<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="brief-report">
<front>
<journal-meta>
<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>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnbeh.2022.1072571</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Arc-driven mGRASP highlights CA1 to CA3 synaptic engrams</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Murthy</surname> <given-names>B. K. B.</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="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Somatakis</surname> <given-names>S.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Ulivi</surname> <given-names>A. F.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Klimmt</surname> <given-names>H.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Castello-Waldow</surname> <given-names>T. P.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Haynes</surname> <given-names>N.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Huettl</surname> <given-names>R. E.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Chen</surname> <given-names>A.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Attardo</surname> <given-names>Alessio</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="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/229886/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Leibniz Institute for Neurobiology</institution>, <addr-line>Magdeburg</addr-line>, <country>Germany</country></aff>
<aff id="aff2"><sup>2</sup><institution>Graduate School of Systemic Neurosciences</institution>, <addr-line>Munich</addr-line>, <country>Germany</country></aff>
<aff id="aff3"><sup>3</sup><institution>Max Planck Institute of Psychiatry</institution>, <addr-line>Munich</addr-line>, <country>Germany</country></aff>
<aff id="aff4"><sup>4</sup><institution>International Max Planck Research School for Translational Psychiatry</institution>, <addr-line>Munich</addr-line>, <country>Germany</country></aff>
<aff id="aff5"><sup>5</sup><institution>Weizmann Institute of Science</institution>, <addr-line>Rehovot</addr-line>, <country>Israel</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Michel C. Van Den Oever, Vrije Universiteit Amsterdam, Netherlands</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Ana M. M. Oliveira, Heidelberg University, Germany; Sylvie Lisa Lesuis, University of Amsterdam, Netherlands</p></fn>
<corresp id="c001">&#x002A;Correspondence: Alessio Attardo, <email>alessio.attardo@lin-magdeburg.de</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work and share first authorship</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Learning and Memory, a section of the journal Frontiers in Behavioral Neuroscience</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>16</volume>
<elocation-id>1072571</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Murthy, Somatakis, Ulivi, Klimmt, Castello-Waldow, Haynes, Huettl, Chen and Attardo.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Murthy, Somatakis, Ulivi, Klimmt, Castello-Waldow, Haynes, Huettl, Chen and Attardo</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>Subpopulations of neurons display increased activity during memory encoding and manipulating the activity of these neurons can induce artificial formation or erasure of memories. Thus, these neurons are thought to be cellular engrams. Moreover, correlated activity between pre- and postsynaptic engram neurons is thought to lead to strengthening of their synaptic connections, thus increasing the probability of neural activity patterns occurring during encoding to reoccur at recall. Therefore, synapses between engram neurons can also be considered as a substrate of memory, or a synaptic engram. One can label synaptic engrams by targeting two complementary, non-fluorescent, synapse-targeted GFP fragments separately to the pre- and postsynaptic compartment of engram neurons; the two GFP fragments reconstitute a fluorescent GFP at the synaptic cleft between the engram neurons, thereby highlighting synaptic engrams. In this work we explored a transsynaptic GFP reconstitution system (mGRASP) to label synaptic engrams between hippocampal CA1 and CA3 engram neurons identified by different Immediate-Early Genes: <italic>cFos</italic> and <italic>Arc</italic>. We characterized the expression of the cellular and synaptic labels of the mGRASP system upon exposure to a novel environment or learning of a hippocampal-dependent memory task. We found that mGRASP under the control of transgenic ArcCre<sup>ERT2</sup> labeled synaptic engrams more efficiently than when controlled by viral cFostTA, possibly due to differences in the genetic systems rather than the specific IEG promoters.</p>
</abstract>
<kwd-group>
<kwd>synaptic engram</kwd>
<kwd>dorsal hippocampus</kwd>
<kwd>fear conditioning</kwd>
<kwd>mGRASP</kwd>
<kwd>cellular engram</kwd>
</kwd-group>
<contract-sponsor id="cn001">Deutsche Forschungsgemeinschaft<named-content content-type="fundref-id">10.13039/501100001659</named-content></contract-sponsor><contract-sponsor id="cn002">Deutsche Forschungsgemeinschaft<named-content content-type="fundref-id">10.13039/501100001659</named-content></contract-sponsor><contract-sponsor id="cn003">Deutsche Forschungsgemeinschaft<named-content content-type="fundref-id">10.13039/501100001659</named-content></contract-sponsor><contract-sponsor id="cn004">Schramm Foundation<named-content content-type="fundref-id">10.13039/100020093</named-content></contract-sponsor>
<counts>
<fig-count count="4"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="49"/>
<page-count count="10"/>
<word-count count="8216"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Memories are thought to be encoded as enduring physical changes in the brain. In fact, in murine models, not only subpopulations of neurons throughout various brain regions show increased neuronal activity during memory formation, but manipulation of the activity of these neurons can induce artificial retrieval or loss of stored memories (<xref ref-type="bibr" rid="B47">Zhou et al., 2009</xref>; <xref ref-type="bibr" rid="B28">Liu et al., 2012</xref>; <xref ref-type="bibr" rid="B31">Ramirez et al., 2013</xref>; <xref ref-type="bibr" rid="B10">Denny et al., 2014</xref>; <xref ref-type="bibr" rid="B38">Tanaka et al., 2014a</xref>; <xref ref-type="bibr" rid="B41">Vetere et al., 2017</xref>; <xref ref-type="bibr" rid="B22">Josselyn and Tonegawa, 2020</xref>). This demonstrates that memory storage and retrieval are mediated by subpopulations of neurons which are thus believed to be cellular engrams. According to the Hebbian postulate, connections between neurons with correlated activity patterns are strengthened while connections between neurons whose activity patterns are weakly correlated are depressed or even lost (<xref ref-type="bibr" rid="B19">Hebb, 1949</xref>). This phenomenon increases the probability of neural activity patterns occurring during encoding to re-occur at later time points. Therefore, the subset of synapses between coactive neurons can also be considered as a substrate of memory, or a synaptic engram. While an ever-increasing number of studies investigates engrams at the system and circuit levels (<xref ref-type="bibr" rid="B36">Reijmers et al., 2007</xref>; <xref ref-type="bibr" rid="B28">Liu et al., 2012</xref>; <xref ref-type="bibr" rid="B31">Ramirez et al., 2013</xref>, <xref ref-type="bibr" rid="B32">2015</xref>; <xref ref-type="bibr" rid="B10">Denny et al., 2014</xref>; <xref ref-type="bibr" rid="B20">Hsiang et al., 2014</xref>; <xref ref-type="bibr" rid="B24">Kawashima et al., 2014</xref>; <xref ref-type="bibr" rid="B35">Redondo et al., 2014</xref>; <xref ref-type="bibr" rid="B39">Tanaka et al., 2014b</xref>; <xref ref-type="bibr" rid="B34">Rashid et al., 2016</xref>; <xref ref-type="bibr" rid="B27">Kitamura et al., 2017</xref>; <xref ref-type="bibr" rid="B41">Vetere et al., 2017</xref>; <xref ref-type="bibr" rid="B33">Rao-Ruiz et al., 2019</xref>; <xref ref-type="bibr" rid="B42">Visser et al., 2020</xref>; <xref ref-type="bibr" rid="B11">Domi et al., 2021</xref>), studies focusing on the synaptic level are scarce. This is because investigating the activity of defined synapses and tracking the changes in these synapses through time is technically challenging. Thus, it remains unclear whether memory formation truly enhances synapses between neurons of connected brain regions.</p>
<p>Studying the stability of structural synaptic connectivity as a proxy for strength of synaptic activity helps circumvent this problem. Stability of dendritic spines in rodents is associated with memory formation and recall (<xref ref-type="bibr" rid="B40">Trachtenberg et al., 2002</xref>; <xref ref-type="bibr" rid="B48">Zuo et al., 2005a</xref>,<xref ref-type="bibr" rid="B49">b</xref>; <xref ref-type="bibr" rid="B43">Xu et al., 2009</xref>; <xref ref-type="bibr" rid="B44">Yang et al., 2009</xref>, <xref ref-type="bibr" rid="B45">2016</xref>; <xref ref-type="bibr" rid="B14">Fu et al., 2012</xref>; <xref ref-type="bibr" rid="B2">Attardo et al., 2015</xref>; <xref ref-type="bibr" rid="B4">Castello-Waldow et al., 2020</xref>; <xref ref-type="bibr" rid="B5">Chenani et al., 2022</xref>; <xref ref-type="bibr" rid="B15">Gallinaro et al., 2022</xref>) and increasing stability of neocortical dendritic spines enhances learning while decreasing the size of neocortical dendritic spines leads to impaired performance in a motor task (<xref ref-type="bibr" rid="B18">Hayashi-Takagi et al., 2015</xref>; <xref ref-type="bibr" rid="B1">Albarran et al., 2021</xref>). Recently, it has become possible to label synapses between neurons, thanks to the GFP Reconstitution Across Synaptic Partners [GRASP (<xref ref-type="bibr" rid="B13">Feinberg et al., 2008</xref>)] and its homologous optimized for mammalian expression [mGRASP (<xref ref-type="bibr" rid="B26">Kim et al., 2011</xref>; <xref ref-type="bibr" rid="B12">Druckmann et al., 2014</xref>)] techniques. Both GRASP and mGRASP use two complementary, non-fluorescent GFP fragments, which are expressed separately on pre- and postsynaptic membranes and reconstitute in the synaptic cleft to form functional GFP, thus pinpointing synapses between specific pre- and postsynaptic neurons. More recently, an enhanced version of the mGRASP system (eGRASP) was targeted to pre- and postsynaptic engram neurons with a genetic method based on the Immediate Early Gene (IEG) <italic>cFos</italic> (<xref ref-type="bibr" rid="B36">Reijmers et al., 2007</xref>) and enabled to visualize the engram at the synaptic level (<xref ref-type="bibr" rid="B8">Choi et al., 2018</xref>, <xref ref-type="bibr" rid="B7">2021</xref>; <xref ref-type="bibr" rid="B6">Choi and Kaang, 2022</xref>). These advancements could enable to visualize synaptic engrams in the live mouse by using intravital two-photon microscopy and the mGRASP system seems to be better suited to this aim given the lower number of fluorescent proteins involved and their better spectral separation. We thus decide to test whether the mGRASP system could also be used to label synaptic engrams when driven by the IEG <italic>cFos</italic>. The genetic system based on the IEG <italic>cFos</italic>, however, provides only transient labeling and it is unclear whether other genetic schemes based on other IEGs (<xref ref-type="bibr" rid="B25">Kawashima et al., 2009</xref>, <xref ref-type="bibr" rid="B23">2013</xref>; <xref ref-type="bibr" rid="B16">Guenthner et al., 2013</xref>; <xref ref-type="bibr" rid="B37">S&#x00F8;rensen et al., 2016</xref>), could improve labeling of structural synaptic engrams. We thus also investigated the use of mGRASP system in the dorsal hippocampus of mice under the control of two different IEG promotors commonly used to identify neuronal engrams: <italic>cFos</italic> and <italic>Arc</italic>. We marked <italic>cFos</italic>-expressing cells by using Adeno-Associated Viruses (AAVs) in which the <italic>cFos</italic> promoter drives the transcription of a tetracycline Trans Activator (tTA) (<xref ref-type="bibr" rid="B46">Zhang et al., 2015</xref>), which in turn drives the transcription of mGRASP. To detect <italic>Arc</italic>-expressing cells we employed a transgenic mouse line in which the endogenous <italic>Arc</italic> promoter drives the transcription of a Cre recombinase whose activity is gated by Tamoxifen (Cre<sup>ERT2</sup>) (<xref ref-type="bibr" rid="B16">Guenthner et al., 2013</xref>), which in turn drives the transcription of mGRASP. We then characterized the expression of the cellular and synaptic labels of the mGRASP system upon exposure to an Enriched Environment (EE) or upon learning of the hippocampal-dependent memory task Trace Fear Conditioning (TFC). mGRASP under the control of transgenic ArcCre<sup>ERT2</sup> labeled synapses between CA1 and CA3 pyramidal neurons active during EE and TFC more efficiently than when controlled by viral cFostTA. However, we think this difference reflects the difference between the genetic systems we employ rather than between the IEG promoters.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="S2.SS1">
