Genetic Contribution to Variation in Cognitive Function: An fMRI Study in Twins
Open accessAbstract
Little is known about the genetic contribution to individual differences in neural networks subserving cognition function. In this functional magnetic resonance imaging (fMRI) twin study, we found a significant genetic influence on brain activation in neural networks supporting digit working memory tasks. Participants activating frontal-parietal networks responded faster than individuals relying more on language-related brain networks. There were genetic influences on brain activation in language-relevant brain circuits that were atypical for numerical working memory tasks as such. This suggests that differences in cognition might be related to brain activation patterns that differ qualitatively among individuals.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The text we found for this paper looks like another document, so the self-check wasn’t run.
Cites
Short-term retention of individual verbal items.
Peterson, L., & Peterson, M. J. (1959) · Journal of Experimental Psychology · doi:10.1037/h0049234 · Cited by 2,939 · see citing works
THREE PARIETAL CIRCUITS FOR NUMBER PROCESSING
Dehaene, S., Manuela Piazza, A., Pinel, P., & Cohen, L. (2003) · Cognitive Neuropsychology · doi:10.1080/02643290244000239 · Cited by 2,471 · see citing works
Serotonin transporter genetic variation and the response of the human amygdala.
Hariri, A. R., Mattay, V. S., Tessitore, A., Kolachana, B., Fera, F., Goldman, D., Egan, M. F., & Weinberger, D. R. (2002) · Science · doi:10.1126/science.1071829 · Cited by 2,340 · see citing works
Neuroimaging studies of working memory:
Wager, T. D., & Smith, E. E. (2003) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.3.4.255 · Cited by 1,889 · see citing works
Working memory as an emergent property of the mind and brain
Postle, B. R. (2005) · Neuroscience · doi:10.1016/j.neuroscience.2005.06.005 · Cited by 1,151 · see citing works
Classical twin studies and beyond
Boomsma, D., Busjahn, A., & Peltonen, L. (2002) · Nature Reviews Genetics · doi:10.1038/nrg932 · Cited by 1,105 · see citing works
Self-citationGoebel, R., Esposito, F., & Formisano, E. (2006) · Human Brain Mapping · doi:10.1002/hbm.20249 · Cited by 1,053 · see citing works
Self-citationGenetic influences on brain structure
Thompson, P. M., Cannon, T. D., Narr, K. L., van Erp, T. G. M., Poutanen, V.-P., HUTTUNEN, M. O., Lönnqvist, J. K., Standertskjöld-Nordenstam, C.-G., Kaprio, J. A., Khaledy, M., et al. (2001) · Nature Neuroscience · doi:10.1038/nn758 · Cited by 1,033 · see citing works
Shmuel, A., Augath, M., Oeltermann, A., & Logothetis, N. K. (2006) · Nature Neuroscience · doi:10.1038/nn1675 · Cited by 898 · see citing works
The role of short-term working memory in mental arithmetic
Hitch, G. J. (1978) · Cognitive Psychology · doi:10.1016/0010-0285(78)90002-6 · Cited by 419 · see citing works
Genetic variability of human brain size and cortical gyral patterns
Bartley, A. J. (1997) · Brain · doi:10.1093/brain/120.2.257 · Cited by 355 · see citing works
Twin and family studies of the human electroencephalogram: a review and a meta-analysis.
