Community Analysis of Brain Functional Networks Reveals Systems-Level Integration in Olfactory Hedonic Perception

Olfactory hedonic perception involves complex interplay among an ensemble of neurocognitive systems implicated in sensory, affective and reward processing. However, the mechanisms of these inter-system interactions have yet to be well-characterized. Here, we employ directed functional connectivity n...

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Bibliographic Details
Main Authors: Low, Jazreel, Seet, Manuel, Hamano, Junji, Saba, Mariana, Thakor, Nitish V., Dragomir, Andrei
Format: Conference Proceeding
Language:English
Subjects:
Biology
Brain
Community detection
EEG
Electroencephalography
Emotions
Integration
Measurement
Odorants
Olfactory
Olfactory Perception
Reward system
Smell
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Summary:Olfactory hedonic perception involves complex interplay among an ensemble of neurocognitive systems implicated in sensory, affective and reward processing. However, the mechanisms of these inter-system interactions have yet to be well-characterized. Here, we employ directed functional connectivity networks estimated from source-localized EEG to uncover how brain regions across the olfactory, emotion and reward systems integrate organically into cross-system communities. Using the integration coefficient, a graph theoretic measure, we quantified the effect of exposure to fragrance stimuli of different hedonic values (high vs low pleasantness levels) on inter-systems interactions. Our analysis focused on beta band activity (13-30 Hz), which is known to facilitate integration of cortical areas involved in sensory perception. Higher-pleasantness stimuli induced elevated integration for the reward system, but not for the emotion and olfactory systems. Furthermore, the nodes of reward system showed more outward connections to the emotion and olfactory systems than inward connections from the respective systems. These results suggest the centrality of the reward system-supported by beta oscillations-in actively coordinating multi-system interactivity to give rise to hedonic experiences during olfactory perception.
ISSN:2694-0604
DOI:10.1109/EMBC46164.2021.9629919