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Bella-Fernández M, Martin-Moratinos M, Li C, Wang P, Blasco-Fontecilla H. Differences in Ex-Gaussian Parameters from Response Time Distributions Between Individuals with and Without Attention Deficit/Hyperactivity Disorder: A Meta-analysis. Neuropsychol Rev 2024; 34:320-337. [PMID: 36877328 PMCID: PMC10920450 DOI: 10.1007/s11065-023-09587-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 02/07/2023] [Indexed: 03/07/2023]
Abstract
Attention Deficit Hyperactivity Disorder (ADHD) is one of the most prevalent neurodevelopmental disorders in childhood and adolescence. Differences in reaction times (RT) in cognitive tasks have been consistently observed between ADHD and typical participants. Instead of estimating means and standard deviations, fitting non-symmetrical distributions like the ex-Gaussian, characterized by three parameters (µ, σ, and τ), account for the whole RT distributions. A meta-analysis is performed with all the available literature using ex-Gaussian distributions for comparisons between individuals with ADHD and controls. Results show that τ and σ are generally greater for ADHD samples, while µ tends to be larger for typical groups but only for younger ages. Differences in τ are also moderated by ADHD subtypes. τ and σ show, respectively, quadratic and linear relationships with inter-stimulus intervals from Continuous Performance Test and Go/No Go tasks. Furthermore, tasks and cognitive domains influence the three parameters. Interpretations of ex-Gaussian parameters and clinical implications of these findings are also discussed. Fitting ex-Gaussian distributions to RT data is a useful way to explore differences between individuals with ADHD and healthy controls.
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Affiliation(s)
- Marcos Bella-Fernández
- Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
- Universidad Autónoma de Madrid, Madrid, Spain
- Universidad Pontificia de Comillas, Madrid, Spain
| | - Marina Martin-Moratinos
- Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
- Universidad Autónoma de Madrid, Madrid, Spain
| | - Chao Li
- Universidad Autónoma de Madrid, Madrid, Spain
| | - Ping Wang
- Universidad Autónoma de Madrid, Madrid, Spain
| | - Hilario Blasco-Fontecilla
- Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain.
- Universidad Autónoma de Madrid, Madrid, Spain.
- CIBERSAM Madrid, Madrid, Spain.
- ITA Mental Health, Madrid, Spain.
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2
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DeGutis J, Aul C, Barthelemy OJ, Davis BL, Alshuaib S, Marin A, Kinger SB, Ellis TD, Cronin-Golomb A. Side of motor symptom onset predicts sustained attention deficits and motor improvements after attention training in Parkinson's disease. Neuropsychologia 2023; 190:108698. [PMID: 37806442 DOI: 10.1016/j.neuropsychologia.2023.108698] [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: 03/08/2023] [Revised: 08/28/2023] [Accepted: 10/05/2023] [Indexed: 10/10/2023]
Abstract
OBJECTIVE Parkinson's disease (PD) side of motor symptom onset has been associated with distinct cognitive deficits; individuals with left-side onset (LPD) show more visuospatial impairments, whereas those with right-side onset (RPD) show more verbal impairments. Non-spatial attention is a critical cognitive ability associated with motor functioning that is right hemisphere lateralized but has not been characterized with regard to PD side of onset. We compared individuals with LPD and RPD on non-spatial attention tasks and examined differential responses to a 4-week sustained attention training program. METHOD Participants included 9 with LPD and 12 with RPD, who performed both brief and extended go/no-go continuous performance tasks and an attentional blink task. Participants also engaged in an at-home sustained attention training program, Tonic and Phasic Alertness Training (TAPAT), 5 days/week for 4 weeks. We assessed cognitive and motor symptoms before and after training, and after a 4-week no-contact period. RESULTS At baseline, participants with LPD exhibited worse performance than those with RPD on the extended continuous performance task, indicating specific deficits in sustaining attention. Poorer attention was associated with worse clinical motor scores. Notably, side of onset had a significant effect on clinical motor changes after sustained attention training, with only LPD participants improving after training, and 4/9 showing clinically meaningful improvements. CONCLUSIONS Compared to RPD, participants with LPD had poorer sustained attention pre-training and were more likely to improve on clinical motor functioning after sustained attention training. These findings support mechanistic differences between LPD and RPD and suggest potential differential treatment approaches.
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Affiliation(s)
- Joseph DeGutis
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA; Boston Attention and Learning Laboratory (BALLAB), VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Courtney Aul
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA; Boston Attention and Learning Laboratory (BALLAB), VA Boston Healthcare System, Boston, MA, USA
| | - Olivier J Barthelemy
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | - Breanna L Davis
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | - Shaikhah Alshuaib
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | - Anna Marin
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | - Shraddha B Kinger
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | - Terry D Ellis
- Department of Physical Therapy, Boston University College of Health and Rehabilitation Sciences: Sargent College, Boston, MA, USA
| | - Alice Cronin-Golomb
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA.
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3
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Konowałek Ł, Wolańczyk T. Attachment and Executive Functions in ADHD Symptomatology-Independent Inputs or an Interaction? Brain Sci 2020; 10:E765. [PMID: 33105710 PMCID: PMC7690371 DOI: 10.3390/brainsci10110765] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 10/12/2020] [Accepted: 10/20/2020] [Indexed: 11/20/2022] Open
Abstract
Despite a multitude of research on executive functions and attachment in Attention Deficit Hyperactivity Disorder (ADHD), a synthetic approach to the matter seems to have been lacking. In this review, we attempt to check the available data against two hypotheses: (1) executive functions and attachment influence ADHD symptoms independently; (2) executive functions and attachment interact to produce ADHD symptoms. We found no evidence falsifying the former hypothesis and some evidence to refute the latter. Limitations of current study approaches and suggestions for further research are discussed. Specifically, we propose an attachment representation, rather than attachment style, approach to measuring the mediation thereof between executive dysfunctions and ADHD.
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Affiliation(s)
- Łukasz Konowałek
- Department of Child and Adolescent Psychiatry, Medical University of Warsaw, Żwirki i Wigury 61, 02-091 Warszawa, Poland;
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VanVleet T, Voss M, Dabit S, Mitko A, DeGutis J. Randomized control trial of computer-based training targeting alertness in older adults: the ALERT trial protocol. BMC Psychol 2018; 6:22. [PMID: 29724228 PMCID: PMC5934832 DOI: 10.1186/s40359-018-0233-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Accepted: 04/16/2018] [Indexed: 11/10/2022] Open
Abstract
Background Healthy aging is associated with a decline in multiple functional domains including perception, attention, short and long-term memory, reasoning, decision-making, as well as cognitive and motor control functions; all of which are significantly modulated by an individual’s level of alertness. The control of alertness also significantly declines with age and contributes to increased lapses of attention in everyday life, ranging from minor memory slips to a lack of vigilance and increased risk of falls or motor-vehicle accidents. Several experimental behavioral therapies designed to remediate age-related cognitive decline have been developed, but differ widely in content, method and dose. Preliminary studies demonstrate that Tonic and Phasic Alertness Training (TAPAT) can improve executive functions in older adults and may be a useful adjunct treatment to enhance benefits gained in other clinically validated treatments. The purpose of the current trial (referred to as the Attention training for Learning Enhancement and Resilience Trial or ALERT) is to compare TAPAT to an active control training condition, include a larger sample of patients, and assess both cognitive and functional outcomes. Methods/design We will employ a multi-site, longitudinal, blinded randomized controlled trial (RCT) design with a target sample of 120 patients with age-related cognitive decline. Patients will be asked to complete 36 training sessions remotely (30 min/day, 5 days a week, over 3 months) of either the experimental TAPAT training program or an active control computer games condition. Patients will be assessed on a battery of cognitive and functional outcomes at four time points, including: a) immediately before training, b) halfway through training, c) within forty-eight hours post completion of total training, and d) after a three-month no-contact period post completion of total training, to assess the longevity of potential training effects. Discussion The strengths of this protocol are that it tests an innovative, in-home administered treatment that targets a fundamental deficit in adults with age-related cognitive decline; employs highly sensitive computer-based assessments of cognition as well as functional abilities, and incorporates a large sample size in an RCT design. Trial registration ClinicalTrials.gov identifier: NCT02416401.
