EEG reveals that dextroamphetamine improves cognitive control through multiple processes in healthy participants
Open accessAbstract
The poor translatability between preclinical and clinical drug trials has limited pro-cognitive therapeutic development. Future pro-cognitive drug trials should use translatable cross-species cognitive tasks with biomarkers (1) relevant to specific cognitive constructs, and (2) sensitive to drug treatment. Here, we used a difficulty-modulated variant of a cross-species cognitive control task with simultaneous electroencephalography (EEG) to identify neurophysiological biomarkers sensitive to the pro-cognitive effects of dextroamphetamine (d-amp) (10 or 20 mg) in healthy adults (n = 23), in a randomized, placebo-controlled, counterbalanced, double blind, within-subject study, conducted across three test days each separated by one week. D-amp boosted d-prime, sped reaction time, and increased frontal P3a amplitude to non-target correct rejections independent of task difficulty. Task difficulty did however, moderate d-amp effects on EEG during target performance. D-amp suppressed frontal theta power during easy target responses which negatively correlated with drug-induced improvement in hit rate while d-amp-induced changes in P3b amplitude during hard target trials strongly correlated with drug-induced improvement in hit rate. In summary, d-amp affected both behavioral and neurophysiological measures of cognitive control elements. Under low-demand, d-amp diminished cognitive control by suppressing theta, yet under high-demand it boosted control in concert with higher P3b amplitudes. These findings thus appear to reflect a gain-sharpening effect of d-amp: during high-demand processes were boosted while during low-demand processes were neglected. Future studies will use these neurophysiological measures of cognitive control as biomarkers to predict d-amp sensitivity in people with cognitive control deficits, including schizophrenia.
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?
Four of eight studies using CPT, RIP, or RVIP reported that amphetamine improves performance accuracy or reaction time.
“Four of the eight studies reported that AMP improves performance accuracy or reaction time (RT): four measured performance using CPT (Bhakta et al., 2022; Fleming et al., 1995; Krystal et al., 2005; Patat et al., 1996) but only two of them found main effects of AMP.”
From Systematic reviews of the acute effects of amphetamine on working memory and other cognitive performances in healthy individuals, with a focus on the potential influence of personality traits (2023) · cites this paper as Bhakta et al., 2022
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
Delorme, A., & Makeig, S. (2004) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2003.10.009 · Cited by 24,371 · see citing works
(1966) · Medical Entomology and Zoology · Cited by 10,293 · see citing works
Updating P300: An integrative theory of P3a and P3b
Polich, J. (2007) · Clinical Neurophysiology · doi:10.1016/j.clinph.2007.04.019 · Cited by 7,919 · see citing works
Frontal theta as a mechanism for cognitive control
Cavanagh, J. F., & Frank, M. J. (2014) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2014.04.012 · Cited by 2,726 · cited 2× · see citing works
“Theta and P3a occur earlier and reflect a lower level of awareness than later decision variables like the P3b, which relies on slow and deliberative accumulation of available evidence leading to a decision [24, 29].”
BackgroundSelf-citationThe prefontral cortex and cognitive control
Miller, E. K. (2000) · Nature Reviews Neuroscience · doi:10.1038/35036228 · Cited by 2,016 · see citing works
Donchin, E. (1981) · Psychophysiology · doi:10.1111/j.1469-8986.1981.tb01815.x · Cited by 1,857 · see citing works
Decision making, the P3, and the locus coeruleus–norepinephrine system
Nieuwenhuis, S., Aston-Jones, G., & Cohen, J. D. (2005) · Psychological Bulletin · doi:10.1037/0033-2909.131.4.510 · Cited by 1,678 · see citing works
Nieuwenhuis, S., Yeung, N., van den Wildenberg, W., & Ridderinkhof, K. R. (2003) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.3.1.17 · Cited by 1,250 · see citing works
FASTER: Fully Automated Statistical Thresholding for EEG artifact Rejection
Nolan, H., Whelan, R., & Reilly, R. B. (2010) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2010.07.015 · Cited by 1,080 · see citing works
Johnson, R. (1986) · Psychophysiology · doi:10.1111/j.1469-8986.1986.tb00649.x · Cited by 960 · see citing works
Green, M. F., Nuechterlein, K. H., Gold, J. M., Barch, D. M., Cohen, J., Essock, S., Fenton, W. S., Frese, F., Goldberg, T. E., Heaton, R. K., et al. (2004) · Biological Psychiatry · doi:10.1016/j.biopsych.2004.06.023 · Cited by 919 · see citing works
Neural mechanisms of transient and sustained cognitive control during task switching.
