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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: 1.0] [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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Dono F, Evangelista G, Consoli S, Pasini F, Russo M, Nucera B, Rinaldi F, Battaglia G, Vollono C, Brigo F, Onofrj M, Sensi SL, Frazzini V, Anzellotti F. Psychogenic non-epileptic seizures (PNES) in the COVID-19 pandemic era: A systematic review with individual patients' analysis. J Psychosom Res 2022; 162:111046. [PMID: 36183575 DOI: 10.1016/j.jpsychores.2022.111046] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Revised: 09/01/2022] [Accepted: 09/19/2022] [Indexed: 11/27/2022]
Abstract
OBJECTIVE Psychogenic non-epileptic seizures (PNES) resemble epileptic seizures but are not due to underlying epileptic activity and in some cases coexist alongside epilepsy. We described the clinical characteristics of patients with PNES as reported in the literature from the outbreak of the COVID-19 pandemic. We evaluated differences between patients with a diagnosis made immediately before the pandemic (pPNES) and those newly diagnosed during it (nPNES). METHODS A systematic search with individual patient analysis of PNES cases published since the COVID-19 pandemic outbreak was performed. Differences between pPNES and nPNES were analyzed using Chi-square or Fisher exact test. RESULTS Eleven articles were included, with 133 patients (106 pPNES and 27 nPNES). In the pPNES group, PNES frequency increased during the pandemic in 20/106 patients, whereas in 78/106, the frequency remained stable or decreased. nPNES was associated with higher risks of SARS-CoV-2 infection and epilepsy diagnosis, whereas psychiatric comorbidities were less frequent. CONCLUSIONS During the pandemic, most patients with pPNES remained stable or improved, whereas nPNES was associated with a lower burden of psychiatric comorbidities. These intriguing findings suggest that, at least in some patients, the COVID-19 pandemic may not necessarily lead to worsening in the frequency of PNES and quality of life.
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Affiliation(s)
- Fedele Dono
- Department of Neuroscience, Imaging and Clinical Science, "G. D'Annunzio" University of Chieti-Pescara, Chieti, Italy; Behavioral Neurology and Molecular Neurology Units, Center for Advanced Studies and Technology - CAST-, Institute for Advanced Biomedical Technologies- ITAB, University G. d'Annunzio of Chieti-Pescara, Italy.
| | - Giacomo Evangelista
- Department of Neuroscience, Imaging and Clinical Science, "G. D'Annunzio" University of Chieti-Pescara, Chieti, Italy; Behavioral Neurology and Molecular Neurology Units, Center for Advanced Studies and Technology - CAST-, Institute for Advanced Biomedical Technologies- ITAB, University G. d'Annunzio of Chieti-Pescara, Italy
| | - Stefano Consoli
- Department of Neuroscience, Imaging and Clinical Science, "G. D'Annunzio" University of Chieti-Pescara, Chieti, Italy; Behavioral Neurology and Molecular Neurology Units, Center for Advanced Studies and Technology - CAST-, Institute for Advanced Biomedical Technologies- ITAB, University G. d'Annunzio of Chieti-Pescara, Italy
| | - Francesco Pasini
- Department of Neurology, San Gerardo Hospital ASST Monza, Monza, Italy
| | - Mirella Russo
- Department of Neuroscience, Imaging and Clinical Science, "G. D'Annunzio" University of Chieti-Pescara, Chieti, Italy; Behavioral Neurology and Molecular Neurology Units, Center for Advanced Studies and Technology - CAST-, Institute for Advanced Biomedical Technologies- ITAB, University G. d'Annunzio of Chieti-Pescara, Italy
| | - Bruna Nucera
- Department of Neurology, Hospital of Merano (SABES-ASDAA), Merano, Italy
| | - Fabrizio Rinaldi
- Department of Neurology, Hospital of Merano (SABES-ASDAA), Merano, Italy
| | - Giulia Battaglia
- Department of Neurology, IRCCS Policlinico San Donato, San Donato Milanese, Milan, Italy
| | - Catello Vollono
- Department of Geriatrics, Neurosciences & Orthopedics Unit of Neurophysiopathology and Sleep Medicine, IRCCS Policlinico Universitario Agostino Gemelli Catholic University, Rome
| | - Francesco Brigo
- Department of Neurology, Hospital of Merano (SABES-ASDAA), Merano, Italy
| | - Marco Onofrj
- Department of Neuroscience, Imaging and Clinical Science, "G. D'Annunzio" University of Chieti-Pescara, Chieti, Italy
| | - Stefano L Sensi
- Department of Neuroscience, Imaging and Clinical Science, "G. D'Annunzio" University of Chieti-Pescara, Chieti, Italy; Behavioral Neurology and Molecular Neurology Units, Center for Advanced Studies and Technology - CAST-, Institute for Advanced Biomedical Technologies- ITAB, University G. d'Annunzio of Chieti-Pescara, Italy.
