Institutional Repository of Chinese Acad Sci, Ctr Med Phys & Technol, Hefei Inst Phys Sci, Anhui Prov Key Lab Med Phys & Technol, Hefei 230031, Anhui, Peoples R China
Transforming brain signals related to value evaluation and self-control into behavioral choices | |
Zha, Rujing1,2; Bu, Junjie1,2; Wei, Zhengde1,2,3; Han, Long1,2; Zhang, Pengyu1,2; Ren, Jiecheng1,2; Li, Ji-An4; Wang, Ying1,2,5,6; Yang, Lizhuang1,2,7,8; Vollstaedt-Klein, Sabine9; Zhang, Xiaochu1,2,10,11,12 | |
2019-03-01 | |
发表期刊 | HUMAN BRAIN MAPPING |
ISSN | 1065-9471 |
摘要 | The processes involved in value evaluation and self-control are critical when making behavioral choices. However, the evidence linking these two types of processes to behavioral choices in intertemporal decision-making remains elusive. As the ventromedial prefrontal cortex (vmPFC), striatum, and dorsolateral prefrontal cortex (dlPFC) have been associated with these two processes, we focused on these three regions. We employed functional magnetic resonance imaging during a delayed discounting task (DDT) using a relatively large sample size, three independent samples. We evaluated how much information about a specific choice could be decoded from local patterns in each brain area using multivoxel pattern analysis (MVPA). To investigate the relationship between the dlPFC and vmPFC/striatum regions, we performed a psychophysiological interaction (PPI) analysis. In Experiment I, we found that the vmPFC and dlPFC, but not the striatum, could determine choices in healthy participants. Furthermore, we found that the dlPFC showed significant functional connectivity with the vmPFC, but not the striatum, when making decisions. These results could be replicated in Experiment II with an independent sample of healthy participants. In Experiment III, the choice-decoding accuracy in the vmPFC and dlPFC was lower in patients with addiction (smokers and participants with Internet gaming disorder) than in healthy participants, and decoding accuracy in the dlPFC was related to impulsivity in addicts. Taken together, our findings may provide neural evidence supporting the hypothesis that value evaluation and self-control processes both guide the intertemporal choices, and might provide potential neural targets for the diagnosis and treatment of impulsivity-related brain disorders. |
关键词 | functional magnetic resonance imaging intertemporal decision-making multivoxel pattern analysis self-control valuation |
DOI | 10.1002/hbm.24379 |
关键词[WOS] | INTERNET GAMING ADDICTS ; DECISION-MAKING ; PREFRONTAL CORTEX ; ORBITOFRONTAL CORTEX ; DELAYED REWARDS ; RISK ; CONNECTIVITY ; PREDICTION ; REPRESENTATION ; METAANALYSIS |
收录类别 | SCI |
语种 | 英语 |
资助项目 | National Key Basic Research Program[2016YFA0400900] ; National Key Basic Research Program[2018YFC0831101] ; National Natural Science Foundation of China[31471071] ; National Natural Science Foundation of China[31771221] ; National Natural Science Foundation of China[31800927] ; National Natural Science Foundation of China[61773360] ; Fundamental Research Funds for the Central Universities of China |
项目资助者 | National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Key Basic Research Program ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China ; Fundamental Research Funds for the Central Universities of China |
WOS研究方向 | Neurosciences & Neurology ; Radiology, Nuclear Medicine & Medical Imaging |
WOS类目 | Neurosciences ; Neuroimaging ; Radiology, Nuclear Medicine & Medical Imaging |
WOS记录号 | WOS:000459470400001 |
出版者 | WILEY |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.hfcas.ac.cn:8080/handle/334002/42174 |
专题 | 医学物理与技术中心 |
通讯作者 | Zhang, Xiaochu |
作者单位 | 1.Univ Sci & Technol China, Hefei Natl Lab Phys Sci Microscale, Hefei, Anhui, Peoples R China 2.Univ Sci & Technol China, Sch Life Sci, Hefei 230027, Anhui, Peoples R China 3.Shanghai Jiao Tong Univ, Shanghai Mental Hlth Ctr, Sch Med, Shanghai Key Lab Psychot Disorders, Shanghai 200030, Peoples R China 4.Univ Sci & Technol China, Sch Management, Dept Stat & Finance, Hefei 230027, Anhui, Peoples R China 5.Prov Inst Stereotact Neurosurg, Hefei, Anhui, Peoples R China 6.Univ Sci & Technol China, Affiliated Hosp 1, Hefei, Anhui, Peoples R China 7.Chinese Acad Sci, Hefei Inst Phys Sci, Ctr Med Phys & Technol, Hefei 230031, Anhui, Peoples R China 8.Chinese Acad Sci, Hefei Inst Phys Sci, AnHui Prov Key Lab Med Phys & Technol, Hefei 230031, Anhui, Peoples R China 9.Heidelberg Univ, Med Fac Mannheim, Cent Inst Mental Hlth, Dept Addict Behav & Addict Med, Sq J5, D-68159 Mannheim, Germany 10.Univ Sci & Technol China, Sch Humanities & Social Sci, Hefei, Anhui, Peoples R China 11.Anhui Mental Hlth Ctr, Hefei Med Res Ctr Alcohol Addict, Hefei, Anhui, Peoples R China 12.Tianjin Normal Univ, Acad Psychol & Behav, Tianjin, Peoples R China |
推荐引用方式 GB/T 7714 | Zha, Rujing,Bu, Junjie,Wei, Zhengde,et al. Transforming brain signals related to value evaluation and self-control into behavioral choices[J]. HUMAN BRAIN MAPPING,2019,40(4):1049-1061. |
APA | Zha, Rujing.,Bu, Junjie.,Wei, Zhengde.,Han, Long.,Zhang, Pengyu.,...&Zhang, Xiaochu.(2019).Transforming brain signals related to value evaluation and self-control into behavioral choices.HUMAN BRAIN MAPPING,40(4),1049-1061. |
MLA | Zha, Rujing,et al."Transforming brain signals related to value evaluation and self-control into behavioral choices".HUMAN BRAIN MAPPING 40.4(2019):1049-1061. |
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