Pupil diameter covaries with BOLD activity in human locus coeruleus
Open accessAbstract
The locus coeruleus-noradrenergic (LC-NA) neuromodulatory system has been implicated in a broad array of cognitive processes, yet scope for investigating this system's function in humans is currently limited by an absence of reliable non-invasive measures of LC activity. Although pupil diameter has been employed as a proxy measure of LC activity in numerous studies, empirical evidence for a relationship between the two is lacking. In the present study, we sought to rigorously probe the relationship between pupil diameter and BOLD activity localized to the human LC. Simultaneous pupillometry and fMRI revealed a relationship between continuous pupil diameter and BOLD activity in a dorsal pontine cluster overlapping with the LC, as localized via neuromelanin-sensitive structural imaging and an LC atlas. This relationship was present both at rest and during performance of a two-stimulus oddball task, with and without spatial smoothing of the fMRI data, and survived retrospective image correction for physiological noise. Furthermore, the spatial extent of this pupil/LC relationship guided a volume-of-interest analysis in which we provide the first demonstration in humans of a fundamental characteristic of animal LC activity: phasic modulation by oddball stimulus relevance. Taken together, these findings highlight the potential for utilizing pupil diameter to achieve a more comprehensive understanding of the role of the LC-NA system in human cognition.
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?
There is a direct correlation between slow fluctuations in LC activity and pupil size.
“studies have shown a direct correlation between slow fluctuations in LC activity and pupil size (Rajkowski, 1993;Murphy et al., 2014).”
From Is autonomic nervous system function atypical in Attention Deficit Hyperactivity Disorder (ADHD)? A systematic review of the evidence (2020) · cites this paper as Murphy et al., 2014
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
Ashburner, J., & Friston, K. J. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.02.018 · Cited by 7,507 · see citing works
Aston-Jones, G., & Cohen, J. D. (2005) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.28.061604.135709 · Cited by 4,472 · see citing works
A new SPM toolbox for combining probabilistic cytoarchitectonic maps and functional imaging data
Eickhoff, S. B., Stephan, K. E., Mohlberg, H., Grefkes, C., Fink, G. R., Amunts, K., & Zilles, K. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2004.12.034 · Cited by 4,033 · see citing works
Berridge, C. W., & Waterhouse, B. D. (2003) · Brain Research Reviews · doi:10.1016/s0165-0173(03)00143-7 · Cited by 2,529 · see citing works
Event-Related fMRI: Characterizing Differential Responses
Friston, K. J., Fletcher, P. C., Josephs, O., Holmes, A., Rugg, M. D., & Turner, R. (1998) · NeuroImage · doi:10.1006/nimg.1997.0306 · Cited by 2,017 · see citing works
Task-evoked pupillary responses, processing load, and the structure of processing resources.
Beatty, J. (1982) · Psychological Bulletin · doi:10.1037/0033-2909.91.2.276 · Cited by 1,959 · see citing works
The locus coeruleus and noradrenergic modulation of cognition
Sara, S. J. (2009) · Nature Reviews Neuroscience · doi:10.1038/nrn2573 · Cited by 1,848 · see citing works
Uncertainty, Neuromodulation, and Attention
Yu, A. J., & Dayan, P. (2005) · Neuron · doi:10.1016/j.neuron.2005.04.026 · Cited by 1,774 · see citing works
Orienting and reorienting: the locus coeruleus mediates cognition through arousal
Sara, S. J., & Bouret, S. (2012) · Neuron · doi:10.1016/j.neuron.2012.09.011 · Cited by 1,056 · see citing works
Johnstone, T., van Reekum, C. M., Urry, H. L., Kalin, N. H., & Davidson, R. J. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.2063-07.2007 · Cited by 1,051 · see citing works
Assignment of functional activations to probabilistic cytoarchitectonic areas revisited
Eickhoff, S., Paus, T., Caspers, S., Grosbras, M.-H., Evans, A. C., Zilles, K., & Amunts, K. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.03.060 · Cited by 1,038 · see citing works
Handwerker, D. A., Ollinger, J. M., & D’Esposito, M. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2003.11.029 · Cited by 993 · see citing works
Network reset: a simplified overarching theory of locus coeruleus noradrenaline function
Bouret, S., & Sara, S. J. (2005) · Trends in Neurosciences · doi:10.1016/j.tins.2005.09.002 · Cited by 806 · see citing works
Gilzenrat, M. S., Nieuwenhuis, S., Jepma, M., & Cohen, J. D. (2010) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/cabn.10.2.252 · Cited by 798 · see citing works
The Brain Nucleus Locus Coeruleus: Restricted Afferent Control of a Broad Efferent Network
Aston‐Jones, G., Ennis, M. J., Pieribone, V. A., Nickell, W. T., & Shipley, M. T. (1986) · Science · doi:10.1126/science.3775363 · Cited by 778 · see citing works
Rational regulation of learning dynamics by pupil-linked arousal systems
Nassar, M. R., Rumsey, K. M., Wilson, R. C., Parikh, K., Heasly, B., & Gold, J. I. (2012) · Nature Neuroscience · doi:10.1038/nn.3130 · Cited by 722 · see citing works
The role of locus coeruleus in the regulation of cognitive performance
Usher, M., Cohen, J. D., Servan-Schreiber, D., Rajkowski, J., & Aston-Jones, G. (1999) · Science · doi:10.1126/science.283.5401.549 · Cited by 715 · see citing works
On the Functional Neuroanatomy of Intrinsic and Phasic Alertness
Sturm, W., & Willmes, K. (2001) · NeuroImage · doi:10.1006/nimg.2001.0839 · Cited by 709 · see citing works
A direct brainstem–amygdala–cortical ‘alarm’system for subliminal signals of fear.
