Linking dopaminergic reward signals to the development of attentional bias: A positron emission tomographic study
Open accessAbstract
The attention system is shaped by reward history, such that learned reward cues involuntarily draw attention. Recent research has begun to uncover the neural mechanisms by which learned reward cues compete for attention, implicating dopamine (DA) signaling within the dorsal striatum. How these elevated priority signals develop in the brain during the course of learning is less well understood, as is the relationship between value-based attention and the experience of reward during learning. We hypothesized that the magnitude of the striatal DA response to reward during learning contributes to the development of a learned attentional bias towards the cue that predicted it, and examined this hypothesis using positron emission tomography with [11 C]raclopride. We measured changes in dopamine release for rewarded versus unrewarded visual search for color-defined targets as indicated by the density and distribution of the available D 2/D 3 receptors. We then tested for correlations of individual differences in this measure of reward-related DA release to individual differences in the degree to which previously reward-associated but currently task-irrelevant stimuli impair performance in an attention task (i.e., value-driven attentional bias), revealing a significant relationship in the right anterior caudate. The degree to which reward-related DA release was right hemisphere lateralized was also predictive of later attentional bias. Our findings provide support for the hypothesis that value-driven attentional bias can be predicted from reward-related DA release during learning.
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The extent of value-modulated attentional capture during a test session positively correlated with dopamine release in the right anterior caudate during training, such that more dopamine release predicted more distraction during the test.
“The extent to which Anderson and colleagues (Anderson, Kuwabara, et al., 2017) observed VDAC during the test session was positively correlated with the dopamine release in the right anterior caudate during the training.”
From Selection history: How reward modulates selectivity of visual attention. (2018) · cites this paper as Anderson, Kuwabara, et al., 2017
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Cites
Brainard, D. H. (1997) · Spatial Vision · doi:10.1163/156856897x00357 · Cited by 19,308 · see citing works
Control of goal-directed and stimulus-driven attention in the brain
Corbetta, M., & Shulman, G. L. (2002) · Nature Reviews Neuroscience · doi:10.1038/nrn755 · Cited by 12,881 · see citing works
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
Yushkevich, P. A., Piven, J., Hazlett, H. C., Smith, R. G., Ho, S., Gee, J. C., & Gerig, G. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.01.015 · Cited by 8,868 · see citing works
A cortical network for directed attention and unilateral neglect
Mesulam, M. ‐. (1981) · Annals of Neurology · doi:10.1002/ana.410100402 · Cited by 2,498 · see citing works
Involuntary covert orienting is contingent on attentional control settings
Folk, C. L., Remington, R. W., & Johnston, J. C. (1992) · Journal of Experimental Psychology: Human Perception and Performance · doi:10.1037/0096-1523.18.4.1030 · Cited by 2,487 · see citing works
Consensus Nomenclature for <i>in vivo</i> Imaging of Reversibly Binding Radioligands
Innis, R. B., Cunningham, V. J., Delforge, J., Fujita, M., Gjedde, A., Gunn, R. N., Holden, J., Houle, S., Huang, S.-C., Ichise, M., et al. (2007) · Journal of Cerebral Blood Flow & Metabolism · doi:10.1038/sj.jcbfm.9600493 · Cited by 1,955 · see citing works
Self-citationHabits, Rituals, and the Evaluative Brain
Graybiel, A. M. (2008) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.29.051605.112851 · Cited by 1,697 · see citing works
Reward representations and reward-related learning in the human brain: Insights from neuroimaging
O’Doherty, J. P. (2004) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2004.10.016 · Cited by 1,426 · see citing works
Top–down and bottom–up control of visual selection
Theeuwes, J. (2010) · Acta Psychologica · doi:10.1016/j.actpsy.2010.02.006 · Cited by 1,385 · see citing works
A probabilistic MR atlas of the human cerebellum
Diedrichsen, J., Balsters, J. H., Flavell, J. C., Cussans, E., & Ramnani, N. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.01.045 · Cited by 1,370 · see citing works
Cocaine cues and dopamine in dorsal striatum: mechanism of craving in cocaine addiction
Volkow, N. D., Wang, G.-J., Telang, F., Fowler, J. S., Logan, J., Childress, A.-R., Jayne, M., Ma, Y., & Wong, C. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.1544-06.2006 · Cited by 1,164 · see citing works
