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<journal-id journal-id-type="publisher-id">Front. Behav. Neurosci.</journal-id>
<journal-title>Frontiers in Behavioral Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Behav. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-5153</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="doi">10.3389/fnbeh.2024.1352797</article-id>
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<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Review</subject>
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<title-group>
<article-title>Neural circuits for the adaptive regulation of fear and extinction memory</article-title>
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<name><surname>Plas</surname> <given-names>Samantha L.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<name><surname>Tuna</surname> <given-names>Tu&#x011F;&#x00E7;e</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
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<name><surname>Bayer</surname> <given-names>Hugo</given-names></name>
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<contrib contrib-type="author">
<name><surname>Juliano</surname> <given-names>Vitor A. L.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name><surname>Sweck</surname> <given-names>Samantha O.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Arellano Perez</surname> <given-names>Angel D.</given-names></name>
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<name><surname>Hassell</surname> <given-names>James E.</given-names></name>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Maren</surname> <given-names>Stephen</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Psychological and Brain Sciences, Texas A&#x0026;M University</institution>, <addr-line>College Station, TX</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Institute for Neuroscience, Texas A&#x0026;M University</institution>, <addr-line>College Station, TX</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Pharmacology, Institute of Biomedical Sciences, University of S&#x00E3;o Paulo</institution>, <addr-line>S&#x00E3;o Paulo</addr-line>, <country>Brazil</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Travis P. Todd, University of Vermont, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Nicole Ferrara, Rosalind Franklin University of Medicine and Science, United States</p>
<p>Nathan Holmes, University of New South Wales, Australia</p></fn>
<corresp id="c001">&#x002A;Correspondence: Stephen Maren, <email>maren@tamu.edu</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>18</volume>
<elocation-id>1352797</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Plas, Tuna, Bayer, Juliano, Sweck, Arellano Perez, Hassell and Maren.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Plas, Tuna, Bayer, Juliano, Sweck, Arellano Perez, Hassell and Maren</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>The regulation of fear memories is critical for adaptive behaviors and dysregulation of these processes is implicated in trauma- and stress-related disorders. Treatments for these disorders include pharmacological interventions as well as exposure-based therapies, which rely upon extinction learning. Considerable attention has been directed toward elucidating the neural mechanisms underlying fear and extinction learning. In this review, we will discuss historic discoveries and emerging evidence on the neural mechanisms of the adaptive regulation of fear and extinction memories. We will focus on neural circuits regulating the acquisition and extinction of Pavlovian fear conditioning in rodent models, particularly the role of the medial prefrontal cortex and hippocampus in the contextual control of extinguished fear memories. We will also consider new work revealing an important role for the thalamic nucleus reuniens in the modulation of prefrontal-hippocampal interactions in extinction learning and memory. Finally, we will explore the effects of stress on this circuit and the clinical implications of these findings.</p>
</abstract>
<kwd-group>
<kwd>fear memory</kwd>
<kwd>extinction</kwd>
<kwd>prefrontal cortex</kwd>
<kwd>hippocampus</kwd>
<kwd>amygdala</kwd>
<kwd>rat</kwd>
</kwd-group>
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<ref-count count="207"/>
<page-count count="14"/>
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<meta-name>section-at-acceptance</meta-name>
<meta-value>Learning and Memory</meta-value>
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</front>
<body>
<sec id="S1" sec-type="intro">
<title>1 Introduction</title>
<p>Understanding the neural mechanisms mediating fear and extinction learning is vital for the development of novel therapeutics for fear and anxiety-related disorders such as phobias, post-traumatic stress disorder (PTSD), and obsessive-compulsive disorder. Exposure-based therapies are commonly used for treating these disorders and extinction learning is the underlying mechanism. Critically, patients undergoing such therapies are vulnerable to relapse because extinction memories fade with time and are context-dependent (<xref ref-type="bibr" rid="B118">Maren et al., 2013</xref>; <xref ref-type="bibr" rid="B17">Bouton et al., 2021</xref>). Given the prevalence of these disorders and the limitations of exposure-based therapies, it is essential to understand the neural mechanisms of these disorders.</p>
<p>An important behavioral model for this work is Pavlovian fear conditioning, in which a conditioned stimulus (CS) is paired with an aversive unconditioned stimulus (US) (e.g., footshock), ultimately leading to a conditioned response (CR), such as freezing behavior. After conditioning, CRs can be extinguished by repeatedly exposing rats to the CS in the absence of the US. This procedure reliably suppresses the magnitude and probability of fear CRs, but this outcome is fragile. Extinction is highly vulnerable to several forms of relapse such as renewal, reinstatement, and spontaneous recovery (<xref ref-type="bibr" rid="B17">Bouton et al., 2021</xref>). In this review, we will review decades of work revealing a critical role of the amygdala, hippocampus (HPC) and medial prefrontal cortex (mPFC) in the acquisition, expression, and retrieval of fear. Additionally, we will explore the role of the HPC and its interactions with the infralimbic cortex in the acquisition and expression of extinction memories. Importantly, we will address the critical point that extinction learning does not erase original fear memories but creates a competing extinction memory. From this perspective, the inhibition of fear after extinction requires the suppression of the fear memory in addition to the retrieval of the extinction memory. This process is mediated by prefrontal-hippocampal interactions that are coordinated by the thalamic nucleus reuniens (RE). Finally, we will discuss the vulnerability of these processes to stress and how this contributes to PTSD-like phenotypes.</p>
</sec>
<sec id="S2">
<title>2 Neural circuits for the acquisition of fear memory</title>
<p>Decades of work assessing the neural circuitry of fear learning point to the amygdala as a critical neural substrate of aversive learning and memory. The amygdala is an almond shaped structure located in the temporal lobe that is essential for the acquisition and expression of conditioned fear. During fear conditioning, sensory inputs converge in the basolateral amygdala (BLA) (<xref ref-type="bibr" rid="B97">LeDoux et al., 1990</xref>; <xref ref-type="bibr" rid="B160">Romanski et al., 1993</xref>), driving plastic changes and allowing for long-term associations to be formed (<xref ref-type="bibr" rid="B159">Rogan et al., 1997</xref>; <xref ref-type="bibr" rid="B149">Quirk et al., 1995</xref>). Primary sensory information about unimodal CSs reaches the BLA through both thalamic and cortical projections, whereas multimodal information about the context is conveyed by the HPC and entorhinal cortex (<xref ref-type="bibr" rid="B109">Maren, 2001</xref>). Information about aversive (e.g., shock) USs appears to involve projections from the parabrachial nucleus (<xref ref-type="bibr" rid="B6">Bernard et al., 1993</xref>; <xref ref-type="bibr" rid="B32">Davis et al., 1994</xref>). The long-term synaptic changes in the BLA that underlie fear conditioning are mediated by <italic>N</italic>-methyl-D-aspartate receptors (NMDAR) (<xref ref-type="bibr" rid="B113">Maren et al., 1996</xref>; <xref ref-type="bibr" rid="B45">Fendt, 2001</xref>; <xref ref-type="bibr" rid="B158">Rodrigues et al., 2001</xref>; <xref ref-type="bibr" rid="B61">Goosens and Maren, 2004</xref>). Projections from the BLA to the central nucleus of the amygdala (CeA) drive the expression of conditioned fear responses (<xref ref-type="bibr" rid="B59">Goosens and Maren, 2001</xref>; <xref ref-type="bibr" rid="B73">Jimenez and Maren, 2009</xref>; <xref ref-type="bibr" rid="B27">Ciocchi et al., 2010</xref>; <xref ref-type="bibr" rid="B41">Duvarci et al., 2011</xref>) through projections to different hypothalamic and brainstem structures, including projections to the periaqueductal gray for the freezing CR (<xref ref-type="bibr" rid="B96">LeDoux, 2000</xref>; <xref ref-type="bibr" rid="B137">Par&#x00E9; et al., 2004</xref>). The CeA also plays a role in the acquisition of conditional fear (<xref ref-type="bibr" rid="B59">Goosens and Maren, 2001</xref>, <xref ref-type="bibr" rid="B60">2003</xref>; <xref ref-type="bibr" rid="B203">Wilensky et al., 2006</xref>; <xref ref-type="bibr" rid="B27">Ciocchi et al., 2010</xref>; <xref ref-type="bibr" rid="B41">Duvarci et al., 2011</xref>; <xref ref-type="bibr" rid="B100">Li et al., 2013</xref>).</p>
