Stability of amygdala BOLD response to fearful faces over multiple scan sessions
Abstract
We used fMRI to examine amygdala activation in response to fearful facial expressions, measured over multiple scanning sessions. 15 human subjects underwent three scanning sessions, at 0, 2 and 8 weeks. During each session, functional brain images centered about the amygdala were acquired continuously while participants were shown alternating blocks of fearful, neutral and happy facial expressions. Intraclass correlation coefficients calculated across the sessions indicated stability of response in left amygdala to fearful faces (as a change from baseline), but considerably less left amygdala stability in responses to neutral expressions and for fear versus neutral contrasts. The results demonstrate that the measurement of fMRI BOLD responses in amygdala to fearful facial expressions might be usefully employed as an index of amygdala reactivity over extended periods. While signal change to fearful facial expressions appears robust, the experimental design employed here has yielded variable responsivity within baseline or comparison conditions. Future studies might manipulate the experimental design to either amplify or attenuate this variability, according to the goals of the research.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
High test-retest reliability for the amygdala was achieved across three measurement occasions over two months, yet reliability was affected by usage of percent signal change vs. z scores, ROIs that were structurally vs. empirically defined, and different theoretically sound contrasts.
“For example, Johnstone et al. (2005) achieved high test-retest reliability for the amygdala across three measurement occasions over two months yet found that reliability was affected by such characteristics as usage of percent signal change vs. z scores, ROIs that were structurally vs. empirically defined, as well as different theoretically sound contrasts (e.g., the contrast of viewing fearful”
From Adolescent neurobiological susceptibility to social context (2016) · cites this paper as Johnstone et al., 2005
Cites
Intraclass correlations: Uses in assessing rater reliability.
Shrout, P. E., & Fleiss, J. L. (1979) · Psychological Bulletin · doi:10.1037/0033-2909.86.2.420 · Cited by 23,433 · see citing works
Jenkinson, M., Bannister, P., Brady, M., & Smith, S. (2002) · NeuroImage · doi:10.1006/nimg.2002.1132 · Cited by 11,888 · see citing works
Co-Planar Stereotaxic Atlas of the Human Brain
Talairach, J., & Tournoux, P. (1988) · Medical Entomology and Zoology · Cited by 11,798 · see citing works
AFNI: Software for analysis and visualization of functional magnetic resonance neuroimages
Cox, R. W. (1996) · Computers and Biomedical Research · doi:10.1006/cbmr.1996.0014 · Cited by 10,913 · see citing works
Co-planar stereotaxic atlas of the human brain
Laitinen, L. (1989) · Clinical Neurology and Neurosurgery · doi:10.1016/0303-8467(89)90128-5 · Cited by 7,565 · see citing works
Ekman, P. (1976) · Medical Entomology and Zoology · Cited by 4,345 · see citing works
Whalen, P. J., Rauch, S. L., Etcoff, N. L., McInerney, S. C., Lee, M. B., & Jenike, M. A. (1998) · The Journal of Neuroscience · doi:10.1523/jneurosci.18-01-00411.1998 · Cited by 2,205 · see citing works
Self-citationA differential neural response in the human amygdala to fearful and happy facial expressions
Morris, J. S., Frith, C. D., Perrett, D. I., Rowland, D., Young, A. W., Calder, A. J., & Dolan, R. J. (1996) · Nature · doi:10.1038/383812a0 · Cited by 2,013 · see citing works
Common blood flow changes across visual tasks: II. Decreases in cerebral cortex
Shulman, G. L., Fiez, J. A., Corbetta, M., Buckner, R. L., Miezin, F. M., Raichle, M. E., & Petersen, S. E. (1997) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1997.9.5.648 · Cited by 1,890 · see citing works
Response and Habituation of the Human Amygdala during Visual Processing of Facial Expression
Breiter, H. C., Etcoff, N. L., Whalen, P. J., Kennedy, W. A., Rauch, S. L., Buckner, R. L., Strauss, M. M., Hyman, S. E., & Rosen, B. R. (1996) · Neuron · doi:10.1016/s0896-6273(00)80219-6 · Cited by 1,711 · see citing works
Self-citationSheline, Y. I., Barch, D. M., Donnelly, J. M., Ollinger, J. M., Snyder, A. Z., & Mintun, M. A. (2001) · Biological Psychiatry · doi:10.1016/s0006-3223(01)01263-x · Cited by 1,191 · see citing works
Rauch, S. L., Whalen, P. J., Shin, L. M., McInerney, S. C., Macklin, M. L., Lasko, N. B., Orr, S. P., & Pitman, R. K. (2000) · Biological Psychiatry · doi:10.1016/s0006-3223(00)00828-3 · Cited by 1,111 · see citing works
Self-citationNeural responses to facial and vocal expressions of fear and disgust
Phillips, M. L., Young, A. W., Scott, S. K., Calder, A., Andrew, C., Giampietro, V., Williams, S., Bullmore, E. T., Brammer, M. J., & Gray, J. A. (1998) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.1998.0506 · Cited by 817 · see citing works
Drevets, W. C., & Raichle, M. E. (1998) · Cognition & Emotion · doi:10.1080/026999398379646 · Cited by 702 · see citing works
A functional MRI study of human amygdala responses to facial expressions of fear versus anger.
