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Valsamis H, Baki SA, Leung J, Ghosn S, Lapin B, Chari G, Rasheed IY, Park J, Punia V, Masri G, Nair D, Kaniecki AM, Edhi M, Saab CY. SARS-CoV-2 alters neural synchronies in the brain with more severe effects in younger individuals. Sci Rep 2023; 13:2942. [PMID: 36807586 PMCID: PMC9940054 DOI: 10.1038/s41598-023-29856-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 02/11/2023] [Indexed: 02/22/2023] Open
Abstract
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.
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Affiliation(s)
- Helen Valsamis
- grid.415345.20000 0004 0451 974XKings County Hospital, Brooklyn, NY USA ,SUNY Health Sciences University, Brooklyn, NY USA
| | | | - Jason Leung
- grid.239578.20000 0001 0675 4725Cleveland Clinic Foundation, Cleveland, OH USA
| | - Samer Ghosn
- grid.239578.20000 0001 0675 4725Cleveland Clinic Foundation, Cleveland, OH USA
| | - Brittany Lapin
- grid.239578.20000 0001 0675 4725Cleveland Clinic Foundation, Cleveland, OH USA
| | - Geetha Chari
- grid.415345.20000 0004 0451 974XKings County Hospital, Brooklyn, NY USA ,SUNY Health Sciences University, Brooklyn, NY USA
| | - Izad-Yar Rasheed
- grid.415345.20000 0004 0451 974XKings County Hospital, Brooklyn, NY USA
| | - Jaehan Park
- grid.415345.20000 0004 0451 974XKings County Hospital, Brooklyn, NY USA ,SUNY Health Sciences University, Brooklyn, NY USA
| | - Vineet Punia
- grid.239578.20000 0001 0675 4725Cleveland Clinic Foundation, Cleveland, OH USA
| | - Ghinwa Masri
- grid.411365.40000 0001 2218 0143American University of Sharjah, Sharjah, UAE
| | - Dileep Nair
- grid.239578.20000 0001 0675 4725Cleveland Clinic Foundation, Cleveland, OH USA
| | - Ann Marie Kaniecki
- grid.239578.20000 0001 0675 4725Cleveland Clinic Foundation, Cleveland, OH USA
| | - Muhammad Edhi
- grid.239578.20000 0001 0675 4725Cleveland Clinic Foundation, Cleveland, OH USA
| | - Carl Y. Saab
- grid.239578.20000 0001 0675 4725Cleveland Clinic Foundation, Cleveland, OH USA ,grid.67105.350000 0001 2164 3847Case Western Reserve University, Cleveland, OH USA ,grid.40263.330000 0004 1936 9094Brown University, Providence, RI USA
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Freund BE, Feyissa AM. EEG as an indispensable tool during and after the COVID-19 pandemic: A review of tribulations and successes. Front Neurol 2022; 13:1087969. [PMID: 36530612 PMCID: PMC9755176 DOI: 10.3389/fneur.2022.1087969] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 11/17/2022] [Indexed: 10/03/2023] Open
Abstract
During the coronavirus disease 2019 (COVID-19) pandemic, elective and non-emergent tests and procedures were delayed or suspended in lieu of diverting resources to more emergent treatment of critically ill patients and to avoid the spread and contraction of COVID-19. Further, the workforce was stretched thin, and healthcare facilities saw high turnover rates for full-time and contract employees, which strained the system and reduced the ability to provide clinical services. One of the casualties of these changes was electroencephalography (EEG) procedures, which have been performed less frequently throughout the world since the pandemic. Whether considered routine or emergent, the deferral of EEG studies can cause downstream effects, including a delay in diagnosis and initiation of treatment for epilepsy and non-epileptic seizures resulting in a higher risk of morbidity and mortality. Despite these limitations, the importance and utility of EEG and EEG technologists have been reinforced with the development of COVID-related neurological complications, including encephalopathy and seizures, which require EEG for diagnosis and treatment. Since the pandemic, reliance on remote telemonitoring has further highlighted the value and ease of using EEG. There has also been a heightened interest in rapid EEG devices that non-technologist professionals can attach quickly, allowing minimum patient contact to avoid exposure to COVID-19 and taking advantage of remote EEG monitoring. This review discusses the acute and potential long-term effects of the COVID-19 pandemic on the use and performance of EEG.
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Affiliation(s)
| | - Anteneh M. Feyissa
- Department of Neurology, Mayo Clinic Florida, Jacksonville, FL, United States
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Abstract
Continuous video-EEG (cEEG, lasting hours to several days) is increasingly used in ICU patients, as it is more sensitive than routine video-EEG (rEEG, lasting 20-30 min) to detect seizures or status epilepticus, and allows more frequent changes in therapeutic regimens. However, cEEG is more resource-consuming, and its relationship to outcome compared to repeated rEEG has only been formally assessed very recently in a randomized controlled trial, which did not show any significant difference in terms of long-term mortality or functional outcome. Awaiting more refined trials, it seems therefore that using repeated rEEG in ICU patients may represent a reasonable alternative in resource-limited settings. Prolonged EEG has been used recently in patients with severe COVID-19 infection, the proportion of seizures seems albeit relatively low, and similar to ICU patients with medical conditions. As in any case a timely EEG recording is recommended in the ICU, r ecent technical developments may ease its use in clinical practice.
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Affiliation(s)
- Andrea O Rossetti
- Department of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland -
| | - Jong W Lee
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
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Zareh-Shahamati S, Noorbakhsh M, Digaleh H, Safarpour-Lima B. Severe acute respiratory syndrome coronavirus 2 and seizure: An insight into the pathophysiologic mechanisms. CURRENT JOURNAL OF NEUROLOGY 2021; 20:43-48. [PMID: 38011476 PMCID: PMC8511601 DOI: 10.18502/cjn.v20i1.6379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Accepted: 11/05/2020] [Indexed: 12/03/2022]
Abstract
Based on previous studies, seizure has been reported to accompany coronavirus disease 2019 (COVID-19). Underlying mechanisms are those leading to the direct central nervous system (CNS) invasion through hematogenous spread or trans-synaptic retrograde invasion, causing meningoencephalitis. On the other hand, there are pathophysiologic mechanisms that seizure would be one of their early consequences, such as cytokine storm, hypoxemia, metabolic derangement, and structural brain lesions. Herein, we focused on available evidence to provide an insight into the pathophysiologic mechanisms that link seizure and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, as a better understanding of pathophysiology would lead to better diagnosis and treatment.
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Affiliation(s)
- Shima Zareh-Shahamati
- Department of Neurology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mahyar Noorbakhsh
- Autoimmune Disease Research Center, Kashan University of Medical Sciences, Kashan, Iran
| | - Hadi Digaleh
- Department of Neurosurgery, Sina Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Behnam Safarpour-Lima
- Department of Neurology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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