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<journal-id journal-id-type="publisher-id">Front. Cell. Neurosci.</journal-id>
<journal-title>Frontiers in Cellular Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-5102</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fncel.2024.1389094</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The spike-timing-dependent plasticity of VIP interneurons in motor cortex</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>McFarlan</surname> <given-names>Amanda R.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<name><surname>Guo</surname> <given-names>Connie</given-names></name>
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<name><surname>Gomez</surname> <given-names>Isabella</given-names></name>
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<name><surname>Weinerman</surname> <given-names>Chaim</given-names></name>
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<name><surname>Liang</surname> <given-names>Tasha A.</given-names></name>
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<name><surname>Sj&#x00F6;str&#x00F6;m</surname> <given-names>P. Jesper</given-names></name>
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<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Centre for Research in Neuroscience, BRaIN Program, Department of Neurology and Neurosurgery, Research Institute of the McGill University Health Centre, Montreal General Hospital</institution>, <addr-line>Montreal, QC</addr-line>, <country>Canada</country></aff>
<aff id="aff2"><sup>2</sup><institution>Integrated Program in Neuroscience, McGill University</institution>, <addr-line>Montreal, QC</addr-line>, <country>Canada</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Volkmar Lessmann, University Hospital Magdeburg, Germany</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Bj&#x00F6;rn Kampa, RWTH Aachen University, Germany</p><p>Dominique Debanne, Unit&#x00E9; de Neurobiologie des canaux Ioniques et de la Synapse (UNIS), France</p></fn>
<corresp id="c001">&#x002A;Correspondence: P. Jesper Sj&#x00F6;str&#x00F6;m, <email>jesper.sjostrom@mcgill.ca</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>18</volume>
<elocation-id>1389094</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>02</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>04</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 McFarlan, Guo, Gomez, Weinerman, Liang and Sj&#x00F6;str&#x00F6;m.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>McFarlan, Guo, Gomez, Weinerman, Liang and Sj&#x00F6;str&#x00F6;m</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>The plasticity of inhibitory interneurons (INs) plays an important role in the organization and maintenance of cortical microcircuits. Given the many different IN types, there is an even greater diversity in synapse-type-specific plasticity learning rules at excitatory to excitatory (E&#x2192;I), I&#x2192;E, and I&#x2192;I synapses. I&#x2192;I synapses play a key disinhibitory role in cortical circuits. Because they typically target other INs, vasoactive intestinal peptide (VIP) INs are often featured in I&#x2192;I&#x2192;E disinhibition, which upregulates activity in nearby excitatory neurons. VIP IN dysregulation may thus lead to neuropathologies such as epilepsy. In spite of the important activity regulatory role of VIP INs, their long-term plasticity has not been described. Therefore, we characterized the phenomenology of spike-timing-dependent plasticity (STDP) at inputs and outputs of genetically defined VIP INs. Using a combination of whole-cell recording, 2-photon microscopy, and optogenetics, we explored I&#x2192;I STDP at layer 2/3 (L2/3) VIP IN outputs onto L5 Martinotti cells (MCs) and basket cells (BCs). We found that VIP IN&#x2192;MC synapses underwent causal long-term depression (LTD) that was presynaptically expressed. VIP IN&#x2192;BC connections, however, did not undergo any detectable plasticity. Conversely, using extracellular stimulation, we explored E&#x2192;I STDP at inputs to VIP INs which revealed long-term potentiation (LTP) for both causal and acausal timings. Taken together, our results demonstrate that VIP INs possess synapse-type-specific learning rules at their inputs and outputs. This suggests the possibility of harnessing VIP IN long-term plasticity to control activity-related neuropathologies such as epilepsy.</p>