Braver, T. S., Reynolds, J. R., & Donaldson, D. I. (2003) · Neuron · doi:10.1016/s0896-6273(03)00466-5 · Cited by 826 · see citing works
A supramodal accumulation-to-bound signal that determines perceptual decisions in humans
O'Connell, R. G., Dockree, P. M., & Kelly, S. P. (2012) · Nature Neuroscience · doi:10.1038/nn.3248 · Cited by 755 · see citing works
Wilkinson, G. S., & Robertson, G. J. (2006) · PsycTESTS Dataset · doi:10.1037/t27160-000 · Cited by 585 · see citing works
The classic P300 encodes a build‐to‐threshold decision variable
Twomey, D. M., Murphy, P. R., Kelly, S. P., & O'Connell, R. G. (2015) · European Journal of Neuroscience · doi:10.1111/ejn.12936 · Cited by 376 · see citing works
Carter, C., & Barch, D. (2007) · Schizophrenia bulletin · doi:10.1093/schbul/sbm081 · Cited by 296 · see citing works
Wessel, J. R., & Aron, A. R. (2015) · Psychophysiology · doi:10.1111/psyp.12374 · Cited by 244 · see citing works
Sensitivity and responsivity measures for discrimination learning
Frey, P. W., & Colliver, J. A. (1973) · Learning and Motivation · doi:10.1016/0023-9690(73)90023-4 · Cited by 240 · see citing works
Barch, D. M., & Carter, C. S. (2005) · Schizophrenia Research · doi:10.1016/j.schres.2004.12.019 · Cited by 222 · see citing works
Schizophrenics have fewer and smaller P300s: A single-trial analysis
Ford, J. M., White, P. M., Lim, K. O., & Pfefferbaum, A. (1994) · Biological Psychiatry · doi:10.1016/0006-3223(94)91198-3 · Cited by 193 · see citing works
The 5-Choice Continuous Performance Test: Evidence for a Translational Test of Vigilance for Mice
Young, J. W., Light, G. A., Marston, H. M., Sharp, R. F., & Geyer, M. A. (2009) · PLoS ONE · doi:10.1371/journal.pone.0004227 · Cited by 185 · see citing works
Self-citationNeuropharmacology of performance monitoring
Jocham, G., & Ullsperger, M. (2008) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2008.08.011 · Cited by 168 · see citing works
Ilieva, I. P., Hook, C. J., & Farah, M. J. (2015) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00776 · Cited by 154 · see citing works
Goldberg, T. E., Bigelow, L. B., Weinberger, D. R., Daniel, D. G., & Kleinman, J. E. (1991) · American Journal of Psychiatry · doi:10.1176/ajp.148.1.78 · Cited by 131 · see citing works
CNTRICS Final Task Selection: Working Memory
Barch, D. M., Berman, M. G., Engle, R. F., Jones, J. H., Jonides, J., MacDonald, A. W., Nee, D. E., Redick, T. S., & Sponheim, S. R. (2008) · Schizophrenia Bulletin · doi:10.1093/schbul/sbn153 · Cited by 121 · see citing works
CNTRICS final animal model task selection: Control of attention
Lustig, C., Kozak, R., Sarter, M. F., Young, J. W., & Robbins, T. W. (2012) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2012.05.009 · Cited by 117 · see citing works
Self-citationHuman Scalp Potentials Reflect a Mixture of Decision-Related Signals during Perceptual Choices
Philiastides, M. G., Heekeren, H. R., & Sajda, P. (2014) · Journal of Neuroscience · doi:10.1523/jneurosci.3012-14.2014 · Cited by 110 · see citing works
Sustained attention following mild closed-head injury