| | - Valerio Frazzini
- AP-HP, Epilepsy Unit, Pitié-Salpêtrière Hospital, and Sorbonne University, France; Brain and Spine Institute (INSERM UMRS1127, CNRS UMR7225, Sorbonne Université), Pitié-Salpêtrière Hospital, Paris, France
| | - Francesca Anzellotti
- Department of Neurology, Epilepsy Center, "SS Annunziata" Hospital, Chieti, Italy
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Asadi-Pooya AA, Farazdaghi M. New-onset functional seizures during the COVID-19 pandemic. Clin Neurol Neurosurg 2022; 219:107310. [PMID: 35660168 PMCID: PMC9142366 DOI: 10.1016/j.clineuro.2022.107310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 05/03/2022] [Accepted: 05/25/2022] [Indexed: 01/17/2023]
Abstract
OBJECTIVE We investigated whether the COVID-19 pandemic has influenced the characteristics of functional seizures (FS) at the onset of seizures. METHODS This was a retrospective study of all patients with new-onset FS, who were admitted at the epilepsy monitoring unit at Shiraz University of Medical Sciences, Shiraz, Iran, during two time periods: the onset of FS and also the diagnosis of FS in 2017-2019 (pre-COVID era) and the onset of FS and also the diagnosis of FS in 2020-2021 (COVID era). RESULTS Forty-five patients were studied (32 patients from the pre-COVID era and 13 patients from the COVID era). Patients who developed FS during the pandemic more likely had comorbid epilepsy compared with the patients who presented with FS before the pandemic [30.1% vs. 9.4%; Odds ratio (OR): 81.2]. Furthermore, those who developed FS during the pandemic more likely were employed compared with the patients who presented with FS before the pandemic (46.2% vs. 12.5%; OR: 16.2). A family history of seizures was associated with the FS timing as a trend (OR: 8.4); those who developed FS during the pandemic more likely had a family history of seizures compared with the patients who presented with FS before the pandemic (53.8% vs. 18.8%). CONCLUSION This study showed that patients who developed FS during the COVID-19 pandemic had significant underlying differences (i.e., employment status, comorbid epilepsy, and a family history of seizures) compared with those who presented with FS before the pandemic.
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Affiliation(s)
- Ali A Asadi-Pooya
- Epilepsy Research Center, Shiraz University of Medical Sciences, Shiraz, Iran; Jefferson Comprehensive Epilepsy Center, Department of Neurology, Thomas Jefferson University, Philadelphia, PA, USA.
| | - Mohsen Farazdaghi
- Epilepsy Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.
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Asadi-Pooya AA, Trinka E, Hingray C, Fawaz A, Karakis I, Kishk NA, Farazdaghi M, Höfler J, Tarrada A, Ashkanani A, Risman A, Rizk H. An international study of the effects of the COVID-19 pandemic on characteristics of functional seizures. Epilepsy Behav 2022; 127:108530. [PMID: 35016054 PMCID: PMC8714296 DOI: 10.1016/j.yebeh.2021.108530] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 12/22/2021] [Accepted: 12/23/2021] [Indexed: 11/26/2022]
Abstract
OBJECTIVE We investigated whether the COVID-19 pandemic has affected the clinical characteristics of patients with functional seizure (FS) (at the time of diagnosis) in a large multicenter international study. METHODS This was a retrospective study. We investigated all patients with FS, who were admitted at the epilepsy monitoring units at six centers in the world: 1. Shiraz, Iran; 2. Salzburg, Austria; 3. Nancy, France; 4. Atlanta, USA; 5. Kuwait City, Kuwait; and 6. Cairo, Egypt. Patients were studied during two time periods: admitted in 2018-2019 (pre-COVID era) and 2020-2021 (COVID era). RESULTS Three hundred and twenty-six patients were studied. Two hundred and twenty-four (68.7%) patients were diagnosed before and 102 (31.3%) persons during the COVID-19 pandemic. Only, a history of family dysfunction was significantly associated with the COVID-19 pandemic era (Odds Ratio: 1.925, 95% Confidence Interval: 1.099-3.371; p = 0.022). A low level of education might also be associated with FS during the COVID-19 pandemic, at least in some cultures (e.g., the Middle-East). CONCLUSION The COVID-19 pandemic has not affected the clinical characteristics of patients with FS (at the time of diagnosis). However, a history of family dysfunction was significantly more frequently associated with FS during the COVID-19 pandemic. Multiagency integration of law enforcement responses, social services, and social awareness is recommended to address family dysfunction and domestic violence and support the victims during this pandemic.
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Affiliation(s)
- Ali A. Asadi-Pooya
- Epilepsy Research Center, Shiraz University of Medical Sciences, Shiraz, Iran,Jefferson Comprehensive Epilepsy Center, Department of Neurology, Thomas Jefferson University, Philadelphia, PA, USA,Corresponding author at: Epilepsy Research Center, Shiraz University of Medical Sciences, Shiraz, Iran. Fax: +98 7136121052
| | - Eugen Trinka
- Department of Neurology, Christian-Doppler Medical Centre, Paracelsus Medical University, 5020 Salzburg, Austria; Centre for Cognitive Neuroscience, 5020 Salzburg, Austria; Associated Member of the European Reference Network EpiCARE, Austria; Neuroscience Institute, Christian-Doppler Medical Centre, Paracelsus Medical University, 5020 Salzburg, Austria; Department of Public Health, Health Services Research and Health Technology Assessment, UMIT - University for Health Sciences, Medical Informatics and Technology, Hall in Tirol, Austria; Karl Landsteiner Institute for Neurorehabilitation and Space Neurology, Salzburg, Austria.
| | | | - Ahmad Fawaz
- Neurology Department, Epilepsy Monitoring Unit, IbnSina Hospital, Kuwait
| | - Ioannis Karakis
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, United States.
| | - Nirmeen A. Kishk
- Department of Neurology, Cairo University Epilepsy Unit (CUEU), School of Medicine, Cairo University, Cairo, Egypt
| | - Mohsen Farazdaghi
- Epilepsy Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Julia Höfler
- Department of Neurology, Christian-Doppler Medical Centre, Paracelsus Medical University, 5020 Salzburg, Austria.
| | - Alexis Tarrada
- Université de Paris, UFR de médecine Paris Centre, rue de l'Ecole de Médecine, 75006 Paris, France.
| | | | - Aida Risman
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, United States.
| | - Haytham Rizk
- Department of Neurology, Cairo University Epilepsy Unit (CUEU), School of Medicine, Cairo University, Cairo, Egypt.
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