Low-serotonin levels increase delayed reward discounting in humans

被引:181
作者
Schweighofer, Nicolas [1 ]
Bertin, Mathieu [2 ,5 ]
Shishida, Kazuhiro [3 ]
Okamoto, Yasumasa [3 ]
Tanaka, Saori C. [2 ]
Yamawaki, Shigeto [3 ]
Doya, Kenji [2 ,4 ]
机构
[1] Univ So Calif, Dept Biokinesiol & Phys Therapy, Los Angeles, CA 90089 USA
[2] Adv Telecommun Res Inst Int, Computat Neurosci Labs, Kyoto 6190288, Japan
[3] Hiroshima Univ, Dept Psychiat & Neurosci, Higashihiroshima 7398526, Japan
[4] Okinawa Inst Sci & Technol, Okinawa 9040411, Japan
[5] Univ Paris 06, Lab Informat Paris 6, F-75005 Paris, France
关键词
serotonin; delay reward discounting; reinforcement learning model; tryptophan; decision; learning;
D O I
10.1523/JNEUROSCI.4982-07.2008
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Previous animal experiments have shown that serotonin is involved in the control of impulsive choice, as characterized by high preference for small immediate rewards over larger delayed rewards. Previous human studies under serotonin manipulation, however, have been either inconclusive on the effect on impulsivity or have shown an effect in the speed of action-reward learning or the optimality of action choice. Here, we manipulated central serotonergic levels of healthy volunteers by dietary tryptophan depletion and loading. Subjects performed a "dynamic" delayed reward choice task that required a continuous update of the reward value estimates to maximize total gain. By using a computational model of delayed reward choice learning, we estimated the parameters governing the subjects' reward choices in low-, normal, and high-serotonin conditions. We found an increase of proportion in small reward choices, together with an increase in the rate of discounting of delayed rewards in the low-serotonin condition compared with the control and high-serotonin conditions. There were no significant differences between conditions in the speed of learning of the estimated delayed reward values or in the variability of reward choice. Therefore, in line with previous animal experiments, our results show that low-serotonin levels steepen delayed reward discounting in humans. The combined results of our previous and current studies suggest that serotonin may adjust the rate of delayed reward discounting via the modulation of specific loops in parallel corticobasal ganglia circuits.
引用
收藏
页码:4528 / 4532
页数:5
相关论文
共 35 条
[1]   Serotonin and tolerance to delay of reward in rats [J].
Bizot, JC ;
Le Bihan, C ;
Puech, AJ ;
Hamon, M ;
Thiébot, MH .
PSYCHOPHARMACOLOGY, 1999, 146 (04) :400-412
[2]   The effects of tryptophan depletion and loading on laboratory aggression in men: time course and a food-restricted control [J].
Bjork, JM ;
Dougherty, DM ;
Moeller, FG ;
Cherek, DR ;
Swann, AC .
PSYCHOPHARMACOLOGY, 1999, 142 (01) :24-30
[3]   Serotonin receptors in cognitive behaviors [J].
Buhot, MC .
CURRENT OPINION IN NEUROBIOLOGY, 1997, 7 (02) :243-254
[4]   Local analysis of behaviour in the adjusting-delay task for assessing choice of delayed reinforcement [J].
Cardinal, RN ;
Daw, N ;
Robbins, TW ;
Everitt, BJ .
NEURAL NETWORKS, 2002, 15 (4-6) :617-634
[5]   Neural systems implicated in delayed and probabilistic reinforcement [J].
Cardinal, Rudolf N. .
NEURAL NETWORKS, 2006, 19 (08) :1277-1301
[6]  
Carpenter LL, 1998, NEUROPSYCHOPHARMACOL, V19, P26
[7]   Neurochemical modulation of response inhibition and probabilistic learning in humans [J].
Chamberlain, SR ;
Müller, U ;
Blackwell, AD ;
Clark, L ;
Robbins, TW ;
Sahakian, BJ .
SCIENCE, 2006, 311 (5762) :861-863
[8]   Cognitive inflexibility after prefrontal serotonin depletion [J].
Clarke, HF ;
Dalley, JW ;
Crofts, HS ;
Robbins, TW ;
Roberts, AC .
SCIENCE, 2004, 304 (5672) :878-880
[9]   Effect of tryptophan depletion on impulsive behavior in men with or without a family history of alcoholism [J].
Crean, J ;
Richards, JB ;
de Wit, H .
BEHAVIOURAL BRAIN RESEARCH, 2002, 136 (02) :349-357
[10]   Metalearning and neuromodulation [J].
Doya, K .
NEURAL NETWORKS, 2002, 15 (4-6) :495-506