Linking neurogenetics and individual differences in language learning: the dopamine hypothesis.
Open accessAbstract
Fundamental advances in neuroscience have come from investigations into neuroplasticity and learning. These investigations often focus on identifying universal principles across different individuals of the same species. Increasingly, individual differences in learning success have also been observed, such that any seemingly universal principle might only be applicable to a certain extent within a particular learner. One potential source of this variation is individuals' genetic differences. Adult language learning provides a unique opportunity for understanding individual differences and genetic bases of neuroplasticity because of the large individual differences in learning success that have already been documented, and because of the body of empirical work connecting language learning and neurocognition. In this article, we review the literature on the genetic bases of neurocognition, especially studies examining polymorphisms of dopamine (DA)-related genes and procedural learning. This review leads us to hypothesize that there may be an association between DA-related genetic variation and language learning differences. If this hypothesis is supported by future empirical findings we suggest that it may point to neurogenetic markers that allow for language learning to be personalized.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Genetically encoded dopaminergic reception and transmission mediate the acquisition of procedural aspects of grammar.
“A neurogenetic approach to individual differences in L2 learning is advanced by Wong et al. (2012), who specify the mediating roles of genetically encoded dopaminergic (DA) reception and transmission that underlie the acquisition of procedural aspects of grammar.”
From Plasticity, Variability and Age in Second Language Acquisition and Bilingualism (2018) · cites this paper as Wong et al. (2012)
The Introduction links genes encoding dopamine receptors and transporters to procedural learning and proposes that DA-related genes may be associated with variation in grammar learning. The Counter-Evidence and Other Challenges section likewise calls the gene–grammar link a hypothesis limited to some aspects of grammar learning. The claim overstates this proposed relationship as an established mediating mechanism. (LLM, conf=0.88)
Experimental — accuracy not yet measuredIndividuals with different genetic profiles may have different learning capabilities, with more variation expected in adult L2 acquisition than in L1 acquisition.
““it is not surprising that individuals with different genetic profiles may have different learning capabilities” (Wong et al., 2012, p. 1093), with more variation expected in adult L2 acquisition than in L1 acquisition.”
From Plasticity, Variability and Age in Second Language Acquisition and Bilingualism (2018) · cites this paper as Wong et al., 2012
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
A neural substrate of prediction and reward
Schultz, W., Dayan, P., & Montague, P. R. (1997) · Science · doi:10.1126/science.275.5306.1593 · Cited by 9,388 · see citing works
The cortical organization of speech processing
Hickok, G., & Poeppel, D. (2007) · Nature Reviews Neuroscience · doi:10.1038/nrn2113 · Cited by 5,495 · see citing works
The period of susceptibility to the physiological effects of unilateral eye closure in kittens
Hubel, D. H., & Wiesel, T. N. (1970) · The Journal of Physiology · doi:10.1113/jphysiol.1970.sp009022 · Cited by 3,030 · see citing works
Genome-wide association studies for complex traits: consensus, uncertainty and challenges
McCarthy, M. I., Abecasis, G. R., Cardon, L. R., Goldstein, D. B., Little, J., Ioannidis, J. P. A., & Hirschhorn, J. N. (2008) · Nature Reviews Genetics · doi:10.1038/nrg2344 · Cited by 2,891 · see citing works
Werker, J. F., & Tees, R. C. (1984) · Infant Behavior and Development · doi:10.1016/s0163-6383(84)80022-3 · Cited by 2,801 · see citing works
Johnson, J. S., & Newport, E. L. (1989) · Cognitive Psychology · doi:10.1016/0010-0285(89)90003-0 · Cited by 2,724 · see citing works
Effectiveness of L2 instruction: A research synthesis and quantitative meta-analysis
Norris, J. M., & Ortega, L. (2000) · Language Learning · doi:10.1111/0023-8333.00136 · Cited by 2,414 · cited 2× · see citing works
“…provides a unique opportunity for understanding individual differences and genetic bases of neuroplasticity because of the large individual differences in learning success that have already been documented, and because of the body of empirical work connecting language learning and neurocognition.”
BackgroundA forkhead-domain gene is mutated in a severe speech and language disorder
Lai, C. S. L., Fisher, S. E., Hurst, J. A., Vargha‐Khadem, F., & Monaco, A. P. (2001) · Nature · doi:10.1038/35097076 · Cited by 2,053 · see citing works
Evolution of the Brain and Intelligence.
