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Isfandnia F, El Masri S, Radua J, Rubia K. The effects of chronic administration of stimulant and non-stimulant medications on executive functions in ADHD: A systematic review and meta-analysis. Neurosci Biobehav Rev 2024; 162:105703. [PMID: 38718988 DOI: 10.1016/j.neubiorev.2024.105703] [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: 01/11/2024] [Revised: 03/28/2024] [Accepted: 05/01/2024] [Indexed: 05/12/2024]
Abstract
Attention-Deficit/Hyperactivity Disorder (ADHD) is associated with executive function deficits that are improved with medications. However, meta-analyses of stimulant effects on cognition have mostly tested single-dose effects, and there is no meta-analysis of non-stimulant effects. This systematic review and meta-analysis tested the clinically more relevant longer-term effects of Methylphenidate (20 studies; minimum 1 week) and Atomoxetine (8 studies; minimum 3 weeks) on reaction time, attention, inhibition, and working memory, searching papers on PubMed, Embase, Ovid MEDLINE, and PsycINFO. The meta-analysis of 18 studies in 1667 subjects showed that methylphenidate was superior to placebo in all cognitive domains with small to medium effect sizes (Hedges g of 0.34-0.59). The meta-analysis of atomoxetine included 7 studies in 829 subjects and showed no effects in working memory, but superior effects in the other domains with medium to large effect sizes (Hedge's g of 0.36-0.64). Meta-regression analysis showed no drug differences on cognitive effects. The meta-analyses show for the first time that chronic Methylphenidate and Atomoxetine have comparable effects of improving executive functions in people with ADHD.
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Affiliation(s)
- Ferdous Isfandnia
- Department of Child & Adolescent Psychiatry, Institute of Psychiatry, Psychology & Neuroscience, King's College London, UK
| | - Sahid El Masri
- Department of Child & Adolescent Psychiatry, Institute of Psychiatry, Psychology & Neuroscience, King's College London, UK; Department of Child & Adolescent Psychiatry, University Hospital Carl Gustav Dresden, Dresden University of Technology, Germany.
| | - Joaquim Radua
- Department of Child & Adolescent Psychiatry, Institute of Psychiatry, Psychology & Neuroscience, King's College London, UK; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Katya Rubia
- Department of Child & Adolescent Psychiatry, Institute of Psychiatry, Psychology & Neuroscience, King's College London, UK; Department of Child & Adolescent Psychiatry, University Hospital Carl Gustav Dresden, Dresden University of Technology, Germany.
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Kofler MJ, Groves NB, Chan ESM, Marsh CL, Cole AM, Gaye F, Cibrian E, Tatsuki MO, Singh LJ. Working memory and inhibitory control deficits in children with ADHD: an experimental evaluation of competing model predictions. Front Psychiatry 2024; 15:1277583. [PMID: 38779551 PMCID: PMC11110569 DOI: 10.3389/fpsyt.2024.1277583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 03/07/2024] [Indexed: 05/25/2024] Open
Abstract
Introduction Children with ADHD demonstrate difficulties on many different neuropsychological tests. However, it remains unclear whether this pattern reflects a large number of distinct deficits or a small number of deficit(s) that broadly impact test performance. The current study is among the first experiments to systematically manipulate demands on both working memory and inhibition, with implications for competing conceptual models of ADHD pathogenesis. Method A clinically evaluated, carefully phenotyped sample of 110 children with ADHD, anxiety disorders, or co-occurring ADHD+anxiety (Mage=10.35, 44 girls; 69% White Not Hispanic/Latino) completed a counterbalanced, double dissociation experiment, with two tasks each per inhibition (low vs. high) x working memory (low vs. high) condition. Results Bayesian and frequentist models converged in indicating that both manipulations successfully increased demands on their target executive function (BF10>5.33x108, p<.001). Importantly, occupying children's limited capacity working memory system produced slower response times and reduced accuracy on inhibition tasks (BF10>317.42, p<.001, d=0.67-1.53). It also appeared to differentially reduce inhibition (and non-inhibition) accuracy for children with ADHD relative to children with anxiety (BF10=2.03, p=.02, d=0.50). In contrast, there was strong evidence against models that view working memory deficits as secondary outcomes of underlying inhibition deficits in ADHD (BF01=18.52, p=.85). Discussion This pattern indicates that working memory broadly affects children's ability to inhibit prepotent tendencies and maintain fast/accurate performance, and may explain the errors that children with ADHD make on inhibition tests. These findings are broadly consistent with models describing working memory as a causal mechanism that gives rise to secondary impairments. In contrast, these findings provide evidence against models that view disinhibition as a cause of working memory difficulties or view working memory as a non-causal correlate or epiphenomenon in ADHD.
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Affiliation(s)
- Michael J. Kofler
- Department of Psychology, Florida State University, Tallahassee, FL, United States
| | - Nicole B. Groves
- Department of Psychiatry, Seattle Children’s Hospital, Seattle, WA, United States
| | - Elizabeth S. M. Chan
- Graduate School of Applied and Professional Psychology, Rutgers University, New Brunswick, NJ, United States
| | - Carolyn L. Marsh
- Department of Psychology, Florida State University, Tallahassee, FL, United States
| | - Alissa M. Cole
- Department of Psychology, Florida State University, Tallahassee, FL, United States
| | - Fatou Gaye
- Department of Psychology, Florida State University, Tallahassee, FL, United States
| | - Enrique Cibrian
- Department of Psychology, Florida State University, Tallahassee, FL, United States
| | - Miho O. Tatsuki
- Department of Psychology, Florida State University, Tallahassee, FL, United States
| | - Leah J. Singh
- Department of Psychology, Florida State University, Tallahassee, FL, United States
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Marsh CL, Harmon SL, Cho S, Chan ESM, Gaye F, DeGeorge L, Black KE, Irwin Harper LN, Kofler MJ. Does Anxiety Systematically Bias Estimates of Executive Functioning Deficits in Pediatric Attention-Deficit/Hyperactivity Disorder? Res Child Adolesc Psychopathol 2024; 52:773-787. [PMID: 38157122 DOI: 10.1007/s10802-023-01152-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/09/2023] [Indexed: 01/03/2024]
Abstract
Growing evidence suggests that childhood ADHD is associated with larger impairments in working memory relative to inhibition. However, most studies have not considered the role of co-occurring anxiety on these estimates - a potentially significant confound given prior evidence that anxiety may increase working memory difficulties but decrease inhibition difficulties for these children. The current study extends prior work to examine the extent to which co-occurring anxiety may be systematically affecting recent estimates of the magnitude of working memory/inhibitory control deficits in ADHD. The carefully-phenotyped sample included 197 children with ADHD and 142 children without ADHD between the ages of 8 and 13 years (N = 339; Mage = 10.31, SD = 1.39; 144 female participants). Results demonstrated that ADHD diagnosis predicted small impairments in inhibitory control (d = 0.31) and large impairments in working memory (d = 0.99). However, child trait anxiety assessed dimensionally across multiple informants (child, parent, teacher) did not uniquely predict either executive function, nor did it moderate estimates of ADHD-related working memory/inhibition deficits. When evaluating anxiety categorically and controlling for ADHD, anxiety diagnosis predicted slightly better working memory (d = 0.19) but not inhibitory control for clinically evaluated children generally. Findings from the current study indicate that trait anxiety, measured dimensionally or categorically, does not differentially affect estimates of executive dysfunction in pediatric ADHD. Further, results suggest that trait anxiety is generally not associated with executive dysfunction above and beyond the impact of co-occurring ADHD. Future research is needed to further assess the role of anxiety in ADHD behavioral symptomatology, neurocognitive functioning, and mechanisms underlying these relations.
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Affiliation(s)
- Carolyn L Marsh
- Florida State University, Department of Psychology, 1107 W. Call Street, Tallahassee, FL, 32306-4301, USA
| | - Sherelle L Harmon
- Florida State University, Department of Psychology, 1107 W. Call Street, Tallahassee, FL, 32306-4301, USA
| | - Sooyun Cho
- Florida State University, Department of Psychology, 1107 W. Call Street, Tallahassee, FL, 32306-4301, USA
| | - Elizabeth S M Chan
- Rutgers University, Graduate School of Applied and Professional Psychology, Piscataway, NJ, USA
| | - Fatou Gaye
- Florida State University, Department of Psychology, 1107 W. Call Street, Tallahassee, FL, 32306-4301, USA
| | - Lauren DeGeorge
- Florida State University, Department of Psychology, 1107 W. Call Street, Tallahassee, FL, 32306-4301, USA
| | - Katie E Black
- Florida State University, Department of Psychology, 1107 W. Call Street, Tallahassee, FL, 32306-4301, USA
| | - Lauren N Irwin Harper
- Johns Hopkins All Children's Hospital, Center for Behavioral Health, St. Petersburg, FL, USA
| | - Michael J Kofler
- Florida State University, Department of Psychology, 1107 W. Call Street, Tallahassee, FL, 32306-4301, USA.
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Alacha HF, Rosen PJ, Bufferd SJ. Children's emotional reactivity and negative affect predict future ADHD symptom severity beyond initial ADHD symptom severity. Eur Child Adolesc Psychiatry 2024:10.1007/s00787-024-02403-z. [PMID: 38502319 DOI: 10.1007/s00787-024-02403-z] [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: 08/18/2023] [Accepted: 02/18/2024] [Indexed: 03/21/2024]
Abstract
Children with Attention-Deficit/Hyperactivity Disorder (ADHD) often experience significant emotion dysregulation. However, there is limited longitudinal data on associations between multiple aspects of emotion dysregulation and ADHD symptoms. Additionally, given substantial evidence that increased levels and variability of negative affect (NA) are identified in children with ADHD, it is important to examine the role of NA in this relationship. The present study used momentary and longitudinal data to examine the relation between two aspects of emotion dysregulation (emotional lability and emotional reactivity), the two ADHD symptom clusters separately (inattentive and hyperactive/impulsive), total ADHD symptom severity, and NA variability over a period of six months. Participants (N = 68) were parents of children aged 7-12 years old (M = 9.80, SD = 1.34) who completed baseline and 6-month follow-up reports of children's ADHD symptoms and emotion dysregulation as well as ecological momentary assessments (EMA) of their children's NA for one week. Results were threefold: (1) children's emotional reactivity predicted inattentive, hyperactive/impulsive, and total ADHD symptom severity above and beyond initial ADHD symptom severity, but emotional lability did not significantly predict severity of any ADHD symptom cluster; (2) NA variability predicted hyperactive/impulsive and total ADHD symptom severity, but not inattentive severity; and (3) initial ADHD symptom severity did not predict emotion dysregulation at follow-up. The current study provides novel insight regarding the longitudinal influence of specific aspects of emotion dysregulation and NA on ADHD symptom severity in children and suggests that targeting emotional reactivity could minimize ADHD symptom severity.
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Affiliation(s)
- Helena F Alacha
- Department of Psychological and Brain Sciences, University of Louisville, 317 Life Sciences Building, Louisville, KY, 40292, USA.
| | - Paul J Rosen
- Department of Pediatrics, University of Louisville School of Medicine, 571 S Floyd St, Louisville, KY, 40202, USA
- Norton Children's Behavioral and Mental Health, 200 E Chestnut St #200, Louisville, KY, 40202, USA
| | - Sara J Bufferd
- Department of Psychological and Brain Sciences, University of Louisville, 317 Life Sciences Building, Louisville, KY, 40292, USA
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Ganelin-Cohen E, Pilowsky Peleg T, Leibovich N, Bachrachg E, Watemberg N. Word-Finding Difficulties as a Prominent Early Finding in a Later Diagnosis of Attention Deficit Hyperactivity Disorder. Neuropediatrics 2024; 55:49-56. [PMID: 38029778 DOI: 10.1055/s-0043-1776356] [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] [Indexed: 12/01/2023]
Abstract
OBJECTIVE Attention deficit hyperactivity disorder (ADHD) is a common neuropsychological disorder primarily diagnosed in childhood. Early intervention was found to significantly improve developmental outcomes, implicating on the role of early identification of ADHD markers. In the current study, we explored the developmental history of children referred to neurological assessment to identify early ADHD predictors. METHODS A total of 92 children and adolescents (41 females) recruited at a pediatric neurology clinic, with suspected ADHD (n = 39) or other neurological difficulties (n = 53) such as headaches, seizures, tic disorders, orthostatic hypotension, postischemic stroke, intermittent pain, and vasovagal syncope. Developmental history information was obtained from caregivers, and evaluation for possible ADHD was performed. Developmental details were compared between children with and without current ADHD diagnosis. RESULTS Word-finding difficulties (WFDs) in preschool age was reported in 30.4% of the sample. Among children diagnosed with ADHD, 43% had WFDs history, compared with only 5% in children without ADHD. Among children with WFDs history, 93% were later diagnosed with ADHD compared with 42% in children without WFDs history. The relationship between WFDs and ADHD was significant (chi-square test [1, N = 92] = 20.478, p < 0.0001), and a logistic regression model demonstrated that asides from a family history of ADHD, the strongest predictor for ADHD in school age children was a history of WFDs. CONCLUSION Preliminary evidence supports a predictive link between preschool WFDs and later ADHD diagnosis, highlighting the importance of early WFDs clinical attention.
