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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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“…cortex (IL) is necessary for the consolidation and retrieval of extinction memory in the rat (Herry et al., 2010; Lebron, Milad, & Quirk, 2004; Milad & Quirk, 2002, 2012; Milad, Rauch, Pitman, & Quirk, 2006; Milad, Vidal-Gonzalez, & Quirk, 2004; Quirk, Garcia, & Gonzalez-Lima, 2006; Quirk &…”
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BackgroundResultInfluentialBERLAU, D., & MCGAUGH, J. (2006) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2005.12.008 · Cited by 220
“…storage of extinction, a conclusion further supported by the evidence that neurons in the mPFC (speciWcally the infralimbic cortex) Wre speciWcally when rats are recalling extinction memories and that electrical stimulation of mPFC reduces freezing to conditioned tones (Milad & Quirk, 2002).”
ResultDifferential roles of medial prefrontal subregions in the regulation of drug seeking
Moorman, D. E., James, M. H., McGlinchey, E. M., & Aston‐Jones, G. (2014) · Brain Research · doi:10.1016/j.brainres.2014.12.024 · Cited by 230
“Not only are there clear functional differences between pyramidal and GABAergic interneurons and their influence over cocaine-related behaviors (Miller and Marshall, 2004), but there are diverse subtypes of GABAergic and likely glutamatergic neurons in mPFC, each of which play different functions…”
BackgroundMakkar, S. R., Zhang, S. Q., & Cranney, J. (2010) · Neuropsychopharmacology · doi:10.1038/npp.2010.53 · Cited by 230
“…is proposed that following extinction training, the mPFC, particularly the IL is critical for inhibiting amygdala responses to the CS, and thereby preventing conditioned responding (Milad et al, 2004, 2007; Milad and Quirk, 2002; Quirk et al, 2003; Rosenkranz et al, 2003; Quirk and Mueller, 2008).”
BackgroundmGluR5 Has a Critical Role in Inhibitory Learning
Xu, J., Zhu, Y., Contractor, A., & Heinemann, S. F. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.5716-08.2009 · Cited by 228
“These include the basolateral nucleus of the amygdala (Falls et al., 1992; Walker et al., 2002), the prefrontal cortex (Quirk et al., 2000; Milad and Quirk, 2002; Burgos-Robles et al., 2007) and the hippocampus (Sananbenesi et al., 2007). mGluR5 is expressed in all these structures, and therefore…”
BackgroundChronic alcohol remodels prefrontal neurons and disrupts NMDAR-mediated fear extinction encoding
Holmes, A., Fitzgerald, P. J., MacPherson, K. P., DeBrouse, L., Colacicco, G., Flynn, S. M., Masneuf, S., Pleil, K. E., Li, C., Marcinkiewcz, C. A., et al. (2012) · Nature Neuroscience · doi:10.1038/nn.3204 · Cited by 218
Functional connectivity of the prefrontal cortex and the amygdala in posttraumatic stress disorder
Gilboa, A., Shalev, A. Y., Laor, L., Lester, H., Louzoun, Y., Chisin, R., & Bonne, O. (2004) · Biological Psychiatry · doi:10.1016/j.biopsych.2003.08.004 · Cited by 213
A History of Corticosterone Exposure Regulates Fear Extinction and Cortical NR2B, GluR2/3, and BDNF
Gourley, S. L., Kedves, A. T., Olausson, P., & Taylor, J. R. (2009) · Neuropsychopharmacology · doi:10.1038/npp.2008.123 · Cited by 218
“Human imaging studies implicate the vmPFC in recall of extinction (Milad et al, 2007; Kalisch et al, 2006; Phelps et al, 2004), and several anatomically selective neural stimulation, lesion, and inactivation studies in rodents provide compelling evidence that the infralimbic, but not prelimbic, subregion of the vmPFC…”
Cannabinoid CB1 Receptor Mediates Fear Extinction via Habituation-Like Processes
Kamprath, K., Marsicano, G., Tang, J., Monory, K., Bisogno, T., Marzo, V. D., Lutz, B., & Wotjak, C. T. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.0153-06.2006 · Cited by 217
“Interestingly , these brain regions are known to play a pivotal role in extinction of conditioned fear ( Milad and Quirk , 2002 ; Quirk et al .”
