Autonomic and resting-state effective connectivity signatures of binge eating behavior
Etienne Atangana1, Maria Di Bello1, Roger McIntosh1
1University of Miami, Department of Psychology, 5151 San Amaro Drive, Coral Gables, FL 33146, United States.
Autonomic dysfunction and brain connectivity influence binge eating (BE). Specific brain pathways, like the posterior cingulate cortex to hypothalamus, predict BE, while heart rate variability interactions highlight neural targets for intervention.
Area of Science:
- Neuroscience
- Autonomic Nervous System Research
- Eating Behavior Studies
Background:
- Autonomic dysfunction is linked to binge eating (BE) behaviors.
- Previous studies focused on functional connectivity in reward, emotion, and cognitive networks in BE.
- The role of central autonomic control regions and their interplay with autonomic balance in BE remains underexplored.
Purpose of the Study:
- To investigate if effective connectivity (EC) patterns moderate the relationship between heart rate variability (HRV) and BE behaviors.
- To identify specific neural pathways involved in the brain-autonomic interaction underlying BE.
- To explore potential biomarkers for BE behavior.
Main Methods:
- Resting-state fMRI data from 158 healthy adults (30 with BE) were analyzed.
- Spectral dynamic causal modeling was used to assess EC within a defined eating regulation network.
- Leave-one-out cross-validation (LOOCV) evaluated the predictive power of EC patterns.
Main Results:
- Twenty EC connections were associated with BE (posterior probability > 0.99).
- EC from the left posterior cingulate cortex to the hypothalamus predicted group membership (AUC = 0.622).
- Approximate entropy predicted BE behavior, moderated by ventral tegmental area to hypothalamus EC.
Conclusions:
- Novel directional connectivity patterns in brain networks associated with BE were identified.
- Brain-autonomic interactions, specifically involving the hypothalamus and autonomic balance markers like HRV, are implicated in BE.
- These findings offer potential targets for future interventions for BE behavior.
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