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Affiliation(s)
- Esther Ganelin-Cohen
- Institute of Pediatric Neurology, Schneider Children's Medical Center of Israel, Petach Tikvah, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Tammy Pilowsky Peleg
- Department of Psychology, The Hebrew University of Jerusalem, Jerusalem, Israel
- Neuropsychological Unit, Schneider Children's Medical Center of Israel, Petach Tikvah, Israel
| | - Noa Leibovich
- Institute of Pediatric Neurology, Schneider Children's Medical Center of Israel, Petach Tikvah, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Esther Bachrachg
- Department of Psychology, The Hebrew University of Jerusalem, Jerusalem, Israel
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Agha SS, Riglin L, Carbury R, Blakey R, Shakeshaft A, Thapar AK, Tilling K, Collishaw S, Stergiakouli E, Thapar A, Langley K. Young Adult ADHD Symptoms in the General Population and Neurocognitive Impairment. J Atten Disord 2024; 28:89-98. [PMID: 37864348 PMCID: PMC10676027 DOI: 10.1177/10870547231201870] [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] [Indexed: 10/22/2023]
Abstract
OBJECTIVE Neurocognitive impairments are associated with child and adult ADHD in clinical settings. However, it is unknown whether adult ADHD symptoms in the general population are associated with the same pattern of cognitive impairment. We examined this using a prospective, population-based cohort spanning birth to age 25 years. METHODS We examined associations between self-reported adult ADHD symptoms and cognitive task performance (attention and response inhibition) in adulthood and childhood. RESULTS Self-rated ADHD symptoms at age 25 were associated with poorer performance in age 25 cognitive tasks capturing ADHD-related functioning (attention B = -0.03, 95% CI [0.05, -0.01], p = .005; response inhibition B = -0.03, 95% CI [-0.05, -0.01], p = .002). CONCLUSIONS Neurocognitive impairments linked to adult ADHD symptoms in the general population, are similar to those found in people with childhood ADHD symptoms and are consistent with findings in adult ADHD clinical samples.
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Affiliation(s)
- Sharifah Shameem Agha
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, UK
- Cwm Taf Morgannwg University Health Board, Wales, UK
- Wolfson Centre for Young People’s Mental Health, Cardiff University, UK
| | - Lucy Riglin
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, UK
- Wolfson Centre for Young People’s Mental Health, Cardiff University, UK
| | - Rhian Carbury
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, UK
| | - Rachel Blakey
- MRC Integrative Epidemiology Unit, University of Bristol, UK
| | - Amy Shakeshaft
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, UK
- Wolfson Centre for Young People’s Mental Health, Cardiff University, UK
| | - Ajay K. Thapar
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, UK
- Wolfson Centre for Young People’s Mental Health, Cardiff University, UK
| | - Kate Tilling
- MRC Integrative Epidemiology Unit, University of Bristol, UK
| | - Stephan Collishaw
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, UK
- Wolfson Centre for Young People’s Mental Health, Cardiff University, UK
| | | | - Anita Thapar
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, UK
- Wolfson Centre for Young People’s Mental Health, Cardiff University, UK
| | - Kate Langley
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, UK
- School of Psychology, Cardiff University, UK
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Somogyi S, Kilencz T, Szőcs K, Klein I, Balogh L, Molnár R, Bálint S, Pulay AJ, Nemoda Z, Baradits M, Réthelyi JM. Differential neurocognitive profiles in adult attention-deficit/hyperactivity disorder subtypes revealed by the Cambridge Neuropsychological Test Automated Battery. Eur Arch Psychiatry Clin Neurosci 2023:10.1007/s00406-023-01702-x. [PMID: 37979007 DOI: 10.1007/s00406-023-01702-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Accepted: 10/02/2023] [Indexed: 11/19/2023]
Abstract
Adult attention-deficit/hyperactivity disorder (aADHD) represents a heterogeneous entity incorporating different subgroups in terms of symptomatology, course, and neurocognition. Although neurocognitive dysfunction is generally associated with aADHD, its severity, association with self-reported symptoms, and differences between subtypes remain unclear. We investigated 61 outpatients (65.6% male, mean age 31.5 ± 9.5) diagnosed using DSM-5 criteria together with age-, sex-, and education-matched healthy controls (HC) (n = 58, 63.8% male, mean age 32.3 ± 9.6). Neurocognitive alterations were assessed using the Cambridge Neuropsychological Test Automated Battery (CANTAB) and compared between groups using the generalized linear model (GLM) method. Multivariate effects were tested by principal component analysis combined with multivariate pattern analysis. Self-reported symptom severity was tested for correlations with neurocognitive performance. GLM analyses revealed nominally significant differences between the aADHD and HC groups in several domains, however, only the Rapid Visual Information Processing measures survived correction, indicating impaired sustained attention and response inhibition in the aADHD group. Comparison of the predominantly inattentive and the hyperactive-impulsive/combined subtypes yielded nominally significant differences with higher levels of dysfunction in the inattentive group. In the stepwise discriminant analysis aADHD and HC groups were best separated with 2 factors representing sustained attention and reaction time. We found only weak correlations between symptom severity and CANTAB factors. aADHD patients are neuropsychologically heterogeneous and subtypes show different neurocognitive profiles. Differences between the aADHD and HC groups were driven primarily by the inattentive subtype. Sustained attention and its factor derivative showed the most significant alterations in aADHD patients.
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Affiliation(s)
- Szilvia Somogyi
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6, Budapest, 1083, Hungary
| | - Tünde Kilencz
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6, Budapest, 1083, Hungary
| | - Katalin Szőcs
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6, Budapest, 1083, Hungary
| | - Izabella Klein
- Molecular Psychiatry and In Vitro Disease Modeling Research Group, Semmelweis University, Budapest, Hungary
| | - Lívia Balogh
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6, Budapest, 1083, Hungary
| | - Rebeka Molnár
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6, Budapest, 1083, Hungary
| | - Sára Bálint
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6, Budapest, 1083, Hungary
| | - Attila J Pulay
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6, Budapest, 1083, Hungary
| | - Zsófia Nemoda
- Molecular Psychiatry and In Vitro Disease Modeling Research Group, Semmelweis University, Budapest, Hungary
- Department of Molecular Biology, Semmelweis University, Budapest, Hungary
| | - Máté Baradits
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6, Budapest, 1083, Hungary
| | - János M Réthelyi
- Department of Psychiatry and Psychotherapy, Semmelweis University, Balassa utca 6, Budapest, 1083, Hungary.
- Molecular Psychiatry and In Vitro Disease Modeling Research Group, Semmelweis University, Budapest, Hungary.
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Tallberg P, Rastam M, Hallin AL, Perrin S, Gustafsson P. A longitudinal investigation of parental ratings and performance metrics for executive functioning and symptom severity in clinically referred youth with ADHD. APPLIED NEUROPSYCHOLOGY. CHILD 2023; 12:259-271. [PMID: 36126650 DOI: 10.1080/21622965.2022.2093113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
There remains a knowledge gap concerning the persistence of attention deficit hyperactivity disorder (ADHD) over the longer term. The current study aimed to investigate the change in parent-rated, and performance-based metrics of executive functioning (EF) and the relationship between these EF metrics and ADHD symptoms in individuals with ADHD from childhood/adolescence to young adulthood. This was done by examining possible improvements in parent-rated EF and performance-based measures of inattention and inhibition over a three-year interval and their relationship to ADHD outcomes in 137 clinically referred youth with ADHD (mean age = 12.4 years, SD = 3.1). Participants' parents completed the Behavior Rating Inventory of Executive Function (BRIEF) and the Swanson-Nolan-Pelham Scale at baseline and follow-up. Participants completed the Conners' Continuous Performance Test, Version II (CPT II) at baseline and follow-up. Statistical analyses were performed with Linear Mixed Models. The sex- and age-standardized measures Commission and Hit reaction time (RT) subscales of the CPT II and parent-rated metacognitive, and behavior regulation composites of the BRIEF were largely stable between measuring points. CPT Omissions, Hit RT standard error (reaction time variability), and parent-rated ADHD symptom scores improved slightly. BRIEF composites and reaction time variability were related to ADHD symptoms using longitudinal data. Overall, behavioral aspects of EF, as observed by parents in the home context, appear to play a significant role in the trajectory of childhood ADHD.
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Affiliation(s)
- Pia Tallberg
- Child and Adolescent Psychiatry, Department of Clinical Sciences, Lund University, Lund, Sweden
- Child and Adolescent Psychiatry, Region Skane, Lund, Sweden
| | - Maria Rastam
- Child and Adolescent Psychiatry, Department of Clinical Sciences, Lund University, Lund, Sweden
- Department of Psychiatry and Neurochemistry, Gillberg Neuropsychiatry Centre, University of Gothenburg, Gothenburg, Sweden
| | - Anne-Li Hallin
- Child and Adolescent Psychiatry, Region Skane, Lund, Sweden
| | - Sean Perrin
- Department of Psychology, Lund University, Lund, Sweden
| | - Peik Gustafsson
- Child and Adolescent Psychiatry, Department of Clinical Sciences, Lund University, Lund, Sweden
- Child and Adolescent Psychiatry, Region Skane, Lund, Sweden
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9
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van Hal R, Geurts D, van Eijndhoven P, Kist J, Collard RM, Tendolkar I, Vrijsen JN. A transdiagnostic view on MDD and ADHD: shared cognitive characteristics? J Psychiatr Res 2023; 165:315-324. [PMID: 37556964 DOI: 10.1016/j.jpsychires.2023.07.028] [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: 11/21/2022] [Revised: 06/23/2023] [Accepted: 07/20/2023] [Indexed: 08/11/2023]
Abstract
BACKGROUND Major Depressive disorder (MDD) and Attention Deficit Hyperactivity Disorder (ADHD) are prevalent mental disorders that often co-occur. There is overlap in symptomatology between MDD and ADHD that complicates diagnostics and treatment selection. Hence, to aid diagnostics of single and comorbid disorders, we aimed to examine the discriminative power of common symptom measures and cognitive dysfunction to differentiate between participants diagnosed with MDD, ADHD, ADHD and comorbid MDD and without a mental disorder. METHODS Four diagnosed groups were compared: MDD (n = 103), ADHD (n = 78), comorbid MDD + ADHD (n = 29), healthy controls (HC; n = 123). We examined between-group differences and discriminative functions of clinically validated self-report symptom questionnaires, as well as task-based and self-report measures of cognitive dysfunction. RESULTS Based on the between group comparisons, all patient groups were characterized by clinically relevant levels of ADHD-symptomatology, executive dysfunction, and diminished cognitive performances in the domain of attention; even the MDD-only group. In addition, based on self-reported symptoms of MDD, ADHD, and executive dysfunction, discriminant function analysis classified all HC correctly (100%) and patients diagnosed with ADHD or MDD relatively well (resp. 85% and 82%). Comorbid MDD + ADHD was poorly differentiated from single MDD or ADHD by the commonly used self-report symptom questionnaires for MDD and ADHD (0% correct predictions), which substantially improved by incorporating the questionnaire on executive functioning (42% correct predictions). CONCLUSIONS In both MDD and ADHD, clinical levels of attentional and executive dysfunction were found, while these clinical groups differed in cognitive flexibility, initiating, inhibition and meta-cognition. Comorbid MDD + ADHD was poorly distinguishable from non-comorbid MDD and ADHD based on self-reported symptoms of depression and ADHD. Addition of subjective executive function in the discrimination models resulted in increased discriminative power. Our findings indicate that executive functioning measure can improve the diagnostic process of ADHD and MDD.
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Affiliation(s)
- Rianne van Hal
- Radboud University Medical Center, Department of Psychiatry, Nijmegen, the Netherlands.
| | - Dirk Geurts
- Radboud University Medical Center, Department of Psychiatry, Nijmegen, the Netherlands; Donders Institute, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Philip van Eijndhoven
- Radboud University Medical Center, Department of Psychiatry, Nijmegen, the Netherlands; Donders Institute, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Joosje Kist
- Radboud University Medical Center, Department of Psychiatry, Nijmegen, the Netherlands; Donders Institute, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Rose M Collard
- Radboud University Medical Center, Department of Psychiatry, Nijmegen, the Netherlands
| | - Indira Tendolkar
- Radboud University Medical Center, Department of Psychiatry, Nijmegen, the Netherlands; Donders Institute, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Janna N Vrijsen
- Radboud University Medical Center, Department of Psychiatry, Nijmegen, the Netherlands; Donders Institute, Radboud University Medical Center, Nijmegen, the Netherlands; Pro Persona Mental Health Care, Depression Expertise Center, Nijmegen, the Netherlands
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10
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Øie MG, Storaas TAV, Egeland J. Neuropsychological and Symptom Predictors of Diagnostic Persistence in ADHD: A 25-Year Follow-up Study. J Atten Disord 2023; 27:612-622. [PMID: 36802957 DOI: 10.1177/10870547231154903] [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] [Indexed: 02/22/2023]
Abstract
BACKGROUND This study extends long-term predictive research on ADHD by including both neuropsychological and symptom measures at baseline in adolescence as predictors of diagnostic persistence 25 years later. METHODS Nineteen males with ADHD and 26 healthy controls (HC; M/F = 13/13), were assessed in adolescence and 25 years later. Measurements at baseline included a comprehensive test battery measuring eight neuropsychological domains, an IQ estimate, the Child Behavior Checklist (CBCL), and the Global Assessment Scale of Symptoms. Differences between ADHD Retainers, Remitters, and HC were calculated with ANOVAs, and potential predictions of differences in the ADHD group by linear regression analyses. RESULTS Eleven (58%) participants retained their ADHD diagnoses at follow-up. Motor Coordination and Visual perception at baseline predicted diagnosis at follow-up. CBCL Attention problems at baseline in the ADHD group predicted variance in diagnostic status. CONCLUSION Lower-order neuropsychological functions related to motor function and perception are important long-time predictors of persistence of ADHD.