</abstract>
<kwd-group>
<kwd>VIP</kwd>
<kwd>inhibitory interneurons</kwd>
<kwd>plasticity</kwd>
<kwd>spike-timing-dependent plasticity</kwd>
<kwd>motor cortex</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="116"/>
<page-count count="14"/>
<word-count count="11233"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Cellular Neurophysiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>It has long been believed that excitatory to excitatory (E&#x2192;E) long-term plasticity underlies information storage in the brain (<xref ref-type="bibr" rid="B11">Bliss and Collingridge, 1993</xref>; <xref ref-type="bibr" rid="B63">Malenka and Bear, 2004</xref>; <xref ref-type="bibr" rid="B75">Nabavi et al., 2014</xref>) as well as circuit remapping during development (<xref ref-type="bibr" rid="B45">Katz and Shatz, 1996</xref>; <xref ref-type="bibr" rid="B21">Cline, 1998</xref>). The brain, however, is also made up of numerous inhibitory IN types that play an active role in shaping cortical circuits through plasticity (<xref ref-type="bibr" rid="B114">Yazaki-Sugiyama et al., 2009</xref>; <xref ref-type="bibr" rid="B109">Vogels et al., 2011</xref>; <xref ref-type="bibr" rid="B25">D&#x2019;Amour and Froemke, 2015</xref>; <xref ref-type="bibr" rid="B107">Udakis et al., 2020</xref>). For example, several studies have shown that plasticity at excitatory to inhibitory (E&#x2192;I) and I&#x2192;E connections also contribute to circuit rewiring and impact E&#x2192;E neurotransmission (<xref ref-type="bibr" rid="B62">Maffei et al., 2006</xref>; <xref ref-type="bibr" rid="B79">Ormond and Woodin, 2009</xref>, <xref ref-type="bibr" rid="B80">2011</xref>; <xref ref-type="bibr" rid="B109">Vogels et al., 2011</xref>). There is, however, a paucity of literature on the long-term plasticity at I&#x2192;I synapses.</p>
<p>Spike-timing-dependent plasticity (STDP) is a biologically plausible experimental paradigm in which the millisecond temporal ordering of pre- and postsynaptic spikes determines whether long-term potentiation (LTP) or long-term depression (LTD) is elicited (<xref ref-type="bibr" rid="B65">Markram et al., 2011</xref>; <xref ref-type="bibr" rid="B29">Feldman, 2012</xref>; <xref ref-type="bibr" rid="B66">Markram et al., 2012</xref>). Presynaptic spiking occurring milliseconds before postsynaptic activity is referred to as causal because here the presynaptic spiking is causally related to postsynaptic activation, whereas the opposite temporal ordering is termed acausal (<xref ref-type="bibr" rid="B70">McFarlan et al., 2023</xref>). For classical STDP at E&#x2192;E synapses, causal spiking elicits LTP whereas acausal spiking triggers LTD (<xref ref-type="bibr" rid="B67">Markram et al., 1997</xref>; <xref ref-type="bibr" rid="B8">Bi and Poo, 1998</xref>). Classical STDP is thus in agreement with the Hebbian postulate (<xref ref-type="bibr" rid="B40">Hebb, 1949</xref>) that &#x2018;cells that fire together wire together&#x2019; (<xref ref-type="bibr" rid="B59">Lowel and Singer, 1992</xref>; <xref ref-type="bibr" rid="B93">Shatz, 1992</xref>), but has the extension that synaptic weakening arises from acausal firing, i.e., when the presynaptic cell fails to excite the postsynaptic cell (<xref ref-type="bibr" rid="B104">Stent, 1973</xref>; <xref ref-type="bibr" rid="B26">Debanne et al., 1994</xref>). This acausal LTD has important functional implications, for instance to achieve synaptic competition (<xref ref-type="bibr" rid="B102">Song et al., 2000</xref>; <xref ref-type="bibr" rid="B101">Song and Abbott, 2001</xref>).</p>
