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个体内 N 回任务中的 BOLD 信号变异性及其与警觉性和工作记忆的关系。

Within-individual BOLD signal variability in the N-back task and its associations with vigilance and working memory.

机构信息

Department of Psychology, Georgia State University, Urban Life Building, 11th Floor, 140 Decatur St, Atlanta, GA, 30303, USA.

Department of Psychology, Georgia State University, Urban Life Building, 11th Floor, 140 Decatur St, Atlanta, GA, 30303, USA; Neuroscience Institute, Georgia State University, PO Box 5030, Atlanta, GA, 30302, USA.

出版信息

Neuropsychologia. 2022 Aug 13;173:108280. doi: 10.1016/j.neuropsychologia.2022.108280. Epub 2022 May 31.

Abstract

In a group of healthy adults (N = 48), this study evaluated how fMRI Blood Oxygen Level-Dependent (BOLD) signal variability differed across letter n-back task load and quantified the extent to which BOLD signal variability was associated with in-scanner accuracy and reaction time as well as out-of-scanner measures of vigilance and working memory (WM). Within-individual BOLD signal variability in regions of interest (ROIs, identified as peak coordinates in an attention/vigilance and WM network using Neurosynth) was differentially modulated across vigilance and WM trials. Within-individual BOLD signal variability was significantly greater across the majority of the ROIs in the working memory trials (2- and 3-back trials) compared to 0-back trials. Notably, this increased variability across the network was accompanied by significantly less variability in the left cingulate gyrus and left inferior temporal lobe during the working memory trials. Significantly fewer differences in within-individual BOLD signal variability were identified for vigilance trials (0- and 1-back trials) compared to crosshair. We hypothesized that increased BOLD signal variability would be associated with n-back task performance and with out-of-scanner measures of vigilance (Digit Span Forward) and WM (Auditory Consonant Trigrams and Digit Span Backward). These results were non-significant after correcting for multiple comparisons. Furthermore, using multivariate analyses (partial least squares regression; PLS-R), within-individual BOLD signal variability in regions associated with a WM-vigilance network did not significantly predict out-of-scanner test performance after appropriate cross validation, yet provided a promising trend for WM trials; greater within-individual BOLD signal variability during WM n-back trials was associated with decreased performance on all included neuropsychological measures, which provides partial support for previous findings. This study demonstrates that patterns of variability differ based on task load in the scanner and illustrates an intriguing association between within-individual BOLD signal variability and out-of-scanner behavioral performance that may be better explored in future studies with a larger sample size.

摘要

在一组健康成年人(N=48)中,本研究评估了功能磁共振成像(fMRI)血氧水平依赖(BOLD)信号变异性如何在字母 n 回任务负荷下不同,并量化了 BOLD 信号变异性与扫描内准确性和反应时间以及扫描外警觉性和工作记忆(WM)测量之间的关联程度。在个体内的感兴趣区域(ROI)的 BOLD 信号变异性在警觉性和 WM 试验中呈现出不同的调制。与 0 回试验相比,在工作记忆试验(2 回和 3 回试验)中,大多数 ROI 的个体内 BOLD 信号变异性显著增加。值得注意的是,在工作记忆试验中,整个网络的变异性增加伴随着左扣带回和左颞下回的变异性显著减少。与十字准线相比,警觉性试验(0 回和 1 回试验)的个体内 BOLD 信号变异性差异较小。我们假设,BOLD 信号变异性的增加将与 n 回任务表现以及扫描外警觉性(数字跨度向前)和 WM(听觉辅音三字母和数字跨度向后)的测量相关。在进行多次比较校正后,这些结果并不显著。此外,使用多元分析(偏最小二乘回归;PLS-R),与 WM-警觉网络相关的 ROI 中的个体内 BOLD 信号变异性在适当的交叉验证后,并没有显著预测扫描外测试表现,尽管对于 WM 试验有一个有希望的趋势;在 WM n 回试验中,个体内 BOLD 信号变异性增加与所有包括的神经心理学测量的表现下降相关,这为以前的发现提供了部分支持。本研究表明,在扫描器中基于任务负荷的变异性模式不同,并说明了个体内 BOLD 信号变异性与扫描外行为表现之间的有趣关联,这可能在未来具有更大样本量的研究中得到更好的探索。

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