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Affiliation(s)
- Thomas VanVleet
- Posit Science Corporation, San Francisco, CA, USA. .,Department of Veteran Affairs, VA Medical Center, Martinez, CA, USA.
| | - Michelle Voss
- Health, Brain and Cognition Lab, University of Iowa, Iowa City, IA, USA.,Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA, USA
| | - Sawsan Dabit
- Posit Science Corporation, San Francisco, CA, USA
| | - Alex Mitko
- Boston Attention and Learning Laboratory, VA Boston Healthcare System, Boston, MA, USA
| | - Joseph DeGutis
- Boston Attention and Learning Laboratory, VA Boston Healthcare System, Boston, MA, USA.,Harvard Medical School, Department of Psychiatry, Boston, MA, USA
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5
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Motes MA, Rao NK, Shokri-Kojori E, Chiang HS, Kraut MA, Hart J. Trial-Level Regressor Modulation for Functional Magnetic Resonance Imaging Designs Requiring Strict Periodicity of Stimulus Presentations: Illustrated Using a Go/No-Go Task. MAGNETIC RESONANCE INSIGHTS 2017; 10:1178623X17746693. [PMID: 29276390 PMCID: PMC5734432 DOI: 10.1177/1178623x17746693] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Accepted: 11/13/2017] [Indexed: 11/25/2022]
Abstract
Computer-based assessment of many cognitive processes (eg, anticipatory and response readiness processes) requires the use of invariant stimulus display times (SDT) and intertrial intervals (ITI). Although designs with invariant SDTs and ITIs have been used in functional magnetic resonance imaging (fMRI) research, such designs are problematic for fMRI studies because of collinearity issues. This study examined regressor modulation with trial-level reaction times (RT) as a method for improving signal detection in a go/no-go task with invariant SDTs and ITIs. The effects of modulating the go regressor were evaluated with respect to the detection of BOLD signal-change for the no-go condition. BOLD signal-change to no-go stimuli was examined when the go regressor was based on a (a) canonical hemodynamic response function (HRF), (b) RT-based amplitude-modulated (AM) HRF, and (c) RT-based amplitude and duration modulated (A&DM) HRF. Reaction time–based modulation reduced the collinearity between the go and no-go regressors, with A&DM producing the greatest reductions in correlations between the regressors, and greater reductions in the correlations between regressors were associated with longer mean RTs and greater RT variability. Reaction time–based modulation increased statistical power for detecting group-level no-go BOLD signal-change across a broad set of brain regions. The findings show the efficacy of using regressor modulation to increase power in detecting BOLD signal-change in fMRI studies in which circumstances dictate the use of temporally invariant stimulus presentations.
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Affiliation(s)
- Michael A Motes
- School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, TX, USA
| | - Neena K Rao
- School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, TX, USA
| | - Ehsan Shokri-Kojori
- School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, TX, USA
| | - Hsueh-Sheng Chiang
- School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, TX, USA
| | - Michael A Kraut
- Department of Radiology, Johns Hopkins University, Baltimore, MD, USA
| | - John Hart
- School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, TX, USA.,Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX, USA
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6
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Abstract
The behavior patterns of hyperactivity, impulsivity and inattention that would ultimately become recognized as Attention-Deficit Hyperactivity Disorder (ADHD) have been described for centuries. Nevertheless, in the past 35 years, advances in diagnostic methods, identification of biomarkers, and treatments have advanced at an exponential rate. ADHD is now recognized as the most common behavioral disorder of childhood, with risks extending well into adulthood for both males and females, leading to its identification as a significant public health issue. This historical neuropsychological review of ADHD emphasizes scientific highlights in the past 35 years related to ADHD, including the evolution of the diagnosis (from Hyperkinetic Reaction of Childhood to ADHD), influential theories (executive functions, cognitive-energetic, delay aversion), landmark treatment studies (Multimodal Treatment of ADHD [MTA] and Preschool ADHD Treatment Study [PATS]), and advances in brain mapping techniques (anatomic, functional, and resting state magnetic resonance imaging, diffusion tensor imaging). The review concludes by highlighting the challenges of studying and treating a heterogeneous neurodevelopmental disorder like ADHD, with emphasis on associated disorders and conditions (learning disabilities, sluggish cognitive tempo), special populations (girls, preschoolers, adults), and recommendations for scientific inquiry in the next 35 years. Neuropsychologists are well positioned to address the clinical and research challenges of the next generation of studies, especially involving advances in understanding the sexual dimor.phism, full developmental course, and dynamic risks associated with ADHD. (JINS, 2017, 23, 916-929).
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Affiliation(s)
- E. Mark Mahone
- Kennedy Krieger Institute, Baltimore, Maryland
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Martha B. Denckla
- Kennedy Krieger Institute, Baltimore, Maryland
- Johns Hopkins University School of Medicine, Baltimore, Maryland
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7
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Van Vleet TM, DeGutis JM, Merzenich MM, Simpson GV, Zomet A, Dabit S. Targeting alertness to improve cognition in older adults: A preliminary report of benefits in executive function and skill acquisition. Cortex 2016; 82:100-118. [PMID: 27372902 DOI: 10.1016/j.cortex.2016.05.015] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Revised: 01/23/2016] [Accepted: 05/20/2016] [Indexed: 10/21/2022]
Abstract
Efficient self-regulation of alertness declines with age exacerbating normal declines in performance across multiple cognitive domains, including learning and skill acquisition. Previous cognitive intervention studies have shown that it is possible to enhance alertness in patients with acquired brain injury and marked attention impairments, and that this benefit generalizes to improvements in more global cognitive functions. In the current preliminary studies, we sought to test whether this approach, that targets both tonic (over a period of minutes) and phasic (moment-to-moment) alertness, can improve key executive functioning declines in older adults, and enhance the rate of skill acquisition. The results of both Experiments 1 and 2 demonstrate that, compared to active control (AC) training, alertness training significantly enhanced performance in several validated executive function measures. In Experiment 2, alertness training significantly improved skill acquisition compared to AC training in a well-characterized speed of processing (SOP) task, with the largest benefits shown in the most challenging SOP blocks. The results of the current study suggest that targeting intrinsic alertness through cognitive training provides a novel approach to improve executive functions in older adults and may be a useful adjunct treatment to enhance benefits gained in other clinically validated treatments.
