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Eisner J, Harvey D, Dunn D, Jones J, Byars A, Fastenau P, Austin J, Hermann B, Oyegbile-Chidi T. Long-term characterization of cognitive phenotypes in children with seizures over 36 months. Epilepsy Behav 2024; 154:109742. [PMID: 38554647 DOI: 10.1016/j.yebeh.2024.109742] [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: 10/15/2023] [Revised: 01/19/2024] [Accepted: 03/10/2024] [Indexed: 04/02/2024]
Abstract
RATIONALE Children with new-onset epilepsies often exhibit co-morbidities including cognitive dysfunction, which adversely affects academic performance. Application of unsupervised machine learning techniques has demonstrated the presence of discrete cognitive phenotypes at or near the time of diagnosis, but there is limited knowledge of their longitudinal trajectories. Here we investigate longitudinally the presence and progression of cognitive phenotypes and academic status in youth with new-onset seizures as sibling controls. METHODS 282 subjects (6-16 years) were recruited within 6 weeks of their first recognized seizure along with 167 unaffected siblings. Each child underwent a comprehensive neuropsychological assessment at baseline, 18 and 36 months later. Factor analysis of the neuropsychological tests revealed four underlying domains - language, processing speed, executive function, and verbal memory. Latent trajectory analysis of the mean factor scores over 36 months identified clusters with prototypical cognitive trajectories. RESULTS Three unique phenotypic groups with distinct cognitive trajectories over the 36-month period were identified: Resilient, Average, and Impaired phenotypes. The Resilient phenotype exhibited the highest neuropsychological factor scores and academic performance that were all similar to controls; while the Impaired phenotype showed the polar opposite with the worst performances across all test metrics. These findings remained significant and stable over 36 months. Multivariate logistic regression indicated that age of onset, EEG, neurological examination, and sociodemographic disadvantage were associated with phenotype classification. CONCLUSIONS This study demonstrates the presence of diverse latent cognitive trajectory phenotypes over 36 months in youth with new-onset seizures that are associated with a stable neuropsychological and academic performance longitudinally.
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Affiliation(s)
- Jordan Eisner
- Department of Neurology, University of California Davis, Sacramento, CA 95817, USA
| | - Danielle Harvey
- Department of Public Health Sciences, University of California Davis, Davis, CA 95616, USA
| | - David Dunn
- Departments of Psychiatry and Neurology, Indiana University, Indianapolis, IN 46202, USA
| | - Jana Jones
- Department of Neurology, University of Wisconsin School of Medicine and Public Health, Madison, WI 53726, USA
| | - Anna Byars
- Department of Pediatrics, Cincinnati Children's Hospital at the University of Cincinnati, Cincinnati, OH 45229, USA
| | - Philip Fastenau
- Department of Neurology, University Hospitals Cleveland Medical Center and Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
| | - Joan Austin
- Distinguished Professor Emerita, School of Nursing, Indiana University, Indianapolis, IN 46202, USA
| | - Bruce Hermann
- Department of Neurology, University of Wisconsin School of Medicine and Public Health, Madison, WI 53726, USA
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Likhitweerawong N, Boonchooduang N, Khorana J, Phinyo P, Patumanond J, Louthrenoo O. Executive dysfunction as a possible mediator for the association between excessive screen time and problematic behaviors in preschoolers. PLoS One 2024; 19:e0298189. [PMID: 38574024 PMCID: PMC10994291 DOI: 10.1371/journal.pone.0298189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 01/20/2024] [Indexed: 04/06/2024] Open
Abstract
Excessive screen time in children is a growing concern for parents and healthcare providers worldwide because it frequently leads to behavioral problems. Although executive dysfunction is proposed to be one of the contributing factors to maladaptive behaviors, little is known about the link between screen time and behaviors. This study aimed to identify whether executive dysfunction contributes to the negative behaviors of children exposed to excessive screen time. A cross-sectional study was conducted on preschool-aged children from public and private schools in Chiang Mai, Thailand. The parents/guardians of each child completed the questionnaires regarding clinical characteristics and screen time use, the Behavior Rating Inventory for Executive Function-Preschool (BRIEF-P), and the Strengths and Difficulties Questionnaire (SDQ). Children with more than one hour of media exposure per day were considered to have excessive screen time. Multivariable Gaussian regression was analyzed to compare the BRIEF-P and SDQ scores between the excessive and appropriate screen time groups. Causal mediation analysis was performed to examine the effects of total screen time on increasing behavioral problems with executive functioning as a mediator. A total of 1,126 preschoolers were included in the analyses. After controlling for age, sex, socioeconomic status, and maternal education, the excessive screen time group had significantly higher BRIEF-P global executive composite score than the appropriate screen time group (mean difference of global executive composite score = 1.49, 95% CI [0.12, 2.86], and p = 0.033). Concurrently, there were significant differences in externalizing behavior subscales and SDQ total difficulties scores between the excessive and appropriate screen time groups (mean difference of total difficulties score = 0.90, 95% CI [0.29, 1.50], and p = 0.004). A significant average causal mediation effect (ACME) of screen time on behavioral problems mediated through executive functioning was β = 0.28, 95% CI [0.13-0.44], which was more than half of the total effect (54.9%, 95% CI [37.4-100%]). The current study suggests that the increase in behavioral issues in preschoolers might be partly explained by the direct effect of excessive screen time and the mediating effect of impaired executive functioning. Our results may raise concerns about the necessity to limit screen time and monitor for executive function deficits and behavioral problems in young children with high screen time.
