Roy Heather, Wasylyshyn Nick, Spangler Derek P, Gamble Katherine R, Patton Debbie, Brooks Justin R, Garcia Javier O, Vettel Jean M
United States Army Research Laboratory, Aberdeen Proving Ground, Adelphi, MD, United States.
Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, United States.
Front Hum Neurosci. 2019 Feb 18;13:54. doi: 10.3389/fnhum.2019.00054. eCollection 2019.
An event or experience can induce different emotional responses between individuals, including strong variability based on task parameters or environmental context. Physiological correlates of emotional reactivity, as well as related constructs of stress and anxiety, have been found across many physiological metrics, including heart rate and brain activity. However, the interdependances and interactions across contexts and between physiological systems are not well understood. Here, we recruited military and law enforcement to complete two experimental sessions across two different days. In the laboratory session, participants viewed high-arousal negative images while brain activity electroencephalogram (EEG) was recorded from the scalp, and functional connectivity was computed during the task and used as a predictor of emotional response during the other experimental session. In an immersive simulation session, participants performed a shoot-don't-shoot scenario while heart rate electrocardiography (ECG) was recorded. Our analysis examined the relationship between the sessions, including behavioral responses (emotional intensity ratings, task performance, and self-report anxiety) and physiology from different modalities [brain connectivity and heart rate variability (HRV)]. Results replicated previous research and found that behavioral performance was modulated within-session based on varying levels of emotional intensity in the laboratory session ( = 4.062, < 0.0005) and stress level in the simulation session ( = 2.45, corrected -value = 0.0142). Both behavior and physiology demonstrated cross-session relationships. Behaviorally, higher intensity ratings in the laboratory was related to higher self-report anxiety in the immersive simulation during low-stress ( = 0.465, = 25, = 0.019) and high-stress ( = 0.400, = 25, = 0.047) conditions. Physiologically, brain connectivity in the theta band during the laboratory session significantly predicted low-frequency HRV in the simulation session ( < 0.05); furthermore, a frontoparietal connection accounted for emotional intensity ratings during the attend laboratory condition ( = 0.486, = 0.011) and self-report anxiety after the high-stress simulation condition ( = 0.389, = 0.035). Interestingly, the predictive power of the brain activity occurred only for the conditions where participants had higher levels of emotional reactivity, stress, or anxiety. Taken together, our findings describe an integrated behavioral and physiological characterization of emotional reactivity.
一个事件或经历在个体之间可能引发不同的情绪反应,包括基于任务参数或环境背景的强烈变异性。在许多生理指标中都发现了情绪反应性的生理关联以及压力和焦虑的相关构念,包括心率和大脑活动。然而,不同情境之间以及生理系统之间的相互依存关系和相互作用尚未得到充分理解。在这里,我们招募了军人和执法人员在两天内完成两个实验环节。在实验室环节中,参与者观看高唤醒负面图像,同时从头皮记录脑电图(EEG)大脑活动,并在任务期间计算功能连接性,并将其用作另一个实验环节中情绪反应的预测指标。在沉浸式模拟环节中,参与者在进行射击 - 不射击场景时记录心电图(ECG)心率。我们的分析考察了两个环节之间的关系,包括行为反应(情绪强度评分、任务表现和自我报告焦虑)以及来自不同模态的生理学指标[大脑连接性和心率变异性(HRV)]。结果重复了先前的研究,发现在实验室环节中,行为表现会根据情绪强度的不同水平在环节内受到调节(F = 4.062,p < 0.0005),在模拟环节中则根据压力水平受到调节(F = 2.45,校正p值 = 0.0142)。行为和生理学指标都表现出跨环节的关系。行为方面,在实验室中较高的强度评分与在低压力(r = 0.465,n = 25,p = 0.019)和高压力(r = 0.400,n = 25,p = 0.047)条件下沉浸式模拟中较高的自我报告焦虑相关。生理方面,实验室环节中θ波段的大脑连接性显著预测了模拟环节中的低频HRV(p < 0.05);此外,一个额顶叶连接在参与实验室条件下解释了情绪强度评分(r = 0.486,p = 0.011)以及高压力模拟条件后的自我报告焦虑(r = 0.389,p = 0.035)。有趣的是,大脑活动的预测能力仅在参与者具有较高情绪反应性、压力或焦虑水平的条件下出现。综上所述,我们的研究结果描述了情绪反应性的综合行为和生理特征。