Whalen, P. J., Shin, L. M., McInerney, S. C., Fischer, H., Wright, C. I., & Rauch, S. L. (2001) · Emotion · doi:10.1037/1528-3542.1.1.70 · Cited by 660 · see citing works
Self-citationWhalen, P. J., Bush, G., McNally, R. J., Wilhelm, S., McInerney, S. C., Jenike, M. A., & Rauch, S. L. (1998) · Biological Psychiatry · doi:10.1016/s0006-3223(98)00251-0 · Cited by 650 · see citing works
Self-citationAmygdala Response to Fearful Faces in Anxious and Depressed Children
Thomas, K. M. (2001) · Archives of General Psychiatry · doi:10.1001/archpsyc.58.11.1057 · Cited by 582 · see citing works
Differential prefrontal cortex and amygdala habituation to repeatedly presented emotional stimuli
Wright, C. I., Fischer, H., Whalen, P. J., McInerney, S. C., Shin, L. M., & Rauch, S. L. (2001) · Neuroreport · doi:10.1097/00001756-200102120-00039 · Cited by 533 · see citing works
Self-citationContextual modulation of amygdala responsivity to surprised faces
Kim, H., Somerville, L. H., Johnstone, T., Polis, S., Alexander, A. L., Shin, L. M., & Whalen, P. J. (2004) · Journal of Cognitive Neuroscience · doi:10.1162/0898929042947865 · Cited by 389 · see citing works
Self-citationfMRI during affect discrimination in bipolar affective disorder
Yurgelun‐Todd, D. A., Gruber, S. A., Kanayama, G., Killgore, W. D., Baird, A. A., & Young, A. D. (2000) · Bipolar Disorders · doi:10.1034/j.1399-5618.2000.20304.x · Cited by 359 · see citing works
Inverse amygdala and medial prefrontal cortex responses to surprised faces
Kim, H., Somerville, L. H., Johnstone, T., Alexander, A. L., & Whalen, P. J. (2003) · NeuroReport · doi:10.1097/00001756-200312190-00006 · Cited by 359 · see citing works
Self-citationVariability in fMRI: An Examination of Intersession Differences
McGonigle, D. J., Howseman, A., Athwal, B. S., Friston, K. J., Frackowiak, R. S. J., & Holmes, A. P. (2000) · NeuroImage · doi:10.1006/nimg.2000.0562 · Cited by 351 · see citing works
Brain activation in the processing of Chinese characters and words: A functional MRI study
Tan, L., Spinks, J. A., Gao, J., Liu, H., Perfetti, C. A., Xiong, J., Stofer, K. A., Pu, Y., Liu, Y., & Fox, P. T. (2000) · Human Brain Mapping · doi:10.1002/(sici)1097-0193(200005)10:1 · Cited by 304 · see citing works
Somerville, L. H., Kim, H., Johnstone, T., Alexander, A. L., & Whalen, P. J. (2004) · Biological Psychiatry · doi:10.1016/j.biopsych.2004.01.007 · Cited by 260 · see citing works
Self-citationHuman amygdala activation detected with echo-planar functional magnetic resonance imaging
Irwin, W., Davidson, R. J., Lowe, M. J., Mock, B. J., Sorenson, J. A., & Turski, P. A. (1996) · Neuroreport · doi:10.1097/00001756-199607290-00014 · Cited by 258 · see citing works
Self-citationRelativity in the perception of emotion in facial expressions.
