中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Reduced learning bias towards the reward context in medication-naive first-episode schizophrenia patients

文献类型:期刊论文

作者Cheng,Xiaoyan1,2; Wang,Lingling3,4,5; Lv,Qinyu1; Wu,Haisu1; Huang,Xinxin1; Yuan,Jie2; Sun,Xirong2; Zhao,Xudong2; Yan,Chao5; Yi,Zhenghui1
刊名BMC Psychiatry
出版日期2022-02-16
卷号22期号:1页码:10
通讯作者邮箱cyan@psy.ecnu.edu.cn (yan,chao) ; yizhenghui1971@163.com (yi,zhenghui)
关键词Reinforcement Learning Reward context Prediction error Expected value Negative symptom Medication-na?ve
DOI10.1186/s12888-021-03682-5
通讯作者Yan, Chao(cyan@psy.ecnu.edu.cn) ; Yi, Zhenghui(yizhenghui1971@163.com)
产权排序3
文献子类实证研究
英文摘要

AbstractBackgroundReinforcement 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-na?ve individuals with first-episode SZ. This study aimed to explore the behaviour profile of reinforcement learning performance in medication-na?ve individuals with first-episode SZ, including the contextual performance, the Go/NoGo learning and the expected value representation performance.MethodsTwenty-nine medication-na?ve 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.ResultsIndividuals 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.ConclusionsDespite our small sample size and relatively modest findings, our results suggest possible reduced learning bias towards reward context among medication-na?ve 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.

收录类别SCI
WOS关键词DECISION-MAKING ; MOTIVATIONAL DEFICITS ; NEGATIVE SYMPTOMS ; WORKING-MEMORY ; EXPECTED VALUE ; REINFORCEMENT ; FEEDBACK ; REPRESENTATION ; IMPAIRMENTS ; INFORMATION
资助项目National Natural Science Foundation of China[81671326] ; National Natural Science Foundation of China[32171084] ; Fundamental Research Funds for the Central Universities of Shanghai Jiao Tong University[16JXRZ06] ; Natural Science Foundation of Shanghai[21ZR142000] ; Health Science and Technology Project of Pudong New Area Health Committee in 2020[PW2020B-12] ; Shanghai Pudong New Area Health and Family Planning Commission Key Discipline Construction Fund Project[PWZxk2017-29] ; Outstanding Clinical Discipline Project of Shanghai Pudong[PWYgy2018-10]
WOS研究方向Psychiatry
语种英语
出版者BioMed Central
WOS记录号BMC:10.1186/S12888-021-03682-5
资助机构National Natural Science Foundation of China ; Fundamental Research Funds for the Central Universities of Shanghai Jiao Tong University ; Natural Science Foundation of Shanghai ; Health Science and Technology Project of Pudong New Area Health Committee in 2020 ; Shanghai Pudong New Area Health and Family Planning Commission Key Discipline Construction Fund Project ; Outstanding Clinical Discipline Project of Shanghai Pudong
源URL[http://ir.psych.ac.cn/handle/311026/41847]  
专题心理研究所_中国科学院心理健康重点实验室
通讯作者Yan,Chao; Yi,Zhenghui
作者单位1.Shanghai Jiao Tong University School of Medicine; Shanghai Mental Health Center
2.Shanghai Pudong New Area Mental Health Center, School of Medicine, Tongji University; Clinical Research Center for Mental Disorders
3.Chinese Academy of Sciences; Neuropsychology and Applied Cognitive Neuroscience Laboratory, CAS Key Laboratory of Mental Health, Institute of Psychology
4.University of Chinese Academy of Sciences; Department of Psychology
5.East China Normal University; Key Laboratory of Brain Functional Genomics (MOE&STCSM), Affiliated Mental Health Center (ECNU), School of Psychology and Cognitive Science
推荐引用方式
GB/T 7714
Cheng,Xiaoyan,Wang,Lingling,Lv,Qinyu,et al. Reduced learning bias towards the reward context in medication-naive first-episode schizophrenia patients[J]. BMC Psychiatry,2022,22(1):10.
APA Cheng,Xiaoyan.,Wang,Lingling.,Lv,Qinyu.,Wu,Haisu.,Huang,Xinxin.,...&Yi,Zhenghui.(2022).Reduced learning bias towards the reward context in medication-naive first-episode schizophrenia patients.BMC Psychiatry,22(1),10.
MLA Cheng,Xiaoyan,et al."Reduced learning bias towards the reward context in medication-naive first-episode schizophrenia patients".BMC Psychiatry 22.1(2022):10.

入库方式: OAI收割

来源:心理研究所

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