Stressor controllability modulates fear extinction in humans
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Traumatic events are proposed to play a role in the development of anxiety disorders, however not all individuals exposed to extreme stress experience a pathological increase in fear. Recent studies in animal models suggest that the degree to which one is able to control an aversive experience is a critical factor determining its behavioral consequences. In this study, we examined whether stressor controllability modulates subsequent conditioned fear expression in humans. Participants were randomly assigned to an escapable stressor condition, a yoked inescapable stressor condition, or a control condition involving no stress exposure. One week later, all participants underwent fear conditioning, fear extinction, and a test of extinction retrieval the following day. Participants exposed to inescapable stress showed impaired fear extinction learning and increased fear expression the following day. In contrast, escapable stress improved fear extinction and prevented the spontaneous recovery of fear. Consistent with the bidirectional controllability effects previously reported in animal models, these results suggest that one's degree of control over aversive experiences may be an important factor influencing the development of psychological resilience or vulnerability in humans.
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To persistently diminish threat conditioned responses in humans, avoidance actions need to be learned through trial and error and there needs to be a subjective sense of control over the unconditioned stimulus during learning.
“However, in order to persistently diminish threat conditioned responses in humans, avoidance actions need to be learned through trial and error and there needs to be a subjective sense of control over the unconditioned stimulus during learning [115].”
From Prefrontal cortex, amygdala, and threat processing: implications for PTSD (2022) · cites this paper as [115]
The Results (§3.3) report that participants who had controlled shocks showed reduced conditioned fear responses during extinction, with the reduction retained the next day. Results (§3.4) also link greater perceived control to lower fear expression. But the paper does not establish that trial-and-error avoidance learning and a subjective sense of control are both necessary: objective avoidance performance was not significantly related to fear responses at retrieval, and perceived control was a predictor rather than a demonstrated requirement. (LLM, conf=0.88)
Experimental — accuracy not yet measuredA small experimental literature on avoidance in humans and a large clinical literature have yielded conflicting findings regarding whether avoidance attenuates threat responses or patients' fear.
“A small experimental literature on avoidance in humans and a large clinical literature have yielded conflicting findings regarding whether avoidance attenuates threat responses or patients' fear.”
From Active avoidance: Neural mechanisms and attenuation of pavlovian conditioned responding (2017) · cites this paper as Hartley et al., 2014
The Discussion (page unavailable) reports that escapable stress diminished conditioned fear expression in the human experiment. It does not describe a large clinical literature yielding conflicting findings about whether avoidance reduces patients’ fear; instead, it says active-coping techniques have received relatively little clinical attention. (LLM, conf=0.84)
Experimental — accuracy not yet measuredIn humans, avoidance learning and history with escapable shock can persistently reduce conditioned threat actions as measured with SCR, even when no avoidance action is available.
“In humans, there is evidence that both avoidance learning and history with escapable shock can persistently reduce conditioned threat actions as measured with SCR, even when no avoidance action is available [114, 115].”
From Prefrontal cortex, amygdala, and threat processing: implications for PTSD (2022) · cites this paper as [115]
Some studies in humans have found that learning to prevent shocks eliminated spontaneous recovery.
“Consistent with the results of experiments in rodents discussed above, some studies in humans (Hartley et al., 2014; C. A. Hartley, C. A. Coelho, E. A. Boeke, F. Ramirez, and E. A. Phelps, unpublished observations) have found that learning to prevent shocks eliminated spontaneous recovery.”
From Active avoidance: Neural mechanisms and attenuation of pavlovian conditioned responding (2017) · cites this paper as Hartley et al., 2014
Translation of rodent research on instrumental control over threat to humans has been limited.
“Translation of this research to humans has been limited (Collins et al., 2014; Hartley et al., 2014).”
From Active avoidance: Neural mechanisms and attenuation of pavlovian conditioned responding (2017) · cites this paper as Hartley et al., 2014
A previous study observed similar behavioral effects without any differential instruction between groups.
“However, a previous study observed similar behavioral effects without any differential instruction between groups (Hartley et al., 2014).”
