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Neurons in the human amygdala encode face identity, but not gaze direction

Nature Neuroscience volume 18, pages 1568–1570 (2015)Cite this article

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Abstract

The amygdala is important for face processing, and direction of eye gaze is one of the most socially salient facial signals. Recording from over 200 neurons in the amygdala of neurosurgical patients, we found robust encoding of the identity of neutral-expression faces, but not of their direction of gaze. Processing of gaze direction may rely on a predominantly cortical network rather than the amygdala.

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Figure 1: Responses of a single neuron in the amygdala to different persons and head/gaze directions.
Figure 2: Human amygdala neurons encode stimulus identity rather than gaze direction.

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References

  1. Emery, N.J. Neurosci. Biobehav. Rev. 24, 581–604 (2000).

    Article  CAS  Google Scholar 

  2. Nummenmaa, L. & Calder, A. Trends Cogn. Sci. 13, 135–143 (2009).

    Article  Google Scholar 

  3. Young, A.W. et al. Brain 118, 15–24 (1995).

    Article  Google Scholar 

  4. Adolphs, R., Tranel, D. & Damasio, A.R. Nature 393, 470–474 (1998).

    Article  CAS  Google Scholar 

  5. Kawashima, R. et al. Brain 122, 779–783 (1999).

    Article  Google Scholar 

  6. Straube, T., Langohr, B., Schmidt, S., Metzel, H.-J. & Miltner, W.H.R. Neuroimage 49, 2680–2686 (2010).

    Article  Google Scholar 

  7. Sauer, A., Mothes-Lasch, M., Miltner, W.H.R. & Straube, T. Soc. Cogn. Affect. Neurosci. 9, 1246–1252 (2014).

    Article  Google Scholar 

  8. Hooker, C.I. et al. Brain Res. Cogn. Brain Res. 17, 406–418 (2003).

    Article  Google Scholar 

  9. Nummenmaa, L., Engell, A.D., von dem Hagen, E.A.H., Henson, R.N.A. & Calder, A.J. Neuroimage 59, 3356–3363 (2012).

    Article  Google Scholar 

  10. Tottenham, N. et al. Soc. Cogn. Affect. Neurosci. 9, 106–117 (2014).

    Article  Google Scholar 

  11. Rutishauser, U. et al. Neuron 80, 887–899 (2013).

    Article  CAS  Google Scholar 

  12. Adams, R.B., Gordon, H.L., Baird, A.A., Ambady, N. & Kleck, R.E. Science 300, 1536 (2003).

    Article  CAS  Google Scholar 

  13. Kreiman, G., Koch, C. & Fried, I. Nat. Neurosci. 3, 946–953 (2000).

    Article  CAS  Google Scholar 

  14. Kriegeskorte, N. et al. Neuron 60, 1126–1141 (2008).

    Article  CAS  Google Scholar 

  15. Brothers, L. & Ring, B. Behav. Brain Res. 57, 53–61 (1993).

    Article  CAS  Google Scholar 

  16. Tazumi, T., Hori, E., Maior, R.S., Ono, T. & Nishijo, H. Neuroscience 169, 287–301 (2010).

    Article  CAS  Google Scholar 

  17. Hoffman, K.L., Gothard, K.M., Schmid, M.C. & Logothetis, N.K. Curr. Biol. 17, 766–772 (2007).

    Article  CAS  Google Scholar 

  18. Mosher, C.P., Zimmerman, P.E. & Gothard, K.M. Curr. Biol. 24, 2459–2464 (2014).

    Article  CAS  Google Scholar 

  19. Sato, W. et al. PLoS ONE 6, e28188 (2011).

    Article  CAS  Google Scholar 

  20. Whalen, P.J. et al. Science 306, 2061 (2004).

    Article  CAS  Google Scholar 

  21. Mormann, F. et al. Nat. Neurosci. 14, 1247–1249 (2011).

    Article  CAS  Google Scholar 

  22. Quiroga, R.Q., Nadasdy, Z. & Ben-Shaul, Y. Neural Comput. 16, 1661–1687 (2004).

    Article  Google Scholar 

  23. Jenkinson, M., Beckmann, C.F., Behrens, T.E., Woolrich, M.W. & Smith, S.M. Neuroimage 62, 782–790 (2012).

    Article  Google Scholar 

  24. Kiani, R., Esteky, H., Mirpour, K. & Tanaka, K. J. Neurophysiol. 97, 4296–4309 (2007).

    Article  Google Scholar 

  25. Kriegeskorte, N. et al. Neuron 60, 1126–1141 (2008).

    Article  CAS  Google Scholar 

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Acknowledgements

We thank all patients for their participation and B. Samimizad for assistance with the spike sorting. This research was supported by the Volkswagen Foundation and the German Research Council (DFG, MO 930/4-1 and SFB 1089), a Conte Center grant from NIMH (P50 MH094258), and a grant from the Simons Foundation (SFARI Director's award).

