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Cavatorta C, Meroni S, Montin E, Oprandi MC, Pecori E, Lecchi M, Diletto B, Alessandro O, Peruzzo D, Biassoni V, Schiavello E, Bologna M, Massimino M, Poggi G, Mainardi L, Arrigoni F, Spreafico F, Verderio P, Pignoli E, Gandola L. Retrospective study of late radiation-induced damages after focal radiotherapy for childhood brain tumors. PLoS One 2021; 16:e0247748. [PMID: 33635906 PMCID: PMC7909688 DOI: 10.1371/journal.pone.0247748] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 02/15/2021] [Indexed: 01/30/2023] Open
Abstract
PURPOSE To study a robust and reproducible procedure to investigate a relation between focal brain radiotherapy (RT) low doses, neurocognitive impairment and late White Matter and Gray Matter alterations, as shown by Diffusion Tensor Imaging (DTI), in children. METHODS AND MATERIALS Forty-five patients (23 males and 22 females, median age at RT 6.2 years, median age at evaluations 11.1 years) who had received focal RT for brain tumors were recruited for DTI exams and neurocognitive tests. Patients' brains were parceled in 116 regions of interest (ROIs) using an available segmented atlas. After the development of an ad hoc, home-made, multimodal and highly deformable registration framework, we collected mean RT doses and DTI metrics values for each ROI. The pattern of association between cognitive scores or domains and dose or DTI values was assessed in each ROI through both considering and excluding ROIs with mean doses higher than 75% of the prescription. Subsequently, a preliminary threshold value of dose discriminating patients with and without neurocognitive impairment was selected for the most relevant associations. RESULTS The workflow allowed us to identify 10 ROIs where RT dose and DTI metrics were significantly associated with cognitive tests results (p<0.05). In 5/10 ROIs, RT dose and cognitive tests were associated with p<0.01 and preliminary RT threshold dose values, implying a possible cognitive or neuropsychological damage, were calculated. The analysis of domains showed that the most involved one was the "school-related activities". CONCLUSION This analysis, despite being conducted on a retrospective cohort of children, shows that the identification of critical brain structures and respective radiation dose thresholds is achievable by combining, with appropriate methodological tools, the large amount of data arising from different sources. This supported the design of a prospective study to gain stronger evidence.
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Affiliation(s)
- Claudia Cavatorta
- Medical Physics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Silvia Meroni
- Medical Physics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
- * E-mail:
| | - Eros Montin
- Department of Electronics Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy
| | - Maria C. Oprandi
- Neuro-oncological and Neuropsychological Rehabilitation Unit, Scientific Institute IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Emilia Pecori
- Pediatric Radiotherapy Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Mara Lecchi
- Bioinformatics and Biostatistics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Barbara Diletto
- Pediatric Radiotherapy Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Ombretta Alessandro
- Pediatric Radiotherapy Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Denis Peruzzo
- Neuroimaging Lab, Scientific Institute IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Veronica Biassoni
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Elisabetta Schiavello
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Marco Bologna
- Department of Electronics Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy
| | - Maura Massimino
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Geraldina Poggi
- Neuro-oncological and Neuropsychological Rehabilitation Unit, Scientific Institute IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Luca Mainardi
- Department of Electronics Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy
| | - Filippo Arrigoni
- Neuroimaging Lab, Scientific Institute IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Filippo Spreafico
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Paolo Verderio
- Bioinformatics and Biostatistics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Emanuele Pignoli
- Medical Physics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Lorenza Gandola