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Affiliation(s)
- Merete Glenne Øie
- University of Oslo, Norway.,Innlandet Hospital Trust, Brumunddal, Norway
| | | | - Jens Egeland
- University of Oslo, Norway.,Vestfold Hospital Trust, Tønsberg, Norway
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11
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Vertessen K, Luman M, Staff A, Bet P, de Vries R, Twisk J, Oosterlaan J. Meta-analysis: Dose-Dependent Effects of Methylphenidate on Neurocognitive Functioning in Children With Attention-Deficit/Hyperactivity Disorder. J Am Acad Child Adolesc Psychiatry 2022; 61:626-646. [PMID: 34534624 DOI: 10.1016/j.jaac.2021.08.023] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 08/09/2021] [Accepted: 09/07/2021] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Neurocognitive deficits are at the heart of explanatory models of attention-deficit/hyperactivity disorder (ADHD), and lead to significant impairments in daily life. Determining the dosing effects of methylphenidate (MPH) on a broad range of neurocognitive functions and investigating possible impairing effects of high doses is therefore important. METHOD Placebo-controlled trials were included that investigated MPH dosing effects on neurocognitive functions in children and adolescents (aged 5-18 years) diagnosed with ADHD. Effect sizes (standardized mean differences [SMDs]) were calculated for different neurocognitive functions (baseline speed, variability in responding, nonexecutive memory and executive memory, inhibitory control, and cognitive flexibility) and, if available, for ADHD symptoms. Meta-regression analysis were used to investigate linear effects of dose (mg/kg/dose), and separate meta-analyses compared SMDs for 3 MPH dose ranges: low (0.10-0.30 mg/kg/dose), medium (0.31-0.60 mg/kg/dose), and high (0.61-1.00 mg/kg/dose). RESULTS A total of 31 studies fulfilled inclusion criteria, comprising 804 children with ADHD. Methylphenidate had beneficial effects on all neurocognitive functions (d = 0.20-0.73). Significant linear dosing effects were found for ADHD symptoms and lower-order neurocognitive functions (baseline speed, variability in responding, nonexecutive memory), with greater enhancement of functioning with increasing dose. No dosing effects were found for higher-order neurocognitive functions (executive memory, inhibitory control, and cognitive flexibility). No detrimental effects of MPH were found on any of the investigated functions. CONCLUSION Methylphenidate was superior to placebo in improving ADHD symptoms and a broad range of neurocognitive functions; however, effects sizes regarding the effects of dose vary substantially between functions. Our data highlight the importance of considering both neurocognitive and symptomatic aspects of ADHD in clinical practice.
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Affiliation(s)
- Karen Vertessen
- VU Amsterdam, the Netherlands; University Psychiatric Centre, Katholieke Universiteit Leuven, Belgium.
| | | | | | - Pierre Bet
- Amsterdam UMC, VU Medical Center, Amsterdam, the Netherlands
| | | | - Jos Twisk
- Amsterdam UMC, VU Medical Center, Amsterdam, the Netherlands
| | - Jaap Oosterlaan
- VU Amsterdam, the Netherlands; Amsterdam UMC, VU Medical Center, Amsterdam, the Netherlands
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12
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Cavicchioli M, Stefanazzi C, Tobia V, Ogliari A. The role of attachment styles in attention-deficit hyperactivity disorder: A meta-analytic review from the perspective of a transactional development model. EUROPEAN JOURNAL OF DEVELOPMENTAL PSYCHOLOGY 2022. [DOI: 10.1080/17405629.2022.2069095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Marco Cavicchioli
- Faculty of Psychology, University “Vita-Salute San Raffaele”, Milan, Italy
- Unit of Clinical Psychology and Psychotherapy, San Raffaele-Turro Hospital, Milan, Italy
| | - Chiara Stefanazzi
- Faculty of Psychology, University “Vita-Salute San Raffaele”, Milan, Italy
- Child in Mind Lab, University “Vita-Salute San Raffaele”, Milan, Italy
| | - Valentina Tobia
- Faculty of Psychology, University “Vita-Salute San Raffaele”, Milan, Italy
- Child in Mind Lab, University “Vita-Salute San Raffaele”, Milan, Italy
| | - Anna Ogliari
- Faculty of Psychology, University “Vita-Salute San Raffaele”, Milan, Italy
- Child in Mind Lab, University “Vita-Salute San Raffaele”, Milan, Italy
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13
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Lawson MJ, Beltran TA, Padilla CR, Berry-Cabán CS, Choi YS. Attention deficit hyperactivity disorder medications and bone mineral density of adults in the United States. Bone Rep 2022; 16:101570. [PMID: 35519289 PMCID: PMC9062265 DOI: 10.1016/j.bonr.2022.101570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 03/24/2022] [Accepted: 04/12/2022] [Indexed: 10/27/2022] Open
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14
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Cavicchioli M, Ogliari A, Movalli M, Maffei C. Persistent Deficits in Self-Regulation as a Mediator between Childhood Attention-Deficit/Hyperactivity Disorder Symptoms and Substance Use Disorders. Subst Use Misuse 2022; 57:1837-1853. [PMID: 36096483 DOI: 10.1080/10826084.2022.2120358] [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] [Indexed: 10/14/2022]
Abstract
The link between attention-deficit/hyperactivity disorder (ADHD) and substance use disorders (SUDs) has been largely demonstrated. Some scholars have hypothesized that self-regulation mechanisms might play a key role in explaining this association. Objective(s): The current study tested the hypothesis that retrospective childhood ADHD symptoms might lead to more severe SUDs and this association should be mediated by current self-ratings of behavioral disinhibition, inattention, and emotional dysregulation among 204 treatment-seeking adults (male: 67.3%; female: 32.7%) with a primary diagnosis of alcohol use disorder and other SUDs. Methods: The mediational model was estimated through self-report measures of childhood ADHD symptoms (independent variable; WURS), current self-regulation mechanisms (mediators)-behavioral disinhibition (BIS-11 motor subscale), difficulties with attention regulation (MAAS) and emotion regulation (DERS)-and severity of SUDs (dependent variable; SPQ alcohol, illicit and prescribed drugs). Results: The analysis showed that alterations in the self-regulation system fully mediated the association between the severity of childhood ADHD symptoms and SUDs in adulthood. Behavioral disinhibition and difficulties in attention regulation were the most representative alterations in self-regulation processes that explained this association. Conclusions: These findings suggest it is useful to implement several therapeutic approaches (e.g. behavioral, mindfulness-based, and pharmacological) to increase the self-regulation abilities of children and adolescents with ADHD in order to reduce the probability of SUD onset in adulthood. However, future longitudinal neuroimaging and neuropsychological studies are needed to further support the role of self-regulation mechanisms in explaining the prospective association between childhood ADHD symptoms and SUDs in adulthood.
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Affiliation(s)
- Marco Cavicchioli
- Department of Psychology, University "Vita-Salute San Raffaele", Milan, Italy.,Unit of Clinical Psychology and Psychotherapy, San Raffaele-Turro Hospital, Milan, Italy
| | - Anna Ogliari
- Unit of Clinical Psychology and Psychotherapy, San Raffaele-Turro Hospital, Milan, Italy.,Child in Mind Lab, University "Vita-Salute San Raffaele", Milan, Italy
| | - Mariagrazia Movalli
- Department of Psychology, University "Vita-Salute San Raffaele", Milan, Italy.,Unit of Clinical Psychology and Psychotherapy, San Raffaele-Turro Hospital, Milan, Italy
| | - Cesare Maffei
- Department of Psychology, University "Vita-Salute San Raffaele", Milan, Italy.,Unit of Clinical Psychology and Psychotherapy, San Raffaele-Turro Hospital, Milan, Italy
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15
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Champ RE, Adamou M, Tolchard B. The impact of psychological theory on the treatment of Attention Deficit Hyperactivity Disorder (ADHD) in adults: A scoping review. PLoS One 2021; 16:e0261247. [PMID: 34932573 PMCID: PMC8691636 DOI: 10.1371/journal.pone.0261247] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 11/25/2021] [Indexed: 12/12/2022] Open
Abstract
Psychological theory and interpretation of research are key elements influencing clinical treatment development and design in Attention Deficit Hyperactivity Disorder (ADHD). Research-based treatment recommendations primarily support Cognitive Behavioural Therapy (CBT), an extension of the cognitive behavioural theory, which promotes a deficit-focused characterisation of ADHD and prioritises symptom reduction and cognitive control of self-regulation as treatment outcomes. A wide variety of approaches have developed to improve ADHD outcomes in adults, and this review aimed to map the theoretical foundations of treatment design to understand their impact. A scoping review and analysis were performed on 221 documents to compare the theoretical influences in research, treatment approach, and theoretical citations. Results showed that despite variation in the application, current treatments characterise ADHD from a single paradigm of cognitive behavioural theory. A single theoretical perspective is limiting research for effective treatments for ADHD to address ongoing issues such as accommodating context variability and heterogeneity. Research into alternative theoretical characterisations of ADHD is recommended to provide treatment design opportunities to better understand and address symptoms.
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Affiliation(s)
- Rebecca E. Champ
- Department of Nursing and Midwifery, School of Human and Health Sciences, University of Huddersfield, Huddersfield, United Kingdom
| | - Marios Adamou
- Department of Nursing and Midwifery, School of Human and Health Sciences, University of Huddersfield, Huddersfield, United Kingdom
| | - Barry Tolchard
- School of Health and Life Sciences, Teeside University, Middlesbrough, United Kingdom
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16
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Kühl E, Geeraerts SB, Deković M, Schoemaker K, Bunte T, Espy KA, Matthys W. Trajectories of Executive Functions and ADHD Symptoms in Preschoolers and the Role of Negative Parental Discipline. Dev Neuropsychol 2021; 46:555-573. [PMID: 34711098 DOI: 10.1080/87565641.2021.1995736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
In the present study, we investigated whether the longitudinal growth trajectories of executive functions (EF) and Attention-Deficit/Hyperactivity Disorder (ADHD) symptoms are related. In addition, we investigated whether negative discipline moderated these longitudinal relations. The sample consisted of predominantly clinically referred preschoolers (N = 248, age 42-66 months at Time 1; 79.0% boys). Assessment occurred three times: at baseline, at 9 months, and at 18 months. EF was assessed with five EF tasks. ADHD symptoms (Child Behavior Checklist 1.5-5) were reported by parents. Groups of medium to high and low negative discipline were based on mother- and father-reports (Parenting Practices Inventory). Growth curve models showed that EF generally increased and ADHD symptoms generally decreased over time. Parallel process models showed that there was no relation between the change in EF and the change in ADHD symptoms over time, suggesting no co-development. However, higher EF at baseline was related to lower ADHD symptoms at baseline. This was irrespective of whether children were exposed to high or low negative discipline. Overall, the results suggest that, while EF and ADHD symptoms are related, they develop independently across the preschool years.
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Affiliation(s)
- Eva Kühl
- Department of Child and Adolescent Studies, Utrecht University, Utrecht, The Netherlands
| | - Sanne B Geeraerts
- Department of Child and Adolescent Studies, Utrecht University, Utrecht, The Netherlands
| | - Maja Deković
- Department of Child and Adolescent Studies, Utrecht University, Utrecht, The Netherlands
| | - Kim Schoemaker
- Department of Child and Adolescent Studies, Utrecht University, Utrecht, The Netherlands
| | | | - Kimberly A Espy
- Department of Neuroscience, Developmental & Regenerative Biology, College of Sciences, University of Texas at San Antonio and Department of Psychiatry & Behavioral Sciences, Long School of Medicine, University of Texas Health San Antonio, San Antonio, Texas, USA
| | - Walter Matthys
- Department of Child and Adolescent Studies, Utrecht University, Utrecht, The Netherlands.,Department of Psychiatry, University Medical Center Utrecht, Utrecht, The Netherlands
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17
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Abstract
Objective: Previous research examining telomeres in individuals with neuropsychiatric disorders shows that greater illness, symptoms, or cognitive impairment are linked with shorter telomeres. However, the relationships of telomere length and neuropsychological processes or psychiatric symptoms are not understood in individuals with Attention Deficit/Hyperactivity Disorder (ADHD). Method: 390 young adults with and without ADHD completed a multi-informant diagnostic assessment and neuropsychological testing battery. Participant DNA was isolated from saliva samples, and telomere length was determined using qPCR. Results: Linear regression models demonstrated the only significant association to survive correction for multiple testing was for childhood hyperactivity-impulsivity symptoms and longer telomere length. Conclusion: Contrary to expectations, longer telomere length in young adults was associated only with childhood ADHD symptoms, particularly hyperactivity-impulsivity, in this sample. These findings are an important demonstration that the neuropsychological deficits and symptoms experienced by individuals diagnosed with ADHD during adulthood may not be negatively associated with telomere length.
