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Neurons in medial prefrontal cortex signal memory for fear extinction
Abstract
Conditioned fear responses to a tone previously paired with a shock diminish if the tone is repeatedly presented without the shock, a process known as extinction. Since Pavlov it has been hypothesized that extinction does not erase conditioning, but forms a new memory. Destruction of the ventral medial prefrontal cortex, which consists of infralimbic and prelimbic cortices, blocks recall of fear extinction, indicating that medial prefrontal cortex might store long-term extinction memory. Here we show that infralimbic neurons recorded during fear conditioning and extinction fire to the tone only when rats are recalling extinction on the following day. Rats that froze the least showed the greatest increase in infralimbic tone responses. We also show that conditioned tones paired with brief electrical stimulation of infralimbic cortex elicit low freezing in rats that had not been extinguished. Thus, stimulation resembling extinction-induced infralimbic tone responses is able to simulate extinction memory. We suggest that consolidation of extinction learning potentiates infralimbic activity, which inhibits fear during subsequent encounters with fear stimuli.
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In the citing paper
“vmPFC activation during recall of extinction memory inhibits the amygdala and dampens fear expression”
From Childhood adversity and neural development: Deprivation and threat as distinct dimensions of early experience (2014) · cites this paper as Milad and Quirk, 2002
In the citing paper
“This hypothesis was based on evidence that PFC (1) is critical for extinction retention (Herry and Garcia, 2003;Quirk et al, 2000;Milad and Quirk, 2002)”
From Impaired Extinction Retention in Adolescent Rats: Effects of D-Cycloserine (2010) · cites this paper as Milad and Quirk, 2002
In the citing paper
“A number of studies on rats suggest that activity in PrL underlies the expression of conditioned fear (27, 40, 41), whereas activity in IL underlies the extinction of conditioned fear (10, 27, 41, 42).”
From Functional anatomy of ventromedial prefrontal cortex: implications for mood and anxiety disorders (2012) · cites this paper as [10]
In the citing paper
“fear extinction studies suggest that both rat IL (10, 22, 27, 41, 42) and primate vmPFC (12, 15, 43) play a significant role in the successful recall of fear extinction.”
From Functional anatomy of ventromedial prefrontal cortex: implications for mood and anxiety disorders (2012) · cites this paper as [10]
In the citing paper
“Consistent with previous resting-state functional connectivity studies14,15 and effective connectivity studies,17,54 we found anticorrelations between the amygdala and medial prefrontal regions, including the dorsal and rostral ACC, consistent with our a priori hypothesis.”
From Altered resting-state amygdala functional connectivity in men with posttraumatic stress disorder (2012) · cites this paper as [54]
In the citing paper
“Such a lack of inhibition from dorsal medial regions to the amygdala can be interpreted as a deficit in automatic emotion regulation10 or a lack of cognitive control over emotion.54”
From Altered resting-state amygdala functional connectivity in men with posttraumatic stress disorder (2012) · cites this paper as [54]
In the citing paper
“electrical stimulation of infralimbic cortex reduces freezing to the CS even in animals that are resistant to extinction training108,112.”
From Resolving the neural circuits of anxiety (2015) · cites this paper as [108]
In the citing paper
“increased activity in the infralimbic cortex is associated with fear extinction108”
From Resolving the neural circuits of anxiety (2015) · cites this paper as [108]
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Morris, J. S., & Dolan, R. J. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.01.012 · Cited by 157
“…prefrontal cortex plays a critical role in extinction of classical (fear) conditioning (Morgan and LeDoux, 1995; Morgan et al., 1993), while electrophysiological studies in animals have shown fear extinction ‘‘memory’’ responses in ventromedial prefrontal neurons (Milad and Quirk, 2002).”
Namboodiri, V. M. K., Otis, J. M., van Heeswijk, K., Voets, E. S., Alghorazi, R. A., Rodriguez-Romaguera, J., Mihalas, S., & Stuber, G. D. (2019) · Nature Neuroscience · doi:10.1038/s41593-019-0408-1 · Cited by 150
Sex-Specific Neuroanatomical Correlates of Fear Expression in Prefrontal-Amygdala Circuits
Gruene, T. M., Roberts, E., Thomas, V., Ronzio, A., & Shansky, R. M. (2014) · Biological Psychiatry · doi:10.1016/j.biopsych.2014.11.014 · Cited by 169
“In humans and animals, extinction of a conditioned fear response depends on communication between the medial prefrontal cortex (mPFC) and the amygdala (1,2).”
The habenula encodes negative motivational value associated with primary punishment in humans
Lawson, R. P., Seymour, B., Loh, E., Lutti, A., Dolan, R. J., Dayan, P., Weiskopf, N., & Roiser, J. P. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1323586111 · Cited by 153
“S5B), consistent with the role of the latter regions in the acquisition of conditioned fear in both rodents and humans (27, 28).”
Anxiety and hippocampal neuronal activity: Relationship and potential mechanisms
Ghasemi, M., Navidhamidi, M., Rezaei, F., Azizikia, A., & Mehranfard, N. (2021) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-021-00973-y · Cited by 175
“Growing evidence suggests an important role of medial PFC in encoding and consolidation of extinction memories (Laurent & Westbrook, 2009; Milad & Quirk, 2002).”
