Computer Science Department, University of New Mexico, Albuquerque, NM 87131, United States.
Mathematics Department, University of New Mexico, Albuquerque, NM 87131, United States.
Neuroimage. 2014 Aug 15;97:117-26. doi: 10.1016/j.neuroimage.2014.04.009. Epub 2014 Apr 13.
Although a number of recent studies have examined functional connectivity at rest, few have assessed differences between connectivity both during rest and across active task paradigms. Therefore, the question of whether cortical connectivity patterns remain stable or change with task engagement continues to be unaddressed. We collected multi-scan fMRI data on healthy controls (N=53) and schizophrenia patients (N=42) during rest and across paradigms arranged hierarchically by sensory load. We measured functional network connectivity among 45 non-artifactual distinct brain networks. Then, we applied a novel analysis to assess cross paradigm connectivity patterns applied to healthy controls and patients with schizophrenia. To detect these patterns, we fit a group by task full factorial ANOVA model to the group average functional network connectivity values. Our approach identified both stable (static effects) and state-based differences (dynamic effects) in brain connectivity providing a better understanding of how individuals' reactions to simple sensory stimuli are conditioned by the context within which they are presented. Our findings suggest that not all group differences observed during rest are detectable in other cognitive states. In addition, the stable differences of heightened connectivity between multiple brain areas with thalamus across tasks underscore the importance of the thalamus as a gateway to sensory input and provide new insight into schizophrenia.
尽管最近有许多研究考察了静息状态下的功能连接,但很少有研究评估静息状态下和主动任务范式之间的连接差异。因此,皮质连接模式是否保持稳定或随着任务参与而变化的问题仍然没有得到解决。我们在静息状态和以感觉负荷分级排列的范式下收集了健康对照组(N=53)和精神分裂症患者(N=42)的多扫描 fMRI 数据。我们测量了 45 个非人为差异的不同脑网络之间的功能网络连接。然后,我们应用了一种新的分析方法来评估健康对照组和精神分裂症患者的跨范式连接模式。为了检测这些模式,我们将组间任务全因子方差分析模型拟合到组平均功能网络连接值中。我们的方法确定了大脑连接中的稳定(静态效应)和基于状态的差异(动态效应),从而更好地理解了个体对简单感觉刺激的反应如何受到呈现它们的背景的影响。我们的研究结果表明,并非所有在静息状态下观察到的组间差异都能在其他认知状态下检测到。此外,多个大脑区域与丘脑之间连接的增强在任务之间存在稳定差异,这突出了丘脑作为感觉输入门户的重要性,并为精神分裂症提供了新的见解。