Abstract
Fear is a response to impending threat that prepares a subject to make appropriate defensive responses, whether to freeze, fight, or flee to safety. The neural circuits that underpin how subjects learn about cues that signal threat, and make defensive responses, have been studied using Pavlovian fear conditioning in laboratory rodents as well as humans. These studies have established the amygdala as a key player in the circuits that process fear and led to a model where fear learning results from long-term potentiation of inputs that convey information about the conditioned stimulus to the amygdala. In this review, we describe the circuits in the basolateral amygdala that mediate fear learning and its expression as the conditioned response. We argue that while the evidence linking synaptic plasticity in the basolateral amygdala to fear learning is strong, there is still no mechanism that fully explains the changes that underpin fear conditioning.
Keywords: learning, memory storage, associative learning, anxiety, long term potentiation
Introduction
Fear is a response to impending threat that prepares a subject to make appropriate defensive responses. Conserved across species, it describes a physiological state preparing the animal to freeze, fight, or flee to safety and, in humans, is accompanied by affective feelings of dread and anticipation. Our physiological understanding of fear and the neural circuits that underpin it have largely been studied using the Pavlovian paradigm of fear conditioning 1. In this paradigm, subjects, typically laboratory rodents, are exposed to a neutral sensory stimulus, such as a light, odor, or tone (the conditioned stimulus [CS]) that is contingently paired with an aversive one (the unconditioned stimulus [US]), typically a footshock. Following a number of pairings, sometimes just one, subjects exhibit defensive responses when exposed to the CS alone (the conditioned response [CR]). This learning is rapid and long lasting: presentation of the same CS days, weeks, or months after its conditioning continues to evoke defensive responses. Thus, fear conditioning is a form of associative learning in which pairing the CS with the US forms a memory trace that is later retrieved by the CS alone. As such, understanding the biology that underpins fear learning will not only help us understand fear but also provide insight into memory formation, storage, and retrieval. While there are differences between the subjective state of fear and anxiety 2, there are similarities in the accompanying physiological response, and the two states share neural circuits 3– 5. Thus, understanding the neural circuits that mediate fear may also help to unravel those that underpin anxiety disorders.
Like all learning, fear conditioning has three phases: acquisition, during which a sensory input; the CS, becomes associated with an aversive outcome; storage, in which a memory trace is formed; and retrieval, when the memory trace is retrieved and initiates defensive responses. Early lesion experiments established that the amygdala, a region in the mid-temporal lobe, is an essential component of the circuits that mediate fear learning 6, 7. The amygdala is a heterogeneous structure made of a number of nuclei that receive input from a host of cortical and subcortical areas and have extensive internuclear connectivity 8. Of these, the best understood are the basolateral amygdala (BLA) and central amygdala (CeA), which form the main input and output structures of the amygdala, respectively 8– 10. CS and US information converge in the BLA 8– 11, and contingent activation of these inputs forms a memory trace that may even be stored there 12– 14. Subsequent presentation of the CS activates circuits in the BLA, and projections from the BLA to the CeA drive defensive behaviors. While it is becoming increasingly clear that the CeA also plays a role in fear learning 15, 16, much work has gone into understanding the acquisition and processing of information in the BLA during fear learning and expression. In this brief review, we focus on the BLA and its role in a commonly studied form of associated learning: cued auditory fear conditioning.
The basolateral amygdala
The BLA is located in the mid-temporal pole and anatomically divided into the lateral (LA) and basal (BA) nuclei. The LA is situated dorsal to the BA and is subdivided into the dorsolateral (LAdl), ventrolateral (LAvl), and ventromedial nuclei 17, while the BA consists of the basolateral nucleus (BL) and the basomedial nuclei (BM), also known as the accessory BA (AB) 8, 18– 20. These divisions within the BLA are cytoarchitectonically different and have different internuclear and extranuclear connections 18, 19, 21. For example, the BL is subdivided into the rostral magnocellular subdivision and the more caudal intermediate and parvicellular subdivisions, while the AB comprises the magnocellular subdivision and the more medial and caudal parvicellular subdivision 8, 20.
Fear conditioning: acquisition
Associative fear learning has an absolute requirement for CS–US contingency—that is, a temporal relationship between the two stimuli, and learning is weakened when this contingency is broken 1. In auditory fear conditioning, the CS (tones) and US (footshock) inputs converge on to single neurons in the LA 22– 24. The prevailing model for associative learning is that conjunction of CS and US input results in long-term potentiation (LTP) 25, 26 of synapses carrying CS information, and this underpins the memory of the aversive nature of the CS 9, 11, 27– 29. CS and US inputs use glutamate as the excitatory transmitter, and these inputs form classical dual-component glutamatergic synapses that express postsynaptic AMPA and N-methyl-D-aspartate (NMDA) receptors 30, 31. NMDA receptors are calcium-permeable, cationic ion channels that are open only when the glutamate site on the receptor is occupied and the membrane potential is depolarised 32, 33. Thus, these receptors are coincidence detectors 34, and cytosolic calcium delivered by their activity is required for many forms of synaptic plasticity 35, 36. Fear conditioning requires NMDA receptor activity in the BLA 37– 39, and CS inputs are known to undergo plasticity following fear learning 40, 41. Thus, it is generally accepted that NMDA receptor-dependent LTP underpins Pavlovian fear conditioning 11, 28, 42– 44. In this model, the CS engages glutamatergic synapses, and the US provides the coincident depolarizing signal that drives NMDA receptor activity, triggering LTP of inputs carrying CS information 11, 39, 43, 45.
