Neural substrates of individual differences in human fear learning: Evidence from concurrent fMRI, fear-potentiated startle, and US-expectancy data
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To provide insight into individual differences in fear learning, we examined the emotional and cognitive expressions of discriminative fear conditioning in direct relation to its neural substrates. Contrary to previous behavioral-neural (fMRI) research on fear learning--in which the emotional expression of fear was generally indexed by skin conductance--we used fear-potentiated startle, a more reliable and specific index of fear. While we obtained concurrent fear-potentiated startle, neuroimaging (fMRI), and US-expectancy data, healthy participants underwent a fear-conditioning paradigm in which one of two conditioned stimuli (CS(+) but not CS(-)) was paired with a shock (unconditioned stimulus [US]). Fear learning was evident from the differential expressions of fear (CS(+) > CS(-)) at both the behavioral level (startle potentiation and US expectancy) and the neural level (in amygdala, anterior cingulate cortex, hippocampus, and insula). We examined individual differences in discriminative fear conditioning by classifying participants (as conditionable vs. unconditionable) according to whether they showed successful differential startle potentiation. This revealed that the individual differences in the emotional expression of discriminative fear learning (startle potentiation) were reflected in differential amygdala activation, regardless of the cognitive expression of fear learning (CS-US contingency or hippocampal activation). Our study provides the first evidence for the potential of examining startle potentiation in concurrent fMRI research on fear learning.
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Processing of the CS- is not a passive condition; it places specific demands on learning, attentional and cognitive evaluative processes.
“First, processing of CSis not a passive condition; it places specific demands on learning, attentional and cognitive evaluative processes.40”
From Neural signatures of human fear conditioning: an updated and extended meta-analysis of fMRI studies (2016) · cites this paper as [40]
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Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
Benjamini, Y., & Hochberg, Y. (1995) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1995.tb02031.x · Cited by 109,482 · see citing works
(1970) · Cited by 24,983 · 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
Fast robust automated brain extraction
Smith, S. M. (2002) · Human Brain Mapping · doi:10.1002/hbm.10062 · Cited by 10,496 · see citing works
Measuring emotion: The self-assessment manikin and the semantic differential
Bradley, M. M., & Lang, P. J. (1994) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/0005-7916(94)90063-9 · Cited by 9,538 · see citing works
LeDoux, J. E. (2000) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.23.1.155 · Cited by 8,444 · see citing works
Cognitive and emotional influences in anterior cingulate cortex
Bush, G., Luu, P., & Posner, M. I. (2000) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01483-2 · Cited by 6,259 · see citing works
(2005) · CTIT technical reports series · Cited by 5,307 · see citing works
Emotional processing in anterior cingulate and medial prefrontal cortex
Etkin, A., Egner, T., & Kalisch, R. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2010.11.004 · Cited by 3,059 · cited 1× · see citing works
“A recent meta-analysis, regarding the neuro-imaging data on the role of ACC in the processing of anxiety and fear, concluded that, contrary to the traditional dichotomy, both subdivisions of the ACC make key contributions to emotional processing (Etkin, Egner, & Kalish, 2011).”
Memory systems of the brain: A brief history and current perspective
Squire, L. R. (2004) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2004.06.005 · Cited by 2,269 · see citing works
Cognitive neuroscience of emotional memory
LaBar, K. S., & Cabeza, R. (2006) · Nature Reviews Neuroscience · doi:10.1038/nrn1825 · Cited by 1,834 · see citing works
Human emotion and memory: Interactions of the amygdala and hippocampal complex
Phelps, E. A. (2004) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2004.03.015 · Cited by 1,577 · see citing works
Deconvolution of impulse response in event-related BOLD fMRI.
