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Brainwave activities reflecting depressed mood: a pilot study

Early diagnosis and treatment of depression are desirable but currently difficult due to a lack of established biomarkers. Although biomarkers for depression based on electroencephalogram (EEG) data have long been explored, most existing methods are thought to capture cognitive decline caused by dep...

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Autores principales: Morita, Masahiko, Otsu, Ryusei, Kawasaki, Masahiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10477265/
https://www.ncbi.nlm.nih.gov/pubmed/37666858
http://dx.doi.org/10.1038/s41598-023-40582-y
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author Morita, Masahiko
Otsu, Ryusei
Kawasaki, Masahiro
author_facet Morita, Masahiko
Otsu, Ryusei
Kawasaki, Masahiro
author_sort Morita, Masahiko
collection PubMed
description Early diagnosis and treatment of depression are desirable but currently difficult due to a lack of established biomarkers. Although biomarkers for depression based on electroencephalogram (EEG) data have long been explored, most existing methods are thought to capture cognitive decline caused by depression and are unsuccessful in detecting signs of depression. Here we report that some brainwave activities involving phase resetting reflect the depressed mood at the time, which can be easily monitored by measuring the resting EEG with eyes closed for 1 min with a few electrodes. We instructed 10 participants (nine healthy and one diagnosed with depression, aged 18–34) to record their EEG for 14–26 days. We found that indicators of depressed mood were correlated with the occurrence frequency of EEG phase resetting. For most participants, the correlation coefficients swung systematically between large positive and large negative values with respect to EEG frequency; however, the frequencies at which they were maximum or minimum differed among participants. Although this study is in the pilot phase and needs further experimentation, the results are expected to lead to innovative biomarkers for early detection of depression and may contribute to a better understanding and treatment of depression.
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spelling pubmed-104772652023-09-06 Brainwave activities reflecting depressed mood: a pilot study Morita, Masahiko Otsu, Ryusei Kawasaki, Masahiro Sci Rep Article Early diagnosis and treatment of depression are desirable but currently difficult due to a lack of established biomarkers. Although biomarkers for depression based on electroencephalogram (EEG) data have long been explored, most existing methods are thought to capture cognitive decline caused by depression and are unsuccessful in detecting signs of depression. Here we report that some brainwave activities involving phase resetting reflect the depressed mood at the time, which can be easily monitored by measuring the resting EEG with eyes closed for 1 min with a few electrodes. We instructed 10 participants (nine healthy and one diagnosed with depression, aged 18–34) to record their EEG for 14–26 days. We found that indicators of depressed mood were correlated with the occurrence frequency of EEG phase resetting. For most participants, the correlation coefficients swung systematically between large positive and large negative values with respect to EEG frequency; however, the frequencies at which they were maximum or minimum differed among participants. Although this study is in the pilot phase and needs further experimentation, the results are expected to lead to innovative biomarkers for early detection of depression and may contribute to a better understanding and treatment of depression. Nature Publishing Group UK 2023-09-04 /pmc/articles/PMC10477265/ /pubmed/37666858 http://dx.doi.org/10.1038/s41598-023-40582-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Morita, Masahiko
Otsu, Ryusei
Kawasaki, Masahiro
Brainwave activities reflecting depressed mood: a pilot study
title Brainwave activities reflecting depressed mood: a pilot study
title_full Brainwave activities reflecting depressed mood: a pilot study
title_fullStr Brainwave activities reflecting depressed mood: a pilot study
title_full_unstemmed Brainwave activities reflecting depressed mood: a pilot study
title_short Brainwave activities reflecting depressed mood: a pilot study
title_sort brainwave activities reflecting depressed mood: a pilot study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10477265/
https://www.ncbi.nlm.nih.gov/pubmed/37666858
http://dx.doi.org/10.1038/s41598-023-40582-y
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