- Pediatric Radiotherapy Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
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Montin E, Belfatto A, Bologna M, Meroni S, Cavatorta C, Pecori E, Diletto B, Massimino M, Oprandi MC, Poggi G, Arrigoni F, Peruzzo D, Pignoli E, Gandola L, Cerveri P, Mainardi L. A multi-metric registration strategy for the alignment of longitudinal brain images in pediatric oncology. Med Biol Eng Comput 2020; 58:843-855. [DOI: 10.1007/s11517-019-02109-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Accepted: 12/20/2019] [Indexed: 02/08/2023]
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Tringale KR, Nguyen TT, Karunamuni R, Seibert T, Huynh-Le MP, Connor M, Moiseenko V, Gorman MK, Marshall A, Tibbs MD, Farid N, Simpson D, Sanghvi P, McDonald CR, Hattangadi-Gluth JA. Quantitative Imaging Biomarkers of Damage to Critical Memory Regions Are Associated With Post-Radiation Therapy Memory Performance in Brain Tumor Patients. Int J Radiat Oncol Biol Phys 2019; 105:773-783. [PMID: 31408667 PMCID: PMC6876859 DOI: 10.1016/j.ijrobp.2019.08.003] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2019] [Revised: 05/23/2019] [Accepted: 08/05/2019] [Indexed: 01/06/2023]
Abstract
PURPOSE We used quantitative magnetic resonance imaging to prospectively analyze the association between microstructural damage to memory-associated structures within the medial temporal lobe and longitudinal memory performance after brain radiation therapy (RT). METHODS AND MATERIALS Patients with a primary brain tumor receiving fractionated brain RT were enrolled on a prospective trial (n = 27). Patients underwent high-resolution volumetric brain magnetic resonance imaging, diffusion-weighted imaging, and neurocognitive testing before and 3, 6, and 12 months post-RT. Medial temporal lobe regions (hippocampus; entorhinal, parahippocampal, and temporal pole white matter [WM]) were autosegmented, quantifying volume and diffusion biomarkers of WM integrity (mean diffusivity [MD]; fractional anisotropy [FA]). Reliable change indices measured changes in verbal (Hopkins Verbal Learning Test-Revised) and visuospatial (Brief Visuospatial Memory Test-Revised [BVMT-R]) memory. Linear mixed-effects models assessed longitudinal associations between imaging parameters and memory. RESULTS Visuospatial memory significantly declined at 6 months post-RT (mean reliable change indices, -1.3; P = .012). Concurrent chemotherapy and seizures trended toward a significant association with greater decline in visuospatial memory (P = .053 and P = .054, respectively). Higher mean dose to the left temporal pole WM was significantly associated with decreased FA (r = -0.667; P = .002). Over all time points, smaller right hippocampal volume (P = .021), lower right entorhinal FA (P = .023), greater right entorhinal MD (P = .047), and greater temporal pole MD (BVMT-R total recall, P = .003; BVMT-R delayed recall, P = .042) were associated with worse visuospatial memory. The interaction between right entorhinal MD (BVMT-R total recall, P = .021; BVMT-R delayed recall, P = .004) and temporal pole FA (BVMT-R delayed recall, P = .024) significantly predicted visuospatial memory performance. CONCLUSIONS Brain tumor patients exhibited visuospatial memory decline post-RT. Microstructural damage to critical memory regions, including the hippocampus and medial temporal lobe WM, were associated with post-RT memory decline. The integrity of medial temporal lobe structures is critical to memory performance post-RT, representing possible avoidance targets for memory preservation.
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Affiliation(s)
- Kathryn R Tringale
- Department of Radiation Medicine and Applied Sciences; Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Roshan Karunamuni
- Department of Radiation Medicine and Applied Sciences; Center for Multimodal Imaging and Genetics
| | - Tyler Seibert
- Department of Radiation Medicine and Applied Sciences; Center for Multimodal Imaging and Genetics
| | | | | | | | | | | | | | - Nikdokht Farid
- Department of Radiology, University of California, San Diego, La Jolla, California
| | | | - Parag Sanghvi
- Department of Radiation Medicine and Applied Sciences
| | - Carrie R McDonald
- Department of Radiation Medicine and Applied Sciences; Department of Psychiatry; Center for Multimodal Imaging and Genetics
| | - Jona A Hattangadi-Gluth
- Department of Radiation Medicine and Applied Sciences; Center for Multimodal Imaging and Genetics.
