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Tensaouti F, Arribarat G, Cabarrou B, Pollidoro L, Courbière N, Sévely A, Roques M, Chaix Y, Péran P, Baudou E, Laprie A. Measuring the impact of treatment on memory functions in pediatric posterior fossa tumor survivors using diffusion tensor imaging. Radiother Oncol 2025; 202:110599. [PMID: 39490416 DOI: 10.1016/j.radonc.2024.110599] [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: 05/18/2024] [Revised: 10/21/2024] [Accepted: 10/23/2024] [Indexed: 11/05/2024]
Abstract
BACKGROUND AND PURPOSE The aim of the present prospective exploratory study was to investigate the long-term impact of treatment on brain structure integrity and memory functions in pediatric posterior fossa tumor (PFT) survivors using diffusion tensor imaging (DTI), to determine whether the latter could provide useful biomarkers of memory impairment. MATERIAL AND METHODS Sixty participants were included in this study, divided into three groups: 22 irradiated PFT, 17 non-irradiated PFT, and 21 healthy controls. All underwent memory tests and multimodal MRI, including a DTI sequence. Mean diffusivity and fractional anisotropy values were extracted for bilateral brain structures involved in memory, in order to carry out between-group comparisons and calculate correlations with memory test scores and radiotherapy doses. Statistical tests were two-sided, and p values < 0.05 were considered statistically significant. RESULTS DTI metrics were significantly higher for irradiated PFT survivors than in non-irradiated PFT survivors and controls (p < 0.05). Memory test scores were significantly lower for PFT survivors, particularly irradiated patients (p < 0.02), and were correlated with DTI metrics. (-0.27 < r < -0.62, p < 0.04). DTI metrics were correlated with either total or maximum dose for some structures. CONCLUSION Preliminary results of this study point to microstructural damage in memory-related brain areas in PFT survivors, particularly in irradiated patients, and identify DTI metrics as potential biomarkers of memory deficit.
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Affiliation(s)
- Fatima Tensaouti
- Radiation Oncology Department, Oncopole Claudius Regaud- Institut Universitaire du Cancer de Toulouse-Oncopole, Toulouse, France; ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, France.
| | - Germain Arribarat
- ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, France
| | - Bastien Cabarrou
- Biostatistics & Health Data Science Unit, Oncopole Claudius Regaud/Institut Universitaire du Cancer de Toulouse - Oncopôle, Toulouse, France
| | - Lisa Pollidoro
- ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, France
| | - Nicolas Courbière
- ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, France
| | - Annick Sévely
- Radiology Department, Toulouse University Hospital, Toulouse, France
| | - Margaux Roques
- Radiology Department, Toulouse University Hospital, Toulouse, France
| | - Yves Chaix
- ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, France; Pediatric Neurology Department, Children's Hospital, Toulouse University Hospital, Toulouse, France
| | - Patrice Péran
- ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, France
| | - Eloïse Baudou
- ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, France; Pediatric Neurology Department, Children's Hospital, Toulouse University Hospital, Toulouse, France
| | - Anne Laprie
- Radiation Oncology Department, Oncopole Claudius Regaud- Institut Universitaire du Cancer de Toulouse-Oncopole, Toulouse, France; ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, France
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Bayart É, De Crevoisier R, Laprie A, Milliat F, Prezado Y, Marchesi V, Maingon P. RadioTransNet, Radiotherapy Translational and Preclinical Research Network: Results from the dedicated French cancer institute (INCa) call for projects. Cancer Radiother 2023; 27:499-503. [PMID: 37482463 DOI: 10.1016/j.canrad.2023.06.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 06/19/2023] [Indexed: 07/25/2023]
Abstract
PURPOSE The RadioTransNet project is a French initiative structuring preclinical and translational research in radiation therapy for cancer at national level. The network's activities are organized around four chosen priorities, which are: target definition, normal tissue, combined treatments and dose modelling. The subtargets linked to these four major priorities are unlimited. They include all aspects associated with fundamental radiobiology, preclinical studies, imaging, medical physics research and transversal components clearly related to these scientific areas, such as medical oncology, radio-diagnostics, nuclear medicine and cost-effectiveness considerations. METHOD During its first phase of activity, four workshops following the consensus conference model and based on scientific and medical state of the art in radiotherapy and radiobiology were organized on the four above-mentioned objectives to identify key points. Then a road map has been defined and served as the basis for the opening in 2022 of a dedicated call, SEQ-RTH22, proposed by the French cancer national institute (INCa). RESULTS Four research projects submitted by RadioTransNet partners have been selected to be supported by INCa: the first by Professor Anne Laprie from Oncopole Claudius-Regaud and Inserm ToNic in Toulouse on neurocognition and health after pediatric irradiation, the second submitted by Fabien Milliat from IRSN aims to study decryption and targeting of endothelial cell-immune cells interactions to limit radiation-induced intestinal toxicity, the third project, submitted by Yolanda Prezado from institut Curie-CNRS on proton minibeam radiotherapy as a new approach to reduce toxicity, and the latest project proposed by R. de Crevoisier from centre Eugène-Marquis in Rennes on predictive multiscale models of head and neck radiotoxicity induced for optimized personalized radiation therapy. Topics of each of these projects are presented here. CONCLUSION RadioTransNet project has been launched in 2018, supported by INCa, in order to structure and promote preclinical research in oncology radiotherapy and to favor collaboration between the actors of this research. INCa relied on RadioTransNet initiatives and activities, resulting in the opening of dedicated call for projects. Beyond its first main goals, RadioTransNet network is able to help to fund the human and technical resources necessary to conduct optimal translational and preclinical research in radiation oncology.
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Affiliation(s)
- É Bayart
- RadioTransNet-SFRO, centre Antoine-Béclère, 47, rue de la Colonie, 75013 Paris, France
| | - R De Crevoisier
- Département de radiothérapie, centre Eugène-Marquis, rue de la Bataille-Flandres-Dunkerque, CS 44229, 35042 Rennes cedex, France; Inserm, LTSI-UMR 1099, université de Rennes, 35000 Rennes, France
| | - A Laprie
- Inserm, université de Toulouse Paul-Sabatier, Toulouse Neuroimaging Center (ToNic), 31300 Toulouse, France; Radiation Oncology Department, institut Claudius-Regaud, université de Toulouse, institut du cancer-Oncopole, 31300 Toulouse, France
| | - F Milliat
- Laboratoire de radiobiologie des expositions médicales (LRMed), institut de radioprotection et de sûreté nucléaire (IRSN), Fontenay-aux-Roses, France
| | - Y Prezado
- Inserm U1021, Signalisation radiobiologie et cancer, université Paris-Saclay, CNRS UMR3347, 91400 Orsay, France
| | - V Marchesi
- Service de physique médicale, institut de cancérologie de Lorraine, avenue de Bourgogne, CS30519, 54519 Vandœuvre-lès-Nancy, France
| | - P Maingon
- Service d'oncologie radiothérapie, groupe hospitalier universitaire La Pitié Salpêtrière, 47-83, boulevard de l'Hôpital, 75013 Paris, France; Sorbonne université, Paris, France.
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Mazio F, Aloj G, Pastorino GMG, Perillo T, Russo C, Riccio MP, Covelli EM, Parasole R, Tedeschi E, Ugga L, D’Amico A, Quarantelli M. Default-Mode Network Connectivity Changes Correlate with Attention Deficits in ALL Long-Term Survivors Treated with Radio- and/or Chemotherapy. BIOLOGY 2022; 11:biology11040499. [PMID: 35453697 PMCID: PMC9024843 DOI: 10.3390/biology11040499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 03/09/2022] [Accepted: 03/22/2022] [Indexed: 11/21/2022]
Abstract
Simple Summary Both chemotherapy and radiotherapy play a role in the neurocognitive impairment of long-term survivors from acute lymphoblastic leukemia, but it is unknown if similar mechanisms are involved. We assessed neurocognitive alterations, brain tissue volumes, and functional connectivity of the main hubs of the default-mode network, in 13 patients treated with chemotherapy and radiotherapy (Group A) and in 13 treated with chemotherapy only (Group B). Correlations with neuropsychological scores, independent of group, were assessed for regions that showed significant differences between the two groups at neuroimaging. Compared to Group B, Group A performed significantly worse at the digit span and digit symbol tests and showed increased functional connectivity between the medial prefrontal cortex and the rolandic operculi, along with the absence of differences in regional brain tissue volumes. Functional connectivity in these regions correlated inversely with speed of processing in both groups, suggesting that similar mechanisms may be involved in the neurocognitive deficits in both groups. Abstract Whether chemotherapy (ChT) and radiotherapy (RT) determine neurocognitive impairment in acute lymphoblastic leukemia long-term survivors (ALL LTSs) through similar mechanisms affecting the same brain regions is still unknown. We compared neurocognitive alterations, regional brain tissue volumes (by voxel-based morphometry), and functional connectivity of the main default-mode network hubs (by seed-based analysis of resting state functional MRI data), in 13 ALL LTSs treated with RT and ChT (Group A) and 13 treated with ChT only (Group B). Group A performed significantly worse than Group B at the digit span and digit symbol tests (p = 0.023 and 0.013, respectively). Increased connectivity between the medial prefrontal cortex (the main anterior hub of the default-mode network) and the rolandic operculi was present in Group A compared to Group B, along with the absence of significant differences in regional brain tissue volumes. In these regions, the functional connectivity correlated inversely with the speed of processing scores, independent of treatment group. These results suggest that similar mechanisms may be involved in the neurocognitive deficits in ALL LTS patients, regardless of the treatment group. Further studies are needed to clarify whether these changes represent a direct expression of the mechanisms underlying the cognitive deficits or ineffective compensatory phenomena.
