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Hou Y, Yu L, Liu D, Wilson-Lemoine E, Wu X, Moreira JP, Mujica BF, Mukhopadhyay ES, Novotney AN, Payne JM. Systematic Review and Meta-Analysis: Attention-Deficit/Hyperactivity Disorder Symptoms in Children With Neurofibromatosis Type 1. J Am Acad Child Adolesc Psychiatry 2025; 64:447-462. [PMID: 39709008 DOI: 10.1016/j.jaac.2024.09.011] [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: 03/29/2024] [Revised: 08/30/2024] [Accepted: 12/12/2024] [Indexed: 12/23/2024]
Abstract
OBJECTIVE This meta-analysis aimed to robustly estimate differences in attention-deficit/hyperactivity disorder (ADHD) symptoms between children and adolescents with and without neurofibromatosis type 1 (NF1). METHOD Systematic literature searches were conducted in Scopus, PsycINFO, Web of Science, PubMed, and ProQuest in September 2022, with a supplemental search conducted in Google Scholar in February 2023. The searches identified 2,153 unique articles. Screening identified 114 academic journal articles that assessed parent/caregiver- or teacher-reported ADHD symptoms for children/adolescents with NF1. Two researchers independently screened articles and extracted data. The primary outcome was group differences in ADHD symptoms between children/adolescents with and without NF1 (Hedges g). Data were analyzed using robust variance estimation and random-effects models. RESULTS The meta-analysis included 70 studies (138 effect sizes), involving 3,653 children/adolescents with NF1 (46% female; mean age = 9.69 years, SD = 2.60 years) and 4,895 children/adolescents without NF1 (48% female; mean age = 10.03 years, SD = 3.10 years). According to parent/caregiver reports, children/adolescents with NF1 exhibited more severe inattentive symptoms (g = 1.20; 95% CI = 1.06-1.35), hyperactive/impulsive symptoms (g = 0.85; 95% CI = 0. 68-1.03), and combined ADHD symptoms (g = 1.02; 95% CI = 0.87-1.17) than unaffected controls. Inattentive ADHD symptoms were more elevated than hyperactivity/impulsivity for children/adolescents with NF1. Larger effect sizes for inattention and hyperactivity/impulsivity were associated with older age, lower intelligence quotient (IQ), and parent/caregiver vs teacher reports. CONCLUSION NF1 is a monogenic condition that has strong associations with elevated ADHD symptoms. Findings highlight the importance of early intervention and targeted support for ADHD-related problems in children with NF1. PLAIN LANGUAGE SUMMARY Increasing evidence has suggested a higher risk for attention-deficit/hyperactivity disorder (ADHD) in individuals with neurofibromatosis type 1 (NF1). In this study of ADHD symptom severity in youth with NF1, the authors analyzed data from 70 articles. The authors found much more severe ADHD symptoms in children and adolescents with NF1 compared to youth without NF1. Inattentive symptoms were more pronounced in children with NIF who were older or had a lower IQ. STUDY PREREGISTRATION INFORMATION Compare the ADHD problems between NF1 and control groups; https://www.crd.york.ac.uk/PROSPERO/display_record.php?RecordID=462063.
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Affiliation(s)
- Yang Hou
- Florida State University, Tallahassee, Florida, USA.
| | - Liyan Yu
- Florida State University, Tallahassee, Florida, USA
| | - Dan Liu
- Florida State University, Tallahassee, Florida, USA
| | | | - Xian Wu
- University of Kentucky, Lexington, Kentucky, USA
| | | | | | | | | | - Jonathan M Payne
- Murdoch Children's Research Institute, Australia and The University of Melbourne, Australia
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Siqueiros-Sanchez M, Serur Y, McGhee CA, Smith TF, Green T. Social Communication in Ras Pathway Disorders: A Comprehensive Review From Genetics to Behavior in Neurofibromatosis Type 1 and Noonan Syndrome. Biol Psychiatry 2025; 97:461-498. [PMID: 39366539 PMCID: PMC11805629 DOI: 10.1016/j.biopsych.2024.09.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Revised: 09/10/2024] [Accepted: 09/22/2024] [Indexed: 10/06/2024]
Abstract
Neurofibromatosis type 1 (NF1) and Noonan syndrome (NS) are neurogenetic syndromes caused by pathogenetic variants encoding components of the Ras-ERK-MAPK (Ras/extracellular signal-regulated kinase/mitogen-activated protein kinase) signaling pathway (Ras pathway). NF1 and NS are associated with differences in social communication and related neuropsychiatric risks. During the last decade, there has been growing interest in Ras-linked syndromes as models to understand social communication deficits and autism spectrum disorder. We systematically review the literature between 2010 and 2023 focusing on the social communication construct of the Research Domain Criteria framework. We provide an integrative summary of the research on facial and nonfacial social communication processes in NF1 and NS across molecular, cellular, neural circuitry, and behavioral domains. At the molecular and cellular levels, dysregulation in the Ras pathway is intricately tied to variations in social communication through changes in GABAergic (gamma-aminobutyric acidergic), glutamatergic, and serotonergic transmission, as well as inhibitory/excitatory imbalance. Neural circuitry typically associated with learning, attention, and memory in NF1 and NS (e.g., corticostriatal connectivity) is also implicated in social communication. We highlight less-researched potential mechanisms for social communication, such as white matter connectivity and the default mode network. Finally, key gaps in NF1 and NS literature are identified, and a roadmap for future research is provided. By leveraging genetic syndrome research, we can understand the mechanisms associated with behaviors and psychiatric disorders.