Russell, J. A., & Fehr, B. (1987) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.116.3.223 · Cited by 254 · see citing works
Brain habituation during repeated exposure to fearful and neutral faces: A functional MRI study
Fischer, H., Wright, C. I., Whalen, P. J., McInerney, S. C., Shin, L. M., & Rauch, S. L. (2002) · Brain Research Bulletin · doi:10.1016/s0361-9230(02)00940-1 · Cited by 250 · see citing works
Self-citationEffect of Familiarity on the Processing of Human Faces
Dubois, S., Rossion, B., Schiltz, C., Bodart, J.-M., Michel, C. J., Bruyer, R., & Crommelinck, M. (1999) · NeuroImage · doi:10.1006/nimg.1998.0409 · Cited by 211 · see citing works
Variability in fMRI: A re‐examination of inter‐session differences
Smith, S. M., Beckmann, C. F., Ramnani, N., Woolrich, M. W., Bannister, P. R., Jenkinson, M., Matthews, P. M., & McGonigle, D. J. (2005) · Human Brain Mapping · doi:10.1002/hbm.20080 · Cited by 173 · see citing works
Manoach, D. S., Halpern, E. F., Kramer, T. S., Chang, Y., GOFF, D. C., Rauch, S. L., Kennedy, D. N., & Gollub, R. L. (2001) · American Journal of Psychiatry · doi:10.1176/appi.ajp.158.6.955 · Cited by 173 · see citing works
Wright, C. I., Martis, B., Schwartz, C., Shin, L. M., Fischer, H., McMullin, K. G., & Rauch, S. L. (2003) · NeuroImage · doi:10.1016/s1053-8119(02)00037-x · Cited by 139 · see citing works
Optimized 3 T EPI of the amygdalae
Robinson, S., Windischberger, C., Rauscher, A., & Moser, E. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2003.12.048 · Cited by 133 · see citing works
Functional neuroimaging of genetic variation in serotonergic neurotransmission
Hariri, A. R., & Weinberger, D. R. (2003) · Genes Brain & Behavior · doi:10.1046/j.1601-1848.2003.00048.x · Cited by 129 · see citing works
Reproducibility of BOLD-based functional MRI obtained at 4 T
Tegeler, C., Strother, S. C., Anderson, J. R., & Kim, S. (1999) · Human Brain Mapping · doi:10.1002/(sici)1097-0193(1999)7:4 · Cited by 121 · see citing works
Comparing motion- and imagery-related activation in the human cerebellum: A functional MRI study
Luft, A. R., Skalej, M., Stefanou, A., Klose, U., & Voigt, K. (1998) · Human Brain Mapping · doi:10.1002/(sici)1097-0193(1998)6:2 · Cited by 105 · see citing works
Impact of signal-to-noise on functional MRI of the human amygdala
LaBar, K. S., Gitelman, D. R., Mesulam, M. M., & Parrish, T. B. (2001) · Neuroreport · doi:10.1097/00001756-200111160-00017 · Cited by 98 · see citing works
Chen, N., Dickey, C. C., Yoo, S., Guttmann, C. R. G., & Panych, L. P. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00091-0 · Cited by 75 · see citing works
Integrated volume visualization of functional image data and anatomical surfaces using normal fusion
Stokking, R., Zuiderveld, K. J., & Viergever, M. A. (2001) · Human Brain Mapping · doi:10.1002/1097-0193(200104)12:4 · Cited by 24 · see citing works
Temperament and Its Implications for Neuroimaging of Anxiety Disorders
Schwartz, C., & Rauch, S. L. (2004) · CNS Spectrums · doi:10.1017/s1092852900009226 · Cited by 19 · see citing works
Activation of Broca's area by syntactic processing under conditions of concurrent articulation
Caplan, D., Alpert, N., Waters, G., & Olivieri, A. (2000) · Human Brain Mapping · doi:10.1002/(sici)1097-0193(200002)9:2
Flagged first, then by citations
Cited by
Sorted by citations
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
Puzzlingly High Correlations in fMRI Studies of Emotion, Personality, and Social Cognition
Vul, E., Harris, C., Winkielman, P., & Pashler, H. (2009) · Perspectives on Psychological Science · doi:10.1111/j.1745-6924.2009.01125.x · Cited by 1,475 · see citing works
Consumption of fermented milk product with probiotic modulates brain activity
Tillisch, K., Labus, J., Kilpatrick, L., Jiang, Z., Stains, J., Ebrat, B., Guyonnet, D., Legrain–Raspaud, S., Trotin, B., Naliboff, B., et al. (2013) · Gastroenterology · doi:10.1053/j.gastro.2013.02.043 · Cited by 1,192 · see citing works
Neural mechanisms of genetic risk for impulsivity and violence in humans
Meyer-Lindenberg, A., Buckholtz, J. W., Kolachana, B., R. Hariri, A., Pezawas, L., Blasi, G., Wabnitz, A., Honea, R., Verchinski, B., Callicott, J. H., et al. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0511311103 · Cited by 876 · see citing works
Marsh, A. A., Finger, E. C., Mitchell, D. G. V., Reid, M. E., Sims, C., Kosson, D. S., Towbin, K. E., Leibenluft, E., Pine, D. S., & Blair, R. J. R. (2008) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2007.07071145 · Cited by 852 · see citing works
Serotonin Transporter (5-HTTLPR) Genotype and Amygdala Activation: A Meta-Analysis
Munafò, M. R., Brown, S. M., & Hariri, A. R. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2007.08.016 · Cited by 789 · see citing works
How reliable are the results from functional magnetic resonance imaging?
Bennett, C. M., & Miller, M. B. (2010) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2010.05446.x · Cited by 579 · see citing works
Frontostriatal maturation predicts cognitive control failure to appetitive cues in adolescents
Somerville, L. H., Hare, T., & Casey, B. J. (2011) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2010.21572 · Cited by 523 · see citing works
Self-citationElevated amygdala response to faces following early deprivation
Tottenham, N., Hare, T. A., Millner, A., Gilhooly, T., Zevin, J. D., & Casey, B. J. (2011) · Developmental Science · doi:10.1111/j.1467-7687.2010.00971.x · Cited by 468 · see citing works
Research Review: DSM‐V conduct disorder: research needs for an evidence base
Moffitt, T. E., order, A. I. A., Arseneault, L., Jaffee, S. R., Kim‐Cohen, J., Koenen, K. C., Odgers, C. L., Slutske, W. S., & Viding, E. M. (2007) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2007.01823.x · Cited by 442 · see citing works
Processing emotional pictures and words: Effects of valence and arousal
KENSINGER, E. A., & SCHACTER, D. L. (2006) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.6.2.110 · Cited by 442 · see citing works
Task-Based Core-Periphery Organization of Human Brain Dynamics
Bassett, D. S., Wymbs, N. F., Rombach, M. P., Porter, M. A., Mucha, P. J., & Grafton, S. T. (2013) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1003171 · Cited by 356 · see citing works
Event-related functional near-infrared spectroscopy (fNIRS): Are the measurements reliable?