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Affiliation(s)
- Allison M. Momany
- Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA
| | - Stephanie Lussier
- Department of Psychiatry, Carver College of Medicine, and Iowa Neuroscience Institute, University of Iowa, Iowa City, IA
| | - Molly A. Nikolas
- Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA
| | - Hanna Stevens
- Department of Psychiatry, Carver College of Medicine, and Iowa Neuroscience Institute, University of Iowa, Iowa City, IA
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18
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Tallberg P, Rastam M, Perrin S, Hallin AL, Gustafsson P. A longitudinal investigation of cognitive functioning and its relationship to symptom severity and academic functioning in treatment seeking youth with AHDH. Scand J Child Adolesc Psychiatr Psychol 2021; 9:52-63. [PMID: 33928054 PMCID: PMC8077411 DOI: 10.21307/sjcapp-2021-007] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Background: Children with ADHD tend to present with poorer cognitive functioning leaving them more vulnerable to a range of negative outcomes. To date, only a handful of longitudinal studies have examined the stability of Wechsler composite scores in children and adolescents with ADHD, and none of them used a more recent version of the Wechsler Intelligence Scales for Children (WISC), than the WISC-III. Objective: The present study investigates the cognitive stability and its longitudinal relationship with the severity of the child’s ADHD symptoms and school grades. Method: Cognitive functioning was measured with the fourth editions of the WISC-IV or the Wechsler Adult Intelligence Scales (WAIS-IV) at baseline and at a 3-4-year follow-up in children with ADHD (n = 125, mean age = 11.40 years, SD = 3.27) and a Control group of schoolchildren (n = 59, mean age = 11.97 years, SD = 2.15). The stability of cognitive functioning and the relationship between cognitive functioning, ADHD and grades were evaluated using linear mixed models and logistic regression. Results: Standardized composite scores of Full scale IQ, Verbal Comprehension, and Processing Speed declined between baseline and follow-up in the ADHD group. ADHD symptom scores were associated with Working Memory scores. Together, the severity of concurrent ADHD symptoms and lower scores for verbal comprehension at baseline and follow-up were associated with an increased risk of not achieving grades at follow-up in youth with ADHD. Conclusions: Youth with ADHD often present with cognitive impairments, not improved over time. Together these increase the risk of poorer academic outcomes. Concurrent evaluation of symptom severity and cognitive functions can add potentially useful information in terms of treatment planning, and school supports to prevent school failure.
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Affiliation(s)
- Pia Tallberg
- Department of Clinical Sciences, Child and Adolescent Psychiatry, Lund University, Lund, Sweden
| | - Maria Rastam
- Department of Clinical Sciences, Child and Adolescent Psychiatry, Lund University, Lund, Sweden.,Department of Psychiatry and Neurochemistry, Gillberg Neuropsychiatry Centre, University of Gothenburg, Göteborg, Sweden
| | - Sean Perrin
- Department of Psychology, Faculty of Social Sciences, Lund University, Lund, Sweden
| | - Anne-Li Hallin
- Child and Adolescent Psychiatry, Region Skåne, Lund, Sweden
| | - Peik Gustafsson
- Child and Adolescent Psychiatry, Department of Clinical Sciences, Lund, Skåne University Hospital, Lund University, Lund, Sweden
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19
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Working memory capacity, variability, and response to intervention at age 6 and its association to inattention and mathematics age 9. COGNITIVE DEVELOPMENT 2021. [DOI: 10.1016/j.cogdev.2021.101013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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20
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Distinct Patterns of Impaired Cognitive Control Among Boys and Girls with ADHD Across Development. Res Child Adolesc Psychopathol 2021; 49:835-848. [PMID: 33646480 DOI: 10.1007/s10802-021-00792-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/14/2021] [Indexed: 11/27/2022]
Abstract
This study examined whether girls and boys with ADHD show similar impairments in cognitive control from childhood into adolescence and the developmental relationship between cognitive control and ADHD symptoms. Participants include 8-17-year-old children with ADHD (n = 353, 104 girls) and typically developing (TD) controls (n = 241, 86 girls) with longitudinal data obtained from n = 137. Participants completed two go/no-go (GNG) tasks that varied in working memory demand. Linear mixed-effects models were applied to compare age-related changes in cognitive control for each GNG task among girls and boys with ADHD and TD controls and in relation to ADHD symptoms. Boys with ADHD showed impaired response inhibition and increased response variability across tasks. In contrast, girls with ADHD showed impaired response inhibition only with greater working memory demands whereas they displayed increased response variability regardless of working memory demands. Analysis of age-related change revealed that deficits in cognitive control under minimal working memory demands increase with age among girls with ADHD and decrease with age among boys with ADHD. In contrast, deficits in cognitive control with greater working memory demands decrease with age among both boys and girls with ADHD compared to TD peers. Among children with ADHD poor response inhibition during childhood predicted inattentive symptoms in adolescence and was associated with less age-related improvement in inattentive symptoms. These findings suggest that girls and boys with ADHD show differential impairment in cognitive control across development and response inhibition in childhood may be an important predictor of ADHD symptoms in adolescence.
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21
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Øie MG, Sundet K, Haug E, Zeiner P, Klungsøyr O, Rund BR. Cognitive Performance in Early-Onset Schizophrenia and Attention-Deficit/Hyperactivity Disorder: A 25-Year Follow-Up Study. Front Psychol 2021; 11:606365. [PMID: 33519613 PMCID: PMC7841368 DOI: 10.3389/fpsyg.2020.606365] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 12/21/2020] [Indexed: 11/13/2022] Open
Abstract
Early-Onset Schizophrenia (EOS) and Attention Deficit-Hyperactivity Disorder (ADHD) are early- onset neurodevelopmental disorders associated with cognitive deficits. The current study represents the first attempt to compare these groups on a comprehensive cognitive test battery in a longitudinal design over 25 years in order to enhance our knowledge of particular patterns resulting from the interaction between normal maturational processes and different illness processes of these disorders. In the baseline study, 19 adolescents with schizophrenia were compared to 20 adolescents with ADHD and 30 healthy controls (HC), all between 12 and 18 years of age. After 13 years (T2) and after 25 years (T3) they were re-evaluated with the cognitive test battery. A cognitive Composite Score was used in a linear mixed model. The EOS group had a significant cognitive stagnation or deterioration from T1 to T2 compared to HC. However, the EOS group had the most positive change from T2 to T3, supporting a stable level of cognitive performance over the 25 year span. The ADHD group improved or had similar development as the HC group from T1 to T2. They continued to improve significantly compared to the HC group from T2 to T3. Individuals in the EOS group performed more impaired on the cognitive composite score compared to the HC group and the ADHD group at all three time points. Results might indicate a neurodevelopmental pathway of EOS with subnormal cognitive development specific in adolescence. In comparison, the ADHD group had a more consistent cognitive maturation supporting a maturational delay hypothesis of ADHD.
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Affiliation(s)
- Merete G Øie
- Department of Psychology, University of Oslo, Oslo, Norway.,Department of Research, Innlandet Hospital Trust, Brumunddal, Norway
| | - Kjetil Sundet
- Department of Psychology, University of Oslo, Oslo, Norway
| | - Elisabeth Haug
- Division of Mental Health, Innlandet Hospital Trust, Ottestad, Norway
| | - Pål Zeiner
- Oslo University Hospital, Oslo, Norway.,Faculty of Medicine, University of Oslo, Oslo, Norway
| | | | - Bjørn R Rund
- Department of Psychology, University of Oslo, Oslo, Norway.,Vestre Viken Hospital Trust, Drammen, Norway
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22
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Ilbegi S, Buitelaar JK, Hoekstra PJ, Hartman CA, Franke B, Faraone SV, Oosterlaan J, Luman M, van Lieshout M, Rommelse NNJ. Neurocognitive markers of late-onset ADHD: a 6-year longitudinal study. J Child Psychol Psychiatry 2021; 62:244-252. [PMID: 33059383 DOI: 10.1111/jcpp.13272] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Revised: 04/05/2020] [Accepted: 04/29/2020] [Indexed: 11/28/2022]
Abstract
BACKGROUND There is an increased interest in 'late-onset' attention-deficit/hyperactivity disorder (ADHD), referring to the onset of clinically significant ADHD symptoms after the age of 12 years. This study aimed to examine whether unaffected siblings with late-onset ADHD could be differentiated from stable unaffected siblings by their neurocognitive functioning in childhood. METHODS We report findings from a 6-year prospective, longitudinal study of the Dutch part of the International Multicenter ADHD Genetics (IMAGE) study, including individuals with childhood-onset (persistent) ADHD (n = 193), their siblings with late-onset ADHD (n = 34), their stable unaffected siblings (n = 111) and healthy controls (n = 186). At study entry (mean age: 11.3) and follow-up (mean age: 17.01), participants were assessed for ADHD by structured psychiatric interviews and multi-informant questionnaires. Several neurocognitive functions were assessed at baseline and after 6 years, including time reproduction, timing variability (reaction time variability and time production variability), reaction time speed, motor control and working memory; intelligence was taken as a measure of overall neurocognitive functioning. RESULTS Siblings with late-onset ADHD were similar to individuals with childhood-onset ADHD in showing longer reaction times and/or higher error rates on all neurocognitive measures at baseline and follow-up, when compared to healthy controls. They differed from stable unaffected siblings (who were similar to healthy controls) by greater reaction time variability and timing production variability at baseline. No significant group by time interaction was found for any of the tasks. CONCLUSIONS For unaffected siblings of individuals with ADHD, reaction time variability and timing production variability may serve as neurocognitive marker for late-onset ADHD.
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Affiliation(s)
- Shahrzad Ilbegi
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Jan K Buitelaar
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.,Karakter Child and Adolescent Psychiatry University Centre, Nijmegen, The Netherlands
| | - Pieter J Hoekstra
- Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Catharina A Hartman
- Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Barbara Franke
- Department of Psychiatry, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands.,Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Stephen V Faraone
- Departments of Psychiatry and of Neuroscience and Physiology, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Jaap Oosterlaan
- Emma Neuroscience Group, Amsterdam Reproduction & Development, Department of Pediatrics, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam/Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Clinical Neuropsychology Section, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Marjolein Luman
- Emma Neuroscience Group, Amsterdam Reproduction & Development, Department of Pediatrics, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam/Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Clinical Neuropsychology Section, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Marloes van Lieshout
- Emma Neuroscience Group, Amsterdam Reproduction & Development, Department of Pediatrics, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam/Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Clinical Neuropsychology Section, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Nanda N J Rommelse
- Karakter Child and Adolescent Psychiatry University Centre, Nijmegen, The Netherlands.,Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
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23
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Ahmadi A, Kashefi M, Shahrokhi H, Nazari MA. Computer aided diagnosis system using deep convolutional neural networks for ADHD subtypes. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2020.102227] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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24
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Agnew-Blais JC, Polanczyk GV, Danese A, Wertz J, Moffitt TE, Arseneault L. Are changes in ADHD course reflected in differences in IQ and executive functioning from childhood to young adulthood? Psychol Med 2020; 50:2799-2808. [PMID: 31718730 DOI: 10.1017/s0033291719003015] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Attention-deficit hyperactivity disorder (ADHD) is associated with poorer cognitive functioning. We used a developmental, genetically-sensitive approach to examine intelligence quotient (IQ) from early childhood to young adulthood among those with different ADHD courses to investigate whether changes in ADHD were reflected in differences in IQ. We also examined executive functioning in childhood and young adulthood among different ADHD courses. METHODS Study participants were part of the Environmental Risk (E-Risk) Longitudinal Twin Study, a population-based birth cohort of 2232 twins. We assessed ADHD in childhood (ages 5, 7, 10 and 12) and young adulthood (age 18). We examined ADHD course as reflected by remission, persistence and late-onset. IQ was evaluated at ages 5, 12 and 18, and executive functioning at ages 5 and 18. RESULTS ADHD groups showed deficits in IQ across development compared to controls; those with persistent ADHD showed the greatest deficit, followed by remitted and late-onset. ADHD groups did not differ from controls in developmental trajectory of IQ, suggesting changes in ADHD were not reflected in IQ. All ADHD groups performed more poorly on executive functioning tasks at ages 5 and 18; persisters and remitters differed only on an inhibitory control task at age 18. CONCLUSIONS Differences in ADHD course - persistence, remission and late-onset - were not directly reflected in changes in IQ. Instead, having ADHD at any point across development was associated with lower average IQ and poorer executive functioning. Our finding that individuals with persistent ADHD have poorer response inhibition than those who remitted requires replication.