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Affiliation(s)
- Monica Siqueiros-Sanchez
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California; Division of Interdisciplinary Brain Sciences, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California.
| | - Yaffa Serur
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California; Division of Interdisciplinary Brain Sciences, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California
| | - Chloe A McGhee
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California; Division of Interdisciplinary Brain Sciences, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California
| | - Taylor F Smith
- Department of Psychology and Child Development, California Polytechnic State University, San Luis Obispo, California
| | - Tamar Green
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California; Division of Interdisciplinary Brain Sciences, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California
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Hou Y, Zong X, Wu X, Liu D, Wolters PL, Janusz J, Walsh KS, Morris SM, Payne JM, Pride N, Garg S, Robinson L, Stavinoha PL. Academic Achievement of Children With Neurofibromatosis Type 1. Pediatrics 2025; 155:e2024067016. [PMID: 39848286 DOI: 10.1542/peds.2024-067016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 11/11/2024] [Indexed: 01/25/2025] Open
Abstract
BACKGROUND AND OBJECTIVES Learning difficulties are frequently reported in children with neurofibromatosis type 1 (NF1), yet little is known about the extent and predictors of their academic functions across ages. We aimed to examine the developmental patterns of academic achievement in these children from childhood to adolescence and how these patterns differ across demographic and NF1-related disease factors. METHODS This cross-sectional study integrated data of 1512 children with NF1 (mean age, 11.2 years, SD, 3.62, range, 3-18, 46.5% female patients) from 8 institutions. Academic functioning was assessed with Woodcock-Johnson Tests of Achievement or the Wechsler Individual Achievement Test. Data were analyzed primarily using time-varying effect modeling. RESULTS Participants' academic achievement was significantly lower than the normative means across ages, and the gap widened from middle childhood to midadolescence. Academic age trends varied across academic domains and demographic and disease factors. Male patients demonstrated larger deviations in math at midchildhood and in reading and writing between midchildhood and midadolescence. Children with lower parental education demonstrated larger deviations in math, reading, and writing between midchildhood and midadolescence. Children with familial NF1 demonstrated larger deviations in math at midchildhood and mid-to-late-adolescence, and in reading and writing between midchildhood and midadolescence. CONCLUSIONS Academic difficulties in children with NF1 emerge early and worsen with age. The findings also highlight the variability within this population across demographic and disease factors. The age-specific estimates of academic functions can serve as the first NF1-specific academic norms, providing useful insights for future research and practice.
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Affiliation(s)
- Yang Hou
- Florida State University, Tallahassee, FL
| | | | - Xian Wu
- University of Kentucky, Lexington, KY
| | - Dan Liu
- Florida State University, Tallahassee, FL
| | - Pamela L Wolters
- National Cancer Institute, Center for Cancer Research, Pediatric Oncology Branch, Bethesda, MD
| | - Jennifer Janusz
- Children's Hospital Colorado and University of Colorado School of Medicine, Aurora, CO
| | - Karin S Walsh
- Children's National Hospital and The George Washington University School of Medicine, Washington DC
| | - Stephanie M Morris
- Kennedy Krieger Institute, Center for Autism and Related Disorders, Baltimore, MD
| | - Jonathan M Payne
- Murdoch Children's Research Institute, Melbourne, VIC, Australia
| | - Natalie Pride
- The Children's Hospital at Westmead, Westmead, NSW, Australia
| | - Shruti Garg
- University of Manchester and Manchester University Foundation NHS Trust, Manchester, UK
| | - Louise Robinson
- University of Manchester and Manchester University Foundation NHS Trust, Manchester, UK
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Maier A, Pride NA, Hearps SJC, Shah N, Porter M, North KN, Payne JM. Neuropsychological factors associated with performance on the rey-osterrieth complex figure test in children with neurofibromatosis type 1. Child Neuropsychol 2024; 30:348-359. [PMID: 37038321 DOI: 10.1080/09297049.2023.2199975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 03/30/2023] [Indexed: 04/12/2023]
Abstract
Children with neurofibromatosis type 1 (NF1) are at considerable risk for cognitive difficulties, including visuospatial deficits and executive dysfunction. This study aimed to (1) assess the overall performance of children with NF1 on the Rey-Osterrieth Complex Figure Test (RCFT) compared to unaffected siblings and (2) examine neuropsychological predictors of RCFT performance in children with NF1. A retrospective clinical audit was performed on neuropsychological records from a multidisciplinary NF1 Clinic in Australia. We searched for children that had completed an assessment between 2000 and 2015 which included the RCFT and other neuropsychological outcomes in this study. These included the Wechsler Intelligence Scale for Children, Judgment of Line Orientation (JLO), Tower of London test, Conners ADHD Scales, and the Behavioral Rating Inventory of Executive Function (BRIEF). The study population consisted of 191 children with NF1 aged 6-16 years, and 55 unaffected siblings recruited from a separate study. Results revealed that 62% of children with NF1 performed at or below the first percentile on the RCFT copy, which was significantly worse than their unaffected siblings. Visuospatial skills, parent-rated executive abilities, ADHD symptoms, and intellectual skills all predicted poorer performance on the RCFT copy, however the best fitting multiple regression model only contained the JLO, BRIEF Metacognition Index, and chronological age. The JLO emerged as the strongest predictor of RCFT performance. This study provides evidence that visuospatial deficits are a key driver of reduced RCFT performance in NF1 and that executive skills as well as a younger age are also independent predictors of RCFT performance.
