Literature DB >> 28814463

Neurobiological correlates of state-dependent context fear.

Mariah A A Meyer1, Kevin A Corcoran1, Helen J Chen1, Sonia Gallego1, Guanguan Li2, Veda V Tiruveedhula2, James M Cook2, Jelena Radulovic1.   

Abstract

Retrieval of fear memories can be state-dependent, meaning that they are best retrieved if the brain states at encoding and retrieval are similar. Such states can be induced by activating extrasynaptic γ-aminobutyric acid type A receptors (GABAAR) with the broad α-subunit activator gaboxadol. However, the circuit mechanisms and specific subunits underlying gaboxadol's effects are not well understood. Here we show that gaboxadol induces profound changes of local and network oscillatory activity, indicative of discoordinated hippocampal-cortical activity, that were accompanied by robust and long-lasting state-dependent conditioned fear. Episodic memories typically are hippocampus-dependent for a limited period after learning, but become cortex-dependent with the passage of time. In contrast, state-dependent memories continued to rely on hippocampal GABAergic mechanisms for memory retrieval. Pharmacological approaches with α-subunit-specific agonists targeting the hippocampus implicated the prototypic extrasynaptic subunits (α4) as the mediator of state-dependent conditioned fear. Together, our findings suggest that continued dependence on hippocampal rather than cortical mechanisms could be an important feature of state-dependent memories that contributes to their conditional retrieval.
© 2017 Meyer et al.; Published by Cold Spring Harbor Laboratory Press.

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Year:  2017        PMID: 28814463      PMCID: PMC5580530          DOI: 10.1101/lm.045542.117

Source DB:  PubMed          Journal:  Learn Mem        ISSN: 1072-0502            Impact factor:   2.460


Important events are typically encoded into memories that are readily accessible for retrieval. However, some memories are formed so that they are inaccessible to retrieval unless the brain is in a similar affective, stress- or drug-induced state as during encoding (Janet 1889; Braun 1984; Spiegel et al. 2011). These memories, known as state-dependent memories, have been studied extensively using various psychoactive drugs (Barnhart and Abbott 1967; Bustamante et al. 1970; Bruins Slot and Colpaert 1999; Romieu et al. 2006; Sanday et al. 2013), with the majority of examples coming from activators of GABAR (Overton 1964; Patel et al. 1979). These receptors also mediate state-dependent learning induced by non-GABAergic drugs, such as morphine (Zarrindast et al. 2006), that act through inhibitory neurons. GABAR type B agonists, such as baclofen, are ineffective (Nakagawa et al. 1993), supporting the view that state-dependent learning is primarily a GABAAR-mediated phenomenon. In line with these findings, the GABAAR agonist gaboxadol (GBX), which specifically activates extrasynaptic GABAAR (Chandra et al. 2006), is capable of eliciting state-dependent contextual fear conditioning (Jovasevic et al. 2015). Initially, memory retrieval processes are thought to depend on hippocampal–cortical interactions, but with the passage of time, the retrieval process becomes increasingly independent of the hippocampus and predominantly regulated by the cortex (Squire and Alvarez 1995). Interestingly, GBX potently activates hippocampal neurons while inhibiting cortical neurons, as indicated by up-regulation of immediate-early gene activity (Jovasevic et al. 2015). This finding suggests that one of the features of GBX-induced brain states supporting state-dependent fear conditioning is a change in the coordination of hippocampal–cortical activity. This is not surprising in view of GBX effects on local and circuit network activity in various brain regions (Jessen et al. 2014), however, the specific effects within hippocampal–cortical networks are not well defined. GABAAR are heterooligomeric pentamers composed of subunits α1-6, β1-4, γ1-3, δ, ε, θ, π, and p1-3 arranged around a central chloride-conducting pore (Whiting 2003; Olsen and Sieghart 2008, 2009); though most are composed of two α, two β, and one γ, δ, or ε subunit (Sieghart and Sperk 2002). Although the presence of the δ subunit correlates with extrasynaptic localization of GABAAR (Belelli et al. 2009) and confers the sensitivity of GABAAR to GBX (Meera et al. 2011), GBX binds nonspecifically to all α subunits of GABAAR (Ebert et al. 1997). Though α4,6 subunits seem to preferentially respond to GBX (Brown et al. 2002; Meera et al. 2011), the contribution of individual α/δ-subunit complexes to state-dependent fear conditioning is not known. Here we investigated the mechanisms by which GBX induces state-dependent learning and memory. As reflected in changes of local field potentials (LFPs) and behavioral pharmacological effects we studied GBX effects on hippocampal–cortical interactions. We also used GABAAR subunit-specific agonists to study the ability of individual α subunits to mediate state-dependent learning.