Liddell, B. J., Brown, K. J., Kemp, A. H., Barton, M. J., Das, P., Peduto, A., Gordon, E., & Williams, L. M. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2004.08.016 · Cited by 670 · see citing works
Testing anatomically specified hypotheses in functional imaging using cytoarchitectonic maps
Eickhoff, S. B., Heim, S., Zilles, K., & Amunts, K. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.04.204 · Cited by 643 · see citing works
Brodmann's Areas 17 and 18 Brought into Stereotaxic Space—Where and How Variable?
Amunts, K., Maliković, A., Mohlberg, H., Schormann, T., & Zilles, K. (2000) · NeuroImage · doi:10.1006/nimg.1999.0516 · Cited by 640 · see citing works
Locus coeruleus neurons in monkey are selectively activated by attended cues in a vigilance task
Aston-Jones, G., Rajkowski, J., Kubiak, P., & Alexinsky, T. (1994) · The Journal of Neuroscience · doi:10.1523/jneurosci.14-07-04467.1994 · Cited by 637 · see citing works
Bledowski, C., Prvulovic, D., Hoechstetter, K., Scherg, M., Wibral, M., Goebel, R., & Linden, D. E. J. (2004) · Journal of Neuroscience · doi:10.1523/jneurosci.1897-04.2004 · Cited by 562 · see citing works
Divide and conquer: A defense of functional localizers
Saxe, R., Brett, M., & Kanwisher, N. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.12.062 · Cited by 544 · see citing works
Pupil dilation signals surprise: evidence for noradrenaline’s role in decision making
Preuschoff, K. (2011) · Frontiers in Neuroscience · doi:10.3389/fnins.2011.00115 · Cited by 538 · see citing works
Pupillometry and P3 index the locus coeruleus-noradrenergic arousal function in humans
Murphy, P. R., Robertson, I. H., Balsters, J. H., & O'connell, R. G. (2011) · Psychophysiology · doi:10.1111/j.1469-8986.2011.01226.x · Cited by 519 · see citing works
Self-citationConscious perception of errors and its relation to the anterior insula
Ullsperger, M., Harsay, H. A., Wessel, J. R., & Ridderinkhof, K. R. (2010) · Brain Structure and Function · doi:10.1007/s00429-010-0261-1 · Cited by 463 · see citing works
Nieuwenhuis, S., de Geus, E. J. C., & Aston‐Jones, G. (2010) · Psychophysiology · doi:10.1111/j.1469-8986.2010.01057.x · Cited by 451 · see citing works
Anterior cingulate activity during error and autonomic response
Critchley, H. D., Tang, J., Glaser, D., Butterworth, B., & Dolan, R. J. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.05.047 · Cited by 445 · see citing works
Jepma, M., & Nieuwenhuis, S. (2010) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2010.21548 · Cited by 442 · see citing works
Bouret, S., & Sara, S. J. (2004) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2004.03526.x · Cited by 371 · see citing works
Locus coeruleus activity in monkey: Phasic and tonic changes are associated with altered vigilance
Rajkowski, J., Kubiak, P., & Aston‐Jones, G. (1994) · Brain Research Bulletin · doi:10.1016/0361-9230(94)90175-9 · Cited by 359 · see citing works
Adaptation by binding: a learning account of cognitive control
Verguts, T., & Notebaert, W. (2009) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2009.02.007 · Cited by 357 · see citing works
Pupil dilation reflects perceptual selection and predicts subsequent stability in perceptual rivalry
Einhäuser, W., Stout, J., Koch, C., & Carter, O. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0707727105 · Cited by 351 · see citing works
Arnsten, A. F. T., & Goldman-Rakic, P. S. (1984) · Brain Research · doi:10.1016/0006-8993(84)90351-2 · Cited by 333 · see citing works
Potent excitatory influence of prefrontal cortex activity on noradrenergic locus coeruleus neurons
Jodoj, E., Chiang, C., & Aston-Jones, G. (1998) · Neuroscience · doi:10.1016/s0306-4522(97)00372-2 · Cited by 321 · see citing works
In vivo mapping of the human locus coeruleus
Keren, N. I., Lozar, C., Harris, K. C., Morgan, P. S., & Eckert, M. A. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.06.012 · Cited by 309 · see citing works
Mesulam, M. M., Geula, C., Bothwell, M. A., & Hersh, L. B. (1989) · The Journal of Comparative Neurology · doi:10.1002/cne.902830414 · Cited by 307 · see citing works
Phasic norepinephrine: A neural interrupt signal for unexpected events
Dayan, P., & Yu, A. J. (2006) · Network Computation in Neural Systems · doi:10.1080/09548980601004024 · Cited by 302 · see citing works
Pupillometric Evidence for the Decoupling of Attention from Perceptual Input during Offline Thought
Smallwood, J., Brown, K., Tipper, C. M., Giesbrecht, B., Franklin, M. S., Mrazek, M. D., Carlson, J. M., & Schooler, J. W. (2011) · PLoS ONE · doi:10.1371/journal.pone.0018298 · Cited by 292 · see citing works
Vandewalle, G., Schmidt, C., Albouy, G., Virginie Sterpenich, A., Darsaud, A., Rauchs, G., Berken, P.-Y., Balteau, E., Degueldre, C., Luxen, A., et al. (2007) · PLoS ONE · doi:10.1371/journal.pone.0001247 · Cited by 268 · see citing works
The neural representation of unexpected uncertainty during value-based decision making
Payzan-LeNestour, E., Dunne, S., Bossaerts, P., & O’Doherty, J. P. (2013) · Neuron · doi:10.1016/j.neuron.2013.04.037 · Cited by 257 · see citing works
İnsanlarda Yenilik N2 Yanıtı Hedef Uyaranların Zamansal Sınıflamasını Yansıtır
Maraşligil, B., & Ergenoğlu, T. (2011) · Journal of Experimental and Clinical Medicine · doi:10.5835/jecm.omu.28.02.002 · Cited by 255 · see citing works
van Marle, H. J. F., Hermans, E. J., Qin, S., & Fernández, G. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.05.070 · Cited by 251 · see citing works
The Locus Ceruleus Is Involved in the Successful Retrieval of Emotional Memories in Humans
Sterpenich, V., D'Argembeau, A., Desseilles, M., Balteau, E., Albouy, G., Vandewalle, G., Degueldre, C., Luxen, A., Collette, F., & Maquet, P. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.1001-06.2006 · Cited by 245 · see citing works
Pupillary contagion: central mechanisms engaged in sadness processing
Harrison, N. A., Singer, T., Rotshtein, P., Dolan, R. J., & Critchley, H. D. (2006) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsl006 · Cited by 243 · see citing works