Glover, G. (1999) · NeuroImage · doi:10.1006/nimg.1998.0419 · Cited by 1,532 · see citing works
LaBar, K. S., Gatenby, J. C., Gore, J. C., LeDoux, J. E., & Phelps, E. A. (1998) · Neuron · doi:10.1016/s0896-6273(00)80475-4 · Cited by 1,402 · see citing works
Bechara, A., Tranel, D., Damasio, H., Adolphs, R., Rockland, C., & Damasio, A. R. (1995) · Science · doi:10.1126/science.7652558 · Cited by 1,400 · see citing works
A Method for Removing Imaging Artifact from Continuous EEG Recorded during Functional MRI
Allen, P. J., Josephs, O., & Turner, R. (2000) · NeuroImage · doi:10.1006/nimg.2000.0599 · Cited by 1,301 · see citing works
Classical fear-conditioning in the anxiety disorders: a meta-analysis
Lissek, S., Powers, A. S., McClure, E. B., Phelps, E. A., Woldehawariat, G., Grillon, C., & Pine, D. S. (2005) · Behaviour Research and Therapy · doi:10.1016/j.brat.2004.10.007 · Cited by 1,034 · see citing works
Prefrontal cortical function and anxiety: Controlling attention to threat-related stimuli
Bishop, S., Duncan, J., Brett, M., & Lawrence, A. D. (2004) · Nature Neuroscience · doi:10.1038/nn1173 · Cited by 940 · see citing works
Beyond extinction: erasing human fear responses and preventing the return of fear
Kindt, M., Soeter, M., & Vervliet, B. (2009) · Nature Neuroscience · doi:10.1038/nn.2271 · Cited by 826 · see citing works
Self-citationPsychometric description of some specific-fear questionnaires
Klorman, R., Weerts, T. C., Hastings, J. E., Melamed, B. G., & Lang, P. J. (1974) · Behavior Therapy · doi:10.1016/s0005-7894(74)80008-0 · Cited by 763 · see citing works
Anxiety sensitivity and panic disorder
McNally, R. J. (2002) · Biological Psychiatry · doi:10.1016/s0006-3223(02)01475-0 · Cited by 717 · see citing works
De novo conditioning in trauma-exposed individuals with and without posttraumatic stress disorder.
Orr, S. P., Metzger, L. J., Lasko, N. B., Macklin, M. L., Peri, T., & Pitman, R. K. (2000) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.109.2.290 · Cited by 653 · see citing works
Neural circuits and mechanisms involved in Pavlovian fear conditioning: A critical review
Kim, J. J., & Jung, M. W. (2006) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2005.06.005 · Cited by 636 · see citing works
Impaired fear conditioning following unilateral temporal lobectomy in humans
LaBar, K., LeDoux, J., Spencer, D., & Phelps, E. (1995) · The Journal of Neuroscience · doi:10.1523/jneurosci.15-10-06846.1995 · Cited by 631 · see citing works
Neural systems involved in fear and anxiety measured with fear-potentiated startle.
Davis, M. (2006) · American Psychologist · doi:10.1037/0003-066x.61.8.741 · Cited by 589 · see citing works
Human Fear Conditioning and Extinction in Neuroimaging: A Systematic Review
Sehlmeyer, C., Schöning, S., Zwitserlood, P., Pfleiderer, B., Kircher, T., Arolt, V., & Konrad, C. (2009) · PLoS ONE · doi:10.1371/journal.pone.0005865 · Cited by 543 · see citing works
Lateralization of amygdala activation: a systematic review of functional neuroimaging studies
Baas, D., Aleman, A., & Kahn, R. S. (2004) · Brain Research Reviews · doi:10.1016/j.brainresrev.2004.02.004 · Cited by 509 · see citing works
Impaired safety signal learning may be a biomarker of PTSD
Jovanovic, T., Kazama, A., Bachevalier, J., & Davis, M. (2012) · Neuropharmacology · doi:10.1016/j.neuropharm.2011.02.023 · Cited by 473 · see citing works
Nagai, Y., Critchley, H., Featherstone, E., Trimble, M., & Dolan, R. J. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.01.019 · Cited by 465 · see citing works
II. Desynchrony in measures of fear
HODGSON, R. J., & Rachman, S. (1974) · Behaviour Research and Therapy · doi:10.1016/0005-7967(74)90006-0 · Cited by 428 · see citing works
Mineka, S., & Oehlberg, K. A. (2008) · Acta Psychologica · doi:10.1016/j.actpsy.2007.11.007 · Cited by 406 · see citing works
The conditioning model of neurosis
Eysenck, H. J. (1979) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00061653 · Cited by 396 · see citing works
A meta-analysis of instructed fear studies: implications for conscious appraisal of threat
Mechias, M.-L., Etkin, A., & Kalisch, R. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2009.09.040 · Cited by 392 · see citing works
Recording of EEG during fMRI experiments: Patient safety
Lemieux, L., Allen, P. J., Franconi, F., Symms, M. R., & Fish, D. R. (1997) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1910380614 · Cited by 311 · see citing works
Fear-Conditioning Mechanisms Associated with Trait Vulnerability to Anxiety in Humans
Indovina, I., Robbins, T. W., Núñez-Elizalde, A. O., Dunn, B. D., & Bishop, S. J. (2011) · Neuron · doi:10.1016/j.neuron.2010.12.034 · Cited by 310 · 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
Dissociating response systems: Erasing fear from memory