Value-driven attentional capture
Anderson, B. A., Laurent, P. A., & Yantis, S. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1104047108 · Cited by 1,098 · see citing works
Self-citationIchise, M., Liow, J., Lu, J., Takano, A., Modell, K. J., Toyama, H., Suhara, T., Suzuki, K., Innis, R. B., & Carson, R. E. (2003) · Journal of Cerebral Blood Flow & Metabolism · doi:10.1097/01.wcb.0000085441.37552.ca · Cited by 651 · see citing works
Dopaminergic Network Differences in Human Impulsivity
Buckholtz, J. W., Treadway, M. T., Cowan, R. L., Woodward, N. D., Li, R., Ansari, M. S., Baldwin, R. M., Schwartzman, A. N., Shelby, E. S., Smith, C. E., et al. (2010) · Science · doi:10.1126/science.1185778 · Cited by 600 · see citing works
Mawlawi, O., Martinez, D., Slifstein, M., Broft, A., Chatterjee, R., Hwang, D.-R., Huang, Y., Simpson, N., Ngo, K., Van Heertum, R., et al. (2001) · Journal of Cerebral Blood Flow & Metabolism · doi:10.1097/00004647-200109000-00002 · Cited by 525 · see citing works
The attention habit: how reward learning shapes attentional selection
Anderson, B. A. (2015) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.12957 · Cited by 406 · see citing works
Self-citationDopaminergic mechanisms of individual differences in human effort-based decision-making
Treadway, M. T., Buckholtz, J. W., Cowan, R. L., Woodward, N. D., Li, R., Ansari, M. S., Baldwin, R. M., Schwartzman, A. N., Kessler, R. M., & Zald, D. H. (2012) · The Journal of Neuroscience · doi:10.1523/jneurosci.6459-11.2012 · Cited by 385 · see citing works
A unified model for perceptual learning
Seitz, A. R., & Watanabe, T. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.05.010 · Cited by 357 · see citing works
MP RAGE: a three-dimensional, T1-weighted, gradient-echo sequence--initial experience in the brain.
Brant-Zawadzki, M. N., Gillan, G. D., & Nitz, W. R. (1992) · Radiology · doi:10.1148/radiology.182.3.1535892 · Cited by 345 · see citing works
Oswald, L. M., Wong, D. F., McCaul, M., Zhou, Y., Kuwabara, H., Choi, L., Brasic, J., & Wand, G. S. (2005) · Neuropsychopharmacology · doi:10.1038/sj.npp.1300667 · Cited by 314 · see citing works
Self-citationIncreased Occupancy of Dopamine Receptors in Human Striatum during Cue-Elicited Cocaine Craving
Wong, D. F., Kuwabara, H., Schretlen, D. J., Bonson, K. R., Zhou, Y., Nandi, A., Brašić, J. R., Kimes, A. S., Maris, M. A., Kumar, A., et al. (2006) · Neuropsychopharmacology · doi:10.1038/sj.npp.1301194 · Cited by 311 · see citing works
Self-citationBasal Ganglia Circuits for Reward Value–Guided Behavior
Hikosaka, O., Kim, H. F., Yasuda, M., & Yamamoto, S. (2014) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-071013-013924 · Cited by 259 · see citing works
Attention-Gated Reinforcement Learning of Internal Representations for Classification
Roelfsema, P. R., & van Ooyen, A. (2005) · Neural Computation · doi:10.1162/0899766054615699 · Cited by 258 · see citing works
Neural Mechanisms of Incentive Salience in Naturalistic Human Vision
Hickey, C., & Peelen, M. V. (2015) · Neuron · doi:10.1016/j.neuron.2014.12.049 · Cited by 201 · see citing works
Baumann, B., Danos, P., Krell, D., Diekmann, S., Leschinger, A., Stauch, R., Wurthmann, C., Bernstein, H.-G., & Bogerts, B. (1999) · The Journal of Neuropsychiatry and Clinical Neurosciences · doi:10.1176/jnp.11.1.71 · Cited by 198 · see citing works
Value-driven attentional and oculomotor capture during goal-directed, unconstrained viewing
Anderson, B. A., & Yantis, S. (2012) · Attention, Perception, & Psychophysics · doi:10.3758/s13414-012-0348-2 · Cited by 192 · see citing works
Self-citationInnis, R. B., Malison, R. T., Al‐Tikriti, M. S., Hoffer, P. B., Sybirska, E. H., Seibyl, J. P., Zoghbi, S. S., Baldwin, R. M., Laruelle, M. A., Smith, E. O., et al. (1992) · Synapse · doi:10.1002/syn.890100302 · Cited by 155 · see citing works
Value-driven attentional priority signals in human basal ganglia and visual cortex
Anderson, B. A., Laurent, P. A., & Yantis, S. (2014) · Brain Research · doi:10.1016/j.brainres.2014.08.062 · Cited by 150 · see citing works
Self-citationThe Neural Underpinnings of How Reward Associations Can Both Guide and Misguide Attention
Krebs, R. M., Boehler, C. N., Egner, T., & Woldorff, M. G. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.0732-11.2011 · Cited by 147 · see citing works
Statistical dynamic image reconstruction in state-of-the-art high-resolution PET
Rahmim, A., Cheng, J.-C. K., Blinder, S. A. L., Camborde, M.-L., & Sossi, V. (2005) · Physics in Medicine and Biology · doi:10.1088/0031-9155/50/20/010 · Cited by 136 · see citing works
Self-citationAttentional bias for nondrug reward is magnified in addiction.