While this model is compatible with much of the literature and provides a plausible model for fear learning, how CS–US pairings result in LTP of synapses carrying CS input is not clear. In most auditory fear conditioning protocols, the CS lasts several seconds and then co-terminates with the US (known as delay fear conditioning). Typically, a 10-second CS is used, with the US being presented in the last 1 second and co-terminating with the CS. However, in LA principal neurons, the response to prolonged auditory stimulation is transient, lasting at most several hundred milliseconds 22, 46, 47. Whole cell recordings in vivo also show auditory evoked synaptic activity to last only a short period of time 23, suggesting that synapses carrying CS information are not active at the time the US signal arrives in the BLA. Moreover, when the CS and US are separated by a brief period of time, a procedure called trace conditioning, fear conditioning can still be induced 48. While trace conditioning with a long trace interval (>5 seconds) engages the hippocampus 48, 49, perhaps indicating a different form of learning, this does not happen with short (<3 seconds) trace intervals. In these experiments, although the interval between the CS and US is short, the offset time constant of synaptic NMDA receptors in the BLA is much shorter (in the order of ~100 milliseconds) 50, 51, meaning that with trace intervals of >1 second, ionotropic glutamate receptors mediating CS information are again not engaged when the US signal arrives. Thus, one requirement for NMDA receptor-dependent LTP, receptor engagement by glutamate, is not met. Furthermore, while neurons in the BLA receive both CS and US input, some neurons that change their response to the CS appear to not respond to the US 52, an observation that challenges the requirement of contingent input onto single neurons.
Finally, it is well established that the recent history of the CS is an important determinant in learning. One example is the blocking effect 1, in which a compound CS (light + tone) is paired with the US. If one of the CSs (e.g. the tone) has previously been paired with the US, subjects do not develop defensive responses to the light 53, 54. This result suggests that factors other than a close temporal relationship between the CS and US are required in fear associative learning. Interestingly, the US has been found to activate several ascending systems that release neuromodulators such as noradrenaline 55 and acetylcholine 56, and these systems are known to be involved in fear learning. However, how activation of these neuromodulatory systems modulates NMDA receptor-driven plasticity evoked during acquisition is not currently clear. In summary, in cued fear conditioning, it is clear that CS–US contingency is necessary for associative learning, and while the idea that synaptic plasticity (LTP) within the BLA underpins learning is very compelling, how this plasticity is evoked is still not clear.
Fear conditioning: the role of inhibition
The BLA is a cortical-like structure, with the majority of neurons (principal or pyramidal) being glutamatergic and the rest (~20%) being GABAergic inhibitory interneurons 57– 59.
Although relatively a smaller population, interneurons powerfully regulate the excitability of principal cells 15, 60– 63. Thus, within the BLA, principal cells have very low resting firing rates 64 and single interneurons can block their activity 63. The importance of inhibition in fear learning was established early with experiments showing that pharmacologically enhancing inhibition in the BLA is anxiolytic and can block fear learning 65, 66, and in vitro studies show that plasticity of thalamic and cortical input to BLA principal cells is strongly modulated by inhibition 60, 67, 68.
Similar to the cortex, interneurons are divided into distinct families based on expression of cytosolic markers and synaptic connections 15, 59, 69– 72. Of these, the major population are interneurons that express calbindin and those that express calretinin 73, 74. These groups can be further subdivided based on their expression of neuropeptides such as somatostatin (SOM) or the calcium-binding protein parvalbumin (PV) 15, 59, 69, 72, with PV interneurons being more numerous in the BA as compared to the LA 74. Recent work has focused on these latter two families, which have distinct subcellular targets on principal neurons 15, 59, 75. PV interneurons innervate the somatic and proximal dendritic compartment, as well as the axon initial segment 76– 79, the likely site of action potential generation, while SOM interneurons target the distal dendritic tree. Both PV and SOM interneurons provide feedforward as well as feedback inhibition. In the LA, fast spiking interneurons (likely PV interneurons) have been found to receive cortical and thalamic inputs, again indicating a role in feedforward inhibition 80– 82. While the exact source of afferent inputs to these interneuron types has not been fully characterized, PV interneurons in the BA have been suggested to have both feedforward 83 and feedback connections 75.