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“Finally, maintaining fear extinction depends on memory retrieval processes mediated by the VMPFC,[41] and this mechanism appears to be dysfunctional in some anxiety disorders (e.”
BackgroundInfluentialChronic stress impairs recall of extinction of conditioned fear
Miracle, A. D., BRACE, M., HUYCK, K., SINGLER, S., & Wellman, C. L. (2005) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2005.10.005 · Cited by 230
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“Later work has suggested that mPFC is particularly important for the consolidation and recall of extinction learning [124,125].”
Fear conditioning and extinction: Influence of sex and menstrual cycle in healthy humans.
Milad, M. R., Goldstein, J. M., Orr, S. P., Wedig, M. M., Klibanski, A., Pitman, R. K., & Rauch, S. L. (2006) · Behavioral Neuroscience · doi:10.1037/0735-7044.120.5.1196 · Cited by 212
Self-citationPrelimbic cortical BDNF is required for memory of learned fear but not extinction or innate fear
Choi, D. C., Maguschak, K. A., Ye, K., Jang, S.-W., Myers, K. M., & Ressler, K. J. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0909359107 · Cited by 212
“Although it is established that the infralimbic cortex (IL) region of the mPFC is required for fear extinction (9, 11, 14), the role of the prelimbic cortex (PL) in the regulation of fear learning and extinction are yet to be fully understood.”
BackgroundAn Empirical Review of the Neural Underpinnings of Receiving and Giving Social Support
Eisenberger, N. I. (2013) · Psychosomatic Medicine · doi:10.1097/psy.0b013e31829de2e7 · Cited by 230
“Thus, stimulating the infralimbic cortex in ratsVhomologous to the VMPFC (BA 11) and subgenual anterior cingulate cortex (BA 25) in humansVdiminishes fear responding to fear cues (69), and greater VMPFC activity is associated with reduced fear responding (skin conductance responses) in humans (46,51).”
Royer, S., & Paré, D. (2002) · Neuroscience · doi:10.1016/s0306-4522(02)00455-4 · Cited by 210
Inhibition of action, thought, and emotion: A selective neurobiological review
Dillon, D. G., & Pizzagalli, D. A. (2007) · Applied and Preventive Psychology · doi:10.1016/j.appsy.2007.09.004 · Cited by 218
“To test this account, Milad and Quirk (2002) made electrophysiological recordings from the IL cortex.”
Optogenetic dissection of medial prefrontal cortex circuitry
Riga, D., Matos, M. R., Glas, A., Smit, A. B., Spijker, S., & Van den Oever, M. C. (2014) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2014.00230 · Cited by 208
“The fear-conditioning paradigm is a widely used animal model to study learning and memory function, as well as extinction of acquired fear memories (LeDoux, 2000; Milad and Quirk, 2012; Maren et al., 2013).”
BackgroundMethodDelayed Recall of Fear Extinction in Rats With Lesions of Ventral Medial Prefrontal CortexPreprint
Lebrón‐Milad, K., Milad, M. R., & Quirk, G. J. (2004) · Learning & Memory · doi:10.1101/lm.78604 · Cited by 208
“Using a similar protocol as the present study, infralimbic neurons showed robust potentiation of toneevoked responses 24 h after extinction training, when rats were recalling extinction (Milad and Quirk 2002).”
BackgroundMethodSelf-citationImpact of anxiety on prefrontal cortex encoding of cognitive flexibility
Park, J., & Moghaddam, B. (2017) · Neuroscience · doi:10.1016/j.neuroscience.2016.06.013 · Cited by 218
“Animal studies: current state of the field Numerous studies have focused on PFC individual neuronal representations of fear and anxiety (Morgan and LeDoux, 1995; Baeg et al., 2001; Milad and Quirk, 2002; Davis, 2006; Quirk and Beer, 2006; Burgos-Robles et al., 2009).”