Anderson, B. A., Faulkner, M. L., Rilee, J. J., Yantis, S., & Marvel, C. L. (2013) · Experimental and Clinical Psychopharmacology · doi:10.1037/a0034575 · Cited by 131 · see citing works
Self-citationThe Role of Dopamine in Value-Based Attentional Orienting
Anderson, B. A., Kuwabara, H., Wong, D. F., Gean, E. G., Rahmim, A., Brašić, J. R., George, N., Frolov, B., Courtney, S. M., & Yantis, S. (2016) · Current Biology · doi:10.1016/j.cub.2015.12.062 · Cited by 118 · see citing works
Self-citationThe Second Generation HRRT - a Multi Centre Scanner Performance Investigation
Sossi, V., de Jong, H. W. A. M., Barker, W. C., Bloomfield, P. M., Burbar, Z., Camborde, M.-L., Comtat, C., Eriksson, L. A., Houle, S., Keator, D. B., et al. (2006) · IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) · doi:10.1109/nssmic.2005.1596770 · Cited by 104 · see citing works
Self-citationValue-driven attentional priority is context specific
Anderson, B. A. (2015) · Psychonomic Bulletin & Review · doi:10.3758/s13423-014-0724-0 · Cited by 99 · see citing works
Self-citationNeural correlates of reward-driven attentional capture in visual search
Qi, S., Zeng, Q., Ding, C., & Li, H. (2013) · Brain Research · doi:10.1016/j.brainres.2013.07.044 · Cited by 98 · see citing works
Risk-Taking Behavior: Dopamine D2/D3 Receptors, Feedback, and Frontolimbic Activity
Kohno, M., Ghahremani, D. G., Morales, A. M., Robertson, C. L., Ishibashi, K., Morgan, A., Mandelkern, M. A., & London, E. D. (2013) · Cerebral Cortex · doi:10.1093/cercor/bht218 · Cited by 97 · see citing works
Integration of Exogenous Input into a Dynamic Salience Map Revealed by Perturbing Attention
Balan, P. F., & Gottlieb, J. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.1898-06.2006 · Cited by 95 · see citing works
The visual corticostriatal loop through the tail of the caudate: circuitry and function
Seger, C. A. (2013) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2013.00104 · Cited by 95 · see citing works
Incentive motivation is associated with striatal dopamine asymmetry
Tomer, R., Goldstein, R. Z., Wang, G.-J., Wong, C., & Volkow, N. D. (2008) · Biological Psychology · doi:10.1016/j.biopsycho.2007.08.001 · Cited by 93 · see citing works
Martin-Soelch, C., Szczepanik, J., Nugent, A., Barhaghi, K., Rallis, D., Herscovitch, P., Carson, R. E., & Drevets, W. C. (2011) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2011.07642.x · Cited by 92 · see citing works
Robertson, C. L., Ishibashi, K., Mandelkern, M. A., Brown, A. K., Ghahremani, D. G., Sabb, F. W., Bilder, R. M., Cannon, T. D., Borg, J., & London, E. D. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.4850-14.2015 · Cited by 85 · see citing works
What is abnormal about addiction-related attentional biases?