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Affiliation(s)
- Narueporn Likhitweerawong
- Department of Pediatrics, Division of Growth and Development, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Nonglak Boonchooduang
- Department of Pediatrics, Division of Growth and Development, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Jiraporn Khorana
- Department of Surgery, Division of Pediatric Surgery, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- Center of Clinical Epidemiology and Clinical Statistics, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- Clinical Surgical Research Center, Department of Surgery, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Phichayut Phinyo
- Center of Clinical Epidemiology and Clinical Statistics, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Jayanton Patumanond
- Center of Clinical Epidemiology and Clinical Statistics, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Orawan Louthrenoo
- Department of Pediatrics, Division of Growth and Development, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
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Hamilton CJ, Harrison K. Beyond the rubicon: a continuum approach to investigating the impact of ADHD like characteristics on everyday executive function in children with Tourette Syndrome. Child Neuropsychol 2024; 30:381-401. [PMID: 37104813 DOI: 10.1080/09297049.2023.2202903] [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: 05/13/2022] [Accepted: 04/04/2023] [Indexed: 04/29/2023]
Abstract
Across a range of neurodevelopmental conditions, a diagnosis of attention deficit hyperactivity disorder (ADHD) has been shown to be associated with executive function impairment. However, the DSM-V emphasis upon viewing psychological characteristics as existing on a continuous distributed quantitative dimension has enabled the opportunity to consider the influence of sub-diagnostic or sub-referral levels of these psychological characteristics upon cognitive function. This study adopted a continuum approach to the consideration of this ADHD influence and examined the extent to which the difference in parental reported executive functions between children with Tourette syndrome (TS) or typically developing children could be mediated by a concurrent group difference in the possession of sub-referral levels of ADHD-like characteristics. A total of 146 children, 58 with reported TS diagnosis, participated. Parental report measures of ecological executive functioning, the Child Executive Functioning Inventory, and the Vanderbilt ADHD Diagnostic Parent Rating Scale were employed. The analyses with a full sample and a sub-referral sample revealed significant group differences in most of the key measures. In addition, these measures were highly correlated even when controlling for age and gender. A series of mediation analyses indicated that in all models, the ADHD-like measures significantly mediated the group difference in executive function. These results suggest that sub-referrals levels of ADHD-like characteristics continue to contribute to executive challenges in TS. Future intervention research targeting these executive functions should consider the presence of ADHD-like characteristics at sub-referral levels of possession.
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Affiliation(s)
- Colin J Hamilton
- Department of Psychology, University of Northumbria, Newcastle upon Tyne, UK
| | - Karen Harrison
- Department of Psychology, University of Northumbria, Newcastle upon Tyne, UK
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Hauger LE, Lossius MI, Aaberg KM, Helmstaedter C, Lossius J, Skogan AH. Screening of attention and executive functions in pediatric patients at a tertiary epilepsy center. Eur J Paediatr Neurol 2023; 46:35-41. [PMID: 37418997 DOI: 10.1016/j.ejpn.2023.06.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 05/23/2023] [Accepted: 06/19/2023] [Indexed: 07/09/2023]
Abstract
OBJECTIVE Executive dysfunction is prevalent in children with epilepsy, and associated with poor psychosocial outcome. Sensitive and time effective tools are needed, which capture executive dysfunction across a wide range of impairment. The present study evaluates the applicability of EpiTrack Junior® (EpiTrackJr) as a screening tool at a tertiary epilepsy center, and explore how EpiTrackJr in combination with a subjective measure of everyday attention and executive functions (EFs) may provide clinically important information. METHODS Retrospective study including 235 pediatric patients admitted to the Norwegian National Centre for Epilepsy. EpiTrackJr and Behavioral Rating Inventory of Executive Functioning (BRIEF) were used to assess attention and EFs. RESULTS 27,7% obtained a score categorized as "average/unimpaired", 23% as "mildly impaired", and 47.7% as "significantly impaired" on EpiTrackJr. The distribution of age-corrected EpiTrackJr scores was satisfactory. Performance was related to numbers of anti-seizure medication (ASM load), comorbidity and IQ. We found a significant, but weak correlation between EpiTrackJr performance and the BRIEF Metacognitive Index (r = -0.236, n = 108, p=.014), but no significant correlation with the Behavioral Regulation Index (r = -0.178, n = 108, p=.065). SIGNIFICANCE Our results indicate that EpiTrackJr is applicable as a screening tool for attention and EFs in pediatric patients at a tertiary epilepsy center. Impaired test performance was associated with greater ASM load, comorbidity and lower IQ. Performance based measures and behavior ratings likely capture different aspects of EFs. In combination, the two provide important and nonredundant information about the child's EFs in different settings.