Berman, S. M., Naliboff, B. D., Suyenobu, B. Y., Labus, J. S., Stains, J., Ohning, G., Kilpatrick, L. A., Bueller, J. A., Ruby, K., Jarcho, J. M., et al. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.2500-07.2008 · Cited by 233 · see citing works
Phasic Activation of Monkey Locus Ceruleus Neurons by Simple Decisions in a Forced-Choice Task
Clayton, E. C., Rajkowski, J., Cohen, J. D., & Aston‐Jones, G. (2004) · Journal of Neuroscience · doi:10.1523/jneurosci.2446-04.2004 · Cited by 226 · see citing works
Mohanty, A., Gitelman, D. R., Small, D. M., & Mesulam, M. M. (2008) · Cerebral Cortex · doi:10.1093/cercor/bhn021 · Cited by 221 · see citing works
Use of concurrent pupil dilation assessment to inform interpretation and analysis of fMRI data
Siegle, G. J., Steinhauer, S. R., Stenger, V. A., Konecky, R. O., & Carter, C. S. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00298-2 · Cited by 220 · see citing works
Rajkowski, J., Majczyński, H., Clayton, E. C., & Aston‐Jones, G. (2004) · Journal of Neurophysiology · doi:10.1152/jn.00673.2003 · Cited by 215 · see citing works
Homeostatic Sleep Pressure and Responses to Sustained Attention in the Suprachiasmatic Area
Schmidt, C., Collette, F., Leclercq, Y., Virginie Sterpenich, A., Vandewalle, G., Berthomier, P., Berthomier, C., Phillips, C. L. M., Tinguely, G., Darsaud, A., et al. (2009) · Science · doi:10.1126/science.1167337 · Cited by 198 · see citing works
Brainstem functional magnetic resonance imaging: Disentangling signal from physiological noise
Harvey, A. K., Pattinson, K. T. S., Brooks, J. C. W., Mayhew, S. D., Jenkinson, M., & Wise, R. G. (2008) · Journal of Magnetic Resonance Imaging · doi:10.1002/jmri.21623 · Cited by 196 · see citing works
Modafinil Shifts Human Locus Coeruleus to Low-Tonic, High-Phasic Activity During Functional MRI
Minzenberg, M., Watrous, A. J., Yoon, J. H., Ursu, S., & Carter, C. S. (2008) · Science · doi:10.1126/science.1164908 · Cited by 191 · see citing works
Age-related Changes in Locus Ceruleus on Neuromelanin Magnetic Resonance Imaging at 3 Tesla
Shibata, E., Sasaki, M., Tohyama, K., Kanbara, Y., Otsuka, K., Ehara, S., & SAKAI, A. (2006) · Magnetic Resonance in Medical Sciences · doi:10.2463/mrms.5.197 · Cited by 185 · see citing works
Locus ceruleus and anterior cingulate cortex sustain wakefulness in a novel environment
Gompf, H. S., Mathai, C., Fuller, P. M., Wood, D. A., Pedersen, N. P., Saper, C. B., & Lu, J. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.3037-10.2010 · Cited by 176 · see citing works
A multivariate analysis of PET activation studies
Friston, K. J., Poline, J., Holmes, A. P., Frith, C., & Frackowiak, R. S. J. (1996) · Human Brain Mapping · doi:10.1002/(sici)1097-0193(1996)4:2 · Cited by 166 · see citing works
Large-scale brain networks account for sustained and transient activity during target detection
Mantini, D., Corbetta, M., Perrucci, M. G., Romani, G. L., & DELGRATTA, C. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.08.019 · Cited by 153 · see citing works
Hou, R. H., Freeman, C., Langley, R. W., Szabadi, E., & Bradshaw, C. M. (2005) · Psychopharmacology · doi:10.1007/s00213-005-0013-8 · Cited by 123 · see citing works
The human locus coeruleus 3-D stereotactic anatomy
Fernandes, P. M. P., Regala, J. A. M. D. O. D. B., Correia, F., & Gonçalves-Ferreira, A. (2012) · Surgical and Radiologic Anatomy · doi:10.1007/s00276-012-0979-y · Cited by 105 · see citing works
Smallwood, J., Brown, K., Baird, B., Mrazek, M. D., Franklin, M. S., & Schooler, J. W. (2012) · PLoS ONE · doi:10.1371/journal.pone.0033706 · Cited by 87 · see citing works
Dissociable reward and timing signals in human midbrain and ventral striatum
Klein-Flügge, M. C., Hunt, L. T., Bach, D. R., Dolan, R. J., & Behrens, T. E. J. (2011) · Neuron · doi:10.1016/j.neuron.2011.08.024 · Cited by 75 · see citing works
Astafiev, S. V., Snyder, A. Z., Shulman, G. L., & Corbetta, M. (2010) · Science · doi:10.1126/science.1177200 · Cited by 72 · see citing works
Salience Signals in the Right Temporoparietal Junction Facilitate Value-Based Decisions
Kahnt, T., & Tobler, P. N. (2013) · Journal of Neuroscience · doi:10.1523/jneurosci.3531-12.2013 · Cited by 71 · see citing works
Challenge-driven attention: Interacting frontal and brainstem systems
Raizada, R. D. S. (2008) · Frontiers in Human Neuroscience · doi:10.3389/neuro.09.003.2007 · Cited by 61 · see citing works
Eyes on me: an fMRI study of the effects of social gaze on action control
Schilbach, L., Eickhoff, S. B., Cieslik, E. C., Shah, N. J., Fink, G. R., & Vogeley, K. T. (2010) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsq067 · Cited by 61 · see citing works
Verstynen, T., & Deshpande, V. S. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2010.11.090 · Cited by 58 · see citing works
Functional imaging of the human superior colliculus: An optimised approach
Wall, M. B., Walker, R., & Smith, A. T. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.05.094 · Cited by 57 · see citing works
N400 Amplitude Reduction Correlates with an Increase in Pupil Size
Kuipers, J.-R., & Thierry, G. (2011) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2011.00061 · Cited by 52 · see citing works
Representation of Surface Luminance and Contrast in Primary Visual Cortex
Dai, J., & Wang, Y. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhr133 · Cited by 51 · see citing works
Bockstaele, E. J. V., Colago, E. E. O., & Aicher, S. A. (1998) · Brain Research · doi:10.1016/s0006-8993(97)01250-x · Cited by 46 · see citing works
A comment on the severity of the effects of non-white noise in fMRI time-series
Smith, A. T., Singh, K. D., & Balsters, J. H. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.09.044 · Cited by 38 · see citing works
Self-citationKrebs, R. M., Fias, W., Achten, E., & Boehler, C. N. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.02.027 · Cited by 28 · see citing works
Do Cortical Neurons Process Luminance or Contrast to Encode Surface Properties?
