Shan Cheng, Lin Cong, Duoduo Hui, Chaolin Teng, Wenbin Li, Jin Ma
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Based on the oxyhemoglobin concentration, Pearson's correlation coefficient (CORR), coherence value (COH) and the phase-locking value (PLV) were calculated to reflect FC among eight channels.</p><p><strong>Results: </strong>On the basis of effects of cognitive tasks, the concurrent physical activities would further increase National Aeronautics and Space Administration Task Load Index score (<i>p</i> < 0.05) and decrease task performance (<i>p</i> < 0.05). The fNIRS-based results showed that cognitive and physical loads had significant interaction effects on CORR (<i>p</i> < 0.05), COH (<i>p</i> < 0.05), and PLV (<i>p</i> = 0.010), while their main effects were not significant. 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引用次数: 0
摘要
背景:功能近红外光谱(fNIRS)被广泛用于评估脑力工作量(MWL),但目前尚不清楚其是否受到认知任务中物理因素的影响。因此,我们评估了身体和认知负荷对前额叶皮层血流动力学特征的联合影响。方法:要求33名健康男性受试者完成3种认知任务(1-back、2-back和3-back)。同时增加左上肢等张收缩有氧运动。在这个复合任务中,记录了fNIRS信号、工作量感知和任务绩效。根据氧合血红蛋白浓度计算Pearson相关系数(CORR)、相干值(COH)和锁相值(PLV)来反映8个通道间的FC。结果:在认知任务的作用基础上,同时进行体育活动会进一步提高美国航空航天局任务负荷指数得分(p p p p p = 0.010),但它们的主作用不显著。不同通道对的结果表明,在高体力和高认知负荷的联合作用下,右背外侧前额叶皮层与双侧眶额叶皮层之间的功能连通性显著增强。讨论:从前额叶功能连通性的角度,本研究支持物理因素对操作人员心理负荷的可测量影响。研究结果可为实时(或在线)评价自然环境中MWL水平提供参考。
Enhancement of prefrontal functional connectivity under the influence of concurrent physical load during mental tasks.
Backgrounds: Functional near-infrared spectroscopy (fNIRS) is widely used for the evaluation of mental workload (MWL), but it is not yet clear whether it is affected by physical factors during cognitive tasks. Therefore, the combined effects of physical and cognitive loads on hemodynamic features in the prefrontal cortex were evaluated.
Methods: Thirty-three eligible healthy male subjects were asked to perform three types of cognitive tasks (1-back, 2-back and 3-back). Concurrently, isotonic contraction aerobic exercise of the left upper limb was added. During this compound task, fNIRS signals, workload perception and task performance were recorded. Based on the oxyhemoglobin concentration, Pearson's correlation coefficient (CORR), coherence value (COH) and the phase-locking value (PLV) were calculated to reflect FC among eight channels.
Results: On the basis of effects of cognitive tasks, the concurrent physical activities would further increase National Aeronautics and Space Administration Task Load Index score (p < 0.05) and decrease task performance (p < 0.05). The fNIRS-based results showed that cognitive and physical loads had significant interaction effects on CORR (p < 0.05), COH (p < 0.05), and PLV (p = 0.010), while their main effects were not significant. The results of different channel pairs suggested that the functional connectivity between the right dorsolateral prefrontal cortex and the bilateral orbital frontal cortex was significantly enhanced under the combined effects of high physical and high cognitive load.
Discussion: From the perspective of prefrontal functional connectivity, this study supports measurable effects of physical factor on operators' mental load. The results provide a reference for the real-time (or online) assessment of the MWL level in the natural environment.
期刊介绍:
Frontiers in Human Neuroscience is a first-tier electronic journal devoted to understanding the brain mechanisms supporting cognitive and social behavior in humans, and how these mechanisms might be altered in disease states. The last 25 years have seen an explosive growth in both the methods and the theoretical constructs available to study the human brain. Advances in electrophysiological, neuroimaging, neuropsychological, psychophysical, neuropharmacological and computational approaches have provided key insights into the mechanisms of a broad range of human behaviors in both health and disease. Work in human neuroscience ranges from the cognitive domain, including areas such as memory, attention, language and perception to the social domain, with this last subject addressing topics, such as interpersonal interactions, social discourse and emotional regulation. How these processes unfold during development, mature in adulthood and often decline in aging, and how they are altered in a host of developmental, neurological and psychiatric disorders, has become increasingly amenable to human neuroscience research approaches. Work in human neuroscience has influenced many areas of inquiry ranging from social and cognitive psychology to economics, law and public policy. Accordingly, our journal will provide a forum for human research spanning all areas of human cognitive, social, developmental and translational neuroscience using any research approach.