<title>Subjects</title>
<p>Animals were C57Bl6/N bred in house (for cFostTA-dependent expression), ArcCre<sup>ERT2</sup>-Ai9 double transgenic or ArcCre<sup>ERT2</sup> single transgenic on C57Bl6/N background (for ArcCre<sup>ERT2</sup>-dependent expression) male and female mice between 3 and 6 months of age with free access to food and water and a 12/12 light/dark cycle. All animal procedures conformed to the guidelines of the Max Planck Society and the local animal authority (Regierung von Oberbayern &#x2013; Veterin&#x00E4;rwesen) and were approved in the License for animal experimentation # ROB-55.2Vet-2532.Vet_02-17-150.</p>
</sec>
<sec id="S2.SS2">
<title>Viral injections</title>
<p>Intracranial injections of Adeno Associated Viral suspensions were carried out according to standard methods. We injected 200&#x2013;400 nL of a viral suspension (see <xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref> for details about viruses) at a rate of 100 nL/min in dCA1 (AP, &#x2013;2.0 mm; ML, 1.4; DV, 1.4 mm) or in dCA3 (AP, &#x2013;2.0 mm; ML, 2.2; DV, 2.2 mm). Mice were allowed to recover for a minimum of 10 days.</p>
</sec>
<sec id="S2.SS3">
<title>Plasmid and virus production</title>
<p>To produce the TRE-pre-mGRASP construct, an AAV vector backbone with the TRE promoter was obtained from pAAV-TRE-tdTomato-WPRE (#104112, Addgene) <italic>via Eco</italic>RI and <italic>Hin</italic>dIII digestion. The pre-mGRASP-mCerulean encoding sequence was amplified from pAAV-CAG-pre-mGRASP-mCerulean (#34910, Addgene) by polymerase chain reaction (PCR) using two oligonucleotide primers containing <italic>Eco</italic>RI and <italic>Hin</italic>dIII restriction sites (5&#x2032;-caagaattcATGCCACCTTCTACTAGTC-3&#x2032; and 5&#x2032;- cacaagcttTCACTTGTACAGCTCATC-3&#x2032;) and inserted into the pAAV-TRE backbone, after digestion with <italic>Eco</italic>RI and <italic>Hin</italic>dIII. For TRE-Post-mGRASP-2A-tdTomato, the Post-mGRASP-2A-tdTomato encoding sequence was amplified from pAAV-CAG-Post-mGRASP-2A-tdTomato (#34912, Addgene) by PCR using two oligonucleotide primers containing <italic>Eco</italic>RI and <italic>Hin</italic>dIII restriction sites (5&#x2032;- caagaattcATGGCACTTCCTAGATGTATG-3&#x2032; and 5&#x2032;-gatAAGCTTACTTATACAGCTCATCC-3&#x2032;) and inserted into pAAV-TRE backbone, after digestion with <italic>Eco</italic>RI and <italic>Hin</italic>dIII. The plasmids were transformed into stbl2 <italic>E. coli</italic> (#10268019, Invitrogen) grown on Ampicillin (100 &#x03BC;g/ml, #A9518-5G, Sigma)&#x2013;LB agar (#244520, BD DifcoTM) plates. Positive clones were sequenced (Cosmogenetech, Korea), and the results were analyzed with DNASTAR Navigator (DNASTAR, Madison, WI, USA). The viral particles were produced by the Gene Therapy Center Vector Core at the University of North Carolina at Chapel Hill, Chapel Hill, NC (UNC Vector Core) or by the Viral vector facility of the ETH (Zurich).</p>
</sec>
<sec id="S2.SS4">
<title>cFostTA-dependent labeling of neurons</title>
<p>The Tet-off system enables to mark cells expressing the IEG <italic>cFos</italic> only when Tetracycline or its analogous Doxycycline (DOX) is absent in the organism. Thus, immediately after viral injection, mice were switched to DOX-containing chow (200 mg. DOX/kg. chow, Bio-Serv) to prevent cFostTA-dependent expression. Three weeks after viral injection we switched the mice to normal chow and on the following day we placed mice in a novel EE for 16 h or performed TFC training. A total of 5 h after exploration of EE or TFC mice were switched back to DOX-containing chow until the time they were sacrificed.</p>
</sec>
<sec id="S2.SS5">
<title>ArcCre<sup>ERT2</sup>-dependent labeling of neurons</title>
<p>Mice received a single intraperitoneal injection of tamoxifen (175 mg/kg of body weight) right before being placed into the EE or 30&#x2019; before TFC training. Tamoxifen was dissolved in 5% of the final volume in 100% Ethanol and further diluted with corn oil to a final concentration of 10 mg/ml. The solution was heated up to 37&#x00B0;C before injection. After exposure to the EE (16 h) or TFC training mice were transferred back into their HC.</p>
</sec>
<sec id="S2.SS6">
<title>Enriched environment</title>
<p>Enriched environments were created by connecting two rat-cages (37 cm &#x00D7; 60 cm) with an acrylic tunnel (20 cm &#x00D7; 15 cm) resulting in a total area 4,440 cm<sup>2</sup>. Enriched cages contained tunnels, wooden climbing sticks, wooden shelters, running wheels, seesaws, cotton pads, hair curlers, wooden blocks, swinging hammocks, and toys which mice could open and which contained food pellets. Cages also contained a second level connected to the ground floor by a wooden ladder and consisting of a wooden board and climbing ropes allowing mice to reach the lid grit. Food was hidden in the bedding material and spread around the arena to encourage mice to explore the environment.</p>
</sec>
<sec id="S2.SS7">
<title>Trace fear conditioning</title>
<p>On the training day mice were put into a square conditioning chamber (19 cm &#x00D7; 19 cm, black metal walls, stainless steel grid floor, white light illumination, and ethanol odor) (Panlab) which we defined as Context A. Following 3 min of habituation, mice received 3 pairings of a tone (80 dB, 9 kHz, 20 s duration, CS) and a mild electric foot shock (0.75 mA, 1 s duration, USA) with a trace of 15 s between the tone and the shock and an intra trial interval of 105 s. On probe day mice were tested for their memory recall. To test context memory recall we placed mice into Context A for 3 min. The position of the mouse was tracked automatically and the freezing response was recorded and quantified in real-time with ANY-maze (Stoelting). The amount of freezing was calculated as the percentage of total exploration time during which the mice were immobile. Immobility for more than 250 ms was scored as freezing.</p>
</sec>
<sec id="S2.SS8">
<title>Histology</title>
<p>We perfused mice intracardially with 1&#x00D7; phosphate-buffered saline (PBS) containing Heparin followed by 4% paraformaldehyde (PFA) in PBS. We then dissected the brains and placed them in 4% PFA in 1&#x00D7; PBS for 24 h, at 4<sup>&#x00B0;</sup>C. Brains were then transferred to 30% sucrose in PBS for 48 h, at 4<sup>&#x00B0;</sup>C. Brain slices (50 &#x03BC;m thick) were prepared with a vibratome (Microm HM 650 V, Thermo Scientific). Slices were permeabilized with 0.2% Triton X-100 in PBS for 1 h and later quenched with 150 mM Glycine in ddH<sub>2</sub>0 for 15 min. Slices were incubated with DAPI (1:1000 in PBS, Thermo Fisher) for 5 min washed with PBS and mounted onto slides with mounting medium (Vectashield).</p>
</sec>
<sec id="S2.SS9">
<title>Quantification of the fluorescent markers</title>
<p>To quantify the proportion of RFP-, dTomato, or tdTomato-positive dCA1 cells we used a confocal microscope (Zeiss LSM 800) and acquired image stacks (319.28 &#x03BC;m<sup>2</sup> single section area, 5 &#x03BC;m z-step, 8&#x2013;10 focal planes) of five representative fields in the dCA1 or dCA3 per mouse using a 40&#x00D7; objective [Zeiss Plan-Apochromat 40&#x00D7;/1.4 NA Oil DIC (UV) VIS-IR]. We acquired DAPI (Thermo Fisher, 405 nm excitation and 465 nm emission wavelengths) or Syto60 (Thermo Fisher, 650 nm excitation and 680 nm emission wavelengths) fluorescence to identify neuronal nuclei and red fluorescence (561 nm excitation and 618 nm emission wavelengths) to identify RFP-, dTomato-, or tdTomato-positive cells. We then manually counted DAPI-positive, Syto60-positive and double positive cells using the ImageJ plugin Cell Counter. When the same neuron was visible in more than one z-slice we only counted it once in the z-plane in which the diameter of the soma was the largest.</p>
<p>To identify GFP-positive puncta we used a confocal microscope (Zeiss LSM 800) and acquired image stacks (319.28 &#x03BC;m<sup>2</sup> single section area, 1&#x2013;0.5 &#x03BC;m z-step, 8&#x2013;30 focal planes) of representative fields in the dCA1 per mouse using a 63&#x00D7; objective [Zeiss Plan-Apochromat 60&#x00D7;/1.5NA Oil DIC (UV) VIS-IR].</p>
</sec>
<sec id="S2.SS10">
<title>Statistical analysis</title>
<p>For statistics, we used the Kruskal&#x2013;Wallis test with Dunn&#x2019;s correction for multiple comparisons, paired Wilcoxon Signed-rank, Mann-Whitney U-test, one-way ANOVA with Sidak&#x2019;s correction for multiple comparisons and unpaired, two-tailed <italic>t</italic>-test. Prior to performing any statistical test, we tested all distributions to be tested for their likelihood of being Gaussian using the Shapiro&#x2013;wilk test. We then used non-parametric tests if at least one of the distributions was not Gaussian. Statistical analysis and plotting was done with Prism 8 (GraphPad) software. &#x002A;<italic>p</italic> &#x2264; 0.05, <sup>&#x002A;&#x002A;</sup><italic>p</italic> &#x2264; 0.01, <sup>&#x002A;&#x002A;&#x002A;</sup><italic>p</italic> &#x2264; 0.001, <sup>&#x002A;&#x002A;&#x002A;&#x002A;</sup><italic>p</italic> &#x003C; 0.0001.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>cFostTA-dependent expression of mGRASP</title>
<p>The promoter of the IEG <italic>cFos</italic> is extensively used to mark engram neurons in mice (<xref ref-type="bibr" rid="B36">Reijmers et al., 2007</xref>; <xref ref-type="bibr" rid="B28">Liu et al., 2012</xref>; <xref ref-type="bibr" rid="B31">Ramirez et al., 2013</xref>, <xref ref-type="bibr" rid="B32">2015</xref>; <xref ref-type="bibr" rid="B10">Denny et al., 2014</xref>; <xref ref-type="bibr" rid="B24">Kawashima et al., 2014</xref>; <xref ref-type="bibr" rid="B35">Redondo et al., 2014</xref>; <xref ref-type="bibr" rid="B39">Tanaka et al., 2014b</xref>; <xref ref-type="bibr" rid="B27">Kitamura et al., 2017</xref>; <xref ref-type="bibr" rid="B9">DeNardo et al., 2019</xref>; <xref ref-type="bibr" rid="B42">Visser et al., 2020</xref>; <xref ref-type="bibr" rid="B21">Hwang et al., 2022</xref>) and it has recently been used to label synaptic contacts between engram neurons using the eGRASP system (<xref ref-type="bibr" rid="B8">Choi et al., 2018</xref>, <xref ref-type="bibr" rid="B7">2021</xref>; <xref ref-type="bibr" rid="B6">Choi and Kaang, 2022</xref>). However, it is unclear whether using other transsynaptic GFP complementation systems such as mGRASP, would also enable to label synaptic contacts between engram neurons. We thus tested whether the mGRASP system would yield labeling of synapses under the control of the <italic>cFos</italic> promoter. To this aim, we used a construct in which the <italic>cFos</italic> promoter drives expression of a tTA (<xref ref-type="bibr" rid="B46">Zhang et al., 2015</xref>) in combination with two viral constructs in which pre- and post-mGRASP are under the transcriptional control of the Tetracycline Responsive Element (TRE).</p>
