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同时记录多频段 fMRI/EEG 的质量、统计效率和安全性。

On the Quality, Statistical Efficiency, and Safety of Simultaneously Recorded Multiband fMRI/EEG.

机构信息

School of Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.

Department of Anatomy and Medical Imaging, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.

出版信息

Brain Topogr. 2020 May;33(3):303-316. doi: 10.1007/s10548-020-00761-w. Epub 2020 Mar 6.

Abstract

The recent development of multiband functional magnetic resonance imaging (MB-fMRI) allows for the reduction of sampling period by simultaneously exciting multiple slices-the number of which is referred to as the multiband factor. Simultaneously recorded electroencephalography (EEG)/MB-fMRI has yet to be validated for data quality against conventional single band (SB)-fMRI. Pilot scans were conducted on phantoms twice and on a healthy volunteer to ensure no heating effects. In the main study, two thermometer probes were attached to 16 healthy individuals (ages 20-39, 9 females) whilst they completed two sets of 16-min resting-state and two sets of 9-min n-back task scans-each set consisting of one MB4 and one SB pulse sequence. No heating effects were reported and thermometer data showed mean increases of < 1.0 °C. Minimal differences between the two scan types were found in EEG channel variance and spectra. Expected decreases in MB4-fMRI tSNR were observed. In n-back task scans, little to no differences were detected in both EEG source analyses and fMRI local analyses for mixed effects. Resting-state posterior cingulate cortex seed-based analyses of the default mode network along with EEG-informed fMRI analysis of the occipital alpha anticorrelation effect showed improved statistical and spatial sensitivity at lower scan durations. Using EEG/MB4-fMRI for n-back tasks provided no statistical advantages nor disadvantages. However, for studying the resting-state, MB4-fMRI potentially allows for reduced scanning durations for equivalent statistical significance to be obtained or alternatively, larger effect sizes for the same scanning duration. As such, simultaneous EEG/MB4-fMRI is a viable alternative to EEG/SB-fMRI.

摘要

多波段功能磁共振成像(MB-fMRI)的最新发展允许通过同时激发多个切片来减少采样周期——激发的切片数量被称为多波段因子。同时记录的脑电图(EEG)/MB-fMRI 尚未针对数据质量与传统的单波段(SB)-fMRI 进行验证。对两次体模和一名健康志愿者进行了初步扫描,以确保没有加热效应。在主要研究中,在 16 名健康个体(年龄 20-39 岁,9 名女性)身上附着了两个温度计探头,同时完成了两组 16 分钟的静息态和两组 9 分钟的 n-back 任务扫描——每组由一个 MB4 和一个 SB 脉冲序列组成。没有报告加热效应,温度计数据显示平均增加量<1.0°C。在 EEG 通道方差和光谱方面,两种扫描类型之间存在最小差异。观察到 MB4-fMRI tSNR 的预期下降。在 n-back 任务扫描中,在 EEG 源分析和 fMRI 局部分析中,混合效应的 EEG 源分析和 fMRI 局部分析都没有检测到差异。在较低的扫描持续时间内,使用默认模式网络的后扣带回皮层种子的基于静息状态的分析以及基于 EEG 的枕部 alpha 反相关效应的 fMRI 分析,观察到更好的统计和空间灵敏度。使用 EEG/MB4-fMRI 进行 n-back 任务并没有提供统计上的优势或劣势。然而,对于研究静息状态,MB4-fMRI 可能允许减少扫描持续时间,以获得等效的统计显著性,或者在相同的扫描持续时间内获得更大的效应量。因此,同时进行 EEG/MB4-fMRI 是 EEG/SB-fMRI 的可行替代方案。

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