van Beijsterveldt, C. E. M., & van Baal, G. C. V. (2002) · Biological Psychology · doi:10.1016/s0301-0511(02)00055-8 · Cited by 332 · see citing works
Using genetic data in cognitive neuroscience: from growing pains to genuine insights
Green, A. E., Munafo, M. R., DeYoung, C. G., Fossella, J., Fan, J., & Gray, J. R. (2008) · Nature reviews. Neuroscience · doi:10.1038/nrn2461 · Cited by 279 · see citing works
A Note on the Statistical Power in Extended Twin Designs
Posthuma, D., & Boomsma, D. I. (2000) · Behavior Genetics · doi:10.1023/a:1001959306025 · Cited by 272 · see citing works
Self-citationGruber, O., & Goschke, T. (2004) · Acta Psychologica · doi:10.1016/j.actpsy.2003.12.003 · Cited by 216 · see citing works
Schmitt, J. E., Lenroot, R., Wallace, G. L., Ordaz, S. J., Taylor, K. N., Kabani, N. J., GREENSTEIN, D. K., Lerch, J. P., Kendler, K. S., Neale, M. C., et al. (2008) · Cerebral Cortex · doi:10.1093/cercor/bhm211 · Cited by 193 · see citing works
Blokland, G. A. M., McMahon, K. L., Hoffman, J., Zhu, G., Meredith, M., Martin, N. G., Thompson, P. M., de Zubicaray, G. I., & Wright, M. J. (2008) · Biological Psychology · doi:10.1016/j.biopsycho.2008.03.006 · Cited by 129 · see citing works
Polk, T. A., Park, J., Smith, M. R., & Park, D. C. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.4001-07.2007 · Cited by 108 · see citing works
Sakai, K. L. (2004) · Cerebral Cortex · doi:10.1093/cercor/bhh084 · Cited by 87 · see citing works
Language lateralization in monozygotic twin pairs concordant and discordant for handedness
Sommer, I. E. (2002) · Brain · doi:10.1093/brain/awf284 · Cited by 85 · see citing works
The heritability of measures of speed of information-processing
Vernon, P. A. (1989) · Personality and Individual Differences · doi:10.1016/0191-8869(89)90040-8 · Cited by 81 · see citing works
Feredoes, E. A., Tononi, G., & Postle, B. R. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.1573-07.2007 · Cited by 65 · see citing works
Heritability of anterior cingulate response to conflict: An fMRI study in female twins
Matthews, S. C., Simmons, A. N., Strigo, I. A., Jang, K. L., Stein, M. B., & Paulus, M. P. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.07.015 · Cited by 47 · see citing works
Individual variation in neural correlates of sadness in children: A twin fMRI study
Côté, C., Beauregard, M., Girard, A., Mensour, B., Mancini-Marı̈e, A., & Pérusse, D. (2007) · Human Brain Mapping · doi:10.1002/hbm.20400 · Cited by 34 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
The neuroscience of human intelligence differences
Deary, I. J., Penke, L., & Johnson, W. (2010) · Nature Reviews Neuroscience · doi:10.1038/nrn2793 · Cited by 1,038 · see citing works
The structural basis of inter-individual differences in human behaviour and cognition
Kanai, R., & Rees, G. (2011) · Nature reviews. Neuroscience · doi:10.1038/nrn3000 · Cited by 1,055 · see citing works
The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data
the Alzheimer’s Disease Neuroimaging Initiative, E. C., Thompson, P. M., Stein, J. L., Medland, S. E., Hibar, D. P., Vasquez, A. A., Renteria, M. E., Toro, R., Jahanshad, N., Schumann, G., et al. (2014) · Brain Imaging and Behavior · doi:10.1007/s11682-013-9269-5 · Cited by 838 · see citing works
Self-citationKonrad, K., & Eickhoff, S. B. (2010) · Human Brain Mapping · doi:10.1002/hbm.21058 · Cited by 670 · see citing works
Genetic control over the resting brain
Glahn, D. C., Winkler, A. M., Kochunov, P., Almasy, L., Duggirala, R., Carless, M. A., Curran, J. C., Olvera, R. L., Laird, A. R., Smith, S. M., et al. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0909969107 · Cited by 450 · see citing works
Alzheimer’s Disease Genetics: From the Bench to the Clinic