From Active avoidance: Neural mechanisms and attenuation of pavlovian conditioned responding (2017) · cites this paper as Hartley et al., 2014
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Cites
Generalized expectancies for internal versus external control of reinforcement.
Rotter, J. B. (1966) · Psychological Monographs: General and Applied · doi:10.1037/h0092976 · Cited by 21,937 · see citing works
Dawson, M., Schell, A., & Filion, D. L. (2007) · Cambridge University Press eBooks · doi:10.1017/cbo9780511546396.007 · Cited by 2,425 · see citing works
Failure to escape traumatic shock.
Seligman, M. E., & Maier, S. F. (1967) · Journal of Experimental Psychology · doi:10.1037/h0024514 · Cited by 1,981 · cited 4× · see citing works
“…over an aversive experience, or the ability to influence its intensity, duration, onset, or termination, has long been recognized as a critical factor determining its behavioral and physiological impact on an organism (Brady, 1958; Mineka & Hendersen, 1985; Rotter, 1966; Seligman & Maier, 1967).”
InfluentialLocus of control: Current trends in theory and research
Lefcourt, H. M. (1976) · Medical Entomology and Zoology · Cited by 1,763 · see citing works
Neural Mechanisms of Extinction Learning and Retrieval
Quirk, G. J., & Mueller, D. (2008) · Neuropsychopharmacology · doi:10.1038/sj.npp.1301555 · Cited by 1,645 · see citing works
Fear Extinction as a Model for Translational Neuroscience: Ten Years of Progress
Milad, M. R., & Quirk, G. J. (2012) · Annual Review of Psychology · doi:10.1146/annurev.psych.121208.131631 · Cited by 1,466 · see citing works
Sierra-Mercado, D., Padilla-Coreano, N., & Quirk, G. J. (2011) · Neuropsychopharmacology · doi:10.1038/npp.2010.184 · Cited by 1,190 · 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
Self-citationAmat, J., Baratta, M. V., Paul, E., Bland, S. T., Watkins, L. R., & Maier, S. F. (2005) · Nature Neuroscience · doi:10.1038/nn1399 · Cited by 931 · see citing works
Mineka, S., & Zinbarg, R. (2006) · American Psychologist · doi:10.1037/0003-066x.61.1.10 · Cited by 929 · see citing works
Maier, S. F., & Watkins, L. R. (2005) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2005.03.021 · Cited by 737 · see citing works
Clinical Implications of Neuroscience Research in PTSD
van der Kolk, B. A. (2006) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1364.022 · Cited by 525 · see citing works
Peyron, C., Petit, J.-M., Rampon, C., Jouvet, M., & Luppi, P. (1997) · Neuroscience · doi:10.1016/s0306-4522(97)00268-6 · Cited by 509 · see citing works
Stress-induced enhancement of fear learning: An animal model of posttraumatic stress disorder
Rau, V., DeCola, J. P., & Fanselow, M. S. (2005) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2005.04.010 · Cited by 428 · see citing works
Amorapanth, P., LeDoux, J. E., & Nader, K. (2000) · Nature Neuroscience · doi:10.1038/71145 · Cited by 374 · see citing works
Role of the medial prefrontal cortex in coping and resilience
Maier, S. F., & Watkins, L. R. (2010) · Brain Research · doi:10.1016/j.brainres.2010.08.039 · Cited by 292 · see citing works
Active Avoidance Learning Requires Prefrontal Suppression of Amygdala-Mediated Defensive Reactions
Moscarello, J. M., & LeDoux, J. E. (2013) · The Journal of Neuroscience · doi:10.1523/jneurosci.2596-12.2013 · Cited by 277 · see citing works
The Internal Control Index: A Newly Developed Measure of Locus of Control
Duttweiler, P. C. (1984) · Educational and Psychological Measurement · doi:10.1177/0013164484442004 · Cited by 269 · see citing works
Amat, J., Paul, E., Zarza, C., Watkins, L. R., & Maier, S. F. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.3630-06.2006 · Cited by 249 · see citing works
A call to action: overcoming anxiety through active coping.
