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Egset KS, Røkke ME, Reinfjell T, Stubberud JE, Weider S. Cognitive and behavioural rehabilitation interventions for survivors of childhood cancer with neurocognitive sequelae: A systematic review. Neuropsychol Rehabil 2024:1-28. [PMID: 38390834 DOI: 10.1080/09602011.2024.2314880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 12/22/2023] [Indexed: 02/24/2024]
Abstract
There is considerable interest in cognitive and behavioural interventions to manage and improve neurocognitive (dys)functions in childhood cancer survivors and the literature is rapidly growing. This systematic review aimed to examine the literature of such interventions and their impact on executive functions (EFs) and attention. A search of relevant manuscripts was performed in PubMed, PsycINFO, and Web of Science in March 2023 in accordance with the PRISMA statement. After screening 3737 records, 17 unique studies published between 2002 and 2022 were charted and summarized. Participants (N = 718) were mostly children (M = 12.2 years), who were long-term survivors (M = 5.0 years post treatment) of brain or CNS tumours (48%). Identified interventions included computerized cognitive training, physical activity, and cognitive interventions with compensatory strategy training. The highest quality RCT studies included computerized training (i.e., Cogmed), neurofeedback, and exergaming. Evidence suggests that Cogmed may improve the performance of certain working memory tasks (near transfer) and possibly improve visual attention tasks for individuals with working memory impairments. However, the evidence did not support far transfer of effects to real life. No significant effects (near or far-transfer) were found following neurofeedback and exergaming interventions. Finally, a knowledge gap was identified for interventions directed at long-term survivors in adulthood.
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Affiliation(s)
- Kaja Solland Egset
- Department of Psychology, Norwegian University of Science and Technology, Trondheim, Norway
| | - Magnhild Eitrem Røkke
- Department of Psychology, Norwegian University of Science and Technology, Trondheim, Norway
| | - Trude Reinfjell
- Department of Psychology, Norwegian University of Science and Technology, Trondheim, Norway
| | - Jan Egil Stubberud
- Department of Psychology, University of Oslo, Oslo, Norway
- Department of Research, Lovisenberg Diaconal Hospital, Oslo, Norway
| | - Siri Weider
- Department of Psychology, Norwegian University of Science and Technology, Trondheim, Norway
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2
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Samargia-Grivette S, Hartley H, Walsh K, Lemiere J, Payne AD, Litke E, Knight A. REhabilitation Approaches in CHildren with cerebellar mutism syndrome (REACH): An international cross-disciplinary survey study. J Pediatr Rehabil Med 2024; 17:185-197. [PMID: 38393929 PMCID: PMC11307050 DOI: 10.3233/prm-230006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 11/27/2023] [Indexed: 02/25/2024] Open
Abstract
OBJECTIVE Pediatric cerebellar mutism syndrome (pCMS) can occur following resection of a posterior fossa tumor and, although some symptoms are transient, many result in long-lasting neurological deficits. A multi-disciplinary rehabilitation approach is often used in cases of pCMS; however, there have been no clinical trials to determine gold standards in rehabilitation practice in this population, which remains a research priority. The purpose of this study was to identify and compare intervention practices used in pCMS throughout the disciplines of occupational and physical therapy, speech-language pathology, and neuropsychology across geographic regions. METHODS A 55-question e-survey was created by an international multidisciplinary research group made up of members of the Posterior Fossa Society and sent to rehabilitation professionals in pediatric neuro-oncology centers in the US, Canada, and Europe. RESULTS Although some differences in the type of intervention used in pCMS were identified within each discipline, many of the targeted interventions including dose, frequency, and intensity were similar within disciplines across geographic regions. In addition, there were common themes identified across disciplines regarding challenges in the rehabilitation of this population. CONCLUSION These results provide a foundation of current practices on which to build future intervention-based clinical trials.
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Affiliation(s)
- Sharyl Samargia-Grivette
- Department of Communication Sciences and Disorders, University of Minnesota Duluth, Duluth, MN, USA
| | - Helen Hartley
- Department of Physical Therapy, Alder Hey Children’s Hospital, Liverpool, UK
| | - Karin Walsh
- Department of Neuropsychology, National Children’s Medical Center, Washington, DC, USA
| | - Jurgen Lemiere
- Department Oncology, Pediatric Oncology, KU Leuven, Leuven, Belgium
- Pediatric Hemato-Oncology, Universitair Ziekenhuis Leuven (UZ Leven), Leuven, Belgium
| | - Allison D. Payne
- Department of Neuropsychology, National Children’s Medical Center, Washington, DC, USA
| | - Emma Litke
- Department of Communication Sciences and Disorders, University of Minnesota Duluth, Duluth, MN, USA
| | - Ashley Knight
- Department of Communication Sciences and Disorders, University of Minnesota Duluth, Duluth, MN, USA
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3
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Ehrhardt MJ, Krull KR, Bhakta N, Liu Q, Yasui Y, Robison LL, Hudson MM. Improving quality and quantity of life for childhood cancer survivors globally in the twenty-first century. Nat Rev Clin Oncol 2023; 20:678-696. [PMID: 37488230 DOI: 10.1038/s41571-023-00802-w] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/30/2023] [Indexed: 07/26/2023]
Abstract
The contributions of cooperative groups to performing large-cohort clinical trials and long-term survivorship studies have facilitated advances in treatment, supportive care and, ultimately, survival for patients with paediatric cancers. As a result, the number of childhood cancer survivors in the USA alone is expected to reach almost 580,000 by 2040. Despite these substantial improvements, childhood cancer survivors continue to have an elevated burden of chronic disease and an excess risk of early death compared with the general population and therefore constitute a large, medically vulnerable population for which delivery of high-quality, personalized care is much needed. Data from large survivorship cohorts have enabled the identification of compelling associations between paediatric cancers, cancer therapy and long-term health conditions. Effectively translating these findings into clinical care that improves the quality and quantity of life for survivors remains an important focus of ongoing research. Continued development of well-designed clinical studies incorporating dissemination and implementation strategies with input from patient advocates and other key stakeholders is crucial to overcoming these gaps. This Review highlights the global progress made and future efforts that will be needed to further increase the quality and quantity of life-years gained for childhood cancer survivors.
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Affiliation(s)
- 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.
| | - Kevin R Krull
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
- Department of Psychology and Biobehavioral Sciences, 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 Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
- Department of Global Paediatric Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Qi Liu
- Department of Public Health Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, 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
| | - 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
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4
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Fabozzi F, Margoni S, Andreozzi B, Musci MS, Del Baldo G, Boccuto L, Mastronuzzi A, Carai A. Cerebellar mutism syndrome: From pathophysiology to rehabilitation. Front Cell Dev Biol 2022; 10:1082947. [PMID: 36531947 PMCID: PMC9755514 DOI: 10.3389/fcell.2022.1082947] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 11/24/2022] [Indexed: 07/25/2023] Open
Abstract
Cerebellar mutism syndrome (CMS) is a common complication following surgical resection of childhood tumors arising in the posterior fossa. Alteration of linguistic production, up to muteness and emotional lability, generally reported at least 24 h after the intervention, is the hallmark of post-operative CMS. Other associated traits include hypotonia and other cerebellar motor signs, cerebellar cognitive-affective syndrome, motor deficits from the involvement of the long pathways, and cranial neuropathies. Recovery usually takes 6 months, but most children are burdened with long-term residual deficits. The pathogenic mechanism is likely due to the damage occurring to the proximal efferent cerebellar pathway, including the dentate nucleus, the superior cerebellar peduncle, and its decussation in the mesencephalic tegmentum. Proven risk factors include brain stem invasion, diagnosis of medulloblastoma, midline localization, tumor size, invasion of the fourth ventricle, invasion of the superior cerebellar peduncle, left-handedness, and incision of the vermis. Currently, rehabilitation is the cornerstone of the treatment of patients with cerebellar mutism syndrome, and it must consider the three main impaired domains, namely speech, cognition/behavior, and movement.
