Oxytocin enhances attention to the eye region in rhesus monkeys
Open accessAbstract
Human and non-human primates rely on the ability to perceive and interpret facial expressions to guide effective social interactions. The neuropeptide oxytocin (OT) has been shown to have a critical role in the perception of social cues, and in humans to increase the number of saccades to the eye region. To develop a useful primate model for the effects of OT on information processing, we investigated the influence of OT on gaze behavior during face processing in rhesus macaques. Forty-five minutes after a single intranasal dose of either 24IU OT or saline, monkeys completed a free-viewing task during which they viewed pictures of conspecifics displaying one of three facial expressions (neutral, open-mouth threat or bared-teeth) for 5 s. The monkey was free to explore the face on the screen while the pattern of eye movements was recorded. OT did not increase overall fixations to the face compared to saline. Rather, when monkeys freely viewed conspecific faces, OT increased fixations to the eye region relative to the mouth region. This effect of OT was particularly pronounced when face position on the screen was manipulated so that the eye region was not the first facial feature seen by the monkeys. Together these findings are consistent with prior evidence in humans that intranasal administration of OT specifically enhances visual attention to the eye region compared to other informative facial features, thus validating the use of non-human primates to mechanistically explore how OT modulates social information processing and behavior.
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IN-OXT treatment increases gaze following, increases socially oriented gaze, and alters social attention in a wide variety of contexts in macaques.
“This work provides anatomical support for other findings in macaques, which indicate that IN-OXT treatment increases gaze following67, increases socially oriented gaze68, and alters social attention in a wide variety of contexts69–74.”
From Effect of age and autism spectrum disorder on oxytocin receptor density in the human basal forebrain and midbrain (2018) · cites this paper as [74]
The conventional dose of OT used in both humans and nonhuman primates is 24 IU.
“For OT (O3251; Sigma), we chose the conventional dose of 24 IU used in both humans and nonhuman primates (34, 64).”
From Oxytocin under opioid antagonism leads to supralinear enhancement of social attention (2017) · cites this paper as [64]
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Cites
Induced root-secreted phenolic compounds as a belowground plant defense
Lanoue, A., Burlat, V., Schurr, U., & Röse, U. S. R. (2010) · Plant Signaling & Behavior · doi:10.4161/psb.5.8.12337 · Cited by 5,462 · see citing works
The oxytocin receptor system: structure, function, and regulation
Gimpl, G., & Fahrenholz, F. (2001) · Physiological Reviews · doi:10.1152/physrev.2001.81.2.629 · Cited by 3,089 · see citing works
Klin, A., Jones, W., Schultz, R., Volkmar, F., & Cohen, D. (2002) · Archives of General Psychiatry · doi:10.1001/archpsyc.59.9.809 · Cited by 2,120 · see citing works
Oxytocin, vasopressin, and the neurogenetics of sociality
Donaldson, Z. R., & Young, L. J. (2008) · Science · doi:10.1126/science.1158668 · Cited by 1,645 · see citing works
Oxytocin Modulates Neural Circuitry for Social Cognition and Fear in Humans
Kirsch, P., Esslinger, C., Chen, Q., Mier, D., Lis, S., Siddhanti, S., Gruppe, H., Mattay, V. S., Gallhofer, B., & Meyer-Lindenberg, A. (2005) · The Journal of Neuroscience · doi:10.1523/jneurosci.3984-05.2005 · Cited by 1,639 · see citing works
Social effects of oxytocin in humans: context and person matter
Bartz, J. A., Zaki, J., Bolger, N., & Ochsner, K. N. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.05.002 · Cited by 1,572 · cited 2× · see citing works
“ORIGINAL RESEARCH ARTICLE published: 03 March 2014 doi: 10.3389/fnins.2014.00041 Oxytocin enhances attention to the eye region in rhesus monkeys”
BackgroundInfluentialEye contact detection in humans from birth
Farroni, T., Csibra, G., Simion, F., & Johnson, M. H. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.152159999 · Cited by 1,442 · see citing works
Sniffing neuropeptides: A transnasal approach to the human brain
Born, J., Lange, T., Kern, W., McGregor, G. P., Bickel, U., & Fehm, H. L. (2002) · Nature Neuroscience · doi:10.1038/nn0602-849 · Cited by 1,356 · see citing works
Human neural systems for face recognition and social communication
Haxby, J. V., Hoffman, E. A., & Gobbini, M. I. (2002) · Biological Psychiatry · doi:10.1016/s0006-3223(01)01330-0 · Cited by 1,287 · see citing works
The Neuropeptide Oxytocin Regulates Parochial Altruism in Intergroup Conflict Among Humans
De Dreu, C. K. W., Greer, L. L., Handgraaf, M. J. J., Shalvi, S., Van Kleef, G. A., Baas, M., Ten Velden, F. S., Van Dijk, E., & Feith, S. W. W. (2010) · Science · doi:10.1126/science.1189047 · Cited by 1,148 · see citing works
Baron-Cohen, S., Wheelwright, S., & Jolliffe, T. (1997) · Visual Cognition · doi:10.1080/713756761 · Cited by 1,050 · see citing works
Insel, T. R. (2010) · Neuron · doi:10.1016/j.neuron.2010.03.005 · Cited by 1,044 · see citing works
Intranasal oxytocin improves emotion recognition for youth with autism spectrum disorders.
