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Obesity and Type 2 Diabetes Mellitus Explained by the Free Energy Principle
Achim Peters1, Mattis Hartwig2,3, Tobias Spiller4,5
1Medical Clinic 1, Center of Brain, Behavior and Metabolism, University of Lübeck, Lübeck, Germany.
Frontiers in Psychology
|June 27, 2022
Summary
Psychosocial stress is redefined as uncertainty. The brain
Area of Science:
- Neuroscience
- Psychology
- Information Theory
Background:
- Psychosocial stress is commonly understood, but its neurobiological underpinnings are complex.
- The free energy principle offers a framework for understanding sentient behavior as minimizing surprise (variational free energy).
Purpose of the Study:
- To redefine psychosocial stress within the information-theoretical framework of the free energy principle.
- To elucidate the neurobiological mechanisms of uncertainty resolution and its link to psychosomatic illnesses.
Main Methods:
- Conceptual redefinition of stress based on the free energy principle.
- Description of the uncertainty resolution program (URP) and its subroutines.
- Linking URP outcomes (habituation vs. toxic stress) to specific metabolic phenotypes (obese vs. lean type 2 diabetes mellitus) via the Selfish Brain theory.
Main Results:
- Stress is characterized as heightened expected free energy or uncertainty.
- The URP aims to reduce uncertainty through arousal, energy mobilization, and learning.
- Failure to resolve uncertainty leads to stress habituation (tolerable stress) or toxic stress, with distinct links to metabolic disorders.
Conclusions:
- Psychosocial stress can be mechanistically anchored in the free energy principle's concept of uncertainty.
- Uncertainty reduction mechanisms have significant neurobiological and psychosomatic implications.
- Understanding stress as uncertainty offers new perspectives on the development of psychosomatic illnesses like type 2 diabetes mellitus.
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