Results

Induction of state-dependent learning by GBX

To induce state-dependent contextual fear, mice were injected intrahippocampally (i.h.) with vehicle (Veh) or GBX before contextual fear conditioning (Veh- and GBX-conditioned groups, respectively) (Jovasevic et al. 2015). Mice were tested for memory retrieval on Veh and GBX on subsequent days (Fig. 1A), and freezing behavior was recorded as an index of learned fear (Blanchard and Blanchard 1969). GBX-conditioned mice showed impaired memory retrieval when tested on Veh, but intact retrieval when tested on GBX, as indicated by robust freezing responses (n = 11–12 mice per group; main effect of test drug F(1,21) = 9.916, P = 0.0048 and interaction effect of conditioning drug × test drug F(1,21) = 60.68, P < 0.0001 Fig. 1B). In contrast, Veh-injected mice showed intact memory retrieval when tested on Veh and impaired retrieval when tested on GBX. Overall the findings showed that GBX-conditioned mice exhibit state-dependent contextual fear memory.
Figure 1.

Intrahippocampal GBX induces state-dependent contextual fear. (A) Schematic of the experimental paradigm. Mice were injected i.h. with Veh or GBX before contextual fear conditioning. On alternating days, mice were tested for memory retrieval on Veh or GBX by reexposure to the conditioning context without shock. (B) During the memory tests, GBX-conditioned mice froze significantly more in the presence of GBX than in the presence of Veh. In contrast, Veh-conditioned mice froze significantly more at Veh test than GBX test. (**) P < 0.01, (***) P < 0.001 versus previous test. Error bars represent standard error of the mean.

Intrahippocampal GBX induces state-dependent contextual fear. (A) Schematic of the experimental paradigm. Mice were injected i.h. with Veh or GBX before contextual fear conditioning. On alternating days, mice were tested for memory retrieval on Veh or GBX by reexposure to the conditioning context without shock. (B) During the memory tests, GBX-conditioned mice froze significantly more in the presence of GBX than in the presence of Veh. In contrast, Veh-conditioned mice froze significantly more at Veh test than GBX test. (**) P < 0.01, (***) P < 0.001 versus previous test. Error bars represent standard error of the mean.

Effects of GBX on hippocampal–cortical LFPs

We next measured LFPs in the dorsal hippocampus (DH), retrosplenial cortex (RSC), and anterior cingulate cortex (ACC) to test how GBX affects activity in a hippocampal–cortical network that is necessary for contextual memory retrieval (Frankland et al. 2006; Corcoran et al. 2016). On each test day, there were three recording sessions: in the home cage prior to and 30 min after an intraperitoneal (i.p.) injection, and during post-injection testing for fear to the conditioning context. On the first test day, mice were injected with Veh; on the second day they were injected with GBX. Similar to i.h. infusions of GBX, i.p. injections caused a reduction in freezing to the conditioning context (t(6) = 4.29; P = 0.005; data not shown). Recordings were analyzed for power in DH and peak coherence between DH-RSC and DH-ACC in the δ, θ, and γ frequency bands. Injection of Veh caused no changes to δ, θ, or γ power in DH, or to DH-RSC or DH-ACC θ peak coherence (Fig. 2A,C,D). GBX increased DH δ power (F(6,12) = 8.52; P = 0.005), whereas γ power (F(6,12) = 9.58; P = 0.0033 Fig. 2B,C) and RSC-DH θ peak coherence (F(6,12) = 5.99; P = 0.016) decreased.
Figure 2.

GBX alters hippocampal–cortical network activity. (A) (Left) Power spectral densities obtained Pre- and Post-Veh injection. (Right) Raw LFP and LFP spectrum recorded Post-Veh injection. (B) Same as A for GBX. (C) Hippocampal δ (left), θ (center), and γ (right) power recorded Pre- (open circles) and Post-Injection (closed circles) in the home cage and during retrieval test. (D) Same as C for DH-RSC (left) and DH-ACC (right) θ peak coherence. N = 7 mice per group. (*) P < 0.05, (**) P < 0.01, (***) P < 0.001 versus previous test.

