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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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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. |
format | Online Article Text |
id | pubmed-8851841 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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