Pavlovian Fear Memory Induced by Activation in the Anterior Cingulate Cortex
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“While the prefrontal cortex has been recently implicated for its involvement in the extinction of fear memory [45-47], it has not been shown that ACC inputs to the amygdala may contribute to the formation of fear memory.”
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“Moreover, this cortical area plays a key role in fear extinction processes (Morgan et al. 1993; Milad and Quirk 2002).”
BackgroundCognitive and emotional consequences of binge drinking: role of amygdala and prefrontal cortex
Stephens, D., & Duka, T. (2008) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2008.0097 · Cited by 209
“Conversely, stimulation of infralimbic prefrontal cortex neurons results in low levels of conditioned behaviour in animals (Milad & Quirk 2002).”
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Extinction of auditory fear conditioning requires MAPK/ERK activation in the basolateral amygdala
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“…of extinction is associated with a potentiation of synaptic efficacy, an increase in glucose metabolism, and in the expression of the immediate-early gene (IEG) c-fos in the medial prefrontal cortex (mPFC; Herry & Garcia, 2002; Milad & Quirk, 2002; Barrett et al., 2003; Herry &Mons, 2004).”
BackgroundSailer, U., Robinson, S., Fischmeister, F. P. S., König, D., Oppenauer, C., Lueger-Schuster, B., Moser, E., Kryspin-Exner, I., & Bauer, H. (2008) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2008.05.022 · Cited by 201
“Such an inhibiting effect is also supported by findings demonstrating that experimental lesions in the medial PFC of rodents block the extinction of conditioned fear ( Milad & Quirk, 2002 ), and that an insufficient level of potentiation in the medial PFC during the extinction of learned fear leads to persistent fear…”
Impaired Extinction Retention in Adolescent Rats: Effects of D-Cycloserine
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Memory processes in classical conditioning
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Targeting extinction and reconsolidation mechanisms to combat the impact of drug cues on addiction
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“Importantly, extinction consolidation can be strengthened by either electrical stimulation of infralimbic cortex (Milad and Quirk, 2002; Vidal-Gonzalez et al., 2006) or potentiation of AMPA glutamate receptors within this region (Zushida et al., 2007).”
BackgroundCognitive abnormalities in post-traumatic stress disorder
McNally, R. (2006) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2006.04.007 · Cited by 208
Going and stopping: dichotomies in behavioral control by the prefrontal cortex
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“…with experiments in which single-unit recordings in the IL of fear-conditioned rats revealed sensitivity to “extinguished” CSs only following successful extinction 68 , and a general model in which extinction-induced IL plasticity is essential for the retention of extinction memory 36 .”
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“…of Neuroscience, 20, 781–790 & Crepel, 1991, 1992), and (iii) activation of NMDA receptors in the mPFC and ⁄ or the amygdala as well as prefrontal LTP is required for consolidation processes leading to long-term extinction memory (Santini et al., 2001; Herry & Garcia, 2002; Milad & Quirk, 2002).”
BackgroundMethodInfluentialEstrogen Promotes Stress Sensitivity in a Prefrontal Cortex-Amygdala Pathway
Shansky, R. M., Hamo, C., Hof, P. R., Lou, W., McEwen, B. S., & Morrison, J. H. (2010) · Cerebral Cortex · doi:10.1093/cercor/bhq003 · Cited by 191
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PTSD and gene variants: new pathways and new thinking
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“Descending inhibitory inputs from the medial prefrontal cortex (mPFC) can regulate the transmission of excitatory neurotransmission from theBLA to the CeAand is thought to playa key role in the extinction of conditioned fear responses (Milad and Quirk, 2002; Likhtik et al., 2005, 2008; Peters et al., 2009).”
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“, 1999 ) , and specifically within the infralimbic cortex ( Milad and Quirk , 2002 ; Milad et al .”
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“…to be particularly important in the extinction of conditioned fear measured as freezing behavior to a tone previously paired with shock (e.g. Morgan et al., 1993, 2003; Morgan and LeDoux, 1995; Herry et al., 1999; Herry and Garcia, 2002; Milad and Quirk, 2002, although see Gerwitz et al., 1997).”