GBX alters hippocampal–cortical network activity. (A) (Left) Power spectral densities obtained Pre- and Post-Veh injection. (Right) Raw LFP and LFP spectrum recorded Post-Veh injection. (B) Same as A for GBX. (C) Hippocampal δ (left), θ (center), and γ (right) power recorded Pre- (open circles) and Post-Injection (closed circles) in the home cage and during retrieval test. (D) Same as C for DH-RSC (left) and DH-ACC (right) θ peak coherence. N = 7 mice per group. (*) P < 0.05, (**) P < 0.01, (***) P < 0.001 versus previous test. In the conditioning chamber on the Veh test day, DH δ power decreased (F(6,12) = 5.59; P = 0.019) and θ power increased (F(6,12) = 5.41; P = 0.021) compared with the post-injection home cage recording (Fig. 2C). θ Peak coherence also increased in the DH-RSC (F(6,12) = 29.19; P < 0.001) and DH-ACC (F(6,12) = 21.29; P < 0.001) site-pairs (Fig. 2D). In the conditioning chamber during the GBX retrieval test, δ power remained elevated above the preinjection baseline, and there were no changes in θ or γ power relative to the post-injection recording in the home cage. Retrieval test-related increases in DH-RSC and DH-ACC θ peak coherence were also blocked by GBX (Fig. 2D), suggesting discoordinated hippocampal–cortical activity during the memory test.

GBX-induced retrieval of recent and remote state-dependent context fear

Over time, retrieval of episodic-like memories such as contextual fear conditioning shifts from being hippocampus-dependent to hippocampus-independent (Squire and Kandel 2000; Dudai 2004), and comes to rely instead on cortical mechanisms (Lashley 1950; McClelland et al. 1995; Squire and Alvarez 1995). This hippocampal–cortical dialogue, thought to be important for lasting memory storage, begins at the time of encoding (Goshen et al. 2011; Lesburguères et al. 2011). Because GBX disrupted hippocampal–cortical coherence, we next tested whether the ability to retrieve GBX-induced state-dependent contextual fear would eventually become hippocampus-independent. Mice were fear conditioned after i.h. administration of Veh or GBX, and tested on both Veh and GBX 24 and 48 h post-conditioning, as in the previous experiment. In addition, mice were tested for remote memory retrieval on Veh and GBX 28 and 29 d post-conditioning, respectively. GBX-conditioned male mice froze only when tested on GBX, during both recent and remote tests (n = 9–11 mice per group; main effect of test drug F(3,54) = 11.6, P < 0.001 Fig. 3A). Significant remote retrieval of state-dependent contextual fear was also observed in females (n = 8–10 mice per group; main effect of test drug F(3,51) = 8.3, P < 0.001 Fig. 3B). In both sexes, the freezing behavior of Veh-conditioned animals was lower on GBX, however, post hoc analysis did not reveal significant differences when compared with the previous Veh test. Thus, retrieval of state-dependent contextual fear memory remained dependent on hippocampal mechanisms even at remote time points.
Figure 3.

Intrahippocampal GBX promotes recent and remote retrieval of state-dependent contextual fear memory. Freezing of Veh-conditioned mice was similar between Veh and GBX tests. GBX-conditioned mice froze significantly more when tested on GBX, both at recent and remote memory tests. Similar findings were obtained with male (A) and female (B) mice. (**) P < 0.01, (***) P < 0.001 versus Veh test, within respective recent or remote time frame. Error bars represent standard error of the mean.

Intrahippocampal GBX promotes recent and remote retrieval of state-dependent contextual fear memory. Freezing of Veh-conditioned mice was similar between Veh and GBX tests. GBX-conditioned mice froze significantly more when tested on GBX, both at recent and remote memory tests. Similar findings were obtained with male (A) and female (B) mice. (**) P < 0.01, (***) P < 0.001 versus Veh test, within respective recent or remote time frame. Error bars represent standard error of the mean.