BackgroundKim, J. H., Hamlin, A. S., & Richardson, R. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.0596-09.2009 · Cited by 154
“For example, permanent and temporary lesions of the ventral mPFC impair long-term extinction (e.g., Morgan et al., 2003; Sierra-Mercado et al., 2006), and neural activity in this structure predicts the strength of extinction expression (Milad and Quirk, 2002).”
BackgroundInfluentialHuman amygdala development in the absence of species‐expected caregiving
Tottenham, N. (2012) · Developmental Psychobiology · doi:10.1002/dev.20531 · Cited by 149
“The amygdala has direct structural and functional connections with the ventral PFC (Amaral, Price, Pitkanen, & Carmichael, 1992; Ghashghaei, Hilgetag, & Barbas, 2007; Milad & Quirk, 2002).”
BackgroundDeconstructing the Gestalt: Mechanisms of Fear, Threat, and Trauma Memory Encoding
Maddox, S. A., Hartmann, J., Ross, R., & Ressler, K. J. (2019) · Neuron · doi:10.1016/j.neuron.2019.03.017 · Cited by 160
“Extinction and exposure-based methods of impairing the expression of threat and traumarelevant memories rely on cortical processing and the strengthening of cortical circuits which can in turn inhibit the expression of the coexisting trauma memories (Milad and Quirk, 2002; Sotres-Bayon et al., 2004).”
BackgroundThe human amygdala and orbital prefrontal cortex in behavioural regulation
Dolan, R. J. (2007) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2007.2088 · Cited by 150
“…similar regions highlighted in animal studies of extinction learning, with the caveat that there are difficulties in identifying homologies between human and rodent models (White & Davey 1989; Repa et al. 2001; Herry & Garcia 2002; Milad & Quirk 2002; Hobin et al. 2003; Quirk & Gehlert 2003).”
BackgroundCortico–Basal Ganglia Circuit Function in Psychiatric Disease
Gunaydin, L. A., & Kreitzer, A. C. (2015) · Annual Review of Physiology · doi:10.1146/annurev-physiol-021115-105355 · Cited by 155
Building and Burying Fear Memories in the Brain
Maren, S. (2005) · The Neuroscientist · doi:10.1177/1073858404269232 · Cited by 157
“Moreover, prefrontal cortical neurons exhibit extinction-related changes in spike firing, and pairing prefrontal cortical stimulation with auditory CSs yields behavioral extinction (Milad and Quirk 2002).”
BackgroundAkirav, I., Raizel, H., & Maroun, M. (2006) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2006.04603.x · Cited by 160
Schmahl, C., Vermetten, E., Elzinga, B., & Bremner, J. (2004) · Biological Psychiatry · doi:10.1016/j.biopsych.2003.11.007 · Cited by 145
“Moreover, medial prefrontal cortex neurons could also be shown to store long-term extinction memory (Milad and Quirk 2002).”
Sangha, S., Diehl, M. M., Bergstrom, H. C., & Drew, M. R. (2019) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2019.11.006 · Cited by 151
Variant BDNF Val66Met Polymorphism Affects Extinction of Conditioned Aversive Memory
Yu, H., Wang, Y., Pattwell, S. S., Jing, D., Liu, T., Zhang, Y., Bath, K. G., Lee, F. S., & Chen, Z.-Y. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.5539-08.2009 · Cited by 153
“…in the vmPFC, which has been shown to play a significant role in extinction of both CTA and conditioned fear responses (Morgan et al., 1993; Quirk et al., 2000; Milad and Quirk, 2002; Barrett et al., 2003; Santini et al., 2004; Mickley et al., 2005; Milad et al., 2005; Quirk and Mueller, 2008).”
BackgroundImmunohistochemical Analyses of Long-Term Extinction of Conditioned Fear in Adolescent Rats
Kim, J. H., Li, S., & Richardson, R. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhq116 · Cited by 149
Single dose of l -dopa makes extinction memories context-independent and prevents the return of fear
Haaker, J., Gaburro, S., Sah, A., Gartmann, N., Lonsdorf, T. B., Meier, K., Singewald, N., Pape, H.-C., Morellini, F., & Kalisch, R. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1303061110 · Cited by 166
Dissociation of within- and between-Session Extinction of Conditioned Fear
Plendl, W., & Wotjak, C. T. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.6038-09.2010 · Cited by 162
“This is a striking observation, since the infralimbic cortex undergoes plastic changes during relearning/extinction training (Santini et al., 2008), which are thought to underlie its subsequent involvement in suppression of conditioned fear during extinction recall (Milad and Quirk, 2002).”
BackgroundMetabolic Mapping of Mouse Brain Activity after Extinction of a Conditioned Emotional Response
Barrett, D. W., Shumake, J., Jones, D., & Gonzalez-Lima, F. (2003) · Journal of Neuroscience · doi:10.1523/jneurosci.23-13-05740.2003 · Cited by 148
“Although it was reported long ago that amygdala lesions disrupt CER acquisition (for review, see Goddard, 1964), recent findings suggest that the retention of CER extinction is linked to prefrontal cortex (Milad and Quirk, 2002).”