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Affiliation(s)
- Federica Mazio
- Pediatric Neuroradiology, Department of Neuroscience, Santobono-Pausilipon Children’s Hospital, 80129 Naples, Italy; (F.M.); (C.R.); (E.M.C.)
| | - Giuseppina Aloj
- Department of Pediatric Hemato-Oncology, A.O.R.N. Santobono-Pausilipon, 80123 Naples, Italy; (G.A.); (R.P.)
| | - Grazia Maria Giovanna Pastorino
- Child and Adolescent Neuropsychiatry Unit, Department of Medicine, Surgery and Dentistry, University of Salerno, 84084 Salerno, Italy;
| | - Teresa Perillo
- Department of Advanced Biomedical Sciences, University of Naples Federico II, 80131 Naples, Italy; (T.P.); (E.T.); (L.U.)
| | - Carmela Russo
- Pediatric Neuroradiology, Department of Neuroscience, Santobono-Pausilipon Children’s Hospital, 80129 Naples, Italy; (F.M.); (C.R.); (E.M.C.)
| | - Maria Pia Riccio
- Department of Medical and Translational Sciences, Child Neuropsychiatry, Federico II University, Via Pansini 5, 80131 Naples, Italy;
| | - Eugenio Maria Covelli
- Pediatric Neuroradiology, Department of Neuroscience, Santobono-Pausilipon Children’s Hospital, 80129 Naples, Italy; (F.M.); (C.R.); (E.M.C.)
| | - Rosanna Parasole
- Department of Pediatric Hemato-Oncology, A.O.R.N. Santobono-Pausilipon, 80123 Naples, Italy; (G.A.); (R.P.)
| | - Enrico Tedeschi
- Department of Advanced Biomedical Sciences, University of Naples Federico II, 80131 Naples, Italy; (T.P.); (E.T.); (L.U.)
| | - Lorenzo Ugga
- Department of Advanced Biomedical Sciences, University of Naples Federico II, 80131 Naples, Italy; (T.P.); (E.T.); (L.U.)
| | - Alessandra D’Amico
- Department of Radiology, Tortorella Private Hospital, 84124 Salerno, Italy;
| | - Mario Quarantelli
- Institute of Biostructure and Bioimaging, National Research Council, 80145 Naples, Italy
- Correspondence: ; Tel.: +39-081-220-3416
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Gandy K, Scoggins MA, Jacola LM, Litten M, Reddick WE, Krull KR. Structural and Functional Brain Imaging in Long-Term Survivors of Childhood Acute Lymphoblastic Leukemia Treated With Chemotherapy: A Systematic Review. JNCI Cancer Spectr 2021; 5:pkab069. [PMID: 34514328 PMCID: PMC8421809 DOI: 10.1093/jncics/pkab069] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 05/19/2021] [Accepted: 08/11/2021] [Indexed: 12/20/2022] Open
Abstract
Background The effect of chemotherapy on brain development in long-term survivors of pediatric acute lymphoblastic leukemia (ALL) was systematically reviewed. Methods A systematic search of Pubmed, Scopus, and PsycINFO databases was conducted to identify articles published between January 2000 and February 2020 that implemented magnetic resonance imaging to assess brain structure and function in pediatric ALL survivors (diagnosed younger than 21 years of age). The review included articles that were published on children diagnosed with ALL between 0 and 21 years of age and treated with chemotherapy-only protocols. Articles meeting the inclusion criteria described survivors on average of 5 years or more from diagnosis and were peer-reviewed articles and original studies. Results The search yielded 1975 articles with 23 articles meeting inclusion criteria. The review revealed that survivors had statistically significant alterations in brain anatomy, most commonly a smaller hippocampus and impaired microstructural white matter integrity in frontal brain regions. Survivors also had impaired brain function including lower brain network efficiency and altered resting state connectivity. Survivors also displayed widespread reductions in brain activation (ie, frontal, temporal, parietal brain regions) during cognitive tasks. Conclusion Although the neurotoxic effects of cancer treatment are reduced in the absence of cranial radiation, survivors treated on chemotherapy-only protocols still display long-term alterations in brain structure and function, which contribute to lifelong neurocognitive late effects.
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Affiliation(s)
- Kellen Gandy
- Department of Epidemiology and Cancer Control, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
| | - Matthew A Scoggins
- Department of Diagnostic Imaging, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
| | - Lisa M Jacola
- Department of Psychology, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
| | - Molly Litten
- Department of Epidemiology and Cancer Control, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
| | - Wilburn E Reddick
- Department of Diagnostic Imaging, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
| | - Kevin R Krull
- Department of Epidemiology and Cancer Control, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
- Department of Psychology, St. Jude’s Children’s Research Hospital, Memphis, TN, USA
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Siegwart V, Steiner L, Pastore-Wapp M, Benzing V, Spitzhuttl J, Schmidt M, Kiefer C, Slavova N, Grotzer M, Roebers C, Steinlin M, Leibundgut K, Everts R. The Working Memory Network and Its Association with Working Memory Performance in Survivors of non-CNS Childhood Cancer. Dev Neuropsychol 2021; 46:249-264. [PMID: 33969767 DOI: 10.1080/87565641.2021.1922410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Childhood cancer and its treatment puts survivors at risk of low working memory capacity. Working memory represents a core cognitive function, which is crucial in daily life and academic tasks. The aim of this functional MRI (fMRI) study was to examine the working memory network of survivors of childhood cancer without central nervous system (CNS) involvement and its relation to cognitive performance. Thirty survivors (aged 7-16 years, ≥ 1 year after cancer treatment) and 30 healthy controls performed a visuospatial working memory task during MRI, including a low- and a high-demand condition. Working memory performance was assessed using standardized tests outside the scanner. When cognitive demands increased, survivors performed worse than controls and showed evidence for slightly atypical working memory-related activation. The survivor group exhibited hyperactivation in the right-hemispheric superior parietal lobe (SPL) in the high- compared to the low-demand working memory condition, while maintaining their performance levels. Hyperactivation in the right SPL coincided with poorer working memory performance outside the scanner in survivors. Even in survivors of childhood cancer without CNS involvement, we find neural markers pointing toward late effects in the cerebral working memory network.AbbreviationsfMRI: Functional magnetic resonance imaging; CNS: Central nervous system; MNI: Montreal Neurological Institute; SES: Socioeconomic status; SPL: Superior parietal lobe.
