Department of Psychiatry and Neuroimaging Center, Technische Universität Dresden, Dresden, Germany.
Department of Child and Adolescent Psychiatry, Faculty of Medicine of the TU Dresden, Dresden, Germany.
Sci Rep. 2017 May 23;7(1):2287. doi: 10.1038/s41598-017-02334-7.
Longitudinal developmental fMRI studies just recently began to focus on within-subject reliability using the intraclass coefficient (ICC). It remains largely unclear which degree of reliability can be achieved in developmental studies and whether this depends on the type of task used. Therefore, we aimed to systematically investigate the reliability of three well-classified tasks: an emotional attention, a cognitive control, and an intertemporal choice paradigm. We hypothesized to find higher reliability in the cognitive task than in the emotional or reward-related task. 104 healthy mid-adolescents were scanned at age 14 and again at age 16 within M = 1.8 years using the same paradigms, scanner, and scanning protocols. Overall, we found both variability and stability (i.e. poor to excellent ICCs) depending largely on the region of interest (ROI) and task. Contrary to our hypothesis, whole brain reliability was fair for the cognitive control task but good for the emotional attention and intertemporal choice task. Subcortical ROIs (ventral striatum, amygdala) resulted in lower ICCs than visual ROIs. Current results add to the yet sparse overall ICC literature in both developing samples and adults. This study shows that analyses of stability, i.e. reliability, are helpful benchmarks for longitudinal studies and their implications for adolescent development.
纵向发展功能磁共振成像研究最近才开始使用组内相关系数 (ICC) 来关注受试者内的可靠性。在发展研究中可以达到何种程度的可靠性,以及这种可靠性是否取决于所使用的任务类型,这些问题在很大程度上仍不清楚。因此,我们旨在系统地研究三种分类明确的任务的可靠性:情绪注意、认知控制和跨期选择范式。我们假设在认知任务中会比在情绪或奖励相关任务中具有更高的可靠性。104 名健康的青少年在 14 岁和 16 岁时(平均间隔 1.8 年)使用相同的范式、扫描仪和扫描方案进行扫描。总体而言,我们发现存在变异性和稳定性(即较差到极好的 ICC),这在很大程度上取决于感兴趣区域(ROI)和任务。与我们的假设相反,认知控制任务的全脑可靠性良好,但情绪注意和跨期选择任务的可靠性很好。皮质下 ROI(腹侧纹状体、杏仁核)的 ICC 低于视觉 ROI。目前的结果增加了发展样本和成年人中稀疏的总体 ICC 文献。本研究表明,稳定性分析,即可靠性,对于纵向研究及其对青少年发展的影响是有帮助的基准。