Radinsky, L., & Jerison, H. J. (1975) · Evolution · doi:10.2307/2407154 · Cited by 1,974 · see citing works
By Carrot or by Stick: Cognitive Reinforcement Learning in Parkinsonism
Frank, M. J., Seeberger, L. C., & O'Reilly, R. C. (2004) · Science · doi:10.1126/science.1102941 · Cited by 1,964 · see citing works
Contributions of memory circuits to language: the declarative/procedural model
Ullman, M. T. (2004) · Cognition · doi:10.1016/j.cognition.2003.10.008 · Cited by 1,893 · see citing works
Early vocabulary growth: relation to language input and gender
Huttenlocher, J., Haight, W., Bryk, A., Seltzer, M., & Lyons, T. (1991) · Developmental Psychology · doi:10.1037/0012-1649.27.2.236 · Cited by 1,783 · see citing works
A neostriatal habit learning system in humans
Knowlton, B. J., Mangels, J. A., & Squire, L. R. (1996) · Science · doi:10.1126/science.273.5280.1399 · Cited by 1,777 · see citing works
A neural basis for lexical retrieval
Damásio, H., Grabowski, T. J., Tranel, D., Hichwa, R. D., & Damásio, A. R. (1996) · Nature · doi:10.1038/380499a0 · Cited by 1,602 · see citing works
Modulation of memory fields by dopamine Dl receptors in prefrontal cortex
Williams, G. V., & Goldman-Rakic, P. S. (1995) · Nature · doi:10.1038/376572a0 · Cited by 1,593 · see citing works
The principal features and mechanisms of dopamine modulation in the prefrontal cortex
Seamans, J. K., & Yang, C. R. (2004) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2004.05.006 · Cited by 1,592 · see citing works
Word Segmentation: The Role of Distributional Cues
Saffran, J. R., Newport, E. L., & Aslin, R. N. (1996) · Journal of Memory and Language · doi:10.1006/jmla.1996.0032 · Cited by 1,405 · cited 1× · see citing works
“When presented with segmented words in a continuous speech stream, listeners can learn to rely on transitional probabilities of phonemes and syllables (e.g., Saffran et al., 1996), which have been found to be subserved by the PFC and basal ganglia, among other structures (McNealy et al., 2006).”
BackgroundSomatosensory cortical map changes following digit amputation in adult monkeys
Merzenich, M. M., Nelson, R. J., Stryker, M. P., Cynader, M. S., Schoppmann, A., & Zook, J. M. (1984) · The Journal of Comparative Neurology · doi:10.1002/cne.902240408 · Cited by 1,326 · see citing works
Training, maturation, and genetic influences on the development of executive attention
Rueda, M. R., Rothbart, M. K., McCandliss, B. D., Saccomanno, L., & Posner, M. I. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0506897102 · Cited by 1,110 · see citing works
From Conditioning to Conscious Recollection
Eichenbaum, H., & Cohen, N. J. (2004) · doi:10.1093/acprof:oso/9780195178043.001.0001 · Cited by 1,026 · see citing works
Inverted-U dopamine D1 receptor actions on prefrontal neurons engaged in working memory
Vijayraghavan, S., Wang, M., Birnbaum, S. G., Williams, G. V., & Arnsten, A. F. T. (2007) · Nature Neuroscience · doi:10.1038/nn1846 · Cited by 1,013 · see citing works
From conditioning to category learning: An adaptive network model.
Gluck, M. A., & Bower, G. H. (1988) · Journal of Experimental Psychology General · doi:10.1037//0096-3445.117.3.227 · Cited by 896 · see citing works
Weber-Fox, C. M., & Neville, H. J. (1996) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1996.8.3.231 · Cited by 883 · see citing works
Bradlow, A. R., Pisoni, D. B., Akahane-Yamada, R., & Tohkura, Y. (1997) · The Journal of the Acoustical Society of America · doi:10.1121/1.418276 · Cited by 859 · see citing works
Abrahamsson, N., & Hyltenstam, K. (2009) · Language Learning · doi:10.1111/j.1467-9922.2009.00507.x · Cited by 815 · see citing works
Ullman, M. T. (2001) · Bilingualism Language and Cognition · doi:10.1017/s1366728901000220 · Cited by 806 · see citing works
Zahrt, J., Taylor, J. R., Mathew, R. G., & Arnsten, A. F. T. (1997) · The Journal of Neuroscience · doi:10.1523/jneurosci.17-21-08528.1997 · Cited by 796 · see citing works
Lively, S. E., Logan, J. S., & Pisoni, D. B. (1993) · The Journal of the Acoustical Society of America · doi:10.1121/1.408177 · Cited by 788 · see citing works
Whole-Genome Sequencing in a Patient with Charcot–Marie–Tooth Neuropathy
Lupski, J. R., Reid, J. G., Gonzaga-Jauregui, C., Rio Deiros, D., Chen, D. C. Y., Nazareth, L., Bainbridge, M., Dinh, H., Jing, C., Wheeler, D. A., et al. (2010) · New England Journal of Medicine · doi:10.1056/nejmoa0908094 · Cited by 759 · see citing works
Lyssenko, V., Nagorny, C. L. F., Erdos, M. R., Wierup, N., Jonsson, A., Spégel, P., Bugliani, M., Saxena, R., Fex, M., Pulizzi, N., et al. (2009) · Nature Genetics · doi:10.1038/ng.288 · Cited by 742 · see citing works
Developmental changes in perception of nonnative vowel contrasts.