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Affiliation(s)
- Valerie Siegwart
- Division of Neuropediatrics, Development and Rehabilitation, Children's University Hospital, Inselspital, University of Bern, Bern, Switzerland.,Department of Pediatric Hematology and Oncology, Children's University Hospital, Inselspital, University of Bern, Bern, Switzerland
| | - Leonie Steiner
- Division of Neuropediatrics, Development and Rehabilitation, Children's University Hospital, Inselspital, University of Bern, Bern, Switzerland
| | - Manuela Pastore-Wapp
- Support Center for Advanced Neuroimaging (SCAN), Institute of Diagnostic and Interventional Neuroradiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Valentin Benzing
- Division of Neuropediatrics, Development and Rehabilitation, Children's University Hospital, Inselspital, University of Bern, Bern, Switzerland.,Department of Pediatric Hematology and Oncology, Children's University Hospital, Inselspital, University of Bern, Bern, Switzerland.,Institute of Sport Science, University of Bern, Bern, Switzerland
| | - Janine Spitzhuttl
- Division of Neuropediatrics, Development and Rehabilitation, Children's University Hospital, Inselspital, University of Bern, Bern, Switzerland.,Department of Pediatric Hematology and Oncology, Children's University Hospital, Inselspital, University of Bern, Bern, Switzerland.,Department of Psychology, University of Bern, Bern, Switzerland
| | - Mirko Schmidt
- Institute of Sport Science, University of Bern, Bern, Switzerland
| | - Claus Kiefer
- Support Center for Advanced Neuroimaging (SCAN), Institute of Diagnostic and Interventional Neuroradiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Nedelina Slavova
- Support Center for Advanced Neuroimaging (SCAN), Institute of Diagnostic and Interventional Neuroradiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Michael Grotzer
- Department of Pediatric Oncology, University Children's Hospital Zurich, Zurich, Switzerland
| | - Claudia Roebers
- Department of Psychology, University of Bern, Bern, Switzerland
| | - Maja Steinlin
- Division of Neuropediatrics, Development and Rehabilitation, Children's University Hospital, Inselspital, University of Bern, Bern, Switzerland
| | - Kurt Leibundgut
- Department of Pediatric Hematology and Oncology, Children's University Hospital, Inselspital, University of Bern, Bern, Switzerland
| | - Regula Everts
- Division of Neuropediatrics, Development and Rehabilitation, Children's University Hospital, Inselspital, University of Bern, Bern, Switzerland.,Department of Pediatric Hematology and Oncology, Children's University Hospital, Inselspital, University of Bern, Bern, Switzerland.,Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, Bern, Switzerland
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Elens I, Deprez S, Billiet T, Sleurs C, Labarque V, Uyttebroeck A, Van Gool S, Lemiere J, D’Hooge R. Methylene tetrahydrofolate reductase A1298C polymorphisms influence the adult sequelae of chemotherapy in childhood-leukemia survivors. PLoS One 2021; 16:e0250228. [PMID: 33930029 PMCID: PMC8087097 DOI: 10.1371/journal.pone.0250228] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Accepted: 04/03/2021] [Indexed: 11/23/2022] Open
Abstract
This retrospective correlation study investigated the putative link between methylene tetrahydrofolate reductase (MTHFR) A1298C mutations and chemotherapy-related brain function changes in adult childhood-leukemia survivors. To this end, we determined the relationship between the particular MTHFR1298 genotype (AA, AC or CC) of 31 adult childhood-leukemia survivors, and (1) their CSF Tau and phosphorylated Tau (pTau) levels at the time of treatment, (2) their adult performance intelligence quotient (PIQ), and (3) their regional brain connectivity using diffusion magnetic resonance imaging (dMRI) and resting-state functional MRI (rsfMRI). We confirmed that neuropathology markers Tau and pTau significantly increased in CSF of children after intrathecal methotrexate administration. Highest concentrations of these toxicity markers were found during the induction phase of the therapy. Moreover, CSF concentrations of Tau and pTau during treatment were influenced by the children’s particular MTHFR1298 genotype. CSF Tau (but not pTau) levels significantly dropped after folinic acid supplementation. At adult age (on average 13.1 years since the end of their treatment), their particular MTHFR1298 genotype (AA, AC or CC) influenced the changes in PIQ and cortical connectivity that we found to be related to their childhood exposure to chemotherapeutics. In summary, we suggest that homozygous MTHFR1298CC individuals are more vulnerable to the adult sequelae of antifolate chemotherapy.
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Affiliation(s)
- Iris Elens
- Laboratory of Biological Psychology, KU Leuven, Leuven, Belgium
- Department of Child and Adolescent Psychiatry, KU Leuven, University Psychiatric Centre Leuven, Leuven, Belgium
- Department of Psychiatry, AZ Delta, Roeselare, Belgium
| | - Sabine Deprez
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
- Department of Radiology, University Hospital Leuven, Leuven, Belgium
| | - Thibo Billiet
- Department of Radiology, University Hospital Leuven, Leuven, Belgium
- Icometrix, Leuven, Belgium
| | - Charlotte Sleurs
- Department of Radiology, University Hospital Leuven, Leuven, Belgium
- Department of Pediatrics, Pediatric Hemato-Oncology, University Hospital Leuven, Leuven, Belgium
| | - Veerle Labarque
- Department of Pediatrics, Pediatric Hemato-Oncology, University Hospital Leuven, Leuven, Belgium
- Department of Cardiovascular Medicine, KU Leuven, Leuven, Belgium
| | - Anne Uyttebroeck
- Department of Pediatrics, Pediatric Hemato-Oncology, University Hospital Leuven, Leuven, Belgium
- Department of Cardiovascular Medicine, KU Leuven, Leuven, Belgium
| | | | - Jurgen Lemiere
- Department of Child and Adolescent Psychiatry, KU Leuven, University Psychiatric Centre Leuven, Leuven, Belgium
- Department of Pediatrics, Pediatric Hemato-Oncology, University Hospital Leuven, Leuven, Belgium
| | - Rudi D’Hooge
- Laboratory of Biological Psychology, KU Leuven, Leuven, Belgium
- * E-mail:
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Sleurs C, Blommaert J, Batalle D, Verly M, Sunaert S, Peeters R, Lemiere J, Uyttebroeck A, Deprez S. Cortical thinning and altered functional brain coherence in survivors of childhood sarcoma. Brain Imaging Behav 2021; 15:677-688. [PMID: 32335825 DOI: 10.1007/s11682-020-00276-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
High-dose chemotherapy is increasingly evidenced to be neurotoxic and result in long-term neurocognitive sequelae. However, research investigating grey matter alterations in childhood cancer patients remains limited. As childhood sarcoma patients receive high-dose chemotherapy, we aimed to investigate cortical brain alterations in adult survivors. We analyzed high-resolution structural (T1-weighted) MRI and resting-state functional MRI (rsfMRI), to derive structural and functional cortical information in survivors of childhood sarcoma, treated with high-dose intravenous chemotherapy (n = 33). These scans were compared to age- and gender- matched controls (n = 34). Cortical volume and thickness were investigated using voxel-based morphometry and vertex-wise surface-based morphometry. Brain regions showing significant group differences in volume or thickness were implemented as seeds of interest to estimate their resting state co-activity with other areas (i.e. functional coherence). We explored whether structural measures were associated with potential risk factors, such as age at diagnosis, and cumulative doses of chemotherapeutic agents (methotrexate, ifosfamide). Finally, we investigated the link between functional regional strength, neurocognitive assessments and daily life complaints. In patients relative to controls we observed lower grey matter volumes in cerebellar and frontal areas, as well as frontal cortical thinning. Cerebellar volume and orbitofrontal thickness appeared dose- and age-related, respectively. Cortical thickness of the parahippocampal area appeared lower, only if the group comparison was not adjusted for depression. This region specifically showed lower functional coherence, which was associated with lower processing speed. This study suggests cortical thinning as well as decreased functional coherence in survivors of childhood sarcoma, which could be important for both long-term attentional functioning and emotional distress in daily life. Frontal areas might be specifically vulnerable during adolescence.
