Laboratory of Chemical Pharmacology, Graduate School of Pharmaceutical Sciences, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-0033, Japan.
Center for Information and Neural Networks, Suita City, Osaka, 565-0871, Japan.
Sci Rep. 2019 Jul 22;9(1):10581. doi: 10.1038/s41598-019-47171-y.
Mental stress-induced biological responses considerably differ across animals, which may be explained by intrinsic brain activity patterns. To address this hypothesis, we recorded local field potential signals from six cortical areas, electrocardiograms, and electromyograms from freely moving rats. Based on their stress-induced changes in cardiac signals, individual defeated rats were classified into stress susceptible and resilient groups. Rats with lower correlations in theta power across wide ranges of cortical regions before the stress challenge had higher probability to be stress-susceptible rats as defined based on the irregularity of heartbeat signals. A combination of principal component analysis and the support vector machine algorithm revealed that functional connections across cortical regions could be predictive factors accounting for individual differences in future stress susceptibility. These results suggest that individual differences in cortical activity may be a mechanism that causes abnormal activity of peripheral organs in response to mental stress episodes. This evidence will advance the understanding of the neurophysiological correlates of mind-body associations during mental stress exposure.
精神压力引起的生物反应在不同动物之间有很大的差异,这可以用内在的大脑活动模式来解释。为了验证这一假设,我们从自由活动的大鼠中记录了六个皮质区域的局部场电位信号、心电图和肌电图。基于它们在心脏信号上的应激诱导变化,个体被击败的大鼠被分为应激易感和应激耐受组。在应激挑战之前,皮质区域之间的θ功率相关性较低的大鼠,其心跳信号不规则的可能性更高,被定义为应激易感大鼠。主成分分析和支持向量机算法的组合表明,皮质区域之间的功能连接可以成为预测因素,解释个体在未来对压力的敏感性差异。这些结果表明,皮质活动的个体差异可能是导致外周器官对精神压力事件异常活动的机制。这一证据将促进对精神压力暴露期间身心关联的神经生理学相关性的理解。