<p>Interestingly, inhibitory synapses do not always obey the classic Hebbian STDP rule (<xref ref-type="bibr" rid="B29">Feldman, 2012</xref>), neither at E&#x2192;I (<xref ref-type="bibr" rid="B60">Lu et al., 2007</xref>) nor at I&#x2192;E synapses (<xref ref-type="bibr" rid="B41">Holmgren and Zilberter, 2001</xref>; <xref ref-type="bibr" rid="B113">Woodin et al., 2003</xref>). As there are many different kinds of INs (<xref ref-type="bibr" rid="B39">Gouwens et al., 2020</xref>), there is thus an even larger set of synapse-type-specific forms of plasticity at E&#x2192;I, I&#x2192;E, and I&#x2192;I connections. A relatively comprehensive collection of plasticity learning rules for a given brain region &#x2014; known as a plasticitome (<xref ref-type="bibr" rid="B97">Sj&#x00F6;str&#x00F6;m, 2021</xref>) &#x2014; is therefore required to understand the role of plasticity in local circuits (<xref ref-type="bibr" rid="B70">McFarlan et al., 2023</xref>).</p>
<p>Several IN types receive inhibitory inputs themselves (<xref ref-type="bibr" rid="B6">Artinian and Lacaille, 2018</xref>; <xref ref-type="bibr" rid="B49">Kullander and Topolnik, 2021</xref>). These I&#x2192;I synapses have important implications for network activity because disinhibition &#x2014; which can be mediated by weakening I&#x2192;I connections &#x2014; may increase network excitation via I&#x2192;I&#x2192;E connectivity motifs (<xref ref-type="bibr" rid="B70">McFarlan et al., 2023</xref>). Vasoactive intestinal peptide (VIP) INs, which primarily target basket cells (BCs) and Martinotti cells (MCs) (<xref ref-type="bibr" rid="B82">Pfeffer et al., 2013</xref>; <xref ref-type="bibr" rid="B46">Kepecs and Fishell, 2014</xref>; <xref ref-type="bibr" rid="B106">Tremblay et al., 2016</xref>), have consistently been implicated in I&#x2192;I&#x2192;E disinhibition (<xref ref-type="bibr" rid="B55">Letzkus et al., 2015</xref>; <xref ref-type="bibr" rid="B6">Artinian and Lacaille, 2018</xref>; <xref ref-type="bibr" rid="B49">Kullander and Topolnik, 2021</xref>). Though several studies have demonstrated that disinhibition plays a role in plasticity and in learning (<xref ref-type="bibr" rid="B33">Froemke et al., 2007</xref>; <xref ref-type="bibr" rid="B77">Niell and Stryker, 2010</xref>; <xref ref-type="bibr" rid="B56">Letzkus et al., 2011</xref>; <xref ref-type="bibr" rid="B44">Kaneko and Stryker, 2014</xref>; <xref ref-type="bibr" rid="B35">Fu et al., 2015</xref>; <xref ref-type="bibr" rid="B3">Adler et al., 2019</xref>), few studies have explored I&#x2192;I plasticity directly (<xref ref-type="bibr" rid="B91">Sarihi et al., 2012</xref>).</p>
<p>The motor cortex function is important for the execution of voluntary movement and motor learning in the healthy brain. In recent years, VIP IN-mediated suppression of SST INs in the motor cortex has been shown to have a key role in promoting motor learning (<xref ref-type="bibr" rid="B3">Adler et al., 2019</xref>; <xref ref-type="bibr" rid="B89">Ren et al., 2022</xref>). VIP IN-mediated disinhibition has additionally been implicated in diseases like epilepsy (<xref ref-type="bibr" rid="B24">Cunha-Reis and Caulino-Rocha, 2020</xref>). Indeed, reduced VIP IN inhibitory drive in the mouse motor cortex had a protective effect on seizure initiation and duration (<xref ref-type="bibr" rid="B48">Khoshkhoo et al., 2017</xref>). These are thus concrete indications that VIP INs in motor cortex constitute a promising seizure control point.</p>
<p>In this phenomenological study, we explored STDP of disinhibitory motor cortex VIP INs using a combination of patch-clamp electrophysiology, 2-photon imaging, extracellular stimulation, and optogenetics. We describe STDP learning rules at both inputs to and outputs from VIP IN in the mouse motor cortex.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="S2.SS1">
<title>Animals and ethics statement</title>