Karch, C. M., Cruchaga, C., & Goate, A. M. (2014) · Neuron · doi:10.1016/j.neuron.2014.05.041 · Cited by 473 · see citing works
Rommelse, N. N. J., Geurts, H. M., Franke, B., Buitelaar, J. K., & Hartman, C. A. (2011) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2011.02.015 · Cited by 429 · see citing works
The continuing value of twin studies in the omics era
van Dongen, J., Slagboom, P., Draisma, H., Martin, N. G., & Boomsma, D. (2012) · Nature reviews genetics · doi:10.1038/nrg3243 · Cited by 398 · see citing works
Self-citationAttention-Deficit/Hyperactivity Disorder and Attention Networks
Bush, G. (2010) · Neuropsychopharmacology · doi:10.1038/npp.2009.120 · Cited by 358 · see citing works
Genetic Influences on Cost-Efficient Organization of Human Cortical Functional Networks
Fornito, A., Zalesky, A., Bassett, D. S., David Meunier, A., Ellison-Wright, I., Yücel, M., Wood, S. J., Shaw, K., O'Connor, J., Nertney, D. A., et al. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.4858-10.2011 · Cited by 280 · see citing works
A Hitchhiker's Guide to Functional Magnetic Resonance Imaging
Soares, J. M., Magalhães, R. J. D. S., Moreira, P. S., Sousa, A., Ganz, E., Sampaio, A., Alves, V., Marques, P., & Sousa, N. (2016) · Frontiers in Neuroscience · doi:10.3389/fnins.2016.00515 · Cited by 270 · see citing works
Genetics of white matter development: A DTI study of 705 twins and their siblings aged 12 to 29
Chiang, M.-C., McMahon, K. L., de Zubicaray, G. I., Martin, N. G., Hickie, I. B., Toga, A. W., Wright, M. J., & Thompson, P. M. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.10.015 · Cited by 250 · see citing works
Genetic Gating of Human Fear Learning and Extinction
Lonsdorf, T. B., Weike, A. I., Nikamo, P., Schalling, M., Hamm, A. O., & Öhman, A. (2009) · Psychological Science · doi:10.1111/j.1467-9280.2009.02280.x · Cited by 242 · see citing works
Blokland, G. A. M., de Zubicaray, G. I., McMahon, K. L., & Wright, M. J. (2012) · Twin Research and Human Genetics · doi:10.1017/thg.2012.11 · Cited by 221 · see citing works
Neuroimaging creativity: a psychometric view
Arden, R., Chavez, R. S., Grazioplene, R., & Jung, R. E. (2010) · Behavioural Brain Research · doi:10.1016/j.bbr.2010.05.015 · Cited by 287 · see citing works
Data leakage inflates prediction performance in connectome-based machine learning models
Rosenblatt, M., Tejavibulya, L., Jiang, R., Noble, S., & Scheinost, D. (2024) · Nature Communications · doi:10.1038/s41467-024-46150-w · Cited by 236 · see citing works
Innovations in Educational Psychology: Perspectives on Learning, Teaching, and Human Development
Preiss, D., & Sternberg, R. J. (2010) · Cited by 194 · see citing works
BrainVoyager — Past, present, future
Goebel, R. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.01.083 · Cited by 175 · see citing works
Self-citationHeritability of Working Memory Brain Activation
Blokland, G. A. M., McMahon, K. L., Thompson, P. M., Martin, N. G., de Zubicaray, G. I., & Wright, M. J. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.5334-10.2011 · Cited by 158 · see citing works
Autism-Associated Promoter Variant in MET Impacts Functional and Structural Brain Networks
Rudie, J. D., Hernandez, L. M., Brown, J. A., Beck-Pancer, D., Colich, N. L., Gorrindo, P., Thompson, P. M., Geschwind, D. H., Bookheimer, S. Y., Levitt, P., et al. (2012) · Neuron · doi:10.1016/j.neuron.2012.07.010 · Cited by 142 · see citing works
Neural Signatures of Autism Spectrum Disorders: Insights into Brain Network Dynamics
Hernandez, L. M., Rudie, J. D., Green, S. A., Bookheimer, S. Y., & Dapretto, M. (2014) · Neuropsychopharmacology · doi:10.1038/npp.2014.172 · Cited by 141 · see citing works
Zhen, Z., Yang, Z., Huang, L., Kong, X., Wang, X., Dang, X., Huang, Y., Song, Y., & Jia Liu, B. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2015.03.010 · Cited by 130 · see citing works