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Affiliation(s)
| | | | - Dafnis Batalle
- Department of Forensic & Neurodevelopmental Science, Institute of Psychiatry, Psychology & Neuroscience, King's College, London, UK.,Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK
| | - Marjolein Verly
- Department of Neurosciences, ExpORL, KU Leuven, Leuven, Belgium
| | - Stefan Sunaert
- Department of Radiology, University Hospital Leuven, Leuven, Belgium.,Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - Ron Peeters
- Department of Radiology, University Hospital Leuven, Leuven, Belgium
| | - Jurgen Lemiere
- Department of Pediatric Hematology and Oncology, University Hospital Leuven, Leuven, Belgium
| | - Anne Uyttebroeck
- Department of Oncology, KU Leuven, Leuven, Belgium.,Department of Pediatric Hematology and Oncology, University Hospital Leuven, Leuven, Belgium
| | - Sabine Deprez
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
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8
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Kesler SR, Sleurs C, McDonald BC, Deprez S, van der Plas E, Nieman BJ. Brain Imaging in Pediatric Cancer Survivors: Correlates of Cognitive Impairment. J Clin Oncol 2021; 39:1775-1785. [PMID: 33886371 DOI: 10.1200/jco.20.02315] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Affiliation(s)
- Shelli R Kesler
- School of Nursing, Department of Diagnostic Medicine, Dell School of Medicine, Livestrong Cancer Institutes, Austin, TX
| | - Charlotte Sleurs
- Department of Oncology, Catholic University of Leuven, Leuven, Belgium.,Leuven Cancer Institute, Leuven, Belgium
| | - Brenna C McDonald
- Center for Neuroimaging, Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Center for Neuroimaging, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN
| | - Sabine Deprez
- Leuven Cancer Institute, Leuven, Belgium.,Department of Imaging and Pathology, Catholic University of Leuven, Leuven, Belgium
| | - Ellen van der Plas
- Department of Psychiatry, University of Iowa Hospital and Clinics, Iowa City, Iowa
| | - Brian J Nieman
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.,Ontario Institute for Cancer Research, Toronto, ON, Canada.,Translational Medicine, Hospital for Sick Children, Toronto, ON, Canada
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9
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Rijmenams I, Moechars D, Uyttebroeck A, Radwan A, Blommaert J, Deprez S, Sunaert S, Segers H, Gillebert CR, Lemiere J, Sleurs C. Age- and Intravenous Methotrexate-Associated Leukoencephalopathy and Its Neurological Impact in Pediatric Patients with Lymphoblastic Leukemia. Cancers (Basel) 2021; 13:cancers13081939. [PMID: 33923795 PMCID: PMC8073318 DOI: 10.3390/cancers13081939] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 04/08/2021] [Accepted: 04/15/2021] [Indexed: 12/04/2022] Open
Abstract
Simple Summary In this study, we investigated standardized post-chemotherapy magnetic resonance (MR) scans for leukoencephalopathy and patient- and treatment-related risk factors in childhood leukemia patients. As prevalence numbers are limited, our study provides the required estimations for this population. Furthermore, we demonstrate that younger patients might be more at-risk for development of leukoencephalopathy (LE), and that a higher intravenous methotrexate (IV-MTX) dose has a cumulative toxic effect, while the number of intrathecal administrations was not significantly associated with the extent of LE. This can suggest we should modify chemotherapeutic treatment regimens by decreasing the number of IV-MTX applications, with special attention for younger patients. Abstract Methotrexate (MTX) is associated with leukoencephalopathy (LE) in children treated for lymphoblastic leukemia/lymphoma (ALL/LBL). However, large-scale studies with systematic MR acquisition and quantitative volumetric lesion information remain limited. Hence, the prevalence of lesion burdens and the potential risk factors of LE in this population are still inconclusive. FLAIR-MRI scans were acquired at the end of treatment in children who were treated for ALL/LBL, which were quantitatively analyzed for LE. Voxels were assigned to the lesion segmentation if indicated by two raters. Logistic and linear regression models were used to test whether lesion presence and size were predicted by risk factors such as age at diagnosis, gender, intrathecal (IT-) or intravenous (IV-)MTX dose, CNS invasion, and acute neurological events. Patients with a pre-existing neurological condition or low-quality MR scan were excluded from the analyses. Of the 129 patients, ten (8%) suffered from CNS invasion. Chemotherapy-associated neurological events were observed in 13 patients (10%) during therapy, and 68 patients (53%) showed LE post-treatment. LE was more frequent in cases of lower age and higher cumulative IV-MTX doses, while the extent of LE and neurological symptoms were associated only with IV-MTX doses. Neurological events were not significantly associated with LE, even though symptomatic patients demonstrated a higher ratio of LE (n = 9/13) than asymptomatic patients (n = 59/116). This study suggests leukoencephalopathy frequently occurs in both symptomatic and asymptomatic leukemia patients. Younger children and patients treated with higher cumulative IV-MTX doses might need more regular screening for early detection and follow-up of associated sequelae.
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Affiliation(s)
- Ilona Rijmenams
- Department of Brain and Cognition, KU Leuven, 3000 Leuven, Belgium; (I.R.); (D.M.); (C.R.G.)
- Department of Pediatric Oncology, KU Leuven, 3000 Leuven, Belgium; (A.U.); (H.S.)
| | - Daan Moechars
- Department of Brain and Cognition, KU Leuven, 3000 Leuven, Belgium; (I.R.); (D.M.); (C.R.G.)
- Department of Pediatric Oncology, KU Leuven, 3000 Leuven, Belgium; (A.U.); (H.S.)
| | - Anne Uyttebroeck
- Department of Pediatric Oncology, KU Leuven, 3000 Leuven, Belgium; (A.U.); (H.S.)
- Department of Pediatric Hemato-Oncology, University Hospital Leuven, 3000 Leuven, Belgium;
- Leuven Cancer Institute, KU Leuven, 3000 Leuven, Belgium; (A.R.); (J.B.); (S.D.); (S.S.)
| | - Ahmed Radwan
- Leuven Cancer Institute, KU Leuven, 3000 Leuven, Belgium; (A.R.); (J.B.); (S.D.); (S.S.)
- Leuven Brain Institute, KU Leuven, 3000 Leuven, Belgium
- Department of Imaging and Pathology, KU Leuven, 3000 Leuven, Belgium
| | - Jeroen Blommaert
- Leuven Cancer Institute, KU Leuven, 3000 Leuven, Belgium; (A.R.); (J.B.); (S.D.); (S.S.)
- Leuven Brain Institute, KU Leuven, 3000 Leuven, Belgium
- Department of Gynaecological Oncology, KU Leuven, 3000 Leuven, Belgium
| | - Sabine Deprez
- Leuven Cancer Institute, KU Leuven, 3000 Leuven, Belgium; (A.R.); (J.B.); (S.D.); (S.S.)
- Leuven Brain Institute, KU Leuven, 3000 Leuven, Belgium
- Department of Imaging and Pathology, KU Leuven, 3000 Leuven, Belgium
| | - Stefan Sunaert
- Leuven Cancer Institute, KU Leuven, 3000 Leuven, Belgium; (A.R.); (J.B.); (S.D.); (S.S.)
- Leuven Brain Institute, KU Leuven, 3000 Leuven, Belgium
- Department of Imaging and Pathology, KU Leuven, 3000 Leuven, Belgium
| | - Heidi Segers
- Department of Pediatric Oncology, KU Leuven, 3000 Leuven, Belgium; (A.U.); (H.S.)
- Department of Pediatric Hemato-Oncology, University Hospital Leuven, 3000 Leuven, Belgium;
- Leuven Cancer Institute, KU Leuven, 3000 Leuven, Belgium; (A.R.); (J.B.); (S.D.); (S.S.)
| | - Céline R. Gillebert
- Department of Brain and Cognition, KU Leuven, 3000 Leuven, Belgium; (I.R.); (D.M.); (C.R.G.)
- Leuven Brain Institute, KU Leuven, 3000 Leuven, Belgium
| | - Jurgen Lemiere
- Department of Pediatric Hemato-Oncology, University Hospital Leuven, 3000 Leuven, Belgium;
- Leuven Cancer Institute, KU Leuven, 3000 Leuven, Belgium; (A.R.); (J.B.); (S.D.); (S.S.)
- Leuven Brain Institute, KU Leuven, 3000 Leuven, Belgium
| | - Charlotte Sleurs
- Department of Pediatric Oncology, KU Leuven, 3000 Leuven, Belgium; (A.U.); (H.S.)
- Leuven Cancer Institute, KU Leuven, 3000 Leuven, Belgium; (A.R.); (J.B.); (S.D.); (S.S.)
- Leuven Brain Institute, KU Leuven, 3000 Leuven, Belgium
- Correspondence:
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10
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Zhang YM, Gao JM, Zhou H, Li L, Liu LZ, Han ZD, Yi XP, Liao WH. Pre-symptomatic local brain activity and functional connectivity alterations in nasopharyngeal carcinoma patients who developed radiation encephalopathy following radiotherapy. Brain Imaging Behav 2021; 14:1964-1978. [PMID: 31264197 DOI: 10.1007/s11682-019-00145-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Radiation encephalopathy (RE) is a common complication in patients with nasopharyngeal carcinoma (NPC) who have received radiotherapy (RT), and recent neuroimaging studies have shown brain alterations in Post-RT patients prior to RE. However, whether there are functional alterations between those Post-RT patients who are proved to have RE in follow-up and those who do not develop it remains largely unknown. Here, we used resting state functional MRI to explore regional homogeneity (ReHo) and functional connectivity (FC) alterations in Post-RT patients with (Post-RT RE proved; n = 18) or without (Post-RT non-RE; n = 22) RE at follow-up, also making comparisons with a Pre-RT group (n = 23). Compared with the Pre-RT group, patients in Post-RT non-RE and Post-RT RE proved groups showed concurrent increased and decreased ReHo values in different brain regions inside and/or outside the radiation field, with the alterations in ReHo tending to increase if RE occurred. Seed-based FC analysis showed that compared with the Post-RT non-RE group, patients in the Post-RT RE proved group had different changing patterns of FC between a region of interest (ROI) in the right temporal lobe and distant brain regions (mainly in the sensorimotor system and default mode network). Receiver operating characteristic (ROC) curve analysis showed that the altered ReHo value in the ROI had excellent diagnostic performance for differentiating NPC patients who developed RE in follow-up from those who did not, with an area under the curve (AUC) value of 0.94. These ReHo and FC findings may provide new insights into the early diagnosis of RE.