More recently, in vivo recordings are beginning to establish how local interneuron circuits modulate learning. During auditory fear conditioning, PV interneurons in the BLA are excited by auditory input (CS) while SOM interneurons are inhibited 24. In contrast, PV interneurons are inhibited by footshocks (US) 24. Since SOM interneurons in the BLA receive inhibitory input from PV interneurons 24, the inhibition of SOM interneurons during CS presentation is proposed to be mediated by PV cells driven by the CS 24. Functionally, the CS is thought to support principal neuron dendritic depolarization by disinhibition of SOM interneurons. Finally, input to interneurons can also undergo synaptic plasticity 82, 84, and there are clear changes to inhibitory circuitry following fear conditioning 84, 85. In summary, inhibition in the BLA is a strong regulator of principal cell activity, and it is clear that inhibitory microcircuits play crucial and cell type-specific roles in fear conditioning 86. However, how the activity of these microcircuits establishes CS–US contingency is not clear.
Fear conditioning: expression
Within the BLA, auditory input is concentrated in the LA 87 and behavioral tests found that pretraining lesions of the LA 88, but not the BL 88, 89, BM 88, or entire BA 90, blocks auditory fear conditioning. As described above, this learning is thought to result from the plasticity of synapses made by CS input to principal neurons in the LA. Consistent with this result, inhibition of pyramidal neurons in the LA, but not the BA, impairs fear learning 91. Following associative learning, fear memory is thought to be stored as a network of excitatory neurons that has been called the engram 92. Individual neurons within the network appear to be allocated by their excitability during fear acquisition 93, and inactivation of this network of neurons disrupts memory retrieval 94. This engram has been associated with pyramidal neurons in the LA 94. However, following fear conditioning, a network of neurons driven by the CS has also been identified in the BA 52.
The primary target of auditory input is the LA, and the main target for LA pyramidal neurons is the BA 95, 96, which in turn send afferents to the CeM 97, the main output station of amygdala to hypothalamus and brainstem 8, 98. As expected, single unit recordings show selective increase of CS evoked spike firing after auditory fear conditioning in the LA 10, 46, 99, 100. In agreement with the anatomy, a significant number of neurons in the BL and BM also acquire CS responsiveness following fear conditioning 47, 52, 101. Inactivation of either the BL or the BM individually has little impact on fear expression, but inactivation of the entire BA abolishes fear expression 47. These results have led to a model of fear conditioning in which learning requires the LA, fear expression is gated by BLA projections to the central amygdala, and downstream projections from the central amygdala initiate the physiological responses underlying the defensive responses elicited by the CS 47.
Conclusions
In summary, the BLA is a complex structure that plays a central role in cued auditory fear conditioning. During learning, CS and US inputs converge in the LA, and the acquisition of fear memory is driven by contingent CS–US activity that results in an enhanced CS input by a mechanism that requires local inhibitory circuits and activation of NMDA receptors. This enhanced CS activity results in the formation of a memory trace or engram within the BLA. Following fear conditioning, subsequent presentation of the CS retrieves the memory trace by activating a network of neurons in the BA, and the resultant output drives the CeA, initiating the conditioned response. While the evidence for this general model is compelling, the details of the mechanisms that initiate synaptic plasticity, how this plasticity establishes the engram, and the role of local inhibition are not fully understood, and indeed the current literature provides some conflicting observations. With the rapid development of new techniques to interrogate neural function, we have no doubt that these issues are ripe to be settled.
Editorial Note on the Review Process
F1000 Faculty Reviews are commissioned from members of the prestigious F1000 Faculty and are edited as a service to readers. In order to make these reviews as comprehensive and accessible as possible, the referees provide input before publication and only the final, revised version is published. The referees who approved the final version are listed with their names and affiliations but without their reports on earlier versions (any comments will already have been addressed in the published version).
The referees who approved this article are:
Benedetto Sacchetti, Department of Neuroscience, University of Turin, Turin, Italy
Roger L Clem, Fishberg Department of Neuroscience and the Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, USA
Nathan M Holmes, School of Psychology, University of New South Wales, Sydney, Australia
Funding Statement
This work is supported by the National Health and Medical Research Council and Australian Research Council.
