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Weight Loss After Obesity Disrupts Cognitive Flexibility Through Reinforcement Learning Strategies
Yufan Li1, Reema Sharma1, Abigail Usiyevich1
1Behavioral and Systems Neuroscience, Psychology Department, Rutgers University, Piscataway, New Jersey, USA.
Obesity (Silver Spring, Md.)
|October 29, 2025
Summary
Obesity can impair cognitive flexibility, a key part of reinforcement learning (RL), even after weight loss. This study found sex-specific RL deficits in mice post-weight loss, suggesting cognitive inflexibility, not reduced motivation, hinders weight maintenance.
Area of Science:
- Neuroscience
- Behavioral Science
- Metabolic Research
Background:
- Weight regain is common after obesity treatment, but cognitive factors are poorly understood.
- Cognitive flexibility, crucial for adaptive behavior, may be affected by obesity and subsequent weight loss.
Purpose of the Study:
- To investigate if obesity induces cognitive flexibility deficits in the weight loss state.
- To examine sex-specific effects on cognitive flexibility and motivation after weight normalization.
Main Methods:
- Mice models of diet-induced obesity were used, followed by a weight loss period.
- Cognitive flexibility was assessed using a probabilistic reversal learning (PRL) task.
- Motivation was evaluated with a progressive-ratio (PR) task, and reinforcement learning (RL) modeling was applied.
Main Results:
- Mice post-weight loss showed persistent impairments in PRL efficiency.
- Sex-specific deficits were observed: males had reduced late-phase reversal efficiency, while females showed early inefficiency with later recovery.
- RL modeling indicated reduced learning rates, signifying impaired value updating, despite normal motivation levels.
Conclusions:
- Weight loss following obesity resulted in sex-specific reinforcement learning (RL) deficits.
- These findings distinguish motivational drive from cognitive flexibility, identifying maladaptive decision-making as a post-weight loss characteristic.
- Targeted interventions are needed to address cognitive barriers that may impede sustained weight management.
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