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Affiliation(s)
- Francesco Fabozzi
- Department of Hematology/Oncology, Cell and Gene Therapy, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
- Department of Pediatrics, Università degli Studi di Roma Tor Vergata, Rome, Italy
| | - Stella Margoni
- School of Medicine, Sapienza Università di Roma, Rome, Italy
| | - Bianca Andreozzi
- Department of Hematology/Oncology, Cell and Gene Therapy, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
| | - Maria Simona Musci
- Department of Hematology/Oncology, Cell and Gene Therapy, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
| | - Giada Del Baldo
- Department of Hematology/Oncology, Cell and Gene Therapy, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
| | - Luigi Boccuto
- School of Nursing, College of Behavioral, Social and Health Science, Clemson University, Clemson, SC, United States
| | - Angela Mastronuzzi
- Department of Hematology/Oncology, Cell and Gene Therapy, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
- Faculty of Medicine and Surgery, Saint Camillus International University of Health Sciences, Rome, Italy
| | - Andrea Carai
- Department of Neurosciences, Neurosurgery Unit, Bambino Gesù Children’s Hospital, IRCCS, Rome, Italy
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5
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Robledo-Castro C, Castillo-Ossa LF, Corchado JM. Artificial Cognitive Systems Applied in Executive Function Stimulation and Rehabilitation Programs: A Systematic Review. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2022; 48:2399-2427. [PMID: 36185593 PMCID: PMC9516512 DOI: 10.1007/s13369-022-07292-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 09/15/2022] [Indexed: 11/11/2022]
Abstract
This article presents a systematic review of studies on cognitive training programs based on artificial cognitive systems and digital technologies and their effect on executive functions. The aim has been to identify which populations have been studied, the characteristics of the implemented programs, the types of implemented cognitive systems and digital technologies, the evaluated executive functions, and the key findings of these studies. The review has been carried out following the PRISMA protocol; five databases have been selected from which 1889 records were extracted. The articles were filtered following established criteria, to give a final selection of 264 articles that have been used for the purposes of this study in the analysis phase. The findings showed that the most studied populations were school-age children and the elderly. The most studied executive functions were working memory and attentional processes, followed by inhibitory control and processing speed. Many programs were commercial, customizable, gamified, and based on classic tasks. Some more recent initiatives have begun to incorporate user-machine interfaces, robotics, and virtual reality, although studies on their effects remain scarce. The studies recognize multiple benefits of computerized neuropsychological stimulation and rehabilitation programs for executive functions in different age groups, but there is a lack of studies in specific population sectors and with more rigorous research designs. Supplementary Information The online version contains supplementary material available at 10.1007/s13369-022-07292-5.
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Affiliation(s)
- Carolina Robledo-Castro
- Currículo, Universidad y Sociedad Research Group, Universidad del Tolima, Calle 42 1-02, 730006299 Ibagué, Colombia
- Ingeniería del Software Research Group, Universidad Autónoma de Manizales, Antigua Estación del Ferrocarril, 170001 Manizales, Colombia
| | - Luis F. Castillo-Ossa
- Ingeniería del Software Research Group, Universidad Autónoma de Manizales, Antigua Estación del Ferrocarril, 170001 Manizales, Colombia
- Inteligencia Artificial Research Group, Universidad de Caldas, Calle 65 26-10, 170002 Manizales, Colombia
- Departamento de Ingeniería Indutrial, Universidad Nacional de Colombia Sede Manizales, Campus La Nubia, 170001 Manizales, Colombia
| | - Juan M. Corchado
- BISITE Research Group, University of Salamanca, Calle Espejo s/n, 37007 Salamanca, Spain
- Air Institute, IoT Digital Innovation Hub, 37188 Salamanca, Spain
- Department of Electronics, Information and Communication, Osaka Institute of Technology, 535-8585 Osaka, Japan
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6
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Chieffo DPR, Lino F, Arcangeli V, Moriconi F, Frassanito P, Massimi L, Tamburrini G. Posterior Fossa Tumor Rehabilitation: An Up-to-Date Overview. CHILDREN (BASEL, SWITZERLAND) 2022; 9:904. [PMID: 35740841 PMCID: PMC9221689 DOI: 10.3390/children9060904] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 05/27/2022] [Accepted: 06/10/2022] [Indexed: 12/03/2022]
Abstract
This narrative review highlights the latest achievements in the field of post-surgical rehabilitation of posterior fossa tumors. Studies investigating the effects of cognitive rehabilitation programs have been considered, following a comprehensive literature search in the scientific electronic databases: Pubmed, Scopus, Plos One, and ScienceDirect. This review investigates the effects of cognitive remediation, with specific highlights for single cognitive domains. The results revealed that in spite of the increasing number of children who survive into adulthood, very few studies investigated the effects of rehabilitation programs in this specific population. This study details new, promising therapeutic opportunities for children after brain surgery. More research in this filed is needed to identify the most effective protocols for clinical use.
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Affiliation(s)
- Daniela Pia Rosaria Chieffo
- Clinical Psychology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (F.L.); (V.A.); (F.M.)
- Department Women Children and Public Health, Catholic University of Sacred Heart, 00168 Rome, Italy
| | - Federica Lino
- Clinical Psychology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (F.L.); (V.A.); (F.M.)
| | - Valentina Arcangeli
- Clinical Psychology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (F.L.); (V.A.); (F.M.)
| | - Federica Moriconi
- Clinical Psychology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (F.L.); (V.A.); (F.M.)
| | - Paolo Frassanito
- Pediatric Neurosurgery Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (P.F.); (L.M.); (G.T.)
| | - Luca Massimi
- Pediatric Neurosurgery Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (P.F.); (L.M.); (G.T.)
- Department Ageing, Neurosciences Head Neck and Orthopedics Sciences, Catholic University of Sacred Heart, 00168 Rome, Italy
| | - Gianpiero Tamburrini
- Pediatric Neurosurgery Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (P.F.); (L.M.); (G.T.)
- Department Ageing, Neurosciences Head Neck and Orthopedics Sciences, Catholic University of Sacred Heart, 00168 Rome, Italy
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7
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Peterson RK, Longo C, Cunningham T, Janzen L, Guger S, Monteiro L, Rapson R, Bartels U, Bouffet E, Solomon T, Mabbott DJ. Impact of home-based cognitive or academic intervention on working memory and mathematics outcomes in pediatric brain tumor survivors: the Keys to Succeed pilot randomized controlled clinical trial. Child Neuropsychol 2022; 28:1116-1140. [PMID: 35437092 DOI: 10.1080/09297049.2022.2061933] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Pediatric brain tumour survivors experience deficits in mathematics and working memory. An open question is whether it is most optimal to target direct cognitive skills (i.e. working memory) or focus on specific academic outcomes (i.e. mathematics) for in remediation. We conducted a pilot randomized controlled trial to determine the feasibility of comparing a working memory versus mathematics intervention. Pediatric brain tumor survivors (7-17 years) were randomly assigned to Cogmed or JumpMath interventions, or an Active Control/Reading group. All participants received Educational Liaison support and completed ~12-weeks of home-based intervention with weekly, telephone-based consultation in one of the three conditions. Standardized assessments of auditory and visual working memory, mathematics calculation and reasoning were completed pre- and post- intervention. Twenty-nine participants completed the interventions; 94% of parents reported a high degree of satisfaction with the interventions and ease of implementation. Participants in JumpMath demonstrated improved mathematics calculation from pre- to post- intervention (p=0.02). Further, participants in both Cogmed and JumpMath showed evidence of pre- to post- intervention improvements in auditory working memory relative to controls (p=0.01). The Cogmed group also showed improvements in visual working memory (p=0.03). Findings suggest that targeted intervention is feasible in survivors of pediatric brain tumors, though with a relatively low recruitment rate. With preliminary findings of improved calculation and working memory following JumpMath and working memory following Cogmed, this pilot trial lays the groundwork for future programs that investigate different inteCognitiveRehabilitationrventions that may be applied to target the unique needs of each survivor.