Role of GABAAR α subunits in state-dependent contextual fear conditioning

To test whether GBX-induced state-dependent learning depends on the activity of specific GABAAR α subunits, we compared the abilities of α1-6 preferential agonists to induce state-dependent contextual freezing. Mice were injected i.h. with Veh, the α1-6 agonist GBX, the α1-3 preferential agonist zolpidem (Pritchett and Seeburg 1990; Langer et al. 1992; Crestani et al. 2000), or the α5 preferential agonists SH-053-R-CH3-2'F (Savić et al. 2008) or MP-III-022 (Stamenić et al. 2016) before contextual fear conditioning. Memory retrieval was assessed over three subsequent days, alternating between off- and on-conditioning drug tests. Only mice that were conditioned on GBX differed in their freezing between tests (n = 7 mice per group; main effect of conditioning drug F(1,12) = 11.7, P = 0.0051 and main effect of test F(2,24) = 4.2, P = 0.0278 Fig. 4A); all other groups froze similarly across test days (zolpidem, SH-053-R-CH3-2'F; n = 8–9 mice per group; no main effects; all F < 2.7, all P > 0.081 Fig. 4B,C; MP-III-022; n = 7–8 mice per group; main effect of conditioning drug F(1,12) = 9.491, P = 0.0095 Fig. 4D). Thus, state-dependent contextual fear memory is not encoded ubiquitously by GABAAR α-subunit activation.
Figure 4.

GABAAR α1-3, 5-subunit preferential agonists do not induce state-dependent contextual fear conditioning. (A) Freezing behavior of GBX-conditioned mice was dependent upon testing conditions. (B) The GABAAR α1-3-subunit preferential agonist zolpidem did not affect freezing behavior. (C) GABAAR α5-subunit preferential agonist SH-053-R-CH3-2'F and (D) MP-III-022 were also ineffective. (*) P < 0.05 versus Off-Drug test. Error bars represent standard error of the mean.

GABAAR α1-3, 5-subunit preferential agonists do not induce state-dependent contextual fear conditioning. (A) Freezing behavior of GBX-conditioned mice was dependent upon testing conditions. (B) The GABAAR α1-3-subunit preferential agonist zolpidem did not affect freezing behavior. (C) GABAAR α5-subunit preferential agonist SH-053-R-CH3-2'F and (D) MP-III-022 were also ineffective. (*) P < 0.05 versus Off-Drug test. Error bars represent standard error of the mean. GABAAR agonists can sometimes substitute for one another in recovering state-dependent memories (Nakagawa and Iwasaki 1995). We therefore tested whether the agonists described above can substitute for GBX in recovering retrieval of state-dependent context memories. Mice were injected i.h. with Veh or GBX before contextual fear conditioning and then tested for memory retrieval on consecutive days after i.h. Veh, GBX, zolpidem, SH-053-R-CH3-2'F, and MP-III-022 (Fig 5; n = 9–10 mice per group; main effect of conditioning drug F(1,16) = 5.5 P = 0.0328 and main effect of test drug F(4,64) = 3.16, P = 0.0196). The freezing behavior of Veh-conditioned animals was significantly reduced by GBX (compared with freezing during the Veh test), and conversely, the freezing behavior of GBX-conditioned mice was significantly elevated on GBX when compared with Veh. Freezing during retrieval testing on zolpidem, SH-053-R-CH3-2'F, and MP-III-022 was indistinguishable from freezing during the Veh test, demonstrating that other GABAAR agonists could not substitute for GBX to induce retrieval of state-dependent contextual fear, such that retrieval is also GABAAR α-subunit activation-specific.
Figure 5.

GABAAR α1-3, 5-subunit preferential agonists do not recover memories formed under GBX. Veh-conditioned mice froze significantly less when tested on GBX. GBX-conditioned mice froze significantly more when tested again on GBX. (*) P < 0.05, (***) P < 0.001 versus Veh test. Error bars represent standard error of the mean.

GABAAR α1-3, 5-subunit preferential agonists do not recover memories formed under GBX. Veh-conditioned mice froze significantly less when tested on GBX. GBX-conditioned mice froze significantly more when tested again on GBX. (*) P < 0.05, (***) P < 0.001 versus Veh test. Error bars represent standard error of the mean.

