首页> 美国卫生研究院文献>Philosophical transactions. Series A Mathematical physical and engineering sciences >Combining electroencephalographic activity and instantaneous heart rate for assessing brain–heart dynamics during visual emotional elicitation in healthy subjects
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Combining electroencephalographic activity and instantaneous heart rate for assessing brain–heart dynamics during visual emotional elicitation in healthy subjects

机译:结合脑电图活动和瞬时心率来评估健康受试者视觉情绪诱发过程中的脑心动态

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摘要

Emotion perception, occurring in brain areas such as the prefrontal cortex and amygdala, involves autonomic responses affecting cardiovascular dynamics. However, how such brain–heart dynamics is further modulated by emotional valence (pleasantness/unpleasantness), also considering different arousing levels (the intensity of the emotional stimuli), is still unknown. To this extent, we combined electroencephalographic (EEG) dynamics and instantaneous heart rate estimates to study emotional processing in healthy subjects. Twenty-two healthy volunteers were elicited through affective pictures gathered from the International Affective Picture System. The experimental protocol foresaw 110 pictures, each of which lasted 10 s, associated to 25 different combinations of arousal and valence levels, including neutral elicitations. EEG data were processed using short-time Fourier transforms to obtain time-varying maps of cortical activation, whereas the associated instantaneous cardiovascular dynamics was estimated in the time and frequency domains through inhomogeneous point-process models. Brain–heart linear and nonlinear coupling was estimated through the maximal information coefficient (MIC). Considering EEG oscillations in the θ band (4–8 Hz), MIC highlighted significant arousal-dependent changes between positive and negative stimuli, especially occurring at intermediate arousing levels through the prefrontal cortex interplay. Moreover, high arousing elicitations seem to mitigate changes in brain–heart dynamics in response to pleasant/unpleasant visual elicitation.
机译:发生在大脑区域(例如前额叶皮层和杏仁核)的情绪感知涉及影响心血管动力学的自主反应。但是,如何通过情绪价(愉悦/不愉快)进一步调节这种大脑-心脏动力学,还考虑到不同的刺激水平(情绪刺激的强度),仍然是未知的。在此程度上,我们结合了脑电图(EEG)动态和瞬时心率估计来研究健康受试者的情绪处理。通过从国际情感图片系统中收集的情感图片来吸引22名健康志愿者。实验方案预见了110张图片,每张图片持续10秒,与25种不同的唤醒和化合价组合相关,包括中性激发。使用短时傅立叶变换处理EEG数据以获得皮质激活的时变图,而通过不均匀的点过程模型在时域和频域中估计相关的瞬时心血管动力学。通过最大信息系数(MIC)估计脑心线性和非线性耦合。考虑到θ波段(4–8 Hz)的脑电图振荡,MIC强调了正刺激和负刺激之间显着的与唤醒有关的变化,特别是在通过额叶前皮层相互作用的中等水平引起的变化。此外,高刺激性诱因似乎减轻了对大脑/心脏动力变化的响应,以响应愉悦/不愉快的视觉诱因。

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