Soeter, M., & Kindt, M. (2010) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2010.03.004 · Cited by 290 · see citing works
Self-citationThe neuropsychology of fear learning and fear regulation
Hamm, A. O., & Weike, A. I. (2005) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2005.01.006 · Cited by 290 · see citing works
Disrupting reconsolidation: Pharmacological and behavioral manipulations
Soeter, M., & Kindt, M. (2011) · Learning & Memory · doi:10.1101/lm.2148511 · Cited by 262 · see citing works
Self-citationAmygdala and hippocampal activity during acquisition and extinction of human fear conditioning
Knight, D. C., Smith, C. N., Cheng, D. T., Stein, E. A., & Helmstetter, F. J. (2004) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.4.3.317 · Cited by 249 · see citing works
Lissek, S., Rabin, S. J., McDowell, D. J., Dvir, S., Bradford, D. E., Geraci, M., Pine, D. S., & Grillon, C. (2009) · Behaviour Research and Therapy · doi:10.1016/j.brat.2008.10.017 · Cited by 239 · see citing works
Volitional Control of Autonomic Arousal: A Functional Magnetic Resonance Study
Critchley, H. (2002) · NeuroImage · doi:10.1006/nimg.2002.1147 · Cited by 225 · see citing works
The role of the human amygdala in the production of conditioned fear responses
Knight, D. C., Nguyen, H. T., & Bandettini, P. A. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.03.020 · Cited by 218 · see citing works
Generalization of conditioned fear along a dimension of increasing fear intensityPreprint
Dunsmoor, J. E., Mitroff, S. R., & LaBar, K. S. (2009) · Learning & Memory · doi:10.1101/lm.1431609 · Cited by 203 · see citing works
Neurobehavioral mechanisms of human fear generalization
Dunsmoor, J. E., Prince, S. E., Murty, V. P., Kragel, P. A., & LaBar, K. S. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.01.041 · Cited by 197 · see citing works
Fredrikson, M. G., Furmark, T., Olsson, M. T., Fischer, H., Andersson, J., & Långström, B. (1998) · Psychophysiology · doi:10.1111/1469-8986.3520179 · Cited by 195 · see citing works
Laufs, H., Jean Daunizeau, A., Carmichael, D. W., & Kleinschmidt, A. K. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2007.11.039 · Cited by 193 · see citing works
Fedroff, I. C., Taylor, S. J., Asmundson, G. J. G., & Koch, W. J. (2000) · Behavioural and Cognitive Psychotherapy · doi:10.1017/s1352465800000023 · Cited by 172 · see citing works
Conditioning and ethological models of anxiety disorders: stress-in-dynamic-context anxiety models.
Mineka, S., & Zinbarg, R. E. (1996) · PubMed · Cited by 154 · see citing works
Generalisation of conditioned fear and its behavioural expression in mice
Laxmi, T. R., Stork, O., & Pape, H. (2003) · Behavioural Brain Research · doi:10.1016/s0166-4328(03)00101-3 · Cited by 145 · see citing works
Hartley, C. A., Fischl, B., & Phelps, E. A. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhq253 · Cited by 143 · see citing works
Baker, K. B., & Kim, J. J. (2004) · Behavioral Neuroscience · doi:10.1037/0735-7044.118.1.15 · Cited by 140 · see citing works
Human amygdala activity during the expression of fear responses.
Cheng, D. T., Knight, D. C., Smith, C. N., & Helmstetter, F. J. (2006) · Behavioral Neuroscience · doi:10.1037/0735-7044.120.5.1187 · Cited by 131 · see citing works
Grouiller, F., Vercueil, L., Krainik, A., Segebarth, C. M., Kahane, P., & Olivier David, A. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.07.025 · Cited by 119 · see citing works
Neural Systems Involved in Fear Inhibition: Extinction and Conditioned Inhibition
Davis, M., Falls, W., & Gewirtz, J. C. (2000) · Neurobiological foundation of aberrant behaviors · doi:10.1007/978-1-4757-4860-4_8 · Cited by 115 · see citing works
Liu, J. Z., Dai, T. H., Elster, T., Sahgal, V., Brown, R. W., & Yue, G. H. (2000) · Journal of Neuroscience Methods · doi:10.1016/s0165-0270(00)00252-1 · Cited by 96 · see citing works
Contemporary Issues in Modeling Psychopathology
Myslobodsky, M. S. (2000) · Neurobiological foundation of aberrant behaviors · doi:10.1007/978-1-4757-4860-4 · Cited by 92 · see citing works
Weike, A. I., Hamm, A. O., Schupp, H. T., Runge, U., Schroeder, H. W. S., & Kessler, C. (2005) · The Journal of Neuroscience · doi:10.1523/jneurosci.2032-05.2005 · Cited by 88 · see citing works
Genetic variation in brain‐derived neurotrophic factor and human fear conditioning
Hajcak, G., Castille, C., Olvet, D. M., Dunning, J. P., Roohi, J., & Hatchwell, E. (2009) · Genes Brain & Behavior · doi:10.1111/j.1601-183x.2008.00447.x · Cited by 84 · see citing works
Influence of EEG electrodes on the BOLD fMRI signal
Bonmassar, G., Hadjikhani, N. K., Ives, J. R., Hinton, D. P., & Belliveau, J. W. (2001) · Human Brain Mapping · doi:10.1002/hbm.1045 · Cited by 79 · see citing works
Amygdala-dependent fear conditioning in humans is modulated by the BDNFval66met polymorphism.