Guastella, A. J., Einfeld, S. L., Gray, K. M., Rinehart, N. J., Tonge, B. J., Lambert, T. J., & Hickie, I. B. (2010) · Biological Psychiatry · doi:10.1016/j.biopsych.2009.09.020 · Cited by 962 · see citing works
Promoting social behavior with oxytocin in high-functioning autism spectrum disorders.
Andari, E., Duhamel, J.-R., Zalla, T., Herbrecht, E., Leboyer, M., & Sirigu, A. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0910249107 · Cited by 941 · see citing works
Oxytocin increases gaze to the eye region of human faces
Guastella, A. J., Mitchell, P. B., & Dadds, M. R. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2007.06.026 · Cited by 798 · see citing works
Oxytocin attenuates amygdala responses to emotional faces regardless of valence
Domes, G., Heinrichs, M., Gläscher, J., Büchel, C., Braus, D. F., & Herpertz, S. C. (2007) · Biological Psychiatry · doi:10.1016/j.biopsych.2007.03.025 · Cited by 774 · cited 2× · see citing works
“OT also improves people’s ability to recognize others’ emotions when these judgments were based on presentations of the eye region of a masked face (Domes et al., 2007).”
BackgroundIntranasal Administration of Oxytocin Increases Envy and Schadenfreude (Gloating)
Shamay-Tsoory, S. G., Fischer, M., Dvash, J., Harari, H., Perach-Bloom, N., & Levkovitz, Y. (2009) · Biological Psychiatry · doi:10.1016/j.biopsych.2009.06.009 · Cited by 542 · see citing works
Effects of intranasal oxytocin on emotional face processing in women
Domes, G., Lischke, A., Berger, C., Grossmann, A., Hauenstein, K., Heinrichs, M., & Herpertz, S. C. (2010) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2009.06.016 · Cited by 521 · cited 3× · see citing works
“ORIGINAL RESEARCH ARTICLE published: 03 March 2014 doi: 10.3389/fnins.2014.00041 Oxytocin enhances attention to the eye region in rhesus monkeys”
BackgroundInfluentialIncreased brain and plasma oxytocin after nasal and peripheral administration in rats and mice
Neumann, I. D., Maloumby, R., Beiderbeck, D. I., Lukas, M., & Landgraf, R. (2013) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2013.03.003 · Cited by 511 · see citing works
Different amygdala subregions mediate valence-related and attentional effects of oxytocin in humans
Gamer, M., Zurowski, B., & Büchel, C. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1000985107 · Cited by 487 · cited 4× · see citing works
“Consistent with effects seen in humans (Challinor et al., 1994; Gamer et al., 2010; Kliemann et al., 2010, 2012; Arizpe et al., 2012), our findings indicated that varying the presentation location of the stimuli affects patterns of eye movements.”
BackgroundMethodInfluentialBrain Oxytocin Correlates with Maternal Aggression: link to Anxiety
Bosch, O. J., Meddle, S. L., Beiderbeck, D. I., Douglas, A. J., & Neumann, I. D. (2005) · The Journal of Neuroscience · doi:10.1523/jneurosci.1342-05.2005 · Cited by 439 · see citing works
Oxytocin Makes a Face in Memory Familiar
Rimmele, U., Hediger, K., Heinrichs, M., & Klaver, P. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.4260-08.2009 · Cited by 402 · see citing works
Guastella, A. J., Howard, A. L., Dadds, M. R., Mitchell, P., & Carson, D. S. (2009) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2009.01.005 · Cited by 366 · see citing works
Van IJzendoorn, M. H., & Bakermans-Kranenburg, M. J. (2012) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2011.07.008 · Cited by 365 · see citing works
Oxytocin enhances the encoding of positive social memories in humans.