<p>The animal study was approved by the Montreal General Hospital Facility Animal Care Committee and adhered to the guidelines of the Canadian Council on Animal Care. To drive expression of Channelrhodopsin-2 (ChR2) and enhanced yellow fluorescent protein (EYFP) in VIP INs, we crossed homozygous <italic>VIP</italic><sup><italic>TM</italic>1(<italic>cre</italic>)<italic>Zjh</italic></sup>/J mice (JAX strain 010908) (<xref ref-type="bibr" rid="B105">Taniguchi et al., 2011</xref>) with homozygous B6.Cg-<italic>Gt(ROSA)26Sor</italic><sup><italic>TM</italic>32(<italic>CAG&#x2013;COP</italic>4&#x002A;<italic>H</italic>134<italic>R/EYFP</italic>)<italic>Hze</italic></sup>/J mice (also known as Ai32, JAX strain 024109) to obtain VIP<sup><italic>Cre</italic>/+</sup>;Ai32<sup><italic>flox</italic>/+</sup> mice, henceforth referred to as VIP-ChR2 mice. Experiments were carried out in male and female postnatal day (P)21-P40 VIP-ChR2 mice. Animals were anesthetized with isoflurane and sacrificed once the hind-limb withdrawal reflex was lost.</p>
</sec>
<sec id="S2.SS2">
<title>Acute brain slice electrophysiology</title>
<p>To optimize slice quality obtained from these relatively mature animals, we relied on a sucrose-based cutting solution containing (in mM) 200 sucrose, 2.5 KCl, 1.0 NH<sub>2</sub>PO<sub>4</sub>, 2.5 CaCl<sub>2</sub>, 1.3 MgCl<sub>2</sub>, 47 D-glucose and 26.2 NaHCO<sub>3</sub>. The solution was bubbled with 95% O<sub>2</sub>/5% CO<sub>2</sub> for 10 min and cooled on ice to &#x223C;4&#x00B0;C. Osmolality was adjusted to 338 mOsm with glucose, measured using Model 3300 or Osmo1 osmometers (Advanced Instruments Inc., Norwood, MA, USA).</p>
<p>After decapitation, the brain was removed and placed in ice-cold sucrose cutting solution. Coronal 300-&#x03BC;m-thick acute brain slices were prepared using a Campden Instruments 5000 mz-2 vibratome (Campden Instruments, Loughborough, UK) and ceramic blades (Lafayette Instrument, Lafayette, IN, USA). Brain slices were kept at &#x223C;33&#x00B0;C in oxygenated artificial cerebrospinal fluid (ACSF), containing (in mM) 125 NaCl, 2.5 KCl, 1 MgCl<sub>2</sub>, 1.25 NaH<sub>2</sub>PO<sub>4</sub>, 2 CaCl<sub>2</sub>, 26 NaHCO<sub>3</sub> and 25 glucose, bubbled with 95% O<sub>2</sub>/5% CO<sub>2</sub>, for &#x223C;10 min and then allowed to cool at room temperature for at least 1 h before starting the recordings. Osmolality of the ACSF was adjusted to 338 mOsm with glucose. We carried out experiments with ACSF heated to 32&#x2013;34&#x00B0;C with a resistive inline heater (Scientifica Ltd, Uckfield, UK), with temperature recorded and verified offline. Recordings were truncated or not used if outside this range.</p>
<p>An internal solution was prepared containing (in mM) 1 or 5 KCl, 115 K-Gluconate, 10 K-HEPES, 4 Mg-ATP, 0.3 Na-GTP, 10 Na<sub>2</sub>-Phosphocreatine and 0.1% biocytin. KOH was added to reach a pH of 7.2 to 7.4 and sucrose was added to reach the target osmolality of 310 mOsm. To visualize patched cells, 20 &#x03BC;M of Alexa 594 Hydrazide dye (Life Technologies, Eugene, OR, USA) was added to the internal solution. Patch pipettes were pulled using the P-1000 puller (Sutter Instruments, Novato, CA, USA). The pipette resistances varied between 4 and 7 M&#x03A9;.</p>
<p>We obtained whole-cell recordings using BVC-700A amplifiers (Dagan Corporation, Minneapolis, MN, USA) in current-clamp configuration. Amplified signals were low-pass filtered at 5 kHz and acquired at 40 kHz using PCI-6229 boards (NI, Austin, TX, USA). All data was acquired in Igor Pro 8 or 9 (WaveMetrics Inc., Lake Oswego, OR, USA) using custom software (<xref ref-type="bibr" rid="B98">Sj&#x00F6;str&#x00F6;m et al., 2001</xref>; <xref ref-type="bibr" rid="B99">Sj&#x00F6;str&#x00F6;m et al., 2003</xref>).<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> We monitored input resistance, series resistance, perfusion temperature, and resting membrane potential during experiments and performed further analyses offline. We did not compensate for series resistance, nor did we account for the liquid junction potential (10 mV).</p>