The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
[version 1; peer review: 3 approved]
References
- 1. Fanselow MS, Wassum KM: The Origins and Organization of Vertebrate Pavlovian Conditioning. Cold Spring Harb Perspect Biol. 2015;8(1):a021717. 10.1101/cshperspect.a021717 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2. LeDoux J: Rethinking the emotional brain. Neuron. 2012;73(4):653–76. 10.1016/j.neuron.2012.02.004 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 3. Davis M, Walker DL, Miles L, et al. : Phasic vs sustained fear in rats and humans: role of the extended amygdala in fear vs anxiety. Neuropsychopharmacology. 2010;35(1):105–35. 10.1038/npp.2009.109 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Shackman AJ, Fox AS: Contributions of the Central Extended Amygdala to Fear and Anxiety. J Neurosci. 2016;36(31):8050–63. 10.1523/JNEUROSCI.0982-16.2016 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 5. Sah P: Fear, Anxiety, and the Amygdala. Neuron. 2017;96(1):1–2. 10.1016/j.neuron.2017.09.013 [DOI] [PubMed] [Google Scholar]
- 6. Fendt M, Fanselow MS: The neuroanatomical and neurochemical basis of conditioned fear. Neurosci Biobehav Rev. 1999;23(5):743–60. 10.1016/s0149-7634(99)00016-0 [DOI] [PubMed] [Google Scholar]
- 7. LeDoux J: Fear and the brain: where have we been, and where are we going? Biol Psychiatry. 1998;44(12):1229–38. 10.1016/s0006-3223(98)00282-0 [DOI] [PubMed] [Google Scholar]
- 8. Sah P, Faber ES, Lopez De Armentia M, et al. : The amygdaloid complex: anatomy and physiology. Physiol Rev. 2003;83(3):803–34. 10.1152/physrev.00002.2003 [DOI] [PubMed] [Google Scholar]
- 9. Maren S: Neurobiology of Pavlovian fear conditioning. Annu Rev Neurosci. 2001;24:897–931. 10.1146/annurev.neuro.24.1.897 [DOI] [PubMed] [Google Scholar]
- 10. Maren S, Quirk GJ: Neuronal signalling of fear memory. Nat Rev Neurosci. 2004;5(11):844–52. 10.1038/nrn1535 [DOI] [PubMed] [Google Scholar]
- 11. Pape HC, Pare D: Plastic synaptic networks of the amygdala for the acquisition, expression, and extinction of conditioned fear. Physiol Rev. 2010;90(2):419–63. 10.1152/physrev.00037.2009 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Paré D: Mechanisms of Pavlovian fear conditioning: has the engram been located? Trends Neurosci. 2002;25(9):436–7. 10.1016/s0166-2236(02)02243-9 [DOI] [PubMed] [Google Scholar]
- 13. Josselyn SA: Continuing the search for the engram: examining the mechanism of fear memories. J Psychiatry Neurosci. 2010;35(4):221–8. 10.1503/jpn.100015 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14. Josselyn SA, Köhler S, Frankland PW: Finding the engram. Nat Rev Neurosci. 2015;16(9):521–34. 10.1038/nrn4000 [DOI] [PubMed] [Google Scholar]; F1000 Recommendation
- 15. Ehrlich I, Humeau Y, Grenier F, et al. : Amygdala inhibitory circuits and the control of fear memory. Neuron. 2009;62(6):757–71. 10.1016/j.neuron.2009.05.026 [DOI] [PubMed] [Google Scholar]
- 16. Fadok JP, Markovic M, Tovote P, et al. : New perspectives on central amygdala function. Curr Opin Neurobiol. 2018;49:141–7. 10.1016/j.conb.2018.02.009 [DOI] [PubMed] [Google Scholar]; F1000 Recommendation
- 17. Pitkänen A, Savander V, LeDoux JE: Organization of intra-amygdaloid circuitries in the rat: an emerging framework for understanding functions of the amygdala. Trends Neurosci. 1997;20(11):517–23. 10.1016/s0166-2236(97)01125-9 [DOI] [PubMed] [Google Scholar]
- 18. McDonald AJ: Neuronal organization of the lateral and basolateral amygdaloid nuclei in the rat. J Comp Neurol. 1984;222(4):589–606. 10.1002/cne.902220410 [DOI] [PubMed] [Google Scholar]
- 19. Krettek JE, Price JL: A description of the amygdaloid complex in the rat and cat with observations on intra-amygdaloid axonal connections. J Comp Neurol. 1978;178(2):255–79. 10.1002/cne.901780205 [DOI] [PubMed] [Google Scholar]
- 20. Pitkänen A: Connectivity of the rat amygdaloid complex. In The Amygdala: A functional analysis, (ed J. P. Aggleton). Oxford University Press,2000;31–115. Reference Source [Google Scholar]
- 21. McDonald AJ: Neurons of the lateral and basolateral amygdaloid nuclei: a Golgi study in the rat. J Comp Neurol. 1982;212(3):293–312. 10.1002/cne.902120307 [DOI] [PubMed] [Google Scholar]
- 22. Romanski LM, Clugnet MC, Bordi F, et al. : Somatosensory and auditory convergence in the lateral nucleus of the amygdala. Behav Neurosci. 1993;107(3):444–50. 10.1037/0735-7044.107.3.444 [DOI] [PubMed] [Google Scholar]