<p>The HPC plays a critical role in encoding contextual stimuli during fear conditioning. Hippocampal contextual representations are communicated to the BLA which then projects to the CeA for CRs (<xref ref-type="bibr" rid="B96">LeDoux, 2000</xref>; <xref ref-type="bibr" rid="B109">Maren, 2001</xref>; <xref ref-type="bibr" rid="B86">Kim and Cho, 2020</xref>). Early studies examining the dorsal HPC (dHPC) found that electrolytic lesions prevent the acquisition and expression of contextual fear, but not fear conditioning to auditory CSs (<xref ref-type="bibr" rid="B84">Kim and Fanselow, 1992</xref>; <xref ref-type="bibr" rid="B140">Phillips and LeDoux, 1992</xref>). In line with these findings, NMDAR antagonism in the dHPC yields similar results, suggesting that hippocampal NMDARs are involved in context conditioning (<xref ref-type="bibr" rid="B206">Young et al., 1994</xref>). Subsequent work revealed that dHPC lesions are most effective when made after fear conditioning (<xref ref-type="bibr" rid="B112">Maren et al., 1997</xref>), indicating that animals can acquire contextual fear conditioning using multiple strategies. In the absence of the dHPC, an elemental (rather than configural) representation of context may be sufficient to support contextual learning (<xref ref-type="bibr" rid="B112">Maren et al., 1997</xref>). The role of the HPC in contextual learning is confirmed by more recent studies using modern techniques such as optogenetics and engram tagging methods. For example, <xref ref-type="bibr" rid="B81">Kheirbek et al. (2013)</xref>, use optogenetic approaches to demonstrate that the dorsal, but not ventral, dentate gyrus (DG) is required for the encoding of contextual fear memories. This work was expanded on by <xref ref-type="bibr" rid="B7">Bernier et al. (2017)</xref>, who showed that optogenetically silencing the DG during contextual fear conditioning impaired the acquisition of contextual fear. In addition, optogenetic inhibition of the DG impaired fear expression in the conditioning context when the context was similar to a neutral context. On the other hand, inhibition of the DG enhanced fear generalization to the neutral context that was similar to the conditioning context. Collectively, these data point toward a role for the DG in the acquisition and recall of contextual fear (<xref ref-type="bibr" rid="B7">Bernier et al., 2017</xref>). Indeed, using engram tagging methods, it is demonstrated that contextual fear conditioning creates a memory trace in the dorsal DG and CA3 regions of the HPC (<xref ref-type="bibr" rid="B37">Denny et al., 2014</xref>; <xref ref-type="bibr" rid="B23">Cazzulino et al., 2016</xref>), and silencing these neurons blocks fear memory expression (<xref ref-type="bibr" rid="B37">Denny et al., 2014</xref>), while optogenetic activation of these engram cells in the dorsal DG is sufficient to promote fear memory recall (<xref ref-type="bibr" rid="B106">Liu et al., 2012</xref>; <xref ref-type="bibr" rid="B87">Kitamura et al., 2017</xref>). In addition to the role of the dorsal DG and CA3, it was found that optogenetically silencing dorsal CA1 during a contextual fear recall test impairs both recent and remote memory recall (<xref ref-type="bibr" rid="B62">Goshen et al., 2011</xref>). Silencing CA1 cells tagged during contextual fear conditioning-tagged also impairs memory retrieval (<xref ref-type="bibr" rid="B182">Tanaka et al., 2014</xref>). These studies further corroborate earlier studies demonstrating a role for the dHPC in fear memory acquisition and expression.</p>
<p>Contextual memories encoded by the HPC also involve the RE, a midline thalamic nucleus that interconnects the HPC and mPFC via bidirectional connections. Pharmacological inhibition of the RE impairs the acquisition of contextual fear conditioning and disrupts contextual discrimination (<xref ref-type="bibr" rid="B204">Xu and S&#x00FC;dhof, 2013</xref>; <xref ref-type="bibr" rid="B151">Ramanathan et al., 2018b</xref>; <xref ref-type="bibr" rid="B187">Troyner et al., 2018</xref>). Interestingly, lost contextual memories can be restored by inactivating the RE during retrieval testing. This suggests that contextual fear memories learned when the RE is inactivated are state-dependent, and can only be retrieved when the RE is offline. Indeed, although contextual conditioning normally requires the dHPC, the dHPC is not required to form contextual memories with the RE offline (<xref ref-type="bibr" rid="B151">Ramanathan et al., 2018b</xref>).</p>
<p>The mPFC is also implicated in the acquisition and expression of Pavlovian fear conditioning (<xref ref-type="bibr" rid="B52">Giustino and Maren, 2015</xref>). The prevailing view is that the prelimbic (PL) and infralimbic (IL) regions of the mPFC have opposing roles in the regulation of fear (<xref ref-type="bibr" rid="B148">Quirk and Mueller, 2008</xref>). For instance, <xref ref-type="bibr" rid="B30">Corcoran and Quirk (2007)</xref> found that the PL is necessary for the expression, but not acquisition, of learned fear. Inactivation of the PL prior to fear extinction reduces fear expression but does not interfere with fear extinction. In contrast, inactivation of the IL does not affect fear expression but impairs extinction learning and retrieval (<xref ref-type="bibr" rid="B171">Sierra-Mercado et al., 2011</xref>; <xref ref-type="bibr" rid="B108">Marek et al., 2018</xref>). In the following sections, we will focus on the extinction of fear memories and the role of the mPFC, HPC, and mPFC-HPC interactions in the acquisition and retrieval of extinction memories (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Neural circuits for extinction, retrieval and retrieval under stress. During extinction the IL exerts inhibitory control over the BLA and CeA, particularly through its inputs into the ITCs, thus suppressing the expression of the conditioned fear response. Concurrently, the HPC is encoding a configural representation of the extinction context, allowing for the contextual regulation of extinction learning and retrieval. Under retrieval conditions, the RE facilitates information flow from the mPFC to the HPC so that the mPFC can exert top-down control of the HPC, allowing for suppression of context inappropriate memories and retrieval of context appropriate memories. The IL also exerts inhibitory control of the BLA and CeA, suppressing the conditioned fear response. However, stress can impact these processes, resulting in impaired extinction retrieval. In the case of the immediate extinction deficit (IED), stress engages the LC-NE system, which excites the BLA through activation of &#x03B2;-adrenergic receptors. IL projecting BLA neurons drive feedforward inhibition of the IL through synapses on parvalbumin INT of the IL, impairing extinction retrieval. Other models of stress have demonstrated a role for the HPC in stress-induced extinction retrieval deficits, although the mechanisms and projections are not as clear. mPFC, Medial prefrontal cortex; PL, prelimbic; IL, infralimbic; INT, interneurons; BLA, basolateral amygdala; CeA, central amygdala; ITC, intercalated cells; RE, nucleus reuniens; HPC, hippocampus; LC, locus coeruleus. Created with <ext-link ext-link-type="uri" xlink:href="http://biorender.com/">BioRender.com</ext-link>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnbeh-18-1352797-g001.tif"/>
</fig>
</sec>
<sec id="S3">
<title>3 Acquisition of extinction memory</title>