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Affiliation(s)
- Alice Maier
- The Royal Children's Hospital, Murdoch Children's Research Institute, Melbourne, Australia
| | - Natalie A Pride
- Kids Neuroscience Centre, The Children's Hospital at Westmead, Sydney, Australia
| | - Stephen J C Hearps
- The Royal Children's Hospital, Murdoch Children's Research Institute, Melbourne, Australia
- Department of Critical Care, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia
| | - Nijashree Shah
- School of Psychology, Macquarie University, Sydney, Australia
| | - Melanie Porter
- School of Psychology, Macquarie University, Sydney, Australia
| | - Kathryn N North
- The Royal Children's Hospital, Murdoch Children's Research Institute, Melbourne, Australia
- Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia
| | - Jonathan M Payne
- The Royal Children's Hospital, Murdoch Children's Research Institute, Melbourne, Australia
- Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia
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5
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Haebich KM, Dao DP, Pride NA, Barton B, Walsh KS, Maier A, Chisholm AK, Darke H, Catroppa C, Malarbi S, Wilkinson JC, Anderson VA, North KN, Payne JM. The mediating role of ADHD symptoms between executive function and social skills in children with neurofibromatosis type 1. Child Neuropsychol 2021; 28:318-336. [PMID: 34587865 DOI: 10.1080/09297049.2021.1976129] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Children with neurofibromatosis type 1 (NF1) often experience executive dysfunction, attention deficit/hyperactivity disorder (ADHD) symptoms and poor social skills, however, the nature of the relationships between these domains in children with NF1 is unclear. This study investigated these relationships using primary caregiver ratings of executive functions, ADHD symptoms and social skills in children with NF1. Participants were 136 children with NF1 and 93 typically developing (TD) controls aged 3-15 years recruited from 3 multidisciplinary neurofibromatosis clinics in Melbourne and Sydney, Australia, and Washington DC, USA. Mediation analysis was performed on primary outcome variables: parent ratings of executive functions (Behavior Rating Inventory of Executive Function, Metacognition Index), ADHD symptoms (Conners-3/Conners ADHD Diagnostic and Statistical Manual for Mental Disorders Scales) and social skills (Social Skills Improvement System-Rating Scale), adjusting for potential confounders (full scale IQ, sex, and social risk). Results revealed significantly poorer executive functions, elevated ADHD symptoms and reduced social skills in children with NF1 compared to controls. Poorer executive functions significantly predicted elevated ADHD symptoms and poorer social skills. Elevated ADHD symptoms significantly mediated the relationship between executive functions and social skills problems although did not fully account for social dysfunction. This study provides evidence for the importance of targeting ADHD symptoms as part of future interventions aimed at promoting prosocial behaviors in children with NF1.
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Affiliation(s)
- Kristina M Haebich
- Murdoch Children's Research Institute, The Royal Children's Hospital, Melbourne, Australia.,Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences,University of Melbourne, Melbourne, Australia
| | - Duy P Dao
- Murdoch Children's Research Institute, The Royal Children's Hospital, Melbourne, Australia
| | - Natalie A Pride
- Kids Ne Uroscience Centre, the Children's Hospital at Westmead, Sydney, Australia.,Discipline of Paediatrics & Child Health, University of Sydney, Sydney, Australia
| | - Belinda Barton
- Kids Ne Uroscience Centre, the Children's Hospital at Westmead, Sydney, Australia.,Discipline of Paediatrics & Child Health, University of Sydney, Sydney, Australia.,Children's Hospital Education Research Institute, the Children's Hospital at Westmead, Sydney, Australia
| | - Karin S Walsh
- Center for Neuroscience and Behavioral Medicine, Children's National Hospital, Washington, DC, USA.,Departments of Pediatrics and Psychiatry, The George Washington University School of Medicine, Washington, DC, USA
| | - Alice Maier
- Murdoch Children's Research Institute, The Royal Children's Hospital, Melbourne, Australia
| | - Anita K Chisholm
- Murdoch Children's Research Institute, The Royal Children's Hospital, Melbourne, Australia.,Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences,University of Melbourne, Melbourne, Australia
| | - Hayley Darke
- Murdoch Children's Research Institute, The Royal Children's Hospital, Melbourne, Australia
| | - Cathy Catroppa
- Murdoch Children's Research Institute, The Royal Children's Hospital, Melbourne, Australia.,Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences,University of Melbourne, Melbourne, Australia
| | - Stephanie Malarbi
- Murdoch Children's Research Institute, The Royal Children's Hospital, Melbourne, Australia.,Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences,University of Melbourne, Melbourne, Australia
| | - Jake C Wilkinson
- Murdoch Children's Research Institute, The Royal Children's Hospital, Melbourne, Australia.,School of Psychology, Cardiff University, Cardiff, UK
| | - Vicki A Anderson
- Murdoch Children's Research Institute, The Royal Children's Hospital, Melbourne, Australia.,Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences,University of Melbourne, Melbourne, Australia
| | - Kathryn N North
- Murdoch Children's Research Institute, The Royal Children's Hospital, Melbourne, Australia.,Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences,University of Melbourne, Melbourne, Australia
| | - Jonathan M Payne
- Murdoch Children's Research Institute, The Royal Children's Hospital, Melbourne, Australia.,Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences,University of Melbourne, Melbourne, Australia
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6
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Morandini HA, Silk TJ, Griffiths K, Rao P, Hood SD, Zepf FD. Meta-analysis of the neural correlates of vigilant attention in children and adolescents. Cortex 2020; 132:374-385. [DOI: 10.1016/j.cortex.2020.08.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 07/10/2020] [Accepted: 08/18/2020] [Indexed: 01/02/2023]
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Varni JW, Panepinto JA. Cognitive functioning, patient health communication, and worry mediate pain predictive effects on health-related quality of life in youth with sickle cell disease. Pediatr Blood Cancer 2020; 67:e28680. [PMID: 32860648 DOI: 10.1002/pbc.28680] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 07/25/2020] [Accepted: 08/19/2020] [Indexed: 12/11/2022]
Abstract
OBJECTIVES The objective was to investigate the serial mediating effects of perceived cognitive functioning, patient health communication, and disease-specific worry in the relationship between pain and overall generic health-related quality of life (HRQOL) in youth with sickle cell disease (SCD) from the patient perspective. METHODS The pain, cognitive functioning, communication and worry scales from the Pediatric Quality of Life Inventory (PedsQL) Sickle Cell Disease Module and the PedsQL Multidimensional Fatigue Scale, and the PedsQL 4.0 Generic Core Scales were completed in a multisite national study by 233 youth with SCD of ages 5-18. Hierarchical multiple regression and serial multiple mediator model analyses were conducted to test the mediating effects of perceived cognitive functioning, health communication, and disease-specific worry as intervening variables in the association between the pain predictor variable and overall generic HRQOL. RESULTS Pain predictive effects on overall generic HRQOL were serially mediated by cognitive functioning, health communication, and disease-specific worry. In predictive analytics models utilizing hierarchical multiple regression analyses with age and gender demographic covariates, pain, cognitive functioning, health communication, and worry accounted for 65% of the variance in patient-reported overall generic HRQOL (P < .001), representing a large effect size. CONCLUSIONS Perceived cognitive functioning, patient health communication, and disease-specific worry explain in part the mechanism of pain predictive effects on overall generic HRQOL in youth with SCD. Identifying SCD-specific pain, perceived cognitive functioning, health communication, and disease-specific worry as predictor variables of overall generic HRQOL from the patient perspective may inform clinical interventions and future patient-centered clinical research.
