Neural representations of the amount and the delay time of reward in intertemporal decision making

被引:27
|
作者
Wang, Qiang [1 ,2 ,3 ]
Wang, Yajie [2 ]
Wang, Pinchun [4 ]
Peng, Maomiao [5 ]
Zhang, Manman [1 ,2 ,3 ]
Zhu, Yuxuan [2 ]
Wei, Shiyu [2 ]
Chen, Chuansheng [6 ]
Chen, Xiongying [7 ,8 ,9 ]
Luo, Shan [10 ,11 ]
Bai, Xuejun [1 ,2 ,3 ]
机构
[1] Tianjin Normal Univ, Acad Psychol & Behav, Minist Educ, Key Res Base Humanities & Social Sci, Tianjin, Peoples R China
[2] Tianjin Normal Univ, Fac Psychol, Tianjin 300387, Peoples R China
[3] Tianjin Social Sci Lab Students Mental Dev & Lear, Tianjin, Peoples R China
[4] Tianjin Normal Univ, Fac Educ, Tianjin, Peoples R China
[5] Univ Arizona, Dept Psychol, Tucson, AZ 85721 USA
[6] Univ Calif Irvine, Dept Psychol Sci, Irvine, CA USA
[7] Capital Med Univ, Beijing Anding Hosp, Natl Clin Res Ctr Mental Disorders, Beijing, Peoples R China
[8] Capital Med Univ, Beijing Anding Hosp, Beijing Key Lab Mental Disorders, Beijing, Peoples R China
[9] Capital Med Univ, Adv Innovat Ctr Human Brain Protect, Beijing, Peoples R China
[10] Univ Southern Calif, Keck Sch Med, Dept Internal Med, Div Endocrinol, Los Angeles, CA 90033 USA
[11] Univ Southern Calif, Dept Psychol, Los Angeles, CA 90007 USA
基金
中国国家自然科学基金;
关键词
dorsal medial prefrontal cortex; graph theory; intertemporal decision‐ making; multivariate pattern analysis; representational similarity analysis; TRANSCRANIAL MAGNETIC STIMULATION; STATE FUNCTIONAL CONNECTIVITY; PREFRONTAL CORTEX; SUBJECTIVE VALUE; SELF-CONTROL; SMALL-WORLD; CHOICE; IMPULSIVITY; PERCEPTION; IMMEDIATE;
D O I
10.1002/hbm.25445
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Numerous studies have examined the neural substrates of intertemporal decision-making, but few have systematically investigated separate neural representations of the two attributes of future rewards (i.e., the amount of the reward and the delay time). More importantly, no study has used the novel analytical method of representational connectivity analysis (RCA) to map the two dimensions' functional brain networks at the level of multivariate neural representations. This study independently manipulated the amount and delay time of rewards during an intertemporal decision task. Both univariate and multivariate pattern analyses showed that brain activity in the dorsomedial prefrontal cortex (DMPFC) and lateral frontal pole cortex (LFPC) was modulated by the amount of rewards, whereas brain activity in the DMPFC and dorsolateral prefrontal cortex (DLPFC) was modulated by the length of delay. Moreover, representational similarity analysis (RSA) revealed that even for the regions of the DMPFC that overlapped between the two dimensions, they manifested distinct neural activity patterns. In terms of individual differences, those with large delay discounting rates (k) showed greater DMPFC and LFPC activity as the amount of rewards increased but showed lower DMPFC and DLPFC activity as the delay time increased. Lastly, RCA suggested that the topological metrics (i.e., global and local efficiency) of the functional connectome subserving the delay time dimension inversely predicted individual discounting rate. These findings provide novel insights into neural representations of the two attributes in intertemporal decisions, and offer a new approach to construct task-based functional brain networks whose topological properties are related to impulsivity.
引用
收藏
页码:3450 / 3469
页数:20
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