Anderson, B. A. (2016) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2016.08.002 · Cited by 84 · see citing works
Self-citationAnderson, B. A. (2017) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsw141 · Cited by 80 · see citing works
Self-citationNeural evidence reveals the rapid effects of reward history on selective attention
MacLean, M. H., & Giesbrecht, B. (2015) · Brain Research · doi:10.1016/j.brainres.2015.02.016 · Cited by 76 · see citing works
Tomer, R., Slagter, H. A., Christian, B. T., Fox, A. S., King, C. R., Murali, D., Gluck, M. A., & Davidson, R. J. (2013) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00544 · Cited by 61 · see citing works
The Rapid Capture of Attention by Rewarded Objects
Donohue, S. E., Hopf, J., Bartsch, M. V., Schoenfeld, M. A., Heinze, H., & Woldorff, M. G. (2016) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00917 · Cited by 51 · see citing works
Oswald, L. M., Wand, G. S., Wong, D. F., Brown, C. H., Kuwabara, H., & Brašić, J. R. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2015.03.022 · Cited by 45 · see citing works
Self-citationKeller, S. H., Sibomana, M., Olesen, O. V., Svarer, C., Holm, S., Andersen, F. L., & Højgaard, L. (2012) · Journal of Nuclear Medicine · doi:10.2967/jnumed.111.095240 · Cited by 43 · see citing works
Reward, attention, and HIV-related risk in HIV+ individuals
Anderson, B. A., Kronemer, S. I., Rilee, J. J., Sacktor, N. C., & Marvel, C. L. (2015) · Neurobiology of Disease · doi:10.1016/j.nbd.2015.10.018 · Cited by 39 · see citing works
Self-citationThe modulatory impact of reward and attention on global feature selection in human visual cortex
Hopf, J., Schoenfeld, M. A., Buschschulte, A., Rautzenberg, A., Krebs, R. M., & Boehler, C. N. (2015) · Visual Cognition · doi:10.1080/13506285.2015.1011252 · Cited by 26 · see citing works
Brašić, J. R., Zhou, Y., Musachio, J. L., Hilton, J., Fan, H. S., Crabb, A. H., Endres, C. J., Reinhardt, M. J., DOĞAN, A. S., Alexander, M., et al. (2009) · Synapse · doi:10.1002/syn.20611 · Cited by 23 · see citing works
Self-citationBrašić, J. R., Bibat, G., Kumar, A., Zhou, Y., Hilton, J., Yablonski, M. E., DOĞAN, A. S., Guevara, M. R., Stephane, M., Johnston, M. V., et al. (2011) · Synapse · doi:10.1002/syn.21515 · Cited by 19 · see citing works
Self-citationBourgeois, A., Badier, E., Baron, N., Carruzzo, F., & Vuilleumier, P. O. (2018) · PLoS ONE · doi:10.1371/journal.pone.0207990 · Cited by 18 · see citing works
Della Libera, C., Calletti, R., Eštočinová, J., Chelazzi, L., & Santandrea, E. (2017) · Cognitive Neuroscience · doi:10.1080/17588928.2016.1213226 · Cited by 11 · see citing works
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2 of the 57 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- Ashburner J Friston KJ 2003 Rigid body registration Frackowiak RSJ Friston KJ Frith C Dolan R Price CJ Zeki S Ashburner J Penny WD Human Brain Function Academic Press 2nd
- First MB Spitzer RL Gibbon M Williams JBW 1997 Structured Clinical Interview for DSM-IV Axis I Disorders—Clinician Version (SCID-CV) Washington, DC American Psychiatric Press
Cited by
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Selection history: How reward modulates selectivity of visual attention.