Vladusich, T., Lucassen, M. P., & Cornelissen, F. W. (2005) · Journal of Neurophysiology · doi:10.1152/jn.01016.2005 · Cited by 28 · see citing works
On the Origins of Signal Variance in FMRI of the Human Midbrain at High Field
Barry, R. L., Coaster, M., Rogers, B. P., Newton, A. T., Moore, J. E., Anderson, A. W., Zald, D. H., & Gore, J. C. (2013) · PLoS ONE · doi:10.1371/journal.pone.0062708 · Cited by 22 · see citing works
Minzenberg, M., Watrous, A. J., Yoon, J. H., La, C., Ursu, S., & Carter, C. S. (2010) · Science · doi:10.1126/science.1177948 · Cited by 8 · see citing works
Glover (2000) · doi:10.1002/1522-2594(200007)44:1
Flagged first, then by citations
Research works printed but not linked: 1
- Szabadi E, Bradshaw CM (1996): Autonomic pharmacology of α2‐adrenoceptors. J Psychopharm 10:6–18. [Google Scholar]
Cited by
Sorted by citations
Joshi, S., Li, Y., Kalwani, R. M., & Gold, J. I. (2016) · Neuron · doi:10.1016/j.neuron.2015.11.028 · Cited by 1,387 · see citing works
Pupil fluctuations track rapid changes in adrenergic and cholinergic activity in cortex
Reimer, J., McGinley, M. J., Liu, Y., Rodenkirch, C., Wang, Q., McCormick, D. A., & Tolias, A. S. (2016) · Nature Communications · doi:10.1038/ncomms13289 · Cited by 926 · see citing works
Shine, J. M., Bissett, P. G., Bell, P. T., Koyejo, O., Balsters, J. H., Gorgolewski, K. J., Moodie, C. A., & Poldrack, R. A. (2016) · Neuron · doi:10.1016/j.neuron.2016.09.018 · Cited by 886 · see citing works
Self-citationWaking state: rapid variations modulate neural and behavioral responses
McGinley, M. J., Vinck, M., Reimer, J., Batista-Brito, R., Zagha, E., Cadwell, C. R., Tolias, A. S., Cardin, J. A., & McCormick, D. A. (2015) · Neuron · doi:10.1016/j.neuron.2015.09.012 · Cited by 801 · see citing works
“…neurons have been reported to discharge in close relation to pupil diameter on a time scale of tens of seconds (Aston-Jones and Cohen, 2005; Murphy et al., 2014a) and electrical stimulation in the region of the locus coeruleus results in pupil dilation (Liu, Li, Wang, Society for…”
Beyond eye gaze: What else can eyetracking reveal about cognition and cognitive development?
Eckstein, M. K., Guerra-Carrillo, B., Singley, A. T. M., & Bunge, S. A. (2016) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2016.11.001 · Cited by 699 · see citing works
Mather, M., Clewett, D., Sakaki, M., & Harley, C. W. (2016) · Behavioral and Brain Sciences · doi:10.1017/s0140525x15000667 · Cited by 695 · see citing works
Pupil Size as a Window on Neural Substrates of Cognition
Joshi, S., & Gold, J. I. (2020) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2020.03.005 · Cited by 620 · see citing works
Alnæs, D., Sneve, M. H., Espeseth, T., Endestad, T., van de Pavert, S. H., & Laeng, B. (2014) · Journal of Vision · doi:10.1167/14.4.1 · Cited by 497 · see citing works
The Locus Coeruleus: Essential for Maintaining Cognitive Function and the Aging Brain
Mather, M., & Harley, C. W. (2016) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2016.01.001 · Cited by 485 · see citing works
Pupil-linked arousal is driven by decision uncertainty and alters serial choice bias
Urai, A. E., Braun, A., & Donner, T. H. (2017) · Nature Communications · doi:10.1038/ncomms14637 · Cited by 466 · see citing works
A multifaceted investigation of the link between mental fatigue and task disengagement
Hopstaken, J. F., van der Linden, D., Bakker, A. B., & Kompier, M. A. J. (2014) · Psychophysiology · doi:10.1111/psyp.12339 · Cited by 454 · see citing works
Winn, M. B., Wendt, D., Koelewijn, T., & Kuchinsky, S. E. (2018) · Trends in Hearing · doi:10.1177/2331216518800869 · Cited by 346 · see citing works
A circuit for pupil orienting responses: implications for cognitive modulation of pupil size
Wang, C., & Munoz, D. P. (2015) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2015.03.018 · Cited by 333 · see citing works
Computations of uncertainty mediate acute stress responses in humans
de Berker, A. O., Rutledge, R. B., Mathys, C., Marshall, L., Cross, G. F., Dolan, R. J., & Bestmann, S. (2016) · Nature Communications · doi:10.1038/ncomms10996 · Cited by 330 · see citing works
Mechanisms underlying gain modulation in the cortex
Ferguson, K. A., & Cardin, J. A. (2020) · Nature Reviews Neuroscience · doi:10.1038/s41583-019-0253-y · Cited by 327 · see citing works
Rapid Reconfiguration of the Functional Connectome after Chemogenetic Locus Coeruleus Activation