Plichta, M. M., Herrmann, M. J., Baehne, C. G., Ehlis, A., Richter, M. M., Pauli, P., & Fallgatter, A. J. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.12.008 · Cited by 359 · see citing works
Minzenberg, M., Fan, J., New, A. S., Tang, C. Y., & Siever, L. J. (2007) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2007.03.006 · Cited by 314 · see citing works
Test-retest reliability of evoked BOLD signals from a cognitive-emotive fMRI test battery.
Plichta, M. M., Schwarz, A. J., Grimm, O., Morgen, K., Mier, D., Haddad, L., Gerdes, A. B. M., Sauer, C., Tost, H., Esslinger, C., et al. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.01.129 · Cited by 287 · see citing works
The neurobiology of individual differences in complex behavioral traits
Hariri, A. R. (2009) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.051508.135335 · Cited by 273 · see citing works
Using genetic data in cognitive neuroscience: from growing pains to genuine insights
Green, A. E., Munafo, M. R., DeYoung, C. G., Fossella, J., Fan, J., & Gray, J. R. (2008) · Nature reviews. Neuroscience · doi:10.1038/nrn2461 · Cited by 279 · see citing works
Measuring fMRI reliability with the intra-class correlation coefficient
Caceres, A., Hall, D. L., Zelaya, F. O., Williams, S. C. R., & Mehta, M. A. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2008.12.035 · Cited by 255 · see citing works
Adolescent neurobiological susceptibility to social context
Schriber, R. A., & Guyer, A. E. (2016) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2015.12.009 · Cited by 246 · see citing works
Neurobiology of empathy and callousness: Implications for the development of antisocial behavior
Shirtcliff, E. A., Vitacco, M. J., Graf, A., Gostisha, A. J., Merz, J., & Zahn‐Waxler, C. (2009) · Behavioral Sciences & the Law · doi:10.1002/bsl.862 · Cited by 244 · see citing works
Genetic Gating of Human Fear Learning and Extinction
Lonsdorf, T. B., Weike, A. I., Nikamo, P., Schalling, M., Hamm, A. O., & Öhman, A. (2009) · Psychological Science · doi:10.1111/j.1467-9280.2009.02280.x · Cited by 242 · see citing works
Yoshimura, S., Okamoto, Y., Onoda, K., Matsunaga, M., Okada, G., Kunisato, Y., Yoshino, A., Ueda, K., Suzuki, S.-I., & Yamawaki, S. (2014) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nst009 · Cited by 229 · see citing works
Cao, H., Plichta, M. M., Schäfer, A., Haddad, L., Grimm, O., Schneider, M., Esslinger, C., Kirsch, P., Meyer-Lindenberg, A., & Tost, H. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2013.09.013 · Cited by 227 · see citing works
Neural bases of moderation of cortisol stress responses by psychosocial resources.