Lonsdorf, T. B., Weike, A. I., Golkar, A., Schalling, M., Hamm, A. O., & Öhman, A. (2010) · Behavioral Neuroscience · doi:10.1037/a0018261 · Cited by 66 · see citing works
Cheng, D. T., Richards, J., & Helmstetter, F. J. (2007) · Learning & Memory · doi:10.1101/lm.632007 · Cited by 65 · see citing works
Surface EMG measurements during fMRI at 3T: Accurate EMG recordings after artifact correction
van Duinen, H., Zijdewind, I., Hoogduin, H. M., & Maurits, N. M. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.04.003 · Cited by 60 · see citing works
Heller, A. S., Greischar, L. L., Honor, A., Anderle, M. J., & Davidson, R. J. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.06.057 · Cited by 59 · see citing works
Introduction to Anxiety Sensitivity
Zvolensky, M. J., & Schmidt, N. B. (2007) · Behavior Modification · doi:10.1177/0145445506296968 · Cited by 11 · see citing works
Flagged first, then by citations
1 of the 66 references couldn’t be matched to a known paper.
Cited by
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Lonsdorf, T. B., Menz, M. M., Andreatta, M., Fullana, M. A., Golkar, A., Haaker, J., Heitland, I., Hermann, A., Kuhn, M., Kruse, O., et al. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2017.02.026 · Cited by 837 · see citing works
Neural signatures of human fear conditioning: an updated and extended meta-analysis of fMRI studies
Fullana, M. A., Harrison, B. J., Soriano-Mas, C., Vervliet, B., Cardoner, N., Àvila-Parcet, A., & Radua, J. (2016) · Molecular Psychiatry · doi:10.1038/mp.2015.88 · Cited by 702 · see citing works
Interoception and drug addiction
Paulus, M. P., & Stewart, J. L. (2014) · Neuropharmacology · doi:10.1016/j.neuropharm.2013.07.002 · Cited by 281 · see citing works
Contributions of the central extended amygdala to fear and anxiety
Shackman, A. J., & Fox, A. S. (2016) · Journal of Neuroscience · doi:10.1523/jneurosci.0982-16.2016 · Cited by 269 · see citing works
Dispositional negativity: An integrative psychological and neurobiological perspective.