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Affiliation(s)
- You-Ming Zhang
- Department of Radiology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, People's Republic of China
| | - Jian-Ming Gao
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, No.651 Dongfeng Road East, Guangzhou, 510060, People's Republic of China
- State Key Laboratory of Oncology in South China, Guangzhou, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, Guangzhou, People's Republic of China
| | - Hong Zhou
- Department of Radiology, the first Affiliated Hospital of University of South China, Hengyang, China
| | - Li Li
- State Key Laboratory of Oncology in South China, Guangzhou, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, Guangzhou, People's Republic of China
- Imaging Diagnosis and Interventional Center, Sun Yat-sen University Cancer Center, No.651 Dongfeng Road East, Guangzhou, 510060, People's Republic of China
| | - Li-Zhi Liu
- State Key Laboratory of Oncology in South China, Guangzhou, People's Republic of China
- Collaborative Innovation Center for Cancer Medicine, Guangzhou, People's Republic of China
- Imaging Diagnosis and Interventional Center, Sun Yat-sen University Cancer Center, No.651 Dongfeng Road East, Guangzhou, 510060, People's Republic of China
| | - Zai-de Han
- Department of Radiology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, People's Republic of China
| | - Xiao-Ping Yi
- Department of Radiology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, People's Republic of China.
| | - Wei-Hua Liao
- Department of Radiology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, People's Republic of China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, 410008, People's Republic of China.
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11
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Multidisciplinary Rehabilitation Within Pediatric Cancer Care: A Holistic Approach. REHABILITATION ONCOLOGY 2021. [DOI: 10.1097/01.reo.0000000000000263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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12
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Spitzhüttl JS, Kronbichler M, Kronbichler L, Benzing V, Siegwart V, Pastore‐Wapp M, Kiefer C, Slavova N, Grotzer M, Roebers CM, Steinlin M, Leibundgut K, Everts R. Impact of non-CNS childhood cancer on resting-state connectivity and its association with cognition. Brain Behav 2021; 11:e01931. [PMID: 33205895 PMCID: PMC7821559 DOI: 10.1002/brb3.1931] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 09/10/2020] [Accepted: 10/09/2020] [Indexed: 01/03/2023] Open
Abstract
INTRODUCTION Non-central nervous system cancer in childhood (non-CNS CC) and its treatments pose a major threat to brain development, with implications for functional networks. Structural and functional alterations might underlie the cognitive late-effects identified in survivors of non-CNS CC. The present study evaluated resting-state functional networks and their associations with cognition in a mixed sample of non-CNS CC survivors (i.e., leukemia, lymphoma, and other non-CNS solid tumors). METHODS Forty-three patients (off-therapy for at least 1 year and aged 7-16 years) were compared with 43 healthy controls matched for age and sex. High-resolution T1-weighted structural magnetic resonance and resting-state functional magnetic resonance imaging were acquired. Executive functions, attention, processing speed, and memory were assessed outside the scanner. RESULTS Cognitive performance was within the normal range for both groups; however, patients after CNS-directed therapy showed lower executive functions than controls. Seed-based connectivity analyses revealed that patients exhibited stronger functional connectivity between fronto- and temporo-parietal pathways and weaker connectivity between parietal-cerebellar and temporal-occipital pathways in the right hemisphere than controls. Functional hyperconnectivity was related to weaker memory performance in the patients' group. CONCLUSION These data suggest that even in the absence of brain tumors, non-CNS CC and its treatment can lead to persistent cerebral alterations in resting-state network connectivity.
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Affiliation(s)
- Janine S. Spitzhüttl
- Department of PsychologyUniversity of BernBernSwitzerland
- Neuropediatrics, Development and RehabilitationUniversity Children's Hospital Bern, and University of BernBernSwitzerland
- Department of Pediatric Hematology and OncologyUniversity Children's Hospital BernUniversity of BernBernSwitzerland
| | - Martin Kronbichler
- Centre for Cognitive Neuroscience and Department of PsychologyUniversity of SalzburgSalzburgAustria
- Neuroscience InstituteChristian‐Doppler Medical CentreParacelsus Medical UniversitySalzburgAustria
| | - Lisa Kronbichler
- Centre for Cognitive Neuroscience and Department of PsychologyUniversity of SalzburgSalzburgAustria
- Neuroscience InstituteChristian‐Doppler Medical CentreParacelsus Medical UniversitySalzburgAustria
- Department of Psychiatry, Psychotherapy and PsychosomaticsChristian‐Doppler Medical Centre, Paracelsus Medical UniversitySalzburgAustria
| | - Valentin Benzing
- Department of Pediatric Hematology and OncologyUniversity Children's Hospital BernUniversity of BernBernSwitzerland
- Institute of Sport ScienceUniversity of BernBernSwitzerland
| | - Valerie Siegwart
- Neuropediatrics, Development and RehabilitationUniversity Children's Hospital Bern, and University of BernBernSwitzerland
- Department of Pediatric Hematology and OncologyUniversity Children's Hospital BernUniversity of BernBernSwitzerland
| | - Manuela Pastore‐Wapp
- Support Center for Advanced Neuroimaging (SCAN)Institute of Diagnostic and Interventional Neuroradiology, InselspitalBern University Hospital, and University of BernBernSwitzerland
| | - Claus Kiefer
- Support Center for Advanced Neuroimaging (SCAN)Institute of Diagnostic and Interventional Neuroradiology, InselspitalBern University Hospital, and University of BernBernSwitzerland
| | - Nedelina Slavova
- Support Center for Advanced Neuroimaging (SCAN)Institute of Diagnostic and Interventional Neuroradiology, InselspitalBern University Hospital, and University of BernBernSwitzerland
| | - Michael Grotzer
- Department of Pediatric OncologyUniversity Children's Hospital ZurichZurichSwitzerland
| | | | - Maja Steinlin
- Neuropediatrics, Development and RehabilitationUniversity Children's Hospital Bern, and University of BernBernSwitzerland
| | - Kurt Leibundgut
- Department of Pediatric Hematology and OncologyUniversity Children's Hospital BernUniversity of BernBernSwitzerland
| | - Regula Everts
- Neuropediatrics, Development and RehabilitationUniversity Children's Hospital Bern, and University of BernBernSwitzerland
- Department of Pediatric Hematology and OncologyUniversity Children's Hospital BernUniversity of BernBernSwitzerland
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13
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Williams AM, Cheung YT, Hyun G, Liu W, Ness KK, Ehrhardt MJ, Mulrooney DA, Bhakta N, Banerjee P, Brinkman TM, Green DM, Chemaitilly W, Huang IC, Srivastava D, Hudson MM, Robison LL, Krull KR. Childhood Neurotoxicity and Brain Resilience to Adverse Events during Adulthood. Ann Neurol 2020; 89:534-545. [PMID: 33274777 DOI: 10.1002/ana.25981] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 12/01/2020] [Accepted: 12/01/2020] [Indexed: 12/21/2022]
Abstract
OBJECTIVE This study used childhood cancer survivors as a novel model to study whether children who experience central nervous system (CNS) injury are at higher risk for neurocognitive impairment associated with subsequent late onset chronic health conditions (CHCs). METHODS Adult survivors of childhood cancer (n = 2,859, ≥10 years from diagnosis, ≥18 years old) completed a comprehensive neurocognitive battery and clinical examination. Neurocognitive impairment was defined as age-adjusted z score < 10th percentile. Participants impaired on ≥3 tests had global impairment. CHCs were graded using the Common Terminology Criteria for Adverse Events v4.3 (grade 1, mild; 2, moderate; 3, severe/disabling; 4, life-threatening) and were combined into a severity/burden score by frequency and grade (none/low, medium, high, and very high). A total of 1,598 survivors received CNS-directed therapy including cranial radiation, intrathecal methotrexate, or neurosurgery. Logistic regression estimated the odds of neurocognitive impairment associated with severity/burden score and grade 2 to 4 conditions, stratified by CNS treatment. RESULTS CNS-treated survivors performed worse than non-CNS-treated survivors on all neurocognitive tests and were more likely to have global neurocognitive impairment (46.9% vs 35.3%, p < 0.001). After adjusting for demographic and treatment factors, there was a dose-response association between severity/burden score and global neurocognitive impairment, but only among CNS-treated survivors (high odds ratio [OR] = 2.24, 95% confidence interval [CI] = 1.42-3.53; very high OR = 4.07, 95% CI = 2.30-7.17). Cardiovascular and pulmonary conditions were associated with processing speed, executive function, and memory impairments in CNS-treated but not non-CNS-treated survivors who were impacted by neurologic conditions. INTERPRETATION Reduced cognitive/brain reserve associated with CNS-directed therapy during childhood may make survivors vulnerable to adverse cognitive effects of cardiopulmonary conditions during adulthood. ANN NEUROL 2021;89:534-545.