Polka, L., & Werker, J. F. (1994) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.20.2.421 · Cited by 738 · see citing works
The bilingual brain. Proficiency and age of acquisition of the second language
Perani, D. (1998) · Brain · doi:10.1093/brain/121.10.1841 · Cited by 736 · see citing works
Pharmacogenomics and Individualized Drug Therapy
Eichelbaum, M. F., Ingelman‐Sundberg, M., & Evans, W. E. (2005) · Annual Review of Medicine · doi:10.1146/annurev.med.56.082103.104724 · Cited by 719 · see citing works
Daphna Shohamy, A., & Adcock, R. A. (2010) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2010.08.002 · Cited by 702 · see citing works
The Psychology of the Language Learner
Dörnyei, Z. (2014) · doi:10.4324/9781410613349 · Cited by 700 · see citing works
A functional genetic link between distinct developmental language disorders
Vernes, S. C., Newbury, D. F., Abrahams, B. S., Winchester, L., Nicod, J., Groszer, M., Alarcón, M., Oliver, P. L., Davies, K. E., Geschwind, D. H., et al. (2008) · New England Journal of Medicine · doi:10.1056/nejmoa0802828 · Cited by 676 · see citing works
Culture–gene coevolution of individualism–collectivism and the serotonin transporter gene
Chiao, J. Y., & Blizinsky, K. D. (2009) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2009.1650 · Cited by 671 · see citing works
Genetic triple dissociation reveals multiple roles for dopamine in reinforcement learning
Frank, M. J., Moustafa, A. A., Haughey, H. M., Curran, T., & Hutchison, K. E. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0706111104 · Cited by 669 · see citing works
Evolution of the Brain and Intelligence
(1973) · Elsevier eBooks · doi:10.1016/b978-0-123-85250-2.x5001-9 · Cited by 667 · see citing works
A humanized version of Foxp2 affects cortico-basal ganglia circuits in mice
Enard, W., Gehre, S., Hammerschmidt, K., Hölter, S. M., Blass, T., Somel, M., Brückner, M. K., Schreiweis, C., Winter, C., Sohr, R., et al. (2009) · Cell · doi:10.1016/j.cell.2009.03.041 · Cited by 605 · see citing works
From conditioning to category learning: An adaptive network model.
Gluck, M. A., & Bower, G. H. (1988) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.117.3.227 · Cited by 591 · see citing works
Executive Subprocesses in Working Memory
Goldberg, T. E., Egan, M. F., Gscheidle, T., Coppola, R., Weickert, T. W., Kolachana, B. S., Goldman, D. A., & Weinberger, D. R. (2003) · Archives of General Psychiatry · doi:10.1001/archpsyc.60.9.889 · Cited by 580 · see citing works
Changes in cortical dopamine D1 receptor binding associated with cognitive training
McNab, F., Varrone, A., Farde, L., Jucaite, A., Bystritsky, P., Forssberg, H., & Klingberg, T. (2009) · Science · doi:10.1126/science.1166102 · Cited by 545 · see citing works
FOXP2 as a molecular window into speech and language
Fisher, S. E., & Scharff, C. (2009) · Trends in Genetics · doi:10.1016/j.tig.2009.03.002 · Cited by 541 · see citing works
Genotype Influences In Vivo Dopamine Transporter Availability in Human Striatum
Heinz, A. (2000) · Neuropsychopharmacology · doi:10.1016/s0893-133x(99)00099-8 · Cited by 538 · see citing works
Statistical Learning in Children With Specific Language Impairment
Evans, J., Saffran, J. R., & Robe-Torres, K. (2009) · Journal of Speech, Language and Hearing Research · doi:10.1044/1092-4388(2009/07-0189 · Cited by 529 · see citing works
Neural aspects of second language representation and language control.
Abutalebi, J. (2008) · Acta Psychologica · doi:10.1016/j.actpsy.2008.03.014 · Cited by 529 · see citing works
D2 dopamine receptor gene in psychiatric and neurologic disorders and its phenotypes
Noble, E. P. (2003) · American Journal of Medical Genetics Part B: Neuropsychiatric Genetics · doi:10.1002/ajmg.b.10005 · Cited by 501 · see citing works
FOXP2 and the neuroanatomy of speech and language
Vargha‐Khadem, F., Gadian, D. G., Copp, A. J., & Mishkin, M. (2005) · Nature reviews. Neuroscience · doi:10.1038/nrn1605 · Cited by 498 · see citing works
Localisation of a gene implicated in a severe speech and language disorder
Fisher, S. E., Vargha‐Khadem, F., Watkins, K. E., Monaco, A. P., & Pembrey, M. E. (1998) · Nature Genetics · doi:10.1038/ng0298-168 · Cited by 487 · see citing works
Phonemic and phonetic factors in adult cross-language speech perception
Werker, J. F., & Tees, R. C. (1984) · The Journal of the Acoustical Society of America · doi:10.1121/1.390988 · Cited by 478 · see citing works
Frank, M. J., Doll, B. B., Oas-Terpstra, J., & Moreno, F. (2009) · Nature Neuroscience · doi:10.1038/nn.2342 · Cited by 452 · see citing works
Vargha‐Khadem, F., Watkins, K. E., Alcock, K., Fletcher, P. J., & Passingham, R. E. (1995) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.92.3.930 · Cited by 439 · see citing works
Genetically Determined Differences in Learning from Errors
Klein, T. A., Neumann, J., Reuter, M., Hennig, J., von Cramon, D. Y., & Ullsperger, M. (2007) · Science · doi:10.1126/science.1145044 · Cited by 424 · see citing works
Pharmacogenomics: The Inherited Basis for Interindividual Differences in Drug Response
