Faes Luca, Greco Alberto, Lanata Antonio, Barbieri Riccardo, Scilingo Enzo Pasquale, Valenza Gaetano
Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:1559-1562. doi: 10.1109/EMBC.2017.8037134.
Complex heartbeat dynamics is known to reflect subject's emotional state, thanks to numerous links to brain cortical and subcortical regions. Likewise, specific brain regions are deeply involved in vagally-mediated emotional processing and regulation. Nevertheless, although the brain-heart interplay has been studied during visual emotion elicitation, directional interactions have not been investigated so far. To fill this gap, in this study we investigate brain-heart dynamics during emotional elicitation in healthy subjects through measures of Granger causality (GC) between the two physiological systems. Data were gathered from 22 healthy volunteers who underwent pleasant/ unpleasant affective elicitation using pictures from the International Affective Picture System. Neutral emotional stimuli were elicited as well. High density electroencephalogram (EEG) signals were processed to obtain time-varying maps of cortical activation, whereas the associated instantaneous cardiovascular dynamics was estimated through inhomogeneous point-process models. Concerning the information transfer brain-to-heart, GE highlighted significant valence-dependent lateralization with respect to resting states. Furthermore, as a proof of concept, the study of heart-to-brain dynamics considering EEG oscillations in the γ band (30-45 Hz) highlighted differential information transfer between neutral and positive elicitations directed to the prefrontal cortex.
复杂的心跳动态变化已知能反映个体的情绪状态,这得益于其与大脑皮层和皮层下区域之间存在的众多联系。同样,特定的脑区也深度参与了由迷走神经介导的情绪处理和调节过程。然而,尽管在视觉情绪诱发过程中已经对脑 - 心相互作用进行了研究,但到目前为止尚未对其方向性相互作用进行研究。为了填补这一空白,在本研究中,我们通过测量两个生理系统之间的格兰杰因果关系(GC),来研究健康受试者在情绪诱发过程中的脑 - 心动态变化。数据收集自22名健康志愿者,他们使用国际情感图片系统中的图片接受愉快/不愉快的情感诱发。同时也诱发了中性情绪刺激。对高密度脑电图(EEG)信号进行处理以获得皮层激活的时变图,而相关的瞬时心血管动态变化则通过非均匀点过程模型进行估计。关于从脑到心的信息传递,格兰杰因果关系显示出相对于静息状态而言显著的效价依赖性偏侧化。此外,作为概念验证,对考虑γ频段(30 - 45赫兹)脑电图振荡的从心到脑动态变化的研究突出了中性和正向诱发刺激向额叶前皮质传递的差异信息。