Guastella, A. J., Mitchell, P. B., & Mathews, F. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.02.008 · Cited by 352 · see citing works
Neural Responses to Facial Expression and Face Identity in the Monkey Amygdala
Gothard, K. M., Battaglia, F. P., Erickson, C. A., Spitler, K. M., & Amaral, D. G. (2006) · Journal of Neurophysiology · doi:10.1152/jn.00714.2006 · Cited by 332 · see citing works
Declerck, C. H., Boone, C., & Kiyonari, T. (2010) · Hormones and Behavior · doi:10.1016/j.yhbeh.2010.01.006 · Cited by 331 · see citing works
Oxytocin improves specific recognition of positive facial expressions
Marsh, A. A., Yu, H. H., Pine, D. S., & Blair, R. J. R. (2010) · Psychopharmacology · doi:10.1007/s00213-010-1780-4 · Cited by 321 · see citing works
Post-learning intranasal oxytocin modulates human memory for facial identity
Savaskan, E., Ehrhardt, R., Schulz, A., Walter, M., & Schächinger, H. (2008) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2007.12.004 · Cited by 262 · see citing works
Chang, S. W. C., Barter, J. W., Ebitz, R. B., Watson, K. K., & Platt, M. L. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1114621109 · Cited by 252 · cited 5× · see citing works
“ORIGINAL RESEARCH ARTICLE published: 03 March 2014 doi: 10.3389/fnins.2014.00041 Oxytocin enhances attention to the eye region in rhesus monkeys”
BackgroundMethodResultInfluentialLischke, A., Berger, C., Prehn, K., Heinrichs, M., Herpertz, S. C., & Domes, G. (2012) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2011.07.015 · Cited by 221 · see citing works
Amygdala damage impairs eye contact during conversations with real people
Spezio, M. L., Huang, P.-Y. S., Castelli, F., & Adolphs, R. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.3789-06.2007 · Cited by 213 · see citing works
Eyes as the Center of Focus in the Visual Examination of Human Faces
Janik, S. W., Wellens, A. R., GOLDBERG, M. L., et al. (1978) · Perceptual and Motor Skills · doi:10.2466/pms.1978.47.3.857 · Cited by 196 · see citing works
Atypical Reflexive Gaze Patterns on Emotional Faces in Autism Spectrum Disorders
Kliemann, D., Dziobek, I., Hatri, A., Steimke, R., & Heekeren, H. R. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.0688-10.2010 · Cited by 194 · see citing works
Oxytocin increases amygdala reactivity to threatening scenes in females
Lischke, A., Gamer, M., Berger, C., Grossmann, A., Hauenstein, K., Heinrichs, M., Herpertz, S. C., & Domes, G. (2012) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2012.01.011 · Cited by 194 · see citing works
Central administration of oxytocin modulates the infant rats response to social isolation
Insel, T. R., & Winslow, J. (1991) · European Journal of Pharmacology · doi:10.1016/0014-2999(91)90806-2 · Cited by 185 · see citing works
The effect of intranasal administration of oxytocin on fear recognition
Fischer-Shofty, M., Shamay-Tsoory, S. G., Harari, H., & Levkovitz, Y. (2010) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2009.09.003 · Cited by 184 · see citing works
The role of the amygdala in atypical gaze on emotional faces in autism spectrum disorders
Kliemann, D., Dziobek, I., Hatri, A., Baudewig, J., & Heekeren, H. R. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.5294-11.2012 · Cited by 183 · see citing works
Emotion recognition and oxytocin in patients with schizophrenia
Averbeck, B. B., Bobin, T., Evans, S., & Shergill, S. S. (2011) · Psychological Medicine · doi:10.1017/s0033291711001413 · Cited by 144 · see citing works
Self-citationOxytocin blunts social vigilance in the rhesus macaque
Ebitz, R. B., Watson, K. K., & Platt, M. L. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1305230110 · Cited by 132 · see citing works
Neural activity in prefrontal cortex during copying geometrical shapes
Averbeck, B. B., Crowe, D. A., Chafee, M. V., & Georgopoulos, A. P. (2003) · Experimental Brain Research · doi:10.1007/s00221-003-1417-5 · Cited by 131 · see citing works
Self-citationNahm, F. K. D., Perret, A., Amaral, D. G., & Albright, T. D. (1997) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1997.9.5.611 · Cited by 131 · see citing works
Mikolajczak, M., Pinon, N., Lane, A., de Timary, P., & Luminet, O. (2010) · Biological Psychology · doi:10.1016/j.biopsycho.2010.05.010 · Cited by 129 · see citing works
Vicarious reinforcement in rhesus macaques (Macaca Mulatta)
Chang, S. W. C., Winecoff, A. A., & Platt, M. L. (2011) · Frontiers in Neuroscience · doi:10.3389/fnins.2011.00027 · Cited by 124 · cited 1× · see citing works
“This is similar to the dose previously found to affect socially relevant behaviors in monkeys (Chang et al., 2011) and humans (Kirsch et al., 2005; Guastella et al., 2008b; Rimmele et al., 2009; Evans et al., 2010).”
