EEG Data Quality: Determinants and Impact in a Multicenter Study of Children, Adolescents, and Adults with Attention-Deficit/Hyperactivity Disorder (ADHD).

artifacts attention-deficit/hyperactivity disorder (ADHD) data quality electroencephalography (EEG) multicenter study

Journal

Brain sciences
ISSN: 2076-3425
Titre abrégé: Brain Sci
Pays: Switzerland
ID NLM: 101598646

Informations de publication

Date de publication:
10 Feb 2021
Historique:
received: 30 11 2020
revised: 15 01 2021
accepted: 22 01 2021
entrez: 13 2 2021
pubmed: 14 2 2021
medline: 14 2 2021
Statut: epublish

Résumé

Electroencephalography (EEG) represents a widely established method for assessing altered and typically developing brain function. However, systematic studies on EEG data quality, its correlates, and consequences are scarce. To address this research gap, the current study focused on the percentage of artifact-free segments after standard EEG pre-processing as a data quality index. We analyzed participant-related and methodological influences, and validity by replicating landmark EEG effects. Further, effects of data quality on spectral power analyses beyond participant-related characteristics were explored. EEG data from a multicenter ADHD-cohort (age range 6 to 45 years), and a non-ADHD school-age control group were analyzed (n

Identifiants

DOI: 10.3390/brainsci11020214 PMID: 33578741 PMC: PMC7916500
pubmed: 33578741
pii: brainsci11020214
doi: 10.3390/brainsci11020214
pmc: PMC7916500
pii:
doi:

Types de publication

Journal Article

Langues

eng

Subventions

Organisme : German Federal Ministry of Education and Research
ID : FKZ 01EE1408E

Références

Annu Int Conf IEEE Eng Med Biol Soc. 2013;2013:547-50
pubmed: 24109745
Neuroimage. 2011 Jun 1;56(3):1493-505
pubmed: 21349336
Trials. 2020 Jan 9;21(1):56
pubmed: 31918739
Curr Biol. 2019 Feb 4;29(3):R80-R85
pubmed: 30721678
Trials. 2018 Apr 27;19(1):254
pubmed: 29703226
Biol Psychol. 2017 Oct;129:293-304
pubmed: 28943465
Trials. 2018 May 18;19(1):280
pubmed: 29776383
Biol Psychiatry. 1999 Dec 15;46(12):1690-7
pubmed: 10624551
Neuroimage. 2018 Jul 15;175:176-187
pubmed: 29526744
J Am Acad Child Adolesc Psychiatry. 2017 Jan;56(1):40-50
pubmed: 27993227
BMC Psychiatry. 2019 Aug 1;19(1):237
pubmed: 31370811
Biol Psychiatry. 2010 Apr 1;67(7):608-16
pubmed: 19811774
Neuroimage. 2019 Oct 15;200:460-473
pubmed: 31233907
Neurosci Biobehav Rev. 2020 May;112:117-134
pubmed: 31991190
Brain Topogr. 2013 Jan;26(1):135-51
pubmed: 23053601
Brain Topogr. 2017 May;30(3):320-332
pubmed: 28289850
Front Neurosci. 2018 Feb 27;12:97
pubmed: 29535597
J Neurosci Methods. 2021 Jan 1;347:108961
pubmed: 33038417
Neuroimage. 2020 Mar;208:116408
pubmed: 31790751
BMC Psychiatry. 2017 Jul 24;17(1):269
pubmed: 28738794
Clin Neurophysiol. 2004 Apr;115(4):973-81
pubmed: 15003781
Psychophysiology. 2018 Jun;55(6):e13049
pubmed: 29266241
Biol Psychiatry Cogn Neurosci Neuroimaging. 2016 Mar 1;1(2):110-115
pubmed: 27004261
Psychophysiology. 2010 Sep;47(5):888-904
pubmed: 20374541
Comput Assist Surg (Abingdon). 2019 Oct;24(sup1):167-173
pubmed: 30620225
Clin Neurophysiol. 2009 Oct;120(10):1806-11
pubmed: 19748828
Clin Neurophysiol. 2019 Aug;130(8):1256-1262
pubmed: 31163371
Int J Psychophysiol. 2017 Jan;111:57-67
pubmed: 27619493
Neurosci Biobehav Rev. 2019 Jan;96:93-115
pubmed: 30367918
Clin Neurophysiol. 2001 May;112(5):806-14
pubmed: 11336896
Psychophysiology. 2013 Feb;50(2):174-86
pubmed: 23216521
Clin Neurophysiol. 2007 Dec;118(12):2765-73
pubmed: 17911042
Psychophysiology. 2020 Jun;57(6):e13580
pubmed: 32293719
Psychol Med. 2013 Sep;43(9):1997-2011
pubmed: 23200032
IEEE Trans Neural Syst Rehabil Eng. 2019 Feb;27(2):244-255
pubmed: 30668501
Clin Neurophysiol. 2014 Aug;125(8):1626-38
pubmed: 24582383
Neuroimage. 2021 Jan 15;225:117465
pubmed: 33099010
Clin Neurophysiol. 2003 Sep;114(9):1580-93
pubmed: 12948787
Clin Neurophysiol. 2001 May;112(5):815-26
pubmed: 11336897
Electroencephalogr Clin Neurophysiol. 1983 Apr;55(4):468-84
pubmed: 6187540
Res Autism Spectr Disord. 2019 Jan;57:132-144
pubmed: 31223334
J Psychiatr Res. 2016 Nov;82:91-9
pubmed: 27478936
PLoS One. 2015 Nov 04;10(11):e0141995
pubmed: 26536036
Clin Neurophysiol. 2020 Jul;131(7):1463-1479
pubmed: 32387965

Auteurs

Anna Kaiser (A)

Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim/Heidelberg University, 68159 Mannheim, Germany.