Taylor, S. E., Burklund, L. J., Eisenberger, N. I., Lehman, B. J., Hilmert, C. J., & Lieberman, M. D. (2008) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.95.1.197 · Cited by 219 · 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
Whalen, P. J., Johnstone, T., Somerville, L. H., Nitschke, J. B., Polis, S., Alexander, A. L., Davidson, R. J., & Kalin, N. H. (2007) · Biological Psychiatry · doi:10.1016/j.biopsych.2007.08.019 · Cited by 210 · see citing works
Self-citationHow nature nurtures: Amygdala activity decreases as the result of a one-hour walk in nature
Sudimac, S., Sale, V., & Kühn, S. (2022) · Molecular Psychiatry · doi:10.1038/s41380-022-01720-6 · Cited by 211 · see citing works
Schecklmann, M., Ehlis, A., Plichta, M. M., & Fallgatter, A. J. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.06.032 · Cited by 191 · see citing works
Stevens, J. S., Kim, Y. J., Galatzer-Levy, I. R., Reddy, R., Ely, T. D., Nemeroff, C. B., Hudak, L. A., Jovanovic, T., Rothbaum, B. O., & Ressler, K. J. (2017) · Biological Psychiatry · doi:10.1016/j.biopsych.2016.11.015 · Cited by 177 · see citing works
Elevated amygdala response to faces and gaze aversion in autism spectrum disorder
Tottenham, N., Hertzig, M. E., Gillespie-Lynch, K., Gilhooly, T., Millner, A. J., & Casey, B. J. (2014) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nst050 · Cited by 144 · see citing works
Uncovering Camouflage: Amygdala Activation Predicts Long-Term Memory of Induced Perceptual Insight
Ludmer, R., Dudai, Y., & Rubin, N. (2011) · Neuron · doi:10.1016/j.neuron.2011.02.013 · Cited by 141 · see citing works
Adolescent-specific patterns of behavior and neural activity during social reinforcement learning
Jones, R. M., Somerville, L. H., Li, J., Ruberry, E. J., Powers, A., Mehta, N., Dyke, J., & Casey, B. J. (2014) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/s13415-014-0257-z · Cited by 127 · see citing works
Self-citationAmygdala habituation: A reliable fMRI phenotype
Plichta, M. M., Grimm, O., Morgen, K., Mier, D. U., Sauer, C., Haddad, L., Tost, H., Esslinger, C., Kirsch, P., Schwarz, A. J., et al. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.09.059 · Cited by 131 · see citing works
Boubela, R. N., Kalcher, K., Huf, W., Seidel, E., Derntl, B., Pezawas, L., Našel, C., & Moser, E. (2015) · Scientific Reports · doi:10.1038/srep10499 · Cited by 129 · see citing works
Neural basis of egalitarian behavior
Dawes, C. T., Loewen, P. J., Schreiber, D. M., Simmons, A. N., Flagan, T., McElreath, R. L., Bokemper, S., Fowler, J. H., & Paulus, M. P. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1118653109 · Cited by 125 · see citing works
Yarkoni, T., & Braver, T. S. (2010) · Plenum series on human exceptionality · doi:10.1007/978-1-4419-1210-7_6 · Cited by 140 · see citing works
Manuck, S. B., Marsland, A. L., Flory, J. D., Gorka, A. X., Ferrell, R. E., & Hariri, A. R. (2009) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2009.04.013 · Cited by 114 · see citing works
Human amygdala sensitivity to the pupil size of others
Demos, K. E., Kelley, W. M., Ryan, S. L., Davis, F. C., & Whalen, P. J. (2008) · Cerebral Cortex · doi:10.1093/cercor/bhn034 · Cited by 112 · see citing works
Self-citationTemporal stability of individual differences in amygdala reactivity
MANUCK, S. B., BROWN, S. M., FORBES, E. E., & HARIRI, A. R. (2007) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2007.07040609 · Cited by 111 · see citing works
Regional Response Differences Across the Human Amygdaloid Complex during Social Conditioning
Davis, F. C., Johnstone, T., Mazzulla, E. C., Oler, J. A., & Whalen, P. J. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhp126 · Cited by 101 · see citing works
Self-citationCarré, J. M., Fisher, P. M., Manuck, S. B., & Hariri, A. R. (2010) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsq101 · Cited by 96 · see citing works
Tottenham, N., Uy, J. P., Flannery, J., Gabard-Durnam, L. J., & Goff, B. (2012) · Emotion · doi:10.1037/a0029431 · Cited by 98 · see citing works
Unreliability of putative fMRI biomarkers during emotional face processing
Nord, C. L., Gray, A., Charpentier, C. J., Robinson, O. J., & Roiser, J. P. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2017.05.024 · Cited by 96 · see citing works
Human 5-HT Transporter Availability Predicts Amygdala Reactivity<i>In Vivo</i>
Rhodes, R. A., Murthy, N. V., Dresner, M. A., Selvaraj, S., Stavrakakis, N., Babar, S., Cowen, P. J., & Grasby, P. M. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.1175-07.2007 · Cited by 93 · see citing works
The amygdala and the experience of affect
Barrett, L. F., Bliss‐Moreau, E., Duncan, S., Rauch, S. L., & Wright, C. I. (2007) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsl042 · Cited by 94 · see citing works