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Affiliation(s)
- Lisa E Hauger
- National Centre for Epilepsy, Division for Clinical Neuroscience, Oslo University Hospital, Postbox 4959, Nydalen, Norway.
| | - Morten I Lossius
- National Centre for Epilepsy, Division for Clinical Neuroscience, Oslo University Hospital, Postbox 4959, Nydalen, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
| | - Kari M Aaberg
- National Centre for Epilepsy, Division for Clinical Neuroscience, Oslo University Hospital, Postbox 4959, Nydalen, Norway.
| | - Christoph Helmstaedter
- Department of Epileptology, University Hospital Bonn, Building 83, Venusberg - Campus 1, 53127, Bonn, Germany.
| | - Johanne Lossius
- National Centre for Epilepsy, Division for Clinical Neuroscience, Oslo University Hospital, Postbox 4959, Nydalen, Norway.
| | - Annette H Skogan
- National Centre for Epilepsy, Division for Clinical Neuroscience, Oslo University Hospital, Postbox 4959, Nydalen, Norway.
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Ramirez JM, Carroll MS, Burgraff N, Rand CM, Weese-Mayer DE. A narrative review of the mechanisms and consequences of intermittent hypoxia and the role of advanced analytic techniques in pediatric autonomic disorders. Clin Auton Res 2023; 33:287-300. [PMID: 37326924 DOI: 10.1007/s10286-023-00958-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 05/25/2023] [Indexed: 06/17/2023]
Abstract
Disorders of autonomic functions are typically characterized by disturbances in multiple organ systems. These disturbances are often comorbidities of common and rare diseases, such as epilepsy, sleep apnea, Rett syndrome, congenital heart disease or mitochondrial diseases. Characteristic of many autonomic disorders is the association with intermittent hypoxia and oxidative stress, which can cause or exaggerate a variety of other autonomic dysfunctions, making the treatment and management of these syndromes very complex. In this review we discuss the cellular mechanisms by which intermittent hypoxia can trigger a cascade of molecular, cellular and network events that result in the dysregulation of multiple organ systems. We also describe the importance of computational approaches, artificial intelligence and the analysis of big data to better characterize and recognize the interconnectedness of the various autonomic and non-autonomic symptoms. These techniques can lead to a better understanding of the progression of autonomic disorders, ultimately resulting in better care and management.
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Affiliation(s)
- Jan-Marino Ramirez
- Center for Integrative Brain Research, Seattle Children's Research Institute, 1900 Ninth Avenue, Seattle, WA, 98101, USA.
- Departments of Neurological Surgery and Pediatrics, University of Washington School of Medicine, 1900 Ninth Avenue, Seattle, WA, 98101, USA.