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Affiliation(s)
- Rachel K Peterson
- Department of Psychology, Hospital for Sick Children, Toronto, Canada
| | - Carmelinda Longo
- Neurosciences and Mental Health Program, Research Institute, Hospital for Sick Children, Toronto, Canada
| | - Todd Cunningham
- Applied Psychology and Human Development, University of Toronto, Ontario Institute for Studies in Education, Toronto, Canada
| | - Laura Janzen
- Department of Psychology, Hospital for Sick Children, Toronto, Canada
| | - Sharon Guger
- Department of Psychology, Hospital for Sick Children, Toronto, Canada
| | - Lovetta Monteiro
- Neurosciences and Mental Health Program, Research Institute, Hospital for Sick Children, Toronto, Canada
| | - Robin Rapson
- Neurosciences and Mental Health Program, Research Institute, Hospital for Sick Children, Toronto, Canada
| | - Ute Bartels
- Division of Haematology/Oncology, Hospital for Sick Children, Toronto, Canada.,Department of Paediatrics, University of Toronto, Toronto, Canada
| | - Eric Bouffet
- Division of Haematology/Oncology, Hospital for Sick Children, Toronto, Canada.,Department of Paediatrics, University of Toronto, Toronto, Canada
| | - Tracy Solomon
- Department of Psychiatry, Hospital for Sick Children, Toronto, Canada
| | - Donald J Mabbott
- Neurosciences and Mental Health Program, Research Institute, Hospital for Sick Children, Toronto, Canada.,Department of Psychology, University of Toronto, Toronto, Canada
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8
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Stavinoha PL, Trinh-Wong T, Rodriguez LN, Stewart CM, Frost K. Educational Pain Points for Pediatric Brain Tumor Survivors: Review of Risks and Remedies. CHILDREN 2021; 8:children8121125. [PMID: 34943320 PMCID: PMC8700207 DOI: 10.3390/children8121125] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 11/23/2021] [Accepted: 11/24/2021] [Indexed: 01/29/2023]
Abstract
Evolving treatment paradigms have led to increased survival rates for children diagnosed with a brain tumor, and this has increasingly shifted clinical and research focus to morbidity and quality of life among survivors. Among unfavorable outcomes, survivors of pediatric brain tumors are at risk for academic failure and low educational attainment, which may then contribute to lower health related quality of life, lower income and vocational status, and a greater likelihood of dependence on others in adulthood. Several specific risk factors for lower educational performance and attainment have been investigated. These are typically examined in isolation from one another which clouds understanding of the full range and potential interplay of contributors to educational difficulties. This review integrates and summarizes what is known about the direct and indirect barriers to educational success and performance (i.e., educational pain points) to enhance clinician knowledge of factors to consider when working with pediatric brain tumor survivors. Specific barriers to educational success include neurocognitive difficulties, school absences, psychosocial challenges, challenges to knowledge and communication, and physical and sensory difficulties. Finally, we discuss the current state of educational interventions and supports and offer recommendations for future research to improve educational outcomes for pediatric brain tumor survivors.
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9
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Newton AS, March S, Gehring ND, Rowe AK, Radomski AD. Establishing a Working Definition of User Experience for eHealth Interventions of Self-reported User Experience Measures With eHealth Researchers and Adolescents: Scoping Review. J Med Internet Res 2021; 23:e25012. [PMID: 34860671 PMCID: PMC8686463 DOI: 10.2196/25012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 03/27/2021] [Accepted: 09/23/2021] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND Across eHealth intervention studies involving children, adolescents, and their parents, researchers have measured user experience to assist with intervention development, refinement, and evaluation. To date, no widely accepted definitions or measures of user experience exist to support a standardized approach for evaluation and comparison within or across interventions. OBJECTIVE We conduct a scoping review with subsequent Delphi consultation to identify how user experience is defined and measured in eHealth research studies, characterize the measurement tools used, and establish working definitions for domains of user experience that could be used in future eHealth evaluations. METHODS We systematically searched electronic databases for published and gray literature available from January 1, 2005, to April 11, 2019. We included studies assessing an eHealth intervention that targeted any health condition and was designed for use by children, adolescents, and their parents. eHealth interventions needed to be web-, computer-, or mobile-based, mediated by the internet with some degree of interactivity. We required studies to report the measurement of user experience as first-person experiences, involving cognitive and behavioral factors reported by intervention users. We appraised the quality of user experience measures in included studies using published criteria: well-established, approaching well-established, promising, or not yet established. We conducted a descriptive analysis of how user experience was defined and measured in each study. Review findings subsequently informed the survey questions used in the Delphi consultations with eHealth researchers and adolescent users for how user experience should be defined and measured. RESULTS Of the 8634 articles screened for eligibility, 129 articles and 1 erratum were included in the review. A total of 30 eHealth researchers and 27 adolescents participated in the Delphi consultations. On the basis of the literature and consultations, we proposed working definitions for 6 main user experience domains: acceptability, satisfaction, credibility, usability, user-reported adherence, and perceived impact. Although most studies incorporated a study-specific measure, we identified 10 well-established measures to quantify 5 of the 6 domains of user experience (all except for self-reported adherence). Our adolescent and researcher participants ranked perceived impact as one of the most important domains of user experience and usability as one of the least important domains. Rankings between adolescents and researchers diverged for other domains. CONCLUSIONS Findings highlight the various ways in which user experience has been defined and measured across studies and what aspects are most valued by researchers and adolescent users. We propose incorporating the working definitions and available measures of user experience to support consistent evaluation and reporting of outcomes across studies. Future studies can refine the definitions and measurement of user experience, explore how user experience relates to other eHealth outcomes, and inform the design and use of human-centered eHealth interventions.
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Affiliation(s)
- Amanda S Newton
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - Sonja March
- School of Psychology and Counselling, Centre for Health Research, University of Southern Queensland, Springfield Central, Australia
| | - Nicole D Gehring
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - Arlen K Rowe
- School of Psychology and Counselling, Centre for Health Research, University of Southern Queensland, Springfield Central, Australia
| | - Ashley D Radomski
- Knowledge Institute for Child and Youth Mental Health and Addictions, Ottawa, ON, Canada.,CHEO (Children's Hospital of Eastern Ontario) Research Institute, Ottawa, ON, Canada
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10
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Hardy KK, Berger C, Griffin D, Walsh KS, Sharkey CM, Weisman H, Gioia A, Packer RJ, Acosta MT. Computerized Working Memory Training for Children With Neurofibromatosis Type 1 (NF1): A Pilot Study. J Child Neurol 2021; 36:1078-1085. [PMID: 34472416 DOI: 10.1177/08830738211038083] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
INTRODUCTION The present study aimed to evaluate the feasibility and efficacy of CogmedRM, a computerized, home-based working memory (WM) training program, in children with NF1. METHOD A pre-post design was used to evaluate changes in performance-based measures of attention and WM, and parent-completed ratings of executive functioning. Children meeting eligibility criteria completed CogmedRM over 9 weeks. Primary outcomes included compliance statistics and change in attention and WM scores. RESULTS Thirty-one children (52% male; M age = 10.97 ± 2.51), aged 8-15, were screened for participation; 27 children (87%) evidenced WM difficulties and participated in CogmedRM training. On average, participants completed 19.7 out of 25 prescribed sessions, with an adherence rate of 69%. Participants demonstrated improvements in short-term memory, attention, and executive functioning (all Ps < .05). CONCLUSION Results suggest that computerized, home-based WM training programs may be both feasible and efficacious for children with NF1 and cognitive deficits.
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Affiliation(s)
- Kristina K Hardy
- Children's National Hospital, Washington, DC, USA.,Department of Pediatrics and Neurology, The George Washington University School of Medicine, Washington, DC, USA
| | - Carly Berger
- Children's National Hospital, Washington, DC, USA
| | | | - Karin S Walsh
- Children's National Hospital, Washington, DC, USA.,Department of Pediatrics and Neurology, The George Washington University School of Medicine, Washington, DC, USA
| | - Christina M Sharkey
- Children's National Hospital, Washington, DC, USA.,Department of Pediatrics and Neurology, The George Washington University School of Medicine, Washington, DC, USA
| | | | | | - Roger J Packer
- Children's National Hospital, Washington, DC, USA.,Department of Pediatrics and Neurology, The George Washington University School of Medicine, Washington, DC, USA
| | - Maria T Acosta
- National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
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11
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Shah AC, O'Dwyer LC, Badawy SM. Telemedicine in Malignant and Nonmalignant Hematology: Systematic Review of Pediatric and Adult Studies. JMIR Mhealth Uhealth 2021; 9:e29619. [PMID: 34255706 PMCID: PMC8299344 DOI: 10.2196/29619] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 05/21/2021] [Accepted: 05/31/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Telemedicine, including video-, web-, and telephone-based interventions, is used in adult and pediatric populations to deliver health care and communicate with patients. In the realm of hematology, telemedicine has recently been used to safely and efficiently monitor treatment side-effects, perform consultations, and broaden the reach of subspecialty care. OBJECTIVE We aimed to synthesize and analyze information regarding the feasibility, acceptability, and potential benefits of telemedicine interventions in malignant and nonmalignant hematology, as well as assess the recognized limitations of these interventions. METHODS Studies were identified through a comprehensive Medical Subject Headings (MeSH) search on the PubMed MEDLINE, Controlled Register of Clinical Trials (Cochrane CENTRAL from Wiley), Embase, and CINAHL (EBSCO) databases on February 7, 2018. A second search, utilizing the same search strategy, was performed on October 1, 2020. We followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines in the reporting of included evidence. Included studies were original articles researching the feasibility, acceptability, and clinical outcomes of telemedicine or telehealth interventions in pediatric or adult populations with malignant or nonmalignant hematological conditions. Data items in the extraction form included first author name, publication year, country, malignant or nonmalignant hematological condition or disease focus of the study, participant age, participant age subgroup (pediatric or adult), study design and setting, telemedicine intervention type and description, study purpose, and main study outcomes. RESULTS A total of 32 articles met the preset criteria and were included in this study. Most (25/32) studies were conducted in adults, and the remaining (7/32) were conducted in the pediatric population. Of the 32 studies, 12 studied malignant hematological conditions, 18 studied nonmalignant conditions, and two studied both malignant and nonmalignant conditions. Study types included pilot study (11/32), retrospective study (9/32), randomized controlled trial (6/32), cross-sectional study (2/32), case study (1/32), pre-post study (1/32), noncomparative prospective study (1/32), and prospective cohort study (1/32). The three main types of telemedicine interventions utilized across all studies were video-based (9/32), telephone-based (9/32), and web-based interventions (14/32). Study results showed comparable outcomes between telemedicine and traditional patient encounter groups across both pediatric and adult populations for malignant and nonmalignant hematological conditions. CONCLUSIONS Evidence from this review suggests that telemedicine use in nonmalignant and malignant hematology provides similar or improved health care compared to face-to-face encounters in both pediatric and adult populations. Telemedicine interventions utilized in the included studies were well received in both pediatric and adult settings. However, more research is needed to determine the efficacy of implementing more widespread use of telemedicine for hematological conditions.