Discussion

Activation of hippocampal extrasynaptic GABAAR via GBX can cause state-dependent learning. Here we show that GBX may cause this effect by increasing δ and reducing γ oscillations in the hippocampus and disrupting retrieval-induced hippocampal–cortical θ coherence. Along with these changes, state-dependent fear conditioning induced by GBX remained dependent upon the hippocampus even during remote memory retrieval. The effects of GBX could not be replicated by α1-3 or α5 GABAAR subunit agonists, suggesting that GBX acted via prototypic extrasynaptic α4 or α6 receptor subunits. We observed asymmetry of state-dependent learning on GBX referring to the much greater effect of GBX to recover freezing in GBX-conditioned mice than to impair freezing in Veh-conditioned mice. This finding is consistent with previously observed asymmetry in state-dependent memory (Duncan and Copeland 1975). This asymmetry could be due to the fact that the retrieval-related processes, such as reconsolidation or extinction, during the Veh test that could render the Veh-conditioned group less sensitive to GBX actions. Retrieval of memory for contextual fear conditioning is associated with decreased δ and increased θ power, along with increased θ peak coherence between DH and both RSC and ACC (Corcoran et al. 2016). We found that pretest injection of GBX blocked all of these retrieval-related changes. Consistent with previous findings (Vyazovskiy et al. 2005), GBX also increased δ power, which is inversely correlated with arousal and wakefulness (Bódizs et al. 2001; Dang-Vu et al. 2008), and is typically considered important for offline consolidation of memory during sleep (Binder et al. 2014; Westerberg et al. 2015), rather than for online memory retrieval. Thus, the changes in power and coherence seen after GBX administration may be a neural representation of a state shift supporting the processing of memories with limited access. It has been shown that the hippocampus has a time-limited role in retrieval of contextual fear memory (Kim and Fanselow 1992; Frankland et al. 2006). This time-dependence serves as a fundamental characteristic of systems consolidation theories, in which the circuits that support memory recall shift (Squire and Kandel 2000; Dudai 2004). One of the central tenets of the systems consolidation hypothesis is that the hippocampus functions as a temporary storage site for information, whereas permanent storage depends on a broadly distributed cortical network (Lashley 1950; McClelland et al. 1995; Squire and Alvarez 1995). Even with the hippocampal independence of remote memories being less certain than it once was (Goshen et al. 2011; Wiltgen and Tanaka 2013), because GBX caused discoordination of LFP coherence across a hippocampal–cortical network, we tested whether GBX-induced state-dependent contextual fear would shift cortically over time as predicted by systems consolidation theories. In activating hippocampal extrasynaptic GABAAR at varying times, we observed that GBX-conditioned animals retrieved contextual fear memories, whether tested 48 h or 29 d post-conditioning. Thus, activation of the subset of hippocampal GBX-responsive GABAAR was sufficient to retrieve state-dependent contextual fear memory. Our findings suggest that contextual fear memories encoded in a state-dependent manner remain trapped within the region that encodes them, the hippocampus, and do not become cortically dependent with the passage of time. This finding is in line with previous work showing that state-dependent memories are subcortical in nature and that suppression of cortical activity does not impair retrieval of state-dependent memory (Girden and Culler 1937; Jovasevic et al. 2015). Most rodent studies on fear conditioning and state-dependent memory use male subjects (Overton 1991; Lebron-Milad et al. 2012). It has recently been suggested, however, that freezing behavior, the passive response traditionally used to quantify Pavlovian fear conditioning, may differ between sexes (Gruene et al. 2015). We tested the ability of GBX to elicit state-dependent contextual fear in male and female mice. Both sexes displayed significantly higher freezing when tested on the drug that was present at conditioning, an effect that was found at both recent and remote time points. Thus, at least in this paradigm, state-dependent fear conditioning is sex-independent. Some of the earliest evidence for state-dependent learning comes from studies with compounds that are known GABAR agonists or positive allosteric modulators, including alcohol (Goodwin et al. 1969; Hinrichsen et al. 1974; Weingartner et al. 1976), amobarbital (Ley et al. 1972), and diazepam (Jensen et al. 1989), all of which bind to multiple GABAAR subunits. Various GABAAR agonists have been tested for the ability to support state-dependent conditioned fear memory, however they have proven ineffective (Davis 1979). This could be due to differential drug effects on synaptic versus extrasynaptic GABAAR as well as preferential actions on GABAAR subunits that might not have the same ability to induce state-dependent fear learning. We delineated which α subunit mediates state-dependent learning in the present paradigm by using GABAAR agonists with a more constrained locus of action. Neither zolpidem (preferential α1-3 agonist) nor SH-053-R-CH3-2'F or MP-III-022 (preferential α5 agonists) could elicit state-dependent learning of contextual fear, suggesting that GBX induces state-dependent memory through actions on α4,6 subunits. This is in agreement with previous findings demonstrating preferential activation of GABAAR α4,6 subunits in response to GBX (Brown et al. 2002; Meera et al. 2011), despite the fact that the drugs bind to other α subunits as well. The inability of α1 and α5 agonists to induce state-dependent memory may be due, at least in part, to their actions at both synaptic and extrasynaptic GABAAR (Nusser et al. 1995; Rudolph et al. 1999; Sun et al. 2004; Milenkovic et al. 2013). Moreover, the level of the α6 subunit is low in the hippocampus (Lee and Maguire 2014), suggesting that GBX effects are likely mediated by α4. State-dependent memory has been implicated in the development of dissociative symptoms of psychiatric illnesses associated with psychological trauma, such as dissociative amnesia (Janet 1889; Braun 1984; Spiegel et al. 2011). Despite the fact that such memories cannot be recalled, they profoundly and adversely affect emotional and social behavior (Janet 1889; Breuer et al. 1955). State-dependent memory has also been implicated in the persistence of drug addiction (Combe 1853), because addicts often encode information in drug-induced states that they can only recall it if they are back on drugs. Further mechanistic study of state-dependent learning will be broadly translatable to the development of treatments for psychopathologies that could be rooted in state-dependent learning, such as dissociative disorders (Maat et al. 2015) and addiction (Overton 1972; Ross and Schwartz 1974).