- 23. Windels F, Yan S, Stratton PG, et al. : Auditory Tones and Foot-Shock Recapitulate Spontaneous Sub-Threshold Activity in Basolateral Amygdala Principal Neurons and Interneurons. PLoS One. 2016;11(5):e0155192. 10.1371/journal.pone.0155192 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. Wolff SB, Gründemann J, Tovote P, et al. : Amygdala interneuron subtypes control fear learning through disinhibition. Nature. 2014;509(7501):453–8. 10.1038/nature13258 [DOI] [PubMed] [Google Scholar]; F1000 Recommendation
- 25. Bliss TV, Collingridge GL: A synaptic model of memory: long-term potentiation in the hippocampus. Nature. 1993;361(6407):31–9. 10.1038/361031a0 [DOI] [PubMed] [Google Scholar]
- 26. Mayford M, Siegelbaum SA, Kandel ER: Synapses and memory storage. Cold Spring Harb Perspect Biol. 2012;4(6):pii: a005751. 10.1101/cshperspect.a005751 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. Davis M: The role of the amygdala in fear and anxiety. Annu Rev Neurosci. 1992;15:353–75. 10.1146/annurev.ne.15.030192.002033 [DOI] [PubMed] [Google Scholar]
- 28. Fanselow MS, LeDoux JE: Why we think plasticity underlying Pavlovian fear conditioning occurs in the basolateral amygdala. Neuron. 1999;23(2):229–32. 10.1016/s0896-6273(00)80775-8 [DOI] [PubMed] [Google Scholar]
- 29. LeDoux J: The emotional brain, fear, and the amygdala. Cell Mol Neurobiol. 2003;23(4–5):727–38. 10.1023/a:1025048802629 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30. Hestrin S, Perkel DJ, Sah P, et al. : Physiological properties of excitatory synaptic transmission in the central nervous system. Cold Spring Harb Symp Quant Biol. 1990;55:87–93. 10.1101/sqb.1990.055.01.011 [DOI] [PubMed] [Google Scholar]
- 31. Mahanty NK, Sah P: Excitatory synaptic inputs to pyramidal neurons of the lateral amygdala. Eur J Neurosci. 1999;11(4):1217–22. 10.1046/j.1460-9568.1999.00528.x [DOI] [PubMed] [Google Scholar]
- 32. Nowak L, Bregestovski P, Ascher P, et al. : Magnesium gates glutamate-activated channels in mouse central neurones. Nature. 1984;307(5950):462–5. 10.1038/307462a0 [DOI] [PubMed] [Google Scholar]
- 33. Mayer ML, Westbrook GL, Guthrie PB: Voltage-dependent block by Mg 2+ of NMDA responses in spinal cord neurones. Nature. 1984;309(5965):261–3. 10.1038/309261a0 [DOI] [PubMed] [Google Scholar]
- 34. McBain CJ, Mayer ML: N-methyl-D-aspartic acid receptor structure and function. Physiol Rev. 1994;74(3):723–60. 10.1152/physrev.1994.74.3.723 [DOI] [PubMed] [Google Scholar]
- 35. Collingridge GL, Bliss TVP: NMDA receptors - their role in long-term potentiation. Trends Neurosci. 1987;10(7):288–93. 10.1016/0166-2236(87)90175-5 [DOI] [Google Scholar]
- 36. Malenka RC, Nicoll RA: NMDA-receptor-dependent synaptic plasticity: Multiple forms and mechanisms. Trends Neurosci. 1993;16(12):521–7. 10.1016/0166-2236(93)90197-t [DOI] [PubMed] [Google Scholar]
- 37. Miserendino MJ, Sananes CB, Melia KR, et al. : Blocking of acquisition but not expression of conditioned fear-potentiated startle by NMDA antagonists in the amygdala. Nature. 1990;345(6277):716–8. 10.1038/345716a0 [DOI] [PubMed] [Google Scholar]
- 38. Kim JJ, DeCola JP, Landeira-Fernandez J, et al. : N-methyl-D-aspartate receptor antagonist APV blocks acquisition but not expression of fear conditioning. Behav Neurosci. 1991;105(1):126–33. 10.1037//0735-7044.105.1.126 [DOI] [PubMed] [Google Scholar]
- 39. Goosens KA, Maren S: NMDA receptors are essential for the acquisition, but not expression, of conditional fear and associative spike firing in the lateral amygdala. Eur J Neurosci. 2004;20(2):537–48. 10.1111/j.1460-9568.2004.03513.x [DOI] [PubMed] [Google Scholar]
- 40. McKernan MG, Shinnick-Gallagher P: Fear conditioning induces a lasting potentiation of synaptic currents in vitro. Nature. 1997;390(6660):607–11. 10.1038/37605 [DOI] [PubMed] [Google Scholar]
- 41. Tsvetkov E, Carlezon WA, Benes FM, et al. : Fear conditioning occludes LTP-induced presynaptic enhancement of synaptic transmission in the cortical pathway to the lateral amygdala. Neuron. 2002;34(2):289–300. 10.1016/s0896-6273(02)00645-1 [DOI] [PubMed] [Google Scholar]
- 42. Sah P, Westbrook RF, Lüthi A: Fear conditioning and long-term potentiation in the amygdala: what really is the connection? Ann N Y Acad Sci. 2008;1129:88–95. 10.1196/annals.1417.020 [DOI] [PubMed] [Google Scholar]
- 43. Blair HT, Schafe GE, Bauer EP, et al. : Synaptic Plasticity in the Lateral Amygdala: a Cellular Hypothesis of Fear Conditioning. Learn Mem. 2001;8(5):229–42. 10.1101/lm.30901 [DOI] [PubMed] [Google Scholar]