Evans, W. E., & Johnson, J. A. (2001) · Annual Review of Genomics and Human Genetics · doi:10.1146/annurev.genom.2.1.9 · Cited by 418 · see citing works
Lai, C. S. L. (2003) · Brain · doi:10.1093/brain/awg247 · Cited by 386 · see citing works
Mandarin and English Single Word Processing Studied with Functional Magnetic Resonance Imaging
Chee, M. W. L., Tan, E. W. L., & Thiel, T. (1999) · Journal of Neuroscience · doi:10.1523/jneurosci.19-08-03050.1999 · Cited by 385 · see citing works
Learning pitch patterns in lexical identification by native English-speaking adults
Wong, P. C. M., & Perrachione, T. K. (2007) · Applied Psycholinguistics · doi:10.1017/s0142716407070312 · Cited by 382 · see citing works
Self-citationCalabresi, P., Gubellini, P., Centonze, D., Picconi, B., Bernardi, G., Chergui, K., Svenningsson, P., Fienberg, A. A., & Greengard, P. (2000) · Journal of Neuroscience · doi:10.1523/jneurosci.20-22-08443.2000 · Cited by 379 · see citing works
Variation in dopamine genes influences responsivity of the human reward system
Dreher, J.-C., Kohn, P., Kolachana, B., Weinberger, D. R., & Berman, K. F. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0805517106 · Cited by 376 · see citing works
The emergence of competing modules in bilingualism
HERNANDEZ, A., LI, P., & MACWHINNEY, B. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.03.003 · Cited by 366 · see citing works
Individual Differences in Second-Language Proficiency
Slevc, L. R., & Miyake, A. (2006) · Psychological Science · doi:10.1111/j.1467-9280.2006.01765.x · Cited by 357 · see citing works
An extended Family with a Dominantly Inherited Speech Disorder
Hurst, J. A., Baraitser, M., Auger, E., Graham, F., & Norell, S. (1990) · Developmental Medicine & Child Neurology · doi:10.1111/j.1469-8749.1990.tb16948.x · Cited by 352 · see citing works
MRI analysis of an inherited speech and language disorder: structural brain abnormalities
Watkins, K. E., Vargha‐Khadem, F., Ashburner, J., Passingham, R. E., Connelly, A., Friston, K. J., Frackowiak, R. S. J., Mishkin, M., & Gadian, D. G. (2002) · Brain · doi:10.1093/brain/awf057 · Cited by 345 · see citing works
Kim, H. S., Sherman, D. K., Sasaki, J. Y., Xu, J., Chu, T. Q., Ryu, C., Suh, E. M., Graham, K., & Taylor, S. E. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1010830107 · Cited by 341 · see citing works
The Axon Guidance Receptor Gene ROBO1 Is a Candidate Gene for Developmental Dyslexia
Hannula‐Jouppi, K., Kaminen‐Ahola, N., Taipale, M., Eklund, R., Nopola‐Hemmi, J., Kääriäinen, H., & Kere, J. (2005) · PLoS Genetics · doi:10.1371/journal.pgen.0010050 · Cited by 329 · see citing works
Language fMRI abnormalities associated with FOXP2 gene mutation
Liegeois, F. J., Baldeweg, T., Connelly, A., Gadian, D. G., Mishkin, M., & Vargha‐Khadem, F. (2003) · Nature Neuroscience · doi:10.1038/nn1138 · Cited by 328 · see citing works
The molecular genetics of cognition: dopamine, COMT and BDNF
Savitz, J. B., Solms, M., & Ramesar, R. (2005) · Genes Brain & Behavior · doi:10.1111/j.1601-183x.2005.00163.x · Cited by 326 · see citing works
D1- Versus D2-Receptor Modulation of Visuospatial Working Memory in Humans
Müller, U., von Cramon, D. Y., & Pollmann, S. (1998) · Journal of Neuroscience · doi:10.1523/jneurosci.18-07-02720.1998 · Cited by 325 · see citing works
Friederici, A. D., Steinhauer, K., & Pfeifer, E. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.012611199 · Cited by 312 · see citing works
Dissociating types of mental computation
Marslen‐Wilson, W. D., & TYLER, L. K. (1997) · Nature · doi:10.1038/42456 · Cited by 299 · see citing works
Strong Evidence That KIAA0319 on Chromosome 6p Is a Susceptibility Gene for Developmental Dyslexia
Cope, N. A., Harold, D. H., Hill, G., Moskvina, V., Stevenson, J., Holmans, P., Owen, M. J., O’Donovan, M. C., & Williams, J. H. (2005) · The American Journal of Human Genetics · doi:10.1086/429131 · Cited by 293 · see citing works
Ritchie, T. L., & Noble, E. P. (2003) · Neurochemical Research · doi:10.1023/a:1021648128758 · Cited by 292 · see citing works
Morgan‐Short, K., Steinhauer, K., Sanz, C., & Ullman, M. T. (2011) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00119 · Cited by 289 · see citing works
Self-citationNeural characteristics of successful and less successful speech and word learning in adults
Wong, P. C. M., Perrachione, T. K., & Parrish, T. B. (2006) · Human Brain Mapping · doi:10.1002/hbm.20330 · Cited by 288 · see citing works
Self-citationBrain Structure Predicts the Learning of Foreign Speech Sounds
Narly Golestani, A., Molko, N., Dehaene, S., Bihan, D. L., & Pallier, C. (2006) · Cerebral Cortex · doi:10.1093/cercor/bhk001 · Cited by 288 · see citing works
Morgan‐Short, K., Sanz, C., Steinhauer, K., & Ullman, M. T. (2010) · Language Learning · doi:10.1111/j.1467-9922.2009.00554.x · Cited by 286 · see citing works
Self-citationPerrachione, T. K., Lee, J., Ha, L. Y. Y., & Wong, P. C. M. (2011) · The Journal of the Acoustical Society of America · doi:10.1121/1.3593366 · Cited by 284 · see citing works
Self-citationLearning new sounds of speech: reallocation of neural substrates
Golestani, N., & Zatorre, R. J. (2003) · NeuroImage · doi:10.1016/j.neuroimage.2003.09.071 · Cited by 273 · see citing works