Zerbi, V., Floriou‐Servou, A., Markicevic, M., Vermeiren, Y., Sturman, O., Privitera, M., von Ziegler, L., Ferrari, K. D., Weber, B., Deyn, P. P. D., et al. (2019) · Neuron · doi:10.1016/j.neuron.2019.05.034 · Cited by 322 · see citing works
Dynamic modulation of decision biases by brainstem arousal systems
de Gee, J. W., Colizoli, O., Kloosterman, N. A., Knapen, T. H. J., Nieuwenhuis, S., & Donner, T. H. (2017) · eLife · doi:10.7554/elife.23232 · Cited by 312 · see citing works
Arousal Effects on Pupil Size, Heart Rate, and Skin Conductance in an Emotional Face Task
Wang, C., Baird, T., Huang, J. C. H., Coutinho, J., Brien, D. C., & Munoz, D. P. (2018) · Frontiers in Neurology · doi:10.3389/fneur.2018.01029 · Cited by 312 · see citing works
The Pupil Dilation Response to Auditory Stimuli: Current State of Knowledge
Zekveld, A. A., Koelewijn, T., & Kramer, S. E. (2018) · Trends in Hearing · doi:10.1177/2331216518777174 · Cited by 309 · see citing works
Pupillary correlates of lapses of sustained attention
Nash Unsworth, A., & Robison, M. K. (2016) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-016-0417-4 · Cited by 289 · see citing works
Neuromodulatory Correlates of Pupil Dilation
Larsen, R. S., & Waters, J. (2018) · Frontiers in Neural Circuits · doi:10.3389/fncir.2018.00021 · Cited by 263 · see citing works
Nash Unsworth, A., & Robison, M. K. (2017) · Psychonomic Bulletin & Review · doi:10.3758/s13423-016-1220-5 · Cited by 255 · see citing works
Locus coeruleus norepinephrine activity mediates sensory-evoked awakenings from sleep
Hayat, H., Regev, N., Matosevich, N., Sales, A. C., Paredes-Rodriguez, E., Krom, A. J., Bergman, L., Li, Y., Lavigne, M., Kremer, E. J., et al. (2020) · Science Advances · doi:10.1126/sciadv.aaz4232 · Cited by 255 · see citing works
The window of my eyes: Task disengagement and mental fatigue covary with pupil dynamics
Hopstaken, J. F., van der Linden, D., Bakker, A. B., & Kompier, M. A. J. (2015) · Biological Psychology · doi:10.1016/j.biopsycho.2015.06.013 · Cited by 251 · see citing works
Pupillometry as an integrated readout of distinct attentional networks
Strauch, C., Wang, C., Einhäuser, W., der Stigchel, S. V., & Naber, M. (2022) · Trends in Neurosciences · doi:10.1016/j.tins.2022.05.003 · Cited by 238 · see citing works
Methods in cognitive pupillometry: Design, preprocessing, and statistical analysis
Mathôt, S., & Vilotijević, A. (2022) · Behavior Research Methods · doi:10.3758/s13428-022-01957-7 · Cited by 235 · see citing works
Pupil Diameter Tracks Lapses of Attention
van den Brink, R. L., Murphy, P. R., & Nieuwenhuis, S. (2016) · PLoS ONE · doi:10.1371/journal.pone.0165274 · Cited by 226 · see citing works
Self-citationMapping and correcting the influence of gaze position on pupil size measurements
Hayes, T. R., & Petrov, A. A. (2015) · Behavior Research Methods · doi:10.3758/s13428-015-0588-x · Cited by 225 · see citing works
The role of the locus coeruleus in the generation of pathological anxiety
Morris, L. S., McCall, J. G., Charney, D. S., & Murrough, J. W. (2020) · Brain and Neuroscience Advances · doi:10.1177/2398212820930321 · Cited by 224 · see citing works
Clewett, D., Lee, T., Greening, S. G., Ponzio, A., Margalit, E., & Mather, M. (2015) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2015.09.019 · Cited by 223 · see citing works
Short- and long-lasting consequences of novelty, deviance and surprise on brain and cognition
Schomaker, J., & Meeter, M. (2015) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2015.05.002 · Cited by 213 · see citing works
Liu, Y., Rodenkirch, C., Moskowitz, N., Schriver, B. J., & Wang, Q. (2017) · Cell Reports · doi:10.1016/j.celrep.2017.08.094 · Cited by 212 · see citing works
Sharon, O., Fahoum, F., & Nir, Y. (2020) · Journal of Neuroscience · doi:10.1523/jneurosci.1361-20.2020 · Cited by 205 · see citing works
Pupil-Linked Arousal Determines Variability in Perceptual Decision Making
Murphy, P. R., Vandekerckhove, J., & Nieuwenhuis, S. (2014) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1003854 · Cited by 197 · see citing works
Self-citationGlobal gain modulation generates time-dependent urgency during perceptual choice in humans
Murphy, P. R., Boonstra, E., & Nieuwenhuis, S. (2016) · Nature Communications · doi:10.1038/ncomms13526 · Cited by 196 · see citing works
Self-citationNoradrenergic Modulation of Fear Conditioning and Extinction
Giustino, T. F., & Maren, S. (2018) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2018.00043 · Cited by 189 · see citing works
How do memory systems detect and respond to novelty?
