Kucyi Aaron, Esterman Michael, Riley Clay S, Valera Eve M
Department of Neurology & Neurological Sciences, Stanford University, Stanford, CA 94305.
Department of Psychiatry, Harvard Medical School, Boston, MA 02129.
Proc Natl Acad Sci U S A. 2016 Nov 29;113(48):13899-13904. doi: 10.1073/pnas.1611743113. Epub 2016 Nov 15.
The brain's default mode network (DMN) is highly active during wakeful rest when people are not overtly engaged with a sensory stimulus or externally oriented task. In multiple contexts, increased spontaneous DMN activity has been associated with self-reported episodes of mind-wandering, or thoughts that are unrelated to the present sensory environment. Mind-wandering characterizes much of waking life and is often associated with error-prone, variable behavior. However, increased spontaneous DMN activity has also been reliably associated with stable, rather than variable, behavior. We aimed to address this seeming contradiction and to test the hypothesis that single measures of attentional states, either based on self-report or on behavior, are alone insufficient to account for DMN activity fluctuations. Thus, we simultaneously measured varying levels of self-reported mind-wandering, behavioral variability, and brain activity with fMRI during a unique continuous performance task optimized for detecting attentional fluctuations. We found that even though mind-wandering co-occurred with increased behavioral variability, highest DMN signal levels were best explained by intense mind-wandering combined with stable behavior simultaneously, compared with considering either single factor alone. These brain-behavior-experience relationships were highly consistent within known DMN subsystems and across DMN subregions. In contrast, such relationships were absent or in the opposite direction for other attention-relevant networks (salience, dorsal attention, and frontoparietal control networks). Our results suggest that the cognitive processes that spontaneous DMN activity specifically reflects are only partially related to mind-wandering and include also attentional state fluctuations that are not captured by self-report.
当人们没有明显地接触感觉刺激或从事外部导向任务时,大脑的默认模式网络(DMN)在清醒休息期间高度活跃。在多种情况下,自发的DMN活动增加与自我报告的走神发作有关,即与当前感觉环境无关的想法。走神是清醒生活的一个主要特征,并且常常与容易出错的、多变的行为相关。然而,自发的DMN活动增加也一直与稳定而非多变的行为可靠地相关。我们旨在解决这一看似矛盾的问题,并检验以下假设:仅基于自我报告或行为的单一注意力状态测量不足以解释DMN活动的波动。因此,在一项为检测注意力波动而优化的独特连续执行任务期间,我们使用功能磁共振成像(fMRI)同时测量了不同水平的自我报告的走神、行为变异性和大脑活动。我们发现,尽管走神与行为变异性增加同时出现,但与单独考虑任何一个单一因素相比,高强度的走神与稳定行为同时出现时,能最好地解释最高的DMN信号水平。这些脑-行为-体验关系在已知的DMN子系统内以及跨DMN子区域都高度一致。相比之下,对于其他与注意力相关的网络(突显网络、背侧注意力网络和额顶叶控制网络),这种关系不存在或方向相反。我们的结果表明,自发的DMN活动具体反映的认知过程仅部分与走神相关,还包括自我报告未捕捉到的注意力状态波动。