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Affiliation(s)
- AnnaLynn M Williams
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Yin Ting Cheung
- School of Pharmacy, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, China
| | - Geehong Hyun
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Wei Liu
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Matthew J Ehrhardt
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.,Department of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Daniel A Mulrooney
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.,Department of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Nickhill Bhakta
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.,Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Pia Banerjee
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Tara M Brinkman
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.,Department of Psychology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Daniel M Green
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.,Department of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Wassim Chemaitilly
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.,Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Deokumar Srivastava
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.,Department of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Kevin R Krull
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.,Department of Psychology, St Jude Children's Research Hospital, Memphis, TN, USA
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14
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Schroyen G, Meylaers M, Deprez S, Blommaert J, Smeets A, Jacobs S, Sunaert S, Sleurs C, Uyttebroeck A. Prevalence of leukoencephalopathy and its potential cognitive sequelae in cancer patients. J Chemother 2020; 32:327-343. [PMID: 32799637 DOI: 10.1080/1120009x.2020.1805239] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Due to the rising use of chemotherapy treatment in cancer patients and growing survival rates, therapy-induced neurotoxic side effects are increasingly reported. Given the ambiguity about the prevalence and severity of leukoencephalopathy, one of such toxic side effects, in non-central nervous system (CNS) cancer patients, we performed a systematic literature search using the PubMed/Medline database to summarize existing literature regarding leukoencephalopathy epidemiology in non-CNS cancer patients and its potential cognitive sequelae. The search was based on the following terms: ('MRI' OR 'T2-weighted MRI' OR 'FLAIR') AND ('cancer' OR 'tumour' OR 'leukaemia' OR 'neoplasms') AND ('chemotherapy' OR 'radiotherapy') AND ('posterior reversible encephalopathy' OR 'leukoencephalopathy' OR 'cerebral ischaemia' OR 'stroke'). Thirty-two studies discussing the occurrence of leukoencephalopathy in cancer patients were included, of which the majority investigated Acute Lymphoblastic Leukaemia (ALL) patients (n = 22).Regularly scanned ALL patients showed a prevalence of leukoencephalopathy between 17 - 87%, and 15 - 83% of patients presented with leukoencephalopathy when only scanned after a CNS event. When diagnosed with posterior reversible encephalopathy syndrome, 100% of patients showed leukoencephalopathy because its diagnosis is based in part on observable lesions. An increased prevalence was observed in ALL patients treated with higher doses of methotrexate (5 g/m2 MTX, 42 - 87%) when compared to lower doses (< 5 g/m2, 32 - 67%). By contrast, in breast cancer patients, white matter lesions were mainly detected in case of neurological symptoms, but not (yet) clearly associated with chemotherapy administration. However, chemotherapy treatment was associated with more infratentorial microbleeds in breast cancer patients . Up to 50% of other (neurologically asymptomatic) solid tumour patients presented white matter lesions, even years after treatment. When cognitive data were investigated, lesioned patients showed lower scores on neurocognitive tests in 50% of studies, years after ending therapy.In conclusion, leukoencephalopathy is well-documented for ALL patients (with a focus on methotrexate), but there is a lack of knowledge for other intravenous chemotherapeutics, other oncological populations, wider age ranges and possible risk factors (e.g. history of CNS event). Furthermore, the long-term neuropsychological impact and potential risk for neurodegenerative processes due to leukoencephalopathy remains inconclusive. Hence, large international databanks, epidemiological and prospective case-control studies are necessary to stratify risk groups for CNS-related side effects.
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Affiliation(s)
- Gwen Schroyen
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | | | - Sabine Deprez
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | | | - Ann Smeets
- Department of Oncology, KU Leuven, Leuven, Belgium.,Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Sandra Jacobs
- Department of Oncology, KU Leuven, Leuven, Belgium.,Department of Pediatric Hemato-Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Stefan Sunaert
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium.,Department of Radiology University Hospitals Leuven, Leuven, Belgium
| | - Charlotte Sleurs
- Department of Oncology, KU Leuven, Leuven, Belgium.,Department of Pediatric Hemato-Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Anne Uyttebroeck
- Department of Oncology, KU Leuven, Leuven, Belgium.,Department of Pediatric Hemato-Oncology, University Hospitals Leuven, Leuven, Belgium
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15
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Cahaney C, Stefancin P, Coulehan K, Parker RI, Preston T, Goldstein J, Hogan L, Duong TQ. Anatomical brain MRI study of pediatric cancer survivors treated with chemotherapy: Correlation with behavioral measures. Magn Reson Imaging 2020; 72:8-13. [PMID: 32526251 DOI: 10.1016/j.mri.2020.05.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 05/16/2020] [Accepted: 05/30/2020] [Indexed: 10/24/2022]
Abstract
The negative impacts of chemotherapy on pediatric patients treated with chemotherapy during the formative years of brain development are understudied compared to adult chemotherapy cancer patients. This work investigated the morphometry, cortical thickness, and subcortical volumes using MRI and their correlations with behavioral measures in pediatric oncology survivors treated with chemotherapy. Chemotherapy-treated childhood cancer survivors (N = 15, 15.12 ± 5.98 years old) diagnosed with a non-central nervous system malignancy and healthy age-matched controls (N = 15, 15.13 ± 4.21 years old) were studied. MRI was acquired at 3 Tesla. Behavioral Rating Inventory of Executive Functioning (BRIEF) Parental Rating, Purdue Pegboard manual dexterity and n-back working memory measures were administered. Structural MRI scans at 3 Tesla were acquired. Voxel-based morphometry, cortical thickness and subcortical volumes were analyzed and correlated with behavioral scores. Parametric statistics with a p < .05 and adjusted for multiple comparison corrections were performed. Patients exhibited significantly smaller gray-matter volumes in the left globus pallidum, bilateral thalami, left caudate and left nucleus accumbens (p < .05) and thinner cortex in the right parahippocampal gyrus (p < .05) compared to controls. BRIEF scores were similar to normative values. Purdue Pegboard revealed manual dexterity deficits compared to normative values, and the n-back task showed working-memory deficits in patients compared to controls. Left thalamus volume positively correlated with dexterity performance (p = .029). The number of correct answers positively correlated and the number of incorrect answers negatively correlated with total-brain and white-matter volume (p < .05), but not gray-matter volume (p > .05). Our results support the hypothesis that the neurotoxicity of systemic chemotherapy has widespread negative effects on brain development in pediatric oncology patients with relatively mild cognitive deficits. MRI identified neuroanatomical changes have the potential to provide neural correlates of the sequelae associated with pediatric chemotherapy.
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Affiliation(s)
- Christine Cahaney
- Departments of Radiology, Stony Brook University, Stony Brook, NY, United States of America
| | - Patricia Stefancin
- Departments of Radiology, Stony Brook University, Stony Brook, NY, United States of America
| | - Kelly Coulehan
- Neurology, Stony Brook University, Stony Brook, NY, United States of America
| | - Robert I Parker
- Department of Pediatrics, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, United States of America
| | - Thomas Preston
- Neurology, Stony Brook University, Stony Brook, NY, United States of America
| | - Jessica Goldstein
- Departments of Radiology, Stony Brook University, Stony Brook, NY, United States of America
| | - Laura Hogan
- Department of Pediatrics, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, United States of America
| | - Timothy Q Duong
- Departments of Radiology, Stony Brook University, Stony Brook, NY, United States of America; Neurology, Stony Brook University, Stony Brook, NY, United States of America.
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16
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Stefancin P, Cahaney C, Parker RI, Preston T, Coulehan K, Hogan L, Duong TQ. Neural correlates of working memory function in pediatric cancer survivors treated with chemotherapy: an fMRI study. NMR IN BIOMEDICINE 2020; 33:e4296. [PMID: 32215994 DOI: 10.1002/nbm.4296] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2019] [Revised: 03/01/2020] [Accepted: 03/02/2020] [Indexed: 06/10/2023]
Abstract
The goal of this study is to investigate the neural correlates of working memory function associated with chemotherapy in pediatric cancer survivors using event-related functional MRI (fMRI) analysis. Fifteen pediatric cancer survivors treated with chemotherapy and 15 healthy controls were studied. Blood oxygenation level dependent (BOLD) fMRI was acquired. A visual n-back task was used to test working memory function during the fMRI scan. Responses were recorded via an MRI compatible button box for analysis. fMRI scans were analyzed using statistical parametric mapping software. All statistics were corrected for multiple comparisons by false discovery rate, with p < 0.05 as significance. Patients however gave more incorrect responses (p < 0.05), more no responses (p < 0.05), and longer response times (p < 0.05) compared with healthy controls. Correct responses generated significantly lower BOLD responses in the posterior cingulate for pediatric cancer survivors compared with controls (p < 0.05). Incorrect responses generated significantly greater BOLD responses in the angular gyrus in survivors (p < 0.05), and no response trials generated greater BOLD responses within the superior parietal lobule (p < 0.05) compared with controls. Working memory impairment appears to be due to an inability to manipulate information and to retrieve information from memory. The ability to delineate the affected neural circuits associated with chemotherapy-induced cognitive impairment could inform treatment strategies, identify patients at high risk of developing cognitive deficits, and pre-emptively tailor behavioral enrichment to overcome specific cognitive deficits.