- 44. Maren S: Long-term potentiation in the amygdala: a mechanism for emotional learning and memory. Trends Neurosci. 1999;22(12):561–7. 10.1016/s0166-2236(99)01465-4 [DOI] [PubMed] [Google Scholar]
- 45. Johansen JP, Cain CK, Ostroff LE, et al. : Molecular mechanisms of fear learning and memory. Cell. 2011;147(3):509–24. 10.1016/j.cell.2011.10.009 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46. Quirk GJ, Repa JC, LeDoux JE: Fear conditioning enhances short-latency auditory responses of lateral amygdala neurons: parallel recordings in the freely behaving rat. Neuron. 1995;15(5):1029–39. 10.1016/0896-6273(95)90092-6 [DOI] [PubMed] [Google Scholar]
- 47. Amano T, Duvarci S, Popa D, et al. : The fear circuit revisited: contributions of the basal amygdala nuclei to conditioned fear. J Neurosci. 2011;31(43):15481–9. 10.1523/JNEUROSCI.3410-11.2011 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48. Chowdhury N, Quinn JJ, Fanselow MS: Dorsal hippocampus involvement in trace fear conditioning with long, but not short, trace intervals in mice. Behav Neurosci. 2005;119(5):1396–402. 10.1037/0735-7044.119.5.1396 [DOI] [PubMed] [Google Scholar]
- 49. Quinn JJ, Wied HM, Ma QD, et al. : Dorsal hippocampus involvement in delay fear conditioning depends upon the strength of the tone-footshock association. Hippocampus. 2008;18(7):640–54. 10.1002/hipo.20424 [DOI] [PubMed] [Google Scholar]
- 50. Delaney AJ, Sedlak PL, Autuori E, et al. : Synaptic NMDA receptors in basolateral amygdala principal neurons are triheteromeric proteins: physiological role of GluN2B subunits. J Neurophysiol. 2013;109(5):1391–402. 10.1152/jn.00176.2012 [DOI] [PubMed] [Google Scholar]
- 51. Lopez de Armentia M, Sah P: Development and subunit composition of synaptic NMDA receptors in the amygdala: NR2B synapses in the adult central amygdala. J Neurosci. 2003;23(17):6876–83. 10.1523/JNEUROSCI.23-17-06876.2003 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52. Grewe BF, Gründemann J, Kitch LJ, et al. : Neural ensemble dynamics underlying a long-term associative memory. Nature. 2017;543(7647):670–5. 10.1038/nature21682 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 53. Kamin L: Predictability, surprise, attention, and conditioning. (Appleton-Century-Crofts.).1969. Reference Source [Google Scholar]
- 54. Sengupta A, McNally GP: A role for midline and intralaminar thalamus in the associative blocking of Pavlovian fear conditioning. Front Behav Neurosci. 2014;8:148. 10.3389/fnbeh.2014.00148 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55. Giustino TF, Maren S: Noradrenergic Modulation of Fear Conditioning and Extinction. Front Behav Neurosci. 2018;12:43. 10.3389/fnbeh.2018.00043 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 56. Knox D: The role of basal forebrain cholinergic neurons in fear and extinction memory. Neurobiol Learn Mem. 2016;133:39–52. 10.1016/j.nlm.2016.06.001 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 57. McDonald AJ: In The Amygdala: Neurobiological Aspects of Emotion, Memory and Mental Dysfunction. (ed J. P. Aggleton) 67-96 (Wiley Liss, 1992). 1992. [Google Scholar]
- 58. Smith Y, Par JF, Par D: Cat intraamygdaloid inhibitory network: ultrastructural organization of parvalbumin-immunoreactive elements. J Comp Neurol. 1998;391(2):164–79. [DOI] [PubMed] [Google Scholar]
- 59. Spampanato J, Polepalli J, Sah P: Interneurons in the basolateral amygdala. Neuropharmacology. 2011;60(5):765–73. 10.1016/j.neuropharm.2010.11.006 [DOI] [PubMed] [Google Scholar]
- 60. Bissière S, Humeau Y, Lüthi A: Dopamine gates LTP induction in lateral amygdala by suppressing feedforward inhibition. Nat Neurosci. 2003;6(6):587–92. 10.1038/nn1058 [DOI] [PubMed] [Google Scholar]; F1000 Recommendation
- 61. Lang EJ, Paré D: Similar inhibitory processes dominate the responses of cat lateral amygdaloid projection neurons to their various afferents. J Neurophysiol. 1997;77(1):341–52. 10.1152/jn.1997.77.1.341 [DOI] [PubMed] [Google Scholar]
- 62. Li XF, Armony JL, LeDoux JE: GABA A and GABA B receptors differentially regulate synaptic transmission in the auditory thalamo-amygdala pathway: an in vivo microiontophoretic study and a model. Synapse. 1996;24(2):115–24. [DOI] [PubMed] [Google Scholar]
- 63. Woodruff AR, Sah P: Inhibition and synchronization of basal amygdala principal neuron spiking by parvalbumin-positive interneurons. J Neurophysiol. 2007;98(5):2956–61. 10.1152/jn.00739.2007 [DOI] [PubMed] [Google Scholar]
- 64. Gaudreau H, Pare D: Projection neurons of the lateral amygdaloid nucleus are virtually silent throughout the sleep--waking cycle. J Neurophysiol. 1996;75(3):1301–5. 10.1152/jn.1996.75.3.1301 [DOI] [PubMed] [Google Scholar]