Facilitation of Working Memory in Humans by a D2 Dopamine Receptor Agonist
Luciana, M. M., Depue, R. A., Arbisi, P. A., & Leon, A. S. (1992) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1992.4.1.58 · Cited by 269 · see citing works
Mutations in the Lysosomal Enzyme–Targeting Pathway and Persistent Stuttering
Kang, C. P., Riazuddin, S. A., Mundorff, J., Krasnewich, D. M., Friedman, P. L., Mullikin, J. C., & Drayna, D. T. (2010) · New England Journal of Medicine · doi:10.1056/nejmoa0902630 · Cited by 262 · see citing works
Hirvonen, M., Laakso, A., Någren, K., Rinne, J. O., Pohjalainen, T., & Hietala, J. A. (2004) · Molecular Psychiatry · doi:10.1038/sj.mp.4001561 · Cited by 248 · see citing works
Silva, R., & Clahsen, H. (2008) · Bilingualism Language and Cognition · doi:10.1017/s1366728908003404 · Cited by 247 · see citing works
Relating Structure to Function: Heschl's Gyrus and Acoustic Processing
Warrier, C. M., Wong, P. C. M., Penhune, V. B., et al. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.3489-08.2009 · Cited by 244 · see citing works
Self-citationGene–gene interaction associated with neural reward sensitivity
Yacubian, J., Sommer, T., Schroeder, K., Gläscher, J., Kalisch, R., Leuenberger, B., Braus, D. F., & Büchel, C. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0702029104 · Cited by 241 · see citing works
A phosphatase cascade by which rewarding stimuli control nucleosomal response
Stipanovich, A., Valjent, E., Matamales, M., Nishi, A., Ahn, J., Maroteaux, M. J., Bertran‐Gonzalez, J., Brami‐Cherrier, K., Enslen, H., Corbillé, A.-G., et al. (2008) · Nature · doi:10.1038/nature06994 · Cited by 237 · see citing works
Dopamine D5 receptors of rat and human brain
Khan, Z. U., Gutiérrez, A., Martı́n, R., Peñafiel, A., Rivera, A., & de la Calle, A. (2000) · Neuroscience · doi:10.1016/s0306-4522(00)00274-8 · Cited by 236 · see citing works
Krugel, L. K., Biele, G., Mohr, P. N. C., Li, S.-C., & Heekeren, H. R. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0905191106 · Cited by 229 · see citing works
Genetic evidence implicating DARPP-32 in human frontostriatal structure, function, and cognition
Meyer‐Lindenberg, A., Straub, R. E., Lipska, B. K., Verchinski, B. A., Goldberg, T. E., Callicott, J. H., Egan, M. F., Huffaker, S., Mattay, V. S., Kolachana, B. S., et al. (2007) · Journal of Clinical Investigation · doi:10.1172/jci30413 · Cited by 226 · see citing works
Genetic Advances in the Study of Speech and Language Disorders
Newbury, D. F., & Monaco, A. P. (2010) · Neuron · doi:10.1016/j.neuron.2010.10.001 · Cited by 218 · see citing works
Interactions of the hippocampal system and the prefrontal cortex in learning language-like rules
Opitz, B., & Friederici, A. D. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00170-8 · Cited by 215 · see citing works
Jamieson, D. G., & Morosan, D. E. (1986) · Perception & Psychophysics · doi:10.3758/bf03211500 · Cited by 214 · see citing works
Volume of Left Heschl's Gyrus and Linguistic Pitch Learning
Wong, P. C. M., Warrier, C. M., Penhune, V. B., et al. (2007) · Cerebral Cortex · doi:10.1093/cercor/bhm115 · Cited by 214 · see citing works
Self-citationCamps, M., Kelly, P. H., & Palacios, J. M. (1990) · Journal of Neural Transmission · doi:10.1007/bf01257077 · Cited by 210 · see citing works
Ullman, M. T., Pancheva, R., Love, T. E., Yee, E., Swinney, D., & Hickok, G. S. (2004) · Brain and Language · doi:10.1016/j.bandl.2004.10.001 · Cited by 206 · see citing works
Lai, C. S. L., Fisher, S. E., Hurst, J. A., Levy, E. R., Hodgson, S. V., Fox, M., Jeremiah, S. J., Povey, S., Jamison, D. C., Green, E. D., et al. (2000) · The American Journal of Human Genetics · doi:10.1086/303011 · Cited by 205 · see citing works
Morphology, language and the brain: the decompositional substrate for language comprehension
Marslen‐Wilson, W. D., & TYLER, L. K. (2007) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2007.2091 · Cited by 204 · see citing works
Pisoni, D. B., Aslin, R. Ν., Perey, A. J., & Hennessy, B. L. (1982) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.8.2.297 · Cited by 201 · see citing works
Recanzone, G. H., Merzenich, M. M., & Dinse, H. R. (1992) · Cerebral Cortex · doi:10.1093/cercor/2.3.181 · Cited by 199 · see citing works
Cracking the Language Code: Neural Mechanisms Underlying Speech Parsing
Mcnealy, K., Mazziotta, J., & Dapretto, M. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.5501-05.2006 · Cited by 198 · see citing works
CMIP and ATP2C2 Modulate Phonological Short-Term Memory in Language Impairment
Newbury, D. F., Winchester, L. M., Addis, L., Paracchini, S., Buckingham, L.-L., Clark, A., Cohen, W., Cowie, H., Dworzynski, K., Everitt, A., et al. (2009) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2009.07.004 · Cited by 182 · see citing works
Cerebral organization in bilinguals
Klein, D., Milner, B. A., Zatorre, R. J., Zhao, V., & Nikelski, J. (1999) · Neuroreport · doi:10.1097/00001756-199909090-00026 · Cited by 181 · see citing works
Exploring the Relationship between Modified Output and Working Memory Capacity.