| | - Michael S Carroll
- Data Analytics and Reporting, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Division of Autonomic Medicine, Stanley Manne Children's Research Institute at Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Nicholas Burgraff
- Center for Integrative Brain Research, Seattle Children's Research Institute, 1900 Ninth Avenue, Seattle, WA, 98101, USA
| | - Casey M Rand
- Division of Autonomic Medicine, Stanley Manne Children's Research Institute at Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Debra E Weese-Mayer
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Division of Autonomic Medicine, Stanley Manne Children's Research Institute at Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
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Frazier TW, Crowley E, Shih A, Vasudevan V, Karpur A, Uljarevic M, Cai RY. Associations between executive functioning, challenging behavior, and quality of life in children and adolescents with and without neurodevelopmental conditions. Front Psychol 2022; 13:1022700. [PMID: 36337537 PMCID: PMC9632446 DOI: 10.3389/fpsyg.2022.1022700] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 10/06/2022] [Indexed: 11/25/2022] Open
Abstract
The present study sought to clarify the impact of executive and social functioning on challenging behavior and the downstream influence of challenging behavior on quality of life and functioning in a large transdiagnostic sample. Understanding these relationships is crucial for developing and designing tailored intervention strategies. In a cross-sectional study, parent informants of 2,004 children completed measures of executive and social functioning, challenging behavior, child and family quality of life, and reported on functional impacts of challenging behavior. Using structural (path) modeling, analyses evaluated the associations between executive and social functioning, including emotion regulation and risk avoidance, with overall and specific types of challenging behavior. Structural models also examined the influence of challenging behavior on child and family quality of life, including measures of the immediate and extended environment, and functional impacts on the parent/child as well as interactions with the medical/legal systems. Finally, mediational models explored the direct and indirect effects of executive and social functioning on quality of life and impact measures via challenging behavior. Results indicated that executive functioning accounts for substantial variance (R2 = 0.47) in challenging behavior. In turn, challenging behavior accounts for substantial variance in child and family quality of life (R2 = 0.36) and parent/child impacts (R2 = 0.31). Exploratory mediational models identified direct effects from executive and social functioning measures on quality of life and functional impacts and indirect effects for executive functioning via challenging behavior. These findings support the development of new intervention strategies and suggest the need to measure executive functioning when assessing and tailoring the treatment of challenging behavior in clinical practice.
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Affiliation(s)
- Thomas W. Frazier
- Department of Psychology, John Carroll University, University Heights, OH, United States
- *Correspondence: Thomas W. Frazier,
| | - Ethan Crowley
- Department of Psychology, John Carroll University, University Heights, OH, United States
| | - Andy Shih
- Science and Public Health Department, Autism Speaks, New York, NY, United States
| | - Vijay Vasudevan
- Science and Public Health Department, Autism Speaks, New York, NY, United States
| | - Arun Karpur
- Science and Public Health Department, Autism Speaks, New York, NY, United States
| | - Mirko Uljarevic
- The School of Psychological Sciences, University of Melbourne, Melbourne, VIC, Australia
| | - Ru Ying Cai
- Aspect Research Centre for Autism Practice, French’s Forest, NSW, Australia
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Yang L, Ji J, Tang P, Jiang Y, Yang H, Sun X, Yang J, Lu Q. Age and sex differences in social support among children and adolescents with epilepsy. Epilepsy Behav 2022; 130:108680. [PMID: 35413662 DOI: 10.1016/j.yebeh.2022.108680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 03/09/2022] [Accepted: 03/22/2022] [Indexed: 11/03/2022]
Abstract
OBJECTIVE This study aimed to explore what differences exist in the perceived frequency of social support and the importance of social support according to age and sex among children and adolescents with epilepsy. METHOD We employed an explorative cross-sectional design to examine a sample of 320 children and adolescents with epilepsy using the child and adolescent social support scale (CASSS). RESULT There is a significant relationship between sex and age and the importance of support from classmates and friends. For the dependent variables that were not affected by the age-sex interaction, we analyzed the main effects of these dependent variables of sex and age separately. We discovered that girls with epilepsy received a higher level of support from their parents and classmates than boys. Besides, compared with adolescents, children with epilepsy consider parental support more valuable. Also, children with epilepsy attach more importance to support from their teachers than adolescents. In contrast, adolescents with epilepsy receive a higher level of support from their friends than children. CONCLUSION Social support varies by age and sex in children and adolescents with epilepsy. Understanding the social support of children with epilepsy at various developmental stages and for different sexes can help provide a healthier environment for children and adolescents to grow up in. The results of this study provide a basis for formulating corresponding intervention programs for children and adolescents with epilepsy according to age and sex.
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Affiliation(s)
- Liling Yang
- School of Nursing, Shanghai Jiao Tong University, No. 227 Chongqing South Road, Shanghai, China
| | - Jianlin Ji
- School of Nursing, Shanghai Jiao Tong University, No. 227 Chongqing South Road, Shanghai, China
| | - Ping Tang
- Emergency Outpatient Clinic, Children's Hospital of Shanghai, No. 355 Luding Road, Shanghai, China
| | - Yan Jiang
- Neonatal Intensive Care Unit, Children's Hospital of Shanghai, No. 355 Luding Road, Shanghai, China
| | - Hanlin Yang
- School of Nursing, Shanghai Jiao Tong University, No. 227 Chongqing South Road, Shanghai, China
| | - Xiaomin Sun
- Department of Neurology, Children's Hospital of Shanghai, No. 355 Luding Road, Shanghai, China
| | - Jie Yang
- Department of Neurology, Children's Hospital of Shanghai, No. 1400 West Beijing Road, Shanghai, China
| | - Qunfeng Lu
- Nursing Department, Children's Hospital of Shanghai, No. 355 Luding Road, Shanghai, China.
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