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Affiliation(s)
- James W Varni
- Department of Pediatrics, College of Medicine, Department of Landscape Architecture and Urban Planning, College of Architecture, Texas A&M University, College Station, Texas
| | - Julie A Panepinto
- Department of Pediatrics, Hematology/Oncology/Bone Marrow Transplantation, Children's Hospital of Wisconsin of the Children's Research Institute/Medical College of Wisconsin, Milwaukee, Wisconsin
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8
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An executive functioning perspective in neurofibromatosis type 1: from ADHD and autism spectrum disorder to research domains. Childs Nerv Syst 2020; 36:2321-2332. [PMID: 32617712 DOI: 10.1007/s00381-020-04745-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2020] [Accepted: 06/11/2020] [Indexed: 01/31/2023]
Abstract
PURPOSE Neurofibromatosis type 1 (NF1) is a rare monogenic disorder associated with executive function (EF) deficits and heightened risk for attention-deficit/hyperactivity disorder (ADHD) and autism spectrum disorder (ASD). The goal of this paper is to understand how EFs provide a common foundation to understand vulnerabilities for ADHD and ASD within NF1. METHODS A literature review and synthesis was conducted. RESULTS EF difficulties in working memory, inhibitory control, cognitive flexibility, and planning are evident in NF1, ADHD, and ASD. However, relatively little is known about the heterogeneity of EFs and ADHD and ASD outcomes in NF1. Assessment of ADHD and ASD in NF1 is based on behavioral symptoms without understanding neurobiological contributions. Recent efforts are promoting the use of dimensional and multidisciplinary methods to better understand normal and abnormal behavior, including integrating information from genetics to self-report measures. CONCLUSION NF1 is a monogenic disease with well-developed molecular and phenotypic research as well as complementary animal models. NF1 presents an excellent opportunity to advance our understanding of the neurobiological impact of known pathogenic variation in normal and abnormal neural pathways implicated in human psychopathology. EFs are core features of NF1, ADHD, and ASD, and these neurodevelopmental outcomes are highly prevalent in NF1. We propose a multilevel approach for understanding EFs in patients with NF1.This is essential to advance targeted interventions for NF1 patients and to advance the exciting field of research in this condition.
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Varni JW, Nutakki K, Swigonski NL. Cognitive functioning and pain interference mediate pain predictive effects on health-related quality of life in pediatric patients with Neurofibromatosis Type 1. Eur J Paediatr Neurol 2020; 28:64-69. [PMID: 32847704 DOI: 10.1016/j.ejpn.2020.07.014] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/01/2020] [Revised: 06/28/2020] [Accepted: 07/25/2020] [Indexed: 01/14/2023]
Abstract
OBJECTIVES The objective was to investigate the serial mediating effects of perceived cognitive functioning and pain interference in daily living in the relationship between perceived pain and overall generic health-related quality of life (HRQOL) in children, adolescents, and young adults with Neurofibromatosis Type 1 (NF1). METHODS The Pain, Cognitive Functioning, and Pain Impact Scales from the PedsQL Neurofibromatosis Type 1 Module and the PedsQL 4.0 Generic Core Scales were completed in a multi-site national study by 323 patients ages 5-25 and 335 parents. A serial multiple mediator model analysis was conducted to test the hypothesized sequential mediating effects of cognitive functioning and pain interference as intervening variables in the association between pain as a predictor variable and overall generic HRQOL. RESULTS Pain predictive effects on overall generic HRQOL were serially mediated by cognitive functioning and pain interference. In predictive analytics models utilizing hierarchical multiple regression analyses with age and gender demographic covariates, pain, cognitive functioning and pain interference accounted for 66% of the variance in patient-reported generic HRQOL and 57% of the variance in parent proxy-reported generic HRQOL (P < 0.001), reflecting large effect sizes. CONCLUSIONS Cognitive functioning and pain interference explain in part the mechanism of pain predictive effects on overall generic HRQOL in pediatric patients with NF1. Identifying NF1-specific pain, cognitive functioning, and pain interference as salient predictors of overall generic HRQOL from the patient and parent perspective facilitates a family-centered orientation to the comprehensive care of children, adolescents, and young adults with NF1.