Mackey, A., Adams, R., Stafford, C., & Winke, P. M. (2010) · Language Learning · doi:10.1111/j.1467-9922.2010.00565.x · Cited by 180 · see citing works
* (2004) · The American Journal of Human Genetics · doi:10.1086/421529 · Cited by 180 · see citing works
Dopamine DRD2 Polymorphism Alters Reversal Learning and Associated Neural Activity
Jocham, G., Klein, T. A., Neumann, J., von Cramon, D. Y., Reuter, M., & Ullsperger, M. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.5195-08.2009 · Cited by 178 · see citing works
<i>CNTNAP2</i>variants affect early language development in the general population
Whitehouse, A. J. O., Bishop, D. V. M., Ang, Q. W., Pennell, C. E., & Fisher, S. E. (2011) · Genes, Brain and Behavior · doi:10.1111/j.1601-183x.2011.00684.x · Cited by 170 · see citing works
Morphological Deficits of Children With SLI
Rice, M. L., & Oetting, J. B. (1993) · Journal of Speech Language and Hearing Research · doi:10.1044/jshr.3606.1249 · Cited by 165 · see citing works
Increased Caudate Dopamine D2 Receptor Availability as a Genetic Marker for Schizophrenia
Hirvonen, J., van Erp, T. G. M., Huttunen, J., Aalto, S., Någren, K., HUTTUNEN, M. O., Lönnqvist, J. K., Kaprio, J. A., Hietala, J. A., & Cannon, T. D. (2005) · Archives of General Psychiatry · doi:10.1001/archpsyc.62.4.371 · Cited by 161 · see citing works
Pinel, P., Fauchereau, F., Moreno, A., Barbot, A., Lathrop, M. G., Zélénika, D., Bihan, D. L., Poline, J., Bourgeron, T., & Dehaene, S. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.5996-10.2012 · Cited by 160 · see citing works
Declarative and procedural memory as individual differences in second language acquisition
Morgan‐Short, K., Faretta‐Stutenberg, M., Brill-Schuetz, K. A., Carpenter, H. S., & Wong, P. C. M. (2013) · Bilingualism Language and Cognition · doi:10.1017/s1366728912000715 · Cited by 150 · see citing works
Self-citationHow instructed knowledge modulates the neural systems of reward learning
Li, J., Delgado, M. R., & Phelps, E. A. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1014938108 · Cited by 149 · see citing works
Reuter, M., Kirsch, P., & Hennig, J. (2006) · Journal of neural transmission · doi:10.1007/s00702-005-0366-5 · Cited by 148 · see citing works
Cass, W. A., & Gerhardt, G. A. (1995) · Journal of Neurochemistry · doi:10.1046/j.1471-4159.1995.65010201.x · Cited by 144 · see citing works
Language and modern human origins
Schepartz, L. A. (1993) · American Journal of Physical Anthropology · doi:10.1002/ajpa.1330360607 · Cited by 136 · see citing works
Genomewide Significant Linkage to Stuttering on Chromosome 12
Riaz, N., Steinberg, S., Ahmad, J., Pluzhnikov, A., Riazuddin, S. A., Cox, N. J., & Drayna, D. T. (2005) · The American Journal of Human Genetics · doi:10.1086/429226 · Cited by 132 · see citing works
Shriberg, L. D., Ballard, K. J., Tomblin, J. B., Duffy, J. R., Odell, K. H., & Williams, C. A. (2006) · Journal of Speech Language and Hearing Research · doi:10.1044/1092-4388(2006/038 · Cited by 130 · see citing works
Individual differences in the acquisition of second language phonology
Narly Golestani, A., & Zatorre, R. J. (2008) · Brain and Language · doi:10.1016/j.bandl.2008.01.005 · Cited by 122 · see citing works
DECOMPOSITION OF INFLECTED WORDS IN A SECOND LANGUAGE
Neubauer, K., & Clahsen, H. (2009) · Studies in Second Language Acquisition · doi:10.1017/s0272263109090354 · Cited by 119 · see citing works
Wayment, H., Schenk, J. O., & Sorg, B. A. (2001) · Journal of Neuroscience · doi:10.1523/jneurosci.21-01-00035.2001 · Cited by 118 · see citing works
Cragg, S. J., Rice, M. E., & Greenfield, S. A. (1997) · Journal of Neurophysiology · doi:10.1152/jn.1997.77.2.863 · Cited by 118 · see citing works
Genetic and environmental risks for specific language impairment in children
Bishop, D. (2001) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2000.0770 · Cited by 116 · see citing works
Rice, M. L., Hoffman, L., & Wexler, K. N. (2009) · Journal of Speech Language and Hearing Research · doi:10.1044/1092-4388(2009/08-0171 · Cited by 104 · see citing works
Cellular and subcellular localization of the dopamine transporter in rat cortex
Sesack, S. R., Hawrylak, V. A., Guido, M. A., & Levey, A. I. (1997) · Advances in pharmacology · doi:10.1016/s1054-3589(08)60720-6 · Cited by 101 · see citing works
Perclová, R. (2013) · Psychology Press eBooks · doi:10.4324/9780203774670 · Cited by 95 · see citing works
Ouimet, C. C., LaMantia, A., Goldman, P. S., RAKIC, P. T., & Greengard, P. (1992) · The Journal of Comparative Neurology · doi:10.1002/cne.903230206 · Cited by 84 · see citing works