BackgroundFunctional anatomy of neural circuits regulating fear and extinction
Knapska, E., Macias, M., Mikosz, M., Nowak, A., Owczarek, D., Wawrzyniak, M., Pieprzyk, M., Cymerman, I. A., Werka, T., Sheng, M., et al. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1202087109 · Cited by 187
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Facilitation of fear extinction by D-cycloserine: theoretical and clinical implications
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“For example, there is some striking recent evidence that the prefrontal cortex (PFC) is involved in extinction (Milad and Quirk 2002), but others have failed to find evidence that the PFC is involved in extinction (e.g., Gewirtz et al. 1997).”
BackgroundCannabinoids modulate hippocampal memory and plasticity
Abush, H., & Akirav, I. (2010) · Hippocampus · doi:10.1002/hipo.20711 · Cited by 186
Ishikawa, A., & Nakamura, S. (2003) · Journal of Neuroscience · doi:10.1523/jneurosci.23-31-09987.2003 · Cited by 185
“OMPFC, particularly the IL, is involved in fear reduction and extinction of learned fear (Garcia et al., 1999; Herry and Garcia, 2002; Milad and Quirk, 2002 ).”
BackgroundFear Extinction Causes Target-Specific Remodeling of Perisomatic Inhibitory Synapses
Trouche, S. G., Sasaki, J. M., Tu, T., & Reijmers, L. G. J. E. (2013) · Neuron · doi:10.1016/j.neuron.2013.07.047 · Cited by 192
“Previous studies support a model in which central amygdala neurons are inhibited by intercalated interneurons, which become more active as a result of infralimbic prefrontal cortex activation during extinction (Amano et al., 2010; Likhtik et al., 2008; Milad and Quirk, 2002).”
Gilmartin, M. R., & McEchron, M. D. (2005) · Behavioral Neuroscience · doi:10.1037/0735-7044.119.6.1496 · Cited by 183
Somerville, L. H., Wagner, D. D., Wig, G. S., Moran, J. M., Whalen, P. J., & Kelley, W. M. (2013) · Cerebral Cortex · doi:10.1093/cercor/bhr373 · Cited by 196
“However,”
Neuroimaging resilience to stress: a review
van der Werff, S. J. A., van den Berg, S. M., Pannekoek, J. N., Elzinga, B. M., & van der Wee, N. J. A. (2013) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2013.00039 · Cited by 188
“Areas in the PFC have an inhibitory effect on the amygdala (Phelps et al., 2004; Baumann and Turpin, 2010), and the modulation of emotional responsiveness by the PFC through inhibition of the amygdala is supported by lesion studies (Morgan and Ledoux, 1999; Milad and Quirk, 2002).”
BackgroundMethodSalinas-Hernández, X. I., Vogel, P., Betz, S., Kalisch, R., Sigurdsson, T., & Duvarci, S. (2018) · eLife · doi:10.7554/elife.38818 · Cited by 186
“In the IL, a structure necessary for consolidation of extinction memories (SotresBayon and Quirk, 2010), increased firing to the CS is observed during extinction recall (Milad and Quirk, 2002).”
Pattwell, S. S., Liston, C., Jing, D., Ninan, I., Yang, R. R., Witztum, J., Murdock, M. H., Dincheva, I., Bath, K. G., Casey, B. J., et al. (2016) · Nature Communications · doi:10.1038/ncomms11475 · Cited by 175
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Response to Learned Threat: An fMRI Study in Adolescent and Adult Anxiety
Britton, J. C., Grillon, C., Lissek, S. M., Norcross, M. A., Szuhany, K. L., Chen, G., Ernst, M., Nelson, E. E., Leibenluft, E., Shechner, T., et al. (2013) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2013.12050651 · Cited by 180
“For example, rodent studies have found that lesions to the infra-limbic cortex, a possible rodent homologue of the subgenual anterior cingulate cortex, interfere with extinction (7, 34).”