ResultIntranasal oxytocin selectively attenuates rhesus monkeys’ attention to negative facial expressions
Parr, L. A., Modi, M., Siebert, E., & Young, L. J. (2013) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2013.02.011 · Cited by 124 · see citing works
Visual scan patterns of rhesus monkeys viewing faces
Keating, C. F., & Keating, E. G. (1982) · Perception · doi:10.1068/p110211 · Cited by 117 · see citing works
Adjunctive intranasal oxytocin improves verbal memory in people with schizophrenia
Feifel, D., MacDonald, K. S., Cobb, P., & Minassian, A. (2012) · Schizophrenia Research · doi:10.1016/j.schres.2012.05.018 · Cited by 117 · see citing works
Mirror Neuron Activity Associated with Social Impairments but not Age in Autism Spectrum Disorder
Enticott, P. G., Kennedy, H. A., Rinehart, N., Tonge, B. J., Bradshaw, J. L., Taffe, J. R., Daskalakis, Z. J., & Fitzgerald, P. B. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2011.09.001 · Cited by 114 · see citing works
Goldman, M. B., Gomes, A. M., Carter, C. S., & Lee, R. (2011) · Psychopharmacology · doi:10.1007/s00213-011-2193-8 · Cited by 112 · see citing works
Neural activity in prefrontal cortex during copying geometrical shapes
Averbeck, B. B., Chafee, M. V., Crowe, D. A., & Georgopoulos, A. P. (2003) · Experimental Brain Research · doi:10.1007/s00221-003-1416-6 · Cited by 103 · see citing works
Self-citationOxytocin decreases aversion to angry faces in an associative learning task
Evans, S., Shergill, S. S., & Averbeck, B. B. (2010) · Neuropsychopharmacology · doi:10.1038/npp.2010.110 · Cited by 97 · see citing works
Self-citationMultiple perceptual strategies used by macaque monkeys for face recognition
Gothard, K. M., Brooks, K. N., & Peterson, M. A. (2008) · Animal Cognition · doi:10.1007/s10071-008-0179-7 · Cited by 86 · see citing works
Arizpe, J. M., Kravitz, D. J., Yovel, G., & Baker, C. I. (2012) · PLoS ONE · doi:10.1371/journal.pone.0031106 · Cited by 84 · see citing works
Ellenbogen, M. A., Linnen, A., Grumet, R., Cardoso, C., & Joober, R. (2012) · Psychophysiology · doi:10.1111/j.1469-8986.2011.01278.x · Cited by 82 · see citing works
Dynamic and Static Facial Expressions Decoded from Motion-Sensitive Areas in the Macaque Monkey
Nicholas Furl, A., Hadj‐Bouziane, F., Liu, N., Averbeck, B. B., & Ungerleider, L. G. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.1992-12.2012 · Cited by 81 · see citing works
Self-citationChallinor, S. M., Winters, S. J., & Amico, J. A. (1994) · Endocrine Research · doi:10.3109/07435809409030403 · Cited by 19 · see citing works
Does the Amygdala Mediate Oxytocin Effects on Socially Reinforced Learning?
