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Cerebro-cerebellar functional neuroplasticity mediates the effect of electric field on electroconvulsive therapy outcomes
Electroconvulsive therapy (ECT) is the most effective treatment for severe depression and works by applying an electric current through the brain. The applied current generates an electric field (E-field) and seizure activity, changing the brain’s functional organization. The E-field, which is deter...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9902462/ https://www.ncbi.nlm.nih.gov/pubmed/36746924 http://dx.doi.org/10.1038/s41398-023-02312-w |
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author | Fu, Zening Abbott, Christopher C. Miller, Jeremy Deng, Zhi-De McClintock, Shawn M. Sendi, Mohammad S. E. Sui, Jing Calhoun, Vince D. |
author_facet | Fu, Zening Abbott, Christopher C. Miller, Jeremy Deng, Zhi-De McClintock, Shawn M. Sendi, Mohammad S. E. Sui, Jing Calhoun, Vince D. |
author_sort | Fu, Zening |
collection | PubMed |
description | Electroconvulsive therapy (ECT) is the most effective treatment for severe depression and works by applying an electric current through the brain. The applied current generates an electric field (E-field) and seizure activity, changing the brain’s functional organization. The E-field, which is determined by electrode placement (right unilateral or bitemporal) and pulse amplitude (600, 700, or 800 milliamperes), is associated with the ECT response. However, the neural mechanisms underlying the relationship between E-field, functional brain changes, and clinical outcomes of ECT are not well understood. Here, we investigated the relationships between whole-brain E-field (E(brain), the 90(th) percentile of E-field magnitude in the brain), cerebro-cerebellar functional network connectivity (FNC), and clinical outcomes (cognitive performance and depression severity). A fully automated independent component analysis framework determined the FNC between the cerebro-cerebellar networks. We found a linear relationship between E(brain) and cognitive outcomes. The mediation analysis showed that the cerebellum to middle occipital gyrus (MOG)/posterior cingulate cortex (PCC) FNC mediated the effects of E(brain) on cognitive performance. In addition, there is a mediation effect through the cerebellum to parietal lobule FNC between E(brain) and antidepressant outcomes. The pair-wise t-tests further demonstrated that a larger E(brain) was associated with increased FNC between cerebellum and MOG and decreased FNC between cerebellum and PCC, which were linked with decreased cognitive performance. This study implies that an optimal E-field balancing the antidepressant and cognitive outcomes should be considered in relation to cerebro-cerebellar functional neuroplasticity. |
format | Online Article Text |
id | pubmed-9902462 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99024622023-02-08 Cerebro-cerebellar functional neuroplasticity mediates the effect of electric field on electroconvulsive therapy outcomes Fu, Zening Abbott, Christopher C. Miller, Jeremy Deng, Zhi-De McClintock, Shawn M. Sendi, Mohammad S. E. Sui, Jing Calhoun, Vince D. Transl Psychiatry Article Electroconvulsive therapy (ECT) is the most effective treatment for severe depression and works by applying an electric current through the brain. The applied current generates an electric field (E-field) and seizure activity, changing the brain’s functional organization. The E-field, which is determined by electrode placement (right unilateral or bitemporal) and pulse amplitude (600, 700, or 800 milliamperes), is associated with the ECT response. However, the neural mechanisms underlying the relationship between E-field, functional brain changes, and clinical outcomes of ECT are not well understood. Here, we investigated the relationships between whole-brain E-field (E(brain), the 90(th) percentile of E-field magnitude in the brain), cerebro-cerebellar functional network connectivity (FNC), and clinical outcomes (cognitive performance and depression severity). A fully automated independent component analysis framework determined the FNC between the cerebro-cerebellar networks. We found a linear relationship between E(brain) and cognitive outcomes. The mediation analysis showed that the cerebellum to middle occipital gyrus (MOG)/posterior cingulate cortex (PCC) FNC mediated the effects of E(brain) on cognitive performance. In addition, there is a mediation effect through the cerebellum to parietal lobule FNC between E(brain) and antidepressant outcomes. The pair-wise t-tests further demonstrated that a larger E(brain) was associated with increased FNC between cerebellum and MOG and decreased FNC between cerebellum and PCC, which were linked with decreased cognitive performance. This study implies that an optimal E-field balancing the antidepressant and cognitive outcomes should be considered in relation to cerebro-cerebellar functional neuroplasticity. Nature Publishing Group UK 2023-02-06 /pmc/articles/PMC9902462/ /pubmed/36746924 http://dx.doi.org/10.1038/s41398-023-02312-w 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Fu, Zening Abbott, Christopher C. Miller, Jeremy Deng, Zhi-De McClintock, Shawn M. Sendi, Mohammad S. E. Sui, Jing Calhoun, Vince D. Cerebro-cerebellar functional neuroplasticity mediates the effect of electric field on electroconvulsive therapy outcomes |
title | Cerebro-cerebellar functional neuroplasticity mediates the effect of electric field on electroconvulsive therapy outcomes |
title_full | Cerebro-cerebellar functional neuroplasticity mediates the effect of electric field on electroconvulsive therapy outcomes |
title_fullStr | Cerebro-cerebellar functional neuroplasticity mediates the effect of electric field on electroconvulsive therapy outcomes |
title_full_unstemmed | Cerebro-cerebellar functional neuroplasticity mediates the effect of electric field on electroconvulsive therapy outcomes |
title_short | Cerebro-cerebellar functional neuroplasticity mediates the effect of electric field on electroconvulsive therapy outcomes |
title_sort | cerebro-cerebellar functional neuroplasticity mediates the effect of electric field on electroconvulsive therapy outcomes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9902462/ https://www.ncbi.nlm.nih.gov/pubmed/36746924 http://dx.doi.org/10.1038/s41398-023-02312-w |
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