</sec>
<sec id="S3.SS2">
<title>Kinetics of cFostTA-dependent expression in dorsal hippocampal CA1 and CA3</title>
<p>The tTA system leads to transient <italic>cFos</italic>-dependent gene expression and synaptic mGRASP should be most evident at the peak of cFostTA-dependent gene expression. We thus quantified the kinetics of cFostTA-dependent gene expression in dorsal hippocampal CA1 and CA3 (dCA1 and dCA3, respectively) upon exploration of an EE. To this aim, we injected the right dCA1 and left dCA3 of C57Bl6 animals each with two AAVs encoding for cFostTA and TRE-RFP (Red Fluorescent Protein), respectively (<xref ref-type="fig" rid="F1">Figures 1A, B</xref>). Immediately after viral transduction, we switched the mice to DOX-containing food to prevent cFostTA-dependent RFP expression. Three weeks after viral transduction we switched the mice to normal chow to enable RFP expression and on the following day we placed five groups of mice in EE for 16 h (<xref ref-type="fig" rid="F1">Figure 1C</xref>). After EE, we switched back the mice to DOX-containing food. We sacrificed different groups at different time points after induction and processed brain slices for confocal microscopy to quantify cFostTA-dependent RFP appearance in dCA1 and dCA3 (<xref ref-type="fig" rid="F1">Figures 1D, E</xref>). One additional group of mice was housed in their Home Cage (HC) and served as a control for baseline expression (<xref ref-type="fig" rid="F1">Figure 1C</xref>). In dCA1 the percentage of RFP-positive cells peaked at 3 days after induction (<xref ref-type="fig" rid="F1">Figure 1F</xref>). In dCA3 the percentage of RFP-positive cells at 3 and 5 days post induction was significantly higher than 0 h only by pairwise comparison (<xref ref-type="fig" rid="F1">Figure 1G</xref>). Altogether, these data show a trend toward peak expression for cFostTA-dependent RFP between 3 and 5 days after induction in both dCA1 and dCA3.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Kinetics of cFostTA-dependent expression of RFP in dorsal hippocampus. Schematic description of the viral injection sites in WT animals <bold>(A)</bold>, the viral constructs injected <bold>(B)</bold>, and the experimental design <bold>(C)</bold>. Confocal pictures, single Z-planes, of dCA1 <bold>(D)</bold> and dCA3 <bold>(E)</bold> at different time points after induction of c-FOS-dependent expression of RFP upon exposure to EE. Red, RFP; blue, DAPI. White triangles indicate RFP-positive cells. D, Dorsal, V, Ventral. Scale bar = 20 &#x03BC;m. <bold>(F)</bold> The percentage of RFP-expressing over DAPI-positive cells in dCA1 at 3 days was significantly higher than 0 h and HC (<italic>p</italic><sub>0h&#x2013;24h</sub> &#x003E; 0.999, &#x002A;<italic>p</italic><sub>0h&#x2013;3d</sub> = 0.02, <italic>p</italic><sub>0h&#x2013;5d</sub> &#x003E; 0.999, <italic>p</italic><sub>0h&#x2013;7d</sub> &#x003E; 0.89, <italic>p</italic><sub>0h&#x2013;HC</sub> &#x003E; 0.99; <italic>n</italic><sub>0h</sub> = 5, <italic>n</italic><sub>24h</sub> = 5, <italic>n</italic><sub>3d</sub> = 7, <italic>n</italic><sub>5d</sub> = 3, <italic>n</italic><sub>7d</sub> = 5, <italic>n</italic><sub>HC</sub> = 5; Kruskal&#x2013;Wallis test after Dunn&#x2019;s correction for multiple comparisons). <bold>(G)</bold> The percentages of RFP-expressing over DAPI-positive cells in dCA3 at 3 and 5 days were significantly higher than 0 h when compared directly (<italic>p</italic><sub>3d&#x2013;0h</sub> = 0.019 and <italic>p</italic><sub>5d&#x2013;0h</sub> = 0.035; <italic>n</italic><sub>3d</sub> = 7, <italic>n</italic><sub>0h</sub> = 5, <italic>n</italic><sub>HC</sub> = 5; Mann&#x2013;Whitney U-test) but showed only a trend after correction for multiple comparisons (<italic>p</italic> = 0.076; Kruskal&#x2013;Wallis test after Dunn&#x2019;s correction for multiple comparisons).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnbeh-16-1072571-g001.tif"/>
</fig>
</sec>
<sec id="S3.SS3">
<title>cFostTA-dependent expression of mGRASP upon exposure to enriched environment or trace fear conditioning labels a subset of dCA1 cells without apparent GFP reconstitution</title>
<p>To characterize the peak of cFostTA-dependent mGRASP expression, we quantified the kinetics of dTomato expression in the dCA1 upon exposure to EE. To this aim, we injected the right dCA1 of C57Bl6 mice with two AAVs encoding for cFostTA and TRE-post-mGRASP and the left dCA3 of the same animals with two AAVs encoding for cFostTA and TRE-pre-mGRASP (<xref ref-type="fig" rid="F2">Figures 2A, B</xref>) and switched the mice to DOX-containing food. Three weeks after viral transduction we switched to normal chow and on the following day we placed mice in a novel EE for 16 h (<xref ref-type="fig" rid="F2">Figure 2C</xref>). After EE, we switched the mice back to DOX-containing food. We sacrificed each group at a different time point after induction to quantify <italic>cFos</italic>-dependent dTomato appearance in dCA1 (<xref ref-type="fig" rid="F2">Figure 2D</xref>). One group of mice was housed in their Home Cage (HC) and served as a control for baseline expression (<xref ref-type="fig" rid="F2">Figure 2C</xref>). In dCA1 the percentage of dTomato-positive cells peaked at 3 days after induction (<xref ref-type="fig" rid="F2">Figures 2D, E</xref>), consistently with the previous experiment. We also detected mCerulean-positive cells in the contralateral CA3 at 3 days after induction (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figures 1A, B</xref>). However, we could not detect any GFP reconstitution on dendrites or somas of dTomato-expressing dCA1 neurons (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figure 1C</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>cFostTA-dependent expression of mGRASP in dCA1 upon exposure to an Enriched Environment or Trace Fear Conditioning. Schematic description of the viral injection sites in WT animals <bold>(A)</bold>, the viral constructs injected <bold>(B)</bold> and the experimental design <bold>(C)</bold> to determine the expression kinetics of post-mGRASP in dCA1 under the control of cFos upon exposure to EE or HC. <bold>(D)</bold> Confocal pictures, single Z-planes, of dCA1 at different time points after induction of post-mGRASP expression. Red, dTomato; blue, DAPI. White triangles indicate RFP-positive cells. D, Dorsal, V, Ventral. Scale bar = 20 &#x03BC;m. <bold>(E)</bold> Percentage of dTomato-expressing over DAPI-positive cells in dCA1 after exposure to EE or HC. The levels of dTomato reached a peak at 3 days (<italic>p</italic><sub>3d&#x2013;24h</sub> = 0.01, <italic>p</italic><sub>3d&#x2013;5d</sub> = 0.7, <italic>p</italic><sub>3d&#x2013;7d</sub> = 0.3, <italic>p</italic><sub>3d&#x2013;10d</sub> = 0.037, <italic>p</italic><sub>3d&#x2013;HC</sub> = 0.048; all <italic>n</italic> = 5; Kruskal&#x2013;Wallis test after Dunn&#x2019;s correction for multiple comparisons). <bold>(F)</bold> Schematic description of the experimental design to determine the dCA1 expression levels of post-mGRASP under the control of cFos upon exposure to TFC, EE, or HC. <bold>(G)</bold> Confocal pictures, single Z-planes, of dCA1 at different time points after induction of post-mGRASP. Red, dTomato; blue, DAPI. White triangles indicate dTomato-positive cells. D, Dorsal, V, Ventral. Scale bar = 20 &#x03BC;m. <bold>(H)</bold> The percentage of dTomato-expressing over DAPI-positive cells in dCA1 was not significantly different after exposure to TFC, EE or HC (<italic>p</italic><sub>TFC&#x2013;HC</sub> = 0.41 and <italic>p</italic><sub>EE&#x2013;HC</sub> = 0.26, all <italic>n</italic> = 6; Kruskal&#x2013;Wallis test after Dunn&#x2019;s correction for multiple comparisons). <bold>(I)</bold> Percentage of freezing time during the context probe 3 days after TFC training (<italic>p</italic> = 0.03, <italic>n</italic> = 6; Wilcoxon Signed-rank test). &#x002A;<italic>p</italic> &#x003C; 0.05.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnbeh-16-1072571-g002.tif"/>
</fig>
<p>Next, we investigated the differences in cFostTA-driven dTomato induction upon exploration of an EE in comparison to learning of the hippocampal-dependent learning task Trace Fear Conditioning (TFC). To this aim we injected the brains of WT mice with AAVs and fed the mice with DOX-containing food as in the previous experiment (<xref ref-type="fig" rid="F2">Figures 2A, B</xref>). Three weeks after viral transduction we switched to normal chow and on the following day one group of mice underwent TFC, another group of mice explored an EE for 16 h and a third group of mice was housed in HC and served as a control group (<xref ref-type="fig" rid="F2">Figure 2F</xref>). The dTomato expression levels of the EE and HC mice were consistent with the previous experiment. However, we found virtually no dTomato-positive cell after TFC with only 1 out of 5 mice showing a single cell labeled in a single field of view (<xref ref-type="fig" rid="F2">Figures 2G, H</xref>), despite a significant recall of the association between context and shock (<xref ref-type="fig" rid="F2">Figure 2I</xref>). Under these conditions we could not detect any GFP reconstitution on dTomato-expressing dCA1 neurons.</p>
</sec>
<sec id="S3.SS4">
<title>ArcCre<sup>ERT2</sup>-dependent labeling of synaptic engrams</title>
<p>The promoter of the IEG <italic>Arc</italic> has also been used to mark engram neurons in mice (<xref ref-type="bibr" rid="B25">Kawashima et al., 2009</xref>, <xref ref-type="bibr" rid="B23">2013</xref>; <xref ref-type="bibr" rid="B10">Denny et al., 2014</xref>; <xref ref-type="bibr" rid="B3">Attardo et al., 2018</xref>; <xref ref-type="bibr" rid="B4">Castello-Waldow et al., 2020</xref>) but it has not been used to label synaptic contacts between engram neurons. We thus tested whether the mGRASP system could work under the control of <italic>Arc</italic> promotor. To this aim, we employed a transgenic mouse line previously used to label neurons active during a defined time window (<xref ref-type="bibr" rid="B16">Guenthner et al., 2013</xref>; <xref ref-type="bibr" rid="B4">Castello-Waldow et al., 2020</xref>). As in this line the promoter of the Arc gene drives expression of a Cre recombinase gated by Tamoxifen (TAM), we used viral constructs in which pre- and post-mGRASP were under the transcriptional control of Cre (<xref ref-type="bibr" rid="B26">Kim et al., 2011</xref>).</p>
</sec>
<sec id="S3.SS5">
<title>Kinetics of ArcCre<sup>ERT2</sup> -dependent expression in hippocampal dCA1 and dCA3</title>
