Literature DB >> 23053601

Diagnostic value of resting electroencephalogram in attention-deficit/hyperactivity disorder across the lifespan.

Martina D Liechti1, Lilian Valko, Ueli C Müller, Mirko Döhnert, Renate Drechsler, Hans-Christoph Steinhausen, Daniel Brandeis.   

Abstract

The resting electroencephalogram (EEG) reflects development and arousal, but whether it can support clinical diagnosis of attention-deficit/hyperactivity disorder (ADHD) remains controversial. Here we examined whether theta power and theta/beta ratio are consistently elevated in ADHD and younger age as proposed. Topographic 48-channel EEG from 32 children (8-16 years) and 22 adults (32-55 years) with ADHD and matched healthy controls (n = 30 children/21 adults) was compared. Following advanced artefact correction, resting EEG was tested for increased theta and theta/beta activity due to ADHD and due to normal immaturity. Discriminant analyses tested classification performance by ADHD and age using these EEG markers as well as EEG artefacts and deviant attentional event-related potentials (ERPs). No consistent theta or theta/beta increases were found with ADHD. Even multivariate analyses indicated only marginal EEG power increases in children with ADHD. Instead, consistent developmental theta decreases were observed, indicating that maturational lags of fewer than 3 years would have been detected in children. Discriminant analysis based on proposed simple spectral resting EEG markers was successful for age but not for ADHD (81 vs. 53 % accuracy). Including ERP markers and EEG artefacts improved discrimination, although not to diagnostically useful levels. The lack of consistent spectral resting EEG abnormalities in ADHD despite consistent developmental effects casts doubt upon conventional neurometric approaches towards EEG-based ADHD diagnosis, but is consistent with evidence that ADHD is a heterogeneous disorder, where the resting state is not consistently characterised by maturational lag.

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Year:  2012        PMID: 23053601     DOI: 10.1007/s10548-012-0258-6

Source DB:  PubMed          Journal:  Brain Topogr        ISSN: 0896-0267            Impact factor:   3.020


  41 in total

1.  Classification Accuracy of Neuroimaging Biomarkers in Attention-Deficit/Hyperactivity Disorder: Effects of Sample Size and Circular Analysis.

Authors:  Alfredo A Pulini; Wesley T Kerr; Sandra K Loo; Agatha Lenartowicz
Journal:  Biol Psychiatry Cogn Neurosci Neuroimaging       Date:  2018-06-27

Review 2.  Use of EEG to diagnose ADHD.

Authors:  Agatha Lenartowicz; Sandra K Loo
Journal:  Curr Psychiatry Rep       Date:  2014-11       Impact factor: 5.285

3.  Effects of Acute Exercise on Resting EEG in Children with Attention-Deficit/Hyperactivity Disorder.

Authors:  Chung-Ju Huang; Ching-Wen Huang; Chiao-Ling Hung; Yu-Jung Tsai; Yu-Kai Chang; Chien-Ting Wu; Tsung-Min Hung
Journal:  Child Psychiatry Hum Dev       Date:  2018-12

4.  Quantitative EEG in attention-deficit/hyperactivity disorder: A companion payment policy review for clinicians and payers.

Authors:  Marc R Nuwer; Jeffrey Buchhalter; Katie M Shepard
Journal:  Neurol Clin Pract       Date:  2016-12

Review 5.  Electrophysiological biomarkers of diagnosis and outcome in neurodevelopmental disorders.

Authors:  Shafali S Jeste; Joel Frohlich; Sandra K Loo
Journal:  Curr Opin Neurol       Date:  2015-04       Impact factor: 5.710

6.  Behavioral effects of neurofeedback in adolescents with ADHD: a randomized controlled trial.

Authors:  Marleen Bink; Chijs van Nieuwenhuizen; Arne Popma; Ilja L Bongers; Geert J M van Boxtel
Journal:  Eur Child Adolesc Psychiatry       Date:  2014-12-05       Impact factor: 4.785

7.  What Has Been Learned from Using EEG Methods in Research of ADHD?

Authors:  Gráinne McLoughlin; Máté Gyurkovics; Ümit Aydin
Journal:  Curr Top Behav Neurosci       Date:  2022

Review 8.  Aberrant Modulation of Brain Oscillatory Activity and Attentional Impairment in Attention-Deficit/Hyperactivity Disorder.

Authors:  Agatha Lenartowicz; Ali Mazaheri; Ole Jensen; Sandra K Loo
Journal:  Biol Psychiatry Cogn Neurosci Neuroimaging       Date:  2017-10-06

9.  Diagnosis of attention deficit hyperactivity disorder using non-linear analysis of the EEG signal.

Authors:  Yasaman Kiani Boroujeni; Ali Asghar Rastegari; Hamed Khodadadi
Journal:  IET Syst Biol       Date:  2019-10       Impact factor: 1.615

Review 10.  Research Review: Use of EEG biomarkers in child psychiatry research - current state and future directions.

Authors:  Sandra K Loo; Agatha Lenartowicz; Scott Makeig
Journal:  J Child Psychol Psychiatry       Date:  2015-06-23       Impact factor: 8.265

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