- 65. Harris JA, Westbrook RF: Benzodiazepine-induced amnesia in rats: reinstatement of conditioned performance by noxious stimulation on test. Behav Neurosci. 1998;112(1):183–92. 10.1037//0735-7044.112.1.183 [DOI] [PubMed] [Google Scholar]
- 66. Pesold C, Treit D: The central and basolateral amygdala differentially mediate the anxiolytic effects of benzodiazepines. Brain Res. 1995;671(2):213–21. 10.1016/0006-8993(94)01318-c [DOI] [PubMed] [Google Scholar]
- 67. Shaban H, Humeau Y, Herry C, et al. : Generalization of amygdala LTP and conditioned fear in the absence of presynaptic inhibition. Nat Neurosci. 2006;9(8):1028–35. 10.1038/nn1732 [DOI] [PubMed] [Google Scholar]
- 68. Tully K, Li Y, Tsvetkov E, et al. : Norepinephrine enables the induction of associative long-term potentiation at thalamo-amygdala synapses. Proc Natl Acad Sci U S A. 2007;104(35):14146–50. 10.1073/pnas.0704621104 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69. McDonald AJ, Mascagni F, Zaric V: Subpopulations of somatostatin-immunoreactive non-pyramidal neurons in the amygdala and adjacent external capsule project to the basal forebrain: evidence for the existence of GABAergic projection neurons in the cortical nuclei and basolateral nuclear complex. Front Neural Circuits. 2012;6:46. 10.3389/fncir.2012.00046 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70. Mascagni F, Muly EC, Rainnie DG, et al. : Immunohistochemical characterization of parvalbumin-containing interneurons in the monkey basolateral amygdala. Neuroscience. 2009;158(4):1541–50. 10.1016/j.neuroscience.2008.11.017 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71. Mascagni F, McDonald AJ: Parvalbumin-immunoreactive neurons and GABAergic neurons of the basal forebrain project to the rat basolateral amygdala. Neuroscience. 2009;160(4):805–12. 10.1016/j.neuroscience.2009.02.077 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72. Sosulina L, Meis S, Seifert G, et al. : Classification of projection neurons and interneurons in the rat lateral amygdala based upon cluster analysis. Mol Cell Neurosci. 2006;33(1):57–67. 10.1016/j.mcn.2006.06.005 [DOI] [PubMed] [Google Scholar]
- 73. Kemppainen S, Pitknen A: Distribution of parvalbumin, calretinin, and calbindin-D(28k) immunoreactivity in the rat amygdaloid complex and colocalization with gamma-aminobutyric acid. J Comp Neurol. 2000;426(3):441–67. [DOI] [PubMed] [Google Scholar]
- 74. McDonald AJ, Mascagni F: Colocalization of calcium-binding proteins and GABA in neurons of the rat basolateral amygdala. Neuroscience. 2001;105(3):681–93. 10.1016/s0306-4522(01)00214-7 [DOI] [PubMed] [Google Scholar]
- 75. Woodruff AR, Sah P: Networks of parvalbumin-positive interneurons in the basolateral amygdala. J Neurosci. 2007;27(3):553–63. 10.1523/JNEUROSCI.3686-06.2007 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76. McDonald AJ, Muller JF, Mascagni F: GABAergic innervation of alpha type II calcium/calmodulin-dependent protein kinase immunoreactive pyramidal neurons in the rat basolateral amygdala. J Comp Neurol. 2002;446(3):199–218. 10.1002/cne.10204 [DOI] [PubMed] [Google Scholar]
- 77. McDonald AJ, Betette RL: Parvalbumin-containing neurons in the rat basolateral amygdala: morphology and co-localization of Calbindin-D(28k). Neuroscience. 2001;102(2):413–25. 10.1016/s0306-4522(00)00481-4 [DOI] [PubMed] [Google Scholar]
- 78. Muller JF, Mascagni F, McDonald AJ: Pyramidal cells of the rat basolateral amygdala: synaptology and innervation by parvalbumin-immunoreactive interneurons. J Comp Neurol. 2006;494(4):635–50. 10.1002/cne.20832 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79. Woodruff AR, Monyer H, Sah P: GABAergic excitation in the basolateral amygdala. J Neurosci. 2006;26(46):11881–7. 10.1523/JNEUROSCI.3389-06.2006 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80. Szinyei C, Heinbockel T, Montagne J, et al. : Putative cortical and thalamic inputs elicit convergent excitation in a population of GABAergic interneurons of the lateral amygdala. J Neurosci. 2000;20(23):8909–15. 10.1523/JNEUROSCI.20-23-08909.2000 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81. Polepalli JS, Sullivan RK, Yanagawa Y, et al. : A specific class of interneuron mediates inhibitory plasticity in the lateral amygdala. J Neurosci. 2010;30(44):14619–29. 10.1523/JNEUROSCI.3252-10.2010 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82. Mahanty NK, Sah P: Calcium-permeable AMPA receptors mediate long-term potentiation in interneurons in the amygdala. Nature. 1998;394(6694):683–7. 10.1038/29312 [DOI] [PubMed] [Google Scholar]