Shackman, A. J., Tromp, D., Stockbridge, M. D., Kaplan, C. M., Tillman, R. M., & Fox, A. S. (2016) · Psychological Bulletin · doi:10.1037/bul0000073 · Cited by 234 · see citing works
Fox, A. S., & Shackman, A. J. (2017) · Neuroscience Letters · doi:10.1016/j.neulet.2017.11.056 · Cited by 194 · see citing works
Andrewes, D., & Jenkins, L. (2019) · Neuropsychology Review · doi:10.1007/s11065-019-09398-4 · Cited by 138 · see citing works
Neuroimaging of fear-associated learning
Greco, J. A., & Liberzon, I. (2016) · Neuropsychopharmacology · doi:10.1038/npp.2015.255 · Cited by 145 · see citing works
Pain-relief learning in flies, rats, and man: basic research and applied perspectivesPreprint
Gerber, B., Yarali, A., Diegelmann, S., Wotjak, C. T., Pauli, P., & Fendt, M. (2014) · Learning & Memory · doi:10.1101/lm.032995.113 · Cited by 139 · see citing works
Behavioral pattern separation and its link to the neural mechanisms of fear generalization
Lange, I., Goossens, L., Michielse, S., Bakker, J. M., Lissek, S. M., Papalini, S., Verhagen, S. J. W., Leibold, N. K., Marcelis, M. C., Wichers, M., et al. (2017) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsx104 · Cited by 111 · see citing works
Ojala, K. E., & Bach, D. R. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2020.04.019 · Cited by 120 · see citing works
A behavioural neuroscience perspective on the aetiology and treatment of anxiety disorders
Kindt, M. (2014) · Behaviour Research and Therapy · doi:10.1016/j.brat.2014.08.012 · Cited by 103 · see citing works
Self-citationLindner, K., Neubert, J., Pfannmöller, J. P., Lotze, M., Hamm, A. O., & Wendt, J. (2015) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2015.02.025 · Cited by 86 · see citing works
Intrinsic functional connectivity of the central extended amygdala
Tillman, R. M., Stockbridge, M. D., Nacewicz, B. M., Torrisi, S., Fox, A. S., Smith, J. F., & Shackman, A. J. (2017) · Human Brain Mapping · doi:10.1002/hbm.23917 · Cited by 85 · see citing works
Neural correlates of pupil dilation during human fear learning
Leuchs, L., Schneider, M., Czisch, M., & Spoormaker, V. I. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.11.072 · Cited by 78 · see citing works
Medial prefrontal cortex stimulation modulates the processing of conditioned fear
Guhn, A., Dresler, T., Andreatta, M., Müller, L. D., Hahn, T., Tupak, S. V., Polak, T. T., Deckert, J., & Herrmann, M. J. (2014) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2014.00044 · Cited by 72 · see citing works
Kuhn, M., Wendt, J., Sjouwerman, R., Büchel, C., Hamm, A. O., & Lonsdorf, T. B. (2019) · Biological Psychiatry · doi:10.1016/j.biopsych.2019.07.028 · Cited by 71 · see citing works
Gramsch, C., Kattoor, J., Icenhour, A., Forsting, M., Schedlowski, M., Gizewski, E. R., & Elsenbruch, S. (2014) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2014.08.003 · Cited by 67 · see citing works
Neural systems for cognitive and emotional processing in posttraumatic stress disorder.
Brown, V. M., & Morey, R. A. (2012) · Frontiers in Psychology · doi:10.3389/fpsyg.2012.00449 · Cited by 67 · see citing works
Kredlow, M. A., Pineles, S. L., Inslicht, S. S., Marin, M., Milad, M. R., Otto, M. W., & Orr, S. P. (2017) · Psychophysiology · doi:10.1111/psyp.12909 · Cited by 66 · see citing works
Kuiper, M. W. M., Verhoeven, E. W. M., & Geurts, H. M. (2019) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-019-03890-9 · Cited by 67 · see citing works
Fear conditioning, persistence of disruptive behavior and psychopathic traits: an fMRI study
Cohn, M. D., Popma, A., van den Brink, W., Pape, L. E., Kindt, M., van Domburgh, L., DORELEIJERS, T. A. H., & Veltman, D. J. (2013) · Translational Psychiatry · doi:10.1038/tp.2013.89 · Cited by 59 · see citing works
Self-citationTranslational value of startle modulations
Fendt, M., & Koch, M. (2013) · Cell and Tissue Research · doi:10.1007/s00441-013-1599-5 · Cited by 61 · see citing works
The amygdala mediates the emotional modulation of threat-elicited skin conductance response.
Wood, K. H., Hoef, L. V., & Knight, D. C. (2014) · Emotion · doi:10.1037/a0036636 · Cited by 60 · see citing works
A translational perspective on neural circuits of fear extinction: Current promises and challenges
Sevenster, D., Visser, R. M., & D’Hooge, R. (2018) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2018.07.002 · Cited by 56 · see citing works
Self-citationAnatomy and computational modeling of networks underlying cognitive-emotional interaction
John, Y. J., Bullock, D. H., Zikopoulos, B., & Barbas, H. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00101 · Cited by 59 · see citing works
Controllability modulates the neural response to predictable but not unpredictable threat in humans
Wood, K. H., Wheelock, M. D., Shumen, J. R., Bowen, K. H., Hoef, L. V., & Knight, D. C. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2015.06.086 · Cited by 57 · see citing works
Biggs, E. E., Timmers, I., Meulders, A., Vlaeyen, J. W. S., Goebel, R., & Kaas, A. L. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2020.09.016 · Cited by 56 · see citing works
Benson, S., Kattoor, J., Kullmann, J. S., Hofmann, S., Engler, H., Forsting, M., Gizewski, E. R., & Elsenbruch, S. (2014) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2013.12.014 · Cited by 51 · see citing works
Fear of pain in children and adolescents with neuropathic pain and complex regional pain syndrome
Simons, L. E. (2015) · Pain · doi:10.1097/j.pain.0000000000000377 · Cited by 51 · see citing works
BDNFval66met affects neural activation pattern during fear conditioning and 24 h delayed fear recall
Lonsdorf, T. B., Golkar, A., Lindström, K. M., Haaker, J., Öhman, A., Schalling, M., & Ingvar, M. (2014) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsu102 · Cited by 47 · see citing works
Absence of conditioned responding in humans: A bad measure or individual differences?
