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SARS-CoV-2 改变大脑中的神经同步,对年轻人的影响更严重。

SARS-CoV-2 alters neural synchronies in the brain with more severe effects in younger individuals.

机构信息

Kings County Hospital, Brooklyn, NY, USA.

SUNY Health Sciences University, Brooklyn, NY, USA.

出版信息

Sci Rep. 2023 Feb 20;13(1):2942. doi: 10.1038/s41598-023-29856-7.

DOI:10.1038/s41598-023-29856-7
PMID:36807586
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9940054/
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.

摘要

由严重急性呼吸综合征冠状病毒 2 型(SARS-CoV-2,即 COVID-19 或 C19)感染引起的冠状病毒病会导致呼吸道疾病,以及尚未充分确定的严重神经系统症状。在之前的一项研究中,我们开发了一种用于自动、快速、高通量和客观分析脑电图(EEG)节律的计算管道。在这项回顾性研究中,我们使用该管道来定义克利夫兰诊所 ICU 中 PCR 阳性诊断为 C19(n = 31)的患者的定量 EEG 变化,并与同一 ICU 环境中年龄匹配的 PCR 阴性(n = 38)对照组患者进行比较。由两组独立的脑电图专家对 EEG 进行定性评估,证实了先前关于 C19 患者弥漫性脑病高发的报告,尽管两组之间的脑病诊断并不一致。与对照组相比,C19 患者的 EEG 显示出明显的脑节律减慢(增强的 delta 功率和减弱的 alpha-beta 功率)。令人惊讶的是,与年龄较大的患者相比,这些与 C19 相关的 EEG 功率变化在年龄小于 70 岁的患者中更为明显。此外,机器学习算法显示,使用年龄小于 70 岁的患者的 EEG 功率对 C19 与对照组进行二元分类时,准确性始终更高,这为 SARS-CoV-2 对年轻个体脑节律的更严重影响提供了进一步证据,无论 PCR 诊断或症状如何,这引发了对 C19 对成年人群体大脑生理学的潜在长期影响以及 EEG 监测在 C19 患者中的应用的担忧。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1122/9941503/0aaa870e5b07/41598_2023_29856_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1122/9941503/2b2d882cfd75/41598_2023_29856_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1122/9941503/a5cf346cc3ac/41598_2023_29856_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1122/9941503/2d6ccaa40e4e/41598_2023_29856_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1122/9941503/0aaa870e5b07/41598_2023_29856_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1122/9941503/2b2d882cfd75/41598_2023_29856_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1122/9941503/a5cf346cc3ac/41598_2023_29856_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1122/9941503/2d6ccaa40e4e/41598_2023_29856_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1122/9941503/0aaa870e5b07/41598_2023_29856_Fig4_HTML.jpg

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