Consistent with previous obesity studies, reward-related neural circuit activity may serve as an objective, relatively robust predictor of postsurgery weight loss. Replication in larger studies is necessary to determine true effect sizes for outcome prediction.
Objective
The effects of sleeve gastrectomy (SG) on functional connectivity (FC) and associations with weight loss and eating‐related cognitive control were investigated.
Methods
In a longitudinal study, 14 SG patients (13 female; 42.1 presurgery BMI) completed study visits 1 month pre surgery and 12 months post surgery. Patients completed the Dutch Eating Behavior Questionnaire and resting‐state functional magnetic resonance imaging scanning to measure FC. Data were analyzed using a seed‐to‐voxel approach in the CONN Toolbox to investigate pre‐/postsurgery changes (n = 12) and to conduct predictive analysis (n = 14).
Results
Seed‐to‐voxel analysis revealed changes in magnitude (decreases) and directionality (positively correlated to anticorrelated) of FC pre to post surgery within and between default mode network, salience network, and frontoparietal network nodes [Family‐Wise Error (FWE) corrected at P < 0.05]. Baseline FC of the nucleus accumbens (with insula) and hypothalamus (with precentral gyrus) predicted 12‐month post‐SG % total weight loss (FWE‐P < 0.05). Baseline FC of the hippocampus, frontoparietal network, and default mode network nodes predicted improvement in cognitive control of eating behavior 12 months after SG (FWE‐P < 0.05).
Conclusions
Our findings demonstrate changes in FC magnitude and directionality post versus pre surgery within and between resting‐state networks and frontal, paralimbic, and visual areas in SG patients. Baseline FC predicted weight loss and changes in cognitive control of food intake behavior at 12 months. These could serve as predictive biomarkers for bariatric surgery.
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