<p>Cells were patched with a LUMPlanFL N 40 &#x00D7; /0.80 objective (Olympus, Olympus, Melville, NY, USA) using infrared video Dodt contrast on a custom-modified Scientifica SliceScope as previously described (<xref ref-type="bibr" rid="B14">Buchanan et al., 2012</xref>). A Chameleon ULTRA II (Coherent, Santa Clara, CA, USA) titanium-sapphire laser tuned to 920 or 820 nm was used to excite EYFP and Alexa 594 fluorophores, respectively. VIP INs were targeted based on EYFP expression visualized with 2-photon (2P) microscopy at 920 nm. L5 BCs and MCs were targeted based on their small round-shaped soma which were distinctly different from L5 pyramidal cells (PCs) which have a triangular-shaped soma and prominent apical dendrite. Cell identity was verified <italic>post hoc</italic> using electrophysiological and morphological properties (see below and <xref ref-type="fig" rid="F1">Figure 1</xref>, <xref ref-type="supplementary-material" rid="DS1">Supplementary Figures 5, 7</xref>, and <xref ref-type="supplementary-material" rid="DS1">Supplementary Tables 1</xref>, <xref ref-type="supplementary-material" rid="DS1">2</xref>). Briefly, BCs were characterized by their typical fast-spiking physiology, narrow action potential half width, and high rheobase as well as their densely branching axons and dendrites. MCs were characterized by their accommodating firing pattern and lower rheobase as well as their ascending axon and dangling dendrites (<xref ref-type="bibr" rid="B95">Silberberg and Markram, 2007</xref>; <xref ref-type="bibr" rid="B14">Buchanan et al., 2012</xref>; <xref ref-type="bibr" rid="B96">Sippy and Yuste, 2013</xref>; <xref ref-type="bibr" rid="B106">Tremblay et al., 2016</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>VIP IN morphology varied with cortical layer. <bold>(A)</bold> Sample reconstructions from a L2/3 VIP IN (left), a L5 VIP IN (middle), and a L6 VIP IN (right). Scale bar is 250 &#x03BC;m for both axes. Axons are labeled yellow and dendrites are labeled pink throughout the figure. <bold>(B)</bold> Compartment density heat map for L2/3 VIP INs (<italic>n</italic> = 27 cells, <italic>N</italic> = 21 animals), L5 VIP INs (<italic>n</italic> = 3 cells, <italic>N</italic> = 3 animals), and L6 VIP INs (<italic>n</italic> = 5 cells, <italic>N</italic> = 4 animals) appear to be vertically asymmetric. Heat maps are centered vertically on the boundary between L4 and L5. <bold>(C)</bold> Comparing the axonal and dendritic compartment center of mass vertically, we found that VIP IN dendrites branched upwards toward the pial surface whereas VIP IN axons chiefly projected toward deeper cortical layers (L2/3 VIP IN axon: &#x2013;110 &#x03BC;m &#x00B1; 8 &#x03BC;m vs. L2/3 VIP IN dendrite: 44 &#x03BC;m &#x00B1; 10 &#x03BC;m, <italic>t</italic>-test <italic>p</italic> &#x003C; 0.001; L5 VIP IN axon: &#x2013;100 &#x03BC;m &#x00B1; 6 &#x03BC;m vs. L5 VIP IN dendrite: 27 &#x03BC;m &#x00B1; 40 &#x03BC;m, <italic>t</italic>-test <italic>p</italic> = 0.08; L6 VIP IN axon: &#x2013;80 &#x03BC;m &#x00B1; 10 &#x03BC;m vs. L6 VIP IN dendrite: 34 &#x03BC;m &#x00B1; 8 &#x03BC;m, <italic>t</italic>-test <italic>p</italic> &#x003C; 0.001). Dashed line: soma location. <bold>(D)</bold> Sholl analysis revealed that VIP IN dendrites and axons branch most densely at 100 &#x03BC;m from the soma. <bold>(E)</bold> Layer-specific branching revealed that L2/3 VIP IN axons extended into deeper cortical layers, while their dendrites were mostly localized to superficial layers. Axonal and dendritic arbors in L5 and L6 VIP INs were mostly localized to deeper cortical layers. Branching was measured as the total branch length cumulated across cells.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fncel-18-1389094-g001.tif"/>
</fig>
</sec>
<sec id="S2.SS3">
<title>Long-term plasticity experiments</title>