LeDoux, J. E., & Gorman, J. M. (2001) · American Journal of Psychiatry · doi:10.1176/appi.ajp.158.12.1953 · Cited by 238 · see citing works
Controllability and predictability in acquired motivation
Mineka, S., & Hendersen, R. W. (1985) · Annual Review of Psychology · doi:10.1146/annurev.ps.36.020185.002431 · Cited by 234 · see citing works
Amat, J., Matus-Amat, P., Watkins, L. R., & Maier, S. F. (1998) · Brain Research · doi:10.1016/s0006-8993(98)00960-3 · Cited by 222 · see citing works
Brady, J. V. (1958) · Scientific American · doi:10.1038/scientificamerican1058-95 · Cited by 190 · see citing works
Maier, S. F., Grahn, R. E., Kalman, B. A., Sutton, L. C., Wiertelak, E. P., & Watkins, L. R. (1993) · Behavioral Neuroscience · doi:10.1037//0735-7044.107.2.377 · Cited by 177 · see citing works
Early life experience alters behavior during social defeat: Focus on serotonergic systems
Gardner, K. L., Thrivikraman, K. V., Lightman, S. L., Plotsky, P. M., & Lowry, C. A. (2005) · Neuroscience · doi:10.1016/j.neuroscience.2005.07.042 · Cited by 169 · see citing works
Maier, S. F., Grahn, R. E., & Watkins, L. R. (1995) · Behavioral Neuroscience · doi:10.1037//0735-7044.109.3.404 · Cited by 167 · see citing works
Baratta, M. V., Christianson, J. P., Gomez, D. M., Zarza, C. M., Amat, J., Masini, C. V., Watkins, L. R., & Maier, S. F. (2007) · Neuroscience · doi:10.1016/j.neuroscience.2007.03.042 · Cited by 156 · see citing works
Amat, J., Paul, E., Watkins, L. R., & Maier, S. F. (2008) · Neuroscience · doi:10.1016/j.neuroscience.2008.04.005 · Cited by 153 · see citing works
Mineka, S., Gunnar, M. R., & Champoux, M. (1986) · Child Development · doi:10.2307/1130447 · Cited by 147 · see citing works
A Bayesian formulation of behavioral control
Huys, Q. J. M., & Dayan, P. (2009) · Cognition · doi:10.1016/j.cognition.2009.01.008 · Cited by 144 · see citing works
Baratta, M. V., Zarza, C. M., Gomez, D. M., Campeau, S., Watkins, L. R., & Maier, S. F. (2009) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2009.06867.x · Cited by 106 · see citing works
Behavioral control over shock blocks behavioral and neurochemical effects of later social defeat
Amat, J., Aleksejev, R. M., Paul, E., Watkins, L. R., & Maier, S. F. (2010) · Neuroscience · doi:10.1016/j.neuroscience.2009.11.005 · Cited by 101 · see citing works
Transituational immunization and therapy of learned helplessness in the rat.
Williams, J. L., & Maier, S. F. (1977) · Journal of Experimental Psychology Animal Behavior Processes · doi:10.1037/0097-7403.3.3.240 · Cited by 101 · see citing works
Goodkin, F. (1976) · Learning and Motivation · doi:10.1016/0023-9690(76)90044-8 · Cited by 92 · see citing works
Cain, C. K., & LeDoux, J. E. (2007) · Journal of Experimental Psychology: Animal Behavior Processes · doi:10.1037/0097-7403.33.4.451 · Cited by 72 · see citing works
Control of Their Environment Reduces Emotionality in Rats
Joffe, J. M., Rawson, R. A., & Mulick, J. A. (1973) · Science · doi:10.1126/science.180.4093.1383 · Cited by 66 · see citing works
Environmental Contingencies as Sources of Stress in Animals
Overmier, J. B., Patterson, J., & Wielkiewicz, R. M. (1980) · Springer eBooks · doi:10.1007/978-1-4684-1042-6_1 · Cited by 60 · see citing works
Baratta, M. V., Lucero, T. R., Amat, J., Watkins, L. R., & Maier, S. F. (2008) · Learning & Memory · doi:10.1101/lm.800308 · Cited by 58 · see citing works
Depression in an Animal Model: Focus on the Locus Ceruleus
Weiss, J. M., & Simson, P. G. (2007) · Novartis Foundation symposium · doi:10.1002/9780470513361.ch11 · Cited by 50 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Joffe J Rawson R Mulick J 1973 Control of their environmentreduces emotionality in rats Science 180 1383 84 4736265
Cited by
Sorted by citations
Emotion and Decision Making: Multiple Modulatory Neural Circuits
Phelps, E. A., Lempert, K. M., & Sokol‐Hessner, P. (2014) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-071013-014119 · Cited by 437 · see citing works
Self-citationMaren, S., & Holmes, A. (2016) · Neuropsychopharmacology · doi:10.1038/npp.2015.180 · Cited by 412 · see citing works
Prefrontal cortex, amygdala, and threat processing: implications for PTSD
Alexandra Kredlow, M., Fenster, R. J., Laurent, E. S., Ressler, K. J., & Phelps, E. A. (2022) · Neuropsychopharmacology · doi:10.1038/s41386-021-01155-7 · Cited by 346 · see citing works
“In humans, there is evidence that both avoidance learning and history with escapable shock can persistently reduce conditioned threat actions as measured with SCR, even when no avoidance action is available [114, 115].”