Marin, M., Barbey, F. M., Rosenbaum, B. L., Hammoud, M. Z., Orr, S. P., & Milad, M. R. (2019) · Psychophysiology · doi:10.1111/psyp.13350 · Cited by 39 · see citing works
Straube, B., Lueken, U., Jansen, A., Konrad, C., Gloster, A. T., Gerlach, A. L., Ströhle, A., Wittmann, A., Pfleiderer, B., Gauggel, S., et al. (2014) · Psychotherapy and Psychosomatics · doi:10.1159/000359955 · Cited by 38 · see citing works
Modification of Fear Memory by Pharmacological and Behavioural Interventions during Reconsolidation
Thome, J., Koppe, G., Hauschild, S., Liebke, L., Schmahl, C. G., Lis, S., & Bohus, M. (2016) · PLoS ONE · doi:10.1371/journal.pone.0161044 · Cited by 34 · see citing works
Neural correlates of individual differences in fear learning
MacNamara, A., Rabinak, C. A., Fitzgerald, D. A., Zhou, X. J., Shankman, S. A., Milad, M. R., & Phan, K. L. (2015) · Behavioural Brain Research · doi:10.1016/j.bbr.2015.03.035 · Cited by 35 · see citing works
Winkelmann, T., Grimm, O., Pohlack, S. T., Nees, F., Cacciaglia, R., Dinu-Biringer, R., Steiger, F., Wicking, M., Ruttorf, M., Schad, L. R., et al. (2016) · Brain Structure and Function · doi:10.1007/s00429-015-1013-z · Cited by 33 · see citing works
Disrupting Reconsolidation of Fear Memory in Humans by a Noradrenergic β-Blocker
Kindt, M., Soeter, M., & Sevenster, D. (2014) · Journal of Visualized Experiments · doi:10.3791/52151 · Cited by 33 · see citing works
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Greening, S. G., Lee, T., Burleigh, L. M., Grégoire, L., Robinson, T., Jiang, X., Mather, M., & Kaplan, J. (2022) · Scientific Reports · doi:10.1038/s41598-022-05019-y · Cited by 35 · see citing works
Impaired fear learning and extinction, but not generalization, in anxious and non-anxious depression
Wurst, C., Schiele, M. A., Stonawski, S., Weiß, C., Nitschke, F., Hommers, L. G., Domschke, K., Herrmann, M. J., Pauli, P., Deckert, J., et al. (2021) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2021.01.034 · Cited by 28 · see citing works
Heart rate variability predicts inhibitory control in adults with autism spectrum disorders
Kuiper, M. W. M., Verhoeven, E. W. M., & Geurts, H. M. (2017) · Biological Psychology · doi:10.1016/j.biopsycho.2017.07.006 · Cited by 29 · see citing works
The influence of acoustic startle probes on fear learning in humans
de Haan, M. I. C., van Well, S., Visser, R. M., Scholte, H. S., van Wingen, G. A., & Kindt, M. (2018) · Scientific Reports · doi:10.1038/s41598-018-32646-1 · Cited by 28 · see citing works
Self-citationBączkowski, B. M., Johnstone, T., Walter, H., Erk, S., & Veer, I. M. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2017.03.022 · Cited by 26 · see citing works
Glenn, D. E., Risbrough, V. B., Simmons, A. N., Acheson, D. T., & Stout, D. M. (2017) · Current topics in behavioral neurosciences · doi:10.1007/7854_2017_30 · Cited by 23 · see citing works
Effects of anxiolytic treatment on potentiated startle during aversive image anticipation
Acheson, D. T., Stein, M. B., Paulus, M. P., Ravindran, L. N., Simmons, A. N., Lohr, J. B., & Risbrough, V. B. (2012) · Human Psychopharmacology Clinical and Experimental · doi:10.1002/hup.2243 · Cited by 22 · see citing works
Challenges of Fear Conditioning Research in the Age of RDoC
Lonsdorf, T. B., & Richter, J. (2017) · Zeitschrift für Psychologie · doi:10.1027/2151-2604/a000303 · Cited by 21 · see citing works
Fear extinction, persistent disruptive behavior and psychopathic traits: fMRI in late adolescence