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Affiliation(s)
- Aashaka C Shah
- Department of Medical Education, University of Illinois College of Medicine, Chicago, IL, United States
| | - Linda C O'Dwyer
- Galter Health Sciences Library and Learning Center, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Sherif M Badawy
- Division of Pediatric Hematology, Oncology, Neuro-Oncology & Stem Cell Transplantation, Ann & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, United States
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
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12
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Siciliano RE, Thigpen JC, Desjardins L, Cook JL, Steele EH, Gruhn MA, Ichinose M, Park S, Esbenshade AJ, Pastakia D, Wellons JC, Compas BE. Working memory training in pediatric brain tumor survivors after recent diagnosis: Challenges and initial effects. APPLIED NEUROPSYCHOLOGY-CHILD 2021; 11:412-421. [PMID: 33501845 DOI: 10.1080/21622965.2021.1875226] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Research shows promise for cognitive interventions for children diagnosed with brain tumors. Interventions have been delivered approximately 5 years postdiagnosis on average, yet recent evidence shows cognitive deficits may appear near diagnosis. The present study assessed the feasibility and initial effects of working memory training in children with brain tumors delivered soon after diagnosis and followed 2 years postdiagnosis. Children completed baseline assessments 10 months postdiagnosis and were randomized to complete adaptive or nonadaptive (i.e., control) Cogmed Working Memory Training. Children were administered the WISC-IV Working Memory Index (WMI) and NIH Toolbox Cognitive Battery (NTCB), and parents completed attentional and executive function measures at four time points. On average, participants completed half of prescribed Cogmed sessions. Retention for the three follow-up assessments proved difficult. For both Cogmed groups, WMI and NTCB scores significantly improved immediately postintervention compared to baseline scores. Significant differences were not maintained at the remaining follow-ups. There was preliminary evidence for improved executive function at the final follow-up on parent-reported measures. Working memory training closer to diagnosis proved difficult, though results suggest evidence of cognitive improvement. Future studies should continue to examine potentially efficacious interventions for children with brain tumors and optimal delivery windows to maximize impact.
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Affiliation(s)
- Rachel E Siciliano
- Department of Psychology and Human Development, Vanderbilt University, Nashville, Tennessee, USA
| | - Jennifer C Thigpen
- Department of Psychology and Human Development, Vanderbilt University, Nashville, Tennessee, USA
| | - Leandra Desjardins
- Department of Psychology and Human Development, Vanderbilt University, Nashville, Tennessee, USA
| | - Jessica L Cook
- Department of Psychology and Human Development, Vanderbilt University, Nashville, Tennessee, USA
| | - Ellen H Steele
- Department of Psychology and Human Development, Vanderbilt University, Nashville, Tennessee, USA
| | - Meredith A Gruhn
- Department of Psychology and Human Development, Vanderbilt University, Nashville, Tennessee, USA
| | - Megan Ichinose
- Department of Psychology, Vanderbilt University, Nashville, Tennessee, USA
| | - Sohee Park
- Department of Psychology, Vanderbilt University, Nashville, Tennessee, USA
| | - Adam J Esbenshade
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Devang Pastakia
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - John C Wellons
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Bruce E Compas
- Department of Psychology and Human Development, Vanderbilt University, Nashville, Tennessee, USA
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13
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Paquier PF, Walsh KS, Docking KM, Hartley H, Kumar R, Catsman-Berrevoets CE. Post-operative cerebellar mutism syndrome: rehabilitation issues. Childs Nerv Syst 2020; 36:1215-1222. [PMID: 31222445 PMCID: PMC7250945 DOI: 10.1007/s00381-019-04229-6] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Accepted: 05/24/2019] [Indexed: 12/17/2022]
Abstract
INTRODUCTION Tumors of the cerebellum are the most common brain tumors in children. Modern treatment and aggressive surgery have improved the overall survival. Consequently, growing numbers of survivors are at high risk for developing adverse and long-term neurological deficits including deficits of cognition, behavior, speech, and language. Post-operative cerebellar mutism syndrome (pCMS) is a well-known and frequently occurring complication of cerebellar tumor surgery in children. In the acute stage, children with pCMS may show deterioration of cerebellar motor function as well as pyramidal and cranial neuropathies. Most debilitating is the mutism or the severe reduction of speech and a range of neurobehavioral symptoms that may occur. In the long term, children that recover from pCMS continue to have more motor, behavioral, and cognitive problems than children who did not develop pCMS after cerebellar tumor surgery. The severity of these long-term sequelae seems to be related to the length of the mute phase. AIM OF THIS NARRATIVE REVIEW The impact of pCMS on patients and families cannot be overstated. This contribution aims to discuss the present knowledge on the natural course, recovery, and rehabilitation of children with pCMS. We suggest future priorities in developing rehabilitation programs in order to improve the long-term quality of life and participation of children after cerebellar tumor surgery and after pCMS in particular.
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Affiliation(s)
- Philippe F Paquier
- Department of Neuropsychology, University Hospital Erasme, Université Libre de Bruxelles (ULB), Brussels, Belgium
- Clinical and Experimental Neurolinguistics, Center for Linguistics (CLIN), Vrije Universiteit Brussel (VUB), Brussels, Belgium
- Unit of Translational Neurosciences, School of Medicine and Health Sciences, Universiteit Antwerpen (UA), Antwerp, Belgium
| | - Karin S Walsh
- Division of Pediatric Neuropsychology, Children's National Health System, Departments of Pediatrics and Psychiatry, The George Washington University Medical Center, Washington DC, USA
| | - Kimberley M Docking
- Discipline of Speech Pathology, University of Sydney, and Sydney Children's Hospital Network, Sydney, Australia
| | - Helen Hartley
- Department of Physiotherapy, Alder Hey Children's Hospital, Liverpool, UK
| | - Ram Kumar
- Department of Paediatric Neurology, Alder Hey Children's Hospital, Liverpool, UK
| | - Coriene E Catsman-Berrevoets
- Department of Pediatric Neurology, Erasmus University Hospital/ Sophia Children's Hospital, Postbox 2040, 3000 CA, Rotterdam, The Netherlands.
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14
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Devine KA, Viola AS, Coups EJ, Wu YP. Digital Health Interventions for Adolescent and Young Adult Cancer Survivors. JCO Clin Cancer Inform 2019; 2:1-15. [PMID: 30652583 DOI: 10.1200/cci.17.00138] [Citation(s) in RCA: 97] [Impact Index Per Article: 19.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
This narrative review describes the evidence regarding digital health interventions targeting adolescent and young adult (AYA) cancer survivors. We reviewed the published literature for studies involving Internet, mHealth, social media, telehealth, and other digital interventions for AYA survivors. We highlight selected studies to illustrate the state of the research in this unique patient population. Interventions have used various digital modalities to improve health behaviors (eg, physical activity, nutrition, tobacco cessation), enhance emotional well-being, track and intervene on cancer-related symptoms, and improve survivorship care delivery. The majority of studies have demonstrated feasibility and acceptability of digital health interventions for AYA survivors, but few efficacy studies have been conducted. Digital health interventions are promising to address unmet psychosocial and health information needs of AYA survivors. Researchers should use rigorous development and evaluation methods to demonstrate the efficacy of these approaches to improve health outcomes for AYA survivors.