Strain differences in the distribution of dopamine transporter sites in rat brain
Jiao, X., Paré, W. P., & Tejani‐Butt, S. M. (2003) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/s0278-5846(03)00150-7 · Cited by 84 · see citing works
Càmara, E., Krämer, U. M., Toni Cunillera, B., Marco‐Pallarés, J., Cucurell, D., Nager, W., Mestres-Missé, A., Bauer, P., Schüle, R., Schöls, L. J., et al. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhp263 · Cited by 83 · see citing works
Distinct Hippocampal and Basal Ganglia Contributions to Probabilistic Learning and Reversal
Daphna Shohamy, A., Myers, C. E., Hopkins, R. O., Sage, J., & Gluck, M. A. (2008) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21138 · Cited by 83 · see citing works
The Interface Between Syntax and the Lexicon in Second Language Acquisition
van Hout, R. W. N. M., Kuiken, F., Hulk, A., & Towell, R. J. (2004) · University of Groningen research database (University of Groningen / Centre for Information Technology) · Cited by 83 · see citing works
Battle, N. C., Choudhry, S., Tsai, H., et al. (2007) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.200607-992oc · Cited by 80 · see citing works
Červenka, S., Bäckman, L., Cselényi, Z., Halldin, C., & Farde, L. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2007.12.063 · Cited by 80 · see citing works
Challenging the role of implicit processes in probabilistic category learning
Newell, B. R., Lagnado, D. A., & Shanks, D. R. (2007) · Psychonomic Bulletin & Review · doi:10.3758/bf03194098 · Cited by 80 · see citing works
Working memory plasticity modulated by dopamine transporter genotype
Brehmer, Y., Westerberg, H., Bellander, M., Fürth, D., Karlsson, S., & Bäckman, L. (2009) · Neuroscience Letters · doi:10.1016/j.neulet.2009.10.018 · Cited by 76 · see citing works
An fMRI study with semantic access in low proficiency second language learners
Xue, G., Dong, Q., Jin, Z., Zhang, L., & Wang, Y. (2004) · NeuroReport · doi:10.1097/00001756-200404090-00010 · Cited by 75 · see citing works
Bowden, H. W., Gelfand, M. P., Sanz, C., & Ullman, M. T. (2010) · Language Learning · doi:10.1111/j.1467-9922.2009.00551.x · Cited by 71 · see citing works
RYBAKOWSKI, J. K., Borkowska, A., Czerski, P. M., Kapelski, P., Dmitrzak‐Węglarz, M., & Hauser, J. (2005) · Journal of Neural Transmission · doi:10.1007/s00702-005-0292-6 · Cited by 67 · see citing works
The Emergence of Language From Serial Order and Procedural Memory
(2013) · Psychology Press eBooks · doi:10.4324/9781410602367-21 · Cited by 62 · see citing works
White, M. J., Lawford, B. R., Morris, C. P., & Young, R. M. (2009) · Behavior Genetics · doi:10.1007/s10519-008-9255-7 · Cited by 62 · see citing works
Lane, H., Liu, Y.-C., Huang, C., Hsieh, C. L., Chang, Y.-L., Chang, L., Chang, Y.-C., & Chang, W. (2008) · Journal of Psychiatry and Neuroscience · doi:10.1139/jpn.0807 · Cited by 61 · see citing works
Dopamine D1Receptors and Nonlinear Probability Weighting in Risky Choice
Takahashi, H., Matsui, H., Camerer, C., Takano, H., Kodaka, F., Ideno, T., Okubo, S., Takemura, K., Arakawa, R., Eguchi, Y., et al. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.3933-10.2010 · Cited by 56 · see citing works
Wiebe, S. A., Espy, K. A., Stopp, C. D., Respass, J., Stewart, P., Jameson, T. R., Gilbert, D. G., & Huggenvik, J. I. (2009) · Developmental Psychology · doi:10.1037/a0014550 · Cited by 56 · see citing works
LIEBERMAN, P. H. (2009) · Cell · doi:10.1016/j.cell.2009.05.013 · Cited by 55 · see citing works
Karabanov, A. N., Červenka, S., de Manzano, Ö., Forssberg, H., Farde, L., & Ullén, F. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0911805107 · Cited by 54 · see citing works
Rodríguez–Jiménez, R., Hoenicka, J., Jiménez‐Arriero, M. Á., Ponce, G., Bagney, A., Aragüés, M., & Palomo, T. (2006) · Neuropsychobiology · doi:10.1159/000098652 · Cited by 54 · see citing works
Genetic basis of grammar defect
Gopnik, M. (1990) · Nature · doi:10.1038/347026a0 · Cited by 45 · see citing works
de Vries, M. H., Ulte, C., Zwitserlood, P., Szymanski, B., & Knecht, S. (2010) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2010.06.024 · Cited by 43 · see citing works
Statistical learning in infants
Altmann, G. T. M. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.262659399 · Cited by 41 · see citing works
Little, K. Y., Carroll, F. I., & Cassin, B. J. (1995) · Journal of Pharmacology and Experimental Therapeutics · doi:10.1016/s0022-3565(25)10704-0 · Cited by 41 · see citing works