- 83. Smith Y, Paré JF, Paré D: Differential innervation of parvalbumin-immunoreactive interneurons of the basolateral amygdaloid complex by cortical and intrinsic inputs. J Comp Neurol. 2000;416(4):496–508. [DOI] [PubMed] [Google Scholar]
- 84. Szinyei C, Narayanan RT, Pape HC: Plasticity of inhibitory synaptic network interactions in the lateral amygdala upon fear conditioning in mice. Eur J Neurosci. 2007;25(4):1205–11. 10.1111/j.1460-9568.2007.05349.x [DOI] [PubMed] [Google Scholar]
- 85. Lucas EK, Jegarl AM, Morishita H, et al. : Multimodal and Site-Specific Plasticity of Amygdala Parvalbumin Interneurons after Fear Learning. Neuron. 2016;91(3):629–43. 10.1016/j.neuron.2016.06.032 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 86. Lucas EK, Clem RL: GABAergic interneurons: The orchestra or the conductor in fear learning and memory? Brain Res Bull. 2018;141:13–9. 10.1016/j.brainresbull.2017.11.016 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 87. Doron NN, LeDoux JE: Organization of projections to the lateral amygdala from auditory and visual areas of the thalamus in the rat. J Comp Neurol. 1999;412(3):383–409. [DOI] [PubMed] [Google Scholar]
- 88. Nader K, Majidishad P, Amorapanth P, et al. : Damage to the lateral and central, but not other, amygdaloid nuclei prevents the acquisition of auditory fear conditioning. Learn Mem. 2001;8(3):156–63. 10.1101/lm.38101 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 89. Amorapanth P, LeDoux JE, Nader K: Different lateral amygdala outputs mediate reactions and actions elicited by a fear-arousing stimulus. Nat Neurosci. 2000;3(1):74–9. 10.1038/71145 [DOI] [PubMed] [Google Scholar]
- 90. Anglada-Figueroa D, Quirk GJ: Lesions of the basal amygdala block expression of conditioned fear but not extinction. J Neurosci. 2005;25(42):9680–5. 10.1523/JNEUROSCI.2600-05.2005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 91. Tipps M, Marron Fernandez de Velasco E, Schaeffer A, et al. : Inhibition of Pyramidal Neurons in the Basal Amygdala Promotes Fear Learning. eNeuro. 2018;5(5): pii: ENEURO.0272-18.2018. 10.1523/ENEURO.0272-18.2018 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 92. Josselyn SA, Frankland PW: Memory Allocation: Mechanisms and Function. Annu Rev Neurosci. 2018;41:389–413. 10.1146/annurev-neuro-080317-061956 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 93. Han JH, Kushner SA, Yiu AP, et al. : Neuronal competition and selection during memory formation. Science. 2007;316(5823):457–60. 10.1126/science.1139438 [DOI] [PubMed] [Google Scholar]; F1000 Recommendation
- 94. Han JH, Kushner SA, Yiu AP, et al. : Selective erasure of a fear memory. Science. 2009;323(5920):1492–6. 10.1126/science.1164139 [DOI] [PubMed] [Google Scholar]; F1000 Recommendation
- 95. Smith Y, Paré D: Intra-amygdaloid projections of the lateral nucleus in the cat: PHA-L anterograde labeling combined with postembedding GABA and glutamate immunocytochemistry. J Comp Neurol. 1994;342(2):232–48. 10.1002/cne.903420207 [DOI] [PubMed] [Google Scholar]
- 96. Pitkänen A, Stefanacci L, Farb CR, et al. : Intrinsic connections of the rat amygdaloid complex: projections originating in the lateral nucleus. J Comp Neurol. 1995;356(2):288–310. 10.1002/cne.903560211 [DOI] [PubMed] [Google Scholar]
- 97. Savander V, Go CG, LeDoux JE, et al. : Intrinsic connections of the rat amygdaloid complex: projections originating in the basal nucleus. J Comp Neurol. 1995;361(2):345–68. 10.1002/cne.903610211 [DOI] [PubMed] [Google Scholar]
- 98. Duvarci S, Pare D: Amygdala microcircuits controlling learned fear. Neuron. 2014;82(5):966–80. 10.1016/j.neuron.2014.04.042 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 99. Quirk GJ, Armony JL, LeDoux JE: Fear conditioning enhances different temporal components of tone-evoked spike trains in auditory cortex and lateral amygdala. Neuron. 1997;19(3):613–24. 10.1016/s0896-6273(00)80375-x [DOI] [PubMed] [Google Scholar]
- 100. Goosens KA, Hobin JA, Maren S: Auditory-evoked spike firing in the lateral amygdala and Pavlovian fear conditioning: mnemonic code or fear bias? Neuron. 2003;40(5):1013–22. 10.1016/s0896-6273(03)00728-1 [DOI] [PubMed] [Google Scholar]
- 101. Herry C, Ciocchi S, Senn V, et al. : Switching on and off fear by distinct neuronal circuits. Nature. 2008;454(7204):600–6. 10.1038/nature07166 [DOI] [PubMed] [Google Scholar]; F1000 Recommendation