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Affiliation(s)
- Katie A Devine
- Katie A. Devine, Adrienne S. Viola, and Elliot J. Coups, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ; Yelena P. Wu, Huntsman Cancer Institute, Salt Lake City, UT
| | - Adrienne S Viola
- Katie A. Devine, Adrienne S. Viola, and Elliot J. Coups, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ; Yelena P. Wu, Huntsman Cancer Institute, Salt Lake City, UT
| | - Elliot J Coups
- Katie A. Devine, Adrienne S. Viola, and Elliot J. Coups, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ; Yelena P. Wu, Huntsman Cancer Institute, Salt Lake City, UT
| | - Yelena P Wu
- Katie A. Devine, Adrienne S. Viola, and Elliot J. Coups, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ; Yelena P. Wu, Huntsman Cancer Institute, Salt Lake City, UT
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15
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Mendoza LK, Ashford JM, Willard VW, Clark KN, Martin-Elbahesh K, Hardy KK, Merchant TE, Jeha S, Wang F, Zhang H, Conklin HM. Social Functioning of Childhood Cancer Survivors after Computerized Cognitive Training: A Randomized Controlled Trial. CHILDREN-BASEL 2019; 6:children6100105. [PMID: 31569616 PMCID: PMC6826733 DOI: 10.3390/children6100105] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 09/16/2019] [Accepted: 09/18/2019] [Indexed: 11/16/2022]
Abstract
Childhood cancer survivors are at risk for cognitive and social deficits. Previous findings indicate computerized cognitive training can result in an improvement of cognitive skills. The current objective was to investigate whether these cognitive gains generalize to social functioning benefits. Sixty-eight survivors of childhood cancer were randomly assigned to a computerized cognitive intervention (mean age 12.21 ± 2.47 years, 4.97 ± 3.02 years off-treatment) or waitlist control group (mean age 11.82 ± 2.42 years, 5.04 ± 2.41 years off-treatment). Conners 3 Parent and Self-Report forms were completed pre-intervention, immediately post-intervention and six-months post-intervention. Piecewise linear mixed-effects models indicated no significant differences in Peer Relations between groups at baseline and no difference in change between groups from pre- to immediate post-intervention or post- to six-months post-intervention (ps > 0.40). Baseline Family Relations problems were significantly elevated in the control group relative to the intervention group (p < 0.01), with a significantly greater decline from pre- to immediate post-intervention (p < 0.05) and no difference in change between groups from post- to six-months post-intervention (p > 0.80). The study results suggest cognitive gains from computerized training do not generalize to social functioning. Training focused on skill-based social processing (e.g., affect recognition) may be more efficacious.
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Affiliation(s)
| | - Jason M Ashford
- St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
| | | | - Kellie N Clark
- St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
| | | | | | | | - Sima Jeha
- St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
| | - Fang Wang
- St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
| | - Hui Zhang
- St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
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16
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Hocking MC, Paltin I, Quast LF, Barakat LP. Acceptability and Feasibility in a Pilot Randomized Clinical Trial of Computerized Working Memory Training and Parental Problem-Solving Training With Pediatric Brain Tumor Survivors. J Pediatr Psychol 2019; 44:669-678. [DOI: 10.1093/jpepsy/jsz015] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Revised: 02/08/2019] [Accepted: 02/12/2019] [Indexed: 11/13/2022] Open
Affiliation(s)
- Matthew C Hocking
- The Children’s Hospital of Philadelphia
- The University of Pennsylvania
| | - Iris Paltin
- The Children’s Hospital of Philadelphia
- The University of Pennsylvania
| | - Lauren F Quast
- The Children’s Hospital of Philadelphia
- University of Georgia
| | - Lamia P Barakat
- The Children’s Hospital of Philadelphia
- The University of Pennsylvania
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17
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Schuele K, Bennett AE, Varughese T, Abel R, Reichenbacher C, Green K, King AA. Information Needs Regarding Cognitive Late Effects of Caregivers of Central Nervous System Tumor Survivors. OTJR-OCCUPATION PARTICIPATION AND HEALTH 2018; 39:159-166. [PMID: 30417736 DOI: 10.1177/1539449218809943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Pediatric central nervous system (CNS) tumor survivors are at risk for experiencing cognitive late effects (CLEs). Caregivers of survivors may be unaware of these changes or receive untimely information regarding CLEs. Conversely, health care providers (HCPs) may face barriers to providing education. This study aims to (a) understand the knowledge and resource gap for caregivers regarding CLEs and (b) explore how HCPs currently provide education. Caregivers and HCPs were both interviewed. Qualitative analysis was performed using emergent coding. Fifteen caregivers and eight HCPs participated. Caregivers generally felt confident in assisting their survivor but experienced "information overload" during initial diagnosis and treatment. HCPs reported difficulties in determining appropriate timing for education and perceived that caregivers typically lack understanding of CLEs. Caregivers should be aware of and understand a survivor's risk for CLEs to help survivors manage changes. With increasing survival rates of pediatric CNS tumor patients, HCPs must be prepared to provide appropriate education and referrals regarding CLEs for long-term care.
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Affiliation(s)
- Kara Schuele
- 1 Washington University School of Medicine, St. Louis, MO, USA
| | | | | | - Regina Abel
- 1 Washington University School of Medicine, St. Louis, MO, USA
| | | | - Karli Green
- 1 Washington University School of Medicine, St. Louis, MO, USA
| | - Allison A King
- 1 Washington University School of Medicine, St. Louis, MO, USA
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18
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Paltin I, Schofield HL, Baran J. Rehabilitation and Pediatric Oncology: Supporting Patients and Families During and After Treatment. CURRENT PHYSICAL MEDICINE AND REHABILITATION REPORTS 2018. [DOI: 10.1007/s40141-018-0181-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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19
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Scafidi J, Ritter J, Talbot BM, Edwards J, Chew LJ, Gallo V. Age-Dependent Cellular and Behavioral Deficits Induced by Molecularly Targeted Drugs Are Reversible. Cancer Res 2018; 78:2081-2095. [PMID: 29559476 DOI: 10.1158/0008-5472.can-17-2254] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Revised: 01/12/2018] [Accepted: 02/09/2018] [Indexed: 11/16/2022]
Abstract
Newly developed targeted anticancer drugs inhibit signaling pathways commonly altered in adult and pediatric cancers. However, as these pathways are also essential for normal brain development, concerns have emerged of neurologic sequelae resulting specifically from their application in pediatric cancers. The neural substrates and age dependency of these drug-induced effects in vivo are unknown, and their long-term behavioral consequences have not been characterized. This study defines the age-dependent cellular and behavioral effects of these drugs on normally developing brains and determines their reversibility with post-drug intervention. Mice at different postnatal ages received short courses of molecularly targeted drugs in regimens analagous to clinical treatment. Analysis of rapidly developing brain structures important for sensorimotor and cognitive function showed that, while adult administration was without effect, earlier neonatal administration of targeted therapies attenuated white matter oligodendroglia and hippocampal neuronal development more profoundly than later administration, leading to long-lasting behavioral deficits. This functional impairment was reversed by rehabilitation with physical and cognitive enrichment. Our findings demonstrate age-dependent, reversible effects of these drugs on brain development, which are important considerations as treatment options expand for pediatric cancers.Significance: Targeted therapeutics elicit age-dependent long-term consequences on the developing brain that can be ameliorated with environmental enrichment. Cancer Res; 78(8); 2081-95. ©2018 AACR.