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Affiliation(s)
- Jessica C Agnew-Blais
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | | | - Andrea Danese
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- National and Specialist Child Traumatic Stress and Anxiety Clinic, South London and Maudsley NHS Foundation Trust, London, UK
| | - Jasmin Wertz
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
| | - Terrie E Moffitt
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Louise Arseneault
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
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25
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James SN, Cheung CHM, Rommel AS, McLoughlin G, Brandeis D, Banaschewski T, Asherson P, Kuntsi J. Peripheral Hypoarousal but Not Preparation-Vigilance Impairment Endures in ADHD Remission. J Atten Disord 2020; 24:1944-1951. [PMID: 28363258 PMCID: PMC5617106 DOI: 10.1177/1087054717698813] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Objective: This study investigates whether impairments associated with persistent ADHD-impaired attention allocation (P3 amplitude), peripheral hypoarousal (skin conductance level [SCL]), and adjustment in preparatory state (contingent negative variation [CNV])-reflect enduring deficits unrelated to ADHD outcome or are markers of ADHD remission. Method: Young people with childhood ADHD (73 persisters and 18 remitters) and 144 controls were compared on neurophysiological measures during two conditions (baseline and fast-incentive) of a four-choice reaction time task. Results: ADHD remitters differed from persisters, and were indistinguishable from controls, on baseline P3 amplitude and fast-incentive CNV amplitude (p ≤ .05). ADHD remitters differed from controls (p ≤ .01), and were indistinguishable from persisters (p > .05), on baseline SCL. Conclusion: Preparation-vigilance measures were markers of ADHD remission, confirming previous findings with other measures. Yet, SCL-measured peripheral hypoarousal emerges as an enduring deficit unrelated to ADHD improvement. Future studies should explore potential compensatory mechanisms that enable efficient preparation-vigilance processes in ADHD remitters.
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Affiliation(s)
| | | | | | | | - Daniel Brandeis
- Heidelberg University, Germany
- University of Zurich, Switzerland
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Abstract
Objective: The objective of this study was to examine the association between parent mental health (ADHD and depression) and offspring performance on neurocognitive tasks in children with ADHD. Method: The clinical sample consisted of 570 children (85% males, mean age: 10.77 years) with ADHD who completed neurocognitive tasks measuring working memory, attention set-shifting, and motivational deficits. Questionnaire measures were used to assess ADHD and depression symptom presence in parents. Results: Controlling for ADHD severity, children of parents with ADHD had poorer working memory (B = -0.25, 95% confidence interval [CI] [-0.45, -0.07], p = .01) and increased errors on the extra dimensional shift stage of the set-shifting task (B = 0.26 95% CI [0.02, 0.50], p = .04). Parent depression was not associated with offspring performance on any of the assessed neurocognitive tasks. Conclusion: Children with ADHD who have a parent with ADHD symptom presence are a subgroup of children who may have additional neurocognitive impairments that have potential implications when implementing interventions that target cognition and learning.
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Affiliation(s)
| | | | | | - Kate Langley
- Cardiff University, UK,Kate Langley, School of Psychology, Cardiff University, Tower Building, 70 Park Place, Cardiff CF10 3AT, UK.
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The Course of Neurocognitive Functioning and Prediction of Behavioral Outcome of ADHD Affected and Unaffected Siblings. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2020; 47:405-419. [PMID: 30079436 PMCID: PMC6397140 DOI: 10.1007/s10802-018-0449-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
Longitudinal studies on the course of neurocognitive functioning of children with ADHD and their unaffected siblings are scarce. Also, it is unclear to what extent that course is related to ADHD outcomes. A carefully phenotyped large sample of 838 Caucasian participants (ADHD-combined type: n = 339, unaffected siblings: n = 271, controls: n = 228; mean age at baseline = 11.4 years, mean age at follow-up = 17.3 years, SD = 3.2) was used to investigate differences in the course of neurocognitive functioning of ADHD affected and unaffected siblings versus controls, and to investigate the relationship between neurocognitive change and ADHD outcomes. At baseline, an aggregated measure of overall neurocognitive functioning and eight neurocognitive measures of working memory, timing (speed/variability), motor control, and intelligence were investigated. Outcomes at follow-up were dimensional measures of ADHD symptom severity and the Kiddie-Global Assessment Scale (K-GAS) for overall functioning. At follow up, affected and unaffected siblings trended to, or fully caught up with performance levels of controls on four (44.4%) and five (55.6%) of the nine dependent variables, respectively. In contrast, performance in remaining key neurocognitive measures (i.e. verbal working memory, variability in responding) remained impaired at follow-up. Change in neurocognitive functioning was not related to ADHD outcomes. Our results question the etiological link between neurocognitive deficits and ADHD outcomes in adolescents and young adults.
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Kofler MJ, Irwin LN, Soto EF, Groves NB, Harmon SL, Sarver DE. Executive Functioning Heterogeneity in Pediatric ADHD. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2020; 47:273-286. [PMID: 29705926 DOI: 10.1007/s10802-018-0438-2] [Citation(s) in RCA: 115] [Impact Index Per Article: 28.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Neurocognitive heterogeneity is increasingly recognized as a valid phenomenon in ADHD, with most estimates suggesting that executive dysfunction is present in only about 33%-50% of these children. However, recent critiques question the veracity of these estimates because our understanding of executive functioning in ADHD is based, in large part, on data from single tasks developed to detect gross neurological impairment rather than the specific executive processes hypothesized to underlie the ADHD phenotype. The current study is the first to comprehensively assess heterogeneity in all three primary executive functions in ADHD using a criterion battery that includes multiple tests per construct (working memory, inhibitory control, set shifting). Children ages 8-13 (M = 10.37, SD = 1.39) with and without ADHD (N = 136; 64 girls; 62% Caucasian/Non-Hispanic) completed a counterbalanced series of executive function tests. Accounting for task unreliability, results indicated significantly improved sensitivity and specificity relative to prior estimates, with 89% of children with ADHD demonstrating objectively-defined impairment on at least one executive function (62% impaired working memory, 27% impaired inhibitory control, 38% impaired set shifting; 54% impaired on one executive function, 35% impaired on two or all three executive functions). Children with working memory deficits showed higher parent- and teacher-reported ADHD inattentive and hyperactive/impulsive symptoms (BF10 = 5.23 × 104), and were slightly younger (BF10 = 11.35) than children without working memory deficits. Children with vs. without set shifting or inhibitory control deficits did not differ on ADHD symptoms, age, gender, IQ, SES, or medication status. Taken together, these findings confirm that ADHD is characterized by neurocognitive heterogeneity, while suggesting that contemporary, cognitively-informed criteria may provide improved precision for identifying a smaller number of neuropsychologically-impaired subtypes than previously described.
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Affiliation(s)
- Michael J Kofler
- Department of Psychology, Florida State University, 1107 W. Call Street, Tallahassee, FL, 32306-4301, USA.
| | - Lauren N Irwin
- Department of Psychology, Florida State University, 1107 W. Call Street, Tallahassee, FL, 32306-4301, USA
| | - Elia F Soto
- Department of Psychology, Florida State University, 1107 W. Call Street, Tallahassee, FL, 32306-4301, USA
| | - Nicole B Groves
- Department of Psychology, Florida State University, 1107 W. Call Street, Tallahassee, FL, 32306-4301, USA
| | - Sherelle L Harmon
- Department of Psychology, Florida State University, 1107 W. Call Street, Tallahassee, FL, 32306-4301, USA
| | - Dustin E Sarver
- Departments of Pediatrics and Psychiatry, Center for Advancement of Youth, University of Mississippi Medical Center, Jackson, MS, USA
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Miranda P, Cox CD, Alexander M, Danev S, Lakey JRT. In Quest of Pathognomonic/Endophenotypic Markers of Attention Deficit Hyperactivity Disorder (ADHD): Potential of EEG-Based Frequency Analysis and ERPs to Better Detect, Prevent and Manage ADHD. MEDICAL DEVICES-EVIDENCE AND RESEARCH 2020; 13:115-137. [PMID: 32547262 PMCID: PMC7250294 DOI: 10.2147/mder.s241205] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Accepted: 04/16/2020] [Indexed: 11/23/2022] Open
Abstract
Attention deficit hyperactivity disorder (ADHD) is a chronic heritable developmental delay psychiatric disorder requiring chronic management, characterized by inattention, hyperactivity, hyperkinectivity and impulsivity. Subjective clinical evaluation still remains crucial in its diagnosis. Discussed are two key aspects in the “characterizing ADHD” and on the quest for objective “pathognomonic/endophenotypic diagnostic markers of ADHD”. The first aspect briefly revolves around issues related to identification of pathognomonic/endophenotypic diagnostic markers in ADHD. Issues discussed include changes in ADHD definition, remission/persistence and overlapping-symptoms cum shared-heritability with its co-morbid cross-border mental disorders. The second aspect discussed is neurobiological and EEG-based studies on ADHD. Given the neurobiological and temporal aspects of ADHD symptoms the electroencephalograph (EEG) like NeuralScan by Medeia appears as an appropriate tool. The EEGs appropriateness is further enhanced when coupled with suitable behavior/cognitive/motor/psychological tasks/paradigms yielding EEG-based markers like event-related-potential (ERPs like P3 amplitudes and latency), reaction time variability (RTV), Theta:Beta ratio (TBR) and sensorimotor rhythm (SMR). At present, these markers could potentially help in the neurobiological characterization of ADHD and either help in identifying or lay the groundwork for identifying pathognomonic and/or endophenotypic EEG-based markers enabling its diagnosis, treatment and management.
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Affiliation(s)
- Priya Miranda
- Department of Surgery and Biomedical Engineering, University of California Irvine, Irvine, California, USA
| | - Christopher D Cox
- Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, California, USA
| | - Michael Alexander
- Department of Surgery and Biomedical Engineering, University of California Irvine, Irvine, California, USA
| | | | - Jonathan R T Lakey
- Department of Surgery and Biomedical Engineering, University of California Irvine, Irvine, California, USA
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30
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Roselló B, Berenguer C, Baixauli I, Mira Á, Martinez-Raga J, Miranda A. Empirical examination of executive functioning, ADHD associated behaviors, and functional impairments in adults with persistent ADHD, remittent ADHD, and without ADHD. BMC Psychiatry 2020; 20:134. [PMID: 32204708 PMCID: PMC7092442 DOI: 10.1186/s12888-020-02542-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Accepted: 03/11/2020] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Previous studies suggest that childhood attention deficit hyperactivity disorder (ADHD) may continue in adulthood, producing adverse effects. Therefore, identifying factors that help to differentiate characteristics of ADHD persistence and remission has practical implications for evaluation and treatment. The first aim of this study was to analyze differences in executive functions (shift, working memory, inhibition, and plan/organize), symptoms associated with ADHD (inattention, hyperactivity, emotional lability, and self-concept), and functional impairments in adults with persistent ADHD (ADHD-P), with remittent ADHD (ADHD-R), and without ADHD (N-ADHD). The second aim was to study the contribution of functional impairments in these three groups based on executive functions and associated ADHD behaviors. METHODS Participants were 115 adults, 61 with a childhood ADHD diagnosis (40 persisters and 21 remitters) and 54 individuals with typical development. Self-reports were collected on executive functions, symptoms associated with ADHD, and functional impairments. Multivariate Analyses of Variance were conducted to test differences between the ADHD-P, ADHD-R, and N-ADHD groups on the evaluated variables. In addition, analyses were performed using two structural equation models with observed variables (path analyses). RESULTS The results indicated that significant executive and behavioral impairments and adverse functional outcomes in different life domains are related to the diagnostic persistence of ADHD. Recovery from the disorder is associated with better results, although hyperactivity/restlessness behaviors and plan/organize deficits continue to be present in remitter individuals. CONCLUSIONS The ADHD-P and ADHD-R groups showed some differences in their executive, behavioral, and functional impairments. Furthermore, the impairments in each group can be predicted by different executive functions and other symptoms associated with the disorder. These results should be taken into account in order to improve clinical practice.
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Affiliation(s)
- Belén Roselló
- grid.5338.d0000 0001 2173 938XDevelopmental and Educational Psychology, University of Valencia, Valencia, Spain
| | - Carmen Berenguer
- grid.5338.d0000 0001 2173 938XDevelopmental and Educational Psychology, University of Valencia, Valencia, Spain
| | - Inmaculada Baixauli
- grid.440831.a0000 0004 1804 6963Catholic University of Valencia S. Vicente Martir, Valencia, Spain
| | - Álvaro Mira
- grid.5338.d0000 0001 2173 938XDevelopmental and Educational Psychology, University of Valencia, Valencia, Spain
| | - Jose Martinez-Raga
- grid.5338.d0000 0001 2173 938XUnidad de Psiquiatría y Psicología Clínica, Hospital Universitario Dr. Peset, University of Valencia, Valencia, Spain
| | - Ana Miranda
- Developmental and Educational Psychology, University of Valencia, Valencia, Spain.
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Bergwerff CE, Luman M, Weeda WD, Oosterlaan J. Neurocognitive Profiles in Children With ADHD and Their Predictive Value for Functional Outcomes. J Atten Disord 2019; 23:1567-1577. [PMID: 28135892 DOI: 10.1177/1087054716688533] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE We examined whether neurocognitive profiles could be distinguished in children with ADHD and typically developing (TD) children, and whether neurocognitive profiles predicted externalizing, social, and academic problems in children with ADHD. METHOD Neurocognitive data of 81 children with ADHD and 71 TD children were subjected to confirmatory factor analysis. The resulting factors were used for community detection in the ADHD and TD group. RESULTS Four subgroups were detected in the ADHD group, characterized by (a) poor emotion recognition, (b) poor interference control, (c) slow processing speed, or (d) increased attentional lapses and fast processing speed. In the TD group, three subgroups were detected, closely resembling Subgroups (a) to (c). Neurocognitive subgroups in the ADHD sample did not differ in externalizing, social, and academic problems. CONCLUSION We found a neurocognitive profile unique to ADHD. The clinical validity of neurocognitive profiling is questioned, given the lack of associations with functional outcomes.