Materials and Methods

Animals

Of note, 8–9-wk-old male or female C57BL/6N mice were obtained from a commercial supplier (Harlan), individually housed on a 12-h light–dark cycle (lights on at 7 a.m.), and allowed ad libitum access to food and water. All animal procedures were approved by Northwestern University's Animal Care and Use Committee in compliance with U.S. National Institutes of Health standards.

Cannulations and electrode surgeries

Mice were anesthetized with 1.2% tribromoethanol (vol/vol). Using a stereotaxic apparatus, bilateral 26-gauge guided cannulas (Plastic One) were implanted, as described previously (Corcoran et al. 2011), targeting the dorsal hippocampus (DH) (1.7 mm posterior, ±1.0 mm lateral, and 2.0 mm ventral to bregma, according to the mouse brain atlas (Paxinos and Franklin 2004)). For electrode surgery, mice were implanted with insulated silver wires (100 µm diameter) aimed at RSC (1.8 mm posterior, 0.4 mm lateral, 0.75 mm ventral to bregma), DH (1.5 mm posterior, 1.0 mm lateral, 1.75 mm ventral), and ACC (1.3 mm anterior, 0.4 mm lateral, 1.75 mm ventral). All electrodes were placed in the left hemisphere. A gold screw lowered into the skull near the right parietal/occipital bone suture served as a reference and ground electrode. Two stainless steel jeweler's screws were inserted in the skull to anchor the headcap. All wires were soldered to a 6-pin connector to which the recording devices were later attached, and the assembly was fixed to the skull with acrylic. Mice were allowed at least 72 h to recover from surgery prior to behavioral procedures.

Pharmacological treatments

Drugs were injected i.h. at a volume of 0.25 µL per side at a rate of 0.5 µL min−1 or i.p. at a volume of 200 µL 20–30 min prior to fear conditioning or retrieval test. α4δ- and/or α6δ-subunit-containing GABAAR were activated by gaboxadol hydrochloride (0.5 µg per DH, dissolved in artificial cerebrospinal fluid; Sigma-Aldrich) also known as 4,5,6,7-tetrahydroisoxazolo(5,4-c)pyridin-3-ol (THIP); α1-3-subunit-containing GABAAR were activated by zolpidem (25 µg per DH, 100% dimethyl sulfoxide (DMSO); Sigma-Aldrich); and α5-subunit-containing GABAAR were activated by SH-053-R-CH3-2'F (20 µg per DH, dissolved in 90% DMSO; synthesized at University of Wisconsin–Milwaukee) or MP-III-022 (12.5 µg per DH; dissolved in 60% DMSO; synthesized at University of Wisconsin–Milwaukee).