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Affiliation(s)
- Joseph Scafidi
- Neurology, Children's National Health System, Washington, D.C. .,Center for Neuroscience Research, Children's Research Institute, Children's National Health System, Washington, D.C
| | - Jonathan Ritter
- Center for Neuroscience Research, Children's Research Institute, Children's National Health System, Washington, D.C
| | - Brooke M Talbot
- Center for Neuroscience Research, Children's Research Institute, Children's National Health System, Washington, D.C
| | - Jorge Edwards
- Center for Neuroscience Research, Children's Research Institute, Children's National Health System, Washington, D.C
| | - Li-Jin Chew
- Center for Neuroscience Research, Children's Research Institute, Children's National Health System, Washington, D.C
| | - Vittorio Gallo
- Center for Neuroscience Research, Children's Research Institute, Children's National Health System, Washington, D.C
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20
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Pfeiffer SM, Hutchinson AD. The efficacy of cognitive interventions for improving cognitive performance and academic achievement in children after cancer treatment: A systematic review. J Psychosoc Oncol 2018; 36:238-258. [PMID: 29336728 DOI: 10.1080/07347332.2017.1399954] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Academic decline has been reported in children after cancer treatment, believed to be as a result of cognitive impairment. Cognitive interventions may improve both the present and future outcomes for children after cancer treatment by improving cognitive and/or academic performance. This review aimed to examine the efficacy of cognitive interventions in children who had received cancer treatment. A systematic search of the PsycInfo and PubMed databases was conducted in May 2015 to identify studies in which cognitive interventions were conducted with children who had undergone cancer treatment and were under the age of 21. Cognitive or academic outcomes needed to be reported pre- and post-intervention to meet the inclusion criteria. Eleven studies were included in this review. Computerized and home-based cognitive interventions were found to be most successful at improving cognitive skills. However, few cognitive interventions assessed academic achievement specifically. Future cognitive intervention research studies should include measures of academic achievement outcomes, because academic achievement and cognitive outcomes may differ. Future research regarding the effectiveness of early, home-based and computerized intervention is warranted.
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Affiliation(s)
- Susan M Pfeiffer
- a School of Psychology, Social Work & Social Policy , University of South Australia , Adelaide , SA , Australia
| | - Amanda D Hutchinson
- a School of Psychology, Social Work & Social Policy , University of South Australia , Adelaide , SA , Australia
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21
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Benzing V, Eggenberger N, Spitzhüttl J, Siegwart V, Pastore-Wapp M, Kiefer C, Slavova N, Grotzer M, Heinks T, Schmidt M, Conzelmann A, Steinlin M, Everts R, Leibundgut K. The Brainfit study: efficacy of cognitive training and exergaming in pediatric cancer survivors - a randomized controlled trial. BMC Cancer 2018; 18:18. [PMID: 29298678 PMCID: PMC5753470 DOI: 10.1186/s12885-017-3933-x] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Accepted: 12/18/2017] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Cancer survival comes at a price: pediatric cancer survivors bear a high risk for a wide range of cognitive difficulties. Therefore, interventions targeting these difficulties are required. The aim of the present clinical trial is to extend empirical evidence about efficacy of cognitive and physical training in pediatric cancer survivors. It is hypothesized that early cognitive and physical interventions affect the remediation of pediatric cancer survivors in terms of improved executive functions (primary outcome). Additional positive effects of cognitive and physical intervention to other areas such as memory and attention are expected (secondary outcome). Changes in cognitive performance are expected to be associated with structural and functional changes in the brain. METHODS Overall, 150 pediatric cancer survivors and 50 matched controls will be included in this trial. The cancer survivors will be randomly assigned to either a computerized cognitive training, a physical training (exergaming) or a waiting control group. They will be assessed with neuropsychological tests, tests of sport motor performance and physical fitness before and after 8 weeks of training and again at a 3-months follow-up. Moreover, neuroimaging will be performed at each of the three time points to investigate the training impact on brain structure and function. DISCUSSION With increasing cancer survival rates, evidence-based interventions are of particular importance. New insights into training-related plasticity in the developing brain will further help to develop tailored rehabilitation programs for pediatric cancer survivors. TRIAL REGISTRATION KEK BE 196/15; KEK ZH 2015-0397; ICTRP NCT02749877 ; date of registration: 30.11.2016; date of first participant enrolment: .18.01.2017.
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Affiliation(s)
- Valentin Benzing
- Institute of Sport Science, University of Bern, Bern, Switzerland
| | - Noëmi Eggenberger
- Division of Neuropaediatrics, Development and Rehabilitation, University Children’s Hospital Bern, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Janine Spitzhüttl
- Division of Neuropaediatrics, Development and Rehabilitation, University Children’s Hospital Bern, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Insitute of Psychology, University of Bern, Bern, Switzerland
| | - Valerie Siegwart
- Division of Neuropaediatrics, Development and Rehabilitation, University Children’s Hospital Bern, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Manuela Pastore-Wapp
- Division of Diagnostic and Interventional Neuroradiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Claus Kiefer
- Division of Diagnostic and Interventional Neuroradiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Nedelina Slavova
- Division of Diagnostic and Interventional Neuroradiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Michael Grotzer
- Division of Pediatric Oncology, University Children’s Hospital Zurich, Zurich, Switzerland
| | - Theda Heinks
- Division of Neuropaediatrics, Development and Rehabilitation, University Children’s Hospital Bern, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Mirko Schmidt
- Institute of Sport Science, University of Bern, Bern, Switzerland
| | - Achim Conzelmann
- Institute of Sport Science, University of Bern, Bern, Switzerland
| | - Maja Steinlin
- Division of Neuropaediatrics, Development and Rehabilitation, University Children’s Hospital Bern, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Center for Cognition, Learning and Memory, CCLM, University of Bern, Bern, Switzerland
| | - Regula Everts
- Division of Neuropaediatrics, Development and Rehabilitation, University Children’s Hospital Bern, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Center for Cognition, Learning and Memory, CCLM, University of Bern, Bern, Switzerland
| | - Kurt Leibundgut
- Division of Pediatric Hematology and Oncology, University Children’s Hospital Bern, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
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22
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Fournier-Goodnight AS, Ashford JM, Clark KN, Martin-Elbahesh K, Hardy KK, Merchant TE, Jeha S, Ogg RJ, Zhang H, Wang L, Conklin HM. Disseminability of computerized cognitive training: Performance across coaches. APPLIED NEUROPSYCHOLOGY-CHILD 2017; 8:113-122. [PMID: 29161113 DOI: 10.1080/21622965.2017.1394853] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Cogmed is a computerized cognitive intervention utilizing coaches who receive standardized instruction in analyzing training indices and tailoring feedback to remotely monitor participant's performance. The goal of this study was to examine adherence, satisfaction, and efficacy of Cogmed across coaches. Survivors of pediatric brain tumors and acute lymphoblastic leukemia (N = 68) were randomized to intervention (Cogmed) or waitlist control. The intervention group was matched with one of two coaches. Cognitive assessments were completed before and after intervention, and participants and caregivers in the intervention group completed satisfaction surveys. T-tests showed no differences in adherence across coaches (number of sessions completed p = .38; d = .32). Noninferiority statistics were not consistently equivalent for satisfaction, but equivalence was supported for caregiver perceptions of pragmatic utility and participant perceptions of logistical ease of Cogmed. Equivalence was not consistently suggested for cognitive outcomes, but was supported on measures tapping relevant cognitive domains (attention, working memory, processing speed, academic fluency). This study suggests adherence can be maintained across coaches. While aspects of satisfaction and cognitive outcomes were equivalent, the possible influence of coach-based variables cannot be ruled out. Findings highlight challenges in standardizing the coaching component of multicomponent computerized interventions and the need for ongoing research to establish dessiminability.
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Affiliation(s)
| | - Jason M Ashford
- b Department of Psychology , St. Jude Children's Research Hospital , Memphis , Tennessee
| | - Kellie N Clark
- b Department of Psychology , St. Jude Children's Research Hospital , Memphis , Tennessee
| | - Karen Martin-Elbahesh
- b Department of Psychology , St. Jude Children's Research Hospital , Memphis , Tennessee
| | - Kristina K Hardy
- c Division of Neuropsychology , Children's National Medical Center and George Washington University School of Medicine , Washington , District of Columbia
| | - Thomas E Merchant
- d Radiation Oncology Department , St. Jude Children's Research Hospital , Memphis , Tennesse
| | - Sima Jeha
- e Oncology and Global Pediatric Medicine Departments , St. Jude Children's Research Hospital , Memphis , Tennessee
| | - Robert J Ogg
- f Diagnostic Imaging Department , St. Jude Children's Research Hospital , Memphis , Tennessee
| | - Hui Zhang
- g Biostatistics Department , St. Jude Children's Research Hospital , Memphis , Tennessee
| | - Lei Wang
- g Biostatistics Department , St. Jude Children's Research Hospital , Memphis , Tennessee
| | - Heather M Conklin
- b Department of Psychology , St. Jude Children's Research Hospital , Memphis , Tennessee
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23
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Conklin HM, Ashford JM, Clark KN, Martin-Elbahesh K, Hardy KK, Merchant TE, Ogg RJ, Jeha S, Huang L, Zhang H. Long-Term Efficacy of Computerized Cognitive Training Among Survivors of Childhood Cancer: A Single-Blind Randomized Controlled Trial. J Pediatr Psychol 2017; 42:220-231. [PMID: 27342301 DOI: 10.1093/jpepsy/jsw057] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2016] [Accepted: 05/27/2016] [Indexed: 11/12/2022] Open
Abstract
Objective To investigate the long-term efficacy of computerized cognitive training in improving cognitive outcomes among childhood cancer survivors. Methods Sixty-eight survivors of childhood acute lymphoblastic leukemia (ALL) or brain tumor (BT) were randomly assigned to computerized cognitive intervention (23 ALL/11 BT, age = 12.21 ± 2.47) or a waitlist control group (24 ALL/10 BT, age = 11.82 ± 2.42). Cognitive assessments were completed pre-, immediately post-, and 6 months postintervention. Results A prior report showed training led to immediate improvement in working memory, attention and processing speed. In the current study, piecewise linear mixed effects modeling revealed that working memory and processing speed were unchanged from immediate to 6 months postintervention (intervention β = -.04 to .01, p = .26 to .95; control β = -.06 to .01, p = .23-.97), but group differences on an attention measure did not persist. Conclusion Cognitive benefits are maintained 6 months following computerized cognitive training, adding to potential clinical utility of this intervention approach.