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Affiliation(s)
| | | | - Wouter D Weeda
- 1 Vrije Universiteit Amsterdam, The Netherlands.,2 Leiden University, The Netherlands
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Gisbert L, Richarte V, Corrales M, Ibáñez P, Bosch R, Bellina M, Fadeuilhe C, Casas M, Ramos-Quiroga JA. The Relationship Between Neuropsychological Deficits and Emotional Lability in Adults With ADHD. J Atten Disord 2019; 23:1514-1525. [PMID: 29890879 DOI: 10.1177/1087054718780323] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective: The objective of this study was to investigate the extent to which neuropsychological performance parameters implicated in ADHD might mediate the relationship between emotional lability (EL) and this disorder. Method: Eight hundred twelve adult patients with ADHD were examined. EL was assessed using the EL subscale of Conners' Adult ADHD Rating Scales (CAARS). To assess cognitive and executive functions, a battery of neuropsychological tests was performed in 262 patients with ADHD and high EL symptomatology and 550 patients with ADHD and low EL symptomatology. Results: Several differences between groups were found regarding neuropsychological performance; however, nearly all significant differences disappeared when the effect of gender, inattention, and hyperactive symptoms and psychiatric comorbidities were taken into account. Conclusion: Our results do not support the hypothesis that neuropsychological deficits are associated with EL in adults with ADHD.
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Affiliation(s)
- Laura Gisbert
- 1 Hospital Universitari Vall d'Hebron, Barcelona, Spain.,2 Biomedical Network Research Center on Mental Health, Barcelona, Spain.,3 Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Spain
| | - Vanesa Richarte
- 1 Hospital Universitari Vall d'Hebron, Barcelona, Spain.,2 Biomedical Network Research Center on Mental Health, Barcelona, Spain.,3 Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Spain
| | - Montserrat Corrales
- 1 Hospital Universitari Vall d'Hebron, Barcelona, Spain.,2 Biomedical Network Research Center on Mental Health, Barcelona, Spain.,3 Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Spain
| | - Pol Ibáñez
- 1 Hospital Universitari Vall d'Hebron, Barcelona, Spain.,2 Biomedical Network Research Center on Mental Health, Barcelona, Spain
| | - Rosa Bosch
- 1 Hospital Universitari Vall d'Hebron, Barcelona, Spain.,2 Biomedical Network Research Center on Mental Health, Barcelona, Spain.,3 Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Spain
| | - Mariano Bellina
- 1 Hospital Universitari Vall d'Hebron, Barcelona, Spain.,2 Biomedical Network Research Center on Mental Health, Barcelona, Spain
| | - Christian Fadeuilhe
- 1 Hospital Universitari Vall d'Hebron, Barcelona, Spain.,2 Biomedical Network Research Center on Mental Health, Barcelona, Spain
| | - Miquel Casas
- 1 Hospital Universitari Vall d'Hebron, Barcelona, Spain.,2 Biomedical Network Research Center on Mental Health, Barcelona, Spain.,3 Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Spain
| | - Josep Antoni Ramos-Quiroga
- 1 Hospital Universitari Vall d'Hebron, Barcelona, Spain.,2 Biomedical Network Research Center on Mental Health, Barcelona, Spain.,3 Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Spain
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Frye SS, Fernandez-Mendoza J, Calhoun SL, Vgontzas AN, Liao D, Bixler EO. Neurocognitive and behavioral significance of periodic limb movements during sleep in adolescents with attention-deficit/hyperactivity disorder. Sleep 2019; 41:5050228. [PMID: 29986077 DOI: 10.1093/sleep/zsy129] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Indexed: 11/13/2022] Open
Abstract
Study Objectives The purpose of this study is to examine the association of abnormal periodic limb movements during sleep (PLMS) with neurocognitive and behavioral outcomes in adolescents with attention-deficit/hyperactivity disorder (ADHD) from the general population. Methods Four hundred twenty-one adolescents (17.0 ± 2.3 years, 53.9% male) from the Penn State Child Cohort, a random general population sample, underwent 9 hr polysomnography, clinical history, physical examination, neurocognitive evaluation, and completed the Child or Adult Behavioral Checklist (C/ABCL). The presence of ADHD was ascertained by parent- or self-report of receiving a diagnosis of ADHD. PLMS were defined as a PLM index (PLMI) of ≥5 events per hour of sleep. Results Adolescents with ADHD (n = 98) had a significantly higher PLMI (5.4 ± 7.3) and prevalence of PLMS (35%) when compared with controls (3.4 ± 5.6, p = 0.006 and 21%, p = 0.004). Significant interactions between ADHD and PLMS showed that adolescents with both disorders (n = 35) were characterized by deficits in control interference, as measured by Stroop test, and elevated internalizing behaviors, as measured by C/ABCL. ADHD severity and externalizing behaviors were elevated in a dose-response manner across ADHD-alone (n = 63) and ADHD + PLMS groups. The association of ADHD with other neurocognitive functions did not vary as a function of PLMS. Conclusions PLMS are significantly more frequent in adolescents with ADHD. Importantly, adolescents with both disorders not only have worse neurobehavioral functioning than adolescents with ADHD-alone but specifically presented with executive deficits and anxiety symptoms. These data suggest that PLMS may be a marker of more severe underlying neurobiological deficits in adolescents with ADHD and comorbid internalizing problems.
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Affiliation(s)
- Sara S Frye
- Sleep Research and Treatment Center, Penn State Milton S. Hershey Medical Center, Pennsylvania State University, College of Medicine, Hershey, PA
| | - Julio Fernandez-Mendoza
- Sleep Research and Treatment Center, Penn State Milton S. Hershey Medical Center, Pennsylvania State University, College of Medicine, Hershey, PA
| | - Susan L Calhoun
- Sleep Research and Treatment Center, Penn State Milton S. Hershey Medical Center, Pennsylvania State University, College of Medicine, Hershey, PA
| | - Alexandros N Vgontzas
- Sleep Research and Treatment Center, Penn State Milton S. Hershey Medical Center, Pennsylvania State University, College of Medicine, Hershey, PA
| | - Duanping Liao
- Public Health Sciences, Pennsylvania State University, College of Medicine, Hershey, PA
| | - Edward O Bixler
- Sleep Research and Treatment Center, Penn State Milton S. Hershey Medical Center, Pennsylvania State University, College of Medicine, Hershey, PA
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Chen H, Song Y, Li X. A deep learning framework for identifying children with ADHD using an EEG-based brain network. Neurocomputing 2019. [DOI: 10.1016/j.neucom.2019.04.058] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Gordon CT, Hinshaw SP. Executive Functions in Girls With and Without Childhood ADHD Followed Through Emerging Adulthood: Developmental Trajectories. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY 2019; 49:509-523. [PMID: 31039045 DOI: 10.1080/15374416.2019.1602840] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Using an all-female sample, we examined trajectories of executive functioning (EF) performance from childhood through emerging adulthood-and their prediction of key emerging-adult outcomes. One hundred forty girls carefully diagnosed with attention deficit/hyperactivity disorder (ADHD) and 88 matched comparison girls were administered EF measurements assessing global EF, response inhibition, and verbal working memory during childhood (M age = 9.5 years), adolescence (M age = 14.1 years), the earliest years of adulthood (M age = 19.6 years), and the end of emerging adulthood (M age = 25.6 years). Retention rates were excellent. Hierarchical linear modeling was used to estimate growth curves for each EF measure. The linear EF slopes were then used to explore how changes in EF interacted with each participant's persistence/remission of ADHD over time to influence behavioral, emotional, and academic impairment in emerging adulthood. Although all women experienced absolute improvements in EF performance across time, women with histories of ADHD consistently lagged behind comparison women, even if their ADHD symptoms had remitted by early adulthood. However, EF performance over time did not significantly influence the link between ADHD status and (a) maternal reports of associated behavioral and emotional impairment or (b) objective measures of academic achievement. These findings indicate that EF deficits should be considered when developing and implementing treatments for ADHD through emerging adulthood. Future research should be aimed at understanding the mechanisms behind these observed trajectory differences.
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Affiliation(s)
- Chanelle T Gordon
- Department of Psychology, University at Buffalo, State University of New York
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36
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Graham LJ, Tancredi H. In search of a middle ground: the dangers and affordances of diagnosis in relation to Attention Deficit Hyperactivity Disorder and Developmental Language Disorder. EMOTIONAL AND BEHAVIOURAL DIFFICULTIES 2019. [DOI: 10.1080/13632752.2019.1609248] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Affiliation(s)
- Linda J. Graham
- School of Early Childhood and Inclusive Education, Queensland University of Technology (QUT), Brisbane, Australia
| | - Haley Tancredi
- School of Early Childhood and Inclusive Education, Queensland University of Technology (QUT), Brisbane, Australia
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Lin YJ, Gau SSF. Developmental changes of neuropsychological functioning in individuals with and without childhood ADHD from early adolescence to young adulthood: a 7-year follow-up study. Psychol Med 2019; 49:940-951. [PMID: 29941053 DOI: 10.1017/s0033291718001599] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Our knowledge about the developmental change of neuropsychological functioning in attention-deficit/hyperactivity disorder (ADHD) is limited. This prospective longitudinal study examined the changes in neuropsychological functions and their associations with the changes of ADHD symptoms across the developmental stages from early adolescence to young adulthood. METHODS We followed up 53 individuals diagnosed with the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition (DSM-IV) ADHD during childhood (mean age 12.77 years at time 1, 19.81 years at time 2) and 50 non-ADHD controls (mean age 12.80 years at time 1, 19.36 years at time 2) with repeated psychiatric interviews at two time points to confirm ADHD and other psychiatric diagnoses. Neuropsychological functions with high- and low-executive demands, measured by the Cambridge Neuropsychological Testing Automated Battery (CANTAB) at two time points, were compared. RESULTS Both groups showed improvements in all neuropsychological tasks except reaction time in the ADHD group. Despite having a greater improvement in spatial working memory (SWM) than controls, individuals with ADHD still performed worse in various neuropsychological tasks than controls at follow-up. Better baseline intra-dimension/extra-dimension shift and parental occupation predicted fewer ADHD symptoms at follow-up independent of baseline ADHD symptoms. The degree of ADHD symptom reduction was not significantly linearly correlated to the magnitude of neuropsychological function improvement. CONCLUSION Individuals with ADHD and controls had parallel developments in neuropsychological functioning, except a catch-up in SWM in ADHD. Almost all neuropsychological functions herein were still impaired in ADHD at late adolescence/young adulthood. There may be a threshold (i.e. non-linear) relationship between neuropsychological functioning and ADHD symptoms.
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Affiliation(s)
- Yu-Ju Lin
- Department of Psychiatry,National Taiwan University and College of Medicine,Taipei,Taiwan
| | - Susan Shur-Fen Gau
- Department of Psychiatry,National Taiwan University and College of Medicine,Taipei,Taiwan
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Chen H, Chen W, Song Y, Sun L, Li X. EEG characteristics of children with attention-deficit/hyperactivity disorder. Neuroscience 2019; 406:444-456. [PMID: 30926547 DOI: 10.1016/j.neuroscience.2019.03.048] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2018] [Revised: 02/26/2019] [Accepted: 03/20/2019] [Indexed: 11/18/2022]
Abstract
The electroencephalogram (EEG) is an informative neuroimaging tool for studying attention-deficit/hyperactivity disorder (ADHD); one main goal is to characterize the EEG of children with ADHD. In this study, we employed the power spectrum, complexity and bicoherence, biomarker candidates for identifying ADHD children in a machine learning approach, to characterize resting-state EEG (rsEEG). We built support vector machine classifiers using a single type of feature, all features from a method (relative spectral power, spectral power ratio, complexity or bicoherence), or all features from all four methods. We evaluated effectiveness and performance of the classifiers using the permutation test and the area under the receiver operating characteristic curve (AUC). We analyzed the rsEEG from 50 ADHD children and 58 age-matched controls. The results show that though spectral features can be used to build a convincing model, the prediction accuracy of the model was unfortunately unstable. Bicoherence features had significant between-group differences, but classifier performance was sensitive to brain region used. rsEEG complexity of ADHD children was significantly lower than controls and may be a suitable biomarker candidate. Through a machine learning approach, 14 features from various brain regions using different methods were selected; the classifier based on these features had an AUC of 0.9158 and an accuracy of 84.59%. These findings strongly suggest that the combination of rsEEG characteristics obtained by various methods may be a tool for identifying ADHD.
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Affiliation(s)
- He Chen
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
| | - Wenqing Chen
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
| | - Yan Song
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China
| | - Li Sun
- Peking University Sixth Hospital / Institute of Mental Health, Key Laboratory of Ministry of Health (Peking University), Beijing 100191, China
| | - Xiaoli Li
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China.