<p>To explore long-term plasticity at VIP IN outputs, BCs and MCs were targeted for whole-cell recording in acute slices from P21-P40 VIP-ChR2 mice. L2/3 VIP INs were visualized using 2P microscopy at 920 nm. To activate ChR2-expressing L2/3 VIP INs, a blue laser (1-W 445-nm Blue Laser Diode Module, Item Id: 131542738201, Laserland, eBay.ca) was guided into the same light path as the 2P beam using a dichroic (FF665-Di02, Semrock Inc., Rochester, NY, USA) and controlled with a pair of 6215H 3-mm galvanometric mirrors (Cambridge Technologies, Bedford, MA, USA). The blue laser was gated by the MultiPatch software described above, thus enabling synchronization with electrophysiology acquisition. Blue laser pulses aimed onto fluorescent L2/3 VIP INs had a power of 20 mW and a duration of either 2 ms or 5 ms. L5 BCs and MCs that showed inhibitory postsynaptic potentials (IPSPs) in response to ChR2 activation were used for experiments.</p>
<p>To explore long-term plasticity at VIP IN inputs, L2/3 VIP INs were targeted for whole-cell recording using 2P microscopy at 920 nm. An extracellular stimulating pipette filled with ACSF was brought into the slice &#x223C;100&#x2013;200 &#x03BC;m from the patched cell and was used to activate VIP IN inputs. Extracellular stimulation was performed using a Biphasic Stimulation Isolator BSI-950 (Dagan Corporation, Minneapolis, MN, USA) that was manipulated via the MultiPatch software described above. Extracellular stimulation pulses were 100 &#x03BC;s in duration. Excitatory postsynaptic potential (EPSP) responses in patched VIP INs were inspected to ensure they were due to the activation of VIP IN inputs rather than direct stimulation of the patched VIP IN itself. A depolarization onset that emerged directly from the stimulation artifact was indicative of direct stimulation, whereas a depolarization onset that occurred 1&#x2013;2 ms after the stimulation artifact was indicative of indirect stimulation. An input-output curve was used to measure the response amplitude to incremental increases in extracellular stimulation strength in the patched cell. The stimulation strength that yielded EPSPs at least 1 mV in amplitude and below the spiking threshold was used for the experiment.</p>
<p>For long-term plasticity experiments at VIP IN inputs and outputs, an initial pre-induction baseline consisted of two laser or extracellular stimulation pulses followed by two current pulses, both delivered at 30 Hz and offset by 700 ms, repeated 60 times over a period of 10 min. The induction protocol consisted of five laser or extracellular stimulation pulses and five current pulses delivered at 50 Hz and offset by &#x00B1; 10 or +25 ms or delivered at 20 Hz and offset by &#x00B1; 25 ms. The induction protocol was repeated 15 times for 2.5 min. The post-pairing baseline &#x2014; which was contents-wise identical to the initial baseline &#x2014; was repeated for up to 1 h. Control experiments had only presynaptic (pre only) or only postsynaptic spiking (post only) during the induction period. The time window for quantifying post-induction synaptic response amplitude started 10 min after the end of the induction and continued until the end of each individual experiment. This was compared to or normalized to the synaptic responses acquired during the pre-induction baseline period.</p>
<p>The paired-pulse ratio (PPR) was calculated as IPSP<sub>2</sub>/IPSP<sub>1</sub> or EPSP<sub>2</sub>/EPSP<sub>1</sub> for the pre-pairing and post-pairing periods. The change in PPR (&#x0394;PPR) was calculated as PPR<sub>after</sub> - PPR<sub>before</sub>. Coefficient of variation (CV) analysis was performed as previously described (<xref ref-type="bibr" rid="B13">Brock et al., 2020</xref>). Briefly, the mean and CV of IPSP<sub>1</sub> or EPSP<sub>1</sub> were calculated for the pre-pairing period, followed by normalizing mean and CV<sup>&#x2013;2</sup> to the post-pairing period. The angle (&#x03B8;) was defined by the diagonal unity line and the line formed by linking the starting coordinate (1, 1) and CV analysis endpoint. &#x03B8; &#x003C; 0 (i.e., clockwise from diagonal) indicated a postsynaptic locus of plasticity expression, while &#x03B8; &#x003E; 0 indicated a presynaptic locus (<xref ref-type="bibr" rid="B13">Brock et al., 2020</xref>).</p>