Failing, M., & Theeuwes, J. (2018) · Psychonomic Bulletin & Review · doi:10.3758/s13423-017-1380-y · Cited by 345 · see citing works
The past, present, and future of selection history
Anderson, B. A., Kim, H., Kim, A. J., Liao, M., Mrkonja, L., Clement, A., & Grégoire, L. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.09.004 · Cited by 197 · see citing works
Self-citationNeurobiology of value-driven attention
Anderson, B. A. (2018) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2018.11.004 · Cited by 132 · see citing works
Self-citationFrank, G., DeGuzman, M. C., Shott, M. E., Laudenslager, M. L., Rossi, B., & Pryor, T. L. (2018) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2018.2151 · Cited by 110 · see citing works
On the relationship between value-driven and stimulus-driven attentional capture
Anderson, B. A., & Kim, H. (2019) · Attention Perception & Psychophysics · doi:10.3758/s13414-019-01670-2 · Cited by 52 · see citing works
Self-citationTest–retest reliability of value-driven attentional capture
Anderson, B. A., & Kim, H. (2018) · Behavior Research Methods · doi:10.3758/s13428-018-1079-7 · Cited by 53 · see citing works
Self-citationArousal-Biased Competition Explains Reduced Distraction by Reward Cues under Threat
Kim, A. J., & Anderson, B. A. (2020) · eNeuro · doi:10.1523/eneuro.0099-20.2020 · Cited by 47 · see citing works
Self-citationAttentional economics links value-modulated attentional capture and decision-making
Pearson, D., Watson, P., Albertella, L., & Pelley, M. E. L. (2022) · Nature Reviews Psychology · doi:10.1038/s44159-022-00053-z · Cited by 45 · see citing works
From sign-tracking to attentional bias: Implications for gambling and substance use disorders
Anselme, P., & Robinson, M. J. F. (2020) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2020.109861 · Cited by 41 · see citing works
Relating value-driven attention to psychopathology
Anderson, B. A. (2020) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2020.07.010 · Cited by 40 · see citing works
Self-citationZhou, X., Wu, R., Liu, C., Kou, J., Chen, Y., Pontes, H. M., Yao, D., Kendrick, K. M., Becker, B., & Montag, C. (2020) · Journal of Behavioral Addictions · doi:10.1556/2006.2020.00066 · Cited by 30 · see citing works
Kim, H., Nanavaty, N., Ahmed, H., Mathur, V. A., & Anderson, B. A. (2021) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01769 · Cited by 28 · see citing works
Self-citationSali, A. W., Anderson, B. A., Yantis, S., Mostofsky, S. H., & Rosch, K. S. (2017) · Research on Child and Adolescent Psychopathology · doi:10.1007/s10802-017-0345-y · Cited by 28 · see citing works
Self-citationKim, K., Bohnen, N. I., Müller, M. L. T. M., & Lustig, C. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.01.021 · Cited by 27 · see citing works
Meeting another's gaze shortens subjective time by capturing attention
Burra, N., & Kerzel, D. (2021) · Cognition · doi:10.1016/j.cognition.2021.104734 · Cited by 25 · see citing works
Anderson, B. A., Kim, H., Britton, M. K., & Kim, A. J. (2019) · Psychological Research · doi:10.1007/s00426-019-01212-3 · Cited by 25 · see citing works
Self-citationDopamine is associated with prioritization of reward-associated memories in Parkinson’s disease
Sharp, M. E., Duncan, K. D., Foerde, K., & Daphna Shohamy, A. (2020) · Brain · doi:10.1093/brain/awaa182 · Cited by 17 · see citing works
Elton, A., Faulkner, M. L., Robinson, D. L., & Boettiger, C. (2021) · Neuropsychopharmacology · doi:10.1038/s41386-021-00993-9 · Cited by 18 · see citing works
Gotcha: Working memory prioritization from automatic attentional biases
Ravizza, S. M., & Conn, K. M. (2021) · Psychonomic Bulletin & Review · doi:10.3758/s13423-021-01958-1 · Cited by 18 · see citing works
Bourgeois, A., Badier, E., Baron, N., Carruzzo, F., & Vuilleumier, P. O. (2018) · PLoS ONE · doi:10.1371/journal.pone.0207990 · Cited by 18 · see citing works
Neural evidence for automatic value-modulated approach behaviour