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Affiliation(s)
- Heather M Conklin
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jason M Ashford
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kellie N Clark
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | | | - Kristina K Hardy
- Neuropsychology Division, Center for Neuroscience and Behavioral Medicine, Children's National Medical Center, Washington, DC, USA.,Department of Psychiatry and Behavioral Science, George Washington University School of Medicine, Washington, DC, USA
| | - Thomas E Merchant
- Department of Radiation Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Robert J Ogg
- Division of Translational Imaging, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Sima Jeha
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Lu Huang
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Hui Zhang
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
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Carlson-Green B, Puig J, Bendel A. Feasibility and efficacy of an extended trial of home-based working memory training for pediatric brain tumor survivors: a pilot study. Neurooncol Pract 2017; 4:111-120. [PMID: 31385985 PMCID: PMC6655366 DOI: 10.1093/nop/npw015] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Impaired working memory appears to play a key role in some of the neurocognitive late effects of pediatric brain tumor treatments, including declines in intellectual and executive functioning. Recent studies of pediatric cancer survivors suggest Cogmed® Working Memory Training is effective at improving working memory, although pediatric brain tumor survivors may demonstrate a less robust response than children with other cancers. The current study sought to determine if an extended course of Cogmed (35 sessions) was both feasible and efficacious for brain tumor survivors and if improvements were observable in near-transfer and far-transfer working memory measures as well as parent rating scores at 6 months post-treatment. METHODS Twenty pediatric brain tumor survivors ages 8 to 18 years with working memory deficits completed 35 sessions of Cogmed. Assessments of working memory and academic skills were completed at baseline, completion of training, and 6-month follow-up and parents completed questionnaires at baseline and 6-month follow-up. RESULTS Participants showed significant improvements in working memory at training completion and 6-month follow-up and math achievement at 6-month follow-up. Parents reported executive functioning improvements at follow-up as compared with baseline. Participants' program-based working memory skills did not change significantly between sessions 25 and 35, suggesting that extended training did not provide additional benefit. CONCLUSIONS This study replicates and extends previous research by: (1) demonstrating that brain tumor survivors at high risk for neurocognitive late effects can complete and benefit from working memory training, (2) identifying a point of diminished returns on training time investment, and (3) demonstrating benefits 6 months post-intervention.
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Affiliation(s)
- Bonnie Carlson-Green
- Psychological Services (B.C.-G), Cancer and Blood Disorders Clinic at Children's of Minnesota, Children's Hospitals & Clinics of Minnesota, 345 North Smith Avenue, St Paul, MN 55102 (A.B); University of Minnesota, Division of Clinical Neuroscience, 2512 S. 7th St., Minneapolis, MN 55454 (J.P)
| | - Jennifer Puig
- Psychological Services (B.C.-G), Cancer and Blood Disorders Clinic at Children's of Minnesota, Children's Hospitals & Clinics of Minnesota, 345 North Smith Avenue, St Paul, MN 55102 (A.B); University of Minnesota, Division of Clinical Neuroscience, 2512 S. 7th St., Minneapolis, MN 55454 (J.P)
| | - Anne Bendel
- Psychological Services (B.C.-G), Cancer and Blood Disorders Clinic at Children's of Minnesota, Children's Hospitals & Clinics of Minnesota, 345 North Smith Avenue, St Paul, MN 55102 (A.B); University of Minnesota, Division of Clinical Neuroscience, 2512 S. 7th St., Minneapolis, MN 55454 (J.P)
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Leukoencephalopathy and long-term neurobehavioural, neurocognitive, and brain imaging outcomes in survivors of childhood acute lymphoblastic leukaemia treated with chemotherapy: a longitudinal analysis. LANCET HAEMATOLOGY 2016; 3:e456-e466. [PMID: 27658980 DOI: 10.1016/s2352-3026(16)30110-7] [Citation(s) in RCA: 85] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2015] [Revised: 07/22/2016] [Accepted: 08/01/2016] [Indexed: 11/23/2022]
Abstract
BACKGROUND Leukoencephalopathy is observed in some children undergoing chemotherapy for acute lymphoblastic leukaemia, although its effects on long-term outcomes is unknown. This study examines the associations between acute leukoencephalopathy and neurobehavioural, neurocognitive, and brain white matter imaging outcomes in long-term survivors of childhood acute lymphoblastic leukaemia treated with chemotherapy without cranial radiation. METHODS In this longitudinal analysis, we used data of children with acute lymphoblastic leukaemia at St Jude Children's Research Hospital (Memphis, TN, USA) who had been treated between June 1, 2000, and Oct 31, 2010. Eligible patients were diagnosed with non-B-cell acute lymphoblastic leukaemia, aged at least 8 years, and survivors with at least 5 years since their initial diagnosis. Brain MRIs obtained during active therapy were systematically coded for leukoencephalopathy using Common Terminology Criteria for Adverse Event version 4. At least 5 years after their diagnosis, survivors completed neurocognitive testing, another brain MRI, and their parents completed neurobehavioural ratings of their child (Behavior Rating Inventory of Executive Function [BRIEF]). Follow-up MRI included diffusion tensor imaging to assess white matter integrity, with indices of fractional anisotropy, axial diffusivity, and radial diffusivity from frontal lobes, parietal lobes, and in the frontostriatal tract. The neuroradiologist, who assessed abnormal MRIs, was masked to both group assignment of survivors and the neurobehavioural and neurocognitive outcomes. The primary outcomes were neurobehavioural function, assessed from completed BRIEF, and neurocognitive performance, measured by direct neurocognitive tests (Delis-Kaplan Executive Function System, Wechsler Intelligence Scale for Children-IV/Wechsler Adult Intelligence Scale-III, Rey-Osterrieth Complex Figure Test, and Lafayette Grooved Pegboard Test). This study had completed enrolment in October, 2014, and is registered as an observational study at ClinicalTrials.gov, number NCT01014195. FINDINGS Between Feb 18, 2010, and Oct 22, 2014, 210 (70%) of 301 eligible survivors participated in our study of whom 190 were evaluable, 162 had an MRI. 56 participants had quantitative brain imaging data and were included in evaluable population analyses. 51 (27%) of the 190 evaluable participants had acute leukoencephalopathy. Compared with population norms, survivors were reported to have more neurobehavioural problems with working memory, organisation, initiation, and planning (p<0·001 for all). Survivors had worse scores than the general population on direct measures of memory span, processing speed, and executive function (p<0·05 for all). Survivors with a history of acute leukoencephalopathy had more neurobehavioural problems than survivors with no history of leukoencephalopathy on organisation (adjusted T-score 56·2 [95% CI 53·3-59·1] vs 52·2 [50·4-53·9], p=0·020) and initiation (55·5 [52·7-58·3] vs 52·1 [50·4-53·8], p=0·045). Survivors with acute leukoencephalopathy also had reduced white matter integrity in the frontostriatal tract at follow-up: lower fractional anisotropy (p=0·069), higher axial diffusivity (p=0·020), and higher radial diffusivity (p=0·0077). A one-unit change in the radial diffusivity index corresponded with a 15·0 increase in raw score points on initiation, 30·3 on planning, and 28·0 on working memory (p<0·05 for all). INTERPRETATION Acute leukoencephalopathy during chemotherapy treatment, without cranial radiation, for childhood acute lymphoblastic leukaemia predicted higher risk for long-term neurobehavioural problems and reduced white matter integrity in frontal brain regions. Survivors of childhood acute lymphoblastic leukaemia might benefit from preventive cognitive or behavioural interventions, particularly those who develop acute leukoencephalopathy. FUNDING National Institute of Mental Health, National Cancer Institute, American Lebanese Syrian Associated Charities.