Cohn, M. D., van Lith, K., Kindt, M., Pape, L. E., DORELEIJERS, T. A. H., van den Brink, W., Veltman, D. J., & Popma, A. (2015) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsv067 · Cited by 21 · see citing works
Self-citationKreutzmann, J. C., Marin, M., Fendt, M., Milad, M. R., Ressler, K. J., & Jovanović, T. (2021) · Behavioural Brain Research · doi:10.1016/j.bbr.2020.113105 · Cited by 21 · see citing works
McHugh, S. B., Marques–Smith, A., Li, J., Rawlins, J. N. P., Lowry, J., Conway, M. W., Gilmour, G., Tricklebank, M. D., & Bannerman, D. M. (2012) · European Journal of Neuroscience · doi:10.1111/ejn.12057 · Cited by 20 · see citing works
Short, N. A., Lechner, M., Bell, K., Black, J., Buchanan, J., Ho, J. D., Reed, G., Corzine, A., Riviello, R., Martin, S. L., et al. (2020) · Journal of Traumatic Stress · doi:10.1002/jts.22613 · Cited by 19 · see citing works
Vogt, K. M., Ibinson, J. W., Smith, C., Citro, A. T., Norton, C. M., Karim, H. T., Popov, V., Mahajan, A., Aizenstein, H. J., Reder, L. M., et al. (2021) · Anesthesiology · doi:10.1097/aln.0000000000003774 · Cited by 18 · see citing works
Gorka, S. M., Lieberman, L., Shankman, S. A., & Phan, K. L. (2017) · Psychophysiology · doi:10.1111/psyp.12829 · Cited by 17 · see citing works
Wendt, J., Kuhn, M., Hamm, A. O., & Lonsdorf, T. B. (2023) · Psychophysiology · doi:10.1111/psyp.14364 · Cited by 17 · see citing works
Smith, K. W., Balkwill, L.-L., Vartanian, O., & Goel, V. (2015) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2015.00273 · Cited by 12 · see citing works
Investigating Pain-Related Avoidance Behavior using a Robotic Arm-Reaching Paradigm
Glogan, E., Gatzounis, R., Vandael, K., Franssen, M., Vlaeyen, J. W. S., & Meulders, A. (2020) · Journal of Visualized Experiments · doi:10.3791/61717 · Cited by 12 · see citing works
Linares, I. M. P., Jackowski, A. P., Trzesniak, C. M. F., Arrais, K. C., Chagas, M. H. N., Sato, J. R., dos Santos, A. C., Hallak, J. E. C., Zuardi, A. W., Nardi, A. E., et al. (2014) · Brain Research · doi:10.1016/j.brainres.2014.05.040 · Cited by 12 · see citing works
Comorbidity of ADHD and anxiety disorders
Krone, B., & Newcorn, J. H. (2014) · Cambridge University Press eBooks · doi:10.1017/cbo9781139035491.010 · Cited by 10 · see citing works
Greening, S., Lee, T.-H., Burleigh, L., Grégoire, L., Robinson, T. D., Jiang, X.-R., Mather, M., & Kaplan, J. T. (2021) · bioRxiv · doi:10.1101/2021.02.04.429795 · Cited by 5 · see citing works
Hartman, M. E., Ladwig, M. A., & Panteleimon Ekkekakis, A. (2021) · Behavior Research Methods · doi:10.3758/s13428-021-01555-z · Cited by 9 · see citing works
Cofresí, R. U., Piasecki, T. M., & Bartholow, B. D. (2022) · Addiction Neuroscience · doi:10.1016/j.addicn.2022.100041 · Cited by 11 · see citing works
Acute stress leaves fear generalization in healthy individuals intact
Kausche, F. M., Zerbes, G., Kampermann, L., Müller, J. C., Wiedemann, K., Büchel, C., & Schwabe, L. (2021) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-021-00874-0 · Cited by 8 · see citing works
Ebrahimi, C., Garbusow, M., Sebold, M., Chen, K., Smolka, M. N., Huys, Q. J. M., Zimmermann, U. S., Schlagenhauf, F., & Heinz, A. (2023) · Biological Psychiatry Global Open Science · doi:10.1016/j.bpsgos.2023.02.003 · Cited by 8 · see citing works
Houtekamer, M. C., Henckens, M. J. A. G., Mackey, W. E., Dunsmoor, J. E., Homberg, J. R., & Kroes, M. C. W. (2020) · Scientific Reports · doi:10.1038/s41598-020-73139-4 · Cited by 9 · see citing works