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Marusak HA, Iadipaolo AS, Harper FW, Elrahal F, Taub JW, Goldberg E, Rabinak CA. Neurodevelopmental consequences of pediatric cancer and its treatment: applying an early adversity framework to understanding cognitive, behavioral, and emotional outcomes. Neuropsychol Rev 2018; 28:123-175. [PMID: 29270773 PMCID: PMC6639713 DOI: 10.1007/s11065-017-9365-1] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2017] [Accepted: 11/08/2017] [Indexed: 01/29/2023]
Abstract
Today, children are surviving pediatric cancer at unprecedented rates, making it one of modern medicine's true success stories. However, we are increasingly becoming aware of several deleterious effects of cancer and the subsequent "cure" that extend beyond physical sequelae. Indeed, survivors of childhood cancer commonly report cognitive, emotional, and psychological difficulties, including attentional difficulties, anxiety, and posttraumatic stress symptoms (PTSS). Cognitive late- and long-term effects have been largely attributed to neurotoxic effects of cancer treatments (e.g., chemotherapy, cranial irradiation, surgery) on brain development. The role of childhood adversity in pediatric cancer - namely, the presence of a life-threatening disease and endurance of invasive medical procedures - has been largely ignored in the existing neuroscientific literature, despite compelling research by our group and others showing that exposure to more commonly studied adverse childhood experiences (i.e., domestic and community violence, physical, sexual, and emotional abuse) strongly imprints on neural development. While these adverse childhood experiences are different in many ways from the experience of childhood cancer (e.g., context, nature, source), they do share a common element of exposure to threat (i.e., threat to life or physical integrity). Therefore, we argue that the double hit of early threat and cancer treatments likely alters neural development, and ultimately, cognitive, behavioral, and emotional outcomes. In this paper, we (1) review the existing neuroimaging research on child, adolescent, and adult survivors of childhood cancer, (2) summarize gaps in our current understanding, (3) propose a novel neurobiological framework that characterizes childhood cancer as a type of childhood adversity, particularly a form of early threat, focusing on development of the hippocampus and the salience and emotion network (SEN), and (4) outline future directions for research.
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Affiliation(s)
- Hilary A Marusak
- Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Ave., Suite 2190, Detroit, MI, 48202, USA.
| | - Allesandra S Iadipaolo
- Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Ave., Suite 2190, Detroit, MI, 48202, USA
| | - Felicity W Harper
- Population Studies and Disparities Research Program, Karmanos Cancer Institute, Detroit, MI, USA
- Department of Oncology, School of Medicine, Wayne State University, Detroit, MI, USA
| | - Farrah Elrahal
- Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Ave., Suite 2190, Detroit, MI, 48202, USA
| | - Jeffrey W Taub
- Department of Pediatrics, School of Medicine, Wayne State University, Detroit, MI, USA
- Children's Hospital of Michigan, Detroit, MI, USA
| | - Elimelech Goldberg
- Department of Pediatrics, School of Medicine, Wayne State University, Detroit, MI, USA
- Kids Kicking Cancer, Southfield, MI, USA
| | - Christine A Rabinak
- Department of Pharmacy Practice, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, 259 Mack Ave., Suite 2190, Detroit, MI, 48202, USA
- Department of Pharmaceutical Sciences, Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Detroit, MI, USA
- Department of Psychiatry and Behavioral Neurosciences, School of Medicine, Wayne State University, Detroit, MI, USA
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Watve A, Gupta M, Khushu S, Rana P. Longitudinal changes in gray matter regions after cranial radiation and comparative analysis with whole body radiation: a DTI study. Int J Radiat Biol 2018; 94:532-541. [PMID: 29659316 DOI: 10.1080/09553002.2018.1466064] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
PURPOSE Radiation-induced white matter changes are well known and vastly studied. However, radiation-induced gray matter alterations are still a research question. In the present study, these changes were assessed in a longitudinal manner using Diffusion Tensor Imaging (DTI) and further compared for cranial and whole body radiation exposure. MATERIALS AND METHODS Male mice (C57BL/6) were irradiated with cranial or whole body radiation followed by DTI study at 7T animal MRI system during predose, subacute and early delayed phases of radiation sickness. Fractional anisotropy (FA) and mean diffusivity (MD) values were obtained from brain's gray matter regions. RESULTS Decreased FA with increased MD was observed prominently in animals exposed to cranial radiation showing most changes at 8 months post irradiation. However, whole body radiation induced FA changes were mostly observed at 1 month post irradiation as compared to controls. CONCLUSIONS The differential response after whole body and cranial irradiation observed in the study depicts that radiation exposure of 5 Gy could induce permanent alterations in gray matter regions prominently as observed in Caudoputamen region at all the time points. Thus, our study has bolstered the role of DTI to probe microstructural changes in gray matter regions of brain after radiation exposure.
