Modulatory dynamics of periodic and aperiodic activity in respiration-brain coupling.
Daniel S KlugerCarina ForsterOmid AbbasiNikos ChalasArno VillringerJoachim GrossPublished in: Nature communications (2023)
Bodily rhythms such as respiration are increasingly acknowledged to modulate neural oscillations underlying human action, perception, and cognition. Conversely, the link between respiration and aperiodic brain activity - a non-oscillatory reflection of excitation-inhibition (E:I) balance - has remained unstudied. Aiming to disentangle potential respiration-related dynamics of periodic and aperiodic activity, we applied recently developed algorithms of time-resolved parameter estimation to resting-state MEG and EEG data from two labs (total N = 78 participants). We provide evidence that fluctuations of aperiodic brain activity (1/f slope) are phase-locked to the respiratory cycle, which suggests that spontaneous state shifts of excitation-inhibition balance are at least partly influenced by peripheral bodily signals. Moreover, differential temporal dynamics in their coupling to non-oscillatory and oscillatory activity raise the possibility of a functional distinction in the way each component is related to respiration. Our findings highlight the role of respiration as a physiological influence on brain signalling.
Keyphrases
- resting state
- functional connectivity
- high frequency
- white matter
- endothelial cells
- machine learning
- working memory
- mild cognitive impairment
- big data
- deep learning
- multiple sclerosis
- room temperature
- electronic health record
- artificial intelligence
- drug induced
- cerebral ischemia
- ionic liquid
- pluripotent stem cells
- electron transfer