Genetic control of functional brain network efficiency in children
van den Heuvel, M. P., van Soelen, I. L. C., Stam, C. J., Kahn, R. S., Boomsma, D. I., & Hulshoff Pol, H. E. (2013) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2012.06.007 · Cited by 127 · see citing works
Self-citationConnectomic Intermediate Phenotypes for Psychiatric Disorders
Fornito, A., & Bullmore, E. T. (2012) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2012.00032 · Cited by 116 · see citing works
van Pelt, S., Boomsma, D. I., & Fries, P. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.5592-11.2012 · Cited by 118 · see citing works
Self-citationBrain Plasticity and Intellectual Ability Are Influenced by Shared Genes
Brans, R. G. H., Kahn, R. S., Schnack, H. G., van Baal, G. C. M., Posthuma, D., van Haren, N. E. M., Lepage, C., Lerch, J. P., Collins, D. L., Evans, A. C., et al. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.5841-09.2010 · Cited by 109 · see citing works
Self-citationGenetic and Environmental Contributions to Functional Connectivity Architecture of the Human Brain
Yang, Z., Zuo, X., McMahon, K. L., Craddock, R. C., Kelly, C. A. M., de Zubicaray, G. I., Hickie, I. B., Bandettini, P. A., Castellanos, F. X., Milham, M. P., et al. (2016) · Cerebral Cortex · doi:10.1093/cercor/bhw027 · Cited by 101 · see citing works
van Rooij, D., Hoekstra, P. J., Mennes, M., von Rhein, D., Thissen, A. J. A. M., Heslenfeld, D., Zwiers, M. P., Faraone, S. V., Oosterlaan, J., Franke, B., et al. (2015) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2014.13121635 · Cited by 100 · see citing works
Thompson, P. M., Martin, N. G., & Wright, M. J. (2010) · Current Opinion in Neurology · doi:10.1097/wco.0b013e32833b764c · Cited by 99 · see citing works
Clinical Concepts Emerging from fMRI Functional Connectomics
Matthews, P. M., & Hampshire, A. (2016) · Neuron · doi:10.1016/j.neuron.2016.07.031 · Cited by 82 · see citing works
Jahanshad, N., Omid Kohannim, A., Hibar, D. P., Stein, J. L., McMahon, K. L., de Zubicaray, G. I., Medland, S. E., Montgomery, G. W., Whitfield, J. B., Martin, N. G., et al. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1105543109 · Cited by 79 · see citing works
The Role of Finger Representations and Saccades for Number Processing: An fMRI Study in Children
Krinzinger, H., Koten, J. W., Horoufchin, H., Kohn, N., Arndt, D., Sahr, K., Konrad, K., & Willmes, K. (2011) · Frontiers in Psychology · doi:10.3389/fpsyg.2011.00373 · Cited by 64 · see citing works
Self-citationOhi, K., Shimada, T., Kihara, H., Yasuyama, T., Sawai, K., Matsuda, Y., Oshima, K., Okubo, H., Nitta, Y., Uehara, T., et al. (2017) · Scientific Reports · doi:10.1038/srep44268 · Cited by 62 · see citing works
Morein‐Zamir, S., Jones, P. S., Bullmore, E. T., Robbins, T. W., & Ersche, K. D. (2013) · Neuropsychopharmacology · doi:10.1038/npp.2013.90 · Cited by 61 · see citing works
Tan, H. Y., Chen, A. G., Kolachana, B. S., Apud, J. A., Mattay, V. S., Callicott, J. H., Chen, Q., & Weinberger, D. R. (2012) · Brain · doi:10.1093/brain/aws068 · Cited by 59 · see citing works
van Soelen, I. V., Brouwer, R., Peper, J., van Leeuwen, M., Koenis, M., van Beijsterveldt, T. V., Swagerman, S., Kahn, R., Pol, H. H., & Boomsma, D. (2012) · Twin Research and Human Genetics · doi:10.1017/thg.2012.4 · Cited by 73 · see citing works
Self-citationWhite Matter Heritability Using Diffusion Tensor Imaging in Neonatal Brains
Geng, X., Prom-Wormley, E. C., Perez, J., Kubarych, T., Styner, M., Lin, W., Neale, M. C., & Gilmore, J. H. (2012) · Twin Research and Human Genetics · doi:10.1017/thg.2012.14 · Cited by 53 · see citing works