The challenge of localizing the anterior temporal face area: A possible solution
Axelrod, V., & Yovel, G. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.05.015 · Cited by 90 · see citing works
Reliability and stability challenges in ABCD task fMRI data
Kennedy, J. T., Harms, M. P., Korucuoglu, O., Astafiev, S. V., Barch, D. M., Thompson, W. K., Bjork, J. M., & Anokhin, A. P. (2022) · NeuroImage · doi:10.1016/j.neuroimage.2022.119046 · Cited by 90 · see citing works
Labus, J. S., Gupta, A., Coveleskie, K., Tillisch, K., Kilpatrick, L. A., Jarcho, J. M., Feier, N. A., Bueller, J. A., Stains, J., Smith, S. E., et al. (2013) · Pain · doi:10.1016/j.pain.2013.06.024 · Cited by 85 · see citing works
Sladky, R., Höflich, A., Atanelov, J., Kraus, C., Baldinger, P., Moser, E., Lanzenberger, R., & Windischberger, C. (2012) · PLoS ONE · doi:10.1371/journal.pone.0050050 · Cited by 85 · see citing works
Wiggins, I. M., Anderson, C. A., Kitterick, P. T., & Hartley, D. E. H. (2016) · Hearing Research · doi:10.1016/j.heares.2016.07.007 · Cited by 84 · see citing works
Stability of fMRI striatal response to alcohol cues: A hierarchical linear modeling approach
Schacht, J. P., Anton, R. F., Randall, P. K., Li, X., Henderson, S., & Myrick, H. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.02.004 · Cited by 77 · see citing works
van den Bulk, B. G., Koolschijn, P. C. M. P., Meens, P. H. F., van Lang, N. D. J., van der Wee, N. J. A., Rombouts, S. A. R. B., Vermeiren, R. R. J. M., & Crone, E. A. (2012) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2012.09.005 · Cited by 77 · see citing works
Kim, M. J., Neta, M., Davis, F. C., Ruberry, E. J., Dinescu, D., Heatherton, T. F., Stotland, M. A., & Whalen, P. J. (2014) · Biology of Mood & Anxiety Disorders · doi:10.1186/2045-5380-4-11 · Cited by 74 · see citing works
Self-citationNeural Mechanisms of Genetic Risk for Impulsivity and Violence in Humans
Meyer‐Lindenberg, A., Buckholtz, J. W., Kolachana, B. S., Hariri, A. R., Pezawas, L., Blasi, G., Wabnitz, A., Honea, R. A., Verchinski, B. A., Callicott, J. H., et al. (2006) · FOCUS The Journal of Lifelong Learning in Psychiatry · doi:10.1176/foc.4.3.360 · Cited by 72 · see citing works
Behind the mask: the influence of mask-type on amygdala response to fearful faces
Kim, M. J., Loucks, R. A., Neta, M., Davis, F. C., Oler, J. A., Mazzulla, E. C., & Whalen, P. J. (2010) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsq014 · Cited by 70 · see citing works
Self-citationVentrolateral periaqueductal gray neurons prioritize threat probability over fear output
Wright, K. M., & McDannald, M. A. (2019) · eLife · doi:10.7554/elife.45013 · Cited by 64 · see citing works
Dynamic Causal Modeling applied to fMRI data shows high reliability
Schuyler, B. S., Ollinger, J. M., Oakes, T. R., Johnstone, T., & Davidson, R. J. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.07.015 · Cited by 66 · see citing works
Self-citationReliability of an fMRI paradigm for emotional processing in a multisite longitudinal study
Gee, D. G., McEwen, S. C., Forsyth, J. K., Haut, K. M., Bearden, C. E., Addington, J., Goodyear, B. G., Cadenhead, K. S., Mirzakhanian, H., Cornblatt, B. A., et al. (2015) · Human Brain Mapping · doi:10.1002/hbm.22791 · Cited by 67 · see citing works
Bevilacqua, L. M., & Goldman, D. A. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.07.009 · Cited by 67 · see citing works
Test–retest reliability of functional near infrared spectroscopy in infants
Blasi, A., Lloyd‐Fox, S., Johnson, M. H., & Elwell, C. E. (2014) · Neurophotonics · doi:10.1117/1.nph.1.2.025005 · Cited by 67 · see citing works
Test‐retest reliability of amygdala response to emotional faces
Sauder, C. L., Hajcak, G., Angstadt, M., & Phan, K. L. (2013) · Psychophysiology · doi:10.1111/psyp.12129 · Cited by 65 · see citing works
Neural Responses to Ambiguity Involve Domain-general and Domain-specific Emotion Processing Systems
Neta, M., Kelley, W. M., & Whalen, P. J. (2013) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00363 · Cited by 65 · see citing works
Self-citationAlexander, N., Klucken, T., Koppe, G., Osinsky, R., Walter, B., Vaitl, D., Sammer, G., Stark, R. M., & Hennig, J. (2012) · Biological Psychiatry · doi:10.1016/j.biopsych.2012.01.030 · Cited by 62 · see citing works
Modulation of amygdala reactivity following rapidly acting interventions for major depression
Loureiro, J. R., Leaver, A. M., Vasavada, M. M., Sahib, A. K., Kubicki, A., Joshi, S. H., Woods, R. P., Wade, B., Congdon, E. L., Espinoza, R. T., et al. (2020) · Human Brain Mapping · doi:10.1002/hbm.24895 · Cited by 63 · see citing works
Norbury, R., Selvaraj, S., Taylor, M. J., Harmer, C., & Cowen, P. J. (2010) · Psychological Medicine · doi:10.1017/s0033291709990596 · Cited by 62 · see citing works