BackgroundHartley, C. A., Fischl, B., & Phelps, E. A. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhq253 · Cited by 143
Auber, A., Tedesco, V., Jones, C. E., Monfils, M., & Chiamulera, C. (2013) · Psychopharmacology · doi:10.1007/s00213-013-3004-1 · Cited by 157
“…reduces the response in the short term and is entirely non-invasive, extinction procedures do not typically modify the original memory trace and instead lead to the development of a new, separate memory that inhibits responding (Pavlov 1927; Bouton 1993; Quirk et al. 2000; Milad and Quirk 2002).”
Andrewes, D. G., & Jenkins, L. M. (2019) · Neuropsychology Review · doi:10.1007/s11065-019-09398-4 · Cited by 169
Bowers, M. E., & Ressler, K. J. (2015) · Biological Psychiatry · doi:10.1016/j.biopsych.2015.06.008 · Cited by 155
“These studies, along with evidence that tDCS of the dorsolateral prefrontal cortex modulates consolidation of cued fear, underline the importance of mPFC in fear learning, which has been extensively studied in rodents (6,236,237).”
Rabinak, C. A., Angstadt, M., Lyons, M., Mori, S., Milad, M. R., Liberzon, I., & Phan, K. L. (2013) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2013.09.009 · Cited by 148
“…brain regions that interconnect with the AMYG, particularly the vmPFC, are important for consolidation and retrieval of extinction memories and consequent attenuation of conditioned fear responses perhaps via inhibiting AMYG output (Milad & Quirk, 2002; Phelps et al., 2004; Quirk & Mueller, 2008).”
BackgroundSelf-citationSakata, K., Martinowich, K., Woo, N. H., Schloesser, R. J., Jimenez, D. V., Ji, Y., Shen, L., & Lu, B. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1222872110 · Cited by 146
“To determine further the impact of activity-dependent BDNF expression in perseveration, we examined the extinction of contextual fear memory (23, 24), a process requiring transcription and translation in the PFC and hippocampus (25, 26).”
BackgroundO’Donovan, A., Slavich, G. M., Epel, E. S., & Neylan, T. C. (2012) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2012.10.013 · Cited by 156
“The mPFC, on the other hand, is involved in fear extinction learning, or the acquired down-regulation of threat-related responses after threats have passed (Milad and Quirk, 2002; Milad et al., 2006).”
Hamani, C., Diwan, M., Isabella, S., Lozano, A. M., & Nobrega, J. N. (2010) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2009.12.010 · Cited by 145
Prefrontal-Periaqueductal Gray-Projecting Neurons Mediate Context Fear Discrimination
Rozeske, R. R., Jercog, D., Karalis, N., Chaudun, F., Khoder, S., Girard, D., Winke, N., & Herry, C. (2018) · Neuron · doi:10.1016/j.neuron.2017.12.044 · Cited by 156
“, 2007; Sharpe and Killcross, 2015; Xu and S€ udhof, 2013; Yoshida and Ishii, 2006), and it is critical for the regulation of emotional memory (Bukalo et al., 2015; Courtin et al., 2014; Dejean et al., 2016; Likhtik et al., 2014; Livneh and Paz, 2012; Milad and Quirk, 2002; Motzkin et al., 2015; Rozeske et al., 2015;…”
Prefrontal neuronal circuits of contextual fear conditioning
Rozeske, R. R., Valério, S., Chaudun, F., & Herry, C. (2014) · Genes Brain & Behavior · doi:10.1111/gbb.12181 · Cited by 158
The centrality of fear extinction in linking risk factors to PTSD: A narrative review
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Postnatal Day 2 to 11 Constitutes a 5-HT-Sensitive Period Impacting Adult mPFC Function
Rebello, T. J., Yu, Q., Goodfellow, N. M., Cagliostro, M. K. C., Teissier, A., Morelli, E., Demireva, E. Y., Chemiakine, A., Rosoklija, G. B., Dwork, A. J., et al. (2014) · Journal of Neuroscience · doi:10.1523/jneurosci.1020-13.2014 · Cited by 145
“…2006, 2011; Farrell et al., 2010; Santini and Porter, 2010); extinction recall is associated with increased burst firing in IL pyramidal neurons (Milad and Quirk, 2002; Rabinak et al., 2008; Santini et al., 2008; Santini and Porter, 2010); and enhanced PL excitability is associated with…”
BackgroundShansky, R., & Morrison, J. (2009) · Brain Research · doi:10.1016/j.brainres.2009.03.062 · Cited by 163
“…the projection pathway from the IL to the BLA is known to mediate the recall of extinction following fear conditioning (Lebron et al., 2004; Morgan et al., 1993; Milad and Quirk, 2002), a task consistent with the mPFC's regulation of amygdala activity and suppression of inappropriate responses.”
BackgroundKeifer Jr, O. P., Hurt, R. C., Gutman, D. A., Keilholz, S. D., Gourley, S. L., & Ressler, K. J. (2015) · Nature Communications · doi:10.1038/ncomms8582 · Cited by 132
Deep brain stimulation of the ventral striatum enhances extinction of conditioned fear
Rodríguez-Romaguera, J., Monte, F. H. D., & Quirk, G. J. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1200782109 · Cited by 146
“IL is a critical site of plasticity for extinction (18), and neurons in IL increase their tone responses and bursting after extinction (41, 42).”