<p>To identify the peak of <italic>Arc</italic>-dependent expression, we quantified the kinetics of tdTomato appearance in the hippocampal dCA1 and dCA3 upon exposure to EE. To this aim, we crossed the ArcCre<sup>ERT2</sup> transgenic mouse line with the Ai9 transgenic mouse line to obtain a double transgenic line (ArcCre<sup>ERT2</sup>-Ai9) in which the onset of <italic>Arc</italic>-dependent tdTomato expression was gated by TAM injection (<xref ref-type="fig" rid="F3">Figure 3A</xref>). We had previously determined the appearance kinetics upon a 16 h-long exposure to an EE in the dCA1 and found a significant increase in tdTomato-positive cells plateauing at 7 days after induction [<xref ref-type="fig" rid="F3">Figures 3B&#x2013;D</xref>, modified from <xref ref-type="bibr" rid="B4">Castello-Waldow et al. (2020)</xref>]. Now, we used five additional groups of the ArcCre<sup>ERT2</sup>-Ai9 double transgenic mice to perform the same quantification in the dCA3. We injected a single dose of TAM intraperitoneally in all groups right before exploration of EE and quantified tdTomato appearance at different time points (<xref ref-type="fig" rid="F3">Figures 3E, F</xref>). The number of tdTomato-positive cells was higher than 0 at all time points, from 24 h to 10 days, with peak expression at 10 days after induction (<xref ref-type="fig" rid="F3">Figure 3G</xref>). Expression levels in dCA1 were higher than in dCA3 within the 10 days time window (<xref ref-type="fig" rid="F3">Figure 3H</xref>). Altogether, these data show a peak expression for ArcCre<sup>ERT2</sup>-driven tdTomato between 7 and 10 days after induction in both dCA1 and dCA3.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Kinetics of ArcCre<sup>ERT2</sup>-dependent expression of tdTomato in dorsal hippocampus upon exposure to an Enriched Environment. <bold>(A)</bold> Schematic description of ArcCre<sup>ERT2</sup>&#x2014;Ai9 double transgenic animals. <bold>(B)</bold> Confocal pictures, single Z-planes, of dCA1 at different time points after induction of tdTomato expression. Red, tdTomato; blue, DAPI. White triangles indicate tdTomato-positive cells. D, Dorsal, V, Ventral. Scale bar = 20 &#x03BC;m. Modified from <xref ref-type="bibr" rid="B4">Castello-Waldow et al. (2020)</xref>. <bold>(C)</bold> Percentage of tdTomato-expressing over DAPI-positive cells in dCA1 at different time points after exposure to EE. The levels of tdTomato at 7 and 10 days were significantly higher than baseline (0 h) (<italic>p</italic><sub>7d&#x2013;0h</sub> = 0.0012 and <italic>p</italic><sub>10d&#x2013;0h</sub> = 0.0007, all other <italic>p</italic> &#x003E; 0.14, all <italic>n</italic> = 5; Kruskal&#x2013;Wallis test after Dunn&#x2019;s correction for multiple comparisons). Modified from <xref ref-type="bibr" rid="B4">Castello-Waldow et al. (2020)</xref>. <bold>(D)</bold> Single exponential fit to the time course of ArcCreER<sup>T2</sup>-dependent tdTomato expression shown in C. Plateau = 60%, <italic>R</italic><sup>2</sup> = 0.96. Circles represent single datapoints (percentage of tdTomato-expressing over DAPI-positive cells in dCA1 at different time points after exposure to EE per mouse), dashed line is the best fit curve. <bold>(E)</bold> Schematic description of the experimental design to determine the expression kinetics of tdTomato in dCA3 under the control of endogenous Arc upon exposure to EE. <bold>(F)</bold> Confocal pictures, single Z-planes, of dCA3 at different time points after induction of tdTomato expression. Red, tdTomato; blue, DAPI. White triangles indicate tdTomato-positive cells. D, Dorsal, V, Ventral. Scale bar = 20 &#x03BC;m. <bold>(G)</bold> Percentage of tdTomato-expressing over DAPI-positive cells in dCA1 at different time points after exposure to EE. The levels of tdTomato were significantly higher than baseline (0 h) on all days (<italic>p</italic><sub>24&#x2013;0h</sub> = 0.03, <italic>p</italic><sub>48h&#x2013;0h</sub> = 0.03, <italic>p</italic><sub>7d&#x2013;0h</sub> &#x003C; 0.0001, <italic>p</italic><sub>10d&#x2013;0h</sub> = 0.0091; <italic>n</italic><sub>0h</sub> = 1, <italic>n</italic><sub>24h</sub> = 2, <italic>n</italic><sub>48h</sub> = 2, <italic>n</italic><sub>7d</sub> = 5, <italic>n</italic><sub>10d</sub> = 4; One-sample <italic>t</italic>-test). Comparison to the 24 h timepoint retrieved a trend at time point 7 days and a significant increase at time point 10 (<italic>p</italic><sub>48h&#x2013;24h</sub> = 0.93, <italic>p</italic><sub>7d&#x2013;24h</sub> = 0.0719, <italic>p</italic><sub>10d&#x2013;24h</sub> = 0.025; <italic>n</italic><sub>24h</sub> = 2, <italic>n</italic><sub>48h</sub> = 2, <italic>n</italic><sub>7d</sub> = 5, <italic>n</italic><sub>10d</sub> = 4; One-way ANOVA with Sidak correction for multiple comparisons). <bold>(H)</bold> Ratio of dCA1 over dCA3 tdTomato expression levels at different time points after induction. &#x002A;<italic>p</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01, &#x002A;&#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.0001.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnbeh-16-1072571-g003.tif"/>
</fig>
</sec>
<sec id="S3.SS6">
<title><italic>Arc</italic>-dependent expression of mGRASP upon exposure to enriched environment or trace fear conditioning labels a subset of dCA1 cells and yields GFP reconstitution</title>
<p>While cFostTA-dependent dTomato expression peaked at 3 days after induction (<xref ref-type="fig" rid="F2">Figure 2E</xref>), ArcCreER<sup>T2</sup>-dependent labeling followed longer time scales (<xref ref-type="fig" rid="F3">Figure 3C</xref>). Thus to compare cFostTA- <italic>versus</italic> ArcCre<sup>ERT2</sup>-dependent mGRASP expressions, we quantified ArcCre<sup>ERT2</sup>-dependent dTomato appearance in the hippocampal dCA1 at an earlier (3 days) and a later (7 days) time points after overnight exposure to EE. To this aim, we injected the right dCA1 and the left dCA3 of two groups of ArcCre<sup>ERT2</sup> mice with AAVs encoding for Cre-dependent-post-mGRASP and Cre-dependent-pre-mGRASP, respectively (<xref ref-type="fig" rid="F4">Figures 4A, B</xref>). Three weeks after viral transduction we injected a single dose of TAM (175 mg/kg) intraperitoneally in all groups right before exploration of EE and quantified ArcCre<sup>ERT2</sup>-dependent dTomato appearance 3 or 7 days later (<xref ref-type="fig" rid="F4">Figure 4C</xref>). We detected dTomato-positive cells in dCA1 (<xref ref-type="fig" rid="F4">Figure 4D</xref>) and the percentage of dTomato-expressing cells was higher at 7 days than at 3 days after induction (<xref ref-type="fig" rid="F4">Figure 4E</xref>). Interestingly, while the proportion of cells positive for cFostTA- and ArcCre<sup>ERT2</sup>-dependent dTomato was similar at 3 days after induction (7.5 and 9.2% of all DAPI cells, respectively), at 7 days the number of cells positive for ArcCre<sup>ERT2</sup>-dependent dTomato was significantly higher than the number of cells positive for cFostTA-dependent dTomato (3 and 23% of all DAPI cells, respectively) (<xref ref-type="fig" rid="F4">Figure 4F</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>ArcCre<sup>ERT2</sup>-dependent expression of mGRASP in dCA1 upon exposure to an Enriched Environment or Trace Fear Conditioning. Schematic description of the viral injection sites in ArcCre<sup>ERT2</sup> transgenic animals <bold>(A)</bold> and the viral constructs injected <bold>(B)</bold>. <bold>(C)</bold> Experimental design to determine the expression levels of post-mGRASP in dCA1 under the control of Arc at two different time points after exposure to EE. <bold>(D)</bold> Confocal pictures, single Z-planes, of dCA1 at different time points after induction of post-mGRASP expression. Red, dTomato; blue, DAPI. White triangles indicate dTomato-positive cells. D, Dorsal, V, Ventral. Scale bar = 20 &#x03BC;m. <bold>(E)</bold> Percentage of dTomato-expressing over DAPI-positive cells in dCA1 3 and 7 days after exposure to EE. The level of dTomato at 7 days was significantly higher than at 3 days (<italic>p</italic> = 0.0095; <italic>n</italic><sub>3</sub> = 4, <italic>n</italic><sub>7</sub> = 6; Mann&#x2013;Whitney U-test). <bold>(F)</bold> Percentage of dTomato-expressing over DAPI-positive cells in dCA1 3 and 7 days after exposure to EE in the cFostTA (striped) or ArcCre<sup>ERT2</sup> (solid) systems. The level of dTomato at 7 days was significantly higher in the ArcCre<sup>ERT2</sup> system than at 3 and 7 days in the cFostTA system (<italic>p</italic><sub>7dArc7dFOS</sub> = 0.0005, <italic>p</italic><sub>7dArc3dFOS</sub> = 0.017, all other <italic>p</italic> &#x003E; 0.31; <italic>n</italic><sub>7dArc</sub> = 6, <italic>n</italic><sub>7dFOS</sub> = 5, <italic>n</italic><sub>3dArc</sub> = 4, <italic>n</italic><sub>3dFOS</sub> = 10; Kruskal&#x2013;Wallis test after Dunn&#x2019;s correction for multiple comparisons). <bold>(G)</bold> Confocal pictures, single Z-planes, of apical (right) and basal (left) dendritic segments of dCA1 pyramidal neurons at 7 days after induction of post-mGRASP expression showing GFP-fluorescent puncta colocalizing with dTomato-positive dendritic segments. Red, dTomato; green, GFP. White triangles indicate synaptic GFP reconstitution. D, Dorsal, V, Ventral. Scale bars = 5 &#x03BC;m. <bold>(H)</bold> Experimental design to determine the dCA1 and dCA3 expression levels of post-mGRASP under the control of Arc after TFC. <bold>(I)</bold> Confocal picture, single Z-plane, of dCA1 7 days after induction of post-mGRASP expression. Red, dTomato; blue, DAPI. White triangles indicate dTomato-positive cells. D, Dorsal, V, Ventral. Scale bar = 20 &#x03BC;m. <bold>(J)</bold> Percentage of dTomato- (dCA1) or mCerulean- (dCA3) expressing over DAPI- (dCA1) or Syto60- (dCA3) positive cells 7 days after exposure to FC. <bold>(K)</bold> Percentage of freezing time during the context probe 7 days after TFC training (<italic>p</italic> = 0.015, <italic>n</italic> = 7; Wilcoxon Signed-rank test). <bold>(L)</bold> Confocal pictures, single Z-planes, of a dCA1 pyramidal neuron and dendritic segments (insets) 7 days after induction of post-mGRASP expression showing GFP-fluorescent puncta colocalizing with dTomato-positive dendritic segments. Red, dTomato; green, GFP. White triangles indicate synaptic GFP reconstitution. Inset number 2 is rotated 90 degrees from the original orientation. Scale bars: left = 10 &#x03BC;m, middle and right = 5 &#x03BC;m. &#x002A;<italic>p</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01, &#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnbeh-16-1072571-g004.tif"/>
</fig>
<p>Importantly, at 7 days&#x2013;but not at 3 days&#x2013;after induction we detected GFP reconstitution on approximately 40% of apical and basal dendrites of dTomato dCA1 neurons (<xref ref-type="fig" rid="F4">Figure 4G</xref> and <xref ref-type="supplementary-material" rid="FS2">Supplementary Figures 2A, B</xref>).</p>
<p>Finally, we tested whether the ArcCre<sup>ERT2</sup> system would also be able to visualize synaptic engrams after hippocampal-dependent learning. To this aim, we transduced another group of ArcCre<sup>ERT2</sup> mice as in the previous experiment, 3 weeks after viral transduction we injected a single dose of TAM intraperitoneally right before TFC training and quantified the number of dTomato-positive cells 7 days later (<xref ref-type="fig" rid="F4">Figure 4H</xref>). We detected dTomato expression in dCA1 7 days after induction (<xref ref-type="fig" rid="F4">Figure 4I</xref>). dTomato expression in dCA1 and mCerulean expression in dCA3 was limited to a very small fraction of cells (<xref ref-type="fig" rid="F4">Figure 4J</xref>), despite a significant recall of the association between context and shock (<xref ref-type="fig" rid="F4">Figure 4K</xref>). In a single instance, we detected GFP reconstitution on a small subset of dendrites of dTomato-expressing dCA1 neurons at 7 days after TFC training (<xref ref-type="fig" rid="F4">Figure 4L</xref>).</p>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>We used two different genetic schemes&#x2014;based on the expression of the IEGs cFos and Arc&#x2014;to express the virally encoded GFP transsynaptic complementation system mGRASP (<xref ref-type="bibr" rid="B26">Kim et al., 2011</xref>), with the aim to label structural synaptic engrams in the hippocampal dCA1 of mice. While both schemes are based on activity-dependent transcription, they show important differences. In the cFostTA-based scheme, the promoter of <italic>cFos</italic> is encoded in a viral construct and controls (virally transduced) mGRASP expression through the tTA-TRE system, while in the ArcCre<sup>ERT2</sup>-based scheme the promoter of <italic>Arc</italic> is endogenous to the genome and controls (virally transduced) mGRASP expression through the Cre-Lox system. These differences affect the expression kinetics of the reporters and thus (i) the kinetics of mGRASP-positive cells appearance, (ii) the number of mGRASP-positive cells, and (iii) the detection of transsynaptic GFP reconstitution.</p>