Strike, L. T., Couvy‐Duchesne, B., Hansell, N. K., Cuéllar-Partida, G., Medland, S. E., & Wright, M. J. (2015) · Neuropsychology Review · doi:10.1007/s11065-015-9281-1 · Cited by 53 · see citing works
Visualising inter-subject variability in fMRI using threshold-weighted overlap maps
Seghier, M. L., & Price, C. J. (2016) · Scientific Reports · doi:10.1038/srep20170 · Cited by 48 · see citing works
General learning ability in perceptual learning
Yang, J., Yan, F.-F., Chen, L., Xi, J., Fan, S., Zhang, P., Lu, Z., & Huang, C. (2020) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2002903117 · Cited by 48 · see citing works
Pol, H. E. H., & Bullmore, E. T. (2013) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2012.12.004 · Cited by 47 · see citing works
Zhen, Z., Kong, X., Huang, L., Yang, Z., Wang, X., Hao, X., Huang, T., Song, Y., & Jia Liu, B. (2017) · Human Brain Mapping · doi:10.1002/hbm.23519 · Cited by 42 · see citing works
Central Nervous System Plasticity Influences Language and Cognitive Recovery in Adult Glioma
Krishna, S., Kakaizada, S., Almeida, N. C., Brang, D., & Hervey‐Jumper, S. L. (2020) · Neurosurgery · doi:10.1093/neuros/nyaa456 · Cited by 39 · see citing works
Dickinson, D., Straub, R. E., Trampush, J. W., Gao, Y., Feng, N., Xie, B., Shin, J. H., Lim, H. K., Ursini, G., Bigos, K. L., et al. (2014) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2014.157 · Cited by 37 · see citing works
Fast and powerful heritability inference for family-based neuroimaging studies
Ganjgahi, H., Winkler, A. M., Glahn, D. C., Blangero, J., Kochunov, P. V., & Nichols, T. E. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2015.03.005 · Cited by 35 · see citing works
The Role of Visual Experience in Individual Differences of Brain Connectivity
Sen, S., Khalsa, N. N., Tong, N., Ovadia‐Caro, S., Wang, X., Bi, Y., & Striem-Amit, E. (2022) · Journal of Neuroscience · doi:10.1523/jneurosci.1700-21.2022 · Cited by 30 · see citing works
Sumner, J. A., Powers, A. D., Jovanović, T., & Koenen, K. C. (2015) · American Journal of Medical Genetics Part B Neuropsychiatric Genetics · doi:10.1002/ajmg.b.32384 · Cited by 27 · see citing works
Renvall, H., Salmela, E., Vihla, M., Illman, M., Leinonen, E., Kere, J., & Salmelin, R. H. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.1483-12.2012 · Cited by 24 · see citing works
Neurocognitive Phenotypes and Genetic Dissection of Disorders of Brain and Behavior
Congdon, E., Poldrack, R. A., & Freimer, N. B. (2010) · Neuron · doi:10.1016/j.neuron.2010.10.007 · Cited by 22 · see citing works
Silverman, M. H., Krueger, R. F., Iacono, W. G., Malone, S. M., Hunt, R. H., & Thomas, K. M. (2014) · Biological Psychology · doi:10.1016/j.biopsycho.2014.07.016 · Cited by 20 · see citing works
Abbas Babajani-feremi, A. (2017) · Brain Topography · doi:10.1007/s10548-017-0550-6 · Cited by 22 · see citing works
Guen, Y. L., Amalric, M., Pinel, P., Pallier, C., & Frouin, V. (2018) · Scientific Reports · doi:10.1038/s41598-018-35665-0 · Cited by 21 · see citing works
Etzel, J. A., Courtney, Y., Carey, C. E., Gehred, M. Z., Arpana Agrawal, A., & Braver, T. S. (2019) · Cerebral Cortex · doi:10.1093/cercor/bhz301 · Cited by 20 · see citing works
Are reaction times obtained during fMRI scanning reliable and valid measures of behavior?
Koten, J. W., Langner, R., Wood, G. M. D. O., & Willmes, K. (2013) · Experimental Brain Research · doi:10.1007/s00221-013-3488-2 · Cited by 20 · see citing works
Self-citationA probabilistic atlas of the human motion complex built from large‐scale functional localizer data
Huang, T., Chen, X. S., Jiang, J. W., Zhen, Z., & Jia Liu, B. (2019) · Human Brain Mapping · doi:10.1002/hbm.24610 · Cited by 18 · see citing works
Genetic effects on the cerebellar role in working memory: Same brain, different genes?
