Department of Psychology, Yale University.
Department of Psychology, Yale University.
Neuroimage. 2022 Jul 15;255:119215. doi: 10.1016/j.neuroimage.2022.119215. Epub 2022 Apr 16.
As public access to longitudinal developmental datasets like the Adolescent Brain Cognitive Development Study (ABCD Study®) increases, so too does the need for resources to benchmark time-dependent effects. Scan-to-scan changes observed with repeated imaging may reflect development but may also reflect practice effects, day-to-day variability in psychological states, and/or measurement noise. Resources that allow disentangling these time-dependent effects will be useful in quantifying actual developmental change. We present an accelerated adult equivalent of the ABCD Study dataset (a-ABCD) using an identical imaging protocol to acquire magnetic resonance imaging (MRI) structural, diffusion-weighted, resting-state and task-based data from eight adults scanned five times over five weeks. We report on the task-based imaging data (n = 7). In-scanner stop-signal (SST), monetary incentive delay (MID), and emotional n-back (EN-back) task behavioral performance did not change across sessions. Post-scan recognition memory for emotional n-back stimuli, however, did improve as participants became more familiar with the stimuli. Functional MRI analyses revealed that patterns of task-based activation reflecting inhibitory control in the SST, reward success in the MID task, and working memory in the EN-back task were more similar within individuals across repeated scan sessions than between individuals. Within-subject, activity was more consistent across sessions during the EN-back task than in the SST and MID task, demonstrating differences in fMRI data reliability as a function of task. The a-ABCD dataset provides a unique testbed for characterizing the reliability of brain function, structure, and behavior across imaging modalities in adulthood and benchmarking neurodevelopmental change observed in the open-access ABCD Study.
随着公众越来越多地访问像“青少年大脑认知发展研究(ABCD 研究)”这样的纵向发展数据集,对基准时间依赖性效应的资源的需求也越来越大。重复成像观察到的扫描到扫描变化可能反映了发育,但也可能反映了练习效应、心理状态的日常变化,和/或测量噪声。能够区分这些时间依赖性效应的资源将有助于量化实际的发育变化。我们使用与获取磁共振成像(MRI)结构、扩散加权、静息态和基于任务数据完全相同的成像协议,提供了 ABCD 研究数据集的加速成人等效数据集(a-ABCD),从扫描五次的八个成年人那里获得了五次。我们报告了基于任务的成像数据(n=7)。在扫描内停止信号(SST)、货币奖励延迟(MID)和情绪 n 回(EN-back)任务的行为表现没有随着时间的推移而改变。然而,随着参与者对刺激越来越熟悉,情绪 n 回刺激的扫描后识别记忆确实有所提高。功能磁共振成像分析表明,反映 SST 中抑制控制、MID 任务中奖励成功和 EN-back 任务中工作记忆的基于任务的激活模式在个体内比个体间更为相似。在 EN-back 任务中,个体内的活动比 SST 和 MID 任务更一致,这表明 fMRI 数据可靠性随任务而变化。a-ABCD 数据集为描述成人各种成像模式下的大脑功能、结构和行为的可靠性以及基准化公开获取的 ABCD 研究中观察到的神经发育变化提供了一个独特的测试平台。