<sec id="S4.SS1">
<title>cFostTA and ArcCreER<sup>T2</sup> systems display different expression kinetics</title>
<p>Appearance of cFostTA-dependent expression peaked at approximately 3 days after induction by exploration of an EE, with the number of dTomato-positive cells 10 days after induction being statistically indistinguishable from baseline in mice transduced with the TRE-post-mGRASP construct. This is because the cFostTA system triggers only transient expression of the reporter as the tTA drives transcription only during the time window where DOX is not present. Thus, after the induction peak, dTomato is degraded and its expression levels fall to baseline. In contrast, in the ArcCre<sup>ERT2</sup> system the number of tdTomato-positive cells increased and reached plateau at 7 days after induction. This is because the ArcCre<sup>ERT2</sup> system triggers transcription when TAM is present and expresses the reporter constitutively after that. Thus, after the induction peak, dTomato keeps being replenished and its expression levels plateau rather than falling back to baseline.</p>
</sec>
<sec id="S4.SS2">
<title>The ArcCreER<sup>T2</sup> system labels more dCA1 cells than the cFostTA system</title>
<p>At peak expression after EE exploration&#x2014;3 days for the cFos and 7 days for Arc system&#x2014;we detected almost three times as many ArcCre<sup>ERT2</sup>- as cFostTA-dTomato positive cells. Although, the IEGs cFos and Arc mark non-fully overlapping neuronal populations, their mRNAs are found in a similar proportion of cells upon activation (<xref ref-type="bibr" rid="B17">Guzowski et al., 2001</xref>; <xref ref-type="bibr" rid="B29">Miyashita et al., 2009</xref>). Thus, the difference we observe must be due to difference between the genetic systems we employ rather than the IEG promoters. In particular, we think that the higher accumulation of ArcCre<sup>ERT2</sup>-dependent dTomato in combination with the detection threshold of dTomato fluorescence at the single-cell level might explain the difference in numbers between ArcCre<sup>ERT2</sup>- and cFostTA-dTomato positive cells. Arc expression is not uniform, with active cells expressing the IEG at different levels upon induction (<xref ref-type="bibr" rid="B3">Attardo et al., 2018</xref>). As such, also the expression of Arc-driven Cre<sup>ERT2</sup> is bound not to be uniform, with some cells expressing higher and some others lower levels of Cre<sup>ERT2</sup>. As the mGRASP is virally transduced, each cell contains multiple copies of the DNA encoding for dTomato, hence the limiting factor for dTomato production is likely the amount of Cre<sup>ERT2</sup>. Higher-Cre<sup>ERT2</sup>-expressing cells will be able to produce amounts of dTomato sufficient to cross the threshold of detectability earlier, while lower-expressing cells will require longer accumulation of dTomato in order to cross the threshold for detectability. Importantly, this buildup is absent in the cFostTA system as tTA-dependent transcription is switched off by DOX administration, thus lower-cFostTA-expressing cells do not have the time to accumulate enough dTomato to cross the detectability threshold. Hence, in the cFostTA system at its expression peak only the subset of higher-cFostTA-expressing cells will be detectable as dTomato-positive. In contrast, a larger number of ArcCre<sup>ERT2</sup>-expressing cells&#x2014;including lower- and higher-expressing cells&#x2014;will be detectable as dTomato-positive in the ArcCre<sup>ERT2</sup> system at its expression peak. In other words, the cFostTA system works as a high-pass filter over the <italic>cFos</italic> expression range while the ArcCre<sup>ERT2</sup> system integrates over the <italic>Arc</italic> expression range.</p>
</sec>
<sec id="S4.SS3">
<title>Transsynaptic GFP reconstitution in the ArcCreER<sup>T2</sup> but not in the cFostTA system</title>
<p>As a consequence of the integrative process in the ArcCre<sup>ERT2</sup> system, higher-ArcCre<sup>ERT2</sup>-expressing cells at 7 days will also accumulate a greater amount of GFP in comparison to higher-cFostTA-expressing cells at 3 days. This explains why we detected GFP reconstitution only in the ArcCre<sup>ERT2</sup>&#x2014;but not the cFostTA&#x2014;system and only at 7 days&#x2014;but not at 3 days&#x2014;after induction. Further protein buildup in the ArcCre<sup>ERT2</sup> system might be necessary to achieve an amount of GFP sufficient to cross the threshold for detectability or even possibly for transsynaptic reconstitution. Recent work did, however, report GFP reconstitution in the dual eGRASP system under the control of cFostTA (<xref ref-type="bibr" rid="B8">Choi et al., 2018</xref>, <xref ref-type="bibr" rid="B7">2021</xref>). This discrepancy is most likely due to the fact that in the aforementioned study the split GFP was engineered with an additional S72A mutation and to take advantage of the stronger interaction between peptide p40 and the SH3 domain in the post-eGRASP construct to enhance fluorescence (<xref ref-type="bibr" rid="B8">Choi et al., 2018</xref>), thus using the eGRASP system might lead to a brighter labeling.</p>
<p>The level of ArcCre<sup>ERT2</sup>-driven accumulation of mGRASP proteins in single cells did not depend on the behavioral stimulus that triggered cellular activity, as we detected GFP reconstitution in dCA1 after exploration of EE as well as after TFC training. However, TFC training marked a smaller subset of cells than exploration of an EE in dCA1 and dCA3 of ArcCre<sup>ERT2</sup> mice [this work <xref ref-type="fig" rid="F4">Figures 4E, J</xref>, and (<xref ref-type="bibr" rid="B4">Castello-Waldow et al., 2020</xref>)] and higher sparseness of pre- and postsynaptic mGRASP-expressing cells makes detection of GFP puncta much less likely. This explains why we detected GFP reconstitution after TFC training only very sporadically.</p>
</sec>
<sec id="S4.SS4">
<title>Enduring structural connectivity between dCA3 and CA1 Arc-expressing cells upon learning</title>
<p>The observation of mGRASP <italic>trans</italic> synaptic reconstitution between dCA3 and dCA1 Arc-positive cells indicates that structural connectivity between Arc-expressing neuronal ensembles is present 1 week after memory encoding. This result is consistent with the hypothesis that enduring synaptic connectivity can re-entrain a memory state days after memory acquisition <xref ref-type="bibr" rid="B22">Josselyn and Tonegawa, 2020</xref>). However, as hippocampal CA1 excitatory synaptic network is highly dynamic (<xref ref-type="bibr" rid="B2">Attardo et al., 2015</xref>; <xref ref-type="bibr" rid="B30">Pfeiffer et al., 2018</xref>) and the Arc-based system is always driving transcription of mGRASP after induction, we cannot distinguish between synapses that were present at memory acquisition and synapses that were added at a later time point. Importantly, as mGRASP expression in the ArcCre<sup>ERT2</sup>-dependent system provides long term labeling of synaptic engrams, it could be combined with longitudinal intravital optical imaging to tackle this issue. In fact, this combination would enable not only to detect the presence but also to track the persistence of synaptic engrams and thus to follow the temporal evolution of synaptic engrams in live mice over several weeks; thereby, enabling to investigate the function of synaptic engrams in the face of continuous learning.</p>
</sec>
</sec>
<sec id="S5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="S6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>This animal study was reviewed and approved by Regierung von Oberbayern &#x2013; Veterin&#x00E4;rwesen.</p>
</sec>
<sec id="S7" sec-type="author-contributions">
<title>Author contributions</title>
<p>BM and SS performed the majority of the experiments and analyzed the data. AU, TC-W, and RH performed a subset of the experiments. AC and AA procured funding. AU and AA designed the experiments. AU, HK, NH, and AA supervised the project. AA wrote the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>AC was supported by an FP7 Grant from the ERC, the ERANET and I-CORE programs, the Israeli Ministry of Health, the BMBF, the Nella and Leon Benoziyo Center for Neurological Diseases, the Henry Chanoch Krenter Institute for Biomedical Imaging and Genomics, The ISF, the Perlman Family, the Adelis, Marc Besen, Pratt, and Irving I. Moskowitz foundations and by Roberto and Renata Ruhman, and Bruno and Simone Lich. AA was supported by the Leibniz Institute for Neurobiology, the Deutsche Forschungsgemeinschaft (DFG, grants: #AT205/1-1, #AT205/7-1, #AT205/9-1, and #AT205/10-1) and the Schram Foundation (#T287/29575/2017). The funders were not involved in the study design, collection, analysis, interpretation of data, the writing of this article, or the decision to submit it for publication.</p>
</sec>
<ack><p>We thank Jihuyn Kim and Jinhuyn Kim (Brain Science Institute, Korea Institute of Science and Technology) for early access to the TREmGRASP constructs and for constructive comments to the manuscript, Dr. Jan Deussing and the GEMM core facility for mouse genotyping and support, and Albin Varga and the animal caretakers for mouse colonies maintenance.</p>
</ack>
<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>
<sec id="S11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fnbeh.2022.1072571/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fnbeh.2022.1072571/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.docx" id="TS1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Image_1.TIF" id="FS1" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Figure 1</label>
<caption><p>cFostTA-dependent expression of mCerulean in dCA3 and of dTomato in dCA1 without GFP reconstitution. <bold>(A)</bold> Schematic description of the viral constructs injected. <bold>(B)</bold> Confocal picture, single Z-plane, of dCA3 3 days after induction of c-FOS-dependent expression of mCerulean upon exposure to EE. Red, Syto60; Cyan, mCerulean. White triangles indicate mCerulean-positive cells. L, Lateral, M, Medial. Scale bar = 10 &#x03BC;m. <bold>(C)</bold> Confocal picture, Maximum Intensity Projection of 5 Z-plane, of dCA1 3 days after induction of c-FOS-dependent expression of mCerulean upon exposure to EE. Red, dTomato; Green, GFP. Scale bar = 7 &#x03BC;m.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Image_2.TIF" id="FS2" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Figure 2</label>
<caption><p>A subset of dTomato + dCA1 dendrites show GFP reconstitution. <bold>(A)</bold> Schematic description of the viral constructs injected. <bold>(B)</bold> The percentage of apical and basal dTomato-expressing dCA1 dendrites showing GFP reconstitution was not significantly different (<italic>p</italic> = 0.45; <italic>n</italic><sub>Apical</sub> = 7, <italic>n</italic><sub>Basal</sub> = 5, image stacks; unpaired <italic>t</italic>-test).</p></caption>
</supplementary-material>