BackgroundSelf-citationMorgan, M. A., Schulkin, J. A., & LeDoux, J. E. (2003) · Behavioural Brain Research · doi:10.1016/j.bbr.2003.09.021 · Cited by 140
“Although recent studies suggest that mPFC is not influential or active during acquisition[38,50], this should be explored further.”
BackgroundInfluentialPavlovian fear memory circuits and phenotype models of PTSD
Johnson, L. R., McGuire, J., Lazarus, R., & Palmer, A. A. (2012) · Neuropharmacology · doi:10.1016/j.neuropharm.2011.07.004 · Cited by 140
“, 1993; Myers and Davis, 2007), as well as direct electrophysiological recordings (Milad and Quirk, 2002), indicate a key role for the mPFC in extinction.”
BackgroundRoles of the Endocannabinoid System in Learning and Memory
Marsicano, G., & Lafenêtre, P. (2009) · Current topics in behavioral neurosciences · doi:10.1007/978-3-540-88955-7_8 · Cited by 153
“Consistently, a region that plays an important function in the storage of extinction memory, the medial prefrontal cortex (PFC) ( Milad and Quirk 2002 ), is able to stimulate ICM neurons, e.g.”
BackgroundRogers, M. A., Yamasue, H., Abe, O., Yamada, H., Ohtani, T., Iwanami, A., Aoki, S., Kato, N., & Kasai, K. (2009) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2009.06.001 · Cited by 142
“Previous animal studies have shown that successful extinction of fear reaction requires interaction between synaptic plasticity of the amygdala and the ACC (Milad and Quirk, 2002; Herry and Mons, 2004).”
BackgroundLebron-Milad, K., Abbs, B., Milad, M. R., Linnman, C., Rougemount-Bücking, A., Zeidan, M. A., Holt, D. J., & Goldstein, J. M. (2012) · Biology of Mood & Anxiety Disorders · doi:10.1186/2045-5380-2-7 · Cited by 138
“The first four trials were used for extinction recall because we wanted to minimize any confound introduced by additional extinction learning during this phase, and electrophysiological data from rodents indicates that the vmPFC only signals extinction recall during the beginning of extinction recall [42].”
BackgroundSelf-citationBryant, R. A., Felmingham, K. L., Whitford, T. J., Kemp, A. H., Hughes, G., Peduto, A. S., & Williams, L. M. (2008) · Journal of Psychiatry and Neuroscience · doi:10.1139/jpn.0816 · Cited by 142
Tronson, N. C., Schrick, C., Guzman, Y. F., Huh, K. H., Srivastava, D. P., Penzes, P., Guedea, A. L., Gao, C., & Radulovic, J. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.5619-08.2009 · Cited by 136
“Whereas the prefrontal cortex involves excitatory glutamatergic-mediated mechanisms to form new extinction memories (Milad and Quirk, 2002), and the amygdala recruits learning mechanisms involving both excitatory and inhibitory neurotransmission to regulate expression of fear (Falls et al.”
BackgroundBentz, D., Michael, T., de Quervain, D. J. ‐., & Wilhelm, F. H. (2009) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2009.10.011 · Cited by 136
“…includes the amygdala, prefrontal cortex, and hippocampus, and recent studies have implicated the medial prefrontal cortex as a potential site for the consolidation of extinction learning and subsequent retention of extinction memory (Milad & Quirk, 2002; Milad, Rauch, Pitman, & Quirk, 2006).”
Frielingsdorf, H., Bath, K. G., Soliman, F., Difede, J., Casey, B. J., & Lee, F. S. (2010) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2010.05722.x · Cited by 139
Infralimbic D2 Receptors Are Necessary for Fear Extinction and Extinction-Related Tone Responses
Mueller, D. T., Bravo-Rivera, C., & Quirk, G. J. (2010) · Biological Psychiatry · doi:10.1016/j.biopsych.2010.08.014 · Cited by 139
“Tone responses in IL are orrelated with extinction retention (10), and electrical stimulation esigned to mimic tone responses in this region during extinction nhances extinction retention (10,37).”
BackgroundMethodInfluentialSelf-citationCannabinoid facilitation of fear extinction memory recall in humans
Rabinak, C. A., Angstadt, M., Sripada, C. S., Abelson, J. L., Liberzon, I., Milad, M. R., & Phan, K. L. (2013) · Neuropharmacology · doi:10.1016/j.neuropharm.2012.06.063 · Cited by 163
“In rats, cells within the infralimbic cortex (IL), a homologous structure to the human vmPFC, display robust CS-elicited activity during extinction recall which is inversely correlated with spontaneous recovery of fear CRs (Milad and Quirk, 2002).”
Self-citationLafenêtre, P., Chaouloff, F., & Marsicano, G. (2007) · Pharmacological Research · doi:10.1016/j.phrs.2007.09.006 · Cited by 143
Systemic blockade of D2-like dopamine receptors facilitates extinction of conditioned fear in micePreprint
Ponnusamy, R., Nissim, H. A., & Barad, M. (2005) · Learning & Memory · doi:10.1101/lm.96605 · Cited by 135
“2001; Stevenson and Gratton 2004) and infralimbic prefrontal cortex (Quirk et al. 2000; Santini et al. 2001, 2004; Milad and Quirk 2002; Lebron et al. 2004) will be crucial to dissecting the synaptic, cellular, and circuit bases of the D2 antagonist facilitation of extinction.”