<p>Extinction of conditioned fear has generated considerable interest because it is a fundamental behavioral process underlying exposure therapy in humans. Extensive research has identified the amygdala as a key substrate in both acquisition and extinction of fear memories (<xref ref-type="bibr" rid="B95">LeDoux, 1995</xref>; <xref ref-type="bibr" rid="B109">Maren, 2001</xref>). In addition, the mPFC plays a critical role in extinction learning and the regulation of fear (<xref ref-type="bibr" rid="B51">Gilmartin et al., 2014</xref>; <xref ref-type="bibr" rid="B52">Giustino and Maren, 2015</xref>; <xref ref-type="bibr" rid="B148">Quirk and Mueller, 2008</xref>). Within the mPFC, the PL and IL are key players in these processes. Inputs to the IL and PL include excitatory projections from structures such as the HPC, BLA, midline thalamus, and contralateral mPFC (<xref ref-type="bibr" rid="B90">Krettek and Price, 1977</xref>). Most important for this current review are the projections from the HPC (<xref ref-type="bibr" rid="B181">Swanson, 1981</xref>; <xref ref-type="bibr" rid="B71">Jay et al., 1989</xref>). These projections are believed to transmit contextual information to the mPFC, which is critical for directing memory retrieval processes that guide context-appropriate behavioral responses (<xref ref-type="bibr" rid="B146">Preston and Eichenbaum, 2013</xref>). mPFC outputs include robust glutamatergic projections to the BLA, midline thalamus, and dorsomedial striatum (<xref ref-type="bibr" rid="B36">DeFelipe and Fari&#x00F1;as, 1992</xref>; <xref ref-type="bibr" rid="B142">Pinto and Sesack, 2000</xref>, <xref ref-type="bibr" rid="B143">2008</xref>; <xref ref-type="bibr" rid="B204">Xu and S&#x00FC;dhof, 2013</xref>). Despite several structural and connective similarities, a dichotomy has emerged in the functionality of the IL and PL in fear expression.</p>
<sec id="S3.SS1">
<title>3.1 Infralimbic cortex is essential for extinction learning and memory</title>
<p>Considerable work has revealed that while the PL is involved in the production of conditioned fear responses, the IL serves to inhibit these responses after extinction training (<xref ref-type="bibr" rid="B174">Sotres-Bayon and Quirk, 2010</xref>). For example, lesions of the IL spare the acquisition of extinction (indexed by within-session reductions in fear CRs) but impair the subsequent retrieval of extinction memories (<xref ref-type="bibr" rid="B150">Quirk et al., 2000</xref>). Temporary pharmacological inactivation of the IL reduces both the acquisition and later retrieval of extinction memory (<xref ref-type="bibr" rid="B170">Sierra-Mercado et al., 2006</xref>, <xref ref-type="bibr" rid="B171">2011</xref>; <xref ref-type="bibr" rid="B94">Laurent and Westbrook, 2009</xref>; <xref ref-type="bibr" rid="B108">Marek et al., 2018</xref>). Pharmacological manipulations of the IL immediately after extinction training, such as protein synthesis inhibition (<xref ref-type="bibr" rid="B164">Santini et al., 2004</xref>) or NMDAR antagonism (<xref ref-type="bibr" rid="B175">Sotres-Bayon et al., 2009</xref>), also impair extinction retrieval. Conversely, enhancing IL activity immediately after extinction training facilitates extinction retrieval (<xref ref-type="bibr" rid="B165">Santini et al., 2012</xref>). <xref ref-type="bibr" rid="B25">Chang and Maren (2011)</xref> also found that IL activation via application of a GABA<sub><italic>A</italic></sub> antagonist or an NMDAR partial agonist immediately prior to extinction training reduces conditioned freezing and enhances extinction acquisition and retrieval. These studies suggest that IL participates in the acquisition, consolidation, and expression of extinction memories (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<p>More recent work implicates IL principal cells and their projections in these processes. For example, optogenetic activation of IL pyramidal cells (<xref ref-type="bibr" rid="B40">Do-Monte et al., 2015</xref>) or their terminals in the amygdala (<xref ref-type="bibr" rid="B20">Bukalo et al., 2015</xref>) during extinction training facilitates later extinction retrieval. In contrast, optogenetically silencing IL pyramidal cells or IL-amygdala projection during extinction retrieval did not attenuate the extinction retrieval (<xref ref-type="bibr" rid="B20">Bukalo et al., 2015</xref>; <xref ref-type="bibr" rid="B40">Do-Monte et al., 2015</xref>). Though it is important to appreciate that the extinction retrieval tests in these studies were conducted with a limited number of trials. This may have promoted spontaneous recovery, a type of fear relapse that can emerge with mere passage of time, to occlude the effects of the manipulations. With extended retrieval tests, other studies have found that IL neurons are critical for extinction retrieval (<xref ref-type="bibr" rid="B94">Laurent and Westbrook, 2009</xref>; <xref ref-type="bibr" rid="B82">Kim et al., 2016</xref>; <xref ref-type="bibr" rid="B108">Marek et al., 2018</xref>).</p>
</sec>
<sec id="S3.SS2">
<title>3.2 Hippocampal involvement in extinction learning guides adaptive behavioral responses</title>
<p>Extinction memories are highly context dependent (<xref ref-type="bibr" rid="B118">Maren et al., 2013</xref>; <xref ref-type="bibr" rid="B17">Bouton et al., 2021</xref>) making them vulnerable to relapse and limiting the success of exposure-based therapies that are used to treat fear, anxiety, and trauma- and stressor-related disorders, such as PTSD. Once extinction of a trauma-related cue is attained, patients can lose the ability to regulate fear with the simple passage of time, through exposure to stressors, or exposure to the cue outside of the exposure-based therapy setting. These forms of recovery of fear or relapse can be modeled in Pavlovian fear conditioning and include spontaneous recovery in which fear re-emerges with mere passage of time (<xref ref-type="bibr" rid="B138">Pavlov, 1927</xref>; <xref ref-type="bibr" rid="B156">Rescorla, 2004</xref>), reacquisition refers to re-exposure to the CS-US pairing after extinction (<xref ref-type="bibr" rid="B125">Napier et al., 1992</xref>; <xref ref-type="bibr" rid="B80">Kehoe and Macrae, 1997</xref>; <xref ref-type="bibr" rid="B155">Rescorla, 2001</xref>; <xref ref-type="bibr" rid="B14">Bouton, 2002</xref>), and reinstatement which consists of exposure to US after extinction (<xref ref-type="bibr" rid="B13">Bouton, 2000</xref>, <xref ref-type="bibr" rid="B14">2002</xref>, <xref ref-type="bibr" rid="B15">2004</xref>; <xref ref-type="bibr" rid="B118">Maren et al., 2013</xref>; <xref ref-type="bibr" rid="B58">Goode and Maren, 2014</xref>; <xref ref-type="bibr" rid="B26">Chen et al., 2019</xref>). A fourth form of fear relapse known as renewal happens when the CS is encountered outside of the extinction context. This can occur in either the conditioning (ABA renewal) or a novel (ABC renewal) context (<xref ref-type="bibr" rid="B11">Boschen et al., 2009</xref>; for a review see <xref ref-type="bibr" rid="B63">Gunther et al., 1998</xref>; <xref ref-type="bibr" rid="B196">Vervliet et al., 2013</xref>; <xref ref-type="bibr" rid="B58">Goode and Maren, 2014</xref>; <xref ref-type="bibr" rid="B17">Bouton et al., 2021</xref>). Therefore, extinction memories are specific to the context in which they are acquired, and retrieval of these extinction memories requires context information. In other words, context serves as a cue to retrieve the appropriate memory associated with it (<xref ref-type="bibr" rid="B12">Bouton, 1993</xref>; <xref ref-type="bibr" rid="B16">Bouton and Ricker, 1994</xref>; <xref ref-type="bibr" rid="B31">Corcoran et al., 2005</xref>; <xref ref-type="bibr" rid="B131">Orsini and Maren, 2012</xref>). The fragility of the extinction memory when compared with the conditioning memory it competes with strongly suggests that extinction is not an erasure or modification of fear, but rather a separate memory that inhibits the conditioning memory during successful extinction retrieval (<xref ref-type="bibr" rid="B18">Bouton et al., 2006b</xref>; <xref ref-type="bibr" rid="B196">Vervliet et al., 2013</xref>).</p>
<p>Considerable work indicates that the context-dependence of extinction is mediated by the HPC (<xref ref-type="bibr" rid="B131">Orsini and Maren, 2012</xref>; <xref ref-type="bibr" rid="B118">Maren et al., 2013</xref>). The involvement of the HPC in the context-dependence of extinction is not surprising insofar as many studies in both humans and rodents have shown that the HPC is essential for contextual learning and memory (<xref ref-type="bibr" rid="B84">Kim and Fanselow, 1992</xref>; <xref ref-type="bibr" rid="B112">Maren et al., 1997</xref>; <xref ref-type="bibr" rid="B1">Anagnostaras et al., 1999</xref>; <xref ref-type="bibr" rid="B93">Lang et al., 2009</xref>; <xref ref-type="bibr" rid="B145">Poppenk et al., 2013</xref>). Numerous studies suggest that the HPC encodes configural representations of context in which several discrete sensory elements are assembled into a unified representation or a &#x201C;gestalt-like&#x201D; memory (<xref ref-type="bibr" rid="B44">Fanselow, 2000</xref>; <xref ref-type="bibr" rid="B115">Maren and Fanselow, 1995</xref>; <xref ref-type="bibr" rid="B163">Rudy and Sutherland, 1995</xref>). During extinction learning, there is evidence that NMDAR activation and <italic>de novo</italic> protein synthesis in the dHPC are required for the consolidation of extinction memories (<xref ref-type="bibr" rid="B198">Vianna et al., 2001</xref>, <xref ref-type="bibr" rid="B197">2003</xref>). Similarly, dorsal hippocampal inactivation impairs acquisition of extinction (<xref ref-type="bibr" rid="B31">Corcoran et al., 2005</xref>). These findings suggest that the HPC is required for both the encoding and consolidation of extinction memories (<xref ref-type="fig" rid="F1">Figure 1</xref>). Recent work with neuronal capture techniques has shown that distinct ensembles of dorsal hippocampal neurons or &#x201C;engrams&#x201D; can encode both fear and extinction memories (<xref ref-type="bibr" rid="B92">Lacagnina et al., 2019</xref>). These engrams are reactivated during memory retrieval and can either promote or attenuate conditional fear. We have recently shown, for example, that the retrieval of a contextual fear memory reactivates dorsal hippocampal ensembles active during fear conditioning. Fear memory ensembles captured during memory retrieval promote freezing behavior when chemogenetically reactivated (<xref ref-type="bibr" rid="B157">Ressler et al., 2021</xref>). Together, these studies suggest that hippocampal ensembles encode contextual representations that can both promote and attenuate conditional fear under different circumstances.</p>