BackgroundHobin, J. A., Goosens, K. A., & Maren, S. (2003) · Journal of Neuroscience · doi:10.1523/jneurosci.23-23-08410.2003 · Cited by 185
“These data , as well as electrophysiological data show - ing that electrical stimulation of infralimbic cortex simulates ex - tinction memory ( Milad and Quirk , 2002 ) , suggest that infralim - bic cortex may be a locus of consolidation or storage of extinction memories .”
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“The current results revealed increased mutual influences between the medial orbitofrontal gyrus (mOFG) and amygdala in SAD patients. It has been demonstrated that these two regions are reciprocally connected with each other both functionally and anatomically”
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“For example, damage to rhinal cortex can cause reversal impairments in monkeys (Murray et al., 1998), and damage to prelimbic and infralimbic prefrontal regions can cause impairments in flexible behavior in a variety of settings in rats (Birrell and Brown, 2000; Chudasama and Robbins, 2003; Milad and Quirk, 2002; Rago…”
The infralimbic cortex regulates the consolidation of extinction after cocaine self-administrationPreprint
LaLumiere, R. T., Niehoff, K. E., & Kalivas, P. W. (2010) · Learning & Memory · doi:10.1101/lm.1576810 · Cited by 182
“During an extinction session for tone fear conditioning, electrical stimulation of the IL paired with presentation of the previously conditioned tones reduces freezing in rats (Milad and Quirk 2002).”
BackgroundConnolly, C. G., Ho, T. C., Blom, E. H., LeWinn, K. Z., Sacchet, M. D., Tymofiyeva, O., Simmons, A. N., & Yang, T. T. (2017) · Journal of Affective Disorders · doi:10.1016/j.jad.2016.09.026 · Cited by 177
“The VMPFC plays a central role in human social and affective functioning (Mitchell, 2011) with much of its functions accomplished automatically as for example during extinction of previously conditioned behaviors (Milad and Quirk, 2002; Morgan et al., 2003) (see Phillips et al., 2008 for review).”
BackgroundPeña, D. F., Childs, J. E., Willett, S., Vital, A., McIntyre, C. K., & Kroener, S. (2014) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2014.00327 · Cited by 165
“Neural activity in the vmPFC is increased during recall of extinction memory (Milad and Quirk, 2002), and HFS of the IL following retrieval of a conditioned fear memory enhances subsequent fear extinction learning (Maroun et al.”
BackgroundTranscriptomic organization of the human brain in post-traumatic stress disorder
Girgenti, M. J., Wang, J., Ji, D., Cruz, D. A., Program, T. M. V., Stein, M. B., Gelernter, J. E., Young, K., Huber, B. R., Williamson, D. E., et al. (2020) · Nature Neuroscience · doi:10.1038/s41593-020-00748-7 · Cited by 176
Glutamate Receptors in Extinction and Extinction-Based Therapies for Psychiatric Illness
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“Single units within IL fire selectively to presentations of a previously fear conditioned cue during an extinction retention test 24 h after extinction training but not during the extinction training session itself (Milad and Quirk, 2002).”
BackgroundAnterior cingulate cortex and its input to the basolateral amygdala control innate fear response
Jhang, J., Lee, H., Kang, M. S., Lee, H.-S., Park, H., & Han, J. (2018) · Nature Communications · doi:10.1038/s41467-018-05090-y · Cited by 180
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“Our data are in line with animal data and human neuroimaging studies providing evidence that the mPFC regulates the expression of fear and anxiety by inhibiting the amygdala (Milad & Quirk, 2002; Maren & Quirk, 2004; Sotres-Bayon et al., 2004; Milad et al., 2006).”
Nonhuman Primate Models to Study Anxiety, Emotion Regulation, and Psychopathology
Kalin, N. H., & SHELTONA, S. E. (2003) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1301.021 · Cited by 175
Rich, E. L., & Shapiro, M. L. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.0369-07.2007 · Cited by 183
“These effects are mediated by IL-enhanced inhibition of amygdala circuits (Milad and Quirk, 2002; Quirk et al., 2003).”