BackgroundDifferent Fear States Engage Distinct Networks within the Intercalated Cell Clusters of the Amygdala
Busti, D., Geracitano, R., Whittle, N., Dalezios, Y., Mańko, M., Kaufmann, W. A., Sätzler, K., Singewald, N., Capogna, M., & Ferraguti, F. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.6100-10.2011 · Cited by 137
“Distinct role of ITC clusters in different fear states The recruitment of ITC neurons by BLA and infralimbic cortex (IL) was proposed to account for the inhibition of CEm neurons and hence of fear expression after extinction training (Milad and Quirk, 2002; Burgos-Robles et al., 2007; Jüngling et al., 2008; Sotres-Bay…”
BackgroundLueken, U., Zierhut, K. C., Hahn, T., Straube, B., Kircher, T., Reif, A., Richter, J., Hamm, A., Wittchen, H.-U., & Domschke, K. (2016) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.04.005 · Cited by 133
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Enhancing exposure-based therapy from a translational research perspective
Hofmann, S. G. (2007) · Behaviour Research and Therapy · doi:10.1016/j.brat.2007.06.006 · Cited by 138
“Biological processes Animal research implicates the amygdala during fear extinction, including the medial prefrontal cortex in rats (Milad & Quirk, 2002) and humans (Phelps, Delgado, Nearing, & LeDoux, 2004), and specifically the basolateral nucleus of the amygdale (Quirk, Repa, & LeDoux, 1995;…”
BackgroundThe Importance of Early Experiences for Neuro-Affective Development
Tottenham, N. (2013) · Current topics in behavioral neurosciences · doi:10.1007/7854_2013_254 · Cited by 142
“…input to the basolateral nuclei of the amygdala and the intercalated cells, which inhibit amygdala activity by regulating inputs from the basolateral nuclei to the central nucleus (Akirav, Raizel, & Maroun, 2006; Harris & Westbrook, 1998; Milad & Quirk, 2002) (reviewed in Kim, et al., 2011).”
BackgroundChild maltreatment and later cognitive functioning: a systematic review
Irigaray, T. Q., Pacheco, J. B., Grassi-Oliveira, R., Fonseca, R. P., Leite, J. C. D. C., & Kristensen, C. H. (2013) · Psicologia: Reflexão e Crítica · doi:10.1590/s0102-79722013000200018 · Cited by 131
“…function components in trauma appears to refl ect the notion that medial prefrontal structures play a critical role in reducing conditioned fear (Milad & Quirk, 2002; Shin, Rauch, & Pitman, 2005), and that dorsolateral prefrontal structures are associated with the executive defi cits commonly…”
BackgroundOptogenetic dissection of neural circuits underlying emotional valence and motivated behaviors
Nieh, E. H., Kim, S., Namburi, P., & Tye, K. M. (2012) · Brain Research · doi:10.1016/j.brainres.2012.11.001 · Cited by 139
Dynamics of social representation in the mouse prefrontal cortex
Levy, D. R., Tamir, T., Kaufman, M., Parabucki, A., Weissbrod, A., Schneidman, E., & Yizhar, O. (2019) · Nature Neuroscience · doi:10.1038/s41593-019-0531-z · Cited by 135
Neuner, F., Catani, C., Ruf, M., Schauer, E., Schauer, M., & Elbert, T. (2008) · Child and Adolescent Psychiatric Clinics of North America · doi:10.1016/j.chc.2008.03.001 · Cited by 130
“Animal research supports this view, because fear extinction depends on the activity of medial prefrontal areas rather than on changing amygdala-dependent associations [64] [65] [66], and sustained fear extinction requires memory consolidation in prefrontal areas involving protein synthesis [67].”
BackgroundFu, J., Li, P., Ouyang, X., Gu, C., Song, Z., Gao, J., Han, L., Feng, S., Tian, S., & Hu, B. (2007) · Neuroscience · doi:10.1016/j.neuroscience.2006.10.050 · Cited by 129
The Physiology of Fear: Reconceptualizing the Role of the Central Amygdala in Fear Learning
Keifer, O. P., Hurt, R. C., Ressler, K. J., & Marvar, P. J. (2015) · Physiology · doi:10.1152/physiol.00058.2014 · Cited by 124
“Furthermore, Milad and Quirk showed that response patterns of the IL were increased with tone presentations after extinction (95).”
BackgroundParihar, V. K., Maroso, M., Syage, A., Allen, B. D., Angulo, M. C., Soltesz, I., & Limoli, C. L. (2018) · Experimental Neurology · doi:10.1016/j.expneurol.2018.03.009 · Cited by 127
“The capability to engage this active process is another measure of cognitive flexibility, and facilitates the management of stressful situations accumulated over a lifetime or encountered during more transient exposure to new experiences (Milad and Quirk 2002; Sotres-Bayon et al. 2012).”
