ArticleNeuropsychopharmacology : official publication of the American College of Neuropsychopharmacology2019
Withdrawal from escalated cocaine self-administration impairs reversal learning by disrupting the effects of negative feedback on reward exploitation: a behavioral and computational analysis.
Article in Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed, 37 citations in OpenAlex.
- Trial
- Orbitofrontal noradrenaline supports adaptive learning-rate adjustment in probabilistic reversal learning.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Modeling escalation of drug intake to identify molecular targets for treating substance use disorders: A slippery slope upward.Neuroscience and biobehavioral reviews · 2025Review
- Intrinsic Functional Connectivity between the Anterior Insular and Retrosplenial Cortex as a Moderator and Consequence of Cocaine Self-Administration in Rats.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024Article
- Neurobehavioral Precursors of Compulsive Cocaine Seeking in Dual Frontostriatal Circuits.Biological psychiatry global open science · 2024Article
- Article
- From Computation to Clinic.Biological psychiatry global open science · 2023Review
- Sex-dependent effects of early life stress on reinforcement learning and limbic cortico-striatal functional connectivity.Neurobiology of stress · 2023Article
- Adolescent reinforcement-learning trajectories predict cocaine-taking behaviors in adult male and female rats.Psychopharmacology · 2022Article
- Brain systems in cocaine abstinence-induced anxiety-like behavior in rodents: A review.Addiction neuroscience · 2022Article
- Reinforcement learning detuned in addiction: integrative and translational approaches.Trends in neurosciences · 2022Review
- Cannabis Use and Neuroadaptation: A Call for ΔFrontiers in psychiatry · 2022Article
- Unlocking the reinforcement-learning circuits of the orbitofrontal cortex.Behavioral neuroscience · 2021Article
- Computational theory-driven studies of reinforcement learning and decision-making in addiction: What have we learned?Current opinion in behavioral sciences · 2021Article
- Prior Cocaine Use Alters the Normal Evolution of Information Coding in Striatal Ensembles during Value-Guided Decision-Making.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2021Article
- Midbrain DBiological psychiatry · 2020Article
- Dysregulation of Decision Making Related to Metabotropic Glutamate 5, but Not Midbrain DBiological psychiatry · 2020Article
- Adolescent-onset vs. adult-onset cocaine use: Impact on cognitive functioning in animal models and opportunities for translation.Pharmacology, biochemistry, and behavior · 2020Review
- A reinforcement-learning model of active avoidance behavior: Differences between Sprague Dawley and Wistar-Kyoto rats.Behavioural brain research · 2020Article
- Tonic exploration governs both flexibility and lapses.PLoS computational biology · 2019Article
Corrections and comments
- Commented on by
- Erratum issued
Authors and funding
14 authors at 1 institution in 1 country.
Funding
Abstract
Addiction is regarded as a disorder of inflexible choice with behavior dominated by immediate positive rewards over longer-term negative outcomes. However, the psychological mechanisms underlying the effects of self-administered drugs on behavioral flexibility are not well understood. To investigate whether drug exposure causes asymmetric effects on positive and negative outcomes we used a reversal learning procedure to assess how reward contingencies are utilized to guide behavior in rats previously exposed to intravenous cocaine self-administration (SA). Twenty-four rats were screened for anxiety in an open field prior to acquisition of cocaine SA over six daily sessions with subsequent long-access cocaine SA for 7 days. Control rats (n = 24) were trained to lever-press for food under a yoked schedule of reinforcement. Higher rates of cocaine SA were predicted by increased anxiety and preceded impaired reversal learning, expressed by a decrease in lose-shift as opposed to win-stay probability. A model-free reinforcement learning algorithm revealed that rats with high, but not low cocaine escalation failed to exploit previous reward learning and were more likely to repeat the same response as the previous trial. Eight-day withdrawal from high cocaine escalation was associated, respectively, with increased and decreased dopamine receptor D2 (DRD2) and serotonin receptor 2C (HTR2C) expression in the ventral striatum compared with controls. Dopamine receptor D1 (DRD1) expression was also significantly reduced in the orbitofrontal cortex of high cocaine-escalating rats. These findings indicate that withdrawal from escalated cocaine SA disrupts how negative feedback is used to guide goal-directed behavior for natural reinforcers and that trait anxiety may be a latent variable underlying this interaction.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.