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Interoceptive Processing in Substance Use Disorders (SUDs): From the Neuroanatomy to Insights from Computational
Martin P Paulus1,2,3
1Laureate Institute for Brain Research, Tulsa, OK, USA. mpaulus@laureateinstitute.org.
Current Topics in Behavioral Neurosciences
|November 25, 2024
Summary
Interoceptive processing deficits are central to substance use disorders (SUDs), impacting craving and decision-making. Computational models and therapies targeting interoceptive predictions offer new treatment avenues for addiction.
Area of Science:
- Neuroscience
- Psychiatry
- Computational Psychology
Background:
- Substance use disorders (SUDs) are complex conditions influenced by genetic, environmental, and psychosocial factors.
- Interoception, the sensing of internal bodily states, plays a crucial role in regulating emotions and decision-making, processes often disrupted in SUDs.
Purpose of the Study:
- To explore the role of interoceptive processing in the neurobiology and treatment of SUDs.
- To examine how altered interoceptive processing contributes to addictive behaviors and complicates treatment outcomes.
- To investigate theoretical and computational approaches for understanding interoceptive dysfunctions in SUDs.
Main Methods:
- Review of literature on interoceptive processing in SUDs.
- Exploration of the insula's role in drug use.
- Application of predictive coding and Bayesian inference frameworks to model interoceptive dysfunctions.
- Discussion of potential therapeutic interventions like neuromodulation and mindfulness.
Main Results:
- Interoceptive dysfunctions are central to craving, emotional regulation, and decision-making in SUDs.
- Altered interoceptive processing, including heightened sensitivity to drug cues and diminished processing of aversive stimuli, is evident across various SUDs.
- Disruptions in the brain's predictive coding mechanisms for interoception contribute to compulsive drug-seeking behaviors.
Conclusions:
- Interoceptive processing deficits are a significant neurobiological factor in SUDs.
- Computational models offer valuable insights into the mechanisms underlying craving and impulsivity in addiction.
- Targeted therapies aimed at recalibrating interoceptive predictions show promise for improving SUD treatment outcomes.
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