</sec>
<sec id="S2.SS4">
<title>Identification of motor cortex layers</title>
<p>The motor cortex was targeted based on the location of the corpus callosum white matter tract. L1 and white matter were identified based on their lack of cell bodies. For electrophysiological experiments, we differentiated between L2/3, L5 and, L6 based on PC morphology. In L2/3, PC somata are relatively small, whereas in L5, PCs have large somata and a thick apical dendrite. L6 PCs have rounded somata and a thin apical dendrite.</p>
<p>Layer boundaries for immunohistochemistry and biocytin histology were informed by NeuN cell counts and <italic>in situ</italic> hybridization (ISH) data from the Allen Institute Mouse Brain Atlas (<xref ref-type="bibr" rid="B53">Lein et al., 2007</xref>). We selected ISH images stained for Stard8, Rorb, Bend5, and Ighm expression, which was restricted to L2/3, L4, L5, and L6, respectively. Using Fiji/ImageJ (<xref ref-type="bibr" rid="B92">Schindelin et al., 2012</xref>), we selected a &#x223C;800-&#x03BC;m-wide linear region of interest spanning the motor cortex from pial surface to white matter and measured the intensity profile across the cortical thickness. We thus overlayed the intensity profile for each gene marker (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 1</xref>). Each density profile was baseline-subtracted, peak-normalized, and box-smoothed (setting 10) in Igor Pro 9. The point of intersection between pixel intensity profiles were then used to define layer boundaries. The percentage distance normalized from pial surface to white matter was used to inform layer boundaries in individual slices.</p>
<p>We were concerned that fixed tissue samples might be altered, e.g., due to fixation, cover slipping, or other histology steps, which might distort the apparent cortical thickness. We therefore verified the cortical thickness in fixed tissue by comparing to the acute slice in electrophysiology experiments, which revealed a good match, thus validating the accuracy of fixed slice samples.</p>
</sec>
<sec id="S2.SS5">
<title>Immunohistochemistry</title>
<p>P21-P40 VIP-ChR2 mice were anesthetized with isofluorane and transcardially perfused with 0.1 M phosphate buffered saline (PBS) followed by 4% paraformaldehyde. Brains were incubated in 4% paraformaldehyde overnight, and then stored for two additional days in a 30% (w/v) sucrose solution. Next, brains were mounted in plastic cubes containing Optimal Cutting Temperature embedding medium (25608-930, VWR, Radnor, PA, USA) and then frozen using a bath of 100% EtOH and dry ice. Fixed brains were sectioned with a cryostat at 50 &#x03BC;m thickness through the motor cortex and sections were placed in a 0.01 M PBS solution. Sections underwent a 20-min wash in 0.01 M PBS with 1% Triton-X followed by a 90-min wash in 0.01 M PBS with 0.3% Triton-X and 10% normal donkey serum (NDS; 017-000-121 Jackson ImmunoResearch, West Grove, PA, USA). All antibody incubations were performed in 0.01 M PBS with 0.3% Triton-X and 1% NDS.</p>
<p>Sections were incubated overnight at 4&#x00B0;C in the following primary antibodies: 1:500 rabbit anti-VIP (20077, ImmunoStar, Dietzenbach, Germany), 1:100 rat anti-somatostatin (ab30788, Abcam, Boston, MA, USA), 1:1000 chicken anti-GFP (ab13970, Abcam), 1:500 mouse anti-parvalbumin (p3088, Sigma, St. Louis, MO, USA), and 1:1000 mouse anti-NeuN (ab104224, Abcam). Twenty-four hours later, tissue underwent three 15-min washes in 0.01 M PBS with 0.3% Triton-X and 1% NDS, followed by a 90-min incubation in the following Alexa Fluor secondary antibodies at 1:1000: donkey anti-rabbit 647 (711-605-152, Jackson ImmunoResearch), donkey anti-rat 594 (712-585-150, Jackson ImmunoResearch), donkey anti-chicken 488 (703-545-155, Jackson ImmunoResearch), goat anti-mouse 647 (A21240, ThermoFisher Scientific, Waltham, MA, USA), and donkey anti-mouse 568 (SAB4600075, Sigma). Next, the tissue underwent three 20-min washes in 0.01 M PBS with 0.3% Triton-X and 1% NDS. Following this procedure, coronal slices were mounted using coverslips with a 40 &#x03BC;l bolus of ProLong Gold Antifade Mountant (ThermoFisher Scientific).</p>