BackgroundCannich, A., Wotjak, C. T., Kamprath, K., Hermann, H., Lutz, B., & Marsicano, G. (2004) · Learning & Memory · doi:10.1101/lm.77904 · Cited by 130
“www.learnmem.org tinction behavior (Milad and Quirk 2002; Myers and Davis 2002; Lin et al. 2003b; Quirk et al. 2003).”
BackgroundInfluentialPrefrontal Cortex Stimulation Enhances Fear Extinction Memory in Humans
Raij, T., Nummenmaa, A., Marin, M.-F., Porter, D., Furtak, S., Setsompop, K., & Milad, M. R. (2018) · Biological Psychiatry · doi:10.1016/j.biopsych.2017.10.022 · Cited by 156
“To avoid ‘floor’ effects, the number of extinction trials on day 2 was kept intentionally relatively small (4 trials), similar to a previous study (11) in which subjects were given only 4 trials of extinction training.”
ResultSelf-citationMillan, E. Z., Marchant, N. J., & McNally, G. P. (2010) · Behavioural Brain Research · doi:10.1016/j.bbr.2010.10.037 · Cited by 136
McLaughlin, R. J., Hill, M. N., & Gorzalka, B. B. (2014) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2014.02.006 · Cited by 142
Ishikawa, A., & Nakamura, S. (2006) · Journal of Neurophysiology · doi:10.1152/jn.00069.2006 · Cited by 130
“Considering that the amygdala and mPFC are implicated in fear memory extinction (Akirav et al. 2006; Milad and Quirk 2002; Morgan et al. 1993; Sotres-Bayon et al. 2006), VH neurons projecting to both the amygdala and mPFC may play a crucial role in fear memory retrieval after extinction.”
BackgroundLueken, U., Straube, B., Konrad, C., Wïttchen, H., Ströhle, A., Wittmann, A., Pfleiderer, B., Uhlmann, C., Arolt, V., Jansen, A., et al. (2013) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2013.12111484 · Cited by 137
“Successful fear extinction has been ascribed to inhibitory top-down modulation of the amygdala through medial prefrontal cortex inputs (34), and functional connectivity between the amygdala and ventromedial prefrontal cortex has been observed during fear extinction and emotion regulation in humans (35).”
BackgroundDynamics of dendritic spines in the mouse auditory cortex during memory formation and memory recall.
Moczulska, K. E., Tinter-Thiede, J., Peter, M., Ushakova, L., Wernle, T., Bathellier, B., & Rumpel, S. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1312508110 · Cited by 127
“Interestingly, the frontal associative cortex showed increased spine elimination during initial classical conditioning to sound cues but an increase in spine formation during extinction training (10), paralleling earlier studies in which the specific role of higher-order cortical areas has been demonstrated in extinct…”
BackgroundInduction and Expression of Fear Sensitization Caused by Acute Traumatic Stress
Perusini, J. N., Meyer, E. M., Long, V., Rau, V., Nocera, N. A., Avershal, J., Maksymetz, J., Spigelman, I., & Fanselow, M. S. (2015) · Neuropsychopharmacology · doi:10.1038/npp.2015.224 · Cited by 128
Serotonin in fear conditioning processes
Bauer, E. P. (2014) · Behavioural Brain Research · doi:10.1016/j.bbr.2014.07.028 · Cited by 136
Gamo, N. J., & Arnsten, A. F. T. (2011) · Behavioral Neuroscience · doi:10.1037/a0023165 · Cited by 128
“…the medial PFC, which in both humans and rats is reciprocrally connected with they amygdala, is involved in the extinction of fear conditioning (Milad & Quirk, 2002; reviewed in Milad et al., 2006; Morgan et al., 1993), and may be deficient in PTSD patients (reviewed in Milad et al., 2006).”
Modulation of medial prefrontal cortical activity using in vivo recordings and optogenetics
Ji, G., & Neugebauer, V. (2012) · Molecular Brain · doi:10.1186/1756-6606-5-36 · Cited by 138
“Stimulation of IL facilitates extinction [63] and causes inhibition of amygdala output neurons [64].”
BackgroundConnectivity characterization of the mouse basolateral amygdalar complex
Hintiryan, H., Bowman, I., Johnson, D. L., Korobkova, L., Zhu, M., Khanjani, N., Gou, L., Gao, L., Yamashita, S., Bienkowski, M. S., et al. (2021) · Nature Communications · doi:10.1038/s41467-021-22915-5 · Cited by 127
The Importance of Early Experiences for Neuro-Affective Development
Tottenham, N. (2013) · Current topics in behavioral neurosciences · doi:10.1007/978-3-662-45758-0_254 · Cited by 131
Failure of Neural Responses to Safety Cues in Schizophrenia
Holt, D. J., Coombs, G., Zeidan, M. A., Goff, D. C., & Milad, M. R. (2012) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2011.2310 · Cited by 121
Self-citationPathway-Selective Adjustment of Prefrontal-Amygdala Transmission during Fear Encoding
Arruda-Carvalho, M., & Clem, R. L. (2014) · The Journal of Neuroscience · doi:10.1523/jneurosci.2664-14.2014 · Cited by 127
“In contrast, IL activity is associated with fear inhibition (Milad and Quirk, 2002).”
