Healthy dietary choices involve prefrontal mechanisms associated with long-term reward maximization but not cognitive control
Takehana, A.; Tanaka, D.; Arai, M.; Hattori, Y.; Yoshimoto, T.; Matsui, T.; Sadato, N.; Chikazoe, J.; Jimura, K.
Show abstract
Taste and health are critical factors to be considered when choosing foods. Prioritizing healthiness over tastiness requires self-control. It has also been suggested that self-control is guided by cognitive control. We then hypothesized that neural mechanisms underlying healthy food choice are associated with both self-control and cognitive control. Human participants performed a food choice task and a working memory (WM) task during functional MRI scanning. Their degree of self-control was assessed behaviorally by the value discount of delayed monetary rewards in intertemporal choice. Prioritizing healthiness in food choice was associated with greater activity in the superior, dorsolateral, and medial prefrontal cortices. Importantly, the prefrontal activity was greater in individuals with smaller delay discounting (i.e., high self-control) who preferred a delayed larger reward to an immediate smaller reward in intertemporal choice. On the other hand, WM activity did not show a correlation with delay discounting or food choice activity, which was further supported by supplementary results that analyzed data from the Human Connectome Project. Our results suggest that the prefrontal cortex plays a critical role in healthy food choice, which requires self-control, but not cognitive control, for maximization of reward attainments in a remote future.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Neural Representations of Food-Related Attributes in the Human Orbitofrontal Cortex During Choice Deliberation in Anorexia Nervosa 97%
- Dorsal Anterior Cingulate Cortex Encodes the Integrated Incentive Motivational Value of Cognitive Task Performance 95%
- Single-dimensional human brain signals for two-dimensional economic choice options 95%
Similar papers in this journal
- Evidence accumulation, not "self-control," explains dorsolateral prefrontal activationduring normative choice 94%
- Value construction through sequential sampling explains serial dependencies in decision making 93%
- Distinct neural contributions to metacognition for detecting (but not discriminating) visual stimuli 93%
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- The neural basis of cost-benefit trade-offs in effort investment: a quantitative activation likelihood estimation meta-analysis 94%
- Meta-analytic clustering dissociates brain activity and behavior profiles across reward processing paradigms 93%
- Hunger improves reinforcement-driven but not planned action 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.