BackgroundSelf-citationMotivation and cognitive control in depression
Grahek, I., Shenhav, A., Musslick, S., Krebs, R. M., & Koster, E. H. W. (2019) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2019.04.011 · Cited by 360 · see citing works
Dunsmoor, J. E., Niv, Y., Daw, N., & Phelps, E. A. (2015) · Neuron · doi:10.1016/j.neuron.2015.09.028 · Cited by 329 · see citing works
Self-citationPost‐traumatic growth as positive personality change: Challenges, opportunities, and recommendations
Jayawickreme, E., Infurna, F. J., Alajak, K., Blackie, L. E. R., Chopik, W. J., Chung, J. M., Dorfman, A., Fleeson, W., Forgeard, M. J. C., Frazier, P., et al. (2021) · Journal of Personality · doi:10.1111/jopy.12591 · Cited by 333 · see citing works
Daviu, N., Füzesi, T., Rosenegger, D. G., Rasiah, N. P., Sterley, T.-L., Peringod, G., & Bains, J. S. (2020) · Nature Neuroscience · doi:10.1038/s41593-020-0591-0 · Cited by 217 · see citing works
Noradrenergic Modulation of Fear Conditioning and Extinction
Giustino, T. F., & Maren, S. (2018) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2018.00043 · Cited by 189 · see citing works
The interaction between stress and chronic pain through the lens of threat learning
Timmers, I., Quaedflieg, C., Hsu, C. M., Heathcote, L., Rovnaghi, C., & Simons, L. (2019) · Neuroscience and Biobehavioral Reviews · doi:10.1016/j.neubiorev.2019.10.007 · Cited by 171 · see citing works
A Cognitive Model of Psychological Resilience
Parsons, S. D., Kruijt, A., & Fox, E. (2016) · Journal of Experimental Psychopathology · doi:10.5127/jep.053415 · Cited by 177 · see citing works
Viewpoints: Dialogues on the functional role of the ventromedial prefrontal cortex
Delgado, M. R., Beer, J. S., Fellows, L. K., Huettel, S. A., Platt, M. L., Quirk, G. J., & Schiller, D. (2016) · Nature Neuroscience · doi:10.1038/nn.4438 · Cited by 163 · see citing works
Understanding clinical fear and anxiety through the lens of human fear conditioning
Beckers, T., Hermans, D., Lange, I., Luyten, L., Scheveneels, S., & Vervliet, B. (2023) · Nature Reviews Psychology · doi:10.1038/s44159-023-00156-1 · Cited by 138 · see citing works
Active avoidance: Neural mechanisms and attenuation of pavlovian conditioned responding
Boeke, E. A., Moscarello, J. M., LeDoux, J. E., Phelps, E. A., & Hartley, C. A. (2017) · The Journal of Neuroscience · doi:10.1523/jneurosci.3261-16.2017 · Cited by 131 · see citing works
“However, a previous study observed similar behavioral effects without any differential instruction between groups (Hartley et al., 2014).”
