Is there a cluster of high theta-beta ratio patients in attention deficit hyperactivity disorder?

Adolescent Adult Attention Deficit Disorder with Hyperactivity / physiopathology Child Humans Theta Rhythm
ADHD Attention-deficit/hyperactivity disorder Clusters EEG Neurofeedback theta-beta ratio

Journal

Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology
ISSN: 1872-8952
Titre abrégé: Clin Neurophysiol
Pays: Netherlands
ID NLM: 100883319

Informations de publication

Date de publication:
08 2019
Historique:
received: 08 10 2018
revised: 15 02 2019
accepted: 27 02 2019
pubmed: 10 6 2019
medline: 18 4 2020
entrez: 10 6 2019
Statut: ppublish

Résumé

It has been suggested that there exists a subgroup of ADHD patients that have a high theta-beta ratio (TBR). The aim of this study was to analyze the distribution of TBR values in ADHD patients and validate the presence of a high-TBR cluster using objective metrics. The TBR was extracted from eyes-open resting state EEG recordings of 363 ADHD patients, aged 5-21 years. The TBR distribution was estimated with three Bayesian Gaussian Mixture Models (BGMMs) with one, two, and three components, respectively. The pairwise comparison of BGMMs was carried out with deviance tests to identify the number of components that best represented the data. The two-component BGMM modeled the TBR values significantly better than the one-component BGMM (p-value = 0.005). No significant difference was observed between the two-component and three-component BGMM (p-value = 0.850). These results suggest that there exist indeed two TBR clusters within the ADHD population. This work offers a global framework to understanding values found in the literature and suggest guidelines on how to compute theta-beta ratio values. Moreover, using objective data-driven method we confirm the existence of a high theta-beta ratio cluster.

Identifiants

DOI: 10.1016/j.clinph.2019.02.021 PMID: 31176621
pubmed: 31176621
pii: S1388-2457(19)30748-5
doi: 10.1016/j.clinph.2019.02.021
pii:
doi:

Types de publication

Clinical Trial Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

1387-1396

Informations de copyright

Copyright © 2019 International Federation of Clinical Neurophysiology. Published by Elsevier B.V. All rights reserved.

Auteurs

Aurore Bussalb (A)

Mensia Technologies SA, 130 rue de Lourmel, 75015 Paris, France; Assistance Publique-Hôpitaux de Paris, Robert Debré Hospital, Child and Adolescent Psychiatry, Paris, France. Electronic address: aurore.bussalb@mensiatech.com.

Sidney Collin (S)

Mensia Technologies SA, 130 rue de Lourmel, 75015 Paris, France.

Quentin Barthélemy (Q)

Mensia Technologies SA, 130 rue de Lourmel, 75015 Paris, France.

David Ojeda (D)

Mensia Technologies SA, 130 rue de Lourmel, 75015 Paris, France.

Stephanie Bioulac (S)

Université de Bordeaux, Sommeil, Addiction et Neuropsychiatrie, USR 3413, F-33000 Bordeaux, France; CNRS, SANPSY, USR 3413, F-33000 Bordeaux, France; CHU Pellegrin, Clinique du Sommeil, F-33076 Bordeaux, France.

Hilario Blasco-Fontecilla (H)

Department of Psychiatry, Puerta de Hierro University Hospital-IDIPHIPSA, Autonoma University of Madrid, CIBERSAM, Madrid, Spain.

Daniel Brandeis (D)

Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim/Heidelberg University, Mannheim, Germany; Department of Child and Adolescent Psychiatry and Psychotherapy, Psychiatric Hospital, University of Zurich, Zurich, Switzerland; Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland; Zurich Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland.

Diane Purper Ouakil (D)

CHU Montpellier-Saint Eloi Hospital, University of Montpellier, Unit of Child and Adolescent Psychiatry (MPEA1), Montpellier, France.

Tomas Ros (T)

Department of Neuroscience, Geneva, Switzerland.

Louis Mayaud (L)

Mensia Technologies SA, 130 rue de Lourmel, 75015 Paris, France.

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Classifications MeSH

questionsmedicales.fr › Personnes › Tranches d'âge › Adolescent › Is there a cluster of high theta-beta ratio...
questionsmedicales.fr › Personnes › Tranches d'âge › Adulte › Is there a cluster of high theta-beta ratio...
questionsmedicales.fr › Troubles mentaux › Troubles du développement neurologique › Troubles déficitaires de l'attention et du comportement perturbateur › Trouble déficitaire de l'attention avec hyperactivité › Is there a cluster of high theta-beta ratio...
questionsmedicales.fr › Personnes › Tranches d'âge › Enfant › Is there a cluster of high theta-beta ratio...
questionsmedicales.fr › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Primates › Haplorhini › Catarrhini › Hominidae › Humains › Is there a cluster of high theta-beta ratio...
questionsmedicales.fr › Phénomènes physiologiques de l'appareil locomoteur et du système nerveux › Phénomènes physiologiques du système nerveux › Ondes du cerveau › Rythme thêta › Is there a cluster of high theta-beta ratio...