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Extinction memory is impaired in schizophrenia
Holt, D. J., Lebron-Milad, K., Milad, M. R., Rauch, S. L., Pitman, R. K., Orr, S. P., Cassidy, B. S., Walsh, J. P., & Goff, D. C. (2009) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.09.017 · Cited by 170
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“The negative correlation between cuerelated anxiety levels and CBF in the infralimbic cortex is consistent with studies in rats (Milad and Quirk, 2002) demonstrating that pairing conditioned threat cues with brief infralimbic stimulation reduced fear.”
ResultInhibition of Fear by Learned Safety Signals: A Mini-Symposium Review
Christianson, J. P., Fernando, A. B. P., Kazama, A. M., Jovanović, T., Ostroff, L. E., & Sangha, S. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.3340-12.2012 · Cited by 178
“Amygdala neurons in the fear circuit are under the inhibitory control of local GABAergic interneurons (Ehrlich et al., 2009), the medial intercalated neurons (Amano et al., 2010), and the infralimbic ventromedial prefrontal cortex (vmPFC, Milad & Quirk, 2002).”
The role of rapid eye movement sleep for amygdala-related memory processing
Genzel, L., Spoormaker, V. I., Konrad, B. N., & Dresler, M. (2015) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2015.01.008 · Cited by 161
“…recall additionally involves the vmPFC, which has projections to the inhibitory GABAergic intercalated cells in the amygdala, among others, which inhibit the fear response in the centromedial nucleus of the amygdala (Milad Quirk, 2002; Milad Quirk, 2012; Milad et al., 2007; Pitman et al., 2012).”
BackgroundZhang, J.-E., Tan, L., Ren, Y., Liang, J., Lin, R., Feng, Q., Zhou, J., Hu, F., Ren, J., Wei, C., et al. (2016) · Cell · doi:10.1016/j.cell.2016.06.026 · Cited by 170
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“The mPFC, particularly the infralimbic cortex, is involved in fear extinction, and increased CS-related unit activity and induction of synaptic plasticity following extinction training were observed in the infralimbic cortex (Maren and Quirk, 2004; Milad and Quirk, 2002).”
BackgroundMusculoskeletal pain and exercise—Challenging existing paradigms and introducing new
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“Research supporting this concept has come from animal studies 53 54 that have reported involvement of the medial prefrontal cortex (mPFC) in the learning of new inhibitory associations, which has direct projections onto the amygdala.”
BackgroundPrefrontal cortex plasticity mechanisms in drug seeking and relapse
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Corticolimbic Blood Flow During Nontraumatic Emotional Processing in Posttraumatic Stress Disorder
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“The evidence suggests that there are reciprocal connections between the mPFC and BLA (Pérez-Jaranay and Vives, 1991; Rosenkranz and Grace, 2002; Likhtik et al., 2005) that regulate affect and memory (Garcia et al., 1999; Milad and Quirk, 2002; Laviolette et al., 2005; Laviolette and Grace, 2006).”
BackgroundBremner, J. D. (2006) · CNS & Neurological Disorders - Drug Targets · doi:10.2174/187152706778559309 · Cited by 165
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“The mPFC is also involved in the expression of anxiety, mainly through its modulatory impact on the amygdala (Milad and Quirk, 2002; Grace and Rosenkranz, 2002; Rosenkranz and Grace, 2001; Rangel et al, 2003).”
BackgroundSchwartz, S., Ponz, A., Poryazova, R., Werth, E., Boesiger, P., Khatami, R., & Bassetti, C. L. (2007) · Brain · doi:10.1093/brain/awm292 · Cited by 164
“Critically, activity in prefrontal cortex and anterior cingulate might be involved in the suppression of amygdala response (Hariri et al., 2003), and was found to mediate extinction in conditioning paradigms in both animals and humans (Milad and Quirk, 2002; Phelps et al., 2004).”