BackgroundResultSelf-citationMaier, S. F. (2015) · Neurobiology of Stress · doi:10.1016/j.ynstr.2014.09.003 · Cited by 143 · see citing works
Agency and the Calibration of Motivated Behavior
Moscarello, J. M., & Hartley, C. A. (2017) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2017.06.008 · Cited by 137 · see citing works
Self-citationCohodes, E. M., Kitt, E. R., Baskin-sommers, A. R., & Gee, D. G. (2020) · Developmental Psychobiology · doi:10.1002/dev.21969 · Cited by 125 · see citing works
Surget, A., & Belzung, C. (2021) · Molecular Psychiatry · doi:10.1038/s41380-021-01136-8 · Cited by 122 · see citing works
A Reward-Based Framework of Perceived Control
Ly, V., Wang, K. S., Bhanji, J. P., & Delgado, M. R. (2019) · Frontiers in Neuroscience · doi:10.3389/fnins.2019.00065 · Cited by 112 · see citing works
The dynamics of the stress neuromatrix
Sousa, N. (2016) · Molecular Psychiatry · doi:10.1038/mp.2015.196 · Cited by 105 · see citing works
An affective neuroscience model of boosting resilience in adults
Tabibnia, G. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2020.05.005 · Cited by 109 · see citing works
Goode, T. D., & Maren, S. (2014) · ILAR Journal · doi:10.1093/ilar/ilu008 · Cited by 87 · see citing works
Modulation of Fear Extinction by Stress, Stress Hormones and Estradiol: A Review
Stockhorst, U., & Antov, M. I. (2016) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2015.00359 · Cited by 86 · see citing works
Dolzani, S. D., Baratta, M. V., Amat, J., Agster, K. L., Saddoris, M. P., Watkins, L. R., & Maier, S. F. (2016) · eNeuro · doi:10.1523/eneuro.0229-16.2016 · Cited by 72 · see citing works
Using expectation violation models to improve the outcome of psychological treatments
Rief, W., Sperl, M. F. J., Braun-Koch, K., Khosrowtaj, Z., Kirchner, L., Schäfer, L. N., Schwarting, R. K. W., Teige‐Mocigemba, S., & Panitz, C. (2022) · Clinical Psychology Review · doi:10.1016/j.cpr.2022.102212 · Cited by 72 · see citing works
Heeren, A., & Asmundson, G. J. G. (2023) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2022.102654 · Cited by 71 · see citing works
Flexibility in the face of fear: Hippocampal-prefrontal regulation of fear and avoidance
Moscarello, J. M., & Maren, S. (2017) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2017.09.010 · Cited by 63 · see citing works
Dymond, S. (2019) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2019.01.007 · Cited by 79 · see citing works
Pattern of dopamine signaling during aversive events predicts active avoidance learning
Stelly, C. E., Haug, G. C., Fonzi, K. M., Garcia, M. A., Tritley, S. C., Magnon, A. P., Ramos, M. A. P., & Wanat, M. J. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1904249116 · Cited by 62 · see citing works
From avoidance to approach: The influence of threat-of-shock on reward-based decision making
Bublatzky, F., Alpers, G. W., & Pittig, A. (2017) · Behaviour Research and Therapy · doi:10.1016/j.brat.2017.01.003 · Cited by 59 · see citing works
A Decision Architecture for Safety Computations
Tashjian, S. M., Zbozinek, T. D., & Mobbs, D. (2021) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2021.01.013 · Cited by 60 · see citing works
Perceived control alters the effect of acute stress on persistence.