Faingold, C. L., & Tupal, S. (2014) · Elsevier eBooks · doi:10.1016/b978-0-12-415804-7.00029-0 · Cited by 8 · see citing works
An externally validated resting-state brain connectivity signature of pain-related learning
Kincses, B., Forkmann, K., Schlitt, F., Pawlik, R. J., Schmidt, K., Timmann, D., Elsenbruch, S., Wiech, K., Bingel, U., & Spisák, T. (2024) · Communications Biology · doi:10.1038/s42003-024-06574-y · Cited by 9 · see citing works
Hildebrandt, T., Schulz, K. P., Fleysher, L., Griffen, T. C., Heywood, A. A., & Sysko, R. (2018) · International Journal of Eating Disorders · doi:10.1002/eat.22893 · Cited by 5 · see citing works
Tomasi, J., Zai, C. C. H., Zai, G. C., Kennedy, J. L., & Tiwari, A. K. (2020) · The World Journal of Biological Psychiatry · doi:10.1080/15622975.2020.1834619 · Cited by 5 · see citing works
Kuhn, M., Wendt, J., Sjouwerman, R., Büchel, C., Hamm, A. O., & Lonsdorf, T. B. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/567032 · Cited by 4 · see citing works
Kincses, B., Forkmann, K., Schlitt, F., Pawlik, R. J., Schmidt, K., Timmann, D., Elsenbruch, S., Wiech, K., Bingel, U., & Spisák, T. (2023) · doi:10.31219/osf.io/utkbv · Cited by 4 · see citing works
Advances in Mapping the Startle Eye-Blink Response Onto Neural Circuits
Kaczkurkin, A. N. (2020) · Biological Psychiatry · doi:10.1016/j.biopsych.2019.12.019 · Cited by 3 · see citing works
Disrupting Reconsolidation of Fear Memory in Humans by a Noradrenergic β-Blocker
Kindt, M., Soeter, M., & Sevenster, D. (2014) · Journal of Visualized Experiments · doi:10.3791/52151-v · Cited by 3 · see citing works
Self-citationPosttraumatic Stress Disorder: From Neurobiology to Cycles of Violence
McCullough, K. M., & Ressler, K. J. (2018) · Springer eBooks · doi:10.1007/978-3-030-00503-0_3 · Cited by 1 · see citing works
Extinction, erasure, and the recovery of fear memories
Golkar, A. (2013)
Towards a neurocognitive model of pain-related fear
Biggs, E. E. (2021) · doi:10.26481/dis.20210312eb
Individual Differences in Excitatory and Inhibitory Sexual Conditioning in Humans
Hoffmann, H. (2025) · Archives of Sexual Behavior · doi:10.1007/s10508-025-03141-2
Schultz, D. H. (2014) · UWM Digital Commons (University of Wisconsin–Milwaukee)
- Authors
- van Well, S., Visser, R. M., Scholte, H. S., & Kindt, M.
- Affiliations
- University of Amsterdam (NL)
- Corresponding author
- Kindt, Merel
- Venue
- Cognitive, Affective, & Behavioral Neuroscience
- Published
- 2012-03-27
- Volume
- 12
- Issue
- 3
- Pages
- 499-512
- ISSN
- 1530-7026 (ISSN-L)
- 1531-135X
- PMC
- PMC3400034
- OpenAlex
- W2138621122
- Cited by
- 75
- References
- 66
- Citations by year
- 2025: 1 · 2024: 1 · 2023: 3 · 2022: 2 · 2021: 7 · 2020: 7 · 2019: 5 · 2018: 4 · 2017: 10 · 2016: 4 · 2015: 9 · 2014: 14 · 2013: 5 · 2012: 3
- FWCI
- 5.07
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Cognitive Affective & Behavioral Neuroscience (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- UvA-DARE (University of Amsterdam) (submittedVersion, other-oa)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- fear learning, individual differences, fear-potentiated startle, amygdala, anterior cingulate cortex, hippocampus, insula
- MeSH terms
- Adolescent, Adult, Amygdala, Anxiety, Brain Mapping, Conditioning, Classical, Fear, Female, Hippocampus, Humans, Individuality, Magnetic Resonance Imaging, Male, Reflex, Startle
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