5-HTTLPR and COMTval158met genotype gate amygdala reactivity and habituation
Lonsdorf, T. B., Golkar, A., Lindstöm, K. M., Fransson, P., Schalling, M., Öhman, A., & Ingvar, M. (2011) · Biological Psychology · doi:10.1016/j.biopsycho.2011.02.014 · Cited by 60 · see citing works
Retest reliability of reward-related BOLD signals
Fließbach, K., Rohe, T., Linder, N. S., Trautner, P., Elger, C. E., & Weber, B. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.01.036 · Cited by 58 · see citing works
Silverman, M. H., Wilson, S., Ramsay, I. S., Hunt, R. H., Thomas, K. M., Krueger, R. F., & Iacono, W. G. (2019) · Development and Psychopathology · doi:10.1017/s0954579419000610 · Cited by 59 · see citing works
Amygdalar Function Reflects Common Individual Differences in Emotion and Pain Regulation Success
Lapate, R. C., Lee, H., Salomons, T. V., van Reekum, C. M., Greischar, L. L., & Davidson, R. J. (2011) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00125 · Cited by 56 · see citing works
Self-citationVizueta, N., Patrick, C. J., Jiang, Y., Thomas, K. M., & He, S. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.07.015 · Cited by 53 · see citing works
Anderson, I. M., Juhász, G., Thomas, E., Downey, D., McKie, S., Deakin, J. F. W., & Elliott, R. (2010) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2010.06.008 · Cited by 52 · see citing works
Time Scales of Auditory Habituation in the Amygdala and Cerebral Cortex
Mutschler, I., Wieckhorst, B., Speck, O., Schulze‐Bonhage, A., Hennig, J., Seifritz, E., & Ball, T. (2010) · Cerebral Cortex · doi:10.1093/cercor/bhq001 · Cited by 51 · see citing works
Lee, R. J., Coccaro, E. F., Cremers, H., McCarron, R., Lu, S.-F., Brownstein, M. J., & Simon, N. G. (2013) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2013.00100 · Cited by 50 · see citing works
Invisible expressions evoke core impressions
Laeng, B., Profeti, I., Sæther, L., Adolfsdottir, S., Lundervold, A. J., Vangberg, T., Øvervoll, M., Johnsen, S. H., & Waterloo, K. (2010) · Emotion · doi:10.1037/a0018689 · Cited by 45 · see citing works
Hyde, L. W. (2015) · Development and Psychopathology · doi:10.1017/s0954579415000188 · Cited by 45 · see citing works
Sweitzer, M. M., Donny, E. C., & Hariri, A. (2012) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2012.01.017 · Cited by 48 · see citing works
Lipp, I., Murphy, K., Wise, R. G., & Caseras, X. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.10.015 · Cited by 44 · see citing works
Reproducibility of amygdala activation in facial emotion processing at 7T
Geissberger, N., Tik, M., Sladky, R., Woletz, M., Schuler, A., Willinger, D., & Windischberger, C. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.116585 · Cited by 41 · see citing works
Paulus, M. P., Simmons, A. N., Fitzpatrick, S. N., Potterat, E. G., Orden, K. F. V., Bauman, J., & Swain, J. L. (2010) · PLoS ONE · doi:10.1371/journal.pone.0010096 · Cited by 44 · see citing works
Positivity effect in aging: Evidence for the primacy of positive responses to emotional ambiguity
Petro, N. M., Basyouni, R., & Neta, M. (2020) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2021.06.015 · Cited by 42 · see citing works
Changes in effective connectivity during incidental and intentional perception of fearful faces
de Marco, G., de Bonis, M., Vrignaud, P., Henry–Feugeas, M.-C., & Idy-Peretti, I. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.10.001 · Cited by 42 · see citing works
Henningsson, S., Madsen, K. H., Pinborg, A. B., Heede, M., Knudsen, G. M., Siebner, H. R., & Frøkjær, V. G. (2015) · Translational Psychiatry · doi:10.1038/tp.2015.184 · Cited by 42 · see citing works
Three Time Scales of Neural Self-Organization Underlying Basic and Nonbasic Emotions
Lewis, M. D., & Liu, Z. (2011) · Emotion Review · doi:10.1177/1754073911410748 · Cited by 40 · see citing works
Experimental and methodological factors affecting test‐retest reliability of amygdala BOLD responses
Lois, G., Kirsch, P., Sandner, M., Plichta, M. M., & Wessa, M. (2018) · Psychophysiology · doi:10.1111/psyp.13220 · Cited by 40 · see citing works
Reliability in adolescent fMRI within two years – a comparison of three tasks
Vetter, N. C., Steding, J., Jurk, S., Ripke, S., Mennigen, E., & Smolka, M. N. (2017) · Scientific Reports · doi:10.1038/s41598-017-02334-7 · Cited by 39 · see citing works
Tian, F., Kozel, F. A., Yennu, A. S., Croarkin, P. E., McClintock, S. M., Mapes, K. S., Husain, M. M., & Liu, H. (2012) · Journal of Biomedical Optics · doi:10.1117/1.jbo.17.11.116020 · Cited by 36 · see citing works
Using Neuroimaging to Resolve the Psi Debate
Moulton, S. T., & Kosslyn, S. M. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2008.20009 · Cited by 36 · see citing works
