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SARS-CoV-2 alters neural synchronies in the brain with more severe effects in younger individuals
Coronavirus disease secondary to infection by SARS-CoV-2 (COVID19 or C19) causes respiratory illness, as well as severe neurological symptoms that have not been fully characterized. In a previous study, we developed a computational pipeline for the automated, rapid, high-throughput and objective ana...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9940054/ https://www.ncbi.nlm.nih.gov/pubmed/36807586 http://dx.doi.org/10.1038/s41598-023-29856-7 |
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author | Valsamis, Helen Baki, Samah Abdul Leung, Jason Ghosn, Samer Lapin, Brittany Chari, Geetha Rasheed, Izad-Yar Park, Jaehan Punia, Vineet Masri, Ghinwa Nair, Dileep Kaniecki, Ann Marie Edhi, Muhammad Saab, Carl Y. |
author_facet | Valsamis, Helen Baki, Samah Abdul Leung, Jason Ghosn, Samer Lapin, Brittany Chari, Geetha Rasheed, Izad-Yar Park, Jaehan Punia, Vineet Masri, Ghinwa Nair, Dileep Kaniecki, Ann Marie Edhi, Muhammad Saab, Carl Y. |
author_sort | Valsamis, Helen |
collection | PubMed |
description | Coronavirus disease secondary to infection by SARS-CoV-2 (COVID19 or C19) causes respiratory illness, as well as severe neurological symptoms that have not been fully characterized. In a previous study, we developed a computational pipeline for the automated, rapid, high-throughput and objective analysis of electroencephalography (EEG) rhythms. In this retrospective study, we used this pipeline to define the quantitative EEG changes in patients with a PCR-positive diagnosis of C19 (n = 31) in the intensive care unit (ICU) of Cleveland Clinic, compared to a group of age-matched PCR-negative (n = 38) control patients in the same ICU setting. Qualitative assessment of EEG by two independent teams of electroencephalographers confirmed prior reports with regards to the high prevalence of diffuse encephalopathy in C19 patients, although the diagnosis of encephalopathy was inconsistent between teams. Quantitative analysis of EEG showed distinct slowing of brain rhythms in C19 patients compared to control (enhanced delta power and attenuated alpha–beta power). Surprisingly, these C19-related changes in EEG power were more prominent in patients below age 70. Moreover, machine learning algorithms showed consistently higher accuracy in the binary classification of patients as C19 versus control using EEG power for subjects below age 70 compared to older ones, providing further evidence for the more severe impact of SARS-CoV-2 on brain rhythms in younger individuals irrespective of PCR diagnosis or symptomatology, and raising concerns over potential long-term effects of C19 on brain physiology in the adult population and the utility of EEG monitoring in C19 patients. |
format | Online Article Text |
id | pubmed-9940054 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99400542023-02-21 SARS-CoV-2 alters neural synchronies in the brain with more severe effects in younger individuals Valsamis, Helen Baki, Samah Abdul Leung, Jason Ghosn, Samer Lapin, Brittany Chari, Geetha Rasheed, Izad-Yar Park, Jaehan Punia, Vineet Masri, Ghinwa Nair, Dileep Kaniecki, Ann Marie Edhi, Muhammad Saab, Carl Y. Sci Rep Article Coronavirus disease secondary to infection by SARS-CoV-2 (COVID19 or C19) causes respiratory illness, as well as severe neurological symptoms that have not been fully characterized. In a previous study, we developed a computational pipeline for the automated, rapid, high-throughput and objective analysis of electroencephalography (EEG) rhythms. In this retrospective study, we used this pipeline to define the quantitative EEG changes in patients with a PCR-positive diagnosis of C19 (n = 31) in the intensive care unit (ICU) of Cleveland Clinic, compared to a group of age-matched PCR-negative (n = 38) control patients in the same ICU setting. Qualitative assessment of EEG by two independent teams of electroencephalographers confirmed prior reports with regards to the high prevalence of diffuse encephalopathy in C19 patients, although the diagnosis of encephalopathy was inconsistent between teams. Quantitative analysis of EEG showed distinct slowing of brain rhythms in C19 patients compared to control (enhanced delta power and attenuated alpha–beta power). Surprisingly, these C19-related changes in EEG power were more prominent in patients below age 70. Moreover, machine learning algorithms showed consistently higher accuracy in the binary classification of patients as C19 versus control using EEG power for subjects below age 70 compared to older ones, providing further evidence for the more severe impact of SARS-CoV-2 on brain rhythms in younger individuals irrespective of PCR diagnosis or symptomatology, and raising concerns over potential long-term effects of C19 on brain physiology in the adult population and the utility of EEG monitoring in C19 patients. Nature Publishing Group UK 2023-02-20 /pmc/articles/PMC9940054/ /pubmed/36807586 http://dx.doi.org/10.1038/s41598-023-29856-7 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 Valsamis, Helen Baki, Samah Abdul Leung, Jason Ghosn, Samer Lapin, Brittany Chari, Geetha Rasheed, Izad-Yar Park, Jaehan Punia, Vineet Masri, Ghinwa Nair, Dileep Kaniecki, Ann Marie Edhi, Muhammad Saab, Carl Y. SARS-CoV-2 alters neural synchronies in the brain with more severe effects in younger individuals |
title | SARS-CoV-2 alters neural synchronies in the brain with more severe effects in younger individuals |
title_full | SARS-CoV-2 alters neural synchronies in the brain with more severe effects in younger individuals |
title_fullStr | SARS-CoV-2 alters neural synchronies in the brain with more severe effects in younger individuals |
title_full_unstemmed | SARS-CoV-2 alters neural synchronies in the brain with more severe effects in younger individuals |
title_short | SARS-CoV-2 alters neural synchronies in the brain with more severe effects in younger individuals |
title_sort | sars-cov-2 alters neural synchronies in the brain with more severe effects in younger individuals |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9940054/ https://www.ncbi.nlm.nih.gov/pubmed/36807586 http://dx.doi.org/10.1038/s41598-023-29856-7 |
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