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Affiliation(s)
- Apurva Watve
- a NMR Research Centre , Institute of Nuclear Medicine and Allied Sciences , Delhi , India
| | - Mamta Gupta
- a NMR Research Centre , Institute of Nuclear Medicine and Allied Sciences , Delhi , India
| | - Subash Khushu
- a NMR Research Centre , Institute of Nuclear Medicine and Allied Sciences , Delhi , India
| | - Poonam Rana
- a NMR Research Centre , Institute of Nuclear Medicine and Allied Sciences , Delhi , India
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Constanzo J, Dumont M, Lebel R, Tremblay L, Whittingstall K, Masson-Côté L, Geha S, Sarret P, Lepage M, Paquette B, Descoteaux M. Diffusion MRI monitoring of specific structures in the irradiated rat brain. Magn Reson Med 2018; 80:1614-1625. [DOI: 10.1002/mrm.27112] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2017] [Revised: 01/07/2018] [Accepted: 01/08/2018] [Indexed: 12/14/2022]
Affiliation(s)
- Julie Constanzo
- Center for Research in Radiotherapy, Department of Nuclear Medicine and Radiobiology, Université de Sherbrooke; Sherbrooke Québec Canada
| | - Matthieu Dumont
- Plateforme d'analyse et visualisation d'images (PAVI), Centre de Recherche du Centre Hospitalier Universitaire de Sherbrooke; Sherbrooke Québec Canada
| | - Réjean Lebel
- Sherbrooke Molecular Imaging Center, Department of Nuclear Medicine and Radiobiology, Université de Sherbrooke; Sherbrooke Québec Canada
| | - Luc Tremblay
- Sherbrooke Molecular Imaging Center, Department of Nuclear Medicine and Radiobiology, Université de Sherbrooke; Sherbrooke Québec Canada
| | - Kevin Whittingstall
- Sherbrooke Molecular Imaging Center, Department of Nuclear Medicine and Radiobiology, Université de Sherbrooke; Sherbrooke Québec Canada
| | - Laurence Masson-Côté
- Center for Research in Radiotherapy, Department of Nuclear Medicine and Radiobiology, Université de Sherbrooke; Sherbrooke Québec Canada
- Service of Radiation Oncology, Centre Hospitalier Université de Sherbrooke; Sherbrooke Québec Canada
| | - Sameh Geha
- Department of Pathology; Centre Hospitalier Universitaire de Sherbrooke; Sherbrooke Québec Canada
| | - Philippe Sarret
- Department of Pharmacology and Physiology; Université de Sherbrooke; Sherbrooke Québec Canada
| | - Martin Lepage
- Sherbrooke Molecular Imaging Center, Department of Nuclear Medicine and Radiobiology, Université de Sherbrooke; Sherbrooke Québec Canada
| | - Benoit Paquette
- Center for Research in Radiotherapy, Department of Nuclear Medicine and Radiobiology, Université de Sherbrooke; Sherbrooke Québec Canada
| | - Maxime Descoteaux
- Sherbrooke Molecular Imaging Center, Department of Nuclear Medicine and Radiobiology, Université de Sherbrooke; Sherbrooke Québec Canada
- Department of Computer Science; Université de Sherbrooke; Sherbrooke Québec Canada
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Brain Perfusion and Diffusion Abnormalities in Children Treated for Posterior Fossa Brain Tumors. J Pediatr 2017; 185:173-180.e3. [PMID: 28187964 DOI: 10.1016/j.jpeds.2017.01.019] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2016] [Revised: 11/28/2016] [Accepted: 01/06/2017] [Indexed: 12/20/2022]
Abstract
OBJECTIVE To compare cerebral perfusion and diffusion in survivors of childhood posterior fossa brain tumor with neurologically normal controls and correlate differences with cognitive dysfunction. STUDY DESIGN We analyzed retrospectively arterial spin-labeled cerebral blood flow (CBF) and apparent diffusion coefficient (ADC) in 21 patients with medulloblastoma (MB), 18 patients with pilocytic astrocytoma (PA), and 64 neurologically normal children. We generated ANCOVA models to evaluate treatment effects on the cerebral cortex, thalamus, caudate, putamen, globus pallidus, hippocampus, amygdala, nucleus accumbens, and cerebral white matter at time points an average of 5.7 years after original diagnosis. A retrospective review of patient charts identified 12 patients with neurocognitive data and in whom the relationship between IQ and magnetic resonance imaging variables was assessed for each brain structure. RESULTS Patients with MB (all treated with surgery, chemotherapy, and radiation) had significantly lower global CBF relative to controls (10%-23% lower, varying by anatomic region, all adjusted P?