Kafkas, A., & Montaldi, D. (2018) · Neuroscience Letters · doi:10.1016/j.neulet.2018.01.053 · Cited by 185 · see citing works
Unexpected arousal modulates the influence of sensory noise on confidence
Allen, M., Frank, D., Schwarzkopf, D. S., Fardo, F., Winston, J. S., Hauser, T. U., & Rees, G. (2016) · eLife · doi:10.7554/elife.18103 · Cited by 182 · see citing works
A neuro-metabolic account of why daylong cognitive work alters the control of economic decisions
Wiehler, A., Branzoli, F., Adanyeguh, I. M., Mochel, F., & Pessiglione, M. (2022) · Current Biology · doi:10.1016/j.cub.2022.07.010 · Cited by 178 · see citing works
Shine, J. M., Aburn, M. J., Breakspear, M. J., & Poldrack, R. A. (2018) · eLife · doi:10.7554/elife.31130 · Cited by 175 · see citing works
The Role of the Locus Coeruleus in Pain and Associated Stress-Related Disorders
Suárez‐Pereira, I., Llorca-Torralba, M., Bravo, L., Camarena-Delgado, C., Soriano‐Mas, C., & Berrocoso, E. (2021) · Biological Psychiatry · doi:10.1016/j.biopsych.2021.11.023 · Cited by 174 · see citing works
Bellato, A., Arora, I., Hollis, C., & Groom, M. J. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2019.11.001 · Cited by 172 · see citing works
Breton‐Provencher, V., Drummond, G. T., & Sur, M. (2021) · Frontiers in Neural Circuits · doi:10.3389/fncir.2021.638007 · Cited by 172 · see citing works
Zekveld, A. A., Heslenfeld, D. J., Johnsrude, I. S., Versfeld, N. J., & Kramer, S. E. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.06.069 · Cited by 168 · see citing works
Tracking arousal state and mind wandering with pupillometry
Nash Unsworth, A., & Robison, M. K. (2018) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-018-0594-4 · Cited by 168 · see citing works
Noradrenergic dysregulation in the pathophysiology of PTSD
Hendrickson, R. C., & Raskind, M. A. (2016) · Experimental Neurology · doi:10.1016/j.expneurol.2016.05.014 · Cited by 168 · see citing works
Pupil size tracks perceptual content and surprise
Kloosterman, N. A., Meindertsma, T., van Loon, A. M., Lamme, V. A. F., Bonneh, Y. S., & Donner, T. H. (2015) · European Journal of Neuroscience · doi:10.1111/ejn.12859 · Cited by 166 · see citing works
Pharmacological Fingerprints of Contextual Uncertainty
Marshall, L., Mathys, C., Ruge, D., de Berker, A. O., Dayan, P., Stephan, K. E., & Bestmann, S. (2016) · PLOS Biology · doi:10.1371/journal.pbio.1002575 · Cited by 158 · see citing works
High-resolution in vivo imaging of human locus coeruleus by magnetization transfer MRI at 3T and 7T
Priovoulos, N., Jacobs, H. I. L., Ivanov, D., Uludaǧ, K., Verhey, F. R. J., & Poser, B. A. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2017.07.045 · Cited by 158 · see citing works
Magnetic resonance imaging of the human locus coeruleus: A systematic review
Liu, K. Y., Marijatta, F., Hämmerer, D., Acosta‐Cabronero, J., Düzel, E., & Howard, R. J. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2017.10.023 · Cited by 158 · see citing works
The activation of interactive attentional networks
Xuan, B., Mackie, M., Spagna, A., Wu, T., Tian, Y., Hof, P. R., & Fan, J. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.01.017 · Cited by 157 · see citing works
Pupil-linked arousal signals track the temporal organization of events in memory
Clewett, D., Gasser, C., & Davachi, L. (2020) · Nature Communications · doi:10.1038/s41467-020-17851-9 · Cited by 154 · see citing works
Locus Coeruleus Activity Strengthens Prioritized Memories Under Arousal
Clewett, D. V., Huang, R., Velasco, R., Lee, T.-H., & Mather, M. (2018) · The Journal of Neuroscience · doi:10.1523/jneurosci.2097-17.2017 · Cited by 152 · see citing works
Nash Unsworth, A., & Robison, M. K. (2017) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/xlm0000421 · Cited by 149 · see citing works
Mineault, P. J., Tring, E., Trachtenberg, J. T., & Ringach, D. L. (2016) · The Journal of Neuroscience · doi:10.1523/jneurosci.0430-16.2016 · Cited by 148 · see citing works
Why is everyone talking about brain state?
