TY - JOUR
T1 - Reward probability and timing uncertainty alter the effect of dorsal raphe serotonin neurons on patience
AU - Miyazaki, Katsuhiko
AU - Miyazaki, Kayoko W.
AU - Yamanaka, Akihiro
AU - Tokuda, Tomoki
AU - Tanaka, Kenji F.
AU - Doya, Kenji
N1 - Funding Information:
This work was partially supported by a JSPS KAKENHI Grant-in-Aid for Young Scientists (B) 24730643 (to K.W.M.), “Integrated research on neuropsychiatric disorders,” performed under the Strategic Research Program for Brain Sciences by the Ministry of Education, Culture, Sports, Science, and Technology of Japan (to K.M., K.W.M., and K.D.), a Grant-in-Aid for Scientific Research on Innovative Areas: Prediction and Decision Making 26120728 (to K.M.) and 23120007 (to K.D.), and a Grant-in-Aid for Scientific Research on Innovative Areas: Elucidation of the Mathematical Basis and Neural Mechanisms of Multi-layer Representation Learning 16H06563 (to K.D.) We thank Aki Takahashi for breeding the mice and for providing the Tph2-tTA::tetO-ChR2(C128S)-EYFP knock-in mice. We also thank members of the Neural Computation Unit for their helpful comments and discussion.
Publisher Copyright:
© 2018 The Author(s).
PY - 2018/12/1
Y1 - 2018/12/1
N2 - Recent experiments have shown that optogenetic activation of serotonin neurons in the dorsal raphe nucleus (DRN) in mice enhances patience in waiting for future rewards. Here, we show that serotonin effect in promoting waiting is maximized by both high probability and high timing uncertainty of reward. Optogenetic activation of serotonergic neurons prolongs waiting time in no-reward trials in a task with 75% food reward probability, but not with 50 or 25% reward probabilities. Serotonin effect in promoting waiting increases when the timing of reward presentation becomes unpredictable. To coherently explain the experimental data, we propose a Bayesian decision model of waiting that assumes that serotonin neuron activation increases the prior probability or subjective confidence of reward delivery. The present data and modeling point to the possibility of a generalized role of serotonin in resolving trade-offs, not only between immediate and delayed rewards, but also between sensory evidence and subjective confidence.
AB - Recent experiments have shown that optogenetic activation of serotonin neurons in the dorsal raphe nucleus (DRN) in mice enhances patience in waiting for future rewards. Here, we show that serotonin effect in promoting waiting is maximized by both high probability and high timing uncertainty of reward. Optogenetic activation of serotonergic neurons prolongs waiting time in no-reward trials in a task with 75% food reward probability, but not with 50 or 25% reward probabilities. Serotonin effect in promoting waiting increases when the timing of reward presentation becomes unpredictable. To coherently explain the experimental data, we propose a Bayesian decision model of waiting that assumes that serotonin neuron activation increases the prior probability or subjective confidence of reward delivery. The present data and modeling point to the possibility of a generalized role of serotonin in resolving trade-offs, not only between immediate and delayed rewards, but also between sensory evidence and subjective confidence.
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U2 - 10.1038/s41467-018-04496-y
DO - 10.1038/s41467-018-04496-y
M3 - Article
C2 - 29858574
AN - SCOPUS:85048078689
SN - 2041-1723
VL - 9
JO - Nature communications
JF - Nature communications
IS - 1
M1 - 2048
ER -