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Affiliation(s)
- James W Varni
- Department of Pediatrics, College of Medicine, Department of Landscape Architecture and Urban Planning, College of Architecture, Texas A&M University, College Station, TX, USA.
| | - Kavitha Nutakki
- Children's Health Services Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Nancy L Swigonski
- Children's Health Services Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA; Fairbanks School of Public Health, Indiana University, Indianapolis, IN, USA
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Lukkes JL, Drozd HP, Fitz SD, Molosh AI, Clapp DW, Shekhar A. Guanfacine treatment improves ADHD phenotypes of impulsivity and hyperactivity in a neurofibromatosis type 1 mouse model. J Neurodev Disord 2020; 12:2. [PMID: 31941438 PMCID: PMC6961243 DOI: 10.1186/s11689-019-9304-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Accepted: 12/16/2019] [Indexed: 02/07/2023] Open
Abstract
Background Neurofibromatosis type 1 (NF1) is an autosomal dominant disorder with a mutation in one copy of the neurofibromin gene (NF1+/−). Even though approximately 40–60% of children with NF1 meet the criteria for attention deficit hyperactivity disorder (ADHD), very few preclinical studies, if any, have investigated alterations in impulsivity and risk-taking behavior. Mice with deletion of a single NF1 gene (Nf1+/−) recapitulate many of the phenotypes of NF1 patients. Methods We compared wild-type (WT) and Nf1+/− mouse strains to investigate differences in impulsivity and hyperactivity using the delay discounting task (DDT), cliff avoidance reaction (CAR) test, and open field. We also investigated whether treatment with the clinically effective alpha-2A adrenergic receptor agonist, guanfacine (0.3 mg/kg, i.p.), would reverse deficits observed in behavioral inhibition. Results Nf1+/− mice chose a higher percentage of smaller rewards when both 10- and 20-s delays were administered compared to WT mice, suggesting Nf1+/− mice are more impulsive. When treated with guanfacine (0.3 mg/kg, i.p.), Nf1+/− mice exhibited decreased impulsive choice by waiting for the larger, delayed reward. Nf1+/− mice also exhibited deficits in behavioral inhibition compared to WT mice in the CAR test by repetitively entering the outer edge of the platform where they risk falling. Treatment with guanfacine ameliorated these deficits. In addition, Nf1+/− mice exhibited hyperactivity as increased distance was traveled compared to WT controls in the open field. This hyperactivity in Nf1+/− mice was reduced with guanfacine pre-treatment. Conclusions Overall, our study confirms that Nf1+/− mice exhibit deficits in behavioral inhibition in multiple contexts, a key feature of ADHD, and can be used as a model system to identify alterations in neural circuitry associated with symptoms of ADHD in children with NF1.
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Affiliation(s)
- J L Lukkes
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, 46202, USA. .,Stark Neurosciences Research Institute, Indiana University School of Medicine, 320 West 15th Street, Indianapolis, IN, 46202, USA.
| | - H P Drozd
- Stark Neurosciences Research Institute, Indiana University School of Medicine, 320 West 15th Street, Indianapolis, IN, 46202, USA.,Program in Medical Neurosciences, Indiana University School of Medicine, Indianapolis, IN, USA
| | - S D Fitz
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.,Stark Neurosciences Research Institute, Indiana University School of Medicine, 320 West 15th Street, Indianapolis, IN, 46202, USA
| | - A I Molosh
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.,Stark Neurosciences Research Institute, Indiana University School of Medicine, 320 West 15th Street, Indianapolis, IN, 46202, USA
| | - D W Clapp
- Stark Neurosciences Research Institute, Indiana University School of Medicine, 320 West 15th Street, Indianapolis, IN, 46202, USA.,Wells Center for Pediatric Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA.,Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - A Shekhar
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.,Stark Neurosciences Research Institute, Indiana University School of Medicine, 320 West 15th Street, Indianapolis, IN, 46202, USA.,Program in Medical Neurosciences, Indiana University School of Medicine, Indianapolis, IN, USA.,Department of Pharmacology and Toxicology, Indiana University School of Medicine, Indianapolis, IN, USA.,Indiana Clinical and Translation Sciences Institute, Indiana University School of Medicine, Indianapolis, IN, USA
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11
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Baudou E, Nemmi F, Biotteau M, Maziero S, Peran P, Chaix Y. Can the Cognitive Phenotype in Neurofibromatosis Type 1 (NF1) Be Explained by Neuroimaging? A Review. Front Neurol 2020; 10:1373. [PMID: 31993017 PMCID: PMC6971173 DOI: 10.3389/fneur.2019.01373] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2019] [Accepted: 12/11/2019] [Indexed: 12/29/2022] Open
Abstract
Neurofibromatosis type 1 (NF1) is one of the most frequent monogenetic disorders. It can be associated with cognitive dysfunctions in several domains such as executive functioning, language, visual perception, motor skills, social skills, memory and/or attention. Neuroimaging is becoming more and more important for a clearer understanding of the neural basis of these deficits. In recent years, several studies have used different imaging techniques to examine structural, morphological and functional alterations in NF1 disease. They have shown that NF1 patients have specific brain characteristics such as Unidentified Bright Objects (UBOs), macrocephaly, a higher volume of subcortical structures, microstructure integrity alterations, or connectivity alterations. In this review, which focuses on the studies published after the last 2 reviews of this topic (in 2010 and 2011), we report on recent structural, morphological and functional neuroimaging studies in NF1 subjects, with special focus on those that examine the neural basis of the NF1 cognitive phenotype. Although UBOs are one of the most obvious and visible elements in brain imaging, correlation studies have failed to establish a robust and reproducible link between major cognitive deficits in NF1 and their presence, number or localization. In the same vein, the results among structural studies are not consistent. Functional magnetic resonance imaging (fMRI) studies appear to be more sensitive, especially for understanding the executive function deficit that seems to be associated with a dysfunction in the right inferior frontal areas and the middle frontal areas. Similarly, fMRI studies have found that visuospatial deficits could be associated with a dysfunction in the visual cortex and especially in the magnocellular pathway involved in the processing of low spatial frequency and high temporal frequency. Connectivity studies have shown a reduction in anterior-posterior “long-range” connectivity and a deficit in deactivation in default mode network (DMN) during cognitive tasks. In conclusion, despite the contribution of new imaging techniques and despite relative advancement, the cognitive phenotype of NF1 patients is not totally understood.
