Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Liebiggasse 5, 1010 Vienna, Austria; Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Lenggstrasse 31, 8032 Zürich, Switzerland.
Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Liebiggasse 5, 1010 Vienna, Austria; Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Lenggstrasse 31, 8032 Zürich, Switzerland.
Neuroimage Clin. 2023;37:103345. doi: 10.1016/j.nicl.2023.103345. Epub 2023 Feb 8.
Resting-state functional connectivity has generated great hopes as a potential brain biomarker for improving prevention, diagnosis, and treatment in psychiatry. This neuroimaging protocol can routinely be performed by patients and does not depend on the specificities of a task. Thus, it seems ideal for big data approaches that require aggregating data across multiple studies and sites. However, technical variability, diverging data analysis approaches, and differences in data acquisition protocols introduce heterogeneity to the aggregated data. Besides these technical aspects, a prior task that changes the psychological state of participants might also contribute to heterogeneity. In healthy participants, studies have shown that behavioral tasks can influence resting-state measures, but such effects have not yet been reported in clinical populations. Here, we fill this knowledge gap by comparing resting-state functional connectivity before and after clinically relevant tasks in two clinical conditions, namely substance use disorders and phobias. The tasks consisted of viewing craving-inducing and spider anxiety provoking pictures that are frequently used in cue-reactivity studies and exposure therapy. We found distinct pre- vs post-task resting-state connectivity differences in each group, as well as decreased thalamo-cortical and increased intra-thalamic connectivity which might be associated with decreased vigilance in both groups. Our results confirm that resting-state measures can be strongly influenced by prior emotion-inducing tasks that need to be taken into account when pooling resting-state scans for clinical biomarker detection. This demands that resting-state datasets should include a complete description of the experimental design, especially when a task preceded data collection.
静息态功能连接作为一种潜在的精神医学脑生物标志物,在预防、诊断和治疗方面带来了很大的希望。该神经影像学方案可由患者常规进行,且不依赖于任务的特殊性。因此,它似乎非常适合需要在多个研究和地点汇总数据的大数据方法。然而,技术可变性、不同的数据分析方法以及数据采集协议的差异给汇总数据带来了异质性。除了这些技术方面,改变参与者心理状态的先前任务也可能导致异质性。在健康参与者中,研究表明行为任务可以影响静息态测量,但这种影响尚未在临床人群中报道。在这里,我们通过比较两种临床情况(物质使用障碍和恐惧症)中临床相关任务前后的静息态功能连接来填补这一知识空白。这些任务包括观看诱发渴望和引起蜘蛛焦虑的图片,这些图片经常用于线索反应研究和暴露疗法中。我们发现,每个组在任务前后的静息态连接都存在明显的差异,以及丘脑皮质连接减少和丘脑内连接增加,这可能与两个组的警觉性降低有关。我们的结果证实,静息态测量可以受到先前情绪诱发任务的强烈影响,当为临床生物标志物检测汇总静息态扫描时需要考虑这些影响。这就要求静息态数据集应包括实验设计的完整描述,特别是当任务先于数据收集时。