Kim, H., & Anderson, B. A. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.12.050 · Cited by 18 · see citing works
Self-citationValue-based attention capture: Differential effects of loss and gain contingencies
Becker, M. W., Hemsteger, S., Chantland, E., & Liu, T. (2020) · Journal of Vision · doi:10.1167/jov.20.5.4 · Cited by 15 · see citing works
Reward-driven modulation of spatial attention in the human frontal eye-field
Bourgeois, A., Virginie Sterpenich, A., Iannotti, G. R., & Vuilleumier, P. O. (2021) · NeuroImage · doi:10.1016/j.neuroimage.2021.118846 · Cited by 14 · see citing works
Neural correlates of value‐driven spatial orienting
Liao, M., Kim, A. J., & Anderson, B. A. (2023) · Psychophysiology · doi:10.1111/psyp.14321 · Cited by 11 · see citing works
Self-citationValue-driven attentional capture is modulated by the contents of working memory: An EEG study
Hinault, T., Blacker, K. J., Gormley, M. R., Anderson, B. A., & Courtney, S. M. (2018) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-018-00663-2 · Cited by 10 · see citing works
Self-citationLi, C.-Q., Ge, Q., Shu, H., Liao, X., Pan, Y., Wu, J., Su, T., Zhang, L.-J., Liang, R., Shao, Y., et al. (2021) · Frontiers in Neurology · doi:10.3389/fneur.2021.801029 · Cited by 11 · see citing works
Hansen, H. D., Lindberg, U., Ozenne, B., Fisher, P. M., Johansen, A., Svarer, C., Keller, S. H., Hansen, A. E., & Knudsen, G. M. (2020) · Human Brain Mapping · doi:10.1002/hbm.25156 · Cited by 10 · see citing works
Zhou, Z., Xu, J., Shi, L., Liu, X., Hou, F., Zhou, J., Luo, J., Hu, Q., & Li, H. (2019) · Neural Plasticity · doi:10.1155/2019/2747460 · Cited by 10 · see citing works
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Suárez‐Suárez, S., Holguı́n, S. R., Cadaveira, F., Nobre, A. C., & Doallo, S. (2019) · Cortex · doi:10.1016/j.cortex.2019.01.029 · Cited by 9 · see citing works
Overmeyer, R., Kirschner, H., Fischer, A. G., & Endraß, T. (2023) · Scientific Reports · doi:10.1038/s41598-023-45526-0 · Cited by 8 · see citing works
Aging impairs reactive attentional control but not proactive distractor inhibition.
Kim, A. J., Senior, J. A., Chu, S., & Mather, M. (2024) · Journal of Experimental Psychology General · doi:10.1037/xge0001602 · Cited by 9 · see citing works
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Shapcott, K. A., Schmiedt, J. T., Kouroupaki, K., Kienitz, R., Lazăr, A., Singer, W., & Schmid, M. C. (2020) · Cerebral Cortex · doi:10.1093/cercor/bhaa079 · Cited by 8 · see citing works
Newcorn, J. H., Ivanov, I., Krone, B., Li, X., Duhoux, S., White, S., Schulz, K. P., Bédard, A.-C. V., Pedraza, J., Adler, L., et al. (2024) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2023.11.037 · Cited by 7 · see citing works
He, F., Li, Y., Li, C., Zhao, J., Liu, T., Fan, L., Zhang, X., & Wang, J. (2021) · Neuroreport · doi:10.1097/wnr.0000000000001708 · Cited by 6 · see citing works
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Loganathan, K. (2021) · Addictive Behaviors · doi:10.1016/j.addbeh.2021.107070 · Cited by 5 · see citing works
Exploring reward-related attention selectivity deficits in Parkinson’s disease
Pilgrim, M. J. D., Ou, Z.-Y. A., & Sharp, M. E. (2021) · Scientific Reports · doi:10.1038/s41598-021-97526-7 · Cited by 5 · see citing works
Bourgeois, A., Marti, E., Schnider, A., & Ptak, R. (2022) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2022.108365 · Cited by 5 · see citing works
Loss aversion in the control of attention
Kim, S., Beck, M. R., & Cho, Y. S. (2023) · Psychonomic Bulletin & Review · doi:10.3758/s13423-023-02287-1 · Cited by 5 · see citing works
Reward history modulates visual attention in an avian model
Liao, M., Dillard, M. H., Hour, J. L., Barnett, L. A., Whitten, J. S., Valles, A. C., Heatley, J. J., Anderson, B. A., & Yorzinski, J. L. (2023) · Animal Cognition · doi:10.1007/s10071-023-01811-z · Cited by 4 · see citing works
Self-citationApproach and avoidance movements modulate value-driven attentional capture.