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Affiliation(s)
- Eloïse Baudou
- Children's Hospital, Purpan University Hospital, Toulouse, France.,ToNIC, Toulouse NeuroImaging Center, University of Toulouse, Inserm, UPS, Toulouse, France
| | - Federico Nemmi
- ToNIC, Toulouse NeuroImaging Center, University of Toulouse, Inserm, UPS, Toulouse, France
| | - Maëlle Biotteau
- ToNIC, Toulouse NeuroImaging Center, University of Toulouse, Inserm, UPS, Toulouse, France
| | - Stéphanie Maziero
- ToNIC, Toulouse NeuroImaging Center, University of Toulouse, Inserm, UPS, Toulouse, France.,Octogone-Lordat, University of Toulouse, Toulouse, France
| | - Patrice Peran
- ToNIC, Toulouse NeuroImaging Center, University of Toulouse, Inserm, UPS, Toulouse, France
| | - Yves Chaix
- Children's Hospital, Purpan University Hospital, Toulouse, France.,ToNIC, Toulouse NeuroImaging Center, University of Toulouse, Inserm, UPS, Toulouse, France
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12
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Payne JM, Hearps SJC, Walsh KS, Paltin I, Barton B, Ullrich NJ, Haebich KM, Coghill D, Gioia GA, Cantor A, Cutter G, Tonsgard JH, Viskochil D, Rey-Casserly C, Schorry EK, Ackerson JD, Klesse L, Fisher MJ, Gutmann DH, Rosser T, Packer RJ, Korf B, Acosta MT, North KN. Reproducibility of cognitive endpoints in clinical trials: lessons from neurofibromatosis type 1. Ann Clin Transl Neurol 2019; 6:2555-2565. [PMID: 31797581 PMCID: PMC6917317 DOI: 10.1002/acn3.50952] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Revised: 10/31/2019] [Accepted: 11/01/2019] [Indexed: 11/10/2022] Open
Abstract
Objective Rapid developments in understanding the molecular mechanisms underlying cognitive deficits in neurodevelopmental disorders have increased expectations for targeted, mechanism‐based treatments. However, translation from preclinical models to human clinical trials has proven challenging. Poor reproducibility of cognitive endpoints may provide one explanation for this finding. We examined the suitability of cognitive outcomes for clinical trials in children with neurofibromatosis type 1 (NF1) by examining test‐retest reliability of the measures and the application of data reduction techniques to improve reproducibility. Methods Data were analyzed from the STARS clinical trial (n = 146), a multi‐center double‐blind placebo‐controlled phase II trial of lovastatin, conducted by the NF Clinical Trials Consortium. Intra‐class correlation coefficients were generated between pre‐ and post‐performances (16‐week interval) on neuropsychological endpoints in the placebo group to determine test‐retest reliabilities. Confirmatory factor analysis was used to reduce data into cognitive domains and account for measurement error. Results Test‐retest reliabilities were highly variable, with most endpoints demonstrating unacceptably low reproducibility. Data reduction confirmed four distinct neuropsychological domains: executive functioning/attention, visuospatial ability, memory, and behavior. Test‐retest reliabilities of latent factors improved to acceptable levels for clinical trials. Applicability and utility of our model was demonstrated by homogeneous effect sizes in the reanalyzed efficacy data. Interpretation These data demonstrate that single observed endpoints are not appropriate to determine efficacy, partly accounting for the poor test‐retest reliability of cognitive outcomes in clinical trials in neurodevelopmental disorders. Recommendations to improve reproducibility are outlined to guide future trial design.