Integrating the message level into treatment for agrammatism using story retelling
Peach, R. K., & Wong, P. C. M. (2004) · Aphasiology · doi:10.1080/02687030444000147 · Cited by 40 · see citing works
Self-citationThe Derived Allele of ASPM Is Associated with Lexical Tone Perception
Wong, P. C. M., Chandrasekaran, B., & Zheng, J. (2012) · PLoS ONE · doi:10.1371/journal.pone.0034243 · Cited by 38 · see citing works
Self-citationModulation of striatal dopamine D1 binding by cognitive processing
Karlsson, S., Nyberg, L. H., Karlsson, P., Fischer, H., Thilers, P. P., MacDonald, S. W. S., Brehmer, Y., Rieckmann, A., Halldin, C., Farde, L., et al. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.06.030 · Cited by 36 · see citing works
Influence of dopaminergic and serotoninergic genes on working memory in healthy subjects
M.*, W., Hauser, J., Tomaszewska, M., Dmitrzak‐Węglarz, M., Skibińska, M., Szczepankiewicz, A., & Borkowska, A. (2010) · Acta Neurobiologiae Experimentalis · doi:10.55782/ane-2010-1777 · Cited by 33 · see citing works
Children with Specific Language Impairment: Bridging the Genetic and Developmental Perspectives
Rice, M. L. (2008) · Blackwell Publishing Ltd eBooks · doi:10.1002/9780470757833.ch20 · Cited by 21 · see citing works
Handbook of Genetic Communicative Disorders
(2001) · Elsevier eBooks · doi:10.1016/b978-0-12-280605-6.x5000-8 · Cited by 2 · see citing works
Individual differences in second-language proficiency: Does musical ability matter? - eScholarship
Slevc, L. R., & Miyake, A. (2006) · Cited by 1 · see citing works
Flagged first, then by citations
Research works printed but not linked: 5
- Donald M The Chronology of Anatomical and Cultural Change: In Origins of the Modern Mind Cambridge, MA Harvard University Press 1991
- Ettlinger M Bradlow AR Wong PCM The persistence and obliteration of opaque interactions Bochnak R Proceedings of the 45th Annual Meeting of the Chicago Linguistics Society Chicago Chicago Linguistics Society 2009
- Ettlinger M Novis S Wang L Wong PCM Neuroanatomical correlates of successful language learning Organization for Human Brain Mapping Conference Barcelona, Spain 2010
- Paradis M Neurolinguistic aspects of implicit and explicit memory: implications for bilingualism Ellis N Implicit and Explicit Learning of Second Languages London Academic Press 1994 393 419
- Squire LR Knowlton BJ The medial temporal lobe, the hippocampus, and the memory systems of the brain Gazzaniga MS The New Cognitive Neurosciences Cambridge, MA MIT Press 253 765 780 2000
Cited by
Sorted by citations
Plasticity, Variability and Age in Second Language Acquisition and Bilingualism
Birdsong, D. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.00081 · Cited by 205 · see citing works
“A neurogenetic approach to individual differences in L2 learning is advanced by Wong et al. (2012), who specify the mediating roles of genetically encoded dopaminergic (DA) reception and transmission that underlie the acquisition of procedural aspects of grammar.”
BackgroundFaraone, S. V., Ward, C. L., Boucher, M., Elbekai, R., & Brunner, E. (2025) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2025.106275 · Cited by 10 · see citing works
- Authors
- Wong, P. C. M., Morgan-Short, K., Ettlinger, M., & Zheng, J.
- Affiliations
- Northwestern University (US)
- Corresponding author
- Wong, Patrick C.M.
- Venue
- Cortex
- Publisher
- Elsevier BV
- Published
- 2012-10
- Volume
- 48
- Issue
- 9
- Pages
- 1091-1102
- ISSN
- 0010-9452 (ISSN-L)
- PMC
- PMC3965203
- OpenAlex
- W1987803101
- Cited by
- 67
- References
- 155
- Citations by year
- 2026: 1 · 2025: 7 · 2024: 3 · 2023: 4 · 2022: 6 · 2021: 5 · 2020: 5 · 2019: 1 · 2018: 5 · 2017: 1 · 2016: 5 · 2015: 11 · 2014: 7 · 2013: 5 · 2012: 1
- FWCI
- 0.80
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Cortex (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health (R01DC008333, R21DC009652, ARRA R21DC009652-S1, ARRA RC1DC010633)
- National Science Foundation (BCS-1125144)
- Topics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
- Social Sciences › Arts and Humanities › Language and Linguistics › EFL/ESL Teaching and Learning
- Keywords
- adult language learning, individual differences, neurogenetics, dopamine, genetic polymorphism, neuroplasticity, procedural learning, neurocognitive function, personalized learning, genetic markers
- MeSH terms
- Animals, Dopamine, Humans, Individuality, Language, Language Development, Learning, Neuronal Plasticity
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review