</sec>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Albarran</surname> <given-names>E.</given-names></name> <name><surname>Raissi</surname> <given-names>A.</given-names></name> <name><surname>J&#x00E1;idar</surname> <given-names>O.</given-names></name> <name><surname>Shatz</surname> <given-names>C. J.</given-names></name> <name><surname>Ding</surname> <given-names>J. B.</given-names></name></person-group> (<year>2021</year>). <article-title>Enhancing motor learning by increasing the stability of newly formed dendritic spines in the motor cortex.</article-title> <source><italic>Neuron</italic></source> <volume>109</volume> <fpage>3298.e</fpage>&#x2013;<lpage>3311.e</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2021.07.030</pub-id> <pub-id pub-id-type="pmid">34437845</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Attardo</surname> <given-names>A.</given-names></name> <name><surname>Fitzgerald</surname> <given-names>J. E.</given-names></name> <name><surname>Schnitzer</surname> <given-names>M. J.</given-names></name></person-group> (<year>2015</year>). <article-title>Impermanence of dendritic spines in live adult CA1 hippocampus.</article-title> <source><italic>Nature</italic></source> <volume>523</volume> <fpage>1</fpage>&#x2013;<lpage>17</lpage>. <pub-id pub-id-type="doi">10.1038/nature14467</pub-id> <pub-id pub-id-type="pmid">26098371</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Attardo</surname> <given-names>A.</given-names></name> <name><surname>Lu</surname> <given-names>J.</given-names></name> <name><surname>Kawashima</surname> <given-names>T.</given-names></name> <name><surname>Okuno</surname> <given-names>H.</given-names></name> <name><surname>Fitzgerald</surname> <given-names>J. E.</given-names></name> <name><surname>Bito</surname> <given-names>H.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Long-term consolidation of ensemble neural plasticity patterns in hippocampal area CA1.</article-title> <source><italic>Cell Rep.</italic></source> <volume>25</volume> <fpage>640.e</fpage>&#x2013;<lpage>650.e</lpage>. <pub-id pub-id-type="doi">10.1016/j.celrep.2018.09.064</pub-id> <pub-id pub-id-type="pmid">30332644</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Castello-Waldow</surname> <given-names>T. P.</given-names></name> <name><surname>Weston</surname> <given-names>G.</given-names></name> <name><surname>Ulivi</surname> <given-names>A. F.</given-names></name> <name><surname>Chenani</surname> <given-names>A.</given-names></name> <name><surname>Loewenstein</surname> <given-names>Y.</given-names></name> <name><surname>Chen</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Hippocampal neurons with stable excitatory connectivity become part of neuronal representations.</article-title> <source><italic>PLoS Biol.</italic></source> <volume>18</volume>:<issue>e3000928</issue>. <pub-id pub-id-type="doi">10.1371/journal.pbio.3000928</pub-id> <pub-id pub-id-type="pmid">33141818</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chenani</surname> <given-names>A.</given-names></name> <name><surname>Weston</surname> <given-names>G.</given-names></name> <name><surname>Ulivi</surname> <given-names>A. F.</given-names></name> <name><surname>Castello-Waldow</surname> <given-names>T. P.</given-names></name> <name><surname>Huettl</surname> <given-names>R.-E.</given-names></name> <name><surname>Chen</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2022</year>). <article-title>Repeated stress exposure leads to structural synaptic instability prior to disorganization of hippocampal coding and impairments in learning.</article-title> <source><italic>Transl. Psychiatry</italic></source> <volume>12</volume>:<issue>381</issue>. <pub-id pub-id-type="doi">10.1038/s41398-022-02107-5</pub-id> <pub-id pub-id-type="pmid">36096987</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Choi</surname> <given-names>D. I.</given-names></name> <name><surname>Kaang</surname> <given-names>B.-K.</given-names></name></person-group> (<year>2022</year>). <article-title>Interrogating structural plasticity among synaptic engrams.</article-title> <source><italic>Curr. Opin. Neurobiol.</italic></source> <volume>75</volume>:<issue>102552</issue>. <pub-id pub-id-type="doi">10.1016/j.conb.2022.102552</pub-id> <pub-id pub-id-type="pmid">35598549</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Choi</surname> <given-names>D. I.</given-names></name> <name><surname>Kim</surname> <given-names>J.</given-names></name> <name><surname>Lee</surname> <given-names>H.</given-names></name> <name><surname>Kim</surname> <given-names>J.</given-names></name> <name><surname>Sung</surname> <given-names>Y.</given-names></name> <name><surname>Choi</surname> <given-names>J. E.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>Synaptic correlates of associative fear memory in the lateral amygdala.</article-title> <source><italic>Neuron</italic></source> <volume>109</volume> <fpage>2717.e</fpage>&#x2013;<lpage>2726.e</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2021.07.003</pub-id> <pub-id pub-id-type="pmid">34363751</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Choi</surname> <given-names>J.-H.</given-names></name> <name><surname>Sim</surname> <given-names>S.-E.</given-names></name> <name><surname>Kim</surname> <given-names>J.</given-names></name> <name><surname>Choi</surname> <given-names>D. I.</given-names></name> <name><surname>Oh</surname> <given-names>J.</given-names></name> <name><surname>Ye</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Interregional synaptic maps among engram cells underlie memory formation.</article-title> <source><italic>Science</italic></source> <volume>360</volume> <fpage>430</fpage>&#x2013;<lpage>435</lpage>. <pub-id pub-id-type="doi">10.1126/science.aas9204</pub-id> <pub-id pub-id-type="pmid">29700265</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>DeNardo</surname> <given-names>L. A.</given-names></name> <name><surname>Liu</surname> <given-names>C. D.</given-names></name> <name><surname>Allen</surname> <given-names>W. E.</given-names></name> <name><surname>Adams</surname> <given-names>E. L.</given-names></name> <name><surname>Friedmann</surname> <given-names>D.</given-names></name> <name><surname>Fu</surname> <given-names>L.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Temporal evolution of cortical ensembles promoting remote memory retrieval.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>22</volume> <fpage>460</fpage>&#x2013;<lpage>469</lpage>. <pub-id pub-id-type="doi">10.1038/s41593-018-0318-7</pub-id> <pub-id pub-id-type="pmid">30692687</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Denny</surname> <given-names>C. A.</given-names></name> <name><surname>Kheirbek</surname> <given-names>M. A.</given-names></name> <name><surname>Alba</surname> <given-names>E. L.</given-names></name> <name><surname>Tanaka</surname> <given-names>K. F.</given-names></name> <name><surname>Brachman</surname> <given-names>R. A.</given-names></name> <name><surname>Laughman</surname> <given-names>K. B.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Hippocampal memory traces are differentially modulated by experience, time, and adult neurogenesis.</article-title> <source><italic>Neuron</italic></source> <volume>83</volume> <fpage>189</fpage>&#x2013;<lpage>201</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2014.05.018</pub-id> <pub-id pub-id-type="pmid">24991962</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Domi</surname> <given-names>E.</given-names></name> <name><surname>Xu</surname> <given-names>L.</given-names></name> <name><surname>Toivainen</surname> <given-names>S.</given-names></name> <name><surname>Nordeman</surname> <given-names>A.</given-names></name> <name><surname>Gobbo</surname> <given-names>F.</given-names></name> <name><surname>Venniro</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>A neural substrate of compulsive alcohol use.</article-title> <source><italic>Sci. Adv.</italic></source> <volume>7</volume>:<issue>eabg9045</issue>. <pub-id pub-id-type="doi">10.1126/sciadv.abg9045</pub-id> <pub-id pub-id-type="pmid">34407947</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Druckmann</surname> <given-names>S.</given-names></name> <name><surname>Feng</surname> <given-names>L.</given-names></name> <name><surname>Lee</surname> <given-names>B.</given-names></name> <name><surname>Yook</surname> <given-names>C.</given-names></name> <name><surname>Zhao</surname> <given-names>T.</given-names></name> <name><surname>Magee</surname> <given-names>J. C.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>structured synaptic connectivity between hippocampal regions.</article-title> <source><italic>Neuron</italic></source> <volume>81</volume> <fpage>629</fpage>&#x2013;<lpage>640</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2013.11.026</pub-id> <pub-id pub-id-type="pmid">24412418</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Feinberg</surname> <given-names>E. H.</given-names></name> <name><surname>Vanhoven</surname> <given-names>M. K.</given-names></name> <name><surname>Bendesky</surname> <given-names>A.</given-names></name> <name><surname>Wang</surname> <given-names>G.</given-names></name> <name><surname>Fetter</surname> <given-names>R. D.</given-names></name> <name><surname>Shen</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>2008</year>). <article-title>GFP Reconstitution Across Synaptic Partners (GRASP) defines cell contacts and synapses in living nervous systems.</article-title> <source><italic>Neuron</italic></source> <volume>57</volume> <fpage>353</fpage>&#x2013;<lpage>363</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2007.11.030</pub-id> <pub-id pub-id-type="pmid">18255029</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fu</surname> <given-names>M.</given-names></name> <name><surname>Yu</surname> <given-names>X.</given-names></name> <name><surname>Lu</surname> <given-names>J.</given-names></name> <name><surname>Zuo</surname> <given-names>Y.</given-names></name></person-group> (<year>2012</year>). <article-title>Repetitive motor learning induces coordinated formation of clustered dendritic spines in vivo.</article-title> <source><italic>Nature</italic></source> <volume>483</volume> <fpage>1</fpage>&#x2013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1038/nature10844</pub-id> <pub-id pub-id-type="pmid">22343892</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gallinaro</surname> <given-names>J. V.</given-names></name> <name><surname>Ga&#x0161;parovi&#x0107;</surname> <given-names>N.</given-names></name> <name><surname>Rotter</surname> <given-names>S.</given-names></name></person-group> (<year>2022</year>). <article-title>Homeostatic control of synaptic rewiring in recurrent networks induces the formation of stable memory engrams.</article-title> <source><italic>PLoS Comput. Biol.</italic></source> <volume>18</volume>:<issue>e1009836</issue>. <pub-id pub-id-type="doi">10.1371/journal.pcbi.1009836</pub-id> <pub-id pub-id-type="pmid">35143489</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guenthner</surname> <given-names>C. J.</given-names></name> <name><surname>Miyamichi</surname> <given-names>K.</given-names></name> <name><surname>Yang</surname> <given-names>H. H.</given-names></name> <name><surname>Heller</surname> <given-names>H. C.</given-names></name> <name><surname>Luo</surname> <given-names>L.</given-names></name></person-group> (<year>2013</year>). <article-title>Permanent genetic access to transiently active neurons via TRAP: Targeted recombination in active populations.</article-title> <source><italic>Neuron</italic></source> <volume>78</volume> <fpage>773</fpage>&#x2013;<lpage>784</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2013.03.025</pub-id> <pub-id pub-id-type="pmid">23764283</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guzowski</surname> <given-names>J. F.</given-names></name> <name><surname>Setlow</surname> <given-names>B.</given-names></name> <name><surname>Wagner</surname> <given-names>E. K.</given-names></name> <name><surname>McGaugh</surname> <given-names>J. L.</given-names></name></person-group> (<year>2001</year>). <article-title>Experience-dependent gene expression in the rat hippocampus after spatial learning: A comparison of the immediate-early genes Arc, c-fos, and zif268.</article-title> <source><italic>J. Neurosci.</italic></source> <volume>21</volume> <fpage>5089</fpage>&#x2013;<lpage>5098</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.21-14-05089.2001</pub-id> <pub-id pub-id-type="pmid">11438584</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hayashi-Takagi</surname> <given-names>A.</given-names></name> <name><surname>Yagishita</surname> <given-names>S.