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Affiliation(s)
- Thomas M Van Vleet
- Department of Veteran Affairs, VA Medical Center, Martinez, CA, United States; Posit Science, San Francisco, CA, United States.
| | - Joseph M DeGutis
- Department of Veteran Affairs, VA Medical Center, Boston, MA, United States; Harvard Medical School, Boston, MA, United States
| | - Michael M Merzenich
- Posit Science, San Francisco, CA, United States; Department of Physiology, University of California, San Francisco, CA, United States
| | | | - Ativ Zomet
- Posit Science, San Francisco, CA, United States; Vision Sciences Department, University of California, Berkeley, CA, United States
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8
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Ryan M, Jacobson LA, Hague C, Bellows A, Denckla MB, Mahone EM. Rapid automatized naming (RAN) in children with ADHD: An ex-Gaussian analysis. Child Neuropsychol 2016; 23:571-587. [PMID: 27108619 DOI: 10.1080/09297049.2016.1172560] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Children with ADHD demonstrate increased frequent "lapses" in performance on tasks in which the stimulus presentation rate is externally controlled, leading to increased variability in response times. It is less clear whether these lapses are also evident during performance on self-paced tasks, e.g., rapid automatized naming (RAN), or whether RAN inter-item pause time variability uniquely predicts reading performance. A total of 80 children aged 9 to 14 years-45 children with attention-deficit/hyperactivity disorder (ADHD) and 35 typically developing (TD) children-completed RAN and reading fluency measures. RAN responses were digitally recorded for analyses. Inter-stimulus pause time distributions (excluding between-row pauses) were analyzed using traditional (mean, standard deviation [SD], coefficient of variation [CV]) and ex-Gaussian (mu, sigma, tau) methods. Children with ADHD were found to be significantly slower than TD children (p < .05) on RAN letter naming mean response time as well as on oral and silent reading fluency. RAN response time distributions were also significantly more variable (SD, tau) in children with ADHD. Hierarchical regression revealed that the exponential component (tau) of the letter-naming response time distribution uniquely predicted reading fluency in children with ADHD (p < .001, ΔR2 = .16), even after controlling for IQ, basic reading, ADHD symptom severity and age. The findings suggest that children with ADHD (without word-level reading difficulties) manifest slowed performance on tasks of reading fluency; however, this "slowing" may be due in part to lapses from ongoing performance that can be assessed directly using ex-Gaussian methods that capture excessively long response times.
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Affiliation(s)
- Matthew Ryan
- a Department of Neuropsychology , Kennedy Krieger Institute , Baltimore , MD , USA
| | - Lisa A Jacobson
- a Department of Neuropsychology , Kennedy Krieger Institute , Baltimore , MD , USA.,b Department of Psychiatry , Johns Hopkins University School of Medicine , Baltimore , MD , USA
| | - Cole Hague
- a Department of Neuropsychology , Kennedy Krieger Institute , Baltimore , MD , USA.,c Department of Psychology , Loyola University Maryland , Baltimore , MD , USA
| | - Alison Bellows
- a Department of Neuropsychology , Kennedy Krieger Institute , Baltimore , MD , USA
| | - Martha B Denckla
- d Department of Developmental Cognitive Neurology , Kennedy Krieger Institute , Baltimore , MD , USA.,e Department of Neurology , Johns Hopkins University School of Medicine , Baltimore , MD , USA
| | - E Mark Mahone
- a Department of Neuropsychology , Kennedy Krieger Institute , Baltimore , MD , USA.,b Department of Psychiatry , Johns Hopkins University School of Medicine , Baltimore , MD , USA
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9
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Kakuszi B, Tombor L, Papp S, Bitter I, Czobor P. Altered response-preparation in patients with adult ADHD: A high-density ERP study. Psychiatry Res Neuroimaging 2016; 249:57-66. [PMID: 27000308 DOI: 10.1016/j.pscychresns.2016.02.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2015] [Revised: 02/17/2016] [Accepted: 02/20/2016] [Indexed: 11/24/2022]
Abstract
Aberrations in early-developing bottom-up processes, such as stimulus-driven response preparation, are thought to play a critical role in the onset of ADHD, and in its persistence over time. Electrophysiology offers a unique tool to gain insight into response preparation, since response preparation has been associated with distinctive ERP changes, including negative potential-shifts which occur predominantly over frontal brain areas. We examined response-preceding negative potential shifts (RPNS) as a probe of response-preparation in adult ADHD patients by obtaining high-density event-related potentials from 33 ADHD and 29 matched healthy subjects during a Go/Nogo task using a 128-channel BioSemi recording-system. Compared to controls, ADHD patients showed enhancement of the RPNS in fronto-central brain regions in the Go condition during correct responses. This change was associated with poor performance in the Stroop incongruency-task: the greater the enhancement, the higher the proportion of errors. Moreover, the ERP-enhancement showed association with the severity of ADHD-symptoms; and with heightened response-variability. Thus, ADHD patients demonstrate neurophysiological alterations in response-preparation and response-preceding brain activity, suggestive of excessive activation of prefrontal neural circuits. Given the correlation with neuropsychological and psychopathological measures, these changes may constitute a pathway for core symptoms of ADHD, including premature and impaired response-preparation and motor-hyperactivity.
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Affiliation(s)
- Brigitta Kakuszi
- Semmelweis University, Department of Psychiatry and Psychotherapy, Budapest, Hungary
| | - László Tombor
- Semmelweis University, Department of Psychiatry and Psychotherapy, Budapest, Hungary
| | - Szilvia Papp
- Semmelweis University, Department of Psychiatry and Psychotherapy, Budapest, Hungary
| | - István Bitter
- Semmelweis University, Department of Psychiatry and Psychotherapy, Budapest, Hungary
| | - Pál Czobor
- Semmelweis University, Department of Psychiatry and Psychotherapy, Budapest, Hungary; Nathan Kline Institute for Psychiatric Research, Orangeburg, NY, USA.
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10
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DeGutis J, Grosso M, VanVleet T, Esterman M, Pistorino L, Cronin-Golomb A. Sustained attention training reduces spatial bias in Parkinson's disease: a pilot case series. Neurocase 2016; 22:179-86. [PMID: 26360648 PMCID: PMC4949393 DOI: 10.1080/13554794.2015.1088035] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Individuals with Parkinson's disease (PD) commonly demonstrate lateralized spatial biases, which affect daily functioning. Those with PD with initial motor symptoms on the left body side (LPD) have reduced leftward attention, whereas PD with initial motor symptoms on the right side (RPD) may display reduced rightward attention. We investigated whether a sustained attention training program could help reduce these spatial biases. Four non-demented individuals with PD (2 LPD, 2 RPD) performed a visual search task before and after 1 month of computer training. Before training, all participants showed a significant spatial bias and after training, all participants' spatial bias was eliminated.
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Affiliation(s)
- Joseph DeGutis
- a Boston Attention and Learning Laboratory , Boston Division VA Healthcare System , Boston , MA , USA.,b Geriatric Research Education and Clinical Center (GRECC) , Boston Division VA Healthcare System , Boston , MA , USA.,c Department of Medicine , Harvard Medical School , Boston , MA , USA
| | - Mallory Grosso
- a Boston Attention and Learning Laboratory , Boston Division VA Healthcare System , Boston , MA , USA.,b Geriatric Research Education and Clinical Center (GRECC) , Boston Division VA Healthcare System , Boston , MA , USA
| | - Thomas VanVleet
- d Department of Medical Research, VA Northern California Healthcare System , Martinez , CA , USA
| | - Michael Esterman
- a Boston Attention and Learning Laboratory , Boston Division VA Healthcare System , Boston , MA , USA.,b Geriatric Research Education and Clinical Center (GRECC) , Boston Division VA Healthcare System , Boston , MA , USA.,e Department of Psychiatry , Boston University School of Medicine , Boston , MA , USA
| | - Laura Pistorino
- f Department of Psychological and Brain Sciences , Boston University , Boston , MA , USA
| | - Alice Cronin-Golomb
- f Department of Psychological and Brain Sciences , Boston University , Boston , MA , USA
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11
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Lee RWY, Jacobson LA, Pritchard AE, Ryan MS, Yu Q, Denckla MB, Mostofsky S, Mahone EM. Jitter Reduces Response-Time Variability in ADHD: An Ex-Gaussian Analysis. J Atten Disord 2015. [PMID: 23190614 PMCID: PMC3600392 DOI: 10.1177/1087054712464269] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVE "Jitter" involves randomization of intervals between stimulus events. Compared with controls, individuals with ADHD demonstrate greater intrasubject variability (ISV) performing tasks with fixed interstimulus intervals (ISIs). Because Gaussian curves mask the effect of extremely slow or fast response times (RTs), ex-Gaussian approaches have been applied to study ISV. METHOD This study applied ex-Gaussian analysis to examine the effects of jitter on RT variability in children with and without ADHD. A total of 75 children, aged 9 to 14 years (44 ADHD, 31 controls), completed a go/no-go test with two conditions: fixed ISI and jittered ISI. RESULTS ADHD children showed greater variability, driven by elevations in exponential (tau), but not normal (sigma) components of the RT distribution. Jitter decreased tau in ADHD to levels not statistically different than controls, reducing lapses in performance characteristic of impaired response control. CONCLUSION Jitter may provide a nonpharmacologic mechanism to facilitate readiness to respond and reduce lapses from sustained (controlled) performance.
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Affiliation(s)
| | - Lisa A. Jacobson
- Kennedy Krieger Institute, Baltimore, MD, USA,Johns Hopkins University, Baltimore, MD, USA
| | - Alison E. Pritchard
- Kennedy Krieger Institute, Baltimore, MD, USA,Johns Hopkins University, Baltimore, MD, USA
| | | | - Qilu Yu
- Johns Hopkins University, Baltimore, MD, USA
| | - Martha B. Denckla
- Kennedy Krieger Institute, Baltimore, MD, USA,Johns Hopkins University, Baltimore, MD, USA
| | - Stewart Mostofsky
- Kennedy Krieger Institute, Baltimore, MD, USA,Johns Hopkins University, Baltimore, MD, USA
| | - E. Mark Mahone
- Kennedy Krieger Institute, Baltimore, MD, USA,Johns Hopkins University, Baltimore, MD, USA
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12
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Reinblatt SP, Mahone EM, Tanofsky-Kraff M, Lee-Winn AE, Yenokyan G, Leoutsakos JMS, Moran TH, Guarda AS, Riddle MA. Pediatric loss of control eating syndrome: Association with attention-deficit/hyperactivity disorder and impulsivity. Int J Eat Disord 2015; 48:580-8. [PMID: 25855370 PMCID: PMC4607309 DOI: 10.1002/eat.22404] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2014] [Revised: 02/27/2015] [Accepted: 03/01/2015] [Indexed: 12/17/2022]
Abstract
OBJECTIVE Despite data linking Attention-deficit/Hyperactivity Disorder (ADHD) and adult binge eating, there are limited data in children with loss of control (LOC) eating. We examined inhibitory control in children with LOC eating syndrome (LOC-ES) and its association with ADHD. METHOD 79 children (8-14 years) over the fifth weight percentile were recruited, irrespective of LOC eating or ADHD status. The Eating Disorder Examination for Children and the Standard Pediatric Eating Episode Interview assessed LOC-ES. ADHD diagnosis was determined by the Schedule for Affective Disorders and Schizophrenia for children and Conners-3 (Parent Report) DSM-IV Scales of Inattention and/or Hyperactivity (T score > 65). The Go/No-Go (GNG) Task and the Behavior Regulation Inventory of Executive Function (BRIEF) assessed impulse control. RESULTS Odds of LOC-ES were increased 12 times for children with ADHD (adjusted odds ratio [aOR] = 12.68, 95% confidence interval [CI] = 3.11, 51.64, p < 0.001), after adjusting for BMI z scores and relevant covariates. Children had 1.17 times higher odds of reporting LOC-ES with every 5% increase in GNG Commission Rate (aOR = 1.17, CI = 1.01, 1.36, p < 0.05) and 1.25 times higher odds of reporting LOC-ES with every 5 unit T-score increase in BRIEF Inhibit Scale (aOR = 1.25, CI = 1.04, 1.50, p < 0.05). DISCUSSION Children with ADHD had significantly greater odds of LOC-ES compared to children without ADHD. Children with LOC-ES had significantly greater impulse control deficits on performance-based neuropsychological assessments and on parent reports than children without LOC-ES. These findings suggest a need to investigate possible shared mechanisms such as impulse control deficits, among children with LOC-ES and ADHD.
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Affiliation(s)
- Shauna P. Reinblatt
- Department of Psychiatry and Behavioral Sciences, the Johns Hopkins University School of Medicine, Baltimore, Maryland,Division of Child and Adolescent Psychiatry, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - E. Mark Mahone
- Division of Child and Adolescent Psychiatry, the Johns Hopkins University School of Medicine, Baltimore, Maryland,Department of Neuropsychology, Kennedy Krieger Institute, Baltimore, Maryland
| | - Marian Tanofsky-Kraff
- Department of Medical and Clinical Psychology, Uniformed Services University of the Health Sciences, Bethesda
| | | | - Gayane Yenokyan
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | | | - Timothy H. Moran
- Department of Psychiatry and Behavioral Sciences, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Angela S. Guarda
- Department of Psychiatry and Behavioral Sciences, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Mark A. Riddle
- Department of Psychiatry and Behavioral Sciences, the Johns Hopkins University School of Medicine, Baltimore, Maryland,Division of Child and Adolescent Psychiatry, the Johns Hopkins University School of Medicine, Baltimore, Maryland,Department of Pediatrics, the Johns Hopkins University School of Medicine, Baltimore, Maryland
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13
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Rosenberg MD, Finn ES, Constable RT, Chun MM. Predicting moment-to-moment attentional state. Neuroimage 2015; 114:249-56. [PMID: 25800207 DOI: 10.1016/j.neuroimage.2015.03.032] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2014] [Revised: 02/09/2015] [Accepted: 03/14/2015] [Indexed: 11/19/2022] Open
Abstract
Although fluctuations in sustained attention are ubiquitous, most psychological experiments treat them as noise, averaging performance over many trials. The current study uses multi-voxel pattern analysis (MVPA) to decode whether, on each trial of a cognitive task, participants are in an optimal or suboptimal attentional state. During fMRI, participants performed n-back tasks, composed of central face images overlaid on distractor scenes, with low, perceptual, and working memory load. Instructions were to respond to novel faces and withhold response to rare repeats. To index attentional state, reaction time variability was calculated at each correct response. Participants' 50% least variable trials were labeled optimal, or "in the zone," and their 50% most erratic trials were labeled suboptimal, or "out of the zone." Support vector machine classifiers trained on activity in the default mode network (DMN), dorsal attention network (DAN), and task-relevant fusiform face area (FFA) distinguished in-the-zone and out-of-the-zone trials in all tasks. Consistent with evidence that distractors are processed when central task load is low, parahippocampal place area (PPA) classifiers were only successful in the low load task. Classification in anatomical regions across the brain revealed widespread coding of attentional state. In contrast to these robust pattern analyses, univariate signal in DMN, DAN, FFA, and PPA did not distinguish states, suggesting a nuanced relationship to sustained attention. In sum, MVPA can be used to decode trial-by-trial attentional state throughout much of cortex, helping to characterize how attention network fluctuations correlate with performance variability.
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Affiliation(s)
| | - Emily S Finn
- Interdepartmental Neuroscience Program, Yale University, USA
| | - R Todd Constable
- Interdepartmental Neuroscience Program, Yale University, USA; Department of Diagnostic Radiology, Yale University School of Medicine, USA; Department of Neurosurgery, Yale University School of Medicine, USA
| | - Marvin M Chun
- Department of Psychology, Yale University, USA; Interdepartmental Neuroscience Program, Yale University, USA; Department of Neurobiology, Yale University School of Medicine, USA
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14
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Koppe G, Gruppe H, Sammer G, Gallhofer B, Kirsch P, Lis S. Temporal unpredictability of a stimulus sequence affects brain activation differently depending on cognitive task demands. Neuroimage 2014; 101:236-44. [DOI: 10.1016/j.neuroimage.2014.07.008] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2013] [Revised: 05/12/2014] [Accepted: 07/07/2014] [Indexed: 02/05/2023] Open
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15
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Merzenich MM, Van Vleet TM, Nahum M. Brain plasticity-based therapeutics. Front Hum Neurosci 2014; 8:385. [PMID: 25018719 PMCID: PMC4072971 DOI: 10.3389/fnhum.2014.00385] [Citation(s) in RCA: 105] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2013] [Accepted: 05/15/2014] [Indexed: 11/30/2022] Open
Abstract
The primary objective of this review article is to summarize how the neuroscience of brain plasticity, exploiting new findings in fundamental, integrative and cognitive neuroscience, is changing the therapeutic landscape for professional communities addressing brain-based disorders and disease. After considering the neurological bases of training-driven neuroplasticity, we shall describe how this neuroscience-guided perspective distinguishes this new approach from (a) the more-behavioral, traditional clinical strategies of professional therapy practitioners, and (b) an even more widely applied pharmaceutical treatment model for neurological and psychiatric treatment domains. With that background, we shall argue that neuroplasticity-based treatments will be an important part of future best-treatment practices in neurological and psychiatric medicine.
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Affiliation(s)
| | - Thomas M Van Vleet
- Posit Science Corporation San Francisco, CA, USA ; Medical Research, Department of Veteran Affairs Martinez, CA, USA
| | - Mor Nahum
- Posit Science Corporation San Francisco, CA, USA ; Department of Optometry, University of California at Berkeley Berkeley, CA, USA
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16
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Abstract
The present study examined functional MRI (fMRI) BOLD signal changes in response to object categorization during response selection and inhibition. Young adults (N=16) completed a Go/NoGo task with varying object categorization requirements while fMRI data were recorded. Response inhibition elicited increased signal change in various brain regions, including medial frontal areas, compared with response selection. BOLD signal in an area within the right angular gyrus was increased when higher-order categorization was mandated. In addition, signal change during response inhibition varied with categorization requirements in the left inferior temporal gyrus (lIT). lIT-mediated response inhibition when inhibiting the response only required lower-order categorization, but lIT mediated both response selection and inhibition when selecting and inhibiting the response required higher-order categorization. The findings characterized mechanisms mediating response inhibition associated with semantic object categorization in the 'what' visual object memory system.
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17
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Vleet TV, DeGutis J, Dabit S, Chiu C. Randomized control trial of computer-based rehabilitation of spatial neglect syndrome: the RESPONSE trial protocol. BMC Neurol 2014; 14:25. [PMID: 24502769 PMCID: PMC3922254 DOI: 10.1186/1471-2377-14-25] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2013] [Accepted: 01/28/2014] [Indexed: 11/17/2022] Open
Abstract
Background Spatial neglect is a frequent and debilitating consequence of acquired brain injury and currently has no widely accepted standard of care. While previous interventions for spatial neglect have targeted patients’ overt spatial deficits (e.g., reduced contralesional visual scanning), far fewer have directly targeted patients’ non-spatial deficits (e.g., sustained attention deficits). Considering that non-spatial deficits have shown to be highly predictive of long-term disability, we developed a novel computer based training program that targets both sustained (tonic) and moment-to-moment (phasic) aspects of non-spatial attention (Tonic and Phasic Alertness Training, TAPAT). Preliminary studies demonstrate that TAPAT is safe and effective in improving both spatial and non-spatial attention deficits in the post-acute recovery phase in neglect patients. The purpose of the current trial (referred to as the REmediation of SPatial Neglect or RESPONSE trial) is to compare TAPAT to an active control training condition, include a larger sample of patients, and assess both cognitive and functional outcomes. Methods/Design We will employ a multi-site, longitudinal, blinded randomized controlled trial (RCT) design with a target sample of 114 patients with spatial neglect. Patients will either perform, at their home, the experimental TAPAT training program or an active control computer games condition for thirty minutes/day, five days a week, over three months. Patients will be assessed on a battery of cognitive and functional outcomes on three occasions: a) immediately before training, b) within forty-eight hours post completion of total training, and c) after a three-month no-contact period post completion of total training, to assess the longevity of potential training effects. Discussion The strengths of this protocol are that it tests an innovative, in-home administered treatment that targets a fundamental deficit in neglect, employs highly sensitive computer-based assessments of cognition as well as functional outcomes, and incorporates a large sample size (relative to other neglect treatment studies) in an RCT design. Trial registration ClinicalTrials.gov identifier, NCT01965951
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Affiliation(s)
- Thomas Van Vleet
- Brain Plasticity Institute, 77 Geary Street, San Francisco, CA 94108, USA.