Pascal-M Aggensteiner (PM)

Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim/Heidelberg University, 68159 Mannheim, Germany.

Martin Holtmann (M)

LWL-University Hospital for Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, Ruhr University Bochum, 59071 Hamm, Germany.

Andreas Fallgatter (A)

Tübingen University Hospital for Psychiatry and Psychotherapy, 72076 Tübingen, Germany.

Marcel Romanos (M)

Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Center of Mental Health, University Hospital of Würzburg, 97080 Würzburg, Germany.

Karina Abenova (K)

Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim/Heidelberg University, 68159 Mannheim, Germany.
ORCID: 0000-0002-0902-0628

Barbara Alm (B)

Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim/Heidelberg University, 68159 Mannheim, Germany.

Katja Becker (K)

Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Medical Faculty Philipps-University Marburg and University Hospital Marburg, 35039 Marburg, Germany.
Center for Mind, Brain and Behavior (CMBB), University of Marburg and Justus Liebig University Giessen, 35032 Marburg, Germany.
ORCID: 0000-0003-4858-5127

Manfred Döpfner (M)

Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany.
ORCID: 0000-0002-7929-0463

Thomas Ethofer (T)

Tübingen University Hospital for Psychiatry and Psychotherapy, 72076 Tübingen, Germany.

Christine M Freitag (CM)

Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt, Goethe University, 60323 Frankfurt am Main, Germany.

Julia Geissler (J)

Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Center of Mental Health, University Hospital of Würzburg, 97080 Würzburg, Germany.

Johannes Hebebrand (J)

Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Essen, University of Duisburg-Essen, 45147 Essen, Germany.

Michael Huss (M)

Department of Child and Adolescent Psychiatry, University Medical Center of the Johannes Gutenberg-University Mainz, 55131 Mainz, Germany.

Thomas Jans (T)

Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Center of Mental Health, University Hospital of Würzburg, 97080 Würzburg, Germany.

Lea Teresa Jendreizik (LT)

Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany.

Johanna Ketter (J)

Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Medical Faculty Philipps-University Marburg and University Hospital Marburg, 35039 Marburg, Germany.

Tanja Legenbauer (T)

LWL-University Hospital for Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, Ruhr University Bochum, 59071 Hamm, Germany.

Alexandra Philipsen (A)

Department of Psychiatry and Psychotherapy, University of Bonn, 53127 Bonn, Germany.

Luise Poustka (L)

Department of Child and Adolescent Psychiatry and Psychotherapy, University Medical Centre Göttingen, 37075 Göttingen, Germany.

Tobias Renner (T)

Department of Child and Adolescence Psychiatry and Psychotherapy, University of Tübingen, 72076 Tübingen, Germany.

Wolfgang Retz (W)

Department of Psychiatry and Psychotherapy, University Medical Center Mainz, 55131 Mainz, Germany.
Institute for Forensic Psychology and Psychiatry, Saarland University, 66424 Homburg, Germany.

Michael Rösler (M)

Institute for Forensic Psychology and Psychiatry, Saarland University, 66424 Homburg, Germany.

Johannes Thome (J)

Department of Psychiatry and Psychotherapy, University Medical Center Rostock, 18055 Rostock, Germany.
ORCID: 0000-0002-2814-2153

Henrik Uebel-von Sandersleben (H)

Department of Child and Adolescent Psychiatry and Psychotherapy, University Medical Centre Göttingen, 37075 Göttingen, Germany.

Elena von Wirth (E)

Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany.
ORCID: 0000-0003-2461-4966

Toivo Zinnow (T)

Institute for Forensic Psychology and Psychiatry, Saarland University, 66424 Homburg, Germany.

Sarah Hohmann (S)

Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim/Heidelberg University, 68159 Mannheim, Germany.

Sabina Millenet (S)

Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim/Heidelberg University, 68159 Mannheim, Germany.

Nathalie E Holz (NE)

Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim/Heidelberg University, 68159 Mannheim, Germany.

Tobias Banaschewski (T)

Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim/Heidelberg University, 68159 Mannheim, Germany.
ORCID: 0000-0003-4595-1144

Daniel Brandeis (D)

Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim/Heidelberg University, 68159 Mannheim, Germany.
Department of Child and Adolescent Psychiatry and Psychotherapy, University Hospital of Psychiatry, University of Zürich, 8032 Zürich, Switzerland.
Center for Integrative Human Physiology, University of Zürich, 8057 Zürich, Switzerland.
Neuroscience Center Zürich, Swiss Federal Institute of Technology and University of Zürich, 8057 Zürich, Switzerland.

Classifications MeSH