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Reduced learning bias towards the reward context in medication-naive first-episode schizophrenia patients

BACKGROUND: Reinforcement learning has been proposed to contribute to the development of amotivation in individuals with schizophrenia (SZ). Accumulating evidence suggests dysfunctional learning in individuals with SZ in Go/NoGo learning and expected value representation. However, previous findings...

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Autores principales: Cheng, Xiaoyan, Wang, Lingling, Lv, Qinyu, Wu, Haisu, Huang, Xinxin, Yuan, Jie, Sun, Xirong, Zhao, Xudong, Yan, Chao, Yi, Zhenghui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8851841/
https://www.ncbi.nlm.nih.gov/pubmed/35172748
http://dx.doi.org/10.1186/s12888-021-03682-5
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author Cheng, Xiaoyan
Wang, Lingling
Lv, Qinyu
Wu, Haisu
Huang, Xinxin
Yuan, Jie
Sun, Xirong
Zhao, Xudong
Yan, Chao
Yi, Zhenghui
author_facet Cheng, Xiaoyan
Wang, Lingling
Lv, Qinyu
Wu, Haisu
Huang, Xinxin
Yuan, Jie
Sun, Xirong
Zhao, Xudong
Yan, Chao
Yi, Zhenghui
author_sort Cheng, Xiaoyan
collection PubMed
description BACKGROUND: Reinforcement learning has been proposed to contribute to the development of amotivation in individuals with schizophrenia (SZ). Accumulating evidence suggests dysfunctional learning in individuals with SZ in Go/NoGo learning and expected value representation. However, previous findings might have been confounded by the effects of antipsychotic exposure. Moreover, reinforcement learning also rely on the learning context. Few studies have examined the learning performance in reward and loss-avoidance context separately in medication-naïve individuals with first-episode SZ. This study aimed to explore the behaviour profile of reinforcement learning performance in medication-naïve individuals with first-episode SZ, including the contextual performance, the Go/NoGo learning and the expected value representation performance. METHODS: Twenty-nine medication-naïve individuals with first-episode SZ and 40 healthy controls (HCs) who have no significant difference in age and gender, completed the Gain and Loss Avoidance Task, a reinforcement learning task involving stimulus pairs presented in both the reward and loss-avoidance context. We assessed the group difference in accuracy in the reward and loss-avoidance context, the Go/NoGo learning and the expected value representation. The correlations between learning performance and the negative symptom severity were examined. RESULTS: Individuals with SZ showed significantly lower accuracy when learning under the reward than the loss-avoidance context as compared to HCs. The accuracies under the reward context (90%win- 10%win) in the Acquisition phase was significantly and negatively correlated with the Scale for the Assessment of Negative Symptoms (SANS) avolition scores in individuals with SZ. On the other hand, individuals with SZ showed spared ability of Go/NoGo learning and expected value representation. CONCLUSIONS: Despite our small sample size and relatively modest findings, our results suggest possible reduced learning bias towards reward context among medication-naïve individuals with first-episode SZ. The reward learning performance was correlated with amotivation symptoms. This finding may facilitate our understanding of the underlying mechanism of negative symptoms. Reinforcement learning performance under the reward context may be important to better predict and prevent the development of schizophrenia patients’ negative symptom, especially amotivation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12888-021-03682-5.
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spelling pubmed-88518412022-02-22 Reduced learning bias towards the reward context in medication-naive first-episode schizophrenia patients Cheng, Xiaoyan Wang, Lingling Lv, Qinyu Wu, Haisu Huang, Xinxin Yuan, Jie Sun, Xirong Zhao, Xudong Yan, Chao Yi, Zhenghui BMC Psychiatry Research BACKGROUND: Reinforcement learning has been proposed to contribute to the development of amotivation in individuals with schizophrenia (SZ). Accumulating evidence suggests dysfunctional learning in individuals with SZ in Go/NoGo learning and expected value representation. However, previous findings might have been confounded by the effects of antipsychotic exposure. Moreover, reinforcement learning also rely on the learning context. Few studies have examined the learning performance in reward and loss-avoidance context separately in medication-naïve individuals with first-episode SZ. This study aimed to explore the behaviour profile of reinforcement learning performance in medication-naïve individuals with first-episode SZ, including the contextual performance, the Go/NoGo learning and the expected value representation performance. METHODS: Twenty-nine medication-naïve individuals with first-episode SZ and 40 healthy controls (HCs) who have no significant difference in age and gender, completed the Gain and Loss Avoidance Task, a reinforcement learning task involving stimulus pairs presented in both the reward and loss-avoidance context. We assessed the group difference in accuracy in the reward and loss-avoidance context, the Go/NoGo learning and the expected value representation. The correlations between learning performance and the negative symptom severity were examined. RESULTS: Individuals with SZ showed significantly lower accuracy when learning under the reward than the loss-avoidance context as compared to HCs. The accuracies under the reward context (90%win- 10%win) in the Acquisition phase was significantly and negatively correlated with the Scale for the Assessment of Negative Symptoms (SANS) avolition scores in individuals with SZ. On the other hand, individuals with SZ showed spared ability of Go/NoGo learning and expected value representation. CONCLUSIONS: Despite our small sample size and relatively modest findings, our results suggest possible reduced learning bias towards reward context among medication-naïve individuals with first-episode SZ. The reward learning performance was correlated with amotivation symptoms. This finding may facilitate our understanding of the underlying mechanism of negative symptoms. Reinforcement learning performance under the reward context may be important to better predict and prevent the development of schizophrenia patients’ negative symptom, especially amotivation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12888-021-03682-5. BioMed Central 2022-02-16 /pmc/articles/PMC8851841/ /pubmed/35172748 http://dx.doi.org/10.1186/s12888-021-03682-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Cheng, Xiaoyan
Wang, Lingling
Lv, Qinyu
Wu, Haisu
Huang, Xinxin
Yuan, Jie
Sun, Xirong
Zhao, Xudong
Yan, Chao
Yi, Zhenghui
Reduced learning bias towards the reward context in medication-naive first-episode schizophrenia patients
title Reduced learning bias towards the reward context in medication-naive first-episode schizophrenia patients
title_full Reduced learning bias towards the reward context in medication-naive first-episode schizophrenia patients
title_fullStr Reduced learning bias towards the reward context in medication-naive first-episode schizophrenia patients
title_full_unstemmed Reduced learning bias towards the reward context in medication-naive first-episode schizophrenia patients
title_short Reduced learning bias towards the reward context in medication-naive first-episode schizophrenia patients
title_sort reduced learning bias towards the reward context in medication-naive first-episode schizophrenia patients
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8851841/
https://www.ncbi.nlm.nih.gov/pubmed/35172748
http://dx.doi.org/10.1186/s12888-021-03682-5
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