LFP recordings

On subsequent days following contextual fear conditioning, mice were tested for memory retrieval after i.p. injection of Veh (0.9% saline; 0.2 mL and GBX (4 mg/kg in 0.2 mL 0.9% saline). LFP recordings began as soon as mice were connected to wireless four-channel NeuroLogger recording devices (TSE Systems), and continued until the end of each test session (up to 55 min total). Continuous recordings were made with a sampling rate of 500 Hz. Preamplification, analog-to-digital conversion (unity gain buffer, AC input range ±750 µV, 1000× gain, ADC resolution 8bits), and data storage all occurred on the NeuroLogger. After each session, the NeuroLogger was removed and data were downloaded to a computer for later analysis. For each of the test days, recordings were converted to a Matlab-compatible format for analysis of the 3 min mice were in their home cages just prior to drug injection, a 3 min period in the home cage beginning 30 min post-injection and ending immediately before mice were placed in the conditioning chambers, and the 3-min test sessions. Spectral analyses were performed using open-source Chronux (http://Chronux.org) algorithms as described previously (Kay and Freeman 1998; Rojas-Líbano et al. 2014). Power and coherence spectra were computed for the δ (1–4 Hz), θ (4–12 Hz), and γ (30–80 Hz) frequency bands across each 3 min recording session using 35 half-overlapping 10-sec windows with four tapers (resulting in a frequency resolution of 1.4 Hz). Coherence was then transformed to z-coherence using the inverse hyperbolic tangent transform (Kay and Freeman 1998). There was no filtering. The peak frequency within each band was taken as the center frequency, and coherence at this peak was used as the dependent measure. Coherence, by definition, is normalized by power, allowing for direct comparison across subjects. Peak coherence and average power were calculated for each mouse in each session and used for statistical analysis.

Fear conditioning

Contextual fear conditioning was performed in an automated system (TSE Systems) as previously described (Corcoran et al. 2011). Briefly, mice were exposed for 3 min to context, followed by a footshock (3 sec, 0.8 mA, constant current). In state-dependent contextual fear subunit specificity experiments, mice were exposed for 3 min to context, followed by a footshock (2 sec, 0.7 mA, constant current). Twenty-four hours later, mice were tested for memory retrieval. Testing consisted of 3 min in the conditioning context, during which freezing was measured every 10 sec. Freezing was expressed as a percentage of the total number of observations during which the mice were motionless.

Analysis

Changes in power and peak coherence across recording sessions were determined separately for Veh and GBX using repeated-measures ANOVA. Following each significant F ratio, Tukey's HSD tests were used to determine the significance of two comparisons: (1) preinjection vs. post-injection in the home cage, and (2) post-injection in the home cage versus post-injection during the retrieval test. Changes in freezing were determined using two-way repeated-measures ANOVA. Following each significant F ratio, Tukey's HSD tests were used to determine the significance of comparisons between two time points and Bonferroni tests were used to determine the significance of comparisons between three or more time points. Verification of electrode or cannula placements was made from coronal sections through DH, RSC, or ACC. Statistical analyses were performed using GraphPad Prism or StatView software.
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Journal:  Neurobiol Learn Mem       Date:  2021-05-18       Impact factor: 3.109

Review 2.  State-Dependent Memory: Neurobiological Advances and Prospects for Translation to Dissociative Amnesia.

Authors:  Jelena Radulovic; Royce Lee; Andrew Ortony
Journal:  Front Behav Neurosci       Date:  2018-10-31       Impact factor: 3.558

3.  Mammillary body regulates state-dependent fear by alternating cortical oscillations.

Authors:  Jun Jiang; Guang-Yu Wang; Wenhan Luo; Hong Xie; Ji-Song Guan
Journal:  Sci Rep       Date:  2018-09-07       Impact factor: 4.379

4.  Stress-related memories disrupt sociability and associated patterning of hippocampal activity: a role of hilar oxytocin receptor-positive interneurons.

Authors:  Mariah A A Meyer; Max Anstötz; Lynn Y Ren; Michael P Fiske; Anita L Guedea; Viktoriya S Grayson; Samantha L Schroth; Ana Cicvaric; Katsuhiko Nishimori; Gianmaria Maccaferri; Jelena Radulovic
Journal:  Transl Psychiatry       Date:  2020-12-12       Impact factor: 7.989

5.  Primary cilia are required for the persistence of memory and stabilization of perineuronal nets.

Authors:  Vladimir Jovasevic; Hui Zhang; Farahnaz Sananbenesi; Anita L Guedea; Kizhake V Soman; John E Wiktorowicz; Andre Fischer; Jelena Radulovic
Journal:  iScience       Date:  2021-05-24
  5 in total

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