Institute of Neural Engineering, Graz University of Technology, Graz, Austria.
Faculty of Physics, University of Warsaw, ul. Pasteura 5, 02-093, Warsaw, Poland.
Sci Rep. 2023 Feb 10;13(1):2380. doi: 10.1038/s41598-023-29482-3.
Brain-body interactions can be studied by using directed coupling measurements of fMRI oscillations in the low (0.1-0.2 Hz) and high frequency bands (HF; 0.2-0.4 Hz). Recently, a preponderance of oscillations in the information flow between the brainstem and the prefrontal cortex at around 0.15/0.16 Hz was shown. The goal of this study was to investigate the information flow between BOLD-, respiratory-, and heart beat-to-beat interval (RRI) signals in the HF band in healthy subjects with high anxiety during fMRI examinations. A multivariate autoregressive model was concurrently applied to the BOLD signals from the middle frontal gyrus (MFG), precentral gyrus and the brainstem, as well as to respiratory and RRI signals. Causal coupling between all signals was determined using the Directed Transfer Function (DTF). We found a salience of fast respiratory waves with a period of 3.1 s (corresponding to ~ 0.32 Hz) and a highly significant (p < 0.001) top-down information-flow from BOLD oscillations in the MFG to the brainstem. Additionally, there was a significant (p < 0.01) information flow from RRI to respiratory oscillations. We speculate that brain oscillations around 0.32 Hz, triggered by nasal breathing, are projected downwards to the brainstem. Particularly interesting is the driving force of cardiac to respiratory waves with a ratio of 1:1 or 1:2. These results support the binary hierarchy model with preferred respiratory frequencies at 0.32 Hz and 0.16 Hz.
脑-体相互作用可以通过测量 fMRI 低频(0.1-0.2 Hz)和高频(HF;0.2-0.4 Hz)振荡的定向耦合来研究。最近,研究表明脑桥和前额叶皮层之间的信息流中存在优势振荡,频率约为 0.15/0.16 Hz。本研究的目的是在 fMRI 检查期间,调查健康受试者中高焦虑状态下 HF 频段内 BOLD、呼吸和心跳间期(RRI)信号之间的信息流。同时,将多元自回归模型应用于中额回(MFG)、中央前回和脑桥的 BOLD 信号,以及呼吸和 RRI 信号。使用定向传递函数(DTF)确定所有信号之间的因果耦合。我们发现快速呼吸波的显著性,其周期为 3.1 s(对应于~0.32 Hz),并且 MFG 中的 BOLD 振荡到脑桥的自上而下信息流具有高度显著性(p < 0.001)。此外,RRI 到呼吸振荡的信息流动具有显著性(p < 0.01)。我们推测,由鼻呼吸触发的 0.32 Hz 左右的脑振荡向下投射到脑桥。特别有趣的是,心脏到呼吸波的驱动力具有 1:1 或 1:2 的比值。这些结果支持了二元层级模型,其中首选呼吸频率为 0.32 Hz 和 0.16 Hz。