Balancing reward and work: Anticipatory brain activation in NAcc and VTA predict effort differentially
Balancing reward and work: Anticipatory brain activation in NAcc and VTA predict effort differentially
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DOI:
10.1016/j.neuroimage.2014.07.060
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发表时间:
2014-11-15
期刊:
影响因子:
5.7
通讯作者:
Smolka, Michael N.
中科院分区:
文献类型:
--
作者:
Kroemer, Nils B.;Guevara, Alvaro;Smolka, Michael N.
Complex decision-making involves anticipation of future rewards to bias effort for obtaining it. Using fMRI, we investigated 50 participants employing an instrumental-motivation task that cued reinforcement levels before the onset of the motor-response phase. We extracted time courses from regions of interest (ROI) in the mesocorticolimbic system and used a three-level hierarchical model to separate anticipatory brain responses predicting value and subsequent effort on a trial-by-trial basis. Whereas all ROIs scaled positively with value, higher effort was predicted by higher anticipatory activation in nucleus accumbens (NAcc) but lower activation in ventral tegmental area/substantia nigra (VTA/SN). Moreover, anticipatory activation in the dorsal striatum predicted average effort whereas higher activation in the amygdala predicted above-average effort. Thus, anticipatory activation entails the appetitive drive towards reinforcement that requires effort in order to be obtained. Our results support the role of NAcc as the main hub supported by the salience network operating on a trial-by-trial basis, while the dorsal striatum incorporates habitual responding. (c) 2014 Elsevier Inc. All rights reserved.