Blokland, G. A. M., McMahon, K. L., Thompson, P. M., Hickie, I. B., Martin, N. G., de Zubicaray, G. I., & Wright, M. J. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.10.006 · Cited by 18 · see citing works
Toward Robust Functional Neuroimaging Genetics of Cognition
Uddén, J., Hultén, A., Bendtz, K., Mineroff, Z., Kucera, K. S., Vino, A., Fedorenko, E. G., Peter Hagoort, A., & Fisher, S. E. (2019) · Journal of Neuroscience · doi:10.1523/jneurosci.0888-19.2019 · Cited by 16 · see citing works
Lueken, U., Kuhn, M., Yang, Y., Straube, B., Kircher, T. T. J., Wittchen, H.-U., Pfleiderer, B., Arolt, V., Wittmann, A., Ströhle, A., et al. (2017) · Translational Psychiatry · doi:10.1038/tp.2017.186 · Cited by 16 · see citing works
Kremen, W. S., Moore, C. S., Franz, C. E., Panizzon, M. S., & Lyons, M. J. (2013) · Springer eBooks · doi:10.1007/978-1-4614-7447-0_4 · Cited by 15 · see citing works
Bohlken, M. M., Brouwer, R. M., Mandl, R. C. W., Hedman, A. M., van den Heuvel, M. P., van Haren, N. E. M., Kahn, R. S., & Pol, H. E. H. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2015.09.046 · Cited by 14 · see citing works
Krinzinger, H., Koten, J. W., Hennemann, J., Schüppen, A., Sahr, K., Arndt, D., Konrad, K., & Willmes, K. (2011) · Developmental Neuropsychology · doi:10.1080/87565641.2010.549882 · Cited by 14 · see citing works
Self-citationLotan, A., Lifschytz, T., Mernick, B., Lory, O., Levi, E., Ben-Shimol, E., Goelman, G., & Lerer, B. (2016) · Molecular Psychiatry · doi:10.1038/mp.2016.29 · Cited by 14 · see citing works
Park, J., Shedden, K., & Polk, T. A. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.06.066 · Cited by 13 · see citing works
Frontoparietal pattern similarity analyses of cognitive control in monozygotic twins
Tang, R., Etzel, J. A., Kizhner, A., & Braver, T. S. (2021) · NeuroImage · doi:10.1016/j.neuroimage.2021.118415 · Cited by 13 · see citing works
Widespread Disruptions of White Matter in Familial Multiple Sclerosis: DTI and NODDI Study
Gharaylou, Z., Sahraian, M. A., Hadjighassem, M., Kohanpour, M., Doosti, R., Nahardani, S., & Moghadasi, A. N. (2021) · Frontiers in Neurology · doi:10.3389/fneur.2021.678245 · Cited by 11 · see citing works
Sakakibara, E., Takizawa, R., Nishimura, Y., Kawasaki, S., Satomura, Y., Kinoshita, A., Koike, S., Marumo, K., Kinou, M., Tochigi, M., et al. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.03.052 · Cited by 10 · see citing works
Human Sensorimotor Beta Event Characteristics and Aperiodic Signal Are Highly Heritable
Pauls, K. A. M., Salmela, E., Korsun, O., Kujala, J., Salmelin, R. H., & Renvall, H. (2023) · Journal of Neuroscience · doi:10.1523/jneurosci.0265-23.2023 · Cited by 8 · see citing works
Liu, Z., Su, Y., Huang, R., Li, R., Wei, Z., He, L., Pei, Y., Yu, M., Hu, X., & Peng, X. (2023) · Gerontology · doi:10.1159/000530200 · Cited by 7 · see citing works
Heritability of cognitive and emotion processing during functional MRI in a twin sample
Park, H. R. P., Chilver, M. R., Quidé, Y., Montalto, A., Schofield, P. R., Williams, L. M., & Gatt, J. M. (2024) · Human Brain Mapping · doi:10.1002/hbm.26557 · Cited by 6 · see citing works
Kundu, B., Johnson, J., & Postle, B. (2013) · Brain Stimulation · doi:10.1016/j.brs.2013.11.004 · Cited by 3 · see citing works
An attempt to model the causal structure behind white matter aging and cognitive decline
Koten, J. W., Koschutnig, K., & Wood, G. M. D. O. (2023) · Scientific Reports · doi:10.1038/s41598-023-37925-0 · Cited by 5 · see citing works
Self-citationQualifying brain functional MRI parameters as endophenotypes in schizophrenia
Waters, S., & Toulopoulou, T. (2010) · Future Neurology · doi:10.2217/fnl.10.68 · Cited by 4 · see citing works
Mental Function as Genetic Expression: Emerging Insights From Cognitive Neurogenetics
Green, A. E., & Dunbar, K. N. (2012) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780199734689.013.0007 · Cited by 5 · see citing works
Intelligence neurocircuitry: cortical and subcortical structures
Damiani, D., Pereira, L. L., Damiani, D., & Nascimento, A. (2017) · Journal of Morphological Sciences · doi:10.4322/jms.100417 · Cited by 4 · see citing works
Sakakibara, E., Takizawa, R., Kawakubo, Y., Kuwabara, H., Kono, T., Hamada, K., Okuhata, S., Eguchi, S., Ishii‐Takahashi, A., & Kasai, K. (2018) · Brain and Behavior · doi:10.1002/brb3.980 · Cited by 4 · see citing works
Glahn, D. C., Sprooten, E., Knowles, E. E. M., McKay, D. R., Mathias, S. R., Almasy, L. A., & Blangero, J. (2015) · Elsevier eBooks · doi:10.1016/b978-0-12-397025-1.00112-3 · Cited by 4 · see citing works
Fatemi, M., & Daliri, M. R. (2025) · Scientific Reports · doi:10.1038/s41598-025-07959-7 · Cited by 3 · see citing works
Behavioural Genetic Studies of Reading and Mathematics Skills
Petrill, S. A. (2016) · Palgrave Macmillan UK eBooks · doi:10.1057/9781137437327_4 · Cited by 3 · see citing works
Genetics, Brain, and Personality
Anokhin, A. P. (2016) · Elsevier eBooks · doi:10.1016/b978-0-12-800935-2.00004-x · Cited by 3 · see citing works
Musical activities and the development of neural sound discrimination
Putkinen, V. (2014) · Työväentutkimus Vuosikirja · Cited by 3 · see citing works
Structural and functional network analysis of twins using fMRI data
Yao, X., Klugah‐Brown, B., Yang, H., & Biswal, B. B. (2023) · Cerebral Cortex · doi:10.1093/cercor/bhad345 · Cited by 2 · see citing works
Kulkarni, A. P., Hwang, G., Cook, C. J., Mohanty, R., Guliani, A., Nair, V. A., Bendlin, B. B., Meyerand, M. E., & Prabhakaran, V. (2022) · Human Brain Mapping · doi:10.1002/hbm.25947 · Cited by 3 · see citing works
Nature vs. Nurture: The Genetic Basis of Fraud VictimizationPreprint
Chung, T. R., & Galletta, D. F. (2013) · SSRN Electronic Journal · doi:10.2139/ssrn.2282597 · Cited by 2 · see citing works
Old and new ideas about genes and behaviour
Rasmuson, M. (2009) · Hereditas · doi:10.1111/j.1601-5223.2009.02138.x · Cited by 1 · see citing works
Fersten, E., Jakuciński, M., Kuliński, R., Koziara, H. M., Mroziak, B., & Nauman, P. (2011) · Neurologia i Neurochirurgia Polska · doi:10.1016/s0028-3843(14)60124-9 · Cited by 1 · see citing works
Individual Differences in Mathematics Ability
Petrill, S. A., & Kovas, Y. V. (2015) · Elsevier eBooks · doi:10.1016/b978-0-12-801871-2.00011-3 · Cited by 1 · see citing works
Genetic influence on resting state networks in young male and female adultsPreprint
Hwang, G., Kulkarni, A. P., Mohanty, R., Cook, C. J., Nair, V. A., Bendlin, B. B., Meyerand, M. E., & Prabhakaran, V. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.02.13.430156 · Cited by 1 · see citing works
Intermediate Phenotypes in Genetic Studies of Schizophrenia
Egan, M. F., & Cannon, T. D. (2010) · doi:10.1002/9781444327298.ch14 · Cited by 1 · see citing works
Lonsdorf, T. B. (2010) · Figshare
Imaging the aging brain : cognitive and electrophysiological correlates
Westlye, L. T. (2010) · NORA - Norwegian Open Research Archives
Genetically Informative Investigations of Neurophysiological Traits
Malykh, S. B. (2016) · Palgrave Macmillan UK eBooks · doi:10.1057/9781137437327_12
An imaging (behaviour-)genetics perspective on schizotypy and antisaccades
Macare, C.-J. (2015) · Electronic Theses of LMU Munich (Ludwig-Maximilians-Universität München) · doi:10.5282/edoc.19549
Occurrence of non-western magic in the European brainPreprint
Koten, J. W., Schüppen, A., Kumar, V., & Wood, G. M. D. O. (2018) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/395285
Self-citationLonsdorf, T. B. (2019) · Oxford University Press eBooks · doi:10.1093/oso/9780198793014.003.0009
Genetic influences on brain representations of natural audiovisual experiencesPreprint
Nishida, S., Toyoda, S., Honda, C., Watanabe, M., Ollikainen, M., Vuoksimaa, E., Kaprio, J. A., & Nishimoto, S. (2021) · Research Square · doi:10.21203/rs.3.rs-902535/v1
Linguistics, Semiotics, and Philosophy
Ji, S. (2011) · Springer eBooks · doi:10.1007/978-1-4614-2152-8_6
Current Awareness in NMR in Biomedicine
(2009) · NMR in Biomedicine · doi:10.1002/nbm.1337
Ji, S. (2011) · Springer eBooks · doi:10.1007/978-1-4614-2152-8_12
Investigação das bases biológicas da cognição na esquizofrenia com Imagiologia Genética
Prata, D. P. (2015) · Imprensa da Universidade de Coimbra eBooks · doi:10.14195/978-989-26-0852-5_8
Segal, N. L. (2013) · doi:10.1093/obo/9780199828340-0101
- Authors
- Koten, J. W., Wood, G., Hagoort, P., Goebel, R., Propping, P., Willmes, K., & Boomsma, D. I.
- Affiliations
- Radboud University Nijmegen (NL)
- Section Neuropsychology, RWTH Aachen University, Germany.
- Netherlands Institute for Neuroscience (NL)
- University of Bonn (DE)
- Corresponding author
- Koten, Jan Willem
- Venue
- Science
- Published
- 2009-03-27
- Volume
- 323
- Issue
- 5922
- Pages
- 1737-1740
- ISSN
- 0036-8075 (ISSN-L)
- 1095-9203
- OpenAlex
- W2146683693
- Cited by
- 105
- References
- 24
- Citations by year
- 2025: 2 · 2024: 2 · 2023: 4 · 2022: 2 · 2021: 5 · 2020: 2 · 2019: 4 · 2018: 4 · 2017: 6 · 2016: 8 · 2015: 10 · 2014: 6 · 2013: 9 · 2012: 13
- FWCI
- 17.32
- Type
- journal article
- Language
- en
- Open access
- Licence
- other-oa
- Locations
- Science (publishedVersion)
- PubMed (publishedVersion)
- Research Publications (Maastricht University) (publishedVersion, other-oa)
- MPG.PuRe (Max Planck Society) (submittedVersion, other-oa)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam) (submittedVersion)
- Max Planck Institute for Plasma Physics (submittedVersion)
- Max Planck Digital Library (submittedVersion, other-oa)
- RWTH Publications (RWTH Aachen) (submittedVersion)
- KNAW Research Portal (The Royal Netherlands Academy of Arts and Sciences) (submittedVersion)
- Radboud Repository (Radboud University) (submittedVersion)
- VU Research Portal (submittedVersion)
- Research Publications (Maastricht University) (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Keywords
- genetic factors, heritability, individual differences in cognition, working memory, brain activation, frontoparietal network, language network, artificial neural networks, twins
- MeSH terms
- Adult, Brain, Brain Mapping, Cognition, Genes, Humans, Magnetic Resonance Imaging, Male, Memory, Short-Term, Nerve Net, Twins, Monozygotic, Siblings, Cerebrum, Mathematical Concepts
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