<p>Sections were imaged using a Fluoview FV1000 confocal laser scanning microscope and Fluoview software (Olympus Canada, Richmond Hill, ON, Canada) or a Zeiss LSM780 confocal laser scanning microscope and ZEN software (Zeiss, Oberkochen, Germany). Image analysis and quantification were performed using Fiji/ImageJ (<xref ref-type="bibr" rid="B92">Schindelin et al., 2012</xref>) and Igor Pro 9 (Wavemetrics). Cell counts for neurons expressing VIP, EYFP, somatostatin (SST) and parvalbumin (PV) were carried out across all six cortical layers and in both hemispheres.</p>
</sec>
<sec id="S2.SS6">
<title>Biocytin histology and morphological reconstructions</title>
<p>Patched VIP INs, MCs, and BCs used in long-term plasticity experiments were saved for neuronal reconstruction. Once the experiment was completed, the patch pipette was removed slowly while applying light positive pressure. Sections were then incubated in 4% paraformaldehyde overnight and were stored in 0.01 M PBS solution for up to 3 weeks before staining.</p>
<p>Sections underwent four 10-min washes in 0.01 M Tris-buffered saline (TBS) solution with 0.3% Triton-X followed by a 1-h wash in 0.01 M TBS with 0.3% Triton-X and 10% NDS. Sections were incubated overnight at 4&#x00B0;C in 0.01 M TBS with 0.3% Triton-X and 1% NDS, supplemented with 1:200 Alexa Fluor 647- or Alexa fluor 488-conjugated Streptavidin (ThermoFisher Scientific). Twenty-four hours later, tissue underwent four 10-min washes in 0.01 M TBS. Following this procedure, sections were mounted using coverslips with a 40 &#x03BC;l bolus of ProLong Gold Antifade Mountant (ThermoFisher Scientific). 3D image stacks were acquired using a Zeiss LSM780 confocal laser scanning microscope and ZEN software (Zeiss) and used for morphological reconstructions.</p>
<p>3D confocal image stacks were contrast adjusted and converted to 8 bits or 16 bits in Fiji (<xref ref-type="bibr" rid="B92">Schindelin et al., 2012</xref>) and then imported into Neuromantic V1.7.5 (<xref ref-type="bibr" rid="B73">Myatt et al., 2012</xref>) for manual tracing. Morphometry was performed in Igor Pro 9 (Wavemetrics) using the qMorph in-house custom software as previously described (<xref ref-type="bibr" rid="B14">Buchanan et al., 2012</xref>; <xref ref-type="bibr" rid="B115">Zhou et al., 2021</xref>).<sup><xref ref-type="fn" rid="footnote2">2</xref></sup></p>
</sec>
<sec id="S2.SS7">
<title>Statistics</title>
<p>Unless otherwise noted, results are reported as the mean &#x00B1; standard error of the mean (SEM). Significance levels are denoted using asterisks (&#x002A;<italic>p</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01, &#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001). Pairwise comparisons were carried out using a two-tailed Student&#x2019;s <italic>t</italic>-test for equal means. If an equality of variances <italic>F</italic> test gave <italic>p</italic> &#x003C; 0.05, we employed the unequal variances <italic>t</italic>-test. Wilcoxon-Mann-Whitney&#x2019;s non-parametric test was always used in parallel to the <italic>t</italic>-test, yielding similar outcomes. Statistical tests were performed in Igor Pro 9 (Wavemetrics).</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>The VIP-ChR2 mouse line reliably identifies VIP INs</title>
<p>We created a VIP-ChR2 mouse line by crossing a VIP-Cre driver line with the Ai32 ChR2/EYFP reporter line (Methods). We validated our VIP-ChR2 mice by exploring the degree of overlap between the genetic EYFP tag and VIP expression. To do so, we relied on immunohistochemistry (Methods). This revealed that &#x223C;80% of EYFP-positive cells were also positive for VIP and that &#x223C;88% of VIP-positive cells were also positive for EYFP (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 2</xref>), demonstrating that our VIP-ChR2 mouse line was highly specific for VIP INs, in agