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Koevoet D, Deschamps PKH, Kenemans JL. Catecholaminergic and cholinergic neuromodulation in autism spectrum disorder: A comparison to attention-deficit hyperactivity disorder. Front Neurosci 2023; 16:1078586. [PMID: 36685234 PMCID: PMC9853424 DOI: 10.3389/fnins.2022.1078586] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 12/15/2022] [Indexed: 01/09/2023] Open
Abstract
Autism spectrum disorder (ASD) is a heterogeneous neurodevelopmental disorder characterized by social impairments and restricted, repetitive behaviors. Treatment of ASD is notoriously difficult and might benefit from identification of underlying mechanisms that overlap with those disturbed in other developmental disorders, for which treatment options are more obvious. One example of the latter is attention-deficit hyperactivity disorder (ADHD), given the efficacy of especially stimulants in treatment of ADHD. Deficiencies in catecholaminergic systems [dopamine (DA), norepinephrine (NE)] in ADHD are obvious targets for stimulant treatment. Recent findings suggest that dysfunction in catecholaminergic systems may also be a factor in at least a subgroup of ASD. In this review we scrutinize the evidence for catecholaminergic mechanisms underlying ASD symptoms, and also include in this analysis a third classic ascending arousing system, the acetylcholinergic (ACh) network. We complement this with a comprehensive review of DA-, NE-, and ACh-targeted interventions in ASD, and an exploratory search for potential treatment-response predictors (biomarkers) in ASD, genetically or otherwise. Based on this review and analysis we propose that (1) stimulant treatment may be a viable option for an ASD subcategory, possibly defined by genetic subtyping; (2) cerebellar dysfunction is pronounced for a relatively small ADHD subgroup but much more common in ASD and in both cases may point toward NE- or ACh-directed intervention; (3) deficiency of the cortical salience network is sizable in subgroups of both disorders, and biomarkers such as eye blink rate and pupillometric data may predict the efficacy of targeting this underlying deficiency via DA, NE, or ACh in both ASD and ADHD.
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Affiliation(s)
- Damian Koevoet
- Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, Netherlands,*Correspondence: Damian Koevoet,
| | - P. K. H. Deschamps
- Department of Psychiatry, University Medical Center Utrecht, Utrecht, Netherlands
| | - J. L. Kenemans
- Experimental Psychology, Helmholtz Institute, Utrecht University, Utrecht, Netherlands
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2
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Im DS, Tamarelli CM. Attention Deficit Hyperactivity Disorder in Medical Learners and Physicians and a Potentially Helpful Educational Tool. ADVANCES IN MEDICAL EDUCATION AND PRACTICE 2023; 14:435-442. [PMID: 37131931 PMCID: PMC10149068 DOI: 10.2147/amep.s398196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Accepted: 04/08/2023] [Indexed: 05/04/2023]
Abstract
Purpose Attention Deficit Hyperactivity Disorder (ADHD) is a neurodevelopmental disorder characterized by functionally impairing levels of inattention and/or hyperactive-impulsive behavior. It affects 3% to 5% of adults. This perspective piece aims to highlight the occurrence of ADHD in medical learners and physicians, including its reported prevalence in these groups, why reported rates may reflect underestimates, consequences of untreated symptoms, and a potentially helpful innovative educational tool to assist these individuals with a critical aspect of medical training and practice. Results Despite recent attention being paid to concerning levels of depression, anxiety, and burnout in medical learners and physicians, comparatively little attention has been devoted to the occurrence of ADHD in these groups. Reported rates of ADHD in medical learners and physicians, though low compared to rates of other mental health conditions and compared to rates of ADHD in the general population, may represent underestimates for a variety of reasons. The consequences of untreated ADHD symptoms are likely numerous and significant for these groups. Research has shown that about half of adults with ADHD discontinue prescribed treatment (stimulant medication) over time due to lack of perceived effectiveness, highlighting the need for durable, effective interventions to help medical learners and physicians with ADHD during and after their training. An innovative educational tool to assist medical learners and physicians with ADHD with a critical facet of their training and practice - the reading of scientific articles - is proposed, including a description of the tool, rationale for its design, practical considerations around implementation, and proposed directions for future research. Conclusion Untreated ADHD in medical learners and physicians may have numerous and significant consequences that can adversely impact training, practice, and ultimately patient care. These challenges warrant proper support for medical learners and physicians with ADHD via evidence-based treatments, program-based accommodations, and innovative educational tools.
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Affiliation(s)
- David S Im
- Department of Psychiatry, University of Michigan Medical School, Ann Arbor, Michigan, USA
- Correspondence: David S Im, University of Michigan Hospital, Department of Psychiatry, University of Michigan Medical School, 1500 East Medical Center Drive, UH 9C 9150, Ann Arbor, MI, 48109-5120, USA, Tel +1 734 764-0227, Fax +1 734 936 9983, Email
| | - Carrie M Tamarelli
- Department of Psychiatry, University of Michigan Medical School, Ann Arbor, Michigan, USA
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3
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Clark AP, Bontemps AP, Houser RA, Salekin RT. Psychopathy and Resting State EEG Theta/Beta Oscillations in Adolescent Offenders. JOURNAL OF PSYCHOPATHOLOGY AND BEHAVIORAL ASSESSMENT 2022. [DOI: 10.1007/s10862-021-09915-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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4
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Chiarenza GA. Quantitative EEG in Childhood Attention Deficit Hyperactivity Disorder and Learning Disabilities. Clin EEG Neurosci 2021; 52:144-155. [PMID: 33012168 DOI: 10.1177/1550059420962343] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
The clinical use of the quantitative EEG (QEEG) from the pioneering work of John has received a new impetus thanks to new neuroimaging techniques and the possibility of using a number of normative databases both of normal subjects and of subjects with definite pathologies. In this direction, the term personalized medicine is becoming more and more common, a medical procedure that separates patients into different groups based on their predicted response to the quantitative EEG. This has allowed the study of single subjects and to customize health care, with decisions and treatments tailored to each individual patient, as well as improvement of knowledge of the pathophysiological mechanisms of specific diseases. This review article will present the most recent evidence in the field of developmental neuropsychiatric disorders obtained from the application of quantitative EEG both in clinical group studies (attention deficit hyperactivity disorder, developmental dyslexia, oppositional defiant disorder) and in individual case studies not yet published.
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5
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Helfer B, Bozhilova N, Cooper RE, Douzenis JI, Maltezos S, Asherson P. The key role of daytime sleepiness in cognitive functioning of adults with attention deficit hyperactivity disorder. Eur Psychiatry 2020; 63:e31. [PMID: 32131909 PMCID: PMC7315868 DOI: 10.1192/j.eurpsy.2020.28] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Background. Adults with attention deficit hyperactivity disorder (ADHD) frequently suffer from sleep problems and report high levels of daytime sleepiness compared to neurotypical controls, which has detrimental effect on quality of life. Methods. We evaluated daytime sleepiness in adults with ADHD compared to neurotypical controls using an observer-rated sleepiness protocol during the Sustained Attention Response Task as well as electroencephalogram (EEG) slowing, a quantitative electroencephalographic measure collected during a short period of wakeful rest. Results. We found that adults with ADHD were significantly sleepier than neurotypical controls during the cognitive task and that this on-task sleepiness contributed to cognitive performance deficits usually attributed to symptoms of ADHD. EEG slowing predicted severity of ADHD symptoms and diagnostic status, and was also related to daytime sleepiness. Frontal EEG slowing as well as increased frontal delta were especially prominent in adults with ADHD. We have validated and adapted an objective observer-rated measure for assessing on-task sleepiness that will contribute to future sleep research in psychology and psychiatry. Conclusions. These findings indicate that the cognitive performance deficits routinely attributed to ADHD and often conceptualized as cognitive endophenotypes of ADHD are largely due to on-task sleepiness and not exclusively due to ADHD symptom severity. Daytime sleepiness plays a major role in cognitive functioning of adults with ADHD.
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Affiliation(s)
- Bartosz Helfer
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Natali Bozhilova
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Ruth E Cooper
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.,Newham Centre for Mental Health, Unit for Social and Community Psychiatry, Blizard Institute, Queen Mary University of London, London, United Kingdom
| | - Joanna I Douzenis
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Stefanos Maltezos
- Adult Autism and ADHD Service, South London and Maudsley NHS Foundation Trust, Beckenham, United Kingdom.,Department of Forensic and Neurodevelopmental Science, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Philip Asherson
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
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6
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Zivan M, Bar S, Jing X, Hutton J, Farah R, Horowitz-Kraus T. Screen-exposure and altered brain activation related to attention in preschool children: An EEG study. Trends Neurosci Educ 2019; 17:100117. [PMID: 31685126 DOI: 10.1016/j.tine.2019.100117] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2019] [Accepted: 07/05/2019] [Indexed: 12/22/2022]
Abstract
Exposure to screens has been shown to reduce attention span in children. Increased slow-wave (theta band) and decreased fast-wave (beta and gamma bands) generated from EEG, as well as increased theta/beta ratio, have been observed in children with Attention-Deficit-Hyperactivity-Disorder (ADHD). This study examined the relationship between 6-weeks screen exposure and attention abilities in typically developing preschoolers using EEG during rest. Theta and beta bands were compared, and visual attention and parental reports for attention abilities were controlled. Results suggested that the active control group showed improved visual-attention abilities following the exposure to stories, whereas the screen group did not show improved visual attention. EEG results suggested a higher connectivity in theta vs. beta bands in the screen group, but not in the control group. Results support the negative relationship between screen exposure and attention-related patterns generated from EEG in typically developing preschool children.
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Affiliation(s)
- Michal Zivan
- Educational Neuroimaging Center, Faculty of Education in Science and Technology, Israel; Faculty of Biomedical Engineering, Technion, Haifa, Israel
| | - Sapir Bar
- Educational Neuroimaging Center, Faculty of Education in Science and Technology, Israel; Faculty of Biomedical Engineering, Technion, Haifa, Israel
| | - Xiang Jing
- Department of Neurology, Cincinnati Children's Hospital Medical Center, OH, USA
| | - John Hutton
- Reading and Literacy Discovery Center, Cincinnati Children's Hospital Medical Center, OH, USA
| | - Rola Farah
- Educational Neuroimaging Center, Faculty of Education in Science and Technology, Israel; Faculty of Biomedical Engineering, Technion, Haifa, Israel
| | - Tzipi Horowitz-Kraus
- Educational Neuroimaging Center, Faculty of Education in Science and Technology, Israel; Faculty of Biomedical Engineering, Technion, Haifa, Israel; Reading and Literacy Discovery Center, Cincinnati Children's Hospital Medical Center, OH, USA.
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7
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Varela Casal P, Lorena Esposito F, Morata Martínez I, Capdevila A, Solé Puig M, de la Osa N, Ezpeleta L, Perera I Lluna A, Faraone SV, Ramos-Quiroga JA, Supèr H, Cañete J. Clinical Validation of Eye Vergence as an Objective Marker for Diagnosis of ADHD in Children. J Atten Disord 2019; 23:599-614. [PMID: 29357741 DOI: 10.1177/1087054717749931] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
OBJECTIVE ADHD youth show poor oculomotor control. Recent research shows that attention-related eye vergence is weak in ADHD children. METHOD To validate vergence as a marker to classify ADHD, we assessed the modulation in the angle of vergence of children ( n = 43) previously diagnosed with ADHD while performing an attention task and compared the results with age-matched clinical controls ( n = 19) and healthy peers ( n = 30). RESULTS We observed strong vergence responses in healthy participants and weak vergence in the clinical controls. ADHD children showed no significant vergence responses. Machine-learning models classified ADHD patients ( n = 21) from healthy controls ( n = 21) with an accuracy of 96.3% (false positive [FP]: 5.12%; false negative [FN]: 0%; area under the curve [AUC]: 0.99) and ADHD children ( n = 11) from clinical controls ( n = 14) with an accuracy of 85.7% (FP: 4.5%; FN: 19.2%, AUC: 0.90). CONCLUSION In combination with an attention task, vergence responses can be used as an objective marker to detect ADHD in children.
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Affiliation(s)
- Paloma Varela Casal
- 1 Departament of Psychiatry, Hospital de Mataró, Barcelona, Spain.,2 Department of Psychiatry and Forensic Medicine, Universitat Autònoma de Barcelona, Spain
| | | | | | - Alba Capdevila
- 1 Departament of Psychiatry, Hospital de Mataró, Barcelona, Spain
| | | | - Núria de la Osa
- 6 Departament de Psicologia Clínica i de la Salud, Universitat Autònoma de Barcelona, Spain
| | - Lourdes Ezpeleta
- 6 Departament de Psicologia Clínica i de la Salud, Universitat Autònoma de Barcelona, Spain
| | | | | | - Josep Antoni Ramos-Quiroga
- 2 Department of Psychiatry and Forensic Medicine, Universitat Autònoma de Barcelona, Spain.,8 Hospital Universitari Vall d'Hebron, Barcelona, Spain.,9 Biomedical Network Research Centre on Mental Health, Barcelona, Spain
| | - Hans Supèr
- 3 University of Barcelona, Spain.,4 Braingaze SL, Mataró, Spain.,10 Institut de Neurociències, Universitat de Barcelona, Spain ( www.ir3c.ub.edu ).,12 Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Spain
| | - Jose Cañete
- 1 Departament of Psychiatry, Hospital de Mataró, Barcelona, Spain
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8
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Chiarenza GA, Villa S, Galan L, Valdes-Sosa P, Bosch-Bayard J. Junior temperament character inventory together with quantitative EEG discriminate children with attention deficit hyperactivity disorder combined subtype from children with attention deficit hyperactivity disorder combined subtype plus oppositional defiant disorder. Int J Psychophysiol 2018; 130:9-20. [DOI: 10.1016/j.ijpsycho.2018.05.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Revised: 04/28/2018] [Accepted: 05/18/2018] [Indexed: 11/26/2022]
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9
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Martins CHT, Assunção CDM. Beyond Epilepsy: How Can Quantitative Electroencephalography Improve Conventional Electroencephalography Findings? A Systematic Review of Comparative EEG Studies. Neurodiagn J 2018; 58:107-115. [PMID: 29923808 DOI: 10.1080/21646821.2018.1457384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
It is a fundamental element in both research and clinical applications of electroencephalography to know the frequency composition of brain electrical activity. The quantitative analysis of brain electrical activity uses computer resources to evaluate the electroencephalography and allows quantification of the data. The contribution of the quantitative perspective is unique, since conventional electroencephalography based on the visual examination of the tracing is not as objective. A systematic review was performed on the MEDLINE database in October 2017. The authors independently analyzed the studies, by title and abstract, and selected articles that met the inclusion criteria: comparative studies, not older than 30 years, that compared the use of conventional electroencephalogram (EEG) with the use of quantitative electroencephalogram (QEEG) in the English language. One hundred twelve articles were automatically selected by the MEDLINE search engine, but only six met the above criteria. The review found that given a 95% confidence interval, QEEG had no statistically higher sensitivity than EEG in four of the six studies reviewed. However, these results must be viewed with appropriate caution, particularly as groups in between studies were not matched on important variables such as gender, age, type of illness, recovery stage, and treatment. The authors' findings in this systematic review are suggestive of the importance of QEEG as an auxiliary tool to traditional EEG, and as such, justifying further refinement, standardization, and eventually the future execution of a head-to-head prospective study on comparing the two methods.
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10
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Yokota T, Struzik ZR, Jurica P, Horiuchi M, Hiroyama S, Li J, Takahara Y, Ogawa K, Nishitomi K, Hasegawa M, Cichocki A. Semi-Automated Biomarker Discovery from Pharmacodynamic Effects on EEG in ADHD Rodent Models. Sci Rep 2018; 8:5202. [PMID: 29581452 PMCID: PMC5980101 DOI: 10.1038/s41598-018-23450-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Accepted: 03/13/2018] [Indexed: 11/16/2022] Open
Abstract
We propose a novel semi-automatic approach to design biomarkers for capturing pharmacodynamic effects induced by pharmacological agents on the spectral power of electroencephalography (EEG) recordings. We apply this methodology to investigate the pharmacodynamic effects of methylphenidate (MPH) and atomoxetine (ATX) on attention deficit/hyperactivity disorder (ADHD), using rodent models. We inject the two agents into the spontaneously hypertensive rat (SHR) model of ADHD, the Wistar-Kyoto rat (WKY), and the Wistar rat (WIS), and record their EEG patterns. To assess individual EEG patterns quantitatively, we use an integrated methodological approach, which consists of calculating the mean, slope and intercept parameters of temporal records of EEG spectral power using a smoothing filter, outlier truncation, and linear regression. We apply Fisher discriminant analysis (FDA) to identify dominant discriminants to be heuristically consolidated into several new composite biomarkers. Results of the analysis of variance (ANOVA) and t-test show benefits in pharmacodynamic parameters, especially the slope parameter. Composite biomarker evaluation confirms their validity for genetic model stratification and the effects of the pharmacological agents used. The methodology proposed is of generic use as an approach to investigating thoroughly the dynamics of the EEG spectral power.
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Affiliation(s)
- Tatsuya Yokota
- RIKEN Brain Science Institute, Hirosawa, Wako, Saitama, Japan
| | | | - Peter Jurica
- RIKEN Brain Science Institute, Hirosawa, Wako, Saitama, Japan
| | | | | | - Junhua Li
- RIKEN Brain Science Institute, Hirosawa, Wako, Saitama, Japan
| | - Yuji Takahara
- SHIONOGI & Co., Ltd., Futaba, Toyonaka, Osaka, Japan
| | - Koichi Ogawa
- SHIONOGI & Co., Ltd., Futaba, Toyonaka, Osaka, Japan.
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11
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Castorina R, Bradman A, Stapleton HM, Butt C, Avery D, Harley KG, Gunier RB, Holland N, Eskenazi B. Current-use flame retardants: Maternal exposure and neurodevelopment in children of the CHAMACOS cohort. CHEMOSPHERE 2017; 189:574-580. [PMID: 28963974 PMCID: PMC6353563 DOI: 10.1016/j.chemosphere.2017.09.037] [Citation(s) in RCA: 101] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2017] [Revised: 09/07/2017] [Accepted: 09/09/2017] [Indexed: 05/06/2023]
Abstract
Flame retardants are commonly used in consumer products found in U.S. households. Restrictions on the use of polybrominated diphenyl ether flame retardants have resulted in increased use of replacement chemicals, including Firemaster 550® (FM 550®) and organophosphate flame retardants (PFRs): tris(1,3- dichloro-2-propyl) phosphate (TDCIPP); tris(chloropropyl) phosphate (TCIPP); tris(2-chloroethyl) phosphate (TCEP); and triphenyl phosphate (TPHP). Animal research suggests that PFRs may affect neurodevelopment through noncholinergic mechanisms similar to some organophosphate (OP) pesticides. Despite the widespread presence of these compounds in home environments, and their structural similarity to neurotoxic OP pesticides, understanding of human exposure and health effects of PFRs is limited. We measured four urinary PFR metabolites from pregnant women in the CHAMACOS birth cohort study (n = 310) and assessed neurodevelopment of their children at age 7. Metabolites of TDCIPP (BDCIPP: bis(1,3-dichloro-2-propyl) phosphate) and TPHP (DPHP: diphenyl phosphate) were detected in >75% of urine samples, and isopropylphenyl phenyl phosphate (ip-PPP), a metabolite of one component of FM 550®, was detected in 72% of urine samples. We observed decreases of 2.9 points (95% Confidence Interval (CI): -6.3, 0.5) and 3.9 points (95% CI: -7.3,-0.5) in Full-Scale intelligence quotient and Working Memory, respectively, for each ten-fold increase in DPHP in adjusted regression models (n = 248). Decreases in Full-Scale IQ and Working Memory were greater in models of the molar sum of the PFR metabolites compared to the DPHP models. This is the first study to examine PFR and FM 550® exposures and potential neurodevelopmental outcomes in pregnant women and children. Additional research is warranted.
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Affiliation(s)
- Rosemary Castorina
- Center for Environmental Research and Children's Health (CERCH), School of Public Health, University of California, Berkeley, CA, USA.
| | - Asa Bradman
- Center for Environmental Research and Children's Health (CERCH), School of Public Health, University of California, Berkeley, CA, USA
| | | | - Craig Butt
- Duke University, Nicholas School of the Environment, Durham, NC, USA
| | - Dylan Avery
- Center for Environmental Research and Children's Health (CERCH), School of Public Health, University of California, Berkeley, CA, USA
| | - Kim G Harley
- Center for Environmental Research and Children's Health (CERCH), School of Public Health, University of California, Berkeley, CA, USA
| | - Robert B Gunier
- Center for Environmental Research and Children's Health (CERCH), School of Public Health, University of California, Berkeley, CA, USA
| | - Nina Holland
- Center for Environmental Research and Children's Health (CERCH), School of Public Health, University of California, Berkeley, CA, USA
| | - Brenda Eskenazi
- Center for Environmental Research and Children's Health (CERCH), School of Public Health, University of California, Berkeley, CA, USA
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12
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Gonen-Yaacovi G, Arazi A, Shahar N, Karmon A, Haar S, Meiran N, Dinstein I. Increased ongoing neural variability in ADHD. Cortex 2016; 81:50-63. [PMID: 27179150 DOI: 10.1016/j.cortex.2016.04.010] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Revised: 12/31/2015] [Accepted: 04/07/2016] [Indexed: 11/30/2022]
Abstract
Attention Deficit Hyperactivity Disorder (ADHD) has been described as a disorder where frequent lapses of attention impair the ability of an individual to focus/attend in a sustained manner, thereby generating abnormally large intra-individual behavioral variability across trials. Indeed, increased reaction time (RT) variability is a fundamental behavioral characteristic of individuals with ADHD found across a large number of cognitive tasks. But what is the underlying neurophysiology that might generate such behavioral instability? Here, we examined trial-by-trial EEG response variability to visual and auditory stimuli while subjects' attention was diverted to an unrelated task at the fixation cross. Comparisons between adult ADHD and control participants revealed that neural response variability was significantly larger in the ADHD group as compared with the control group in both sensory modalities. Importantly, larger trial-by-trial variability in ADHD was apparent before and after stimulus presentation as well as in trials where the stimulus was omitted, suggesting that ongoing (rather than stimulus-evoked) neural activity is continuously more variable (noisier) in ADHD. While the patho-physiological mechanisms causing this increased neural variability remain unknown, they appear to act continuously rather than being tied to a specific sensory or cognitive process.
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Affiliation(s)
- Gil Gonen-Yaacovi
- Department of Psychology, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Ayelet Arazi
- Department of Psychology, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Nitzan Shahar
- Department of Psychology, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Anat Karmon
- Department of Psychology, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Shlomi Haar
- Department of Cognitive and Brain Science, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Nachshon Meiran
- Department of Psychology, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Ilan Dinstein
- Department of Psychology, Ben-Gurion University of the Negev, Beer-Sheva, Israel; Department of Cognitive and Brain Science, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
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13
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Chiarenza GA, Chabot R, Isenhart R, Montaldi L, Chiarenza MP, Torto MGL, Prichep LS. The quantified EEG characteristics of responders and non-responders to long-term treatment with atomoxetine in children with attention deficit hyperactivity disorders. Int J Psychophysiol 2016; 104:44-52. [PMID: 27108364 DOI: 10.1016/j.ijpsycho.2016.04.004] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2015] [Revised: 04/18/2016] [Accepted: 04/19/2016] [Indexed: 11/25/2022]
Abstract
OBJECTIVE The aim of our study is to examine quantitative Electroencephalogram (QEEG) differences between ADHD patients that are responders and non-responders to long-term treatment with Atomoxetine at baseline and after 6 and 12months of treatment. Patients with attention deficit hyperactivity disorder (ADHD) received atomoxetine titrated, over 7days, from 0.5 to 1.2mg/kg/day. QEEG and Swanson, Nolan, and Pelham-IV Questionnaire (SNAP-IV) scores were recorded before treatment and after therapy. METHODS Twenty minutes of eyes closed resting EEG was recorded from 19 electrodes referenced to linked earlobes. Full frequency and narrow band spectra of two minutes of artifact-free EEG were computed as well as source localization using Variable Resolution Electrical Tomography (VARETA). Abnormalities were identified using Z-spectra relative to normative values. RESULTS Patients were classified as responders, non-responders and partial responders based upon the SNAP-IV findings. At baseline, the responders showed increased absolute power in alpha and delta in frontal and temporal regions, whereas, non-responders showed increased absolute power in all frequency bands that was widely distributed. With treatment responders' absolute power values moved toward normal values, whereas, non-responders remained at baseline values. CONCLUSIONS Patients with increased power in the alpha band with no evidence of alterations in the beta or theta range, might be responders to treatment with atomoxetine. Increased power in the beta band coupled with increased alpha seems to be related to non-responders and one should consider atomoxetine withdrawal, especially if there is persistence of increased alpha and beta accompanied by an increase of theta.
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Affiliation(s)
- Giuseppe Augusto Chiarenza
- Child and Adolescent Neuropsychiatry Dept., Rho Hospital, Milan, Italy; International Center Learning, Attention and Hyperactivity Disorders (CIDAAI), Milan, Italy.
| | - Robert Chabot
- Brain Research Laboratories, Dept. Psychiatry, New York University, NY, United States
| | - Robert Isenhart
- Brain Research Laboratories, Dept. Psychiatry, New York University, NY, United States
| | - Luciano Montaldi
- Child and Adolescent Neuropsychiatry Dept., Rho Hospital, Milan, Italy; International Center Learning, Attention and Hyperactivity Disorders (CIDAAI), Milan, Italy
| | - Marco Paolo Chiarenza
- International Center Learning, Attention and Hyperactivity Disorders (CIDAAI), Milan, Italy
| | - Maria Grazia Lo Torto
- Child and Adolescent Neuropsychiatry Dept., Rho Hospital, Milan, Italy; International Center Learning, Attention and Hyperactivity Disorders (CIDAAI), Milan, Italy
| | - Leslie S Prichep
- Brain Research Laboratories, Dept. Psychiatry, New York University, NY, United States
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14
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Solé Puig M, Pérez Zapata L, Puigcerver L, Esperalba Iglesias N, Sanchez Garcia C, Romeo A, Cañete Crespillo J, Supèr H. Attention-Related Eye Vergence Measured in Children with Attention Deficit Hyperactivity Disorder. PLoS One 2015; 10:e0145281. [PMID: 26694162 PMCID: PMC4690612 DOI: 10.1371/journal.pone.0145281] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2015] [Accepted: 12/01/2015] [Indexed: 02/03/2023] Open
Abstract
Recent evidence shows a novel role for eye vergence in orienting attention in adult subjects. Here we investigated whether such modulation in eye vergence by attention is present in children and whether it is altered in children with ADHD compared to control subjects. We therefore measured the angle of eye vergence in children previously diagnosed with ADHD while performing a cue task and compared the results to those from age-matched controls. We observed a strong modulation in the angle of vergence in the control group and a weak modulation in the ADHD group. In addition, in the control group the modulation in eye vergence was different between the informative cue and uninformative cue condition. This difference was less noticeable in the ADHD group. Our study supports the observation of deficient binocular vision in ADHD children. We argue that the observed disruption in vergence modulation in ADHD children is manifest of altered cognitive processing of sensory information. Our work may provide new insights into attention disorders, like ADHD.
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Affiliation(s)
- Maria Solé Puig
- Dept Basic Psychology, Faculty of Psychology, University of Barcelona (UB), Barcelona, Spain
| | - Laura Pérez Zapata
- Dept Basic Psychology, Faculty of Psychology, University of Barcelona (UB), Barcelona, Spain
| | - Laura Puigcerver
- Dept Basic Psychology, Faculty of Psychology, University of Barcelona (UB), Barcelona, Spain
- Hospital Sant Joan de Deu (HSJD), Barcelona, Spain
| | | | | | - August Romeo
- Dept Basic Psychology, Faculty of Psychology, University of Barcelona (UB), Barcelona, Spain
| | | | - Hans Supèr
- Dept Basic Psychology, Faculty of Psychology, University of Barcelona (UB), Barcelona, Spain
- Institute for Brain, Cognition and Behavior (IR3C), Barcelona, Spain
- Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Spain
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Zarafshan H, Khaleghi A, Mohammadi MR, Moeini M, Malmir N. Electroencephalogram complexity analysis in children with attention-deficit/hyperactivity disorder during a visual cognitive task. J Clin Exp Neuropsychol 2015; 38:361-9. [PMID: 26678277 DOI: 10.1080/13803395.2015.1119252] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
OBJECTIVE The aim of this study was to investigate electroencephalogram (EEG) dynamics using complexity analysis in children with attention-deficit/hyperactivity disorder (ADHD) compared with healthy control children when performing a cognitive task. METHOD Thirty 7-12-year-old children meeting Diagnostic and Statistical Manual of Mental Disorders-Fifth Edition (DSM-5) criteria for ADHD and 30 healthy control children underwent an EEG evaluation during a cognitive task, and Lempel-Ziv complexity (LZC) values were computed. There were no significant differences between ADHD and control groups on age and gender. RESULTS The mean LZC of the ADHD children was significantly larger than healthy children over the right anterior and right posterior regions during the cognitive performance. In the ADHD group, complexity of the right hemisphere was higher than that of the left hemisphere, but the complexity of the left hemisphere was higher than that of the right hemisphere in the normal group. CONCLUSION Although fronto-striatal dysfunction is considered conclusive evidence for the pathophysiology of ADHD, our arithmetic mental task has provided evidence of structural and functional changes in the posterior regions and probably cerebellum in ADHD.
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Affiliation(s)
- Hadi Zarafshan
- a Psychiatry & Psychology Research Center , Tehran University of Medical Sciences , Tehran , Iran
| | - Ali Khaleghi
- a Psychiatry & Psychology Research Center , Tehran University of Medical Sciences , Tehran , Iran.,b Department of Biomedical Engineering , Science and Research Branch, Islamic Azad University , Tehran , Iran
| | - Mohammad Reza Mohammadi
- a Psychiatry & Psychology Research Center , Tehran University of Medical Sciences , Tehran , Iran
| | - Mahdi Moeini
- a Psychiatry & Psychology Research Center , Tehran University of Medical Sciences , Tehran , Iran
| | - Nastaran Malmir
- a Psychiatry & Psychology Research Center , Tehran University of Medical Sciences , Tehran , Iran
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Wehmeier PM, Kipp L, Banaschewski T, Dittmann RW, Schacht A. Does Comorbid Disruptive Behavior Modify the Effects of Atomoxetine on ADHD Symptoms as Measured by a Continuous Performance Test and a Motion Tracking Device? J Atten Disord 2015; 19:591-602. [PMID: 22930789 DOI: 10.1177/1087054712456739] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE To compare the reduction of ADHD symptoms under atomoxetine in patients with and without comorbid oppositional defiant disorder (ODD) or conduct disorder (CD) using a computer-based continuous performance test (cb-CPT) combined with an infrared motion tracking (MT) device. METHOD Secondary analysis of a placebo-controlled study in ADHD patients (6-12 years old) treated with atomoxetine (target dose: 1.2 mg/kg per day). Cb-CPT/MT scores were analyzed using ANCOVA (last observation carried forward [LOCF]). RESULTS The data (N = 125) suggested a more pronounced atomoxetine effect in the group with comorbid ODD/CD as measured by all cb-CPT/MT parameters except for "normalized variation of reaction time" (nVRT). CONCLUSION The results showed that atomoxetine reduced ADHD severity as measured by cb-CPT and MT parameters regardless of whether comorbid ODD/CD was present. The treatment effect of atomoxetine on hyperactivity appears to be more pronounced in the subgroup of patients with comorbid ODD/CD than in the subgroup without this comorbidity.
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Affiliation(s)
- Peter M Wehmeier
- Department of Child and Adolescent Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Germany Vitos Hospital for Psychiatry and Psychotherapy, Weilmuenster, Germany
| | - Laura Kipp
- Department of Child and Adolescent Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Germany
| | - Tobias Banaschewski
- Department of Child and Adolescent Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Germany
| | - Ralf W Dittmann
- Eli Lilly Endowed Chair of Pediatric Psychopharmacology at the Department of Child and Adolescent Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Germany
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Koberda JL, Koberda P, Moses A, Winslow J, Bienkiewicz A, Koberda L. Z-Score LORETA Neurofeedback as a Potential Therapy for ADHD. ACTA ACUST UNITED AC 2014. [DOI: 10.5298/1081-5937-42.2.05] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Attention deficit hyperactivity disorder (ADHD) is a disorder of relatively high prevalence and frequently contributes to poor school and work performance. Neurofeedback (NFB) has proven to be an effective therapeutic modality in the treatment of ADHD. Recently introduced z-score LORETA neurofeedback offers promise as a tool, and appears to provide a more efficient therapy than standard two-channel neurofeedback. This advantage is based on the ability to train 19 channels simultaneously, and the ability to directly target an electrically dysregulated area of the brain, which may be more difficult to access with standard neurofeedback therapy (areas addressed with LORETA neurofeedback include the cingulate gyrus and hippocampal structures). This paper presents our experience with Z-score LORETA neurofeedback in the treatment of ADHD.
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Affiliation(s)
| | | | - Andrew Moses
- Tallahassee Neurobalance Center, Tallahassee, FL
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18
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Coben R, Mohammad-Rezazadeh I, Cannon RL. Using quantitative and analytic EEG methods in the understanding of connectivity in autism spectrum disorders: a theory of mixed over- and under-connectivity. Front Hum Neurosci 2014; 8:45. [PMID: 24616679 PMCID: PMC3935255 DOI: 10.3389/fnhum.2014.00045] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2013] [Accepted: 01/20/2014] [Indexed: 11/30/2022] Open
Abstract
Neuroimaging technologies and research has shown that autism is largely a disorder of neuronal connectivity. While advanced work is being done with fMRI, MRI-DTI, SPECT and other forms of structural and functional connectivity analyses, the use of EEG for these purposes is of additional great utility. Cantor et al. (1986) were the first to examine the utility of pairwise coherence measures for depicting connectivity impairments in autism. Since that time research has shown a combination of mixed over and under-connectivity that is at the heart of the primary symptoms of this multifaceted disorder. Nevertheless, there is reason to believe that these simplistic pairwise measurements under represent the true and quite complicated picture of connectivity anomalies in these persons. We have presented three different forms of multivariate connectivity analysis with increasing levels of sophistication (including one based on principle components analysis, sLORETA source coherence, and Granger causality) to present a hypothesis that more advanced statistical approaches to EEG coherence analysis may provide more detailed and accurate information than pairwise measurements. A single case study is examined with findings from MR-DTI, pairwise and coherence and these three forms of multivariate coherence analysis. In this case pairwise coherences did not resemble structural connectivity, whereas multivariate measures did. The possible advantages and disadvantages of different techniques are discussed. Future work in this area will be important to determine the validity and utility of these techniques.
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Affiliation(s)
- Robert Coben
- Neurorehabilitation and Neuropsychological ServicesMassapequa Park, NY, USA
- Integrated Neuroscience ServicesFayetteville, AR, USA
| | - Iman Mohammad-Rezazadeh
- Center for Mind and Brain, University of CaliforniaDavis, CA, USA
- Semel Institute for Neuroscience and Human Behavior, University of CaliforniaLos Angeles, CA, USA
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Wehmeier PM, Dittmann RW, Banaschewski T, Schacht A. Does stimulant pretreatment modify atomoxetine effects on core symptoms of ADHD in children assessed by quantitative measurement technology? J Atten Disord 2014; 18:105-16. [PMID: 22617861 DOI: 10.1177/1087054712445184] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
OBJECTIVE To compare the reduction of ADHD symptoms under atomoxetine (ATX) in patients with and without pretreatment with a stimulant medication using a computer-based Continuous Performance Test (cb-CPT) combined with an infrared motion tracking (MT) device. METHOD Double-blind, placebo-controlled study in ADHD patients (6-12 years) treated with ATX (target dose = 1.2 mg/kg per day). The cb-CPT/MT scores were analyzed using ANCOVA (last observation carried forward). RESULTS Patient data (n = 125) suggested a differential ATX treatment effect between pretreated and stimulant-naïve patients in terms of three cb-CPT/MT parameters. CONCLUSION This secondary analysis provided evidence that ATX reduced ADHD symptom severity measured by cb-CPT/MT parameters regardless of stimulant pretreatment. A few differential effects were seen based on the cb-CPT/MT. However, no clear pattern could be identified and, overall, the observed differences have no larger clinical relevance. The ATX effect in this study seemed to be largely independent of any previous exposure to stimulants.
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Affiliation(s)
- Peter M Wehmeier
- 1Department of Child and Adolescent Psychiatry, Central Institute of Mental Health, Mannheim, University of Heidelberg, Germany
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20
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Ponomarev VA, Mueller A, Candrian G, Grin-Yatsenko VA, Kropotov JD. Group Independent Component Analysis (gICA) and Current Source Density (CSD) in the study of EEG in ADHD adults. Clin Neurophysiol 2014; 125:83-97. [DOI: 10.1016/j.clinph.2013.06.015] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2011] [Revised: 06/14/2013] [Accepted: 06/21/2013] [Indexed: 11/15/2022]
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Resting-state EEG theta activity and risk learning: sensitivity to reward or punishment? Int J Psychophysiol 2013; 91:172-7. [PMID: 24184042 DOI: 10.1016/j.ijpsycho.2013.10.013] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2013] [Revised: 10/18/2013] [Accepted: 10/22/2013] [Indexed: 11/21/2022]
Abstract
Increased theta (4-7 Hz)-beta (13-30 Hz) power ratio in resting state electroencephalography (EEG) has been associated with risky disadvantageous decision making and with impaired reinforcement learning. However, the specific contributions of theta and beta power in risky decision making remain unclear. The first aim of the present study was to replicate the earlier found relationship and examine the specific contributions of theta and beta power in risky decision making using the Iowa Gambling Task. The second aim of the study was to examine whether the relation were associated with differences in reward or punishment sensitivity. We replicated the earlier found relationship by showing a positive association between theta/beta ratio and risky decision making. This correlation was mainly driven by theta oscillations. Furthermore, theta power correlated with reward motivated learning, but not with punishment learning. The present results replicate and extend earlier findings by providing novel insights into the relation between thetabeta ratios and risky decision making. Specifically, findings show that resting-state theta activity is correlated with reinforcement learning, and that this association may be explained by differences in reward sensitivity.
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22
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Koberda JL, Moses A, Koberda P, Koberda L. Clinical advantages of quantitative electroencephalogram (QEEG)-electrical neuroimaging application in general neurology practice. Clin EEG Neurosci 2013; 44:273-85. [PMID: 23536380 DOI: 10.1177/1550059412475291] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
QEEG-electrical neuroimaging has been underutilized in general neurology practice for uncertain reasons. Recent advances in computer technology have made this electrophysiological testing relatively inexpensive. Therefore, this study was conducted to evaluate the clinical usefulness of QEEG/electrical neuroimaging in neurological practice. Over the period of approximately 6 months, 100 consecutive QEEG recordings were analyzed for potential clinical benefits. The patients who completed QEEG were divided into 5 groups based on their initial clinical presentation. The main groups included patients with seizures, headaches, post-concussion syndrome, cognitive problems, and behavioral dysfunctions. Subsequently, cases were reviewed and a decision was made as to whether QEEG analysis contributed to the diagnosis and/or furthered patient's treatment. Selected and representative cases from each group are presented in more detail, including electrical neuroimaging with additional low-resolution electromagnetic tomography analysis or using computerized cognitive testing. Statistical analysis showed that QEEG analysis contributed to 95% of neurological cases, which indicates great potential for wider application of this modality in general neurology. Many patients also began neurotherapy, depending on the patient's desire to be involved in this treatment modality.
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Kean JD, Camfield D, Sarris J, Kras M, Silberstein R, Scholey A, Stough C. A randomized controlled trial investigating the effects of PCSO-524, a patented oil extract of the New Zealand green lipped mussel (Perna canaliculus), on the behaviour, mood, cognition and neurophysiology of children and adolescents (aged 6-14 years) experiencing clinical and sub-clinical levels of hyperactivity and inattention: study protocol ACTRN12610000978066. Nutr J 2013; 12:100. [PMID: 23866813 PMCID: PMC3726332 DOI: 10.1186/1475-2891-12-100] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2012] [Accepted: 06/10/2013] [Indexed: 11/30/2022] Open
Abstract
Background The prevalence rate of attention-deficit/hyperactivity disorder (ADHD) within Western cultures is between 5% and 12%, and is the most common psychiatric illness among school-aged children, with an estimated 50% of these children retaining ADHD symptoms for the rest of their lives. Children with ADHD have lower blood levels of long-chain Poly Unsaturated Fatty Acids (LC PUFAs) compared with children without ADHD, and following PUFA supplementation, have shown improvements in ADHD-related symptoms. One highly promising marine based LC PUFA preparation is the Omega-3-rich Lyprinol/Omega XL which is a natural formulation containing standardised lipid extract of the New Zealand green lipped mussel (Perna canaliculus) known as PCSO-524® which contains a unique combination of free fatty acids, sterol esters, polar lipids and carotenoids. It is this unique combination of marine lipids that may assist in correcting the decreased levels of LC PUFA levels in children with symptoms of ADHD. The compound is a mixture belonging to a lipid group called sterol esters (SE). The fatty acids in the SE fraction are mainly myristic acid, palmitic acid, palmitoleic acid, stearic acid, oleic acid, linoleic acid, eicosapentaenoic acid (EPA), and docosahexaenoic acid (DHA). Lyprinol/Omega XL has previously been shown to contain a potent group of Omega-3 lipids that block the 5 - lipoxygenase metabolic pathway responsible for inflammation in the body. Methods A randomized double blind placebo controlled trial will be utilized to assess the effects of 14 weeks administration of Lyprinol/Omega XL versus placebo in 150 children aged 6 to 14 years with high levels of hyperactivity and inattention. Additionally, a range of cognitive, mood and central electrophysiological measures will be undertaken during the 14 week supplementation trial. The primary outcome measure, the Conners’ Parent Rating Scales will be completed initially at baseline, then in weeks 4, 8, 10, 14 and then again at 4 weeks post-administration (week 18). The results will contribute to our understanding of the efficacy of marine based Omega-3 s with high anti-inflammatory actions on inattention and hyperactivity in children aged 6 to 14 years.
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Baseline EEG theta/beta ratio and punishment sensitivity as biomarkers for feedback-related negativity (FRN) and risk-taking. Clin Neurophysiol 2012; 123:1958-65. [DOI: 10.1016/j.clinph.2012.03.005] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2010] [Revised: 03/08/2012] [Accepted: 03/10/2012] [Indexed: 11/19/2022]
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Does atomoxetine improve executive function, inhibitory control, and hyperactivity? Results from a placebo-controlled trial using quantitative measurement technology. J Clin Psychopharmacol 2012; 32:653-60. [PMID: 22926599 DOI: 10.1097/jcp.0b013e318267c304] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
The primary objective of this study was to evaluate the efficacy of atomoxetine (ATX) on attention-deficit/hyperactivity disorder (ADHD)-related symptoms assessed as standard variables of a computer-based continuous performance test (cb-CPT) combined with a motion-tracking (MT) device. This was a 2-arm, 8-week, randomized, double-blind, placebo-controlled study in patients with ADHD (6-12 years). Therapy with ATX started with 0.5 mg/kg per day for 1 week, followed by 7 weeks on the target dosage of 1.2 mg/kg per day. Primary outcomes were cb-CPT/MT standard scores after 8 weeks using mixed models for repeated measurements. In addition, investigator-rated ADHD Rating Scale (ADHD-RS), Weekly Ratings of Evening and Morning Behavior (WREMB), and Clinical Global Impression - Severity-ADHD (CGI-S-ADHD) scores were assessed. Of 128 patients randomized, 125 were evaluated (ATX/placebo: 63/62). Baseline characteristics were comparable in both groups (overall, 80.2% boys; mean [SD] age, 9.0 [1.79] years; comorbid Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition diagnosis, 40.0% oppositional defiant disorder/conduct disorder; prior stimulant treatment, 24.8%; ADHD-RS total score, 36.99 [11.56]). At week 8, all cb-CPT/MT q-scores were significantly reduced versus placebo (all P < 0.001) with effect sizes (ESs) of reaction time (RT) variation (ES = 0.71), mean RT (ES = 0.41), number of microevents (ES = 1.00), commission error rate (ES = 0.50), distance of movement (ES = 0.90), area of movement (ES = 1.08), omission error rate (ES = 0.70), time active (ES = 0.69), motion simplicity (ES = 0.38), and normalized variance of RT (ES = 0.50). Secondary end points also improved significantly in favor of ATX: ADHD-RS (total score ES = 1.30, P < 0.001; hyperactivity/impulsivity subscore ES = 1.37, P < 0.001; inattention subscore ES = 1.07, P < 0.001), WREMB (total score ES = 1.00, P < 0.001; morning subscore ES = 0.59, P = 0.002; evening subscore ES = 1.02, P < 0.001), CGI-S-ADHD (ES = 1.11, P < 0.001). The results of this study show that ATX for 8 weeks significantly reduced ADHD-related symptoms as measured by the cb-CPT/MT.
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Koberda JL, Hillier DS, Jones B, Moses A, Koberda L. Application of Neurofeedback in General Neurology Practice. ACTA ACUST UNITED AC 2012. [DOI: 10.1080/10874208.2012.705770] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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FREITAS DA ROCHA ARMANDO, BURATTINI MARCELONASCIMENTO, ROCHA FÁBIOTHEOTO, MASSAD EDUARDO. A NEUROECONOMIC MODELING OF ATTENTION-DEFICIT/HYPERACTIVITY DISORDER (ADHD). J BIOL SYST 2011. [DOI: 10.1142/s021833900900306x] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
In this paper we present a new neuroeconomics model for decision-making applied to the Attention-Deficit/Hyperactivity Disorder (ADHD). The model is based on the hypothesis that decision-making is dependent on the evaluation of expected rewards and risks assessed simultaneously in two decision spaces: the personal (PDS) and the interpersonal emotional spaces (IDS). Motivation to act is triggered by necessities identified in PDS or IDS. The adequacy of an action in fulfilling a given necessity is assumed to be dependent on the expected reward and risk evaluated in the decision spaces. Conflict generated by expected reward and risk influences the easiness (cognitive effort) and the future perspective of the decision-making. Finally, the willingness (not) to act is proposed to be a function of the expected reward (or risk), adequacy, easiness and future perspective. The two most frequent clinical forms are ADHD hyperactive(AD/HDhyp) and ADHD inattentive(AD/HDdin). AD/HDhyp behavior is hypothesized to be a consequence of experiencing high rewarding expectancies for short periods of time, low risk evaluation, and short future perspective for decision-making. AD/HDin is hypothesized to be a consequence of experiencing high rewarding expectancies for long periods of time, low risk evaluation, and long future perspective for decision-making.
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Affiliation(s)
| | | | - FÁBIO THEOTO ROCHA
- School of Medicine, University of São Paulo, Rua Teodoro Sampaio 115, CEP 05405-000, SP, Brazil
| | - EDUARDO MASSAD
- School of Medicine, University of São Paulo, Rua Teodoro Sampaio 115, CEP 05405-000, SP, Brazil
- London School of Hygiene and Tropical Medicine, UK
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Wehmeier PM, Schacht A, Wolff C, Otto WR, Dittmann RW, Banaschewski T. Neuropsychological outcomes across the day in children with attention-deficit/hyperactivity disorder treated with atomoxetine: results from a placebo-controlled study using a computer-based continuous performance test combined with an infra-red motion-tracking device. J Child Adolesc Psychopharmacol 2011; 21:433-44. [PMID: 22040189 DOI: 10.1089/cap.2010.0142] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
The effect of atomoxetine (ATX) on executive function has been assessed by means of questionnaires only. The aim of this study was therefore to evaluate the efficacy of ATX using standard variables of a computer-based continuous performance test (cb-CPT) combined with an infra-red motion-tracking device at different times of the day. One hundred twenty-eight girls and boys aged 6 to 12 years with a diagnosis of ADHD according to DSM-IV-TR criteria were randomized in the study. The primary efficacy measures were the q-scores of the cb-CPT combined with an infra-red motion-tracking device. The test comprises 13 neuropsychological variables that can be taken to reflect hyperactivity, inattention, or impulsivity. One hundred five patients completed the study (ATX group: n=54; placebo group: n=51). ATX (target dose 1.2 mg/kg/day) over 8 weeks was significantly superior to placebo in reducing hyperactivity, inattention, and impulsivity as measured by q-scores of 10 primary variables of the cb-CPT. Both groups of patients showed a circadian pattern of neuropsychological outcomes across the day as reflected by the cb-CPT combined with an infra-red motion-tracking device. In summary, this study demonstrated a positive effect of ATX on some aspects of executive function, inhibitory control, and hyperactivity compared with placebo.
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Affiliation(s)
- Peter M Wehmeier
- Department of Child and Adolescent Psychiatry, Central Institute of Mental Health, University of Heidelberg, Mannheim, Germany.
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Bronfeld M, Bar-Gad I. Loss of specificity in Basal Ganglia related movement disorders. Front Syst Neurosci 2011; 5:38. [PMID: 21687797 PMCID: PMC3108383 DOI: 10.3389/fnsys.2011.00038] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2011] [Accepted: 05/20/2011] [Indexed: 01/08/2023] Open
Abstract
The basal ganglia (BG) are a group of interconnected nuclei which play a pivotal part in limbic, associative, and motor functions. This role is mirrored by the wide range of motor and behavioral abnormalities directly resulting from dysfunction of the BG. Studies of normal behavior have found that BG neurons tend to phasically modulate their activity in relation to different behavioral events. In the normal BG, this modulation is highly specific, with each neuron related only to a small subset of behavioral events depending on specific combinations of movement parameters and context. In many pathological conditions involving BG dysfunction and motor abnormalities, this neuronal specificity is lost. Loss of specificity (LOS) manifests in neuronal activity related to a larger spectrum of events and consequently a large overlap of movement-related activation patterns between different neurons. We review the existing evidence for LOS in BG-related movement disorders, the possible neural mechanisms underlying LOS, its effects on frequently used measures of neuronal activity and its relation to theoretical models of the BG. The prevalence of LOS in a many BG-related disorders suggests that neuronal specificity may represent a key feature of normal information processing in the BG system. Thus, the concept of neuronal specificity may underlie a unifying conceptual framework for the BG role in normal and abnormal motor control.
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Affiliation(s)
- Maya Bronfeld
- The Leslie and Susan Gonda (Goldschmied) Multidisciplinary Brain Research Center, Bar-Ilan UniversityRamat-Gan, Israel
| | - Izhar Bar-Gad
- The Leslie and Susan Gonda (Goldschmied) Multidisciplinary Brain Research Center, Bar-Ilan UniversityRamat-Gan, Israel
- The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan UniversityRamat-Gan, Israel
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Sander C, Arns M, Olbrich S, Hegerl U. EEG-vigilance and response to stimulants in paediatric patients with attention deficit/hyperactivity disorder. Clin Neurophysiol 2010; 121:1511-1518. [PMID: 20382071 DOI: 10.1016/j.clinph.2010.03.021] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2009] [Revised: 01/06/2010] [Accepted: 03/20/2010] [Indexed: 10/19/2022]
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Quik EH, van Dam PS, Kenemans JL. Growth hormone and selective attention: a review. Neurosci Biobehav Rev 2010; 34:1137-43. [PMID: 20060855 DOI: 10.1016/j.neubiorev.2010.01.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2009] [Revised: 12/29/2009] [Accepted: 01/04/2010] [Indexed: 11/16/2022]
Abstract
INTRODUCTION The relation between growth hormone (GH) secretion and general cognitive function has been established. General cognitive functioning depends on core functions including selective attention, which have not been addressed specifically in relation to GH. The present review addresses current insights about specific effects of growth hormone deficiency (GHD) on varieties of selective attention, as well as effects of GH suppletion. MATERIALS AND METHODS Studies investigating relationships between GH status and valid measures of selective or divided attention were reviewed. RESULTS AND DISCUSSION There are no indications that GHD is characterized by impaired attribute selection, interference control, or attentional switching. In contrast, a few studies point to a deficit in integrated processing of multiple dimensions, as well as speed of information processing. There is also weak evidence for beneficial effects of GH replacement in the opposite direction in these domains. CONCLUSIONS The function of integrated processing of multiple stimulus dimensions may be based on neural mechanisms in the anterior cingulate cortex and its extensive connections to the hippocampus, the latter being known to be rich in GH receptors.
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Affiliation(s)
- Elise H Quik
- Department of Experimental Psychology and Psychopharmacology, Faculty of Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands.
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Yan TC, McQuillin A, Thapar A, Asherson P, Hunt SP, Stanford SC, Gurling H. NK1 (TACR1) receptor gene 'knockout' mouse phenotype predicts genetic association with ADHD. J Psychopharmacol 2010; 24:27-38. [PMID: 19204064 PMCID: PMC3943619 DOI: 10.1177/0269881108100255] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
Mice with functional genetic ablation of the Tacr1 (substance P-preferring receptor) gene (NK1R-/-) are hyperactive. Here, we investigated whether this is mimicked by NK1R antagonism and whether dopaminergic transmission is disrupted in brain regions that govern motor performance. The locomotor activity of NK1R-/- and wild-type mice was compared after treatment with an NK1R antagonist and/or psychostimulant (d-amphetamine or methylphenidate). The inactivation of NK1R (by gene mutation or receptor antagonism) induced hyperactivity in mice, which was prevented by both psychostimulants. Using in vivo microdialysis, we then compared the regulation of extracellular dopamine in the prefrontal cortex (PFC) and striatum in the two genotypes. A lack of functional NK1R reduced (>50%) spontaneous dopamine efflux in the prefrontal cortex and abolished the striatal dopamine response to d-amphetamine. These behavioural and neurochemical abnormalities in NK1R-/- mice, together with their atypical response to psychostimulants, echo attention deficit hyperactivity disorder (ADHD) in humans. These findings prompted genetic studies on the TACR1 gene (the human equivalent of NK1R) in ADHD patients in a case-control study of 450 ADHD patients and 600 screened supernormal controls. Four single-nucleotide polymorphisms (rs3771829, rs3771833, rs3771856, and rs1701137) at the TACR1 gene, previously known to be associated with bipolar disorder or alcoholism, were strongly associated with ADHD. In conclusion, our proposal that NK1R-/- mice offer a mouse model of ADHD was borne out by our human studies, which suggest that DNA sequence changes in and around the TACR1 gene increase susceptibility to this disorder.
