Jacola Lisa M, Willard Victoria W, Ashford Jason M, Ogg Robert J, Scoggins Matthew A, Jones Melissa M, Wu Shengjie, Conklin Heather M
a Department of Psychology , St. Jude Children's Research Hospital , Memphis , TN , USA.
J Clin Exp Neuropsychol. 2014;36(8):875-86. doi: 10.1080/13803395.2014.953039. Epub 2014 Sep 25.
N-back tasks are commonly used in functional neuroimaging studies to identify the neural mechanisms supporting working memory (WM). Despite widespread use, the clinical utility of these tasks is not well specified. This study compared N-back performance during functional magnetic resonance imaging (fMRI) with task data acquired outside of the scanner as a measure of reliability across environment. N-back task validity was examined in relation to performance and rater-based measures used clinically to assess working memory.
Forty-three healthy adults completed verbal and object N-back tasks during fMRI scanning and outside the scanner. Task difficulty was varied parametrically (0, 1, and 2-back conditions). Order of N-back task completion was stratified by modality (verbal/object) and environment. Participants completed the Digit Span (DS) and provided self-ratings using the Behavior Rating Inventory of Executive Function (BRIEF-WM).
Mean verbal and object N-back accuracy was above 95% across load conditions; task difficulty was effectively manipulated across load conditions. Performance accuracy did not significantly differ by environment. N-back reaction time was slower during fMRI (F = 6.52, p = .01, ηp(2) = .13); participants were faster when initially completing tasks outside the scanner (ηp(2) = .10-.15). Verbal 2-back accuracy was significantly related to DS performance (r = .36, p = .02). N-back performance was not related to BRIEF-WM.
Our results provide evidence for reliability of N-back accuracy during fMRI scanning; however, reliability of reaction time data is affected by order of task presentation. Data regarding construct validity are inconsistent and emphasize the need to consider clinical utility of behavioral measures in the design and interpretation of functional neuroimaging studies.
n-back任务常用于功能神经影像学研究,以识别支持工作记忆(WM)的神经机制。尽管该任务被广泛使用,但其临床效用尚未明确界定。本研究将功能磁共振成像(fMRI)期间的n-back表现与扫描仪外获取的任务数据进行比较,以此作为跨环境可靠性的一项指标。本研究还结合表现以及临床上用于评估工作记忆的基于评分者的测量方法,对n-back任务的有效性进行了检验。
43名健康成年人在fMRI扫描期间及扫描仪外完成了言语和客体n-back任务。任务难度呈参数化变化(0-back、1-back和2-back条件)。n-back任务完成顺序按模态(言语/客体)和环境进行分层。参与者完成了数字广度测试(DS),并使用执行功能行为评定量表(BRIEF-WM)进行自我评定。
在所有负荷条件下,言语和客体n-back的平均准确率均高于95%;任务难度在不同负荷条件下得到有效控制。表现准确率在不同环境下无显著差异。fMRI期间n-back反应时间较慢(F = 6.52,p = .01,ηp(2) = .13);参与者在最初于扫描仪外完成任务时速度更快(ηp(2) = .10-.15)。言语2-back准确率与DS表现显著相关(r = .36,p = .02)。n-back表现与BRIEF-WM无关。
我们的结果为fMRI扫描期间n-back准确率的可靠性提供了证据;然而,反应时间数据的可靠性受任务呈现顺序的影响。关于结构效度的数据并不一致,这凸显了在功能神经影像学研究的设计和解释中考虑行为测量临床效用的必要性。