<p>Once extinction is acquired, the expression of conditional fear is highly context-dependent (<xref ref-type="bibr" rid="B118">Maren et al., 2013</xref>; <xref ref-type="bibr" rid="B17">Bouton et al., 2021</xref>). For example, an extinguished CS elicits little freezing behavior in the extinction context, but the same CS will produce robust freezing in any other context. This relapse or &#x201C;renewal&#x201D; of extinguished fear depends on the HPC. Early studies showed that pharmacological inactivation of the dHPC prevents fear renewal (<xref ref-type="bibr" rid="B29">Corcoran and Maren, 2001</xref>; <xref ref-type="bibr" rid="B67">Hobin et al., 2006</xref>) and dampens the relapse-associated increases in the lateral amygdala activity that accompany renewal (<xref ref-type="bibr" rid="B116">Maren and Hobin, 2007</xref>). Renewal is associated with increased expression of the immediate early gene protein Fos in the ventral HPC (vHPC), particularly in neurons that project to the basal amygdala and PL (<xref ref-type="bibr" rid="B132">Orsini et al., 2011</xref>; <xref ref-type="bibr" rid="B74">Jin and Maren, 2015a</xref>; <xref ref-type="bibr" rid="B202">Wang et al., 2016</xref>). Disconnection of these projections (<xref ref-type="bibr" rid="B132">Orsini et al., 2011</xref>) attenuated renewal. Projections from the vHPC to the IL are particularly important for renewal (<xref ref-type="bibr" rid="B108">Marek et al., 2018</xref>). Chemogenetically activating these projections drives relapse of extinguished fear in the extinction context, whereas silencing these projections attenuated renewal outside the extinction context. These outcomes are paradoxical given the strong glutamatergic projection of the vHPC to IL&#x2014;a projection one might imagine would suppress freezing by driving IL neurons that project to and inhibit the amygdala. However, it has been shown that ventral hippocampal neurons exert strong feed-forward inhibition on IL principal cells via parvalbumin (PV)-positive interneurons. Thus, renewal of extinguished fear results from hippocampal inhibition of mPFC circuits involved in the suppression of fear. When an extinguished CS is presented outside the extinction context, the expectation of safety is violated (<xref ref-type="bibr" rid="B110">Maren, 2014</xref>) and animals mount an adaptive fear response. The HPC is required for this process; encountering an extinguished CS in a novel context (or the conditioning context) restores the conditioning memory and drives hippocampal-prefrontal projections to attenuate extinction retrieval.</p>
<p>Ultimately, interactions between the HPC and mPFC are crucial for cognitive and emotional processes that underlie acquisition and expression of extinction memories (<xref ref-type="fig" rid="F1">Figure 1</xref>). The mPFC is crucial for encoding and retrieval of extinction memories, relying on contextual information that is conveyed by the HPC to adjust behavior adaptively. Indeed, the mPFC and HPC are thought to be a part of a network of structures involved in encoding of information and contextual regulation of extinction learning and retrieval (<xref ref-type="bibr" rid="B118">Maren et al., 2013</xref>). The process by which the mPFC and HPC communicate during the retrieval of extinction memories is covered in the following section.</p>
</sec>
</sec>
<sec id="S4">
<title>4 Retrieval of extinction memory and suppression of fear</title>
<sec id="S4.SS1">
<title>4.1 Prefrontal-amygdala circuits mediating acquisition of fear extinction</title>
<p>Because extinction memories must compete with their associated conditioning memories, a degree of top-down control is necessary to determine when to suppress fear. Indeed, the mPFC, which exerts top-down control over multiple structures in the brain, is a major regulator of fear expression (<xref ref-type="bibr" rid="B123">Morgan et al., 1993</xref>; <xref ref-type="bibr" rid="B147">Quirk and Beer, 2006</xref>; <xref ref-type="bibr" rid="B85">Kim et al., 2010</xref>; <xref ref-type="bibr" rid="B117">Maren and Holmes, 2016</xref>). Traditional accounts of fear extinction address the projections from the mPFC to the BLA, with PL and IL showing differential control over fear expression. As mentioned above, PL drives fear expression (<xref ref-type="bibr" rid="B30">Corcoran and Quirk, 2007</xref>; <xref ref-type="bibr" rid="B171">Sierra-Mercado et al., 2011</xref>) and its activity is correlated with activity in the BLA, which is reactive to fearful stimuli (<xref ref-type="bibr" rid="B188">Tye et al., 2011</xref>) (<xref ref-type="fig" rid="F1">Figure 1</xref>). The PL is also associated with context-dependent renewal of fear (<xref ref-type="bibr" rid="B167">Sharpe and Killcross, 2015</xref>; <xref ref-type="bibr" rid="B189">Vasquez et al., 2019</xref>). IL, conversely, drives fear inhibition during extinction acquisition by interacting with the inhibitory cells in the BLA (<xref ref-type="bibr" rid="B122">Milad and Quirk, 2002</xref>; <xref ref-type="bibr" rid="B191">Vertes, 2004</xref>; <xref ref-type="bibr" rid="B171">Sierra-Mercado et al., 2011</xref>), primarily through intercalated cell masses (ITC)s (<xref ref-type="bibr" rid="B103">Likhtik et al., 2008</xref>; <xref ref-type="bibr" rid="B174">Sotres-Bayon and Quirk, 2010</xref>) (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<p>Studies exploring the role of IL in extinction retrieval have yielded inconsistent results (<xref ref-type="bibr" rid="B5">Arruda-Carvalho and Clem, 2015</xref>; <xref ref-type="bibr" rid="B52">Giustino and Maren, 2015</xref>; <xref ref-type="bibr" rid="B82">Kim et al., 2016</xref>), presumably due to the differences in techniques and their spatiotemporal precision, targets (e.g., IL-only vs. IL and PL), species, and behavioral paradigms (e.g., number of trials). Recently, several optogenetics studies sought to examine the role of the IL in extinction retrieval. In a series of studies, <xref ref-type="bibr" rid="B40">Do-Monte et al. (2015)</xref> used Pavlovian auditory fear conditioning paradigm in rats in combination with optogenetic manipulations to examine the role of the IL in extinction retrieval. They expressed the excitatory opsin channelrhodopsin (ChR2) in IL pyramidal neurons and stimulated this neuronal population during CSs in extinction training. Stimulation caused lower freezing during extinction and facilitated extinction retrieval in a light-free test next day. Conversely, silencing IL pyramidal neurons during extinction did not affect freezing during extinction but impaired extinction retrieval the following day. Silencing IL during extinction retrieval did not have an impact on freezing, suggesting that IL activity is not necessary for extinction retrieval (<xref ref-type="bibr" rid="B40">Do-Monte et al., 2015</xref>). <xref ref-type="bibr" rid="B82">Kim et al. (2016)</xref>, on the other hand, showed that a similar photoinhibition of IL in mice during extinction retrieval CSs impairs extinction retrieval and increases freezing levels, indicating that IL is necessary to suppress fear expression after extinction (<xref ref-type="bibr" rid="B82">Kim et al., 2016</xref>). Pharmacological inhibition of IL also impairs extinction retrieval (<xref ref-type="bibr" rid="B94">Laurent and Westbrook, 2009</xref>; <xref ref-type="bibr" rid="B108">Marek et al., 2018</xref>).</p>
<p><xref ref-type="bibr" rid="B20">Bukalo et al. (2015)</xref> examined the role of mPFC to amygdala pathway in the acquisition and retrieval of extinction using a similar auditory fear conditioning paradigm. They optogenetically stimulated ventromedial PFC (vmPFC) terminals in the amygdala during a partial extinction procedure. Although stimulation did not facilitate the within-session extinction, stimulated animals exhibited enhanced extinction retrieval the following day. In contrast, silencing vmPFC terminals during extinction impaired extinction retrieval the next day. Stimulating or silencing this projection during the extinction retrieval test did not affect conditioned freezing. These results suggest that vmPFC &#x2192; amygdala projections are crucial for encoding extinction memories.</p>
