Comprehensive Cancer Center–CNS Tumors Unit (CCC-CNS), Medical University of Vienna, Vienna, Austria
- Department of Neurosurgery, Medical University of Vienna, Vienna, Austria
- * E-mail:
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BKM120 induces apoptosis and inhibits tumor growth in medulloblastoma. PLoS One 2017; 12:e0179948. [PMID: 28662162 PMCID: PMC5491106 DOI: 10.1371/journal.pone.0179948] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Accepted: 06/07/2017] [Indexed: 11/19/2022] Open
Abstract
Medulloblastoma (MB) is the most common malignant brain tumor in children, accounting for nearly 20 percent of all childhood brain tumors. New treatment strategies are needed to improve patient survival outcomes and to reduce adverse effects of current therapy. The phosphatidylinositol-3-kinase (PI3K)/AKT/mammalian target of rapamycin (mTOR) intracellular signaling pathway plays a key role in cellular metabolism, proliferation, survival and angiogenesis, and is often constitutively activated in human cancers, providing unique opportunities for anticancer therapeutic intervention. The aim of this study was to evaluate the pre-clinical activity of BKM120, a selective pan-class I PI3K inhibitor, on MB cell lines and primary samples. IC50 values of BKM120 in the twelve MB cell lines tested ranged from 0.279 to 4.38 μM as determined by cell viability assay. IncuCyte ZOOM Live-Cell Imaging system was used for kinetic monitoring of cytotoxicity of BKM120 and apoptosis in MB cells. BKM120 exhibited cytotoxicity in MB cells in a dose and time-dependent manner by inhibiting activation of downstream signaling molecules AKT and mTOR, and activating caspase-mediated apoptotic pathways. Furthermore, BKM120 decreased cellular glycolytic metabolic activity in MB cell lines in a dose-dependent manner demonstrated by ATP level per cell. In MB xenograft mouse study, DAOY cells were implanted in the flank of nude mice and treated with vehicle, BKM120 at 30 mg/kg and 60 mg/kg via oral gavage daily. BKM120 significantly suppressed tumor growth and prolonged mouse survival. These findings help to establish a basis for clinical trials of BKM120, which could be a novel therapy for the treatment of medulloblastoma patients.
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Ailion AS, Hortman K, King TZ. Childhood Brain Tumors: a Systematic Review of the Structural Neuroimaging Literature. Neuropsychol Rev 2017. [DOI: 10.1007/s11065-017-9352-6] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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14
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Biassoni V, Massimino M, Oprandi MC, Clerici CA, Veneroni L, Corti C, Schiavello E, Spreafico F, Poggi G. Rehabilitation for children and young people surviving a brain tumor, and their transition to adult services: the main challenges. ACTA ACUST UNITED AC 2017. [DOI: 10.1080/23809000.2017.1321957] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Veronica Biassoni
- Pediatric Unit, Fondazione IRCCS Istituto Nazionale dei Tumosri, Milano, Italy
| | - Maura Massimino
- Pediatric Unit, Fondazione IRCCS Istituto Nazionale dei Tumosri, Milano, Italy
| | - Maria Chiara Oprandi
- Pediatric Neuro-oncology Rehabilitation, IRCCS Eugenio Medea, Bosisio Parini (LC), Italy
| | - Carlo Alfredo Clerici
- Psychology Unit, Fondazione IRCCS Istituto Nazionale dei tumori, Milano, Italy
- Department of Oncology and Emato-Oncology, Università Statale, Milano, Italy
| | - Laura Veneroni
- Pediatric Unit, Fondazione IRCCS Istituto Nazionale dei Tumosri, Milano, Italy
| | - Claudia Corti
- Pediatric Neuro-oncology Rehabilitation, IRCCS Eugenio Medea, Bosisio Parini (LC), Italy
| | | | - Filippo Spreafico
- Pediatric Unit, Fondazione IRCCS Istituto Nazionale dei Tumosri, Milano, Italy
| | - Geraldina Poggi
- Pediatric Neuro-oncology Rehabilitation, IRCCS Eugenio Medea, Bosisio Parini (LC), Italy
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15
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Synergistic anti-cancer effects of epigenetic drugs on medulloblastoma cells. Cell Oncol (Dordr) 2017; 40:263-279. [PMID: 28429280 DOI: 10.1007/s13402-017-0319-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/14/2017] [Indexed: 12/23/2022] Open
Abstract
