ArticleEuropean neuropsychopharmacology : the journal of the European College of Neuropsychopharmacology2021
Reinforcement learning abnormalities in the attenuated psychosis syndrome and first episode psychosis.
Article in European neuropsychopharmacology : the journal of the European College of Neuropsychopharmacology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Reinforcement learning deficits in at-risk mental state for psychosis: the role of primary negative symptoms.European archives of psychiatry and clinical neuroscience · 2026Article
- Value representation in youth psychopathology: evidence of a transdiagnostic risk mechanism for psychosis.Translational psychiatry · 2026Article
- Probabalistic reinforcement learning impairments predict negative symptom severity and risk for conversion in youth at clinical high-risk for psychosis.Psychological medicine · 2025Article
- Biomarker discovery using machine learning in the psychosis spectrum.Biomarkers in neuropsychiatry · 2024Article
- Diminished differentiation of rewards in individuals at clinical high-risk for psychosis.European archives of psychiatry and clinical neuroscience · 2024Article
- Racial differences in attenuated psychotic symptoms during the COVID-19 pandemic.Early intervention in psychiatry · 2024Article
- Reinforcement learning deficits exhibited by postnatal PCP-treated rats enable deep neural network classification.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2023Article
- Relationships between self-reflectiveness and clinical symptoms in individuals during pre-morbid and early clinical stages of psychosis.General psychiatry · 2022Article
- The Role of Dopaminergic Genes in Probabilistic Reinforcement Learning in Schizophrenia Spectrum Disorders.Brain sciences · 2021Article
- Action selection in early stages of psychosis: an active inference approach.Journal of psychiatry & neuroscience : JPNArticle
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6 authors.
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Abstract
Prior studies indicate that chronic schizophrenia (SZ) is associated with a specific profile of reinforcement learning abnormalities. These impairments are characterized by: 1) reductions in learning rate, and 2) impaired Go learning and intact NoGo learning. Furthermore, each of these deficits are associated with greater severity of negative symptoms, consistent with theoretical perspectives positing that avolition and anhedonia are associated with impaired value representation. However, it is unclear whether these deficits extend to earlier phases of psychotic illness and when individuals are unmedicated. Two studies were conducted to examine reinforcement learning deficits in earlier phases of psychosis and in high risk patients. In study 1, participants included 35 participants with first episode psychosis (FEP) with limited antipsychotic medication exposure and 25 healthy controls (HC). Study 2 included 17 antipsychotic naïve individuals who were at clinical high-risk for psychosis (CHR) (i.e., attenuated psychosis syndrome) and 18 matched healthy controls (HC). In both studies, participants completed the Temporal Utility Integration Task, a measure of probabilistic reinforcement learning that contained Go and NoGo learning blocks. FEP displayed impaired Go and NoGo learning. In contrast, CHR did not display impairments in Go or NoGo learning. Impaired Go learning was not significantly associated with clinical outcomes in the CHR or FEP samples. Findings provide new evidence for areas of spared and impaired reinforcement learning in early phases of psychosis.
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