Suppr超能文献

用于痴呆症患者γ波段诱捕的非侵入性听觉脑刺激:一个脑电图数据集。

Non-invasive auditory brain stimulation for gamma-band entrainment in dementia patients: An EEG dataset.

作者信息

Lahijanian Mojtaba, Sedghizadeh Mohammad Javad, Aghajan Hamid, Vahabi Zahra

机构信息

Department of Electrical Engineering, Sharif University of Technology, Tehran, Iran.

Department of Geriatric Medicine, Ziaeian Hospital, Tehran University of Medical Sciences, Tehran, Iran.

出版信息

Data Brief. 2022 Jan 19;41:107839. doi: 10.1016/j.dib.2022.107839. eCollection 2022 Apr.

Abstract

Gamma entrainment has been shown to enhance beta amyloid (Aβ) uptake in mouse models of Alzheimer's disease (AD) as well as improve cognitive symptoms of dementia in both humans and mice. Similar improvements have been reported for both invasive and non-invasive brain stimulation in the gamma oscillatory band, with 40 Hz auditory and visual sensory stimulants employed in non-invasive approaches. Non-invasive stimulation techniques possess the clear advantage of not requiring surgical procedures and can hence be applicable to a wider set of patients. The dataset introduced here was acquired with the aim of examining the network-level mechanisms governing the production of the brain's oscillatory activity during non-invasive auditory gamma-band stimulation, and thereby helping to explain the reported therapeutic effects of entrainment in AD patients. Thirteen elderly participants with memory complaints whose conditions were diagnosed as normal aging (non-AD) or mild AD based on the standard criteria for the diagnosis of AD including the mini-mental state exam (MMSE) took part in data collection in which EEG signals were recorded during auditory stimulation of the brain. The data collection session consisted of an initial one-minute rest followed by an alternating set of six stimulation trials interleaved with five rest trials. During each stimulation trial, an auditory stimulant in the form of a 40 Hz chirp was presented to the participant. The collected data from all participants were preprocessed following the full pipeline of Makoto with the use of EEGLAB and posted as a dataset named: Auditory Gamma Entrainment at OpenNeuro repository. The data record for each participant includes the EEG signal represented in standard BIDS format for one-minute rest followed by the auditory task data. A copy of the source EEG data is also provided in .txt format. The dataset can be used to study the characteristics of brain oscillations during entrainment, as well as for studies on auditory perception, analysis of resting state potentials in dementia patients, comparison of auditory evoked potentials with resting state potentials, ERP, ERSP, and SSAVP analysis of auditory response in dementia patients, time series analysis of the stimulation and rest trials, and brain connectivity analysis in dementia patients.

摘要

在阿尔茨海默病(AD)小鼠模型中,伽马同步已被证明可增强β淀粉样蛋白(Aβ)摄取,同时改善人类和小鼠的痴呆认知症状。对于伽马振荡频段的侵入性和非侵入性脑刺激,也有类似的改善报告,非侵入性方法采用40赫兹听觉和视觉感觉刺激器。非侵入性刺激技术具有无需手术的明显优势,因此可应用于更广泛的患者群体。此处引入的数据集旨在研究非侵入性听觉伽马频段刺激期间控制大脑振荡活动产生的网络层面机制,从而有助于解释同步对AD患者的治疗效果。13名有记忆问题的老年参与者,根据包括简易精神状态检查(MMSE)在内的AD诊断标准,其病情被诊断为正常衰老(非AD)或轻度AD,参与了数据收集,在此过程中记录了大脑听觉刺激期间的脑电图信号。数据收集环节包括最初的1分钟休息,随后是6次刺激试验与5次休息试验交替进行。在每次刺激试验中,向参与者呈现40赫兹啁啾声形式的听觉刺激。所有参与者收集的数据按照Makoto的完整流程,使用EEGLAB进行预处理,并作为名为“Auditory Gamma Entrainment”的数据集发布在OpenNeuro存储库中。每个参与者的数据记录包括以标准BIDS格式表示的1分钟休息脑电图信号,随后是听觉任务数据。源脑电图数据的副本也以.txt格式提供。该数据集可用于研究同步期间大脑振荡的特征,以及用于听觉感知研究、痴呆患者静息状态电位分析、听觉诱发电位与静息状态电位比较、痴呆患者听觉反应的ERP、ERSP和SSAVP分析、刺激和休息试验的时间序列分析以及痴呆患者的脑连接分析。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d055/8800012/23b1c4daa5a6/gr1.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验