</sec>
<sec id="S4.SS2">
<title>4.2 Prefrontal-hippocampal circuits in extinction retrieval and relapse</title>
<p>Despite the well-known role of the IL to amygdala projection in extinction learning, this pathway seems to be an incomplete account for the retrieval of extinction memories&#x2212;specifically, it does not address the context-specificity of extinction memories. As explained above, extinction memories are highly context-dependent (<xref ref-type="bibr" rid="B15">Bouton, 2004</xref>; <xref ref-type="bibr" rid="B17">Bouton et al., 2021</xref>; <xref ref-type="bibr" rid="B118">Maren et al., 2013</xref>), and therefore, retrieval of extinction memories requires context information. The mPFC has connections with many other brain regions, including the HPC, which plays a crucial role in the encoding of context information, but the HPC also appears to play a role in representing extinction learning. Fear acquisition memories and extinction memories are represented in part by the dorsal DG of the HPC, and unique ensembles of DG cells represent acquisition of extinction memories (<xref ref-type="bibr" rid="B92">Lacagnina et al., 2019</xref>). DG activity is necessary for the expression of an extinction memory (<xref ref-type="bibr" rid="B37">Denny et al., 2014</xref>; <xref ref-type="bibr" rid="B7">Bernier et al., 2017</xref>; <xref ref-type="bibr" rid="B92">Lacagnina et al., 2019</xref>) and is encoded through distinct ensembles of cells that fire concurrently during extinction retrieval.</p>
<p>It is well established that the HPC is important for the contextual specificity of extinction and that it is in turn responsible for low levels of freezing when retrieval occurs in the extinction context, but at the same time, promotes renewal of extinguished fear (<xref ref-type="bibr" rid="B29">Corcoran and Maren, 2001</xref>; <xref ref-type="bibr" rid="B67">Hobin et al., 2006</xref>; <xref ref-type="bibr" rid="B207">Zelikowsky et al., 2013</xref>; <xref ref-type="bibr" rid="B75">Jin and Maren, 2015b</xref>; for a review see <xref ref-type="bibr" rid="B19">Bouton et al., 2006a</xref>). As mentioned above, vHPC preferentially sends strong projections to PV-expressing inhibitory interneurons in the IL, thus promoting fear renewal through feedforward inhibition of IL principal cells (<xref ref-type="bibr" rid="B108">Marek et al., 2018</xref>). On the other hand, there is evidence that ventral hippocampal projections release brain-derived neurotrophic factor (BDNF) in the IL, which appears to be sufficient for extinction learning (<xref ref-type="bibr" rid="B139">Peters et al., 2010</xref>; <xref ref-type="bibr" rid="B161">Rosas-Vidal et al., 2014</xref>), suggesting that hippocampal modulation of the IL is dynamic, and its behavioral effects can vary depending on the neuronal subtype and whether extinction has already taken place or not (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<p>Considering the context-dependence of extinction memories (<xref ref-type="bibr" rid="B118">Maren et al., 2013</xref>; <xref ref-type="bibr" rid="B17">Bouton et al., 2021</xref>), extinction retrieval may involve mPFC-HPC communication. HPC-dependent episodic memories might require mPFC-dependent rules, executive function, and outcome expectancies for successful memory retrieval (<xref ref-type="bibr" rid="B39">Dolleman-van der Weel et al., 2019</xref>). Indeed, it is proposed that mPFC exerts a top-down control on HPC during retrieval of episodic memories by suppressing competing context-inappropriate memories and retrieving the context-appropriate one (<xref ref-type="bibr" rid="B42">Eichenbaum, 2017</xref>). This would imply that the retrieval of extinction requires both the suppression of the CS memory from the conditioning context (Context A) and the retrieval of the CS memory from the extinction context (Context B). This theory is also consistent with the fact that extinction creates a new inhibitory memory on top of conditioning memory that competes with the conditioning memory to be retrieved (<xref ref-type="bibr" rid="B148">Quirk and Mueller, 2008</xref>; <xref ref-type="bibr" rid="B17">Bouton et al., 2021</xref>).</p>
</sec>
<sec id="S4.SS3">
<title>4.3 Thalamic nucleus reuniens mediates extinction encoding and retrieval</title>
<p>Although the mPFC interacts with the HPC during extinction retrieval, there are no direct projections from the mPFC to HPC (but see <xref ref-type="bibr" rid="B107">Malik et al., 2022</xref>). However, there is considerable data revealing bidirectional projections of the midline thalamic RE with both the mPFC and HPC (<xref ref-type="bibr" rid="B192">Vertes, 2006</xref>; <xref ref-type="bibr" rid="B135">Padilla-Coreano et al., 2012</xref>; <xref ref-type="bibr" rid="B3">Anderson et al., 2016</xref>; <xref ref-type="bibr" rid="B144">Place et al., 2016</xref>; <xref ref-type="bibr" rid="B42">Eichenbaum, 2017</xref>; <xref ref-type="bibr" rid="B152">Ramanathan et al., 2018a</xref>; <xref ref-type="bibr" rid="B39">Dolleman-van der Weel et al., 2019</xref>; <xref ref-type="bibr" rid="B195">Vertes et al., 2022</xref>). In addition to the mPFC and HPC, the RE receives input from a diverse set of regions including the hypothalamus, amygdala, basal forebrain, and the brainstem (<xref ref-type="bibr" rid="B121">McKenna and Vertes, 2004</xref>). However, its projections are limited to limbic cortical areas (<xref ref-type="bibr" rid="B192">Vertes, 2006</xref>; <xref ref-type="bibr" rid="B193">Vertes et al., 2006</xref>). Importantly, the bidirectional connections RE has with both mPFC and HPC (<xref ref-type="bibr" rid="B192">Vertes, 2006</xref>; <xref ref-type="bibr" rid="B195">Vertes et al., 2022</xref>) positions it to coordinate information flow between the two. In addition, &#x223C;5&#x2013;10% of RE cells project to both mPFC and HPC via axonal collaterals (<xref ref-type="bibr" rid="B68">Hoover and Vertes, 2012</xref>). <xref ref-type="bibr" rid="B194">Vertes et al. (2007)</xref> combined anterograde and retrograde tracing methods to decipher mPFC-RE-HPC projections and showed that mPFC fibers form excitatory synapses on proximal dendrites of RE cells that project to the CA1 of HPC. It is known that glutamate is the primary excitatory neurotransmitter in the RE (<xref ref-type="bibr" rid="B10">Bokor et al., 2002</xref>), and that there are no GABAergic inhibitory interneurons (<xref ref-type="bibr" rid="B133">Ottersen and Storm-Mathisen, 1984</xref>). However, GABA receptors are present in the RE (<xref ref-type="bibr" rid="B64">Hallock et al., 2016</xref>; <xref ref-type="bibr" rid="B201">Walsh et al., 2017</xref>; <xref ref-type="bibr" rid="B199">Viena et al., 2018</xref>) and there are robust GABAergic projections from the RE to the zona incerta, for example (<xref ref-type="bibr" rid="B205">Yang et al., 2022</xref>). It should also be noted that RE predominantly projects to vHPC compared to dHPC (<xref ref-type="bibr" rid="B180">Su and Bentivoglio, 1990</xref>; <xref ref-type="bibr" rid="B38">Dolleman-Van Der Weel and Witter, 1996</xref>; <xref ref-type="bibr" rid="B68">Hoover and Vertes, 2012</xref>). <xref ref-type="bibr" rid="B65">Hauer et al. (2019)</xref> demonstrated that paired-pulse stimulation of mPFC or optogenetic activation of RE causes evoked potentials in the CA1 region of HPC. Evoked potentials following mPFC stimulation had longer latency compared to those following RE activation and stimulating mPFC caused orthodromic excitation in RE units. Moreover, stimulating mPFC and chemogenetically silencing RE at the same time abolished evoked potentials in HPC, supporting that RE is an intermediary structure for mPFC &#x2192; HPC information flow (<xref ref-type="bibr" rid="B65">Hauer et al., 2019</xref>).</p>