</given-names></name> <name><surname>Nakamura</surname> <given-names>M.</given-names></name> <name><surname>Shirai</surname> <given-names>F.</given-names></name> <name><surname>Wu</surname> <given-names>Y. I.</given-names></name> <name><surname>Loshbaugh</surname> <given-names>A. L.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Labelling and optical erasure of synaptic memory traces in the motor cortex.</article-title> <source><italic>Nature</italic></source> <volume>525</volume> <fpage>1</fpage>&#x2013;<lpage>21</lpage>. <pub-id pub-id-type="doi">10.1038/nature15257</pub-id> <pub-id pub-id-type="pmid">26352471</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hebb</surname> <given-names>D. O.</given-names></name></person-group> (<year>1949</year>). &#x201C;<article-title>The organization of behavior</article-title>,&#x201D; in <source><italic>A neuropsychological theory</italic></source>, (<publisher-loc>Wiley</publisher-loc>: <publisher-name>New York</publisher-name>).</citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hsiang</surname> <given-names>H.-L. L.</given-names></name> <name><surname>Epp</surname> <given-names>J. R.</given-names></name> <name><surname>van den Oever</surname> <given-names>M. C.</given-names></name> <name><surname>Yan</surname> <given-names>C.</given-names></name> <name><surname>Rashid</surname> <given-names>A. J.</given-names></name> <name><surname>Insel</surname> <given-names>N.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Manipulating a &#x201C;cocaine engram&#x201D; in mice.</article-title> <source><italic>J. Neurosci.</italic></source> <volume>34</volume> <fpage>14115</fpage>&#x2013;<lpage>14127</lpage>. <pub-id pub-id-type="doi">10.1523/jneurosci.3327-14.2014</pub-id> <pub-id pub-id-type="pmid">25319707</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hwang</surname> <given-names>F.-J.</given-names></name> <name><surname>Roth</surname> <given-names>R. H.</given-names></name> <name><surname>Wu</surname> <given-names>Y.-W.</given-names></name> <name><surname>Sun</surname> <given-names>Y.</given-names></name> <name><surname>Kwon</surname> <given-names>D. K.</given-names></name> <name><surname>Liu</surname> <given-names>Y.</given-names></name><etal/></person-group> (<year>2022</year>). <article-title>Motor learning selectively strengthens cortical and striatal synapses of motor engram neurons.</article-title> <source><italic>Neuron</italic></source> <volume>110</volume> <fpage>2790.e</fpage>&#x2013;<lpage>2801.e</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2022.06.006</pub-id> <pub-id pub-id-type="pmid">35809573</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Josselyn</surname> <given-names>S. A.</given-names></name> <name><surname>Tonegawa</surname> <given-names>S.</given-names></name></person-group> (<year>2020</year>). <article-title>Memory engrams: Recalling the past and imagining the future.</article-title> <source><italic>Science</italic></source> <volume>367</volume>:<issue>eaaw4325</issue>. <pub-id pub-id-type="doi">10.1126/science.aaw4325</pub-id> <pub-id pub-id-type="pmid">31896692</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kawashima</surname> <given-names>T.</given-names></name> <name><surname>Kitamura</surname> <given-names>K.</given-names></name> <name><surname>Suzuki</surname> <given-names>K.</given-names></name> <name><surname>Nonaka</surname> <given-names>M.</given-names></name> <name><surname>Kamijo</surname> <given-names>S.</given-names></name> <name><surname>Takemoto-Kimura</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Functional labeling of neurons and their projections using the synthetic activity-dependent promoter E-SARE.</article-title> <source><italic>Nat. Methods</italic></source> <volume>10</volume> <fpage>889</fpage>&#x2013;<lpage>895</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.2559</pub-id> <pub-id pub-id-type="pmid">23852453</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kawashima</surname> <given-names>T.</given-names></name> <name><surname>Kitamura</surname> <given-names>K.</given-names></name> <name><surname>Suzuki</surname> <given-names>K.</given-names></name> <name><surname>Nonaka</surname> <given-names>M.</given-names></name> <name><surname>Kamijo</surname> <given-names>S.</given-names></name> <name><surname>Takemoto-Kimura</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Functional labeling of neurons and their projections using the synthetic activity-dependent promoter E-SARE (vol 10, pg 889, 2013).</article-title> <source><italic>Nat. Pub. Group</italic></source> <volume>11</volume> <fpage>210</fpage>&#x2013;<lpage>210</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth0214-210a</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kawashima</surname> <given-names>T.</given-names></name> <name><surname>Okuno</surname> <given-names>H.</given-names></name> <name><surname>Nonaka</surname> <given-names>M.</given-names></name> <name><surname>Adachi-Morishima</surname> <given-names>A.</given-names></name> <name><surname>Kyo</surname> <given-names>N.</given-names></name> <name><surname>Okamura</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2009</year>). <article-title>Synaptic activity-responsive element in the Arc/Arg3.1 promoter essential for synapse-to-nucleus signaling in activated neurons.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>106</volume> <fpage>316</fpage>&#x2013;<lpage>321</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.0806518106</pub-id> <pub-id pub-id-type="pmid">19116276</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>J.</given-names></name> <name><surname>Zhao</surname> <given-names>T.</given-names></name> <name><surname>Petralia</surname> <given-names>R. S.</given-names></name> <name><surname>Yu</surname> <given-names>Y.</given-names></name> <name><surname>Peng</surname> <given-names>H.</given-names></name> <name><surname>Myers</surname> <given-names>E.</given-names></name><etal/></person-group> (<year>2011</year>). <article-title>mGRASP enables mapping mammalian synaptic connectivity with light microscopy.</article-title> <source><italic>Nat. Methods</italic></source> <volume>9</volume> <fpage>96</fpage>&#x2013;<lpage>102</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.1784</pub-id> <pub-id pub-id-type="pmid">22138823</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kitamura</surname> <given-names>T.</given-names></name> <name><surname>Ogawa</surname> <given-names>S. K.</given-names></name> <name><surname>Roy</surname> <given-names>D. S.</given-names></name> <name><surname>Okuyama</surname> <given-names>T.</given-names></name> <name><surname>Morrissey</surname> <given-names>M. D.</given-names></name> <name><surname>Smith</surname> <given-names>L. M.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Engrams and circuits crucial for systems consolidation of a memory.</article-title> <source><italic>Science</italic></source> <volume>356</volume> <fpage>73</fpage>&#x2013;<lpage>78</lpage>. <pub-id pub-id-type="doi">10.1126/science.aam6808</pub-id> <pub-id pub-id-type="pmid">28386011</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>X.</given-names></name> <name><surname>Ramirez</surname> <given-names>S.</given-names></name> <name><surname>Pang</surname> <given-names>P. T.</given-names></name> <name><surname>Puryear</surname> <given-names>C. B.</given-names></name> <name><surname>Govindarajan</surname> <given-names>A.</given-names></name> <name><surname>Deisseroth</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Optogenetic stimulation of a hippocampal engram activates fear memory recall.</article-title> <source><italic>Nature</italic></source> <volume>484</volume> <fpage>381</fpage>&#x2013;<lpage>385</lpage>. <pub-id pub-id-type="doi">10.1038/nature11028</pub-id> <pub-id pub-id-type="pmid">22441246</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Miyashita</surname> <given-names>T.</given-names></name> <name><surname>Kubik</surname> <given-names>S.</given-names></name> <name><surname>Haghighi</surname> <given-names>N.</given-names></name> <name><surname>Steward</surname> <given-names>O.</given-names></name> <name><surname>Guzowski</surname> <given-names>J. F.</given-names></name></person-group> (<year>2009</year>). <article-title>Rapid activation of plasticity-associated gene transcription in hippocampal neurons provides a mechanism for encoding of one-trial experience.</article-title> <source><italic>J. Neurosci.</italic></source> <volume>29</volume> <fpage>898</fpage>&#x2013;<lpage>906</lpage>. <pub-id pub-id-type="doi">10.1523/jneurosci.4588-08.2009</pub-id> <pub-id pub-id-type="pmid">19176799</pub-id></citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pfeiffer</surname> <given-names>T.</given-names></name> <name><surname>Poll</surname> <given-names>S.</given-names></name> <name><surname>Bancelin</surname> <given-names>S.</given-names></name> <name><surname>Angibaud</surname> <given-names>J.</given-names></name> <name><surname>Inavalli</surname> <given-names>V. K.</given-names></name> <name><surname>Keppler</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Chronic 2P-STED imaging reveals high turnover of dendritic spines in the hippocampus in vivo.</article-title> <source><italic>Elife</italic></source> <volume>7</volume> <issue>e34700</issue>. <pub-id pub-id-type="doi">10.7554/elife.34700</pub-id> <pub-id pub-id-type="pmid">29932052</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ramirez</surname> <given-names>S.</given-names></name> <name><surname>Liu</surname> <given-names>X.</given-names></name> <name><surname>Lin</surname> <given-names>P.-A.</given-names></name> <name><surname>Suh</surname> <given-names>J.</given-names></name> <name><surname>Pignatelli</surname> <given-names>M.</given-names></name> <name><surname>Redondo</surname> <given-names>R. L.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Creating a false memory in the hippocampus.</article-title> <source><italic>Science</italic></source> <volume>341</volume> <fpage>387</fpage>&#x2013;<lpage>391</lpage>. <pub-id pub-id-type="doi">10.1126/science.1239073</pub-id> <pub-id pub-id-type="pmid">23888038</pub-id></citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ramirez</surname> <given-names>S.</given-names></name> <name><surname>Liu</surname> <given-names>X.</given-names></name> <name><surname>Macdonald</surname> <given-names>C. J.</given-names></name> <name><surname>Moffa</surname> <given-names>A.</given-names></name> <name><surname>Zhou</surname> <given-names>J.</given-names></name> <name><surname>Redondo</surname> <given-names>R. L.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Activating positive memory engrams suppresses depression-like behaviour.</article-title> <source><italic>Nature</italic></source> <volume>522</volume> <fpage>335</fpage>&#x2013;<lpage>339</lpage>. <pub-id pub-id-type="doi">10.1038/nature14514</pub-id> <pub-id pub-id-type="pmid">26085274</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rao-Ruiz</surname> <given-names>P.</given-names></name> <name><surname>Couey</surname> <given-names>J. J.</given-names></name> <name><surname>Marcelo</surname> <given-names>I. M.</given-names></name> <name><surname>Bouwkamp</surname> <given-names>C. G.</given-names></name> <name><surname>Slump</surname> <given-names>D. E.</given-names></name> <name><surname>Matos</surname> <given-names>M. R.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Engram-specific transcriptome profiling of contextual memory consolidation.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>10</volume>:<issue>2232</issue>. <pub-id pub-id-type="doi">10.1038/s41467-019-09960-x</pub-id> <pub-id pub-id-type="pmid">31110186</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rashid</surname> <given-names>A. J.</given-names></name> <name><surname>Yan</surname> <given-names>C.