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Affiliation(s)
- Jonathan M Payne
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Victoria, Australia.,Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Victoria, Australia
| | - Stephen J C Hearps
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Victoria, Australia
| | - Karin S Walsh
- Center for Neuroscience and Behavioral Medicine, Children's National Health System, Washington, DC
| | - Iris Paltin
- Division of Oncology, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Belinda Barton
- Kids Neuroscience Centre, The Children's Hospital at Westmead, Westmead, New South Wales, Australia.,Children's Hospital Education Research Institute, The Children's Hospital at Westmead, Westmead, New South Wales, Australia.,The University of Sydney Children's Hospital Westmead Clinical School, University of Sydney, Westmead, New South Wales, Australia
| | - Nicole J Ullrich
- Department of Neurology, Boston Children's Hospital, Boston, Massachusetts
| | - Kristina M Haebich
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Victoria, Australia
| | - David Coghill
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Victoria, Australia.,Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Victoria, Australia
| | - Gerard A Gioia
- Center for Neuroscience and Behavioral Medicine, Children's National Health System, Washington, DC
| | - Alan Cantor
- Department of Preventative Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Gary Cutter
- School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama
| | - James H Tonsgard
- Division of Neurology, The University of Chicago Medicine Comer Children's Hospital, Chicago, Illinois
| | - David Viskochil
- Department of Genetics, University of Utah, Salt Lake City, Utah
| | | | - Elizabeth K Schorry
- Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Joseph D Ackerson
- Department of Psychology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Laura Klesse
- Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Michael J Fisher
- Division of Oncology, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - David H Gutmann
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri
| | - Tena Rosser
- Department of Neurology, Children's Hospital of Los Angeles, Los Angeles, California
| | - Roger J Packer
- Center for Neuroscience and Behavioral Medicine, Children's National Health System, Washington, DC
| | - Bruce Korf
- Department of Genetics, University of Alabama at Birmingham, Birmingham, Alabama
| | - Maria T Acosta
- Center for Neuroscience and Behavioral Medicine, Children's National Health System, Washington, DC.,National Institutes of Health, National Human Genome Research Institute, Bethesda, Maryland
| | - Kathryn N North
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Victoria, Australia.,Department of Paediatrics, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Victoria, Australia
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13
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Nemmi F, Cignetti F, Assaiante C, Maziero S, Audic F, Péran P, Chaix Y. Discriminating between neurofibromatosis-1 and typically developing children by means of multimodal MRI and multivariate analyses. Hum Brain Mapp 2019; 40:3508-3521. [PMID: 31077476 DOI: 10.1002/hbm.24612] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Revised: 04/08/2019] [Accepted: 04/17/2019] [Indexed: 11/08/2022] Open
Abstract
Neurofibromatosis Type 1 leads to brain anomalies involving both gray and white matter. The extent and granularity of these anomalies, together with their possible impact on brain activity, is still unknown. In this multicentric cross-sectional study we submitted a sample of 42 typically developing and 38 neurofibromatosis-1 children to a multimodal MRI assessment including T1, diffusion weighted and resting state functional sequences. We used a pipeline involving several features selection steps coupled with multivariate statistical analysis (supporting vector machine) to discriminate between the two groups while having interpretable models. We used MRI indexes measuring macro (gray matter volume) and microstructural (fractional anisotropy, mean diffusivity) characteristics of the brain, as well as indexes of brain activity (fractional amplitude of low frequency fluctuations) and connectivity (local and global correlation) at rest. We found that structural indexes could discriminate between the two groups, with the mean diffusivity leading to performance as high as the combination of all structural indexes combined (accuracy = 0.86), while functional indexes had worse performances. The MRI signature of NF1 brain pathology is a combination of gray and white matter abnormalities, as measured with gray matter volume, fractional anisotropy, and mean diffusivity.
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Affiliation(s)
- Federico Nemmi
- ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, Toulouse, France
| | - Fabien Cignetti
- CNRS, LNC, Aix Marseille Université, Marseille, France.,CNRS, Fédération 3C, Aix Marseille Université, Marseille, France.,CNRS, TIMC-IMAG, Université Grenoble Alpes, Grenoble, France
| | - Christine Assaiante
- CNRS, LNC, Aix Marseille Université, Marseille, France.,CNRS, Fédération 3C, Aix Marseille Université, Marseille, France
| | - Stephanie Maziero
- ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, Toulouse, France.,URI Octogone-Lordat (EA 4156), Université de Toulouse, Toulouse, France
| | - Fredrique Audic
- Service de Neurologie Pédiatrique, CHU Timone-Enfants, Marseille, France
| | - Patrice Péran
- ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, Toulouse, France
| | - Yves Chaix
- ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, Toulouse, France
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14
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Ferner RE, Bakker A, Elgersma Y, Evans DGR, Giovannini M, Legius E, Lloyd A, Messiaen LM, Plotkin S, Reilly KM, Schindeler A, Smith MJ, Ullrich NJ, Widemann B, Sherman LS. From process to progress-2017 International Conference on Neurofibromatosis 1, Neurofibromatosis 2 and Schwannomatosis. Am J Med Genet A 2019; 179:1098-1106. [PMID: 30908866 DOI: 10.1002/ajmg.a.61112] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2018] [Accepted: 02/09/2019] [Indexed: 12/19/2022]
Abstract
The neurofibromatoses are inherited, tumor suppressor disorders that are characterized by multiple, benign peripheral nerve sheath tumors and other nervous system tumors. Each disease is associated with a distinct genetic mutation and with a different pathogenesis and clinical course. Neurofibromatosis 1 (NF1) is common and epitomized by multiple neurofibromas with widespread complications. NF2 and schwannomatosis are rare diseases that are typified by multiple schwannomas that are particularly painful in people with schwannomatosis. Since 1985, the Children's Tumor Foundation (formerly the National Neurofibromatosis Foundation) has hosted an international Neurofibromatosis Conference, bringing together international participants who are focused on NF research and clinical care. The 2017 Conference, held in Washington, DC, was among the largest gatherings of NF researchers to date and included presentations from clinicians and basic scientists, highlighting new data regarding the molecular and cellular mechanisms underlying each of these diseases as well as results from clinical studies and clinical trials. This article summarizes the findings presented at the meeting and represents the current state-of-the art for NF research.