<p>Evidence describing the dense projections between the mPFC, RE, and HPC paved the way for investigations of the role of the RE in the acquisition and retrieval of extinction. In a series of experiments, <xref ref-type="bibr" rid="B152">Ramanathan et al. (2018a)</xref> used the GABA<sub><italic>A</italic></sub> receptor agonist muscimol to reversibly inhibit the RE prior to various stages of auditory fear conditioning, extinction, and extinction retrieval. Local muscimol infusions into the RE prior to extinction training impaired acquisition of extinction, and the same rats tested off-drug showed a deficit in extinction retrieval. Similarly, rats that received muscimol in RE after extinction training and immediately prior to extinction retrieval showed increased CS-induced freezing. However, when rats were tested for renewal in the conditioning context, freezing was unaffected. In addition, extinction retrieval increased Fos expression in RE compared to home-cage controls, and single-unit recordings from RE neurons during retrieval and renewal revealed increased CS-evoked firing during extinction retrieval but not renewal. These results suggest that RE has a role in inhibiting conditioned fear during extinction and extinction retrieval (<xref ref-type="fig" rid="F1">Figure 1</xref>). However, the RE appears to have negligible effect on the consolidation or reconsolidation of extinction memories (<xref ref-type="bibr" rid="B190">Vasudevan et al., 2022</xref>). <xref ref-type="bibr" rid="B190">Vasudevan et al. (2022)</xref> showed that muscimol infusions in RE immediately after extinction training do not impair consolidation of extinction. Likewise, RE muscimol infusions immediately after the reactivation of the extinction memory did not impair reconsolidation of extinction. Overall, these findings suggest a selective role of the RE in encoding and retrieval processes that are involved in extinction memories.</p>
<p>The neural projections mediating this effect originate in the mPFC. Using an intersectional method to manipulate mPFC neurons projecting to the RE, <xref ref-type="bibr" rid="B152">Ramanathan et al. (2018a)</xref> found that chemogenetic silencing of RE-projecting mPFC neurons also produced an extinction retrieval deficit. Using a complementary approach, it was found that chemogenetic silencing of mPFC terminals in the RE led to a similar extinction retrieval impairment. This work suggests that mPFC to RE projections are, in part, responsible for modulating the expression of extinction memories and that the mPFC mediates top-down control for fear inhibition via the RE (<xref ref-type="bibr" rid="B152">Ramanathan et al., 2018a</xref>).</p>
<p>More recently, <xref ref-type="bibr" rid="B153">Ratigan et al. (2023)</xref> demonstrated that silencing projections from RE to dorsal CA1 also impaired the extinction of contextual fear conditioning in head-fixed mice. Two-photon imaging of RE terminals in CA1 revealed an increase in calcium activity during bouts of freezing and a decrease in activity during running. Collectively, this work suggests that the RE may serve as a hub interconnecting the mPFC and HPC to regulate the suppression of context-inappropriate memories (i.e., retrieval suppression) (<xref ref-type="fig" rid="F1">Figure 1</xref>). This is consistent with work in humans suggesting that tasks that require participants to actively suppress memory (e.g., think-no think) result in increased activity in the PFC and reduced activity in the HPC (<xref ref-type="bibr" rid="B2">Anderson and Floresco, 2022</xref>). Indeed, we have recently found that RE coordinates oscillatory synchrony in the mPFC and HPC during extinction retrieval, and that recruiting this activity can prevent relapse (<xref ref-type="bibr" rid="B184">Totty et al., 2023</xref>). Recently, <xref ref-type="bibr" rid="B107">Malik et al. (2022)</xref> also revealed a monosynaptic long-range inhibitory projection from mPFC to dHPC though the role of this projection in extinction retrieval has not been explored.</p>
<p>Notably, recent work suggests that projections from RE to the BLA may underlie the extinction of remote fear memories. <xref ref-type="bibr" rid="B172">Silva et al. (2021)</xref> found that the extinction of 30-day old fear memories, but not 1-day old memories, recruited RE &#x2192; BLA projections. Calcium imaging experiments revealed that RE activity and the activity of RE &#x2192; BLA projections were both highly correlated with freezing behavior and increases in RE activity anticipate the cessation of freezing behavior. Closed-loop inhibition of the RE at the beginning of a freezing bout prolonged freezing behavior suggesting that RE normally contributes to the cessation of freezing behavior and may signal safety to the BLA (<xref ref-type="bibr" rid="B172">Silva et al., 2021</xref>). In contrast, two-photon recordings from RE terminals in dorsal CA1 showed the opposite pattern of activity during the retrieval of a contextual fear memory: RE terminals showed increases in activity during freezing and a decrease in activity during running (<xref ref-type="bibr" rid="B153">Ratigan et al., 2023</xref>). These authors concluded that the RE-CA1 projection suppresses fear by disrupting hippocampal contextual fear memory. <xref ref-type="bibr" rid="B124">Moscarello (2020)</xref> proposed a similar role for vmPFC-RE projection in freezing suppression following signaled active avoidance training, facilitating adaptive proactive coping behavior.</p>
</sec>
<sec id="S4.SS4">
<title>4.4 Thalamic modulation of mPFC-HPC communication during extinction retrieval</title>
<p>Several models have been put forward regarding the role of RE in modulating mPFC-HPC communication. <xref ref-type="bibr" rid="B39">Dolleman-van der Weel et al. (2019)</xref> propose that the RE may facilitate mPFC-HPC coordination via its collateralized axons targeting both mPFC and HPC. In addition, RE may integrate mPFC and other inputs to later project to HPC. This way, mPFC control over HPC processes might be exerted to regulate the retrieval of specific HPC-dependent memories. In addition, RE may gate HPC projections to mPFC and control the flow of contextual information to the mPFC (<xref ref-type="bibr" rid="B39">Dolleman-van der Weel et al., 2019</xref>). According to the model put forward by <xref ref-type="bibr" rid="B42">Eichenbaum (2017)</xref>, contextual cues are delivered to mPFC directly from vHPC with RE facilitating synchrony between the two. When a specific memory is to be retrieved using these contextual cues, RE synchronizes information flow from mPFC to HPC. The mPFC, in turn, exerts top-down control over HPC and suppresses context-inappropriate HPC representations.</p>
<p>One way the RE may facilitate information exchange between the mPFC and HPC is via oscillatory synchrony (<xref ref-type="bibr" rid="B46">Ferraris et al., 2018</xref>; <xref ref-type="bibr" rid="B65">Hauer et al., 2019</xref>, <xref ref-type="bibr" rid="B66">2021</xref>; <xref ref-type="bibr" rid="B4">Angulo-Garcia et al., 2020</xref>; <xref ref-type="bibr" rid="B22">Cassel et al., 2021</xref>). Oscillations enable communication between brain regions by synchronizing their activity (<xref ref-type="bibr" rid="B48">Fries, 2015</xref>; <xref ref-type="bibr" rid="B183">Totty and Maren, 2022</xref>). For example, theta oscillations (4&#x2013;12 Hz) in the amygdala are known to couple with mPFC and HPC during the retrieval of conditioned fear memories (<xref ref-type="bibr" rid="B166">Seidenbecher et al., 2003</xref>; <xref ref-type="bibr" rid="B99">Lesting et al., 2011</xref>; <xref ref-type="bibr" rid="B104">Likhtik et al., 2014</xref>; <xref ref-type="bibr" rid="B179">Stujenske et al., 2014</xref>; <xref ref-type="bibr" rid="B33">Davis et al., 2017</xref>; <xref ref-type="bibr" rid="B134">Ozawa et al., 2020</xref>). However, not much is known about the oscillatory correlates of extinction and extinction retrieval (<xref ref-type="bibr" rid="B98">Lesting et al., 2013</xref>; <xref ref-type="bibr" rid="B186">Trenado et al., 2018</xref>; <xref ref-type="bibr" rid="B183">Totty and Maren, 2022</xref>). There is some evidence that disrupting hippocampal theta oscillations impairs memory retrieval (<xref ref-type="bibr" rid="B168">Shirvalkar et al., 2010</xref>; <xref ref-type="bibr" rid="B43">Etter et al., 2023</xref>). Many studies also showed that mPFC and HPC are coupled to each other at theta frequencies during different memory tasks (<xref ref-type="bibr" rid="B76">Jones and Wilson, 2005</xref>; <xref ref-type="bibr" rid="B169">Siapas et al., 2005</xref>; <xref ref-type="bibr" rid="B70">Hyman et al., 2010</xref>; <xref ref-type="bibr" rid="B28">Colgin, 2011</xref>; <xref ref-type="bibr" rid="B99">Lesting et al., 2011</xref>, <xref ref-type="bibr" rid="B98">2013</xref>; <xref ref-type="bibr" rid="B128">O&#x2019;Neill et al., 2013</xref>; <xref ref-type="bibr" rid="B183">Totty and Maren, 2022</xref>; <xref ref-type="bibr" rid="B178">Stout et al., 2023</xref>; <xref ref-type="bibr" rid="B184">Totty et al., 2023</xref>). Importantly, <xref ref-type="bibr" rid="B99">Lesting et al. (2011)</xref> showed that IL synchronizes with dHPC at theta frequencies during extinction retrieval in mice. They further showed that IL theta leads HPC theta during extinction retrieval but not after extinction training. Moreover, during extinction retrieval, there is no significant lead/lag relationship in oscillations between HPC-lateral amygdala and IL-lateral amygdala pairs (<xref ref-type="bibr" rid="B98">Lesting et al., 2013</xref>), supporting the idea that mPFC-HPC theta coupling, with mPFC leading HPC, might underlie extinction retrieval. <xref ref-type="bibr" rid="B184">Totty et al. (2023)</xref> similarly demonstrated mPFC-dHPC theta coupling (6&#x2013;8 Hz) in the rat during the retrieval of extinction memories. This coupling was observed for both PL-HPC and IL-HPC pairs.</p>