</given-names></name> <name><surname>Mercaldo</surname> <given-names>V.</given-names></name> <name><surname>Hsiang</surname> <given-names>H.-L. L.</given-names></name> <name><surname>Park</surname> <given-names>S.</given-names></name> <name><surname>Cole</surname> <given-names>C. J.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Competition between engrams influences fear memory formation and recall.</article-title> <source><italic>Science</italic></source> <volume>353</volume> <fpage>383</fpage>&#x2013;<lpage>387</lpage>. <pub-id pub-id-type="doi">10.1126/science.aaf0594</pub-id> <pub-id pub-id-type="pmid">27463673</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Redondo</surname> <given-names>R. L.</given-names></name> <name><surname>Kim</surname> <given-names>J.</given-names></name> <name><surname>Arons</surname> <given-names>A. L.</given-names></name> <name><surname>Ramirez</surname> <given-names>S.</given-names></name> <name><surname>Liu</surname> <given-names>X.</given-names></name> <name><surname>Tonegawa</surname> <given-names>S.</given-names></name></person-group> (<year>2014</year>). <article-title>Bidirectional switch of the valence associated with a hippocampal contextual memory engram.</article-title> <source><italic>Nature</italic></source> <volume>513</volume> <fpage>1</fpage>&#x2013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1038/nature13725</pub-id> <pub-id pub-id-type="pmid">25162525</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Reijmers</surname> <given-names>L. G.</given-names></name> <name><surname>Perkins</surname> <given-names>B. L.</given-names></name> <name><surname>Matsuo</surname> <given-names>N.</given-names></name> <name><surname>Mayford</surname> <given-names>M.</given-names></name></person-group> (<year>2007</year>). <article-title>Localization of a stable neural correlate of associative memory.</article-title> <source><italic>Science</italic></source> <volume>317</volume> <fpage>1230</fpage>&#x2013;<lpage>1233</lpage>. <pub-id pub-id-type="doi">10.1126/science.1143839</pub-id> <pub-id pub-id-type="pmid">17761885</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>S&#x00F8;rensen</surname> <given-names>A. T.</given-names></name> <name><surname>Cooper</surname> <given-names>Y. A.</given-names></name> <name><surname>Baratta</surname> <given-names>M. V.</given-names></name> <name><surname>Weng</surname> <given-names>F.-J.</given-names></name> <name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>Ramamoorthi</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>A robust activity marking system for exploring active neuronal ensembles.</article-title> <source><italic>Elife</italic></source> <volume>5</volume>:<issue>e13918</issue>. <pub-id pub-id-type="doi">10.7554/elife.13918</pub-id> <pub-id pub-id-type="pmid">27661450</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tanaka</surname> <given-names>K. Z.</given-names></name> <name><surname>Pevzner</surname> <given-names>A.</given-names></name> <name><surname>Hamidi</surname> <given-names>A. B.</given-names></name> <name><surname>Nakazawa</surname> <given-names>Y.</given-names></name> <name><surname>Graham</surname> <given-names>J.</given-names></name> <name><surname>Wiltgen</surname> <given-names>B. J.</given-names></name></person-group> (<year>2014a</year>). <article-title>Cortical representations are reinstated by the hippocampus during memory retrieval.</article-title> <source><italic>Neuron</italic></source> <volume>84</volume> <fpage>347</fpage>&#x2013;<lpage>354</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2014.09.037</pub-id> <pub-id pub-id-type="pmid">25308331</pub-id></citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tanaka</surname> <given-names>K. Z.</given-names></name> <name><surname>Pevzner</surname> <given-names>A.</given-names></name> <name><surname>Hamidi</surname> <given-names>A. B.</given-names></name> <name><surname>Nakazawa</surname> <given-names>Y.</given-names></name> <name><surname>Graham</surname> <given-names>J.</given-names></name> <name><surname>Wiltgen</surname> <given-names>B. J.</given-names></name></person-group> (<year>2014b</year>). <article-title>Cortical representations are reinstated by the hippocampus during memory retrieval.</article-title> <source><italic>Neuron</italic></source> <volume>84</volume> <fpage>347</fpage>&#x2013;<lpage>354</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2014.09.037</pub-id> <pub-id pub-id-type="pmid">25308331</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Trachtenberg</surname> <given-names>J. T.</given-names></name> <name><surname>Chen</surname> <given-names>B.</given-names></name> <name><surname>Knott</surname> <given-names>G.</given-names></name> <name><surname>Feng</surname> <given-names>G.</given-names></name> <name><surname>Sanes</surname> <given-names>J.</given-names></name> <name><surname>Welker</surname> <given-names>E.</given-names></name><etal/></person-group> (<year>2002</year>). <article-title>Long-term in vivo imaging of experience-dependent synaptic plasticity in adult cortex.</article-title> <source><italic>Nature</italic></source> <volume>420</volume> <fpage>788</fpage>&#x2013;<lpage>794</lpage>. <pub-id pub-id-type="doi">10.1038/nature01273</pub-id> <pub-id pub-id-type="pmid">12490942</pub-id></citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vetere</surname> <given-names>G.</given-names></name> <name><surname>Kenney</surname> <given-names>J. W.</given-names></name> <name><surname>Tran</surname> <given-names>L. M.</given-names></name> <name><surname>Xia</surname> <given-names>F.</given-names></name> <name><surname>Steadman</surname> <given-names>P. E.</given-names></name> <name><surname>Parkinson</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Chemogenetic interrogation of a brain-wide fear memory network in mice.</article-title> <source><italic>Neuron</italic></source> <volume>94</volume> <fpage>363.e</fpage>&#x2013;<lpage>374.e</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2017.03.037</pub-id> <pub-id pub-id-type="pmid">28426969</pub-id></citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Visser</surname> <given-names>E.</given-names></name> <name><surname>Matos</surname> <given-names>M. R.</given-names></name> <name><surname>van der Loo</surname> <given-names>R. J.</given-names></name> <name><surname>Marchant</surname> <given-names>N. J.</given-names></name> <name><surname>Vries</surname> <given-names>T. J.</given-names></name> <name><surname>de</surname></name><etal/></person-group> (<year>2020</year>). <article-title>A persistent alcohol cue memory trace drives relapse to alcohol seeking after prolonged abstinence.</article-title> <source><italic>Sci. Adv.</italic></source> <volume>6</volume>:<issue>eaax7060</issue>. <pub-id pub-id-type="doi">10.1126/sciadv.aax7060</pub-id> <pub-id pub-id-type="pmid">32494694</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>T.</given-names></name> <name><surname>Yu</surname> <given-names>X.</given-names></name> <name><surname>Perlik</surname> <given-names>A. J.</given-names></name> <name><surname>Tobin</surname> <given-names>W. F.</given-names></name> <name><surname>Zweig</surname> <given-names>J. A.</given-names></name> <name><surname>Tennant</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>2009</year>). <article-title>Rapid formation and selective stabilization of synapses for enduring motor memories.</article-title> <source><italic>Nature</italic></source> <volume>462</volume> <fpage>915</fpage>&#x2013;<lpage>919</lpage>. <pub-id pub-id-type="doi">10.1038/nature08389</pub-id> <pub-id pub-id-type="pmid">19946267</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>G.</given-names></name> <name><surname>Pan</surname> <given-names>F.</given-names></name> <name><surname>Gan</surname> <given-names>W.-B.</given-names></name></person-group> (<year>2009</year>). <article-title>Stably maintained dendritic spines are associated with lifelong memories.</article-title> <source><italic>Nature</italic></source> <volume>462</volume> <fpage>920</fpage>&#x2013;<lpage>924</lpage>. <pub-id pub-id-type="doi">10.1038/nature08577</pub-id> <pub-id pub-id-type="pmid">19946265</pub-id></citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>Y.</given-names></name> <name><surname>Liu</surname> <given-names>D.</given-names></name> <name><surname>Huang</surname> <given-names>W.</given-names></name> <name><surname>Deng</surname> <given-names>J.</given-names></name> <name><surname>Sun</surname> <given-names>Y.</given-names></name> <name><surname>Zuo</surname> <given-names>Y.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Selective synaptic remodeling of amygdalocortical connections associated with fear memory.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>19</volume> <fpage>1348</fpage>&#x2013;<lpage>1355</lpage>. <pub-id pub-id-type="doi">10.1038/nn.4370</pub-id> <pub-id pub-id-type="pmid">27595384</pub-id></citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Z.</given-names></name> <name><surname>Ferretti</surname> <given-names>V.</given-names></name> <name><surname>G&#x00FC;ntan</surname> <given-names>&#x0130;</given-names></name> <name><surname>Moro</surname> <given-names>A.</given-names></name> <name><surname>Steinberg</surname> <given-names>E. A.</given-names></name> <name><surname>Ye</surname> <given-names>Z.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Neuronal ensembles sufficient for recovery sleep and the sedative actions of &#x03B1;2 adrenergic agonists.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>18</volume> <fpage>553</fpage>&#x2013;<lpage>561</lpage>. <pub-id pub-id-type="doi">10.1038/nn.3957</pub-id> <pub-id pub-id-type="pmid">25706476</pub-id></citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname> <given-names>Y.</given-names></name> <name><surname>Won</surname> <given-names>J.</given-names></name> <name><surname>Karlsson</surname> <given-names>M. G.</given-names></name> <name><surname>Zhou</surname> <given-names>M.</given-names></name> <name><surname>Rogerson</surname> <given-names>T.</given-names></name> <name><surname>Balaji</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2009</year>). <article-title>CREB regulates excitability and the allocation of memory to subsets of neurons in the amygdala.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>12</volume> <fpage>1438</fpage>&#x2013;<lpage>1443</lpage>. <pub-id pub-id-type="doi">10.1038/nn.2405</pub-id> <pub-id pub-id-type="pmid">19783993</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zuo</surname> <given-names>Y.</given-names></name> <name><surname>Lin</surname> <given-names>A.</given-names></name> <name><surname>Chang</surname> <given-names>P.</given-names></name> <name><surname>Gan</surname> <given-names>W.-B.</given-names></name></person-group> (<year>2005a</year>). <article-title>Development of long-term dendritic spine stability in diverse regions of cerebral cortex.</article-title> <source><italic>Neuron</italic></source> <volume>46</volume> <fpage>181</fpage>&#x2013;<lpage>189</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2005.04.001</pub-id> <pub-id pub-id-type="pmid">15848798</pub-id></citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zuo</surname> <given-names>Y.</given-names></name> <name><surname>Yang</surname> <given-names>G.</given-names></name> <name><surname>Kwon</surname> <given-names>E.</given-names></name> <name><surname>Gan</surname> <given-names>W.-B.</given-names></name></person-group> (<year>2005b</year>). <article-title>Long-term sensory deprivation prevents dendritic spine loss in primary somatosensory cortex.</article-title> <source><italic>Nature</italic></source> <volume>436</volume> <fpage>261</fpage>&#x2013;<lpage>265</lpage>. <pub-id pub-id-type="doi">10.1038/nature03715</pub-id> <pub-id pub-id-type="pmid">16015331</pub-id></citation></ref>
</ref-list>
</back>
</article>