<?.05), whereas patients with PA (all treated with surgery alone) had normal CBF. ADC was decreased specifically in the hippocampus and amygdala of patients with MB and within the amygdala of patients with PA but otherwise remained normal after therapy. In the patients with tumor previously evaluated for IQ, regional ADC, but not CBF, correlated with IQ (R2?=?0.33-0.75). CONCLUSIONS The treatment for MB, but not PA, was associated with globally reduced CBF. Treatment in both tumor types was associated with diffusion abnormalities of the mesial temporal lobe structures. Despite significant perfusion abnormalities in patients with MB, diffusion, but not perfusion, correlated with cognitive outcomes.
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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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Prevention of radiotherapy-induced neurocognitive dysfunction in survivors of paediatric brain tumours: the potential role of modern imaging and radiotherapy techniques. Lancet Oncol 2017; 18:e91-e100. [DOI: 10.1016/s1470-2045(17)30030-x] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2016] [Revised: 10/24/2016] [Accepted: 10/26/2016] [Indexed: 02/06/2023]
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Manias KA, Gill SK, MacPherson L, Foster K, Oates A, Peet AC. Magnetic resonance imaging based functional imaging in paediatric oncology. Eur J Cancer 2016; 72:251-265. [PMID: 28011138 DOI: 10.1016/j.ejca.2016.10.037] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2016] [Revised: 09/26/2016] [Accepted: 10/30/2016] [Indexed: 12/16/2022]
Abstract
Imaging is central to management of solid tumours in children. Conventional magnetic resonance imaging (MRI) is the standard imaging modality for tumours of the central nervous system (CNS) and limbs and is increasingly used in the abdomen. It provides excellent structural detail, but imparts limited information about tumour type, aggressiveness, metastatic potential or early treatment response. MRI based functional imaging techniques, such as magnetic resonance spectroscopy, diffusion and perfusion weighted imaging, probe tissue properties to provide clinically important information about metabolites, structure and blood flow. This review describes the role of and evidence behind these functional imaging techniques in paediatric oncology and implications for integrating them into routine clinical practice.
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Affiliation(s)
- Karen A Manias
- Institute of Cancer and Genomic Sciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK; Department of Paediatric Oncology, Birmingham Children's Hospital, Steelhouse Lane, Birmingham, B4 6NH, UK.
| | - Simrandip K Gill
- Institute of Cancer and Genomic Sciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK; Department of Paediatric Oncology, Birmingham Children's Hospital, Steelhouse Lane, Birmingham, B4 6NH, UK.
| | - Lesley MacPherson
- Department of Radiology, Birmingham Children's Hospital, Steelhouse Lane, Birmingham, B4 6NH, UK.
| | - Katharine Foster
- Department of Radiology, Birmingham Children's Hospital, Steelhouse Lane, Birmingham, B4 6NH, UK.
| | - Adam Oates
- Department of Radiology, Birmingham Children's Hospital, Steelhouse Lane, Birmingham, B4 6NH, UK.
| | - Andrew C Peet
- Institute of Cancer and Genomic Sciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK; Department of Paediatric Oncology, Birmingham Children's Hospital, Steelhouse Lane, Birmingham, B4 6NH, UK.
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