<p>Based on these results, theta oscillations might facilitate inter-regional communication during the retrieval of extinction memories. Consistent with this, compelling data from <xref ref-type="bibr" rid="B64">Hallock et al. (2016)</xref> showed a causal role of RE in driving mPFC-HPC oscillatory synchrony during a working memory task. They observed mPFC-dHPC oscillatory synchrony during a spatial working memory task in rats, which was abolished with muscimol infusions in the RE. <xref ref-type="bibr" rid="B77">Kafetzopoulos et al. (2018)</xref> recorded local field potentials (LFPs) from PL and CA1 of the vHPC in RE-lesioned or sham-operated anesthetized rats. Although RE lesion did not reduce activity in the mPFC and the vHPC, it decreased mPFC-vHPC coupling in delta and theta bands compared to sham-operated rats. <xref ref-type="bibr" rid="B184">Totty et al. (2023)</xref> more directly showed theta-range oscillations in the RE by recording LFPs from the RE during extinction training. Moreover, pharmacological inactivation of the RE impaired both mPFC-dHPC theta coupling and extinction retrieval.</p>
<p>However, some studies contradict the findings described above. <xref ref-type="bibr" rid="B162">Roy et al. (2017)</xref> recorded LFPs from PFC, HPC, and RE in anesthetized rats. Pharmacologically inactivating RE had minimal effects on PFC-HPC theta coherence. This led authors to conclude that RE has no role in transmitting theta oscillations between PFC and HPC (<xref ref-type="bibr" rid="B162">Roy et al., 2017</xref>). <xref ref-type="bibr" rid="B72">Jayachandran et al. (2023)</xref> showed mPFC-HPC coherence in the beta band (15&#x2013;30 Hz) during a non-spatial sequence memory task, while theta coherence was observed during non-memory-related running. Activating RE increased mPFC-HPC beta coherence while decreasing theta coherence (<xref ref-type="bibr" rid="B72">Jayachandran et al., 2023</xref>). It should be noted that these studies differ in both the behavioral tasks and recording methods (e.g., awake vs. anesthetized animals) used in the work. More work is needed to clarify the role of the RE in mPFC-HPC oscillatory coupling and how this might facilitate extinction retrieval.</p>
<p>In short, RE appears to contribute to mPFC top-down control of HPC-dependent memory retrieval, and this may be central to the suppression of fear during extinction retrieval. There is considerable evidence that the thalamic RE is an important hub between the mPFC and HPC and is required for the acquisition and retrieval of extinction memories (<xref ref-type="fig" rid="F1">Figure 1</xref>). Whether the RE facilitates the mPFC-HPC communication through oscillatory synchrony during extinction retrieval should be examined in depth.</p>
</sec>
</sec>
<sec id="S5">
<title>5 Stress-induced impairments in extinction acquisition</title>
<p>Successfully encoding and retrieving extinction memories is critical not only for the adaptive regulation of fear, but also for therapeutic interventions in patients with stress- and trauma-related disorders, such as PTSD. Work over the past two decades has revealed that extinction learning and memory are highly sensitive to stress (<xref ref-type="bibr" rid="B117">Maren and Holmes, 2016</xref>). When experienced before extinction, stress undermines extinction learning and causes poor long-term extinction memory. When experienced after extinction learning, stress drives the relapse of fear and impairs extinction retrieval (<xref ref-type="bibr" rid="B117">Maren and Holmes, 2016</xref>).</p>
<p>A wide variety of acute and chronic stressors including electric shock, restraint, social defeat, immobilization, and predator exposure impair extinction learning and retrieval. Additionally, there are stress models, such as the immediate-extinction deficit (IED) (<xref ref-type="bibr" rid="B114">Maren and Chang, 2006</xref>), stress-enhanced fear learning (SEFL) (<xref ref-type="bibr" rid="B154">Rau et al., 2005</xref>), and single prolonged stress (SPS) (<xref ref-type="bibr" rid="B102">Liberzon et al., 1997</xref>) that recapitulate physiological and behavioral changes seen in patients with PTSD. In the remaining sections, we will discuss the effects of these stressors and stress models on the mPFC, HPC, and their interaction during the regulation of fear.</p>
<sec id="S5.SS1">
<title>5.1 Role of the mPFC in stress-induced extinction impairments</title>
<p>Substantial data indicate that the mPFC is central to the pathophysiology of PTSD (for a review see <xref ref-type="bibr" rid="B101">Liberzon and Sripada, 2008</xref>). This has been modeled in rodents using procedures such as SPS, in which rats experience a 2-h restraint period followed by a 20-min forced swim, exposure to ether until loss of consciousness, and then a 7-day quiescent period (<xref ref-type="bibr" rid="B102">Liberzon et al., 1997</xref>). After this 7-day quiescent period, SPS rats show deficits in extinction retrieval that are analogous to deficits seen in patients with PTSD (<xref ref-type="bibr" rid="B88">Knox et al., 2012</xref>). Considerable work has found that SPS causes lasting hypofunction in IL (<xref ref-type="bibr" rid="B89">Knox et al., 2010</xref>; <xref ref-type="bibr" rid="B105">Lim et al., 2017</xref>; <xref ref-type="bibr" rid="B141">Piggott et al., 2019</xref>; <xref ref-type="bibr" rid="B126">Nawreen et al., 2021</xref>), and this is associated with extinction retrieval deficits (<xref ref-type="bibr" rid="B21">Canto-de-Souza et al., 2021</xref>; <xref ref-type="bibr" rid="B130">Omura et al., 2021</xref>).</p>
<p>The IED demonstrates stress-induced deficits in extinction learning which occur when extinction learning takes place immediately after conditioning. This deficit does not seem to emerge during the extinction sessions as within-session decrement in freezing is similar between groups undergoing extinction immediately (15-min) or 24 h after conditioning (<xref ref-type="bibr" rid="B114">Maren and Chang, 2006</xref>). However, when rodents are tested for extinction retrieval, those submitted to extinction immediately after conditioning exhibit robust deficits in extinction retrieval. Although the mechanisms are not completely understood, evidence points to the importance of footshock-induced stress associated with Pavlovian fear conditioning (<xref ref-type="bibr" rid="B110">Maren, 2014</xref>, <xref ref-type="bibr" rid="B111">2022</xref>). Indeed, we have demonstrated that fear conditioning (5 shock-tone pairings) causes a substantial, but short-lived, increase in spontaneous firing rates of neurons in the PL and IL. Immediately after fear conditioning, however, the increase in IL neuronal activity is followed by a sustained suppression of spontaneous firing rate for roughly 30 min after the last CS-US pairing&#x2212;which includes the time window in which immediate extinction training begins (<xref ref-type="bibr" rid="B47">Fitzgerald et al., 2015</xref>; <xref ref-type="bibr" rid="B53">Giustino et al., 2016a</xref>,<xref ref-type="bibr" rid="B55">2019</xref>).</p>
<p>The locus coeruleus-norepinephrine (LC-NE) system is implicated in stress-induced hyperarousal and sensitization of this system is linked to PTSD (<xref ref-type="bibr" rid="B177">Southwick et al., 1997</xref>, <xref ref-type="bibr" rid="B176">1999</xref>; <xref ref-type="bibr" rid="B50">Geracioti et al., 2001</xref>). Propranolol, a non-selective &#x03B2;-adrenergic receptor antagonist, has been used to prevent or treat symptoms of PTSD, such as hyperarousal (<xref ref-type="bibr" rid="B176">Southwick et al., 1999</xref>; <xref ref-type="bibr" rid="B54">Giustino et al., 2016b</xref>) and may promote extinction. Consistent with this, systemic propranolol administration attenuates shock-induced changes in mPFC spike firing and prevents the IED (<xref ref-type="bibr" rid="B47">Fitzgerald et al., 2015</xref>). Interestingly, propranolol attenuated the IED when infused into to the BLA, but not the IL, suggesting that heightened NE signaling in the BLA is a critical substrate of the IED (<xref ref-type="bibr" rid="B57">Giustino et al., 2017</xref>). Consistent with this, <xref ref-type="bibr" rid="B56">Giustino et al. (2020)</xref> discovered that fear conditioning (and the stress it engenders) produced a prolonged increase in BLA spontaneous firing that was blocked by systemic propranolol. Basolateral amygdala hyperexcitability and the IED were enabled by chemogenetic activation of the LC and these effects were blocked by propranolol (<xref ref-type="bibr" rid="B56">Giustino et al., 2020</xref>). Collectively, these results support the hypothesis that noradrenergic LC-BLA signaling in the BLA underlies the IED. Stress-induced activation of LC-NE system and resultant increases in BLA activity may strengthen BLA-mediated suppression of the IL, causing impairments in