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18
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Response-Stimulus Interval Duration Modulates Interference Effects in the Stroop Task1. Psychol Belg 2014. [DOI: 10.5334/pb.ad] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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19
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Hagenhoff M, Franzen N, Koppe G, Baer N, Scheibel N, Sammer G, Gallhofer B, Lis S. Executive functions in borderline personality disorder. Psychiatry Res 2013; 210:224-31. [PMID: 23764434 DOI: 10.1016/j.psychres.2013.05.016] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2012] [Revised: 05/10/2013] [Accepted: 05/15/2013] [Indexed: 12/31/2022]
Abstract
Different domains of executive function such as working memory and response inhibition were investigated together with elementary cognitive processes in borderline personality disorder (BPD). Patients with BPD (N=28) were compared to nonpatient controls (NP, N=28) on eight tasks (e.g. n-back, Go/NoGo, CPT-AX). In order to separate impairments in different cognitive domains and to assess the influence of more elementary cognitive processes on executive functioning, tasks were embedded in a reaction-time-decomposition approach. BPD patients solved tasks with accuracies comparable to those of nonpatients. The only exception was the n-back task, for which working memory is required: here, error rates were higher and increased more prominently in BPD patients depending on working memory load. In most tasks, movement times were shorter for BPD patients than for nonpatients, while the quality of task-solving was comparable. The faster processing in the BPD group was observable starting with the simplest task, i.e. a simple reaction-time task. These findings suggest that domains of executive functioning are differentially affected in BPD. In contrast to load-dependent deficits in working memory, response inhibition processes were unimpaired. Faster action-related processes could be observed in BPD patients in a variety of tasks; however, these did not influence executive functioning.
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Affiliation(s)
- Meike Hagenhoff
- Centre for Psychiatry, Justus Liebig University Giessen, Giessen, Germany
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20
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Motes MA, Gamino JF, Chapman SB, Rao NK, Maguire MJ, Brier MR, Kraut MA, Hart J. Inhibitory control gains from higher-order cognitive strategy training. Brain Cogn 2013; 84:44-62. [PMID: 24286804 DOI: 10.1016/j.bandc.2013.10.007] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2013] [Revised: 10/26/2013] [Accepted: 10/26/2013] [Indexed: 11/25/2022]
Abstract
The present study examined the transfer of higher-order cognitive strategy training to inhibitory control. Middle school students enrolled in a comprehension- and reasoning-focused cognitive strategy training program and passive controls participated. The training program taught students a set of steps for inferring essential gist or themes from materials. Both before and after training or a comparable duration in the case of the passive controls, participants completed a semantically cued Go/No-Go task that was designed to assess the effects of depth of semantic processing on response inhibition and components of event-related potentials (ERP) related to response inhibition. Depth of semantic processing was manipulated by varying the level of semantic categorization required for response selection and inhibition. The SMART-trained group showed inhibitory control gains and changes in fronto-central P3 ERP amplitudes on inhibition trials; whereas, the control group did not. The results provide evidence of the transfer of higher-order cognitive strategy training to inhibitory control and modulation of ERPs associated with semantically cued inhibitory control. The findings are discussed in terms of implications for cognitive strategy training, models of cognitive abilities, and education.
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Affiliation(s)
- Michael A Motes
- Center for BrainHealth, School of Behavioral & Brain Sciences, University of Texas at Dallas, United States.
| | - Jacquelyn F Gamino
- Center for BrainHealth, School of Behavioral & Brain Sciences, University of Texas at Dallas, United States
| | - Sandra B Chapman
- Center for BrainHealth, School of Behavioral & Brain Sciences, University of Texas at Dallas, United States
| | - Neena K Rao
- Center for BrainHealth, School of Behavioral & Brain Sciences, University of Texas at Dallas, United States
| | - Mandy J Maguire
- Center for BrainHealth, School of Behavioral & Brain Sciences, University of Texas at Dallas, United States; Callier Center for Communication Disorders, School of Behavioral & Brain Sciences, University of Texas at Dallas, United States
| | - Matthew R Brier
- Medical Scientist Training Program and Program in Neuroscience, Washington University in St. Louis, United States
| | - Michael A Kraut
- Department of Radiology, Johns Hopkins University School of Medicine, United States
| | - John Hart
- Center for BrainHealth, School of Behavioral & Brain Sciences, University of Texas at Dallas, United States; Department of Neurology, University of Texas Southwestern Medical Center at Dallas, United States
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21
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Jacobson LA, Ryan M, Denckla MB, Mostofsky SH, Mahone EM. Performance lapses in children with attention-deficit/hyperactivity disorder contribute to poor reading fluency. Arch Clin Neuropsychol 2013; 28:672-83. [PMID: 23838684 DOI: 10.1093/arclin/act048] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Children with Attention-Deficit/Hyperactivity Disorder (ADHD) demonstrate increased response variability compared with controls, which is thought to be associated with deficits in attention regulation and response control that subsequently affect performance of more cognitively demanding tasks, such as reading. The present study examined response variability during a computerized simple reaction time (RT) task in 67 children. Ex-Gaussian analyses separated the response time distribution into normal (mu and sigma) and exponential (tau) components; the association of each with reading fluency was examined. Children with ADHD had significantly slower, more variable, and more skewed RTs compared with controls. After controlling for ADHD symptom severity, tau (but not mu or mean RT) was significantly associated with reduced reading fluency, but not with single word reading accuracy. These data support the growing evidence that RT variability, but not simply slower mean response speed, is the characteristic of youth with ADHD and that longer response time latencies (tau) may be implicated in the poorer academic performance associated with ADHD.
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Affiliation(s)
- Lisa A Jacobson
- Department of Neuropsychology, Kennedy Krieger Institute, Baltimore, MD, USA
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22
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Van Vleet TM, DeGutis JM. Cross-training in hemispatial neglect: Auditory sustained attention training ameliorates visual attention deficits. Cortex 2013; 49:679-90. [DOI: 10.1016/j.cortex.2012.03.020] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2011] [Revised: 01/12/2012] [Accepted: 03/13/2012] [Indexed: 11/15/2022]
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23
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Metin B, Roeyers H, Wiersema JR, van der Meere J, Sonuga-Barke E. A meta-analytic study of event rate effects on Go/No-Go performance in attention-deficit/hyperactivity disorder. Biol Psychiatry 2012; 72:990-6. [PMID: 23062355 DOI: 10.1016/j.biopsych.2012.08.023] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2012] [Revised: 08/30/2012] [Accepted: 08/31/2012] [Indexed: 11/30/2022]
Abstract
BACKGROUND According to the state regulation deficit model, event rate (ER) is an important determinant of performance of children with attention-deficit/hyperactivity disorder (ADHD). Fast ER is predicted to create overactivation and produce errors of commission, whereas slow ER is thought to create underactivation marked by slow and variable reaction times (RT) and errors of omission. METHODS To test these predictions, we conducted a systematic search of the literature to identify all reports of comparisons of ADHD and control individuals' performance on Go/No-Go tasks published between 2000 and 2011. In one analysis, we included all trials with at least two event rates and calculated the difference between ER conditions. In a second analysis, we used metaregression to test for the moderating role of ER on ADHD versus control differences seen across Go/No-Go studies. RESULTS There was a significant and disproportionate slowing of reaction time in ADHD relative to controls on trials with slow event rates in both meta-analyses. For commission errors, the effect sizes were larger on trials with fast event rates. No ER effects were seen for RT variability. There were also general effects of ADHD on performance for all variables that persisted after effects of ER were taken into account. CONCLUSIONS The results provide support for the state regulation deficit model of ADHD by showing the differential effects of fast and slow ER. The lack of an effect of ER on RT variability suggests that this behavioral characteristic may not be a marker of cognitive energetic effects in ADHD.