Bhanji, J. P., Kim, E. S., & Delgado, M. R. (2016) · Journal of Experimental Psychology General · doi:10.1037/xge0000137 · Cited by 58 · see citing works
Building Resilience: The Stress Response as a Driving Force for Neuroplasticity and Adaptation
Hermans, E. J., Hendler, T., & Kalisch, R. (2024) · Biological Psychiatry · doi:10.1016/j.biopsych.2024.10.016 · Cited by 60 · see citing works
Controllability over stressor decreases responses in key threat-related brain areas
Limbachia, C., Morrow, K., Khibovska, A., Meyer, C., Padmala, S., & Pessoa, L. (2021) · Communications Biology · doi:10.1038/s42003-020-01537-5 · Cited by 55 · see citing works
Lisboa, S. F., Vila-Verde, C., Rosa, J., Uliana, D. L., Stern, C. A. J., Bertoglio, L. J., Resstel, L. B., & Guimaraes, F. S. (2019) · Psychopharmacology · doi:10.1007/s00213-018-5127-x · Cited by 54 · see citing works
Merabet, N., Lucassen, P. J., Crielaard, L., Stronks, K., Quax, R., Sloot, P. M. A., la Fleur, S. E., & Nicolaou, M. (2021) · Frontiers in Neuroendocrinology · doi:10.1016/j.yfrne.2021.100972 · Cited by 62 · see citing works
Partial reinforcement of avoidance and resistance to extinction in humans
Xia, W., Dymond, S., Lloyd, K. R., & Vervliet, B. (2017) · Behaviour Research and Therapy · doi:10.1016/j.brat.2017.04.002 · Cited by 51 · see citing works
Voluntary arousing negative experiences (VANE): Why we like to be scared.
Kerr, M., Siegle, G. J., & Orsini, J. (2018) · Emotion · doi:10.1037/emo0000470 · Cited by 52 · see citing works
Choi, B. (2020) · Studies in Higher Education · doi:10.1080/03075079.2020.1712691 · Cited by 57 · see citing works
How perception of control shapes decision making
Wang, K. S., Yang, Y.-Y., & Delgado, M. R. (2021) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2021.04.003 · Cited by 46 · see citing works
Fassett-Carman, A. N., Hankin, B. L., & Snyder, H. R. (2018) · Anxiety Stress & Coping · doi:10.1080/10615806.2018.1532504 · Cited by 46 · see citing works
Ventromedial prefrontal cortex activity and pathological worry in generalised anxiety disorder
Via, E., Fullana, M. A., Goldberg, X., Tinoco-González, D., Martínez‐Zalacaín, I., Soriano‐Mas, C., Davey, C. G., Menchón, J. M., Straube, B., Kircher, T. T. J., et al. (2018) · The British Journal of Psychiatry · doi:10.1192/bjp.2018.65 · Cited by 45 · see citing works
Battaglia, S., Fazio, C. D., Mazzà, M., Tamietto, M., & Avenanti, A. (2024) · International Journal of Molecular Sciences · doi:10.3390/ijms25020864 · Cited by 45 · see citing works
Fassett-Carman, A. N., DiDomenico, G. E., von Steiger, J., & Snyder, H. R. (2019) · Journal of Affective Disorders · doi:10.1016/j.jad.2019.09.053 · Cited by 41 · see citing works
Saravia, R., Ten-Blanco, M., Julià‐Hernández, M., Gagliano, H., Andero, R., Armario, A., Maldonado, R. J., & Berrendero, F. (2018) · Neuropharmacology · doi:10.1016/j.neuropharm.2018.11.016 · Cited by 37 · see citing works
Unrelenting Fear Under Stress: Neural Circuits and Mechanisms for the Immediate Extinction Deficit
Maren, S. (2022) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2022.888461 · Cited by 33 · see citing works
Health and social outcomes in highly sensitive persons
Jagiellowicz, J., Zarinafsar, S., & Acevedo, B. P. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-818251-2.00004-7 · Cited by 23 · see citing works
Threat-related disorders as persistent motivational states of defense
Corchs, F., & Schiller, D. (2018) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2018.10.007 · Cited by 23 · see citing works
Mathematical and Computational Modeling of Suicidal Thinking as a Complex Dynamical SystemPreprint
Wang, S. B., Robinaugh, D. J., Millner, A. J., Fortgang, R. G., Hamm, S., Barrow, C., & Nock, M. (2023) · doi:10.31234/osf.io/b29cs · Cited by 22 · see citing works