extinction learning (<xref ref-type="bibr" rid="B111">Maren, 2022</xref>) (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<p>One possible mechanism in which the BLA may drive stress-induced IL neuronal activity decrease is through the activation of inhibitory interneurons. Indeed, PV<sup>+</sup> interneurons provide fast-spiking inhibitory signals to mPFC neurons (<xref ref-type="bibr" rid="B185">Tremblay et al., 2016</xref>), constituting a possible target of acute stress effect. <xref ref-type="bibr" rid="B136">Page et al. (2019)</xref> showed that chronic stress increases the activity of prefrontal PV<sup>+</sup> cells and that the chemogenetic activation of these cells is involved in anxiety-like behavior. We have recently shown that chemogenetic excitation of IL PV<sup>+</sup> neurons during delayed extinction (24 h after fear conditioning) induces extinction learning impairments (<xref ref-type="bibr" rid="B9">Binette et al., 2023</xref>). Chemogenetic excitation of IL PV<sup>+</sup> neurons may mimic the conditions associated with shock-induced suppression of IL activity, thereby causing extinction learning impairments. In support of this hypothesis, chemogenetic inhibition of IL PV<sup>+</sup> neurons attenuated the IED in male rats (though female rats did not show an attenuated IED) (<xref ref-type="bibr" rid="B9">Binette et al., 2023</xref>). Moreover, chemogenetic inhibition of BLA neurons projecting to the IL prevented the IED in male rats, suggesting that the BLA may drive feed forward inhibition of the IL through its connections to IL PV + interneurons (<xref ref-type="bibr" rid="B9">Binette et al., 2023</xref>). Taken together, these data point to a broader circuit model in which stress induces activation of LC-NE projections to the BLA, enhancing BLA-mediated feedforward inhibition of the IL through activation of the IL PV + interneurons, ultimately leading to deficits in extinction learning (<xref ref-type="bibr" rid="B111">Maren, 2022</xref>) (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
</sec>
<sec id="S5.SS2">
<title>5.2 Role of the HPC in stress-induced extinction impairments</title>
<p>The discovery of steroid hormone receptors in HPC neurons (<xref ref-type="bibr" rid="B120">McEwen et al., 1968</xref>), especially mineralocorticoid and glucocorticoid receptors (MR and GR, respectively) in the HPC (<xref ref-type="bibr" rid="B34">de Kloet et al., 1996</xref>, <xref ref-type="bibr" rid="B35">1998</xref>) suggest that they play a critical role in stress effects on memory (for a review see <xref ref-type="bibr" rid="B83">Kim and Diamond, 2002</xref>). The HPC receives inputs from sensory and association areas, and its outputs innervate cortical and subcortical areas involved in cognitive, affective, and behavioral functions (<xref ref-type="bibr" rid="B8">Bienkowski et al., 2018</xref>). It is therefore a critical hub for processing interoceptive and exteroceptive contexts and regulating affective behavior (<xref ref-type="bibr" rid="B118">Maren et al., 2013</xref>). HPC neurons are highly plastic and vulnerable to stress. For example, stressors have been demonstrated to suppress adult neurogenesis, inhibit the survival of newborn cells, and induce atrophy within the HPC (<xref ref-type="bibr" rid="B119">McEwen, 1999</xref>; <xref ref-type="bibr" rid="B200">Vyas et al., 2002</xref>; <xref ref-type="bibr" rid="B91">Krugers et al., 2010</xref>). These stress-induced adaptations may be due to glucocorticoid-glutamatergic interactions (<xref ref-type="bibr" rid="B78">Karst and Jo&#x00EB;ls, 2003</xref>, <xref ref-type="bibr" rid="B79">2005</xref>; <xref ref-type="bibr" rid="B129">Olijslagers et al., 2008</xref>). Indeed, SPS induces an upregulation of GRs and alterations in NMDAR mRNA in the HPC, both effects that are thought to mediate the stress-induced extinction retrieval deficit. Two hours of acute restraint stress promotes fear extinction deficits in a contextual fear conditioning paradigm and AMPA-GluA1 phosphorylation in HPC neurons after 10 days of incubation (<xref ref-type="bibr" rid="B127">Novaes et al., 2021</xref>). These data suggest an important stress effect on HPC neurons with implications for the fear extinction process, however, more work needs to be done to determine the exact role of the HPC in stress-induced extinction deficits (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<p>As discussed previously, the communication between mPFC and HPC is fundamental for fear learning and extinction. Knowing that both structures are sensitive to stress-induced plastic effects with important implications in the fear extinction process, it is important to understand whether stress-induced fear extinction impairments are correlated with alterations in mPFC-HPC interactions. Chronic stress is known to block long-term potentiation (LTP) on the vHPC-mPFC pathway (<xref ref-type="bibr" rid="B24">Cerqueira et al., 2007</xref>), whereas blocking extinction-induced LTP by low-frequency stimulation of vHPC neurons after extinction training disrupts the recall of extinction memory (<xref ref-type="bibr" rid="B69">Hugues and Garcia, 2007</xref>). Indeed, <xref ref-type="bibr" rid="B49">Garcia et al. (2008)</xref> showed that chronic stress disrupts the extinction memory recall by blocking the extinction-induced HPC-mPFC pathway LTP. Although the mechanisms through which stress induces changes in mPFC-HPC communication are not completely understood, evidence points to a stress-induced decrease in BDNF release in mPFC and HPC (<xref ref-type="bibr" rid="B173">Solomon et al., 2019</xref>). These results demonstrate that blockade of extinction-induced LTP in HPC-mPFC pathway and the decrease of BDNF release in both structures are pieces of the mechanism through which chronic stress induces fear extinction recall impairments. Understanding how stress induces changes in neurobiological substrates of extinction acquisition, such as HPC and mPFC, is fundamental to develop future therapies to stress-related psychiatric disorders.</p>
</sec>
</sec>
<sec id="S6">
<title>6 Summary</title>
<p>Understanding the underlying brain circuitry in fear and extinction memory is key for increasing treatment efficiency for people with fear, anxiety, and trauma and stressor-related disorders. Considerable work reveals that the conditioning and extinction of fear requires a neural circuit involving the HPC, mPFC, and amygdala. The reviewed literature suggests that the inhibition of conditioned fear after extinction is mediated by the suppression of HPC-dependent fear memories. This is mediated by medial prefrontal cortical regulation of hippocampal fear memory retrieval, a process that is coordinated by the midline thalamic RE (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<p>Successful extinction learning and retrieval is fundamental to cognitive-behavioral interventions for disorders including PTSD. A major challenge to these therapies is relapse, in which extinguished fear returns under many conditions. Psychological stress is a major contributor to relapse insofar as stress undermines both extinction learning and retrieval. Stress-induced extinction impairments appear to involve several neuromodulatory pathways, and recent work suggests that stress-induced noradrenergic hyperarousal plays a central role. Stress-induced activation of the locus coeruleus leads to amygdala hyperexcitability which, in turn, dysregulates medial prefrontal cortical circuits necessary for extinction learning (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<p>Collectively, decades of research have now revealed discrete neural circuits that are central to fear conditioning and extinction. This work is opening new avenues of research to inform how failures of extinction learning and memory contribute to pathological disorders, such as PTSD.</p>
</sec>
<sec id="S7" sec-type="author-contributions">
<title>Author contributions</title>
<p>SP: Writing &#x2013; original draft, Writing &#x2013; review and editing. TT: Writing &#x2013; original draft, Writing &#x2013; review and editing. HB: Writing &#x2013; original draft, Writing &#x2013; review and editing. VJ: Writing &#x2013; original draft, Writing &#x2013; review and editing. SS: Writing &#x2013; original draft, Writing &#x2013; review and editing. AA: Writing &#x2013; original draft, Writing &#x2013; review and editing. JH: Writing &#x2013; original draft, Writing &#x2013; review and editing. SM: Funding acquisition, Writing &#x2013; original draft, Writing &#x2013; review and editing.</p>
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<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of the article. This study was supported by grants from the National Institute of Mental Health (R01MH065961 and R01MH117852) and the WoodNext Foundation.</p>
</sec>
<sec id="S9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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