Mahabir, M., Tucholka, A., Shin, L. M., Etienne, P. E., & Brunet, A. (2015) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2015.10.004 · Cited by 36 · see citing works
Bloom, P. A., VanTieghem, M., Gabard-Durnam, L. J., Gee, D. G., Flannery, J., Caldera, C., Goff, B., Telzer, E. H., Humphreys, K. L., Fareri, D. S., et al. (2022) · Human Brain Mapping · doi:10.1002/hbm.25847 · Cited by 34 · see citing works
Role of Functional Magnetic Resonance Imaging in Drug Discovery
Paulus, M. P., & Stein, M. B. (2007) · Neuropsychology Review · doi:10.1007/s11065-007-9023-0 · Cited by 32 · see citing works
A Genome-Wide Association Study of Amygdala Activation in Youths With and Without Bipolar Disorder
Liu, X., Akula, N., Skup, M., Brotman, M. A., Leibenluft, E., & McMahon, F. J. (2010) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2009.10.006 · Cited by 32 · see citing works
Test–retest reliability of a functional MRI anticipatory anxiety paradigm in healthy volunteers
Schunck, T., Erb, G., Mathis, A., Jacob, N., Gilles, C., Namer, I. J., Meier, D., & Luthringer, R. (2008) · Journal of Magnetic Resonance Imaging · doi:10.1002/jmri.21237 · Cited by 32 · see citing works
Putcha, D., O’Keefe, K., LaViolette, P. S., O’Brien, J., Greve, D. N., Rentz, D. M., Locascio, J. J., Atri, A., & Sperling, R. A. (2011) · Human Brain Mapping · doi:10.1002/hbm.21166 · Cited by 31 · see citing works
Szczepanik, J. E., Nugent, A. C., Drevets, W. C., Khanna, A., Zarate, C. A., & Furey, M. L. (2016) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2016.06.005 · Cited by 30 · see citing works
Reliability of neural activation and connectivity during implicit face emotion processing in youth
Haller, S. P., Kircanski, K., Stoddard, J., White, L. K., Chen, G., Sharif‐Askary, B., Zhang, S., Towbin, K. E., Pine, D. S., Leibenluft, E., et al. (2018) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2018.03.010 · Cited by 30 · see citing works
Kolskår, K. K., Richard, G., Alnæs, D., Dørum, E. S., Sanders, A., Ulrichsen, K. M., Sánchez, J. M., Ihle‐Hansen, H., Formoe, H., Nordvik, J. E., et al. (2020) · Human Brain Mapping · doi:10.1002/hbm.25284 · Cited by 28 · see citing works
Cao, H., Harneit, A., Walter, H., Erk, S., Braun, U., Moessnang, C., Geiger, L. S., Zang, Z., Mohnke, S., Heinz, A., et al. (2017) · Neuropsychopharmacology · doi:10.1038/npp.2017.121 · Cited by 25 · see citing works
Between- and within-scanner variability in the CaliBrain study n-back cognitive task
Gradin, V. B., Gountouna, V., Waiter, G. D., Ahearn, T. S., Brennan, D., Condon, B. R., Marshall, I., McGonigle, D. J., Murray, A. D., Whalley, H. C., et al. (2010) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2010.08.010 · Cited by 27 · see citing works
Taylor, K. S., & Davis, K. D. (2008) · Human Brain Mapping · doi:10.1002/hbm.20641 · Cited by 26 · see citing works
Specificity, reliability and sensitivity of social brain responses during spontaneous mentalizing
Moessnang, C., Schäfer, A., Bilek, E., Roux, P., Otto, K., Baumeister, S., Hohmann, S., Poustka, L., Brandeis, D., Banaschewski, T., et al. (2016) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsw098 · Cited by 25 · see citing works
- Authors
- Johnstone, T., Somerville, L. H., Alexander, A. L., Oakes, T. R., Davidson, R. J., Kalin, N. H., & Whalen, P. J.
- Affiliations
- University of Wisconsin System (US)
- Corresponding author
- Johnstone, Tom
- Venue
- NeuroImage
- Publisher
- Elsevier BV
- Published
- 2005-05
- Volume
- 25
- Issue
- 4
- Pages
- 1112-1123
- ISSN
- 1053-8119 (ISSN-L)
- OpenAlex
- W1977246716
- Cited by
- 155
- References
- 40
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 3 · 2023: 4 · 2022: 6 · 2021: 2 · 2020: 6 · 2019: 5 · 2018: 3 · 2017: 8 · 2016: 8 · 2015: 10 · 2014: 6 · 2013: 12 · 2012: 11
- FWCI
- 5.11
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- NeuroImage (publishedVersion)
- PubMed (publishedVersion)
- Swinburne figshare (Swinburne University of Technology) (submittedVersion)
- Funders
- U.S. Public Health Service (069315, 67167)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Face Recognition and Perception
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- amygdala, BOLD signal, fearful faces, facial expressions, amygdala reactivity, intraclass correlation coefficient, measurement reliability, emotional face processing
- MeSH terms
- Adult, Amygdala, Anxiety, Facial Expression, Fear, Female, Humans, Image Processing, Computer-Assisted, Functional Laterality, Magnetic Resonance Imaging, Male, Middle Aged, Models, Neurological, Oxygen, Psychiatric Status Rating Scales, Reproducibility of Results, Linear Models
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