PURPOSE Medulloblastomas are aggressive brain malignancies. While considerable progress has been made in the treatment of medulloblastoma patients with respect to overall survival, these patients are still at risk of developing neurologic and cognitive deficits as a result of anti-cancer therapies. It is hypothesized that targeted molecular therapies represent a better treatment option for medulloblastoma patients. Therefore, the aim of the present study was to test a panel of epigenetic drugs for their effect on medulloblastoma cells under mild hypoxic conditions that reflect the physiological concentrations of oxygen in the brain. METHODS Protein levels of histone deacetylase 1 (HDAC1) and DNA methyltransferase 1 (DNMT1) in medulloblastoma-derived cells (Daoy and D283 Med), as well as in developing and differentiated brain cells, were determined and compared. Class I and II histone deacetylase inhibitors (HDACi) and a DNMT inhibitor, 5-aza-2'-deoxycytidine (5-aza-dC), were applied to Daoy and D283 Med cells, and their effects were studied using viability, apoptosis and cancer sphere assays. RESULTS We found that in HDAC1 and DNMT1 overexpressing medulloblastoma-derived cells, cell death was induced under various epigenetic drug conditions tested. At low HDACi concentrations, however, a pro-proliferative effect was observed. Parthenolide, a drug that affects cancer stem cells, was found to be efficient in inducing cell death in both cell lines tested. In contrast, we found that Daoy cells were more resistant to 5-aza-dC than D283 Med cells. When suberoylanilide hydroxamic acid (SAHA) and parthenolide were individually applied to both cell lines in combination with 5-aza-dC, a synergistic effect on cell survival was observed. CONCLUSIONS Our current results suggest that the application of HDACi in combination with drugs that target DNMT may represent a promising option for the treatment of medulloblastoma.
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The Role of the Pediatric Cerebellum in Motor Functions, Cognition, and Behavior: A Clinical Perspective. Neuroimaging Clin N Am 2017; 26:317-29. [PMID: 27423796 DOI: 10.1016/j.nic.2016.03.003] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
This article discusses the contribution of the pediatric cerebellum to locomotion, ocular motor control, speech articulation, cognitive function, and behavior modulation. Hypotheses on cerebellar function are discussed. Clinical features in patients with cerebellar disorders are outlined. Cerebellar abnormalities in cognitive and behavioral disorders are detailed.
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Rico-Varela J, Singh T, McCutcheon S, Vazquez M. EGF as a New Therapeutic Target for Medulloblastoma Metastasis. Cell Mol Bioeng 2015; 8:553-565. [PMID: 26594253 DOI: 10.1007/s12195-015-0395-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Medulloblastoma (MB) is a malignant pediatric brain tumor known for its aggressive metastatic potential. Despite the well-documented migration of MB cells to other parts of the brain and spinal column, MB chemotaxis is poorly understood. Herein, we examined the in vitro migratory and cellular responses of MB-derived cells to external signaling of Epidermal Growth Factor (EGF), hepatocyte growth factor (HGF), platelet-derived growth factor (PDGF-BB), and the stromal cell-derived factors 1-alpha (SDF-1). Experiments utilized transwell assays and immunocytochemistry to identify receptor activation in MB migration, and used a microfluidic platform to examine directionality, trajectory, and gradient-dependence of motile cells. Data illustrates that MB-derived cells respond strongly to EGF in a dosage and gradient-dependent manner with increased EGF-R activation, and show that high EGF gradient fields cause an increased number of cells to migrate longer directed distances. Our results provide evidence that EGF and its receptor play an important role than previously documented in MB chemotactic migration than previously documented and should be considered for developing migration-target therapies against MB metastasis.
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Affiliation(s)
- Jennifer Rico-Varela
- Department of Biomedical Engineering, The City College of New York, 160 Convent Avenue, ST-403D, New York, NY 10031
| | - Tanya Singh
- Department of Biomedical Engineering, The City College of New York, 160 Convent Avenue, ST-403D, New York, NY 10031
| | - Sean McCutcheon
- Department of Biomedical Engineering, The City College of New York, 160 Convent Avenue, ST-403D, New York, NY 10031
| | - Maribel Vazquez
- Department of Biomedical Engineering, The City College of New York, 160 Convent Avenue, ST-403D, New York, NY 10031
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