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Authors and Affiliations

  1. Department of Epileptology, University of Bonn, Bonn, Germany

    Florian Mormann, Johannes Niediek, Carlos M Quesada & Christian E Elger

  2. Division of Humanities and Social Sciences, Division of Biology, California Institute of Technology, Pasadena, California, USA

    Oana Tudusciuc & Ralph Adolphs

  3. Department of Neurosurgery, Stereotaxy and MR-based Operative Techniques, University of Bonn, Bonn, Germany

    Volker A Coenen

Authors
  1. Florian Mormann
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  4. Carlos M Quesada
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  5. Volker A Coenen
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  6. Christian E Elger
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  7. Ralph Adolphs
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Contributions

F.M. and R.A. designed the study. F.M. and O.T. implemented the experimental procedure. V.A.C. and F.M. carried out the neurosurgical procedures. F.M. and J.N. collected the electrophysiological data. F.M. analyzed the electrophysiological data. C.M.Q., J.N., C.E.E. and F.M. verified electrode locations. R.A. and F.M. wrote the paper. All of the authors discussed the results and commented on the manuscript.

Corresponding author

Correspondence to Florian Mormann.

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Competing interests

The authors declare no competing financial interests.

Integrated supplementary information

Supplementary Figure 1 Localization of microwire bundles.

(a) The tips of the microwire bundles were localized using a post-implantational CT scan coregistered and fused with a pre-implantational MRI scan, normalized to MNI (Montreal Neurological Institute) space. (b) Recording sites (i.e., locations of bundle tips) projected onto an axial (left) and a coronal (right) section of the averaged MNI-normalized MRI scans from 14 subjects. All 31 recording sites were individually verified to be located in the basolateral amygdala. See Supplementary Table 2 for MNI coordinates. R, right.

Supplementary Figure 2 Stimuli used in the static face protocol.

(a) The 5 person identities used; (b) the 9 eye gaze directions; (c) the 9 head directions.

Supplementary Figure 3 Response histograms to different persons and head/gaze directions averaged across all 223 amygdala units.

(a-d) Responses separated by person identity for all presented, only vertical, only right, only left head/gaze directions, respectively. (e) Responses during the 'live encounter' with the experimenter (stimulus person 5). See also Figure 1.

Supplementary Figure 4 Amygdala responses to gaze direction and person identity.

The matrix shows z-scored color-coded mean responses from all 223 amygdala units to nine gaze directions from five persons as presented in the picture task. (a) Responses arranged by person identity. (b) Responses arranged by gaze direction. See also Figure 2.

Supplementary Figure 5 Stimulus preference of units showing a significant main effect of person identity in the ANOVA.

Displayed in color code are the z-scored average responses to each of the five presented persons in all four regions of the MTL.

Supplementary Figure 6 Visual response selectivity of amygdala neurons.

Visual response selectivity of amygdala neurons, from a separate task performed in 13 of the 14 patients. (a) Response probabilities of 384 units (126 single-units) to faces and non-faces. Error bars denote binomial 68% confidence intervals. (b) Mean response magnitudes (z-scored) of all 81 responsive units (28 SU) to faces and non-faces. Error bars denote S.E.M. (c) Scatter plot showing response probabilities to faces and non-faces for each of the 81 responsive units. (d) Scatter plot showing mean response magnitude to faces and non-faces. Please note that all data shown here were acquired on a separate day from our main experiment; consequently it is unknown which of the neurons shown here would be identical to neurons we recorded from in our main task.

Supplementary Figure 7 Setup for face-to-face (live encounter) experiment.

The experimenter sat 80-100 cm away from the patient. The patient sat upright in his bed, and the experimenter upright on a chair next to the bed at the same height as the patient.

Supplementary information

Supplementary Text and Figures

Supplementary Figures 1–7 and Supplementary Tables 1–3 (PDF 1055 kb)

Supplementary Methods Checklist (PDF 384 kb)

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Mormann, F., Niediek, J., Tudusciuc, O. et al. Neurons in the human amygdala encode face identity, but not gaze direction. Nat Neurosci 18, 1568–1570 (2015). https://doi.org/10.1038/nn.4139

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