Commonly-occurring polymorphisms in the COMT, DRD1 and DRD2 genes influence different aspects of motor sequence learning in humans

被引:23
作者
Baetu, Irina [1 ]
Burns, Nicholas R. [1 ]
Urry, Kristi [1 ]
Barbante, Girolamo Giovanni [1 ]
Pitcher, Julia B. [1 ]
机构
[1] Univ Adelaide, Adelaide, SA 5005, Australia
基金
澳大利亚研究理事会;
关键词
Sequence learning; Dopamine receptor; COMT; Computational modelling; Prediction error; DOPAMINE-RECEPTOR GENE; WORKING-MEMORY; TRANSPORTER AVAILABILITY; D-2; RECEPTOR; INDIVIDUAL-DIFFERENCES; NEURONAL-ACTIVITY; VARIABLE NUMBER; GENOTYPE; ASSOCIATION; REINFORCEMENT;
D O I
10.1016/j.nlm.2015.09.009
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
Performing sequences of movements is a ubiquitous skill that involves dopamine transmission. However, it is unclear which components of the dopamine system contribute to which aspects of motor sequence learning. Here we used a genetic approach to investigate the relationship between different components of the dopamine system and specific aspects of sequence learning in humans. In particular, we investigated variations in genes that code for the catechol-O-methyltransferase (COMT) enzyme, the dopamine transporter (DAT) and dopamine D1 and D2 receptors (DRD1 and DRD2). COMT and the DAT regulate dopamine availability in the prefrontal cortex and the striatum, respectively, two key regions recruited during learning, whereas dopamine D1 and D2 receptors are thought to be involved in long-term potentiation and depression, respectively. We show that polymorphisms in the COMT, DRD1 and DRD2 genes differentially affect behavioral performance on a sequence learning task in 161 Caucasian participants. The DRD1 polymorphism predicted the ability to learn new sequences, the DRD2 polymorphism predicted the ability to perform a previously learnt sequence after performing interfering random movements, whereas the COMT polymorphism predicted the ability to switch flexibly between two sequences. We used computer simulations to explore potential mechanisms underlying these effects, which revealed that the DRD1 and DRD2 effects are possibly related to neuroplasticity. Our prediction-error algorithm estimated faster rates of connection strengthening in genotype groups with presumably higher D1 receptor densities, and faster rates of connection weakening in genotype groups with presumably higher D2 receptor densities. Consistent with current dopamine theories, these simulations suggest that D1-mediated neuroplasticity contributes to learning to select appropriate actions, whereas D2-mediated neuroplasticity is involved in learning to inhibit incorrect action plans. However, the learning algorithm did not account for the COMT effect, suggesting that prefrontal dopamine availability might affect sequence switching via other, non-learning, mechanisms. These findings provide insight into the function of the dopamine system, which is relevant to the development of treatments for disorders such as Parkinson's disease. Our results suggest that treatments targeting dopamine D1 receptors may improve learning of novel sequences, whereas those targeting dopamine D2 receptors may improve the ability to initiate previously learned sequences of movements. (C) 2015 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:176 / 188
页数:13
相关论文
共 102 条
[91]   Accuracy-based measures provide a better measure of sequence learning than reaction time-based measures [J].
Urry, Kristi ;
Burns, Nicholas R. ;
Baetu, Irina .
FRONTIERS IN PSYCHOLOGY, 2015, 6
[92]   Striatal Dopamine Transporter Availability Associated with Polymorphisms in the Dopamine Transporter Gene SLC6A3 [J].
van de Giessen, Elisabeth M. ;
de Win, Maartje M. L. ;
Tanck, Michael W. T. ;
van den Brink, Wim ;
Baas, Frank ;
Booij, Jan .
JOURNAL OF NUCLEAR MEDICINE, 2009, 50 (01) :45-52
[93]  
van Dyck CH, 2005, J NUCL MED, V46, P745
[94]   The variable number of tandem repeats element in DATI regulates in vitro dopamine transporter density -: art. no. 55 [J].
VanNess, SH ;
Owens, MJ ;
Kilts, CD .
BMC GENETICS, 2005, 6 (1)
[95]   'Smoking Genes': A Genetic Association Study [J].
Verde, Zoraida ;
Santiago, Catalina ;
Rodriguez Gonzalez-Moro, Jose Miguel ;
de Lucas Ramos, Pilar ;
Lopez Martin, Soledad ;
Bandres, Fernando ;
Lucia, Alejandro ;
Gomez-Gallego, Felix .
PLOS ONE, 2011, 6 (10)
[96]  
WILLIAMS EJ, 1959, J ROY STAT SOC B, V21, P396
[97]   Interaction of BDNF and COMT Polymorphisms on Paired-Associative Stimulation-Induced Cortical Plasticity [J].
Witte, A. Veronica ;
Kuerten, Julia ;
Jansen, Stefanie ;
Schirmacher, Anja ;
Brand, Eva ;
Sommer, Jens ;
Floeel, Agnes .
JOURNAL OF NEUROSCIENCE, 2012, 32 (13) :4553-4561
[98]   The catechol-O-methyltransferase Val158Met polymorphism modulates fronto-cortical dopamine turnover in early Parkinson's disease: a PET study [J].
Wu, Kit ;
O'Keeffe, Deirdre ;
Politis, Marios ;
O'Keeffe, Grainne C. ;
Robbins, Trevor W. ;
Bose, Subrata K. ;
Brooks, David J. ;
Piccini, Paola ;
Barker, Roger A. .
BRAIN, 2012, 135 :2449-2457
[99]   Polymorphisms in human dopamine D2 receptor gene affect gene expression, splicing, and neuronal activity during working memory [J].
Zhang, Ying ;
Bertolino, Alessandro ;
Fazio, Leonardo ;
Blasi, Giuseppe ;
Rampino, Antonio ;
Romano, Raffaella ;
Lee, Mei-Ling T. ;
Xiao, Tao ;
Papp, Audrey ;
Wang, Danxin ;
Sadee, Wolfgang .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (51) :20552-20557
[100]   Dopamine D1 Receptor Gene Variation Modulates Opioid Dependence Risk by Affecting Transition to Addiction [J].
Zhu, Feng ;
Yan, Chun-xia ;
Wen, Yi-chong ;
Wang, Jiayin ;
Bi, Jinbo ;
Zhao, Ya-ling ;
Wei, Lai ;
Gao, Cheng-ge ;
Jia, Wei ;
Li, Sheng-bin .
PLOS ONE, 2013, 8 (08)