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Valero S, Bosch R, Corominas M, Barrau V, Ramos-Quiroga JA, Casas M. Remittance or persistence of attention deficit-hyperactivity disorder (ADHD) and its impact on recidivism in risky driving behaviors. TRAFFIC INJURY PREVENTION 2018; 19:701-707. [PMID: 30485128 DOI: 10.1080/15389588.2018.1505043] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Revised: 07/22/2018] [Accepted: 07/22/2018] [Indexed: 06/09/2023]
Abstract
OBJECTIVE Recent data regarding the persistence or remittance of attention deficit-hyperactivity disorder (ADHD) diagnosis into adulthood raise the question of its possible role in crucial public health issues, including road safety, especially when neurocognitive capacities are challenged. METHODS The study included 611 participants with serious traffic violations. The Spanish version of the Mini International Neuropsychiatric Interview (M.I.N.I.) was used to assess psychopathology. They were grouped into 3 diagnostic conditions: non-ADHD, persistent ADHD (ADHD-P), and remittent ADHD (ADHD-R). Several risky driving behaviors were analyzed. RESULTS Although participants with ADHD have more driving violations relative to non-ADHD, ADHD-R, and ADHD-P drivers have similar profiles. ADHD-R and ADHD-P drivers are more prone to perform risky and recidivistic behaviors relative to non-ADHD counterparts (P = .044 and P = .047, respectively); ADHD-R and ADHD-P participants are statistically comparable in this proneness (P = .772). CONCLUSION These results suggest that the underlying core deficits of ADHD-attention and other executive disabilities-persist despite the fact that some people no longer reach the threshold for clinical diagnosis.
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Affiliation(s)
- S Valero
- a Group of Psychiatry, Mental Health and Addiction , Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona , Barcelona , Catalonia , Spain
- b Department of Psychiatry , Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona , Barcelona , Catalonia , Spain
- c Biomedical Network Research Center on Mental Health (CIBERSAM) , Madrid , Spain
- d Instituto para el Desarrollo de Estudios y Terapias Avanzadas en Neurociencias (IDETAN)
| | - R Bosch
- b Department of Psychiatry , Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona , Barcelona , Catalonia , Spain
- d Instituto para el Desarrollo de Estudios y Terapias Avanzadas en Neurociencias (IDETAN)
- e Department of Psychiatry and Legal Medicine , Universitat Autònoma de Barcelona , Barcelona , Catalonia , Spain
| | - M Corominas
- a Group of Psychiatry, Mental Health and Addiction , Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona , Barcelona , Catalonia , Spain
- b Department of Psychiatry , Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona , Barcelona , Catalonia , Spain
- c Biomedical Network Research Center on Mental Health (CIBERSAM) , Madrid , Spain
- d Instituto para el Desarrollo de Estudios y Terapias Avanzadas en Neurociencias (IDETAN)
| | - V Barrau
- b Department of Psychiatry , Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona , Barcelona , Catalonia , Spain
| | - J A Ramos-Quiroga
- b Department of Psychiatry , Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona , Barcelona , Catalonia , Spain
- c Biomedical Network Research Center on Mental Health (CIBERSAM) , Madrid , Spain
- e Department of Psychiatry and Legal Medicine , Universitat Autònoma de Barcelona , Barcelona , Catalonia , Spain
| | - M Casas
- b Department of Psychiatry , Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona , Barcelona , Catalonia , Spain
- c Biomedical Network Research Center on Mental Health (CIBERSAM) , Madrid , Spain
- d Instituto para el Desarrollo de Estudios y Terapias Avanzadas en Neurociencias (IDETAN)
- e Department of Psychiatry and Legal Medicine , Universitat Autònoma de Barcelona , Barcelona , Catalonia , Spain
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Franke B, Michelini G, Asherson P, Banaschewski T, Bilbow A, Buitelaar JK, Cormand B, Faraone SV, Ginsberg Y, Haavik J, Kuntsi J, Larsson H, Lesch KP, Ramos-Quiroga JA, Réthelyi JM, Ribases M, Reif A. Live fast, die young? A review on the developmental trajectories of ADHD across the lifespan. Eur Neuropsychopharmacol 2018; 28:1059-1088. [PMID: 30195575 PMCID: PMC6379245 DOI: 10.1016/j.euroneuro.2018.08.001] [Citation(s) in RCA: 320] [Impact Index Per Article: 53.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2017] [Revised: 06/25/2018] [Accepted: 08/07/2018] [Indexed: 02/07/2023]
Abstract
Attention-deficit/hyperactivity disorder (ADHD) is highly heritable and the most common neurodevelopmental disorder in childhood. In recent decades, it has been appreciated that in a substantial number of cases the disorder does not remit in puberty, but persists into adulthood. Both in childhood and adulthood, ADHD is characterised by substantial comorbidity including substance use, depression, anxiety, and accidents. However, course and symptoms of the disorder and the comorbidities may fluctuate and change over time, and even age of onset in childhood has recently been questioned. Available evidence to date is poor and largely inconsistent with regard to the predictors of persistence versus remittance. Likewise, the development of comorbid disorders cannot be foreseen early on, hampering preventive measures. These facts call for a lifespan perspective on ADHD from childhood to old age. In this selective review, we summarise current knowledge of the long-term course of ADHD, with an emphasis on clinical symptom and cognitive trajectories, treatment effects over the lifespan, and the development of comorbidities. Also, we summarise current knowledge and important unresolved issues on biological factors underlying different ADHD trajectories. We conclude that a severe lack of knowledge on lifespan aspects in ADHD still exists for nearly every aspect reviewed. We encourage large-scale research efforts to overcome those knowledge gaps through appropriately granular longitudinal studies.
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Affiliation(s)
- Barbara Franke
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands; Department of Psychiatry, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
| | - Giorgia Michelini
- King's College London, Institute of Psychiatry, Psychology & Neuroscience, Social, Genetic & Developmental Psychiatry Centre, London, UK
| | - Philip Asherson
- King's College London, Institute of Psychiatry, Psychology & Neuroscience, Social, Genetic & Developmental Psychiatry Centre, London, UK
| | - Tobias Banaschewski
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Andrea Bilbow
- Attention Deficit Disorder Information and Support Service (ADDISS), Edgware, UK; ADHD-Europe, Brussels, Belgium
| | - Jan K Buitelaar
- Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Department of Cognitive Neuroscience, Nijmegen, The Netherlands
| | - Bru Cormand
- Department of Genetics, Microbiology and Statistics, Faculty of Biology, Universitat de Barcelona, Barcelona, Catalonia, Spain; Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, Spain; Institut de Biomedicina de la Universitat de Barcelona (IBUB), Barcelona, Catalonia, Spain; Institut de Recerca Sant Joan de Déu (IR-SJD), Esplugues de Llobregat, Catalonia, Spain
| | - Stephen V Faraone
- Departments of Psychiatry and of Neuroscience and Physiology, State University of New York Upstate Medical University, New York, USA; K.G. Jebsen Centre for Neuropsychiatric Disorders, Department of Biomedicine, University of Bergen, Bergen, Norway
| | - Ylva Ginsberg
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Neuroscience, Centre for Psychiatry Research, Karolinska Institutet, Stockholm, Sweden
| | - Jan Haavik
- K.G. Jebsen Centre for Neuropsychiatric Disorders, Department of Biomedicine, University of Bergen, Bergen, Norway; Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Jonna Kuntsi
- King's College London, Institute of Psychiatry, Psychology & Neuroscience, Social, Genetic & Developmental Psychiatry Centre, London, UK
| | - Henrik Larsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Neuroscience, Centre for Psychiatry Research, Karolinska Institutet, Stockholm, Sweden
| | - Klaus-Peter Lesch
- Division of Molecular Psychiatry, Center of Mental Health, University of Würzburg, Würzburg, Germany; Laboratory of Psychiatric Neurobiology, Institute of Molecular Medicine, I.M. Sechenov First Moscow State Medical University, Moscow, Russia; Department of Translational Neuroscience, School for Mental Health and Neuroscience (MHeNS), Maastricht University, Maastricht, The Netherlands
| | - J Antoni Ramos-Quiroga
- Department of Psychiatry, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain; Psychiatric Genetics Unit, Vall d'Hebron Research Institute (VHIR), Barcelona, Catalonia, Spain; Biomedical Network Research Centre on Mental Health (CIBERSAM), Barcelona, Catalonia, Spain; Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - János M Réthelyi
- Department of Psychiatry and Psychotherapy, Semmelweis University, Budapest, Hungary; MTA-SE NAP-B Molecular Psychiatry Research Group, Hungarian Academy of Sciences, Budapest, Hungary
| | - Marta Ribases
- Department of Psychiatry, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain; Psychiatric Genetics Unit, Vall d'Hebron Research Institute (VHIR), Barcelona, Catalonia, Spain; Biomedical Network Research Centre on Mental Health (CIBERSAM), Barcelona, Catalonia, Spain
| | - Andreas Reif
- Department of Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt, Frankfurt am Main, Germany
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Leventhal AM, Cho J, Andrabi N, Barrington-Trimis J. Association of Reported Concern About Increasing Societal Discrimination With Adverse Behavioral Health Outcomes in Late Adolescence. JAMA Pediatr 2018; 172:924-933. [PMID: 30128537 PMCID: PMC6233761 DOI: 10.1001/jamapediatrics.2018.2022] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
IMPORTANCE Public expressions of discrimination may generate stress and behavioral health problems, particularly in racial/ethnic minority or socioeconomically disadvantaged youths. OBJECTIVES To determine whether concern about increasing discrimination in society reported among adolescents during 2016 and the magnitude of increase in concern from 2016 to 2017 were associated with behavioral health outcomes by 2017 and to examine racial/ethnic or socioeconomic differences in associations. DESIGN, SETTING, AND PARTICIPANTS This prospective cohort survey collected data at baseline from January 2 through September 28, 2016 (11th grade), and at follow-up from January 1 through August 10, 2017 (12th grade), at 10 high schools in Los Angeles, California, recruited through convenience sampling. A total of 2572 students completed both surveys. EXPOSURES Reported concern, worry, or stress regarding "increasing hostility and discrimination of people because of their race, ethnicity, sexual orientation/identity, immigrant status, religion, or disability status in society" were scored as "not at all" (0) to "extremely" (4). Mean ratings were calculated in a 3-item composite (range, 0-4). MAIN OUTCOMES AND MEASURES Self-reported days of cigarette, alcohol, or marijuana use in the past month (range, 0-30 days), number of substances used in the past 6 months (range, 0-27), mild to moderate depression (yes or no), and attention-deficit/hyperactivity disorder (ADHD) (yes or no) at follow-up. RESULTS The sample of 2572 students (54.4% female; mean [SD] baseline age, 17.1 [0.4] years; 1969 [87.7%] had at least 1 parent with high school diploma) included 2530 with race/ethnicity data (1198 [47.4%] Hispanic; 482 [19.0%] Asian; 104 [4.1%] African American; 155 [6.1%] multiracial; 419 [16.6%] white; 172 [6.8%] other). Appreciable numbers of students reported feeling very or extremely concerned (baseline, 1047 [41.5%]; follow-up, 1028 [44.6%]), worried (baseline, 743 [29.7%]; follow-up, 795 [34.7%]), or stressed (baseline, 345 [13.9%]; follow-up, 353 [15.5%]) about increasing societal discrimination. Each 1-SD increase on the societal discrimination concern composite in 2016 was associated with more days of past-month cigarette (incidence rate ratio [IRR], 1.77; 95% CI, 1.42-2.20; P < .001), marijuana (IRR, 1.13; 95% CI, 1.01-1.26; P = .03), and alcohol (IRR, 1.11; 95% CI, 1.02-1.21; P = .01) use, more substances used (IRR, 1.07; 95% CI, 1.01-1.17; P = .04), and greater odds of depression (odds ratio [OR], 1.11; 95% CI, 1.01-1.23; P = .04) and ADHD (OR, 1.12; 95% CI, 1.01-1.26; P = .04) symptoms in 2017. The magnitude of increase in societal discrimination concern from 2016 to 2017 was also associated with several behavioral health problems in 2017; some associations were amplified among teenagers who were African American (IRR for cigarette smoking, 2.97; 95% CI, 1.45-6.09) or Hispanic (IRR for cigarette smoking, 1.30; 95% CI, 1.09-1.54) or had parents with less educational attainment (IRR for alcohol use, 1.41 [95% CI, 1.14-1.74]; OR for ADHD, 1.81 [95% CI, 1.13-2.89]). CONCLUSIONS AND RELEVANCE Concern over societal discrimination was common among youths in Los Angeles in 2016 and was associated with behavioral health problems 1 year later. Adolescents' behavioral responses to recent societal expressions of discrimination may warrant public health attention.
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Affiliation(s)
- Adam M. Leventhal
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California (USC), Los Angeles,Department of Psychology, USC, Los Angeles,USC Norris Comprehensive Cancer Center, Los Angeles
| | - Junhan Cho
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California (USC), Los Angeles
| | - Nafeesa Andrabi
- Department of Sociology, University of North Carolina at Chapel Hill, Chapel Hill
| | - Jessica Barrington-Trimis
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California (USC), Los Angeles,USC Norris Comprehensive Cancer Center, Los Angeles
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Sudre G, Mangalmurti A, Shaw P. Growing out of attention deficit hyperactivity disorder: Insights from the 'remitted' brain. Neurosci Biobehav Rev 2018; 94:198-209. [PMID: 30194962 DOI: 10.1016/j.neubiorev.2018.08.010] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Revised: 08/14/2018] [Accepted: 08/16/2018] [Indexed: 12/14/2022]
Abstract
We consider developmental and cognitive models to explain why some children 'grow out' of attention deficit hyperactivity disorder (ADHD) by adulthood. The first model views remission as a convergence towards more typical brain function and structure. In support, some studies find that adult remitters are indistinguishable from those who were never affected in the neural substrates of 'top-down' mechanisms of cognitive control, some 'bottom-up' processes of vigilance/response preparation, prefrontal cortical morphology and intrinsic functional connectivity. A second model postulates that remission is driven by the recruitment of new brain systems that compensate for ADHD symptoms. It draws support from demonstrations of atypical, but possibly beneficial, patterns of connectivity within the cognitive control network in adult remitters. The final model holds that some childhood ADHD anomalies show lifelong persistence, regardless of adult outcome, supported by shared reports of anomalies in remitters and persisters in posterior cerebral and striato-thalamic regions. The models are compatible: different processes driving remission might occur in different brain regions. These models provide a framework for future studies which might inform novel treatments to 'accelerate' remission.