BackgroundMoustafa, A. A., Gilbertson, M. W., Orr, S. P., Herzallah, M. M., Servatius, R. J., & Myers, C. E. (2012) · Brain and Cognition · doi:10.1016/j.bandc.2012.10.005 · Cited by 134
Laurent, V., & Westbrook, R. F. (2008) · Learning & memory (Cold Spring Harbor, N.Y.) · doi:10.1101/lm.1080108 · Cited by 133
“2003), and neurons in the mPFC exhibit enhanced firing to an extinguished CS (Milad and Quirk 2002).”
BackgroundHippocampal regulation of context-dependent neuronal activity in the lateral amygdala.Preprint
Maren, S., & Hobin, J. A. (2007) · Learning & memory (Cold Spring Harbor, N.Y.) · doi:10.1101/lm.477007 · Cited by 128
“In addition to local changes in the lateral amygdala that may encode extinction memories, there is also evidence that the medial prefrontal cortex is involved in the retrieval of extinction memories (Morgan et al. 1993; Morgan and LeDoux 1995; Milad and Quirk 2002; Lebron et al. 2004; Maren and Quirk 2004; Milad et al…”
BackgroundKetamine accelerates fear extinction via mTORC1 signaling
Girgenti, M. J., Ghosal, S., Lopresto, D., Taylor, J. R., & Duman, R. S. (2016) · Neurobiology of Disease · doi:10.1016/j.nbd.2016.12.026 · Cited by 125
Sparta, D. R., Hovelsø, N., Mason, A. O., Kantak, P. A., Ung, R. L., Decot, H., & Stuber, G. D. (2014) · Journal of Neuroscience · doi:10.1523/jneurosci.0235-13.2014 · Cited by 128
“…accelerated extinction of a cue-reward behavior via selective stimulation of PrL FSIs is consistent with the hypothesized differential roles played by the PrL and IL subregions during the expression and extinction of cue-mediated behaviors (Milad and Quirk, 2002; Burgos-Robles et al., 2009).”
Hikind, N., & Maroun, M. (2008) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2008.03.003 · Cited by 124
REM sleep deprivation affects extinction of cued but not contextual fear conditioning
Silvestri, A. J. (2005) · Physiology & Behavior · doi:10.1016/j.physbeh.2004.11.011 · Cited by 124
The hygiene hypothesis and psychiatric disorders
Rook, G. A. W., & Lowry, C. A. (2008) · Trends in Immunology · doi:10.1016/j.it.2008.01.002 · Cited by 126
Garcia, R., Spennato, G., Nilsson-Todd, L., Moreau, J., & Deschaux, O. (2008) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2007.10.005 · Cited by 126
“The same group has also found that successful recall of fear extinction is associated with increased burst firing of mPFC neurons (Burgos-Robles, Vidal-Gonzalez, Santini, & Quirk, 2007), which may be required for extinction-related neuronal plasticity in the mPFC as observed with single-unit recordings ( Milad & Quirk…”
BackgroundWindmann, S., Kirsch, P., Mier, D. U., Stark, R. M., Walter, B., Güntürkün, O., & Vaitl, D. (2006) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2006.18.7.1198 · Cited by 127
“Theoretical accounts of these findings suggest that the OFC mediates the acquisition of stimulus–reinforcement associations as well as the flexible adjustment of these associations when contingencies change to bias decision making in the context of goal-directed behavior (Pickens, Saddoris, Gallagher, & Holland, 2005;…”
BackgroundBorgomaneri, S., Battaglia, S., Garofalo, S., Tortora, F., Avenanti, A., & di Pellegrino, G. (2020) · Current Biology · doi:10.1016/j.cub.2020.06.091 · Cited by 132
Chen, Y.-H., Wu, J., Hu, N.-Y., Zhuang, J.-P., Li, W., Zhang, S.-R., Li, X.-W., Yang, J., & Gao, T. (2021) · Journal of Clinical Investigation · doi:10.1172/jci145692 · Cited by 126
“Following behavioral protocols for testing fear extinction (51, 52) on day 3, the mice were placed in a test chamber and received 10 trials of the CS at random intervals without a footshock.”
MethodBonne, O. B., Grillon, C., Vythilingam, M., Neumeister, A., & Charney, D. S. (2004) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2003.12.001 · Cited by 128
Morriss, J., Christakou, A., & van Reekum, C. M. (2015) · Biology of Mood & Anxiety Disorders · doi:10.1186/s13587-015-0019-8 · Cited by 106
“reduces responsiveness of amygdala neurons and defensive freezing behavior to conditioned tones [10].”
Persistent active avoidance correlates with activity in prelimbic cortex and ventral striatum
Bravo-Rivera, C., Roman-Ortiz, C., Montesinos-Cartagena, M., & Quirk, G. J. (2015) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2015.00184 · Cited by 124
“…2014b; Ramirez et al., 2015), as well as structures linked to conditioned fear and fear extinction such as basal amygdala (BA; Herry et al., 2006; Laurent et al., 2008; Sierra-Mercado et al., 2011), and IL (Milad and Quirk, 2002; Sierra-Mercado et al., 2011; Do-Monte et al., 2015a), respectively.”
