Correlation between changes of sleep quality and brain functional connectivity patterns in COVID-19 patients: A three-month longitudinal cohort study

IF 3.4 2区 医学 Q1 CLINICAL NEUROLOGY Sleep medicine Pub Date : 2025-02-10 DOI:10.1016/j.sleep.2025.02.016
Bei Peng , Ying Liu , Yuxin Chen , Xiaoyan Zhou , Yan Zhang , Jinli Huang , Jiazhu Huang , Ruijing Sun , Shihuan Lin , Lixia Qin , Yian Lu , Mingming Zhao , Demao Deng
{"title":"Correlation between changes of sleep quality and brain functional connectivity patterns in COVID-19 patients: A three-month longitudinal cohort study","authors":"Bei Peng ,&nbsp;Ying Liu ,&nbsp;Yuxin Chen ,&nbsp;Xiaoyan Zhou ,&nbsp;Yan Zhang ,&nbsp;Jinli Huang ,&nbsp;Jiazhu Huang ,&nbsp;Ruijing Sun ,&nbsp;Shihuan Lin ,&nbsp;Lixia Qin ,&nbsp;Yian Lu ,&nbsp;Mingming Zhao ,&nbsp;Demao Deng","doi":"10.1016/j.sleep.2025.02.016","DOIUrl":null,"url":null,"abstract":"<div><h3>Objective</h3><div>This study aimed to explore variations of brain functional connectivity patterns among post-COVID-19 patients with different outcomes of sleep quality.</div></div><div><h3>Methods</h3><div>Post-COVID-19 patients were prospectively enrolled and categorized into improvement or deterioration groups based on changes in sleep quality after a three-month follow-up. Functional MRI and blood samples were collected, while a battery of assessments was administered to evaluate sleep quality, mental status, and cognition. Baseline and follow-up data were compared to identify post-infection alterations. Brain functional networks and graph theory analysis were employed to derive network properties, with subsequent investigation into the correlation between these properties, sleep and psychological assessment scores, and blood test outcomes.</div></div><div><h3>Results</h3><div>The graph theory analysis revealed a significantly increase in global efficiency (Eglob) and local efficiency (Eloc), and a decrease in λ, in the improvement group. A notable enhancement of frontoparietal network (FPN) were observed. The deterioration group exhibited a significant increase in Eloc and λ, along with a decrease in Eglob. Furthermore, the deterioration group demonstrated a lower level of Eglob at follow-up. With respect to network strength, all networks except FPN showed significantly higher values in the improvement group. Pittsburgh Sleep Quality Index and Self-Rating Anxiety Scale scores differed between two groups.</div></div><div><h3>Conclusion</h3><div>Changes in sleep quality following COVID-19 infection are associated with brain functional connectivity patterns. Decreased Eglob is related to worsened sleep quality. The normalized strength of FPN serves as a key indicator for improved sleep quality, while other networks also play roles in regulating sleep quality.</div></div>","PeriodicalId":21874,"journal":{"name":"Sleep medicine","volume":"128 ","pages":"Pages 187-194"},"PeriodicalIF":3.4000,"publicationDate":"2025-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Sleep medicine","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S138994572500067X","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Objective

This study aimed to explore variations of brain functional connectivity patterns among post-COVID-19 patients with different outcomes of sleep quality.

Methods

Post-COVID-19 patients were prospectively enrolled and categorized into improvement or deterioration groups based on changes in sleep quality after a three-month follow-up. Functional MRI and blood samples were collected, while a battery of assessments was administered to evaluate sleep quality, mental status, and cognition. Baseline and follow-up data were compared to identify post-infection alterations. Brain functional networks and graph theory analysis were employed to derive network properties, with subsequent investigation into the correlation between these properties, sleep and psychological assessment scores, and blood test outcomes.

Results

The graph theory analysis revealed a significantly increase in global efficiency (Eglob) and local efficiency (Eloc), and a decrease in λ, in the improvement group. A notable enhancement of frontoparietal network (FPN) were observed. The deterioration group exhibited a significant increase in Eloc and λ, along with a decrease in Eglob. Furthermore, the deterioration group demonstrated a lower level of Eglob at follow-up. With respect to network strength, all networks except FPN showed significantly higher values in the improvement group. Pittsburgh Sleep Quality Index and Self-Rating Anxiety Scale scores differed between two groups.

Conclusion

Changes in sleep quality following COVID-19 infection are associated with brain functional connectivity patterns. Decreased Eglob is related to worsened sleep quality. The normalized strength of FPN serves as a key indicator for improved sleep quality, while other networks also play roles in regulating sleep quality.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
新冠肺炎患者睡眠质量变化与脑功能连接模式的相关性:一项为期三个月的纵向队列研究
目的探讨不同睡眠质量的新冠肺炎后患者脑功能连接模式的变化。方法前瞻性招募新冠肺炎后患者,并在随访3个月后根据睡眠质量变化分为改善组和恶化组。收集了功能性核磁共振成像和血液样本,同时进行了一系列评估,以评估睡眠质量、精神状态和认知能力。比较基线和随访数据以确定感染后的改变。研究人员利用脑功能网络和图论分析来推导网络属性,随后研究这些属性与睡眠和心理评估得分以及血液测试结果之间的相关性。结果图论分析显示,改进组的整体效率(Eglob)和局部效率(Eloc)显著提高,λ显著降低。观察到额顶叶网络(FPN)明显增强。恶化组Eloc和λ显著升高,Eglob显著降低。此外,在随访中,恶化组表现出较低的Eglob水平。在网络强度方面,除FPN外,改进组的所有网络都显示出显著更高的值。匹兹堡睡眠质量指数和自评焦虑量表得分在两组之间存在差异。结论COVID-19感染后睡眠质量的变化与脑功能连接模式有关。Eglob下降与睡眠质量恶化有关。FPN归一化强度是改善睡眠质量的关键指标,其他网络也有调节睡眠质量的作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Sleep medicine
Sleep medicine 医学-临床神经学
CiteScore
8.40
自引率
6.20%
发文量
1060
审稿时长
49 days
期刊介绍: Sleep Medicine aims to be a journal no one involved in clinical sleep medicine can do without. A journal primarily focussing on the human aspects of sleep, integrating the various disciplines that are involved in sleep medicine: neurology, clinical neurophysiology, internal medicine (particularly pulmonology and cardiology), psychology, psychiatry, sleep technology, pediatrics, neurosurgery, otorhinolaryngology, and dentistry. The journal publishes the following types of articles: Reviews (also intended as a way to bridge the gap between basic sleep research and clinical relevance); Original Research Articles; Full-length articles; Brief communications; Controversies; Case reports; Letters to the Editor; Journal search and commentaries; Book reviews; Meeting announcements; Listing of relevant organisations plus web sites.
期刊最新文献
Effectiveness of non-surgical weight loss interventions on obstructive sleep apnoea severity and cardiometabolic outcomes: A systematic review and meta-analysis. Cerebrovascular reactivity in obstructive sleep apnea: A systematic review using BOLD MRI. Clinical and craniofacial predictors of patient-reported and respiratory outcomes with oral appliance therapy. Objective versus subjective excessive daytime sleepiness in OSA: Quantifying the impact of fatigue. Being out of sync in academia: psychological, sleep-related and chronobiological factors associated with burnout in higher education students.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1