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Affiliation(s)
- Gustavo Sudre
- Neurobehavioral Clinical Research Section, Social and Behavioral Research Branch, National Human Genome Research Institute, and The National Institute of Mental Health, NIH, United States
| | - Aman Mangalmurti
- Neurobehavioral Clinical Research Section, Social and Behavioral Research Branch, National Human Genome Research Institute, and The National Institute of Mental Health, NIH, United States
| | - Philip Shaw
- Neurobehavioral Clinical Research Section, Social and Behavioral Research Branch, National Human Genome Research Institute, and The National Institute of Mental Health, NIH, United States.
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Effectiveness of Neurofeedback on Executive Functions and Tendency Toward High-Risk Behaviors in Adolescents with Attention Deficit Hyperactivity Disorder. INTERNATIONAL JOURNAL OF HIGH RISK BEHAVIORS AND ADDICTION 2018. [DOI: 10.5812/ijhrba.82012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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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: 1.7] [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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Van Rest MM, Matthys W, Van Nieuwenhuijzen M, De Moor MHM, Vriens A, Schuengel C. Social information processing skills link executive functions to aggression in adolescents with mild to borderline intellectual disability. Child Neuropsychol 2018; 25:573-598. [PMID: 30010484 DOI: 10.1080/09297049.2018.1495186] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
Executive Functions (EFs) have been associated with aggression in children and adolescents. EFs as higher-order cognitive abilities are assumed to affect cognitive functions such as Social Information Processing (SIP). We explored SIP skills as a mediating mechanism linking EFs to aggression in adolescents with mild to borderline intellectual disability (MBID with IQ from 50-84), a high risk group for aggressive behaviors and EF impairments. A total of 153 adolescents (Mage = 15.24, SD = 1.35; 54% male) with MBID participated. Focused attention, behavioral inhibition, and working memory were tested with multiple neurocognitive tasks to define latent EF constructs. Participants responded to a video-based SIP task. A latent construct for aggression was defined by caretaker, teacher, and adolescent self-reports of aggression (Child Behavior Check List, Teacher Report Form, and Youth Self Report). Structural equation modeling was performed to test mediation. Results were consistent with mediation of the relation between focused attention and aggression by SIP, namely via hostile interpretations and self-efficacy for aggression. Behavioral inhibition was linked to aggression, but this relation was not mediated by SIP. The relation between working memory and aggression was mediated by SIP, namely via hostile interpretations, aggressive response generation and via self-efficacy for aggressive responses. Bearing the cross-sectional design in mind, support was found for SIP skills as a mechanism linking EFs, in particular focused attention and working memory, to aggression, providing a viable explanation for the high vulnerability of adolescents with MBID for aggression.
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Affiliation(s)
- Maaike M Van Rest
- a Department of Clinical Child and Family Studies, and Amsterdam Public Health , Vrije Universiteit Amsterdam , Amsterdam , The Netherlands
| | - Walter Matthys
- b Department of Child and Adolescent Studies, Utrecht University, and Department of Psychiatry , University Medical Center Utrecht , Utrecht , The Netherlands
| | | | - Marleen H M De Moor
- a Department of Clinical Child and Family Studies, and Amsterdam Public Health , Vrije Universiteit Amsterdam , Amsterdam , The Netherlands
| | - Aart Vriens
- d Department for Psychology and Adult Care , RIBW , Purmerend , The Netherlands
| | - Carlo Schuengel
- a Department of Clinical Child and Family Studies, and Amsterdam Public Health , Vrije Universiteit Amsterdam , Amsterdam , The Netherlands
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van Dijk R, Deković M, Bunte TL, Schoemaker K, Zondervan-Zwijnenburg M, Espy KA, Matthys W. Mother-Child Interactions and Externalizing Behavior Problems in Preschoolers over Time: Inhibitory Control as a Mediator. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2018; 45:1503-1517. [PMID: 28138808 PMCID: PMC5655588 DOI: 10.1007/s10802-016-0258-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Previous research has shown links between parenting and externalizing behavior problems in young children over time. Associations between inhibitory control, one of the executive functions, and externalizing behavior problems are widely established as well. Yet, the role of inhibitory control in the maintenance and change of externalizing behavior problems over time remains unclear. We examined whether inhibitory control could explain the link between mother-child interactions measured on a moment-to-moment timescale and preschoolers’ externalizing behavior problems as reported by teachers. With a sample of 173 predominantly clinically referred preschoolers (76.9% boys) we tested a longitudinal model proposing that affective dyadic flexibility and maternal negative affect predict as well as interact in predicting hyperactive/impulsive behavior and aggressive behavior, with preschoolers’ inhibitory control as a mediator. Our results provide support for this model for preschoolers’ hyperactive/impulsive behavior, but not for aggressive behavior. Hence, inhibitory control is identified as a mechanism linking the content and structure of mother-child interactions to preschoolers’ hyperactivity and impulsivity over time.
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Affiliation(s)
- Rianne van Dijk
- Department of Child and Adolescent Studies, Utrecht University, P.O. Box 80140, Heidelberglaan 1, 3584 CS Utrecht, The Netherlands
| | - Maja Deković
- Department of Child and Adolescent Studies, Utrecht University, P.O. Box 80140, Heidelberglaan 1, 3584 CS Utrecht, The Netherlands
| | - Tessa L. Bunte
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, P.O. Box 85500, Heidelberglaan 100, 3508 GA Utrecht, The Netherlands
| | - Kim Schoemaker
- Department of Clinical Child & Family Studies, Vrije Universiteit Amsterdam, Van der Boechorststraat 1, 1081 BT Amsterdam, The Netherlands
| | | | - Kimberly A. Espy
- Department of Psychology, University of Arizona, Tucson, AZ USA
- Department of Psychology, University of Nebraska-Lincoln, Lincoln, NE USA
| | - Walter Matthys
- Department of Child and Adolescent Studies, Utrecht University, P.O. Box 80140, Heidelberglaan 1, 3584 CS Utrecht, The Netherlands
- Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, P.O. Box 85500, Heidelberglaan 100, 3508 GA Utrecht, The Netherlands
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Carey CE, Bogdan R. Executive Function and Genomic Risk for Attention-Deficit/Hyperactivity Disorder: Testing Intermediate Phenotypes in the Context of Polygenic Risk. J Am Acad Child Adolesc Psychiatry 2018; 57:146-148. [PMID: 29496121 DOI: 10.1016/j.jaac.2018.01.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Accepted: 01/09/2018] [Indexed: 10/17/2022]
Affiliation(s)
- Caitlin E Carey
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA
| | - Ryan Bogdan
- BRAIN Lab, Washington University in St. Louis, and Division of Biology and Biomedical Sciences, Neurosciences, Human and Statistical Genetics, Molecular Genetics and Genomics, Washington University in St. Louis.
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Li Y, Yin A, Sun X, Zhang M, Zhang J, Wang P, Xie R, Li W, Fan Z, Zhu Y, Wang H, Dong H, Wu S, Xiong L. Deficiency of tumor suppressor NDRG2 leads to attention deficit and hyperactive behavior. J Clin Invest 2017; 127:4270-4284. [PMID: 29058689 DOI: 10.1172/jci94455] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Accepted: 09/12/2017] [Indexed: 12/14/2022] Open
Abstract
Attention-deficit/hyperactivity disorder (ADHD) is a prevalent psychiatric disorder in children. Although an imbalance of excitatory and inhibitory inputs has been proposed as contributing to this disorder, the mechanisms underlying this highly heterogeneous disease remain largely unknown. Here, we show that N-myc downstream-regulated gene 2 (NDRG2) deficiency is involved in the development of ADHD in both mice and humans. Ndrg2-knockout (Ndrg2-/-) mice exhibited ADHD-like symptoms characterized by attention deficits, hyperactivity, impulsivity, and impaired memory. Furthermore, interstitial glutamate levels and excitatory transmission were markedly increased in the brains of Ndrg2-/- mice due to reduced astroglial glutamate clearance. We developed an NDRG2 peptide that rescued astroglial glutamate clearance and reduced excitatory glutamate transmission in NDRG2-deficient astrocytes. Additionally, NDRG2 peptide treatment rescued ADHD-like hyperactivity in the Ndrg2-/- mice, while routine methylphenidate treatment had no effect on hyperactivity in these animals. Finally, children who were heterozygous for rs1998848, a SNP in NDRG2, had a higher risk of ADHD than children who were homozygous for rs1998848. Our results indicate that NDRG2 deficiency leads to ADHD phenotypes and that impaired astroglial glutamate clearance, a mechanism distinct from the well-established dopamine deficit hypothesis for ADHD, underlies the resultant behavioral abnormalities.
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Affiliation(s)
- Yan Li
- 1, Department of Anesthesiology and Perioperative Medicine.,2, Institute of Neuroscience.,3, Department of Biochemistry and Molecular Biology, and
| | - Anqi Yin
- 1, Department of Anesthesiology and Perioperative Medicine
| | - Xin Sun
- 4, Department of Pediatrics, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Ming Zhang
- 1, Department of Anesthesiology and Perioperative Medicine.,5, General Hospital of Chengdu Military Command, Chengdu, Sichuan, China
| | - Jianfang Zhang
- 6, Department of Gynecology and Obstetrics, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Ping Wang
- 4, Department of Pediatrics, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Rougang Xie
- 1, Department of Anesthesiology and Perioperative Medicine.,2, Institute of Neuroscience
| | - Wen Li
- 1, Department of Anesthesiology and Perioperative Medicine
| | - Ze Fan
- 1, Department of Anesthesiology and Perioperative Medicine
| | | | - Han Wang
- 7, School of Biology and Basic Medical Sciences, Medical College, Soochow University, Suzhou, Jiangsu, China
| | - Hailong Dong
- 1, Department of Anesthesiology and Perioperative Medicine
| | | | - Lize Xiong
- 1, Department of Anesthesiology and Perioperative Medicine
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49
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Pauli-Pott U, Schloß S, Heinzel-Gutenbrunner M, Becker K. Multiple causal pathways in attention-deficit/hyperactivity disorder – Do emerging executive and motivational deviations precede symptom development? Child Neuropsychol 2017; 25:179-197. [DOI: 10.1080/09297049.2017.1380177] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Ursula Pauli-Pott
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps-University of Marburg, Marburg, Germany
| | - Susan Schloß
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps-University of Marburg, Marburg, Germany
| | - Monika Heinzel-Gutenbrunner
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps-University of Marburg, Marburg, Germany
| | - Katja Becker
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps-University of Marburg, Marburg, Germany
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50
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McAuley T, Crosbie J, Charach A, Schachar R. Clinical, Sociobiological, and Cognitive Predictors of ADHD Persistence in Children Followed Prospectively Over Time. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2017; 45:765-776. [PMID: 27473334 DOI: 10.1007/s10802-016-0189-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
With increasing awareness that ADHD is chronically disabling, a burgeoning literature has examined childhood clinical indicators of ADHD persistence. This study investigates whether childhood factors reflecting biological risk and cognitive reserve have additive predictive value for the persistence of ADHD that is unique beyond childhood indicators of disorder severity. One-hundred thirty children with ADHD (mean age = 8.9 years, 75 % male) were followed into adolescence (mean age = 14.0 years). Childhood ADHD and co-morbidities were assessed via interviews with parents and teachers; parental psychopathology was assessed via parent interview; exposure to neurobiological and psychosocial adversity were indexed by parent questionnaire; and cognitive reserve was evaluated through children's performance on measures of IQ and executive functioning. Univariate analyses identified childhood inattention and hyperactivity-impulsivity, co-morbid oppositional defiant disorder, overall impairment, and paternal anxiety and depression as more prevalent amongst adolescents with persistent compared with remitted ADHD. Only child-level predictors remained significant in a final multivariate model. These results suggest that children who are most likely to experience persistent ADHD have a more severe clinical presentation in childhood, reflected by increased levels of inattention, oppositional behavior, and impairment. They also are more likely to have fathers with internalizing concerns, but these concerns do not uniquely predict ADHD persistence beyond child-level factors. Contrary to expectations, childhood adversity and cognitive functioning did not predict the course of ADHD.
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Affiliation(s)
- Tara McAuley
- Department of Psychology, Centre for Mental Health Research, University of Waterloo, 200 University Ave West, Waterloo, ON, Canada.
| | - Jennifer Crosbie
- Department of Psychiatry Research, Hospital for Sick Children, 555 University Ave, Toronto, ON, Canada
| | - Alice Charach
- Department of Psychiatry Research, Hospital for Sick Children, 555 University Ave, Toronto, ON, Canada
| | - Russell Schachar
- Department of Psychiatry Research, Hospital for Sick Children, 555 University Ave, Toronto, ON, Canada
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