BackgroundSelf-citationPowers, M. B., Smits, J. A. J., Otto, M. W., Sanders, C., & Emmelkamp, P. M. G. (2009) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2009.01.001 · Cited by 122
“Conversely, mPFC activity in healthy rats increases dramatically during testing on the day after extinction (Milad & Quirk, 2002) and stimulation of the mPFC enhances extinction learning (Herry & Garcia, 2002; Milad & Quirk, 2002).”
BackgroundFear conditioning and extinction: emotional states encoded by distinct signaling pathways
Tronson, N. C., Corcoran, K. A., Jovasevic, V., & Radulović, J. (2011) · Trends in Neurosciences · doi:10.1016/j.tins.2011.10.003 · Cited by 124
“During extinction, the infralimbic medial prefrontal cortex (PFC) is recruited along with the hippocampal-amygdala circuit (Figure 1B), and exerts a key role in fear reduction by inhibiting the amygdala [9, 10].”
Muigg, P., Hetzenauer, A., Hauer, G., Hauschild, M., Gaburro, S., Frank, E., Landgraf, R., & Singewald, N. (2008) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2008.06511.x · Cited by 125
“Within the mPFC, the IL seems to be particularly important for extinction learning (Quirk et al., 2000; Milad & Quirk, 2002; Milad et al., 2004; Santini et al., 2004; Berretta et al., 2005).”
BackgroundHelpman, L., Marin, M.-F., Papini, S., Zhu, X., Sullivan, G. M., Schneier, F., Neria, M., Shvil, E., Malaga Aragon, M. J., Markowitz, J. C., et al. (2016) · NeuroImage: Clinical · doi:10.1016/j.nicl.2016.10.007 · Cited by 121
“Neural activity in mPFC increases during extinction learning (Milad and Quirk, 2002; Rosenkranz et al., 2003), direct electrical stimulation of mPFC facilitates extinction learning (Garcia, 2002), and vmPFC damage alters rats' capacity for extinction learning (Morgan et al., 1993, 2003; Morgan and…”
BackgroundSelf-citationThe role of prefrontal cortex CB1 receptors in the modulation of fear memory
Lin, H.-C., Mao, S.-C., Su, C.-L., & Gean, P.-W. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhn075 · Cited by 119
Estrogen and Extinction of Fear Memories:Implications for Posttraumatic Stress Disorder Treatment
Glover, E. M., Jovanović, T., & Norrholm, S. D. (2015) · Biological Psychiatry · doi:10.1016/j.biopsych.2015.02.007 · Cited by 131
“This fear regulatory network has been well-characterized as playing a critical role in extinction learning and memory (54, 55).”
BackgroundKiritoshi, T., Ji, G., & Neugebauer, V. (2016) · Journal of Neuroscience · doi:10.1523/jneurosci.4047-15.2016 · Cited by 121
“…infralimbic output hence inhibit pain behaviors and mitigate pain-related cognitive deficits. with increased activity of infralimbic neurons (Milad and Quirk, 2002; Chang et al., 2010; Sepulveda-Orengo et al., 2013) through a mechanism that involves metabotropic glutamate receptor 5…”
BackgroundFrom Stress to Anhedonia: Molecular Processes through Functional Circuits
Stanton, C. H., Holmes, A. J., Chang, S. W. C., & Joormann, J. (2018) · Trends in Neurosciences · doi:10.1016/j.tins.2018.09.008 · Cited by 128
Déjean, C., Courtin, J., Rozeske, R. R., Bonnet, M. C., Dousset, V., Michelet, T., & Herry, C. (2015) · Biological Psychiatry · doi:10.1016/j.biopsych.2015.03.017 · Cited by 130
Lindauer, R. J. L., Booij, J., Habraken, J. B. A., Uylings, H. B. M., Olff, M., Carlier, I. V. E., den Heeten, G. J., van Eck-Smit, B. L. F., & Gersons, B. P. R. (2004) · Biological Psychiatry · doi:10.1016/j.biopsych.2004.08.003 · Cited by 119
Metadata
- Authors
- Milad, M. R., & Quirk, G. J.
- Affiliations
- Ponce Health Sciences University (PR)
- Corresponding author
- Quirk, Gregory J.
- Venue
- Nature
- Published
- 2002-11
- Volume
- 420
- Issue
- 6911
- Pages
- 70-74
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- OpenAlex
- W1989045560
- Cited by
- 1,836
- References
- 30
- Citations by year
- 2026: 40 · 2025: 55 · 2024: 73 · 2023: 59 · 2022: 58 · 2021: 82 · 2020: 75 · 2019: 88 · 2018: 90 · 2017: 80 · 2016: 102 · 2015: 95 · 2014: 95 · 2013: 121 · 2012: 88
- FWCI
- 23.32
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- National Science Foundation
- National Institute of Mental Health
- National Institute of General Medical Sciences
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neuropharmacology Research
- Keywords
- fear extinction, medial prefrontal cortex, infralimbic cortex, prelimbic cortex, memory extinction, fear conditioning, memory consolidation, neuronal firing, electrical stimulation, freezing behavior, rats
- MeSH terms
- Acoustic Stimulation, Animals, Conditioning, Classical, Electroshock, Extinction, Psychological, Fear, Male, Memory, Neurons, Sound, Rats, Sprague-Dawley, Prefrontal Cortex, Rats
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