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多频带 fMRI 会影响中边缘奖赏反应的检测。

Multi-band FMRI compromises detection of mesolimbic reward responses.

机构信息

Department of Psychology, Stanford University, Stanford, CA, United States.

D'Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil.

出版信息

Neuroimage. 2021 Dec 1;244:118617. doi: 10.1016/j.neuroimage.2021.118617. Epub 2021 Sep 29.

Abstract

Recent innovations in Functional Magnetic Resonance Imaging (FMRI) have sped data collection by enabling simultaneous scans of neural activity in multiple brain locations, but have these innovations come at a cost? In a meta-analysis and preregistered direct comparison of original data, we examined whether acquiring FMRI data with multi-band versus single-band scanning protocols might compromise detection of mesolimbic activity during reward processing. Meta-analytic results (n = 44 studies; cumulative n = 5005 subjects) indicated that relative to single-band scans, multi-band scans showed significantly decreased effect sizes for reward anticipation in the Nucleus Accumbens (NAcc) by more than half. Direct within-subject comparison of single-band versus multi-band scanning data (multi-band factors = 4 and 8; n = 12 subjects) acquired during repeated administration of the Monetary Incentive Delay task indicated that reductions in temporal signal-to-noise ratio could account for compromised detection of task-related responses in mesolimbic regions (i.e., the NAcc). Together, these findings imply that researchers should opt for single-band over multi-band scanning protocols when probing mesolimbic responses with FMRI. The findings also have implications for inferring mesolimbic activity during related tasks and rest, for summarizing historical results, and for using neuroimaging data to track individual differences in reward-related brain activity.

摘要

最近,功能磁共振成像(fMRI)技术的创新使得同时扫描多个脑区的神经活动成为可能,从而加快了数据采集速度,但这些创新是否有代价呢?我们通过对原始数据的荟萃分析和预先注册的直接比较,研究了使用多带扫描协议与单带扫描协议获取 fMRI 数据是否可能影响奖励处理过程中中脑边缘活动的检测。荟萃分析结果(n=44 项研究;累计 n=5005 名受试者)表明,与单带扫描相比,多带扫描在纹状体(NAcc)中的奖励预期的效应量显著降低了一半以上。在重复进行货币奖励延迟任务期间,对单带与多带扫描数据(多带因子=4 和 8;n=12 名受试者)进行的直接个体内比较表明,时间信号噪声比的降低可能导致中脑边缘区域(即 NAcc)相关反应的检测受损。这些发现表明,当使用 fMRI 探测中脑边缘反应时,研究人员应该选择单带扫描协议而不是多带扫描协议。这些发现还对推断相关任务和休息期间的中脑边缘活动、总结历史结果以及使用神经影像学数据跟踪与奖励相关的大脑活动的个体差异具有影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3460/8626533/a26bb656ee95/nihms-1756243-f0001.jpg

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