BackgroundLaviolette, S. (2007) · Schizophrenia bulletin · doi:10.1093/schbul/sbm048 · Cited by 177
Inhibitory gain modulation of defense behaviors by zona incerta
Chou, X.-L., Wang, X., Zhang, Z., Shen, L., Zingg, B., Huang, J., Zhong, W., Mesik, L., Zhang, L. I., & Tao, H. W. (2018) · Nature Communications · doi:10.1038/s41467-018-03581-6 · Cited by 159
Neural circuits underlying a psychotherapeutic regimen for fear disorders
Baek, J., Lee, S., Cho, T., Kim, S.-W., Kim, M., Yoon, Y., Kim, K. K., Byun, J., Kim, S. J., Jeong, J., et al. (2019) · Nature · doi:10.1038/s41586-019-0931-y · Cited by 166
The role of the amygdala in the extinction of conditioned fear.
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Neuroimaging in Posttraumatic Stress Disorder and Other Stress-Related Disorders
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“Studies show that neurons of the medial prefrontal cortex play an active role in inhibition of fear responses that are mediated by the amygdala [39,40].”
BackgroundCoryell, W., Nopoulos, P., Drevets, W., Wilson, T., & Andreasen, N. C. (2005) · American Journal of Psychiatry · doi:10.1176/appi.ajp.162.9.1706 · Cited by 159
“Lesions of this area block the extinction of fear conditioning in animal studies ( 5 ), and in humans the area is thought to be important in the evaluation of the consequences of social behavior (2).”
BackgroundStevens, J. S., Kim, Y. J., Galatzer-Levy, I. R., Reddy, R., Ely, T. D., Nemeroff, C. B., Hudak, L. A., Jovanovic, T., Rothbaum, B. O., & Ressler, K. J. (2017) · Biological Psychiatry · doi:10.1016/j.biopsych.2016.11.015 · Cited by 177
“This was not a finding that we hypothesized but is interesting given that PTSD is associated with difficulties in regulating arousal (48,49) and impairments in fear extinction (6,50), processes that are mediated by both neurons within the vACC (infralimbic cortex in rodents) and their connections with the amygdala (3,…”
BackgroundMethodvan Reekum, C. M., Urry, H. L., Johnstone, T., Thurow, M. E., Frye, C. J., Jackson, C. A., Schaefer, H. S., Alexander, A. L., & Davidson, R. J. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2007.19.2.237 · Cited by 188
“Given the role of the vmPFC in integrating cognitive and emotional information (Bechara et al., 1999) and in modulating amygdalar activity (Milad & Quirk, 2002), and the empirical findings summarized above, we propose that higher levels of adaptive emotional behavior, as reflected in greater PWB in…”
Pattwell, S. S., Bath, K. G., Perez-Castro, R., Lee, F. S., Chao, M. V., & Ninan, I. (2012) · The Journal of Neuroscience · doi:10.1523/jneurosci.5205-11.2012 · Cited by 156
“Recent studies have suggested that the top-down regulation of the amygdala by the IL-mPFC regulates fear extinction (Morgan and LeDoux, 1995; Bremner et al., 1999; Quirk et al., 2000, 2006; Milad and Quirk, 2002; Phelps et al., 2004; Santini et al., 2004, 2008; Amano et al., 2010).”
BackgroundNothing is safe: Intolerance of uncertainty is associated with compromised fear extinction learning
Morriss, J., Christakou, A., & van Reekum, C. M. (2016) · Biological Psychology · doi:10.1016/j.biopsycho.2016.05.001 · Cited by 152
Learning to learn – Intrinsic plasticity as a metaplasticity mechanism for memory formation
Sehgal, M., Song, C., Ehlers, V. L., & Moyer, J. R. (2013) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2013.07.008 · Cited by 161
“…(IL) activity is critical for inhibiting conditioned fear responses and facilitating extinction memory (Burgos-Robles, Vidal-Gonzalez, Santini, & Quirk, 2007; Chang & Maren, 2011; Milad & Quirk, 2002; Milad, Vidal-Gonzalez, & Quirk, 2004; Vidal-Gonzalez, Vidal-Gonzalez, Rauch, & Quirk, 2006).”
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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