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Affiliation(s)
- Patricia Stefancin
- Department of Radiology, Renaissance School of Medicine, Stony Brook University Hospital, Stony Brook, New York
| | - Christine Cahaney
- Department of Radiology, Renaissance School of Medicine, Stony Brook University Hospital, Stony Brook, New York
| | - Robert I Parker
- Department of Pediatrics, Renaissance School of Medicine, Stony Brook University Hospital, Stony Brook, New York
| | - Thomas Preston
- Department of Neurology, Renaissance School of Medicine, Stony Brook University Hospital, Stony Brook, New York
| | - Kelly Coulehan
- Department of Neurology, Renaissance School of Medicine, Stony Brook University Hospital, Stony Brook, New York
| | - Laura Hogan
- Department of Pediatrics, Renaissance School of Medicine, Stony Brook University Hospital, Stony Brook, New York
| | - Timothy Q Duong
- Department of Radiology, Renaissance School of Medicine, Stony Brook University Hospital, Stony Brook, New York
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17
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You J, Hu L, Zhang Y, Chen F, Yin X, Jin M, Chen YC. Altered Dynamic Neural Activity in the Default Mode Network in Lung Cancer Patients After Chemotherapy. Med Sci Monit 2020; 26:e921700. [PMID: 32069270 PMCID: PMC7047914 DOI: 10.12659/msm.921700] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Background Few studies have examined functional brain changes specifically associated with chemotherapy (CTx) in patients with lung cancer. This prospective longitudinal research aimed to explore the change in intrinsic brain activity by investigating patients with lung cancer after CTx. Material/Methods Sixteen patients and 20 healthy individuals were enrolled in this study. The amplitude of low-frequency fluctuation (ALFF), regional homogeneity (ReHo), dynamic amplitude of low-frequency fluctuation (dALFF), and dynamic regional homogeneity (dReHo) were computed. The group differences in resting state functional magnetic resonance imaging (rs-fMRI) parameters were compared. Alterations in the rs-fMRI parameters from before CTx to after CTx were assessed using the paired t-test. We performed correlation analyses between rs-fMRI parameters and Montreal Cognitive Assessment (MoCA) scores. Results We found statistically significant differences in MoCA scores before CTx and after CTx. Compared to the healthy group, rs-fMRI values decreased in the frontal regions as well as parietal regions compared to values before CTx. In addition, we found significantly decreased rs-fMRI values in the default-mode network (DMN) region of the brain before CTx compared to after CTx. We found no significant correlations between altered intrinsic activity values and MoCA scores. Conclusions The current study indicated that patients with lung cancer after CTx had decreased dynamic brain activity in the DMN region, and the DMN is vulnerable when patients undergoing CTx.
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Affiliation(s)
- Jia You
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, China (mainland)
| | - Lanyue Hu
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, China (mainland)
| | - Yujie Zhang
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, China (mainland)
| | - Feifei Chen
- Department of Respiratory Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, China (mainland)
| | - Xindao Yin
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, China (mainland)
| | - Mingxu Jin
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, China (mainland)
| | - Yu-Chen Chen
- Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, China (mainland)
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18
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Sleurs C, Lemiere J, Radwan A, Verly M, Elens I, Renard M, Jacobs S, Sunaert S, Deprez S, Uyttebroeck A. Long-term leukoencephalopathy and neurocognitive functioning in childhood sarcoma patients treated with high-dose intravenous chemotherapy. Pediatr Blood Cancer 2019; 66:e27893. [PMID: 31276297 DOI: 10.1002/pbc.27893] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Revised: 06/07/2019] [Accepted: 06/10/2019] [Indexed: 12/11/2022]
Abstract
PURPOSE Knowledge is limited regarding the prevalence and persistence of chemotherapy-induced leukoencephalopathy in childhood sarcoma patients. This study explored the presence, clinical relevance, and potential risk factors of leukoencephalopathy in childhood bone and soft tissue sarcoma survivors, treated with intravenous chemotherapy. METHODS We acquired cross-sectional neurocognitive data in adult survivors (n = 34) (median age at diagnosis [AaD] = 13.32 years, age range = 16-35 years) and healthy age-matched controls (n = 34). Additionally, magnetic resonance imaging included T2-weighted FLAIR (leukoencephalopathy Fazekas rating), multiexponential T2 relaxation (MET2), and multishell diffusion MRI to estimate myelin integrity-related metrics and fluid movement restrictions. Finally, chemotherapy subgroups (methotrexate, alkylating agents, or combination), AaD, and Apoε and MTHFRC677T polymorphisms were explored as potential risk factors for leukoencephalopathy. RESULTS At the group level, quality of life, working memory, processing speed, and visual memory were significantly lower in patients compared to controls. Furthermore, long-term leukoencephalopathy was observed in 27.2% of the childhood sarcoma survivors, which was related to attentional processing speed. Lesions were related to diffusion-derived, but not to myelin-sensitive metrics. A significant interaction effect between AaD and chemotherapy group demonstrated more lesions in case of high-dose methotrexate (HD-MTX) (F = 3.434, P = .047). However, patients treated with alkylating agents (without HD-MTX) also showed lesions in younger patients. Genetic predictors were nonsignificant. CONCLUSION AND IMPLICATION This study suggests long-term leukoencephalopathy with possibly underlying changes in vasculature, inflammation, or axonal injury, but not necessarily long-term demyelination. Such lesions could affect processing speed, and as such long-term daily life functioning of these patients.
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Affiliation(s)
- Charlotte Sleurs
- Department of Pediatric Hematology and Oncology, University Hospitals Leuven, Leuven, Belgium
- Department of Oncology, KU Leuven, Leuven, Belgium
| | - Jurgen Lemiere
- Department of Pediatric Hematology and Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ahmed Radwan
- Department of Radiology, University Hospital Leuven, Leuven, Belgium
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | | | - Iris Elens
- Department of Biological Psychology, KU Leuven, Belgium
| | - Marleen Renard
- Department of Pediatric Hematology and Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Sandra Jacobs
- Department of Pediatric Hematology and Oncology, University Hospitals Leuven, Leuven, Belgium
- Department of Oncology, KU Leuven, Leuven, Belgium
| | - Stefan Sunaert
- Department of Radiology, University Hospital Leuven, Leuven, Belgium
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - Sabine Deprez
- Department of Radiology, University Hospital Leuven, Leuven, Belgium
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - Anne Uyttebroeck
- Department of Pediatric Hematology and Oncology, University Hospitals Leuven, Leuven, Belgium
- Department of Oncology, KU Leuven, Leuven, Belgium
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19
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Jones RM, Pattwell SS. Future considerations for pediatric cancer survivorship: Translational perspectives from developmental neuroscience. Dev Cogn Neurosci 2019; 38:100657. [PMID: 31158802 PMCID: PMC6697051 DOI: 10.1016/j.dcn.2019.100657] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Revised: 04/26/2019] [Accepted: 05/06/2019] [Indexed: 02/06/2023] Open
Abstract
Breakthroughs in modern medicine have increased pediatric cancer survival rates throughout the last several decades. Despite enhanced cure rates, a subset of pediatric cancer survivors exhibit life-long psychological side effects. A large body of work has addressed potential mechanisms for secondary symptoms of anxiety, post-traumatic stress, impaired emotion regulation and cognitive deficits in adults. Yet, absent from many studies are the ways in which cancer treatment can impact the developing brain. Additionally, it remains less known whether typical neurobiological changes during adolescence and early adulthood may potentially buffer or exacerbate some of the known negative cancer survivorship outcomes. This review highlights genetic, animal, and human neuroimaging research across development. We focus on the neural circuitry associated with aversive learning, which matures throughout childhood, adolescence and early adulthood. We argue that along with other individual differences, the precise timing of oncological treatment insults on such neural circuitry may expose particular vulnerabilities for pediatric cancer patients. We also explore other moderators of treatment outcomes, including genetic polymorphisms and neural mechanisms underlying memory and cognitive control. We discuss how neural maturation extending into young adulthood may also provide a sensitive period for intervention to improve psychological and cognitive outcomes in pediatric cancer survivors.
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Affiliation(s)
- Rebecca M Jones
- The Sackler Institute for Developmental Psychobiology, Department of Psychiatry, Weill Cornell Medicine, New York, NY 10065, United States
| | - Siobhan S Pattwell
- Human Biology Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, Mailstop C3-168, Seattle, WA 98109, United States.