Cohodes, E. M., McCauley, S., Pierre, J. C., Hodges, H. R., Haberman, J. T., Santiuste, I., Rogers, M. K., Wang, J., Mandell, J. D., & Gee, D. G. (2023) · Developmental Psychobiology · doi:10.1002/dev.22372 · Cited by 21 · see citing works
The art therapy relational neuroscience and memory reconsolidation four drawing protocol
Hass‐Cohen, N., & Findlay, J. C. (2019) · The Arts in Psychotherapy · doi:10.1016/j.aip.2019.03.002 · Cited by 22 · see citing works
Don't stress, it's under control: Neural correlates of stressor controllability in humans
Meine, L. E., Meier, J., Meyer, B., & Wessa, M. (2021) · NeuroImage · doi:10.1016/j.neuroimage.2021.118701 · Cited by 19 · see citing works
Sanchís-Ollé, M., Fuentes, S., Úbeda-Contreras, J., Lalanza, J. F., Ramos-Prats, A., Armario, A., & Nadal, R. A. (2019) · Scientific Reports · doi:10.1038/s41598-019-40061-3 · Cited by 19 · see citing works
Should I Stay or Should I Go? CRHPVN Neurons Gate State Transitions in Stress-Related Behaviors
Daviu, N., & Bains, J. S. (2021) · Endocrinology · doi:10.1210/endocr/bqab061 · Cited by 18 · see citing works
Cohodes, E. M., Sisk, L. M., Keding, T. J., Mandell, J. D., Notti, M. E., & Gee, D. G. (2023) · Development and Psychopathology · doi:10.1017/s0954579423000822 · Cited by 17 · see citing works
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Mertens, G., Engelhard, I. M., Novacek, D. M., & McNally, R. J. (2023) · Perspectives on Psychological Science · doi:10.1177/17456916231178720 · Cited by 15 · see citing works
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Na, S., Rhoads, S. A., Yu, A. N. C., Fiore, V. G., & Gu, X. (2023) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105139 · Cited by 15 · see citing works
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Shannonhouse, J. L., Fong, L. A., Clossen, B. L., Hairgrove, R. E., York, D. C., Walker, B. B., Hercules, G. W., Mertesdorf, L., Patel, M., & Morgan, C. (2014) · Physiology & Behavior · doi:10.1016/j.physbeh.2014.05.019 · Cited by 11 · see citing works
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Wanke, N., & Schwabe, L. (2020) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsaa074 · Cited by 10 · see citing works
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Cohodes, E. M., Odriozola, P., Mandell, J. D., Caballero, C., McCauley, S., Zacharek, S. J., Hodges, H. R., Haberman, J. T., Smith, M., Thomas, J., et al. (2022) · Development and Psychopathology · doi:10.1017/s0954579421001498 · Cited by 10 · see citing works
Self-citationGuitart‐Masip, M., Walsh, A. T., Dayan, P., & Olsson, A. (2023) · Scientific Reports · doi:10.1038/s41598-023-45179-z · Cited by 11 · see citing works
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Meine, L. E., Schüler, K., Richter-Levin, G., Scholz, V., & Wessa, M. (2020) · International Journal of Molecular Sciences · doi:10.3390/ijms21176010 · Cited by 8 · see citing works
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Hartley, C. A., Coelho, C. A. O., Boeke, E. A., Ramirez, F., & Phelps, E. (2018) · Psychopharmacology · doi:10.1007/s00213-018-5082-6 · Cited by 10 · see citing works
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Hass‐Cohen, N., & Clay, J. C. (2025) · Frontiers in Cognition · doi:10.3389/fcogn.2025.1518743 · Cited by 6 · see citing works
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Whipple, S. S., & Dimitrova-Grajzl, V. P. (2023) · Learning Environments Research · doi:10.1007/s10984-023-09473-x · Cited by 1 · see citing works
de Vignemont, F. (2024) · Mind & Language · doi:10.1111/mila.12506 · Cited by 1 · see citing works
Dudziak, M., Franssen, M., Vervliet, B., & Beckers, T. (2025) · Behaviour Research and Therapy · doi:10.1016/j.brat.2025.104842 · Cited by 1 · see citing works
Myles, L. A. M., Hotton, M., Madden, F., & Salkovskis, P. M. (2025) · Clinical Psychology Review · doi:10.1016/j.cpr.2025.102661 · Cited by 1 · see citing works