Suh, J., & Abrams, R. A. (2019) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/xhp0000706 · Cited by 4 · see citing works
Zhou, X.-Q., Wu, R.-J., Liu, C., Kou, J., Chen, Y.-S., Pontes, H., Yao, D., Kendrick, K., Becker, B., & Montag, C. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/852855 · Cited by 6 · see citing works
From learned value to sustained bias: how reward conditioning changes attentional priority
Meyer, K. N., Hopfinger, J. B., Vidrascu, E. M., Boettiger, C. A., Robinson, D. L., & Sheridan, M. A. (2024) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2024.1354142 · Cited by 4 · see citing works
Diminishing sensitivity and absolute difference in value-driven attention
Kim, S., Harman, J. L., & Beck, M. R. (2022) · Journal of Vision · doi:10.1167/jov.22.1.12 · Cited by 3 · see citing works
Kim, H., & Anderson, B. A. (2023) · Brain Sciences · doi:10.3390/brainsci13020158 · Cited by 2 · see citing works
Self-citationAviram-Friedman, R., Alyagon, U., Kafri, L., Atias, S., & Zangen, A. (2025) · Appetite · doi:10.1016/j.appet.2025.107863 · Cited by 2 · see citing works
Neural Correlates of Value-Driven Spatial Attention
Liao, M., Kim, A. J., & Anderson, B. A. (2020) · Journal of Vision · doi:10.1167/jov.20.11.318 · Cited by 1 · see citing works
Self-citationKim, H., Nanavaty, N., Ahmed, H., Mathur, V. A., & Anderson, B. A. (2021) · doi:10.31234/osf.io/adxwy · Cited by 1 · see citing works
Self-citationSelective attention is insensitive to reward and to dopamine in Parkinson’s diseasePreprint
Pilgrim, M. J. D., Ou, Z.-Y. A., & Sharp, M. E. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.04.22.440852
Leung, T., Li, C., Lo, Y., Tsai, P.-Y., & Wang, J. (2022) · Research Square · doi:10.21203/rs.3.rs-1199767/v1
Gupta, R. S., Simmons, A. N., Dugas, N. N., Stout, D. M., & Harlé, K. M. (2024) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2024.1357868
Mao, M., Cai, Y., Li, Y., Li, Z., Dong, W., Wang, Y., & Zhang, X. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.12.23.630185
Ibnidris, A., Scheffler, F., Ipser, J., Zar, H. J., Stein, D. J., & Hoare, J. (2026) · Research Square · doi:10.21203/rs.3.rs-9266867/v1
Beffara, B., Hadj‐Bouziane, F., Hamed, S. B., Cristofori, I., Tricoche, L., Boehler, C. N., Chelazzi, L., Santandrea, E., & Macaluso, E. (2026) · Psychological Research · doi:10.1007/s00426-026-02350-1
Eklund, M., Hassanain, E., Vahlberg, T., Joutsa, J., & Kaasinen, V. (2026) · Molecular Psychiatry · doi:10.1038/s41380-026-03826-7
- Authors
- Anderson, B. A., Kuwabara, H., Wong, D. F., Roberts, J., Rahmim, A., Brašić, J. R., & Courtney, S. M.
- Affiliations
- Texas A&M University (US)
- Johns Hopkins University (US)
- Kennedy Krieger Institute (US)
- Corresponding author
- Anderson, Brian A.
- ORCID
- Venue
- NeuroImage
- Publisher
- Elsevier BV
- Published
- 2017-08
- Volume
- 157
- Pages
- 27-33
- ISSN
- 1053-8119 (ISSN-L)
- PMC
- PMC5600829
- OpenAlex
- W2617471883
- Cited by
- 55
- References
- 57
- Citations by year
- 2026: 3 · 2025: 1 · 2024: 4 · 2023: 6 · 2022: 4 · 2021: 12 · 2020: 9 · 2019: 7 · 2018: 7 · 2017: 2
- FWCI
- 3.92
- Type
- journal article
- Language
- en
- Open access
- green
- europepmc.org
- Locations
- NeuroImage (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Institutes of Health (R01-DA013165, S10-RR017219, S10-RR023623)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Visual Attention and Saliency Detection
- Keywords
- attentional bias, dopamine release, reward learning, dorsal striatum, caudate nucleus, D2/D3 receptors, [11C]raclopride, visual search, individual differences, hemispheric lateralization, reward cues
- MeSH terms
- Attentional Bias, Adult, Caudate Nucleus, Dopamine, Female, Humans, Magnetic Resonance Imaging, Male, Psychomotor Performance, Reward, Radiopharmaceuticals, Raclopride, Positron-Emission Tomography, Young Adult
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.
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