Gamer, M. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.2847-10.2010 · Cited by 9 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Garrett R. A. Salcido R. Allen J. B. Moore R. W. (1997). Mild traumatic brain injury: developing standardized assessment and treatment strategies clears up clinical ambiguities. Rehab. Management 60– 69 10167687
Cited by
Sorted by citations
Johnson, Z. V., & Young, L. J. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2017.01.034 · Cited by 242 · see citing works
Freeman, S. M., Palumbo, M. C., Lawrence, R. H., Smith, A. L., Goodman, M. M., & Bales, K. L. (2018) · Translational Psychiatry · doi:10.1038/s41398-018-0315-3 · Cited by 82 · see citing works
Feeser, M., Fan, Y., Weigand, A., Hahn, A., Gärtner, M., Böker, H., Grimm, S., & Bajbouj, M. (2015) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2014.12.015 · Cited by 74 · see citing works
Oxytocin modulates fMRI responses to facial expression in macaques
Liu, N., Hadj-Bouziane, F., Jones, K. B., Turchi, J. N., Averbeck, B. B., & Ungerleider, L. G. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1508097112 · Cited by 65 · see citing works
Self-citationOxytocin under opioid antagonism leads to supralinear enhancement of social attention
Dal Monte, O., Piva, M., Anderson, K. M., Tringides, M., Holmes, A. J., & Chang, S. W. C. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1702725114 · Cited by 55 · see citing works
Self-citationPutnam, P. T., Roman, J. M., Zimmerman, P. E., & Gothard, K. M. (2016) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2016.05.016 · Cited by 53 · see citing works
Effect of distracting faces on visual selective attention in the monkey
Landman, R., Sharma, J., Sur, M., & Desimone, R. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1420167111 · Cited by 43 · see citing works
An integrated framework for the role of oxytocin in multistage social decision‐making
Piva, M., & Chang, S. W. C. (2018) · American Journal of Primatology · doi:10.1002/ajp.22735 · Cited by 38 · see citing works
“…numerous studies have indicated that OT specifically enhances attention to the eyes and often reduces attention to areas such as the mouth (Dal Monte et al., 2014, 2017; Guastella et al., 2008), which is at odds with the notion that OT increases broad salience of social cues and seems to…”
BackgroundIntranasal oxytocin modulates neural functional connectivity during human social interaction
Rilling, J. K., Chen, X., Chen, X., & Haroon, E. (2018) · American Journal of Primatology · doi:10.1002/ajp.22740 · Cited by 40 · see citing works
Bridging the gap between rodents and humans: The role of non‐human primates in oxytocin research
Putnam, P. T., Young, L. J., & Gothard, K. M. (2018) · American Journal of Primatology · doi:10.1002/ajp.22756 · Cited by 28 · see citing works
“The innate preference for the eyes is further enhanced by IN OT in both species (Auyeung et al., 2015; Dal Monte, Noble, Costa, et al., 2014; Guastella et al., 2008).”
BackgroundMethodEffects of chronic oxytocin on attention to dynamic facial expressions in infant macaques
Parr, L. A., Brooks, J. M., Jonesteller, T., Moss, S., Jordano, J. O., & Heitz, T. R. (2016) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2016.08.028 · Cited by 23 · see citing works
- Authors
- Dal Monte, O., Noble, P. L., Costa, V. D., & Averbeck, B. B.
- Affiliations
- National Institutes of Health (US)
- Corresponding author
- Averbeck, Bruno B.
- Venue
- Frontiers in Neuroscience
- Publisher
- Frontiers Media SA
- Published
- 2014
- Volume
- 8
- Pages
- 41-41
- ISSN
- 1662-453X (ISSN-L)
- PMC
- PMC3939446
- OpenAlex
- W1978862899
- Cited by
- 80
- References
- 57
- Citations by year
- 2026: 4 · 2025: 3 · 2024: 4 · 2023: 6 · 2022: 5 · 2021: 9 · 2020: 5 · 2019: 5 · 2018: 11 · 2017: 9 · 2016: 7 · 2015: 6 · 2014: 5 · 2012: 1
- FWCI
- 13.31
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Frontiers in Neuroscience (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Institutional Research Information System University of Turin (University of Turin) (submittedVersion)
- Funders
- National Institute of Mental Health
- Topics
- Social Sciences › Psychology › Social Psychology › Neuroendocrine regulation and behavior
- Life Sciences › Neuroscience › Cognitive Neuroscience › Face Recognition and Perception
- Social Sciences › Psychology › Social Psychology › Primate Behavior and Ecology
- Keywords
- oxytocin, gaze behavior, face processing, facial expressions, rhesus monkeys, social information processing, intranasal administration, fixation, saccades, nonhuman primate model
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