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.
Abstract:
Autonomic dysfunction, measured by heart rate variability (HRV) is implicated in the manifestation of binge eating (BE) behaviors. Aberrant resting-state functional connectivity among brain regions involved in reward processing, affect regulation, and cognitive control have been implicated in BE. However, the co-influence of brain regions involved in central autonomic control and BE behavior remains unclear. The current study examines whether effective connectivity (EC) patterns in neural networks supporting the afore-mentioned motivational, emotional, and cognitive processes moderates the relationship between HRV and BE behaviors. Resting-state fMRI data from an a priori-defined eating regulation network was analyzed in 158 healthy adults (BE = 30; Control = 128) using spectral dynamic causal modeling. Leave-one-out cross-validation (LOOCV) evaluated the predictive utility of EC patterns on BE group status. Although 20 EC connections were associated with BE (posterior probability > 0.99), EC from the left posterior cingulate cortex to the hypothalamus predicted group membership above chance (AUC = 0.622, 95% CI [0.508, 0.731]). Approximate entropy was a significant predictor of binge eating behavior (ß = -6.625; p < 0.05) in a subset of 114 participants with usable photoplethysmography data (BE = 24; Control = 90). This relationship was significantly moderated by ventral tegmental area to hypothalamus EC (ß = -6.529; p < 0.05). These findings uncover novel directional information flow from brain regions involved in reward processing and emotion regulation to those involved in food-seeking behavior is mitigated by autonomic tone, offering promising targets for future intervention strategies for BE.
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