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20
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Zhang Y, Yi X, Gao J, Li L, Liu L, Qiu T, Zhang J, Zhang Y, Liao W. Chemotherapy Potentially Facilitates the Occurrence of Radiation Encephalopathy in Patients With Nasopharyngeal Carcinoma Following Radiotherapy: A Multiparametric Magnetic Resonance Imaging Study. Front Oncol 2019; 9:567. [PMID: 31334108 PMCID: PMC6618298 DOI: 10.3389/fonc.2019.00567] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2019] [Accepted: 06/11/2019] [Indexed: 12/13/2022] Open
Abstract
Radiation encephalopathy (RE) is deemed to be a disease induced only by radiotherapy (RT), with the effects of chemotherapeutic agents on the brains of nasopharyngeal carcinoma (NPC) patients being largely overlooked. In this study, we investigated structural and functional brain alterations in NPC patients following RT with or without chemotherapy. Fifty-six pre-RT, 37 post-RT, and 108 post-CCRT (concomitant chemo-radiotherapy) NPC patients were enrolled in this study. A surface-based local gyrification index (LGI) was obtained from high resolution MRI and was used to evaluate between-group differences in cortical folding. Seed-based functional connectivity (FC) analysis of resting-state fMRI data was also conducted to investigate the functional significance of the cortical folding alterations. Compared with the Pre-RT group, patients in the Post-CCRT group showed LGI reductions in widespread brain regions including the bilateral temporal lobes, insula, frontal lobes, and parietal lobes. Compared with the Post-RT group, patients in the Post-CCRT group showed LGI reductions in the right insula, which extended to the adjacent frontal lobe. Seed-based FC analysis showed that patients in the Post-CCRT group had lower FC between the insula and the left middle frontal gyrus than patients in the Pre-RT group. The follow-up results showed that patients in the Post-CCRT group had a much higher RE incidence rate (20.4%) than patients in the Post-RT group (2.7%; P = 0.01). These findings indicate that chemotherapy potentially facilitated the occurrence of RE in NPC patients who underwent radiotherapy.
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Affiliation(s)
- Youming Zhang
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, China
| | - Xiaoping Yi
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, China
| | - Jianming Gao
- State Key Laboratory of Oncology in South China, Department of Radiation Oncology, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Li Li
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Imaging Diagnosis and Interventional Center, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Lizhi Liu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Imaging Diagnosis and Interventional Center, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Ting Qiu
- Key Laboratory for NeuroInformation of Ministry of Education, School of Life Sciences and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Jinlei Zhang
- Key Laboratory for NeuroInformation of Ministry of Education, School of Life Sciences and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Yuanchao Zhang
- Key Laboratory for NeuroInformation of Ministry of Education, School of Life Sciences and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Weihua Liao
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
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21
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Darling S, De Luca CR, Anderson V, McCarthy M, Hearps S, Seal M. Brain morphology and information processing at the completion of chemotherapy-only treatment for pediatric acute lymphoblastic leukemia. Dev Neurorehabil 2019; 22:293-302. [PMID: 29969366 DOI: 10.1080/17518423.2018.1492988] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Background: Approximately 50% of survivors of childhood acute lymphoblastic leukemia (ALL) demonstrate cognitive impairments. However, the trajectory of change and contributing neuropathology is unclear, limiting our ability to tailor intervention content and timing. This study aimed to explore information processing abilities and brain morphology early post-treatment for pediatric ALL. Procedure: Twenty-one children at the end of ALL treatment and 18 controls underwent neuropsychological assessment. A subset also completed structural magnetic resonance imaging. Results: A principal component analysis generated two cognitive factors: information processing capacity and information processing speed. Compared to control group, the ALL group displayed deficits in capacity, but not speed. No group differences were identified in morphology. No relationship was identified between capacity or speed and morphology. Conclusion: Early cognitive intervention should target information processing abilities using a system-wide approach. Future studies should employ alternative imaging techniques sensitive to white-matter microstructure when exploring pathology underlying information processing deficits.
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Affiliation(s)
- Simone Darling
- a Clinical Sciences , Murdoch Children's Research Institute , Parkville , Australia.,b Department of Paediatrics , University of Melbourne , Melbourne , Australia
| | - Cinzia Rachele De Luca
- a Clinical Sciences , Murdoch Children's Research Institute , Parkville , Australia.,c Children's Cancer Centre , The Royal Children's Hospital , Melbourne , Australia
| | - Vicki Anderson
- a Clinical Sciences , Murdoch Children's Research Institute , Parkville , Australia.,b Department of Paediatrics , University of Melbourne , Melbourne , Australia.,d Psychology Department , The Royal Children's Hospital , Melbourne , Australia
| | - Maria McCarthy
- a Clinical Sciences , Murdoch Children's Research Institute , Parkville , Australia.,c Children's Cancer Centre , The Royal Children's Hospital , Melbourne , Australia
| | - Stephen Hearps
- a Clinical Sciences , Murdoch Children's Research Institute , Parkville , Australia
| | - Marc Seal
- a Clinical Sciences , Murdoch Children's Research Institute , Parkville , Australia.,b Department of Paediatrics , University of Melbourne , Melbourne , Australia
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22
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Darling SJ, De Luca C, Anderson V, McCarthy M, Hearps S, Seal ML. White Matter Microstructure and Information Processing at the Completion of Chemotherapy-Only Treatment for Pediatric Acute Lymphoblastic Leukemia. Dev Neuropsychol 2018; 43:385-402. [DOI: 10.1080/87565641.2018.1473401] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
Affiliation(s)
- Simone J Darling
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Australia
- Department of Paediatrics, The University of Melbourne, Parkville, Australia
| | - Cinzia De Luca
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Australia
- Children’s Cancer Centre, Royal Children’s Hospital, Parkville, Australia
| | - Vicki Anderson
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Australia
- Department of Paediatrics, The University of Melbourne, Parkville, Australia
- Psychology Department, The Royal Children’s Hospital, Parkville, Australia
| | - Maria McCarthy
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Australia
- Children’s Cancer Centre, Royal Children’s Hospital, Parkville, Australia
| | - Stephen Hearps
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Australia
| | - Marc L Seal
- Clinical Sciences, Murdoch Children’s Research Institute, Parkville, Australia
- Department of Paediatrics, The University of Melbourne, Parkville, Australia
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23
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Longitudinal assessment of chemotherapy-induced changes in brain and cognitive functioning: A systematic review. Neurosci Biobehav Rev 2018; 92:304-317. [PMID: 29791867 DOI: 10.1016/j.neubiorev.2018.05.019] [Citation(s) in RCA: 74] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2017] [Revised: 05/08/2018] [Accepted: 05/14/2018] [Indexed: 12/26/2022]
Abstract
In addition to the burden of a life-threatening diagnosis, cancer patients are struggling with adverse side-effects from cancer treatment. Chemotherapy has been linked to an array of cognitive impairments and alterations in brain structure and function ("chemobrain"). In this review, we summarized the existing evidence that evaluate the changes in cognitive functioning and brain with chemotherapy, as assessed using structural and functional MRI-based techniques in a longitudinal design. This review followed the latest PRISMA guidelines using Embase, Medline, PsychINFO, Scopus, and Web of Science databases with date restrictions from 2012 to 2017. Fourteen research articles met the key inclusion criteria: (i) the studies involved adult cancer patients (mean age ≥ 18); (ii) the use of chemotherapy in the treatment of cancer; (iii) pre-post assessment of behavioral and brain-based outcomes; and (iv) abstracts written in English. Effect sizes of subjective and objective cognitive impairments from the reviewed studies were estimated using Cohen's d or z-scores. We calculated percentage of mean change or effect sizes for main neuroimaging findings when data were available. Strength of the correlations between brain alterations and cognitive changes was obtained using squared correlation coefficients. Small to medium effect sizes were shown? on individual tests of attention, processing speed, verbal memory, and executive control; and medium effect sizes on self-report questionnaires. Neuroimaging data showed reduced grey matter density in cancer patients in frontal, parietal, and temporal regions. Changes in brain function (brain activation and cerebral blood flow) were observed with cancer across functional networks involving (pre)frontal, parietal, occipital, temporal, and cerebellar regions. Data from diffusion-weighted MRI suggested reduced white matter integrity involving the superior longitudinal fasciculus, corpus callosum, forceps major, and corona radiate, and altered structural connectivity across the whole brain network. Finally, we observed moderate-to-strong correlations between worsening cognitive function and morphological changes in frontal brain regions. While MRI is a powerful tool for detection of longitudinal brain changes in the 'chemobrain', the underlying biological mechanisms are still unclear. Continued work in this field will hopefully detect MRI metrics to be used as biomarkers to help guide cognitive treatment at the individual cancer patient level.
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