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Spectral Power Density analysis of the resting-state as a marker of the central effects of opioid use in fibromyalgia
Spectral power density (SPD) indexed by electroencephalogram (EEG) recordings has recently gained attention in elucidating neural mechanisms of chronic pain syndromes and medication use. We compared SPD variations between 15 fibromyalgia (FM) women in use of opioid in the last three months (73.33% u...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8608932/ https://www.ncbi.nlm.nih.gov/pubmed/34811404 http://dx.doi.org/10.1038/s41598-021-01982-0 |
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author | Zortea, Maxciel Beltran, Gerardo Alves, Rael Lopes Vicuña, Paul Torres, Iraci L. S. Fregni, Felipe Caumo, Wolnei |
author_facet | Zortea, Maxciel Beltran, Gerardo Alves, Rael Lopes Vicuña, Paul Torres, Iraci L. S. Fregni, Felipe Caumo, Wolnei |
author_sort | Zortea, Maxciel |
collection | PubMed |
description | Spectral power density (SPD) indexed by electroencephalogram (EEG) recordings has recently gained attention in elucidating neural mechanisms of chronic pain syndromes and medication use. We compared SPD variations between 15 fibromyalgia (FM) women in use of opioid in the last three months (73.33% used tramadol) with 32 non-users. EEG data were obtained with Eyes Open (EO) and Eyes Closed (EC) resting state. SPD peak amplitudes between EO-EC were smaller in opioid users in central theta, central beta, and parietal beta, and at parietal delta. However, these variations were positive for opioid users. Multivariate analyses of variance (ANOVAs) revealed that EO-EC variations in parietal delta were negatively correlated with the disability due to pain, and central and parietal beta activity variations were positively correlated with worse sleep quality. These clinical variables explained from 12.5 to 17.2% of SPD variance. In addition, central beta showed 67% sensitivity / 72% specificity and parietal beta showed 73% sensitivity/62% specificity in discriminating opioid users from non-users. These findings suggest oscillations in EEG might be a sensitive surrogate marker to screen FM opioid users and a promising tool to understand the effects of opioid use and how these effects relate to functional and sleep-related symptoms. |
format | Online Article Text |
id | pubmed-8608932 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-86089322021-11-24 Spectral Power Density analysis of the resting-state as a marker of the central effects of opioid use in fibromyalgia Zortea, Maxciel Beltran, Gerardo Alves, Rael Lopes Vicuña, Paul Torres, Iraci L. S. Fregni, Felipe Caumo, Wolnei Sci Rep Article Spectral power density (SPD) indexed by electroencephalogram (EEG) recordings has recently gained attention in elucidating neural mechanisms of chronic pain syndromes and medication use. We compared SPD variations between 15 fibromyalgia (FM) women in use of opioid in the last three months (73.33% used tramadol) with 32 non-users. EEG data were obtained with Eyes Open (EO) and Eyes Closed (EC) resting state. SPD peak amplitudes between EO-EC were smaller in opioid users in central theta, central beta, and parietal beta, and at parietal delta. However, these variations were positive for opioid users. Multivariate analyses of variance (ANOVAs) revealed that EO-EC variations in parietal delta were negatively correlated with the disability due to pain, and central and parietal beta activity variations were positively correlated with worse sleep quality. These clinical variables explained from 12.5 to 17.2% of SPD variance. In addition, central beta showed 67% sensitivity / 72% specificity and parietal beta showed 73% sensitivity/62% specificity in discriminating opioid users from non-users. These findings suggest oscillations in EEG might be a sensitive surrogate marker to screen FM opioid users and a promising tool to understand the effects of opioid use and how these effects relate to functional and sleep-related symptoms. Nature Publishing Group UK 2021-11-22 /pmc/articles/PMC8608932/ /pubmed/34811404 http://dx.doi.org/10.1038/s41598-021-01982-0 Text en © The Author(s) 2021 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 Zortea, Maxciel Beltran, Gerardo Alves, Rael Lopes Vicuña, Paul Torres, Iraci L. S. Fregni, Felipe Caumo, Wolnei Spectral Power Density analysis of the resting-state as a marker of the central effects of opioid use in fibromyalgia |
title | Spectral Power Density analysis of the resting-state as a marker of the central effects of opioid use in fibromyalgia |
title_full | Spectral Power Density analysis of the resting-state as a marker of the central effects of opioid use in fibromyalgia |
title_fullStr | Spectral Power Density analysis of the resting-state as a marker of the central effects of opioid use in fibromyalgia |
title_full_unstemmed | Spectral Power Density analysis of the resting-state as a marker of the central effects of opioid use in fibromyalgia |
title_short | Spectral Power Density analysis of the resting-state as a marker of the central effects of opioid use in fibromyalgia |
title_sort | spectral power density analysis of the resting-state as a marker of the central effects of opioid use in fibromyalgia |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8608932/ https://www.ncbi.nlm.nih.gov/pubmed/34811404 http://dx.doi.org/10.1038/s41598-021-01982-0 |
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