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Zhan, Y., Dong, F., Zhang, Y., & Wei, P. (2026) · Psychophysiology · doi:10.1111/psyp.70336 · Cited by 1 · see citing works
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Bhanji, J., Yang, Y.-Y., & Delgado, M. (2022) · Advances in Motivation Science · doi:10.1016/bs.adms.2022.01.002 · Cited by 2 · see citing works
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Zinbarg, R. E., Williams, A. L., Kramer, A. M., & Schmidt, M. R. (2023) · Oxford University Press eBooks · doi:10.1093/med-psych/9780197542521.003.0007 · Cited by 1 · see citing works
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Haruno, M., & Fujino, M. (2024) · doi:10.31234/osf.io/r7p6w · Cited by 1 · see citing works
Xing, X., Fu, J., Wang, H., & Zheng, X.-G. (2021) · Brain Research · doi:10.1016/j.brainres.2021.147398
Rodríguez, M., Contreras, M., Domic‐Siede, M., Cerić, F., & Torrealba, F. (2021) · Journal of Visualized Experiments · doi:10.3791/63078
Rodríguez, M., Contreras, M., Domic‐Siede, M., Cerić, F., & Torrealba, F. (2021) · doi:10.3791/63078-v
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Shi, Z. (2021) · Advances in Social Science, Education and Humanities Research/Advances in social science, education and humanities research · doi:10.2991/assehr.k.211220.143 · Cited by 1 · see citing works
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Saragosa-Harris, N. M., & Silvers, J. A. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-819641-0.00072-4
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Saragosa-Harris, N. M., & Silvers, J. A. (2022) · Frontiers for Young Minds · doi:10.3389/frym.2022.710002
Walsh, A. T., Dayan, P., Olsson, A., & Guitart‐Masip, M. (2022) · doi:10.31234/osf.io/jbuqt
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Tashjian, S. M., Cussen, J., Deng, W., Zhang, B., & Mobbs, D. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.07.19.604228
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Acevedo, B. P. (2024) · Elsevier eBooks · doi:10.1016/b978-0-323-99727-0.00002-1
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Phelps, E. A. (2024) · Cerebral Cortex · doi:10.1093/cercor/bhae466
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- Authors
- Hartley, C. A., Gorun, A., Reddan, M. C., Ramirez, F., & Phelps, E. A.
- Affiliations
- Weill Cornell Medicine (US)
- New York University (US)
- Icahn School of Medicine at Mount Sinai (US)
- Nathan Kline Institute for Psychiatric Research (US)
- Corresponding author
- Phelps, Elizabeth A.
- Venue
- Neurobiology of Learning and Memory
- Publisher
- Elsevier BV
- Published
- 2014-09
- Volume
- 113
- Pages
- 149-156
- ISSN
- 1074-7427 (ISSN-L)
- PMC
- PMC4053478
- OpenAlex
- W2004180496
- Cited by
- 110
- References
- 39
- Citations by year
- 2026: 7 · 2025: 14 · 2024: 12 · 2023: 10 · 2022: 9 · 2021: 15 · 2020: 9 · 2019: 9 · 2018: 7 · 2017: 5 · 2016: 6 · 2015: 3 · 2014: 4
- FWCI
- 2.38
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Neurobiology of Learning and Memory (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Digital Access to Scholarship at Harvard (DASH) (Harvard University) (submittedVersion, cc-by)
- Funders
- National Science Foundation
- National Institute of Mental Health (R01MH080756, R01MH097085, MH 080756, MH062104, R01MH062104)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Social Sciences › Psychology › Clinical Psychology › Posttraumatic Stress Disorder Research
- Keywords
- stressor controllability, fear extinction, inescapable stress, fear conditioning, anxiety disorders, psychological resilience, trauma exposure, extinction retrieval
- MeSH terms
- Adolescent, Adult, Avoidance Learning, Conditioning, Classical, Extinction, Psychological, Fear, Female, Humans, Male, Middle Aged, Random Allocation, Stress, Psychological, Young Adult
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