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Affiliation(s)
- Baris Metin
- Department of Experimental-Clinical and Health Psychology, Ghent University, Belgium.
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24
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Tamm L, Narad ME, Antonini TN, O’Brien KM, Hawk LW, Epstein JN. Reaction time variability in ADHD: a review. Neurotherapeutics 2012; 9:500-8. [PMID: 22930417 PMCID: PMC3441931 DOI: 10.1007/s13311-012-0138-5] [Citation(s) in RCA: 212] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
For the past decade, intra-individual variability in reaction times on computerized tasks has become a central focus of cognitive research on Attention-Deficit/Hyperactivity Disorder (ADHD). Numerous studies document increased reaction time variability among children and adults with ADHD, relative to typically developing controls. However, direct comparisons with other disorders with heightened reaction time variability are virtually nonexistent, despite their potential to inform our understanding of the phenomenon. A growing literature examines the sensitivity of reaction time variability to theoretically and clinically relevant manipulations. There is strong evidence that stimulus treatment reduces reaction time variability during a range of cognitive tasks, but the literature is mixed regarding the impact of motivational incentives and variation in stimulus event rate. Most studies of reaction time variability implicitly assume that heightened reaction time variability reflects occasional lapses in attention, and the dominant neurophysiological interpretation suggests this variability is linked to intrusions of task-negative brain network activity during task performance. Work examining the behavioral and neurophysiological correlates of reaction time variability provides some support for these hypotheses, but considerably more work is needed in this area. Finally, because conclusions from each of domains reviewed are limited by the wide range of measures used to measure reaction time variability, this review highlights the need for increased attention to the cognitive and motivational context in which variability is assessed and recommends that future work always supplement macro-level variability indices with metrics that isolate particular components of reaction time variability.
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Affiliation(s)
- Leanne Tamm
- Department of Pediatrics (MC10006), Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229 USA
| | - Megan E. Narad
- Department of Pediatrics (MC10006), Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229 USA
| | - Tanya N. Antonini
- Department of Pediatrics (MC10006), Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229 USA
| | - Kathleen M. O’Brien
- Department of Pediatrics (MC10006), Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229 USA
| | - Larry W. Hawk
- Department of Psychology, University at Buffalo, SUNY, Buffalo, NY 14260 USA
| | - Jeffery N. Epstein
- Department of Pediatrics (MC10006), Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229 USA
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Epstein JN, Langberg JM, Rosen PJ, Graham A, Narad ME, Antonini TN, Brinkman WB, Froehlich T, Simon JO, Altaye M. Evidence for higher reaction time variability for children with ADHD on a range of cognitive tasks including reward and event rate manipulations. Neuropsychology 2011; 25:427-441. [PMID: 21463041 DOI: 10.1037/a0022155] [Citation(s) in RCA: 157] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
OBJECTIVE The purpose of the research study was to examine the manifestation of variability in reaction times (RT) in children with attention deficit hyperactivity disorder (ADHD) and to examine whether RT variability presented differently across a variety of neuropsychological tasks, was present across the two most common ADHD subtypes, and whether it was affected by reward and event rate (ER) manipulations. METHOD Children with ADHD-combined type (n = 51), ADHD-predominantly inattentive type (n = 53), and 47 controls completed five neuropsychological tasks (Choice Discrimination Task, Child Attentional Network Task, Go/No-Go task, Stop Signal Task, and N-back task), each allowing trial-by-trial assessment of RTs. Multiple indicators of RT variability including RT standard deviation, coefficient of variation and ex-Gaussian tau were used. RESULTS Children with ADHD demonstrated greater RT variability than controls across all five tasks as measured by the ex-Gaussian indicator tau. There were minimal differences in RT variability across the ADHD subtypes. Children with ADHD also had poorer task accuracy than controls across all tasks except the Choice Discrimination task. Although ER and reward manipulations did affect children's RT variability and task accuracy, these manipulations largely did not differentially affect children with ADHD compared to controls. RT variability and task accuracy were highly correlated across tasks. Removing variance attributable to RT variability from task accuracy did not appreciably affect between-groups differences in task accuracy. CONCLUSIONS High RT variability is a ubiquitous and robust phenomenon in children with ADHD.
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Affiliation(s)
- Jeffery N Epstein
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center
| | - Joshua M Langberg
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center
| | - Paul J Rosen
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center
| | - Amanda Graham
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center
| | - Megan E Narad
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center
| | - Tanya N Antonini
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center
| | | | - Tanya Froehlich
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center
| | - John O Simon
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center
| | - Mekibib Altaye
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center
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Comprehensive examination of frontal regions in boys and girls with attention-deficit/hyperactivity disorder. J Int Neuropsychol Soc 2011; 17:1047-57. [PMID: 21923979 PMCID: PMC3534734 DOI: 10.1017/s1355617711001056] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The current study examined regional frontal lobe volumes based on functionally relevant subdivisions in contemporaneously recruited samples of boys and girls with and without attention-deficit/hyperactivity disorder (ADHD). Forty-four boys (21 ADHD, 23 control) and 42 girls (21 ADHD, 21 control), ages 8-13 years, participated. Sulcal-gyral landmarks were used to manually delimit functionally relevant regions within the frontal lobe: primary motor cortex, anterior cingulate, deep white matter, premotor regions [supplementary motor complex (SMC), frontal eye field, lateral premotor cortex (LPM)], and prefrontal cortex (PFC) regions [medial PFC, dorsolateral PFC (DLPFC), inferior PFC, lateral orbitofrontal cortex (OFC), and medial OFC]. Compared to sex-matched controls, boys and girls with ADHD showed reduced volumes (gray and white matter) in the left SMC. Conversely, girls (but not boys) with ADHD showed reduced gray matter volume in left LPM; while boys (but not girls) with ADHD showed reduced white matter volume in left medial PFC. Reduced left SMC gray matter volumes predicted increased go/no-go commission rate in children with ADHD. Reduced left LPM gray matter volumes predicted increased go/no-go variability, but only among girls with ADHD. Results highlight different patterns of anomalous frontal lobe development among boys and girls with ADHD beyond that detected by measuring whole lobar volumes.