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Affiliation(s)
- TC Yan
- Department of Neuroscience, Physiology and Pharmacology, University College London, London, UK
| | - A McQuillin
- Molecular Psychiatry Laboratory, Department of Mental Health Sciences, Royal Free & UCL School of Medicine, London, UK
| | - A Thapar
- Department of Psychological Medicine, School of Medicine, Cardiff University, Cardiff, Wales, UK
| | - P Asherson
- ADHD genetics group, MRC Social Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London, UK
| | - SP Hunt
- Department of Cell and Developmental Biology, University College London, London, UK
| | - SC Stanford
- Department of Neuroscience, Physiology and Pharmacology, University College London, London, UK
| | - H Gurling
- Molecular Psychiatry Laboratory, Department of Mental Health Sciences, Royal Free & UCL School of Medicine, London, UK
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EEG-vigilance differences between patients with borderline personality disorder, patients with obsessive-compulsive disorder and healthy controls. Eur Arch Psychiatry Clin Neurosci 2008; 258:137-43. [PMID: 17990048 DOI: 10.1007/s00406-007-0765-8] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2007] [Accepted: 09/11/2007] [Indexed: 10/22/2022]
Abstract
The regulation of brain activation, as assessed with the EEG, is a state modulated trait. A decline to lowered EEG-vigilance states has been found to be associated with emotional instability in older studies, but has not been systematically studied in patients with borderline personality disorder (BPD). Twenty unmedicated BPD patients were compared to 20 unmedicated patients with obsessive-compulsive disorder (OCD) as well as 20 healthy controls concerning their EEG-vigilance regulation over a 5-min period assessed with an algorithm classifying every artefact-free 2-s EEG segment into the EEG-vigilance state (A1-A3, B (=non-A)). If the alpha power was posterior more than 55% of the whole alpha power (anterior + posterior) in the artefact-free EEG-segments, that segment was marked as A1, if it was anterior more than 55% of the whole alpha power, as A3. For A2 the following rule was defined: Posterior or anterior alpha between 50 and 55% of the whole alpha power.BPD patients showed significantly lower rates of EEG-vigilance state A compared to OCD patients, indicating a lowered EEG-vigilance. All three groups showed a decrease in the rate of EEG-vigilance state A over the 5 min recording period in line with a lowering of vigilance. The study provides evidence for a less stable regulation of EEG-vigilance in BPD compared to OCD patients and is in line with concepts postulating that the behavioural pattern with sensation seeking and impulsivity in BPD has a compensatory and autoregulatory function to stabilize activation of the CNS.
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Dockstader C, Gaetz W, Cheyne D, Wang F, Castellanos FX, Tannock R. MEG event-related desynchronization and synchronization deficits during basic somatosensory processing in individuals with ADHD. Behav Brain Funct 2008; 4:8. [PMID: 18269747 PMCID: PMC2266931 DOI: 10.1186/1744-9081-4-8] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2007] [Accepted: 02/12/2008] [Indexed: 11/27/2022] Open
Abstract
Background Attention-Deficit/Hyperactivity Disorder (ADHD) is a prevalent, complex disorder which is characterized by symptoms of inattention, hyperactivity, and impulsivity. Convergent evidence from neurobiological studies of ADHD identifies dysfunction in fronto-striatal-cerebellar circuitry as the source of behavioural deficits. Recent studies have shown that regions governing basic sensory processing, such as the somatosensory cortex, show abnormalities in those with ADHD suggesting that these processes may also be compromised. Methods We used event-related magnetoencephalography (MEG) to examine patterns of cortical rhythms in the primary (SI) and secondary (SII) somatosensory cortices in response to median nerve stimulation, in 9 adults with ADHD and 10 healthy controls. Stimuli were brief (0.2 ms) non-painful electrical pulses presented to the median nerve in two counterbalanced conditions: unpredictable and predictable stimulus presentation. We measured changes in strength, synchronicity, and frequency of cortical rhythms. Results Healthy comparison group showed strong event-related desynchrony and synchrony in SI and SII. By contrast, those with ADHD showed significantly weaker event-related desynchrony and event-related synchrony in the alpha (8–12 Hz) and beta (15–30 Hz) bands, respectively. This was most striking during random presentation of median nerve stimulation. Adults with ADHD showed significantly shorter duration of beta rebound in both SI and SII except for when the onset of the stimulus event could be predicted. In this case, the rhythmicity of SI (but not SII) in the ADHD group did not differ from that of controls. Conclusion Our findings suggest that somatosensory processing is altered in individuals with ADHD. MEG constitutes a promising approach to profiling patterns of neural activity during the processing of sensory input (e.g., detection of a tactile stimulus, stimulus predictability) and facilitating our understanding of how basic sensory processing may underlie and/or be influenced by more complex neural networks involved in higher order processing.
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Affiliation(s)
- Colleen Dockstader
- Neurosciences and Mental Health Program, The Hospital for Sick Children, Toronto, Canada.
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Complementary and alternative medical therapies for attention-deficit/hyperactivity disorder and autism. Pediatr Clin North Am 2007; 54:983-1006; xii. [PMID: 18061787 DOI: 10.1016/j.pcl.2007.09.006] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Complementary and alternative medical (CAM) therapies are commonly used by parents for their children who have attention deficit hyperactivity disorder (ADHD) or autism spectrum disorders. The use of these therapies is well documented, yet the evidence of the safety and efficacy of these treatments in children is limited. This article describes the current evidence-based CAM therapies for ADHD and autism, focusing on nutritional interventions; natural health products, including essential fatty acids, vitamins, minerals, and other health supplements; biofeedback; and reducing environmental toxins. The CAM evidence in ADHD is addressed, as is the CAM literature in autism.
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Scott JC, Woods SP, Matt GE, Meyer RA, Heaton RK, Atkinson JH, Grant I. Neurocognitive Effects of Methamphetamine: A Critical Review and Meta-analysis. Neuropsychol Rev 2007; 17:275-97. [PMID: 17694436 DOI: 10.1007/s11065-007-9031-0] [Citation(s) in RCA: 443] [Impact Index Per Article: 26.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
This review provides a critical analysis of the central nervous system effects of acute and chronic methamphetamine (MA) use, which is linked to numerous adverse psychosocial, neuropsychiatric, and medical problems. A meta-analysis of the neuropsychological effects of MA abuse/dependence revealed broadly medium effect sizes, showing deficits in episodic memory, executive functions, information processing speed, motor skills, language, and visuoconstructional abilities. The neuropsychological deficits associated with MA abuse/dependence are interpreted with regard to their possible neural mechanisms, most notably MA-associated frontostriatal neurotoxicity. In addition, potential explanatory factors are considered, including demographics (e.g., gender), MA use characteristics (e.g., duration of abstinence), and the influence of common psychiatric (e.g., other substance-related disorders) and neuromedical (e.g., HIV infection) comorbidities. Finally, these findings are discussed with respect to their potential contribution to the clinical management of persons with MA abuse/dependence.
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Affiliation(s)
- J Cobb Scott
- Joint Doctoral Program in Clinical Psychology, San Diego State University and University of California, San Diego, CA 92120, USA
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Barry RJ, Clarke AR, Caputi P. Electrophysiology and Intelligence. Clin Neurophysiol 2005; 116:1999-2000. [PMID: 16029962 DOI: 10.1016/j.clinph.2005.05.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2005] [Accepted: 05/14/2005] [Indexed: 11/17/2022]
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