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Altered monetary loss processing and reinforcement-based learning in individuals with obesity.
Jana Kube1,2,3, David Mathar4,5, Annette Horstmann4,6
1Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstraße 1a, 04103, Leipzig, Germany. kube@cbs.mpg.de.
Brain Imaging and Behavior
|December 30, 2017
Summary
Individuals with obesity show impaired reinforcement learning and altered brain responses to monetary losses. This suggests difficulties in updating behavior based on new information, potentially contributing to eating behaviors.
Area of Science:
- Neuroscience
- Psychology
- Metabolic Disorders
Background:
- Obesity is linked to altered reward processing, potentially impacting learning and behavior modification.
- Understanding how individuals with obesity process non-food rewards is crucial for addressing learning deficits.
Purpose of the Study:
- To investigate obesity-related changes in non-food reinforcement processing.
- To assess the impact of these changes on learning performance and neural activity.
- To explore the neural underpinnings of reinforcement-based learning in obesity.
Main Methods:
- Functional magnetic resonance imaging (fMRI) was used to study 19 individuals with obesity and 23 lean controls.
- Participants performed a probabilistic learning task with monetary gain, loss, and neutral conditions.
- Brain activity and functional connectivity were analyzed during the learning task.
Main Results:
- Individuals with obesity demonstrated poorer learning performance and lower monetary outcomes.
- Aberrant medial prefrontal cortex responses to monetary losses were observed in obesity.
- Increased functional connectivity between the ventral striatum and insula was found in individuals with obesity.
Conclusions:
- Obesity is associated with altered value representations for monetary losses and impaired reinforcement learning.
- Changes in functional connectivity during outcome processing may affect behavioral adjustments.
- These findings suggest a potential role in maintaining dysfunctional eating behaviors.
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