Department of Radiology, University of Medicine and Dentistry of New Jersey, Newark, NJ 07103, USA.
Cereb Cortex. 2010 Sep;20(9):2188-97. doi: 10.1093/cercor/bhp284. Epub 2010 Jan 11.
Recent advances in neuroimaging have permitted testing of hypotheses regarding the neural bases of individual differences, but this burgeoning literature has been characterized by inconsistent results. To test the hypothesis that differences in task demands could contribute to between-study variability in brain-behavior relationships, we had participants perform 2 tasks that varied in the extent of cognitive involvement. We examined connectivity between brain regions during a low-demand vigilance task and a higher-demand digit-symbol visual search task using Granger causality analysis (GCA). Our results showed 1) Significant differences in numbers of frontoparietal connections between low- and high-demand tasks 2) that GCA can detect activity changes that correspond with task-demand changes, and 3) faster participants showed more vigilance-related activity than slower participants, but less visual-search activity. These results suggest that relatively low-demand cognitive performance depends on spontaneous bidirectionally fluctuating network activity, whereas high-demand performance depends on a limited, unidirectional network. The nature of brain-behavior relationships may vary depending on the extent of cognitive demand. High-demand network activity may reflect the extent to which individuals require top-down executive guidance of behavior for successful task performance. Low-demand network activity may reflect task- and performance monitoring that minimizes executive requirements for guidance of behavior.
神经影像学的最新进展允许对个体差异的神经基础假设进行测试,但这一不断发展的文献的特点是结果不一致。为了检验任务需求差异可能导致大脑-行为关系研究间变异性的假设,我们让参与者执行 2 项认知投入程度不同的任务。我们使用格兰杰因果分析(GCA)检查了在低需求警觉任务和高需求数字符号视觉搜索任务期间大脑区域之间的连通性。我们的结果表明:1)低需求和高需求任务之间的额顶叶连接数量存在显著差异;2)GCA 可以检测与任务需求变化相对应的活动变化;3)参与者的反应速度越快,与警觉相关的活动就越多,而视觉搜索活动则越少。这些结果表明,相对低需求的认知表现依赖于自发双向波动的网络活动,而高需求的表现依赖于有限的单向网络。大脑-行为关系的性质可能取决于认知需求的程度。高需求网络活动可能反映了个体在成功完成任务时需要自上而下的行为指导的程度。低需求网络活动可能反映了任务和性能监控,最大限度地减少了行为指导的执行要求。