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      Association Between Brain Substructure Dose and Cognitive Outcomes in Children With Medulloblastoma Treated on SJMB03: A Step Toward Substructure-Informed Planning

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          Abstract

          PURPOSE

          To characterize the association between neurocognitive outcomes (memory and processing speed) and radiation (RT) dose to the hippocampus, corpus callosum (CC), and frontal white matter (WM) in children with medulloblastoma treated on a prospective study, SJMB03.

          PATIENTS AND METHODS

          Patients age 3-21 years with medulloblastoma were treated at a single institution on a phase III study. The craniospinal RT dose was 23.4 Gy for average-risk patients and 36-39.6 Gy for high-risk patients. The boost dose was 55.8 Gy to the tumor bed. Patients underwent cognitive testing at baseline and once yearly for 5 years. Performance on tests of memory (associative memory and working memory) and processing speed (composite processing speed and perceptual speed) was analyzed. Mixed-effects models were used to estimate longitudinal trends in neurocognitive outcomes. Reliable change index and logistic regression were used to define clinically meaningful neurocognitive decline and identify variables associated with decline.

          RESULTS

          One hundred and twenty-four patients were eligible for inclusion, with a median neurocognitive follow-up of 5 years. Mean right and left hippocampal doses were significantly associated with decline in associative memory in patients without posterior fossa syndrome (all P < .05). Mean CC and frontal WM doses were significantly associated with decline in both measures of processing speed (all P < .05). Median brain substructure dose–volume histograms were shifted to the right for patients with a decline in associative memory or processing speed. The odds of decline in associative memory and composite processing speed increased by 23%-26% and by 10%-15% for every 1-Gy increase in mean hippocampal dose and mean CC or frontal WM dose, respectively.

          CONCLUSION

          Increasing RT dose to the CC or frontal WM and hippocampus is associated with worse performance on tests of processing speed and associative memory, respectively. Brain substructure–informed RT planning may mitigate neurocognitive impairment.

          Abstract

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          Most cited references42

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          DNA methylation-based classification of central nervous system tumours

          Summary Accurate pathological diagnosis is crucial for optimal management of cancer patients. For the ~100 known central nervous system (CNS) tumour entities, standardization of the diagnostic process has been shown to be particularly challenging - with substantial inter-observer variability in the histopathological diagnosis of many tumour types. We herein present the development of a comprehensive approach for DNA methylation-based CNS tumour classification across all entities and age groups, and demonstrate its application in a routine diagnostic setting. We show that availability of this method may have substantial impact on diagnostic precision compared with standard methods, resulting in a change of diagnosis in up to 12% of prospective cases. For broader accessibility we have designed a free online classifier tool (www.molecularneuropathology.org) requiring no additional onsite data processing. Our results provide a blueprint for the generation of machine learning-based tumour classifiers across other cancer entities, with the potential to fundamentally transform tumour pathology.
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            The genesis of new cells, including neurons, in the adult human brain has not yet been demonstrated. This study was undertaken to investigate whether neurogenesis occurs in the adult human brain, in regions previously identified as neurogenic in adult rodents and monkeys. Human brain tissue was obtained postmortem from patients who had been treated with the thymidine analog, bromodeoxyuridine (BrdU), that labels DNA during the S phase. Using immunofluorescent labeling for BrdU and for one of the neuronal markers, NeuN, calbindin or neuron specific enolase (NSE), we demonstrate that new neurons, as defined by these markers, are generated from dividing progenitor cells in the dentate gyrus of adult humans. Our results further indicate that the human hippocampus retains its ability to generate neurons throughout life.
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              The cognitive neuroscience of working memory.

              For more than 50 years, psychologists and neuroscientists have recognized the importance of a working memory to coordinate processing when multiple goals are active and to guide behavior with information that is not present in the immediate environment. In recent years, psychological theory and cognitive neuroscience data have converged on the idea that information is encoded into working memory by allocating attention to internal representations, whether semantic long-term memory (e.g., letters, digits, words), sensory, or motoric. Thus, information-based multivariate analyses of human functional MRI data typically find evidence for the temporary representation of stimuli in regions that also process this information in nonworking memory contexts. The prefrontal cortex (PFC), on the other hand, exerts control over behavior by biasing the salience of mnemonic representations and adjudicating among competing, context-dependent rules. The "control of the controller" emerges from a complex interplay between PFC and striatal circuits and ascending dopaminergic neuromodulatory signals.
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                Author and article information

                Journal
                J Clin Oncol
                J Clin Oncol
                jco
                JCO
                Journal of Clinical Oncology
                Wolters Kluwer Health
                0732-183X
                1527-7755
                1 January 2022
                29 October 2021
                : 40
                : 1
                : 83-95
                Affiliations
                [ 1 ]Department of Radiation Oncology, St Jude Children's Research Hospital, Memphis, TN
                [ 2 ]Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins Medicine, Baltimore, MD
                [ 3 ]Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN
                [ 4 ]Department of Psychology, St Jude Children's Research Hospital, Memphis, TN
                [ 5 ]Department of Diagnostic Imaging, St Jude Children's Research Hospital, Memphis, TN
                [ 6 ]Division of Neuro-Oncology, St Jude Children's Research Hospital, Memphis, TN
                Author notes
                Sahaja Acharya, MD, Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins Medicine, The Weinberg Building at the Johns Hopkins Kimmel Cancer Center, 401 N. Broadway, Baltimore, MD 21287; e-mail: sachary7@ 123456jhmi.edu .
                Article
                JCO.21.01480
                10.1200/JCO.21.01480
                8683226
                34714708
                6672cc88-5b2d-4bab-9f61-3f7c882d154a
                © 2021 by American Society of Clinical Oncology

                Licensed under the Creative Commons Attribution 4.0 License: https://creativecommons.org/licenses/by/4.0/

                History
                : 15 June 2021
                : 31 August 2021
                : 29 September 2021
                Page count
                Figures: 8, Tables: 11, Equations: 5, References: 43, Pages: 0
                Categories
                ORIGINAL REPORTS
                Radiation Oncology

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