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Affiliation(s)
- Rosalie E Ferner
- Department of Neurology, Neurofibromatosis Centre, Guy's and St. Thomas' NHS Foundation Trust, and King's College London, London, UK
| | | | - Ype Elgersma
- Department of Neuroscience, Erasmus Medical Center, Rotterdam, The Netherlands
| | - D Gareth R Evans
- Centre for Genomic Medicine, St. Mary's Hospital, Manchester, UK.,Manchester Academic Health Sciences Centre (MAHSC), Division of Evolution and Genomic Science, University of Manchester, Manchester, UK
| | - Marco Giovannini
- Department of Head and Neck Surgery, University of California, Los Angeles
| | - Eric Legius
- Department of Human Genetics, University Hospital Leuven, Leuven, Herestraat, Belgium
| | - Alison Lloyd
- Laboratory for Molecular Cell Biology, University College London, London, UK
| | - Ludwine M Messiaen
- Medical Genomics Laboratory, Department of Genetics, University of Alabama, Birmingham, Alabama
| | - Scott Plotkin
- Department of Neurology and Cancer Center, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Karlyne M Reilly
- Rare Tumors Initiative, Center for Cancer Research, National Institutes of Health, Bethesda, Maryland
| | - Aaron Schindeler
- Orthopaedic Research & Biotechnology, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - Miriam J Smith
- Centre for Genomic Medicine, St. Mary's Hospital, Manchester, UK.,Manchester Academic Health Sciences Centre (MAHSC), Division of Evolution and Genomic Science, University of Manchester, Manchester, UK
| | - Nicole J Ullrich
- Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Brigitte Widemann
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Larry S Sherman
- Division of Neuroscience, Oregon National Primate Research Center, and Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, Oregon
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15
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Pride NA, Barton B, Hutchins P, Coghill DR, Korgaonkar MS, Hearps SJC, Rouel M, Malarbi S, North KN, Payne JM. Effects of methylphenidate on cognition and behaviour in children with neurofibromatosis type 1: a study protocol for a randomised placebo-controlled crossover trial. BMJ Open 2018; 8:e021800. [PMID: 30166301 PMCID: PMC6119452 DOI: 10.1136/bmjopen-2018-021800] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
INTRODUCTION Dopamine dysregulation has been identified as a key modulator of behavioural impairment in neurofibromatosis type 1 (NF1) and a potential therapeutic target. Preclinical research demonstrates reduced dopamine in the brains of genetically engineered NF1 mouse strains is associated with reduced spatial-learning and attentional dysfunction. Methylphenidate, a stimulant medication that increases dopaminergic and noradrenergic neurotransmission, rescued the behavioural and dopamine abnormalities. Although preliminary clinical trials have demonstrated that methylphenidate is effective in treating attention deficit hyperactivity disorder (ADHD) symptoms in children with NF1, its therapeutic effect on cognitive performance is unclear. The primary aim of this clinical trial is to assess the efficacy of methylphenidate for reducing attention deficits, spatial working memory impairments and ADHD symptoms in children with NF1. METHODS AND ANALYSIS A randomised, double-blind, placebo-controlled trial of methylphenidate with a two period crossover design. Thirty-six participants with NF1 aged 7-16 years will be randomised to one of two treatment sequences: 6 weeks of methylphenidate followed by 6 weeks of placebo or; 6 weeks of placebo followed by 6 weeks of methylphenidate. Neurocognitive and behavioural outcomes as well as neuroimaging measures will be completed at baseline and repeated at the end of each treatment condition (week 6, week 12). Primary outcome measures are omission errors on the Conners Continuous Performance Test-II (attention), between-search errors on the Spatial Working Memory task from the Cambridge Neuropsychological Test Automated Battery (spatial working memory) and the Inattentive and Hyperactivity/Impulsivity Symptom Scales on the Conners 3-Parent. Secondary outcomes will examine the effect of methylphenidate on executive functions, attention, visuospatial skills, behaviour, fine-motor skills, language, social skills and quality of life. ETHICS AND DISSEMINATION This trial has hospital ethics approval and the results will be disseminated through peer-reviewed publications and international conferences. TRIAL REGISTRATION NUMBER ACTRN12611000765921.
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Affiliation(s)
- Natalie A Pride
- Institute for Neuroscience and Muscle Research, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
- Discipline of Child and Adolescent Health, Sydney Medical School, Universtiy of Sydney, Sydney, New South Wales, Australia
| | - Belinda Barton
- Institute for Neuroscience and Muscle Research, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
- Discipline of Child and Adolescent Health, Sydney Medical School, Universtiy of Sydney, Sydney, New South Wales, Australia
- Children's Hosptial Education Research Institute, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - Paul Hutchins
- Children's Hosptial Education Research Institute, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - David R Coghill
- Murdoch Children's Research Institute, The Royal Children's Hospital, Parkville, Victoria, Australia
- Department of Paediatrics, Faculty of Medicine, Dentistry and Health Science, University of Melbourne, Melbourne, Victoria, Australia
- Department of Psychiatry, Faculty of Medicine, Dentistry and Health Science, University of Melbourne, Melbourne, Victoria, Australia
| | - Mayuresh S Korgaonkar
- Brain Dynamics Centre, Westmead Institute for Medical Research, University of Sydney, Westmead, New South Wales, Australia
| | - Stephen J C Hearps
- Murdoch Children's Research Institute, The Royal Children's Hospital, Parkville, Victoria, Australia
| | - Melissa Rouel
- Institute for Neuroscience and Muscle Research, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - Stephanie Malarbi
- Murdoch Children's Research Institute, The Royal Children's Hospital, Parkville, Victoria, Australia
- Department of Paediatrics, Faculty of Medicine, Dentistry and Health Science, University of Melbourne, Melbourne, Victoria, Australia
| | - Kathryn N North
- Murdoch Children's Research Institute, The Royal Children's Hospital, Parkville, Victoria, Australia
- Department of Paediatrics, Faculty of Medicine, Dentistry and Health Science, University of Melbourne, Melbourne, Victoria, Australia
| | - Jonathan M Payne
- Murdoch Children's Research Institute, The Royal Children's Hospital, Parkville, Victoria, Australia
- Department of Paediatrics, Faculty of Medicine, Dentistry and Health Science, University of Melbourne, Melbourne, Victoria, Australia
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16
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Social Function and Autism Spectrum Disorder in Children and Adults with Neurofibromatosis Type 1: a Systematic Review and Meta-Analysis. Neuropsychol Rev 2018; 28:317-340. [DOI: 10.1007/s11065-018-9380-x] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Accepted: 07/10/2018] [Indexed: 12/27/2022]
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