Greene, A. S., Horien, C. L., Barson, D. G., Scheinost, D., & Constable, R. T. (2023) · Trends in Neurosciences · doi:10.1016/j.tins.2023.04.001 · Cited by 148 · see citing works
Szabadi, E. (2018) · Frontiers in Neurology · doi:10.3389/fneur.2018.01069 · Cited by 145 · see citing works
Bell, L., Vogt, J., Willemse, C., Routledge, T., Butler, L. T., & Sakaki, M. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.01655 · Cited by 143 · see citing works
Pupillary Responses as a Biomarker of Early Risk for Alzheimer’s Disease
Granholm, E. L., Panizzon, M. S., Elman, J. A., Jak, A. J., Hauger, R. L., Bondi, M. W., Lyons, M. J., Franz, C. E., & Kremen, W. S. (2017) · Journal of Alzheimer s Disease · doi:10.3233/jad-161078 · Cited by 140 · see citing works
Curiosity in old age: A possible key to achieving adaptive aging
Sakaki, M., Yagi, A., & Murayama, K. (2018) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2018.03.007 · Cited by 139 · see citing works
Schneider, M., Hathway, P., Leuchs, L., Sämann, P. G., Czisch, M., & Spoormaker, V. I. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.06.011 · Cited by 138 · see citing works
The relationship between baseline pupil size and intelligence
Tsukahara, J. S., Harrison, T. L., & Engle, R. W. (2016) · Cognitive Psychology · doi:10.1016/j.cogpsych.2016.10.001 · Cited by 138 · see citing works
Locus coeruleus-norepinephrine modulation of sensory processing and perception: A focused review
McBurney-Lin, J., Lu, J., Zuo, Y., & Yang, H. (2019) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2019.06.009 · Cited by 137 · see citing works
When attention wanders: Pupillometric signatures of fluctuations in external attention
Konishi, M., Brown, K., Battaglini, L., & Smallwood, J. (2017) · Cognition · doi:10.1016/j.cognition.2017.06.006 · Cited by 136 · see citing works
Warren, C. M., Tona, K., Ouwerkerk, L., van Paridon, J., Poletiek, F. H., van Steenbergen, H., Bosch, J. A., & Nieuwenhuis, S. (2018) · Brain stimulation · doi:10.1016/j.brs.2018.12.224 · Cited by 136 · see citing works
Yellin, D., Berkovich‐Ohana, A., & Malach, R. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.11.034 · Cited by 129 · see citing works
High-speed volumetric two-photon fluorescence imaging of neurovascular dynamics
Fan, J. L., Rivera, J. A., Sun, W., Peterson, J., Haeberle, H., Rubin, S., & Ji, N. (2020) · Nature Communications · doi:10.1038/s41467-020-19851-1 · Cited by 129 · see citing works
The transformative power of music: Insights into neuroplasticity, health, and disease
Zaatar, M. T., Alhakim, K., Enayeh, M., & Tamer, R. (2023) · Brain Behavior & Immunity - Health · doi:10.1016/j.bbih.2023.100716 · Cited by 129 · see citing works
Infant and adult pupil dilation in response to unexpected sounds
Wetzel, N., Buttelmann, D., Schieler, A., & Widmann, A. (2015) · Developmental Psychobiology · doi:10.1002/dev.21377 · Cited by 128 · see citing works
Listening effort: Are we measuring cognition or affect, or both?
Francis, A. L., & Love, J. (2019) · Wiley Interdisciplinary Reviews Cognitive Science · doi:10.1002/wcs.1514 · Cited by 128 · see citing works
Tallon‐Baudry, C., Campana, F., Park, H.-D., & Babo-Rebelo, M. (2017) · Cortex · doi:10.1016/j.cortex.2017.05.019 · Cited by 125 · see citing works
Liu, K. Y., Kievit, R., Tsvetanov, K. A., Betts, M. J., Düzel, E., Rowe, J. B., Cam-CAN, TYLER, L. K., Brayne, C., Bullmore, E. T., et al. (2020) · Nature Communications · doi:10.1038/s41467-020-15410-w · Cited by 125 · see citing works
Pupil-linked phasic arousal predicts a reduction of choice bias across species and decision domains
de Gee, J. W., Tsetsos, K., Schwabe, L., Urai, A. E., McCormick, D. A., McGinley, M. J., & Donner, T. H. (2020) · eLife · doi:10.7554/elife.54014 · Cited by 125 · see citing works
GazeR: A Package for Processing Gaze Position and Pupil Size Data
Geller, J., Mirman, D., Mahr, T., & Winn, M. (2020) · Behavior Research Methods · doi:10.3758/s13428-020-01374-8 · Cited by 123 · see citing works
Bast, N., Poustka, L., & Freitag, C. M. (2018) · European Journal of Neuroscience · doi:10.1111/ejn.13795 · Cited by 121 · see citing works
Real-world stress resilience is associated with the responsivity of the locus coeruleus
Grueschow, M., Stenz, N., Thörn, H., Ehlert, U., Breckwoldt, J., Brodmann Maeder, M., Exadaktylos, A. K., Bingisser, R., Ruff, C. C., & Kleim, B. (2021) · Nature Communications · doi:10.1038/s41467-021-22509-1 · Cited by 116 · see citing works
Music chills: The eye pupil as a mirror to music’s soul
Laeng, B., Eidet, L. M., Sulutvedt, U., & Panksepp, J. (2016) · Consciousness and Cognition · doi:10.1016/j.concog.2016.07.009 · Cited by 115 · see citing works
Effects of Altered Excitation-Inhibition Balance on Decision Making in a Cortical Circuit Model
Lam, N. H., Borduqui, T., Hallak, J. E. C., Roque, A. C., Anticevic, A., Krystal, J. H., Wang, X., & Murray, J. D. (2021) · Journal of Neuroscience · doi:10.1523/jneurosci.1371-20.2021 · Cited by 115 · see citing works
Graded recruitment of pupil-linked neuromodulation by parametric stimulation of the vagus nerve
Mridha, Z., de Gee, J. W., Shi, Y., Alkashgari, R., Williams, J. C., Suminski, A. J., Ward, M. P., Zhang, W., & McGinley, M. J. (2021) · Nature Communications · doi:10.1038/s41467-021-21730-2 · Cited by 114 · see citing works
Pupil diameter is not an accurate real-time readout of locus coeruleus activity
Megemont, M., McBurney-Lin, J., & Yang, H. (2022) · eLife · doi:10.7554/elife.70510 · Cited by 115 · see citing works
The Pupil as Marker of Cognitive Processes
Einhäuser, W. (2016) · Cognitive science and technology · doi:10.1007/978-981-10-0213-7_7 · Cited by 112 · see citing works
Echoes of Emotions Past: How Neuromodulators Determine What We Recollect
Clewett, D. V., & Murty, V. P. (2019) · eNeuro · doi:10.1523/eneuro.0108-18.2019 · Cited by 99 · see citing works
Pfeffer, T. A., Keitel, C., Kluger, D. S., Keitel, A., Russmann, A., Thut, G., Donner, T. H., & Groß, J. (2022) · eLife · doi:10.7554/elife.71890 · Cited by 112 · see citing works
Rondeel, E. W. M., van Steenbergen, H., Holland, R. W., & van Knippenberg, A. (2015) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2015.00494 · Cited by 110 · see citing works
McMorris, T. (2021) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2021.10.005 · Cited by 107 · see citing works
Pupillometry reveals changes in physiological arousal during a sustained listening task
McGarrigle, R., Dawes, P., Stewart, A. J., Kuchinsky, S. E., & Munro, K. J. (2016) · Psychophysiology · doi:10.1111/psyp.12772 · Cited by 105 · see citing works
Liu, Q., Balsters, J. H., Bächinger, M., van der Groen, O., Wenderoth, N., & Mantini, D. (2015) · Journal of Neural Engineering · doi:10.1088/1741-2560/12/5/056012 · Cited by 103 · see citing works
Self-citationCoupling of respiration and attention via the locus coeruleus: effects of meditation and pranayama.
