Jarrahi Behnaz, Mantini Dante
Systems Neuroscience and Pain Lab, Stanford University School of Medicine.
Research Centre for Motor Control and Neuroplasticity, KU Leuven.
Int IEEE EMBS Conf Neural Eng. 2019 Mar;2019:489-493. doi: 10.1109/NER.2019.8717082. Epub 2019 May 20.
Task-induced variations in neural activity and their effects on the topological architecture of intrinsic connectivity networks (ICNs) of the brain are still a matter of ongoing research. In this exploratory study, we used spatial independent component analysis (ICA) as a data-driven technique to characterize ICNs related to two different tasks in healthy subjects who underwent 3T blood oxygen level-dependent (BOLD) functional magnetic resonance imaging (fMRI). The fMRI tasks consisted of (a) a viscerosensory stimulation of an internal organ (interoceptive task), and (b) passive viewing of emotionally expressive faces and pictures from the International Affective Picture System (exteroceptive emotion task). Comparison of the network volumes and peak activations during each task condition demonstrated that changes in ICN volume and corresponding peak activation differed between the interoceptive and exteroceptive emotion tasks when compared to the baseline rest. Further, salience network was the most task-activated ICN for both fMRI task conditions. However, different spatial characteristics were observed between the salience networks derived from the interoceptive task and the one derived from the exteroceptive emotion task. This study is a step in the direction of better understanding the influence of task condition on ICN topology. Future research with a larger sample size and task variations should delve deeper into what aspects of network topology really matter, with further investigations regarding the observed differences due to gender and age.
任务诱发的神经活动变化及其对大脑内在连接网络(ICN)拓扑结构的影响仍是一个正在进行研究的课题。在这项探索性研究中,我们使用空间独立成分分析(ICA)作为一种数据驱动技术,来表征在接受3T血氧水平依赖(BOLD)功能磁共振成像(fMRI)的健康受试者中与两种不同任务相关的ICN。fMRI任务包括:(a)对一个内部器官进行内脏感觉刺激(内感受任务),以及(b)被动观看来自国际情感图片系统的情感表达面孔和图片(外感受情感任务)。对每个任务条件下的网络体积和峰值激活进行比较表明,与基线静息状态相比,内感受任务和外感受情感任务在ICN体积变化和相应的峰值激活方面存在差异。此外,突显网络是两种fMRI任务条件下激活程度最高的ICN。然而,从内感受任务得出的突显网络和从外感受情感任务得出的突显网络之间观察到了不同的空间特征。这项研究朝着更好地理解任务条件对ICN拓扑结构的影响迈出了一步。未来采用更大样本量和任务变化的研究应更深入地探究网络拓扑结构的哪些方面真正重要,并进一步研究因性别和年龄导致的观察到的差异。