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Conklin HM, Ogg RJ, Ashford JM, Scoggins MA, Zou P, Clark KN, Martin-Elbahesh K, Hardy KK, Merchant TE, Jeha S, Huang L, Zhang H. Computerized Cognitive Training for Amelioration of Cognitive Late Effects Among Childhood Cancer Survivors: A Randomized Controlled Trial. J Clin Oncol 2015; 33:3894-902. [PMID: 26460306 DOI: 10.1200/jco.2015.61.6672] [Citation(s) in RCA: 109] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Children receiving CNS-directed therapy for cancer are at risk for cognitive problems, with few available empirically supported interventions. Cognitive problems indicate neurodevelopmental disruption that may be modifiable with intervention. This study evaluated short-term efficacy of a computerized cognitive training program and neural correlates of cognitive change. PATIENT AND METHODS A total of 68 survivors of childhood acute lymphoblastic leukemia (ALL) or brain tumor (BT) with identified cognitive deficits were randomly assigned to computerized cognitive intervention (male, n = 18; female, n = 16; ALL, n = 23; BT, n = 11; mean age ± standard deviation, 12.21 ± 2.47 years) or waitlist (male, n = 18; female, n = 16; ALL, n = 24; BT, n = 10; median age ± standard deviation, 11.82 ± 2.42 years). Intervention participants were asked to complete 25 training sessions at home with weekly, telephone-based coaching. Cognitive assessments and functional magnetic resonance imaging scans (intervention group) were completed pre- and postintervention, with immediate change in spatial span backward as the primary outcome. RESULTS Survivors completing the intervention (n = 30; 88%) demonstrated greater improvement than controls on measures of working memory (mean ± SEM; eg, Wechsler Intelligence Scale for Children [fourth edition; WISC-IV] spatial span backward, 3.13 ± 0.58 v 0.75 ± 0.43; P = .002; effect size [ES], 0.84), attention (eg, WISC-IV spatial span forward, 3.30 ± 0.71 v 1.25 ± 0.39; P = .01; ES, 0.65), and processing speed (eg, Conners' Continuous Performance Test hit reaction time, -2.10 ± 1.47 v 2.54 ± 1.25; P = .02; ES, .61) and showed greater reductions in reported executive dysfunction (eg, Conners' Parent Rating Scale III, -6.73 ± 1.51 v 0.41 ± 1.53; P = .002; ES, 0.84). Functional magnetic resonance imaging revealed significant pre- to post-training reduction in activation of left lateral prefrontal and bilateral medial frontal areas. CONCLUSION Study findings show computerized cognitive training is feasible and efficacious for childhood cancer survivors, with evidence for training-related neuroplasticity.
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Affiliation(s)
- Heather M Conklin
- Heather M. Conklin, Robert J. Ogg, Jason M. Ashford, Matthew A. Scoggins, Ping Zou, Kellie N. Clark, Karen Martin-Elbahesh, Thomas E. Merchant, Sima Jeha, Lu Huang, and Hui Zhang, St Jude Children's Research Hospital, Memphis, TN; and Kristina K. Hardy, Children's National Medical Center and George Washington University School of Medicine, Washington, DC.
| | - Robert J Ogg
- Heather M. Conklin, Robert J. Ogg, Jason M. Ashford, Matthew A. Scoggins, Ping Zou, Kellie N. Clark, Karen Martin-Elbahesh, Thomas E. Merchant, Sima Jeha, Lu Huang, and Hui Zhang, St Jude Children's Research Hospital, Memphis, TN; and Kristina K. Hardy, Children's National Medical Center and George Washington University School of Medicine, Washington, DC
| | - Jason M Ashford
- Heather M. Conklin, Robert J. Ogg, Jason M. Ashford, Matthew A. Scoggins, Ping Zou, Kellie N. Clark, Karen Martin-Elbahesh, Thomas E. Merchant, Sima Jeha, Lu Huang, and Hui Zhang, St Jude Children's Research Hospital, Memphis, TN; and Kristina K. Hardy, Children's National Medical Center and George Washington University School of Medicine, Washington, DC
| | - Matthew A Scoggins
- Heather M. Conklin, Robert J. Ogg, Jason M. Ashford, Matthew A. Scoggins, Ping Zou, Kellie N. Clark, Karen Martin-Elbahesh, Thomas E. Merchant, Sima Jeha, Lu Huang, and Hui Zhang, St Jude Children's Research Hospital, Memphis, TN; and Kristina K. Hardy, Children's National Medical Center and George Washington University School of Medicine, Washington, DC
| | - Ping Zou
- Heather M. Conklin, Robert J. Ogg, Jason M. Ashford, Matthew A. Scoggins, Ping Zou, Kellie N. Clark, Karen Martin-Elbahesh, Thomas E. Merchant, Sima Jeha, Lu Huang, and Hui Zhang, St Jude Children's Research Hospital, Memphis, TN; and Kristina K. Hardy, Children's National Medical Center and George Washington University School of Medicine, Washington, DC
| | - Kellie N Clark
- Heather M. Conklin, Robert J. Ogg, Jason M. Ashford, Matthew A. Scoggins, Ping Zou, Kellie N. Clark, Karen Martin-Elbahesh, Thomas E. Merchant, Sima Jeha, Lu Huang, and Hui Zhang, St Jude Children's Research Hospital, Memphis, TN; and Kristina K. Hardy, Children's National Medical Center and George Washington University School of Medicine, Washington, DC
| | - Karen Martin-Elbahesh
- Heather M. Conklin, Robert J. Ogg, Jason M. Ashford, Matthew A. Scoggins, Ping Zou, Kellie N. Clark, Karen Martin-Elbahesh, Thomas E. Merchant, Sima Jeha, Lu Huang, and Hui Zhang, St Jude Children's Research Hospital, Memphis, TN; and Kristina K. Hardy, Children's National Medical Center and George Washington University School of Medicine, Washington, DC
| | - Kristina K Hardy
- Heather M. Conklin, Robert J. Ogg, Jason M. Ashford, Matthew A. Scoggins, Ping Zou, Kellie N. Clark, Karen Martin-Elbahesh, Thomas E. Merchant, Sima Jeha, Lu Huang, and Hui Zhang, St Jude Children's Research Hospital, Memphis, TN; and Kristina K. Hardy, Children's National Medical Center and George Washington University School of Medicine, Washington, DC
| | - Thomas E Merchant
- Heather M. Conklin, Robert J. Ogg, Jason M. Ashford, Matthew A. Scoggins, Ping Zou, Kellie N. Clark, Karen Martin-Elbahesh, Thomas E. Merchant, Sima Jeha, Lu Huang, and Hui Zhang, St Jude Children's Research Hospital, Memphis, TN; and Kristina K. Hardy, Children's National Medical Center and George Washington University School of Medicine, Washington, DC
| | - Sima Jeha
- Heather M. Conklin, Robert J. Ogg, Jason M. Ashford, Matthew A. Scoggins, Ping Zou, Kellie N. Clark, Karen Martin-Elbahesh, Thomas E. Merchant, Sima Jeha, Lu Huang, and Hui Zhang, St Jude Children's Research Hospital, Memphis, TN; and Kristina K. Hardy, Children's National Medical Center and George Washington University School of Medicine, Washington, DC
| | - Lu Huang
- Heather M. Conklin, Robert J. Ogg, Jason M. Ashford, Matthew A. Scoggins, Ping Zou, Kellie N. Clark, Karen Martin-Elbahesh, Thomas E. Merchant, Sima Jeha, Lu Huang, and Hui Zhang, St Jude Children's Research Hospital, Memphis, TN; and Kristina K. Hardy, Children's National Medical Center and George Washington University School of Medicine, Washington, DC
| | - Hui Zhang
- Heather M. Conklin, Robert J. Ogg, Jason M. Ashford, Matthew A. Scoggins, Ping Zou, Kellie N. Clark, Karen Martin-Elbahesh, Thomas E. Merchant, Sima Jeha, Lu Huang, and Hui Zhang, St Jude Children's Research Hospital, Memphis, TN; and Kristina K. Hardy, Children's National Medical Center and George Washington University School of Medicine, Washington, DC
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