Melnychuk, M. C., Dockree, P. M., O'Connell, R. G., Murphy, P. R., Balsters, J. H., & Robertson, I. H. (2018) · Psychophysiology · doi:10.1111/psyp.13091 · Cited by 101 · see citing works
Self-citationDisentangling reward anticipation with simultaneous pupillometry / fMRI
Schneider, M., Leuchs, L., Czisch, M., Sämann, P. G., & Spoormaker, V. I. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.04.078 · Cited by 100 · see citing works
Adaptive circuit dynamics across human cortex during evidence accumulation in changing environments
Murphy, P. R., Wilming, N., Hernandez-Bocanegra, D. C., Prat-Ortega, G., & Donner, T. H. (2021) · Nature Neuroscience · doi:10.1038/s41593-021-00839-z · Cited by 99 · see citing works
Self-citationDebates on the dorsomedial prefrontal/dorsal anterior cingulate cortex: insights for future research
Clairis, N., & Lopez‐Persem, A. (2023) · Brain · doi:10.1093/brain/awad263 · Cited by 97 · see citing works
Pupil dilation as an index of preferred mutual gaze duration
Binetti, N., Harrison, C., Coutrot, A., Johnston, A., & Mareschal, I. (2016) · Royal Society Open Science · doi:10.1098/rsos.160086 · Cited by 95 · see citing works
Sleep deprivation increases the costs of attentional effort: Performance, preference and pupil size
Massar, S. A. A., Lim, J., Sasmita, K., & Chee, M. W. L. (2018) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2018.03.032 · Cited by 95 · see citing works
Palamarchuk, I. S., & Vaillancourt, T. (2021) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2021.719674 · Cited by 95 · see citing works
Relating Pupil Dilation and Metacognitive Confidence during Auditory Decision-Making
Lempert, K. M., Chen, Y. L., & Fleming, S. M. (2015) · PLoS ONE · doi:10.1371/journal.pone.0126588 · Cited by 94 · see citing works
Neurobehavioral meaning of pupil size
Grujic, N., Polanía, R. H., & Burdakov, D. (2024) · Neuron · doi:10.1016/j.neuron.2024.05.029 · Cited by 93 · see citing works
Catecholaminergic Regulation of Learning Rate in a Dynamic Environment
Jepma, M., Murphy, P. R., Nassar, M. R., Rangel-Gomez, M., Meeter, M., & Nieuwenhuis, S. (2016) · PLOS Computational Biology · doi:10.1371/journal.pcbi.1005171 · Cited by 91 · see citing works
Self-citationCicco, V. D., Fantozzi, M. P. T., Cataldo, E., Barresi, M., Bruschini, L., Faraguna, U., & Manzoni, D. (2018) · Frontiers in Neuroanatomy · doi:10.3389/fnana.2017.00130 · Cited by 91 · see citing works
In vivo visualization of the locus coeruleus in humans: quantifying the test–retest reliability
Tona, K., Keuken, M. C., de Rover, M., Lakke, E. A. J. F., Forstmann, B. U., Nieuwenhuis, S., & van Osch, M. J. P. (2017) · Brain Structure and Function · doi:10.1007/s00429-017-1464-5 · Cited by 89 · see citing works
van Kempen, J., Loughnane, G. M., Newman, D. P., Kelly, S. P., Thiele, A., O’Connell, R. G., & Bellgrove, M. A. (2019) · eLife · doi:10.7554/elife.42541 · Cited by 88 · see citing works
Self-citation
- Authors
- Murphy, P. R., O'Connell, R. G., O'Sullivan, M., Robertson, I. H., & Balsters, J. H.
- Affiliations
- Trinity College Dublin (IE)
- Trinity College Institute of Neuroscience and School of Psychology Trinity College Dublin Dublin 2 Ireland
- Venue
- Human Brain Mapping
- Publisher
- Wiley
- Published
- 2014-02-07
- Volume
- 35
- Issue
- 8
- Pages
- 4140-4154
- ISSN
- 1065-9471 (ISSN-L)
- 1097-0193
- PMC
- PMC6869043
- OpenAlex
- W1601100579
- Cited by
- 819
- References
- 77
- Citations by year
- 2026: 77 · 2025: 71 · 2024: 83 · 2023: 81 · 2022: 83 · 2021: 85 · 2020: 79 · 2019: 64 · 2018: 60 · 2017: 56 · 2016: 48 · 2015: 24 · 2014: 8
- FWCI
- 20.71
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Human Brain Mapping (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Irish Research Council for Science, Engineering and Technology
- Topics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Keywords
- locus coeruleus, noradrenergic system, pupil size, pupillometry, BOLD signal, oddball paradigm, stimulus relevance
- MeSH terms
- Adult, Attention, Brain Mapping, Cerebrovascular Circulation, Female, Humans, Locus Coeruleus, Magnetic Resonance Imaging, Male, Middle Aged, Monitoring, Physiologic, Neuropsychological Tests, Oxygen, Pupil, Rest, Signal Processing, Computer-Assisted, Visual Perception, 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.
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