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27
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Spinelli S, Joel S, Nelson TE, Vasa RA, Pekar JJ, Mostofsky SH. Different neural patterns are associated with trials preceding inhibitory errors in children with and without attention-deficit/hyperactivity disorder. J Am Acad Child Adolesc Psychiatry 2011; 50:705-715.e3. [PMID: 21703498 PMCID: PMC3971481 DOI: 10.1016/j.jaac.2011.03.014] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2010] [Revised: 03/01/2011] [Accepted: 03/25/2011] [Indexed: 10/18/2022]
Abstract
OBJECTIVE Attention-deficit/hyperactivity disorder (ADHD) is associated with difficulty inhibiting impulsive, hyperactive, and off-task behavior. However, no studies have examined whether a distinct pattern of brain activity precedes inhibitory errors in typically developing (TD) children and children with ADHD. In healthy adults, increased activity in the default mode network, a set of brain regions more active during resting or internally focused states, predicts commission errors, suggesting that momentary lapses of attention are related to inhibitory failures. METHOD Event-related functional magnetic resonance imaging and a go/no-go paradigm were used to explore brain activity preceding errors in 13 children with ADHD and 17 TD controls. RESULTS Comparing pre-error with pre-correct trials, TD children showed activation in the precuneus/posterior cingulate cortex and parahippocampal and middle frontal gyri. In contrast, children with ADHD demonstrated activation in the cerebellum, dorsolateral prefrontal cortex (DLPFC), and basal ganglia. Between-group comparison for the pre-error versus pre-correct contrast showed that children with ADHD showed greater activity in the cerebellum, DLPFC, and ventrolateral PFC compared with TD controls. Results of region-of-interest analysis confirmed that the precuneus/posterior cingulate cortex are more active in TD children compared with children with ADHD. CONCLUSIONS These preliminary data suggest that brain activation patterns immediately preceding errors differ between children with ADHD and TD children. In TD children, momentary lapses of attention precede errors, whereas pre-error activity in children with ADHD may be mediated by different circuits, such as those involved in response selection and control.
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Epstein JN, Brinkman WB, Froehlich T, Langberg JM, Narad ME, Antonini TN, Shiels K, Simon JO, Altaye M. Effects of stimulant medication, incentives, and event rate on reaction time variability in children with ADHD. Neuropsychopharmacology 2011; 36:1060-72. [PMID: 21248722 PMCID: PMC3059336 DOI: 10.1038/npp.2010.243] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This study examined the effects of methylphenidate (MPH) on reaction time (RT) variability in children with attention deficit hyperactivity disorder (ADHD). Using a broad battery of computerized tasks, and both conventional and ex-Gaussian indicators of RT variability, in addition to within-task manipulations of incentive and event rate (ER), this study comprehensively examined the breadth, specificity, and possible moderators of effects of MPH on RT variability. A total of 93 children with ADHD completed a 4-week within-subject, randomized, double-blind, placebo-controlled crossover trial of MPH to identify an optimal dosage. Children were then randomly assigned to receive either their optimal MPH dose or placebo after which they completed five neuropsychological tasks, each allowing trial-by-trial assessment of RTs. Stimulant effects on RT variability were observed on both measures of the total RT distribution (ie, coefficient of variation) as well as on an ex-Gaussian measure examining the exponential portion of the RT distribution (ie, τ). There was minimal, if any, effect of MPH on performance accuracy or RT speed. Within-task incentive and ER manipulations did not appreciably affect stimulant effects across the tasks. The pattern of significant and pervasive effects of MPH on RT variability, and few effects of MPH on accuracy and RT speed suggest that MPH primarily affects RT variability. Given the magnitude and breadth of effects of MPH on RT variability as well as the apparent specificity of these effects of MPH on RT variability indicators, future research should focus on neurophysiological correlates of effects of MPH on RT variability in an effort to better define MPH pharmacodynamics.
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Affiliation(s)
- Jeffery N Epstein
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
| | - William B Brinkman
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Tanya Froehlich
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Joshua M Langberg
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Megan E Narad
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Tanya N Antonini
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Keri Shiels
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - John O Simon
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Mekibib Altaye
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
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O'Brien JW, Dowell LR, Mostofsky SH, Denckla MB, Mahone EM. Neuropsychological profile of executive function in girls with attention-deficit/hyperactivity disorder. Arch Clin Neuropsychol 2010; 25:656-70. [PMID: 20639299 PMCID: PMC2957961 DOI: 10.1093/arclin/acq050] [Citation(s) in RCA: 76] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/15/2010] [Indexed: 11/15/2022] Open
Abstract
The majority of research on neurobehavioral functioning among children with Attention-Deficit/Hyperactivity Disorder (ADHD) is based on samples comprised primarily (or exclusively) of boys. Although functional impairment is well established, available research has yet to specify a neuropsychological profile distinct to girls with ADHD. The purpose of this study was to examine performance within four components of executive function (EF) in contemporaneously recruited samples of girls and boys with ADHD. Fifty-six children with ADHD (26 girls) and 90 controls (42 girls), ages 8-13, were administered neuropsychological tests emphasizing response inhibition, response preparation, working memory, and planning/shifting. There were no significant differences in age or SES between boys or girls with ADHD or their sex-matched controls; ADHD subtype distribution did not differ by sex. Compared with controls, children with ADHD showed significant deficits on all four EF components. Girls and boys with ADHD showed similar patterns of deficit on tasks involving response preparation and working memory; however, they manifested different patterns of executive dysfunction on tasks related to response inhibition and planning. Girls with ADHD showed elevated motor overflow, while boys with ADHD showed greater impairment during conscious, effortful response inhibition. Girls, but not boys with ADHD, showed impairment in planning. There were no differences between ADHD subtypes on any EF component. These findings highlight the importance of studying boys and girls separately (as well as together) when considering manifestations of executive dysfunction in ADHD.
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Affiliation(s)
| | | | | | | | - E. Mark Mahone
- Department of Neuropsychology, Kennedy Krieger Institute and Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Degutis JM, Van Vleet TM. Tonic and phasic alertness training: a novel behavioral therapy to improve spatial and non-spatial attention in patients with hemispatial neglect. Front Hum Neurosci 2010; 4. [PMID: 20838474 PMCID: PMC2936932 DOI: 10.3389/fnhum.2010.00060] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2010] [Accepted: 07/12/2010] [Indexed: 11/13/2022] Open
Abstract
Hemispatial neglect is a debilitating disorder marked by a constellation of spatial and non-spatial attention deficits. Patients’ alertness deficits have shown to interact with lateralized attention processes and correspondingly, improving tonic/general alertness as well as phasic/moment-to-moment alertness has shown to ameliorate spatial bias. However, improvements are often short-lived and inconsistent across tasks and patients. In an attempt to more effectively activate alertness mechanisms by exercising both tonic and phasic alertness, we employed a novel version of a continuous performance task (tonic and phasic alertness training, TAPAT). Using a between-subjects longitudinal design and employing sensitive outcome measures of spatial and non-spatial attention, we compared the effects of 9 days of TAPAT (36 min/day) in a group of patients with chronic neglect (N = 12) with a control group of chronic neglect patients (N = 12) who simply waited during the same training period. Compared to the control group, the group trained on TAPAT significantly improved on both spatial and non-spatial measures of attention with many patients failing to exhibit a lateralized attention bias at the end of training. TAPAT was effective for patients with a range of behavioral profiles and lesions, suggesting that its effectiveness may rely on distributed or lower-level attention mechanisms that are largely intact in patients with neglect. In a follow-up experiment, to determine if TAPAT is more effective in improving spatial attention than an active treatment that directly trains spatial attention, we trained three chronic neglect patients on both TAPAT and search training. In all three patients, TAPAT training was more effective in improving spatial attention than search training suggesting that, in chronic neglect, training alertness is a more effective treatment approach than directly training spatial attention.
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Affiliation(s)
- Joseph M Degutis
- Geriatric Research Education Clinical Center, Boston VA Healthcare System Boston, MA, USA
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