Parasuraman, R., Mutter, S. A., & Molloy, R. (1991) · Journal of Clinical and Experimental Neuropsychology · doi:10.1080/01688639108401090 · Cited by 86 · see citing works
Amphetamine Effects on Prepulse Inhibition Across-Species: Replication and Parametric Extension
Swerdlow, N. R., Stephany, N., Wasserman, L. C., Talledo, J., Shoemaker, J. M., & Auerbach, P. P. (2002) · Neuropsychopharmacology · doi:10.1038/sj.npp.1300086 · Cited by 83 · see citing works
Self-citationYoung, J. W., Powell, S. B., Scott, C. N., Zhou, X., & Geyer, M. A. (2011) · Behavioural Brain Research · doi:10.1016/j.bbr.2011.03.054 · Cited by 80 · see citing works
Self-citationYoung, J. W., Meves, J. M., & Geyer, M. A. (2013) · Behavioural Brain Research · doi:10.1016/j.bbr.2012.11.028 · Cited by 69 · see citing works
Self-citationEEG signatures associated with stopping are sensitive to preparation
Greenhouse, I., & Wessel, J. R. (2013) · Psychophysiology · doi:10.1111/psyp.12070 · Cited by 65 · see citing works
Cognitive Enhancement in Schizophrenia
Harvey, P. D., & Bowie, C. R. (2012) · Psychiatric Clinics of North America · doi:10.1016/j.psc.2012.06.008 · Cited by 60 · see citing works
The Development of Visual P3a and P3b
Stige, S. H., Fjell, A. M., Smith, L., Lindgren, M. P., & Walhovd, K. B. (2007) · Developmental Neuropsychology · doi:10.1080/87565640701361096 · Cited by 57 · see citing works
Amphetamine improves mouse and human attention in the 5-choice continuous performance test
MacQueen, D. A., Minassian, A., Kenton, J. A., Geyer, M. A., Perry, W., Brigman, J. L., & Young, J. W. (2018) · Neuropharmacology · doi:10.1016/j.neuropharm.2018.05.034 · Cited by 50 · see citing works
Self-citationAmphetamine effects on startle gating in normal women and female rats
Talledo, J., Sutherland, A. N., Schortinghuis, T., & Swerdlow, N. R. (2009) · Psychopharmacology · doi:10.1007/s00213-008-1446-7 · Cited by 50 · see citing works
Self-citationElectrophysiological biomarkers of behavioral dimensions from cross-species paradigms
Cavanagh, J. F., Gregg, D., Light, G. A., Olguin, S. L., Sharp, R. F., Bismark, A. W., Bhakta, S. G., Swerdlow, N. R., Brigman, J. L., & Young, J. W. (2021) · Translational Psychiatry · doi:10.1038/s41398-021-01562-w · Cited by 43 · see citing works
Self-citationBhakta, S. G., & Young, J. W. (2017) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2017.07.011 · Cited by 42 · see citing works
Self-citationDoege, K., Kumar, M., Bates, A. T., Das, D., Boks, M. P., & Liddle, P. F. (2010) · Clinical Neurophysiology · doi:10.1016/j.clinph.2010.03.049 · Cited by 28 · see citing works
Amphetamine Modestly Improves Conners’ Continuous Performance Test Performance in Healthy Adults
MacQueen, D. A., Minassian, A., Henry, B. L., Geyer, M. A., Young, J. W., & Perry, W. (2017) · Journal of the International Neuropsychological Society · doi:10.1017/s135561771700090x · Cited by 28 · see citing works
Self-citationTolcapone-Enhanced Neurocognition in Healthy Adults: Neural Basis and Predictors
Bhakta, S. G., Light, G. A., Talledo, J., Balvaneda, B., Hughes, E., Álvarez, A., Rana, B. K., Young, J. W., & Swerdlow, N. R. (2017) · The International Journal of Neuropsychopharmacology · doi:10.1093/ijnp/pyx074 · Cited by 26 · see citing works
Self-citationCope, Z. A., & Young, J. W. (2017) · Current Protocols in Neuroscience · doi:10.1002/cpns.20 · Cited by 25 · see citing works
Self-citationAmphetamine effects on MATRICS Consensus Cognitive Battery performance in healthy adults
Chou, H., Talledo, J., Lamb, S. N., Thompson, W. K., & Swerdlow, N. R. (2013) · Psychopharmacology · doi:10.1007/s00213-012-2948-x · Cited by 22 · see citing works
Self-citationManipulating perceptual parameters in a continuous performance task
Shalev, N., Humphreys, G. W., & Demeyere, N. (2017) · Behavior Research Methods · doi:10.3758/s13428-017-0877-7 · Cited by 18 · see citing works
Young, J. W., Roberts, B. Z., Breier, M. R., & Swerdlow, N. R. (2020) · Psychopharmacology · doi:10.1007/s00213-020-05511-1 · Cited by 18 · see citing works
Self-citationSwerdlow, N. R., Bhakta, S. G., Talledo, J., Franz, D. M., Hughes, E., Rana, B. K., & Light, G. A. (2017) · Neuropsychopharmacology · doi:10.1038/npp.2017.285 · Cited by 17 · see citing works
Self-citationCardno, A. G., & Gottesman, I. I. (2000) · American Journal of Medical Genetics · doi:10.1002/(sici)1096-8628(200021)97:1
Flagged first, then by citations
Research works printed but not linked: 4
- Dove A, Pollmann S, Schubert T, Wiggins CJ, von Cramon DY. Prefrontal cortex activation in task switching: an event-related fMRI study. Brain Res. Cogn Brain Res. 2000;9:103-9. https://doi.org/10.1016/s0926-6410(99)0009-4. · DOI
- Ridderinkhof KR, van den Wildenberg WP, Segalowitz SJ, Carter CS. Neurocog- nitive mechanisms of cognitive control: the role of prefrontal cortex in action selection, response inhibition, performance monitoring, and reward-based learning. Brain Cogn. 2004;56:129-40. https://doi.org/10.1016/jbandc2004.09.016. · DOI
- Mass R, Wolf K, Wagner M, Haasen C. Differential sustained attention/vigilance changes over time in schizophrenics and controls during a degraded stimulus continuous performance test. Eur Arch Psychiatry Clin Neurosci. 2000;250:24-30. https://doi.org/10.1007/pI0000753. · DOI
- First MB, Spitzer RL, Gibbon M, Williams JBW. Structured clinical interview for DSM-IV-TR axis I disorders, research version, non-patient edition. (SCID-I/NP): Biometrics Research. New York: New York State Psychiatric Institute; 2002.
Cited by
Sorted by citations
Gkintoni, E., Vantarakis, A., & Gourzis, P. (2025) · Medicina · doi:10.3390/medicina61061003 · Cited by 34 · see citing works
Young, J. W. (2023) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105119 · Cited by 21 · see citing works
Self-citationTranslational cognitive systems: focus on attention
Roberts, B. Z., & Young, J. W. (2022) · Emerging Topics in Life Sciences · doi:10.1042/etls20220009 · Cited by 14 · see citing works
Self-citationKassim, F. M. (2023) · Human Psychopharmacology: Clinical and Experimental · doi:10.1002/hup.2856 · Cited by 11 · see citing works
“These studies may clearly showed that AMP has effects on tasks (such as RT, digit vigilance task and CPT) that predominantly measure sustained attention or vigilance (Asghar et al., 2003; Barch & Carter, 2005; Fleming et al., 1995; Silber et al., 2006).”
BackgroundInfluentialWarren, C. V., Kroll, C., & Kopp, B. (2023) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105221 · Cited by 11 · see citing works
Olguin, S. L., Cavanagh, J. F., Young, J. W., & Brigman, J. L. (2023) · Neuropharmacology · doi:10.1016/j.neuropharm.2023.109599 · Cited by 10 · see citing works
Self-citationNoback, M. N., Bhakta, S. G., Talledo, J., Kotz, J. E., Benster, L. L., Roberts, B. Z., Nungaray, J. A., Light, G. A., Swerdlow, N. R., Brigman, J. L., et al. (2024) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-023-01150-z · Cited by 10 · see citing works
Self-citationSalmon, C., Li, S., Burrows, E. L., & Johnson, K. A. (2024) · Journal of Neurochemistry · doi:10.1111/jnc.16117 · Cited by 10 · see citing works
Amphetamine increases timing variability by degrading prefrontal temporal encoding
Weber, M. A., Sivakumar, K., Kirkpatrick, B. Q., Stutt, H. R., Tabakovic, E. E., Bova, A. S., Kim, Y.-C., & Narayanan, N. S. (2025) · Neuropharmacology · doi:10.1016/j.neuropharm.2025.110486 · Cited by 8 · see citing works
Brody, A. L., Mischel, A. K., Sanavi, A. Y., Wong, A., Bahn, J. H., Minassian, A., Morgan, E. E., Rana, B. K., Hoh, C. K., Vera, D. R., et al. (2024) · Neuropsychopharmacology · doi:10.1038/s41386-024-02035-6 · Cited by 5 · see citing works
Self-citationAmphetamine increases timing variability by degrading prefrontal ramping activityPreprint
Weber, M. A., Sivakumar, K., Kirkpatrick, B. Q., Stutt, H. R., Tabakovic, E. E., Bova, A. S., Kim, Y.-C., & Narayanan, N. S. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.09.26.615252 · Cited by 4 · see citing works
Mapping the Digital Mind: A Meta-Analysis of EEG Biomarkers in Cognition, Emotion, and Mental Health
Halkiopoulos, C., Gkintoni, E., & Boutsinas, B. (2026) · Brain Sciences · doi:10.3390/brainsci16040368 · Cited by 2 · see citing works
Electrophysiological Markers of Aberrant Cue-Specific Exploration in Hazardous Drinkers
Campbell, E. M., Singh, G., Claus, E. D., Witkiewitz, K. A., Costa, V. D., Hogeveen, J., & Cavanagh, J. F. (2023) · Computational Psychiatry · doi:10.5334/cpsy.96 · Cited by 2 · see citing works
Self-citation
- Authors
- Bhakta, S. G., Cavanagh, J. F., Talledo, J. A., Kotz, J. E., Benster, L., Roberts, B. Z., Nungaray, J. A., Brigman, J. L., Light, G. A., Swerdlow, N. R., & Young, J. W.
- Affiliations
- University of California San Diego (US)
- University of New Mexico (US)
- Corresponding author
- Young, Jared W.
- Venue
- Neuropsychopharmacology
- Published
- 2022-01-18
- Volume
- 47
- Issue
- 5
- Pages
- 1029-1036
- ISSN
- 0893-133X (ISSN-L)
- 1740-634X
- PMC
- PMC8938448
- OpenAlex
- W4206234073
- Cited by
- 13
- References
- 47
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 4 · 2023: 4 · 2022: 2
- FWCI
- 1.55
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Neuropsychopharmacology (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- U.S. Department of Health & Human Services | NIH | National Institute of Mental Health (UH3 MH109168)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neuroethics, Human Enhancement, Biomedical Innovations
- Keywords
- d-amphetamine, cognitive control, neurophysiological markers, P3a, P3b, frontal theta power, task difficulty, d-prime, reaction time, schizophrenia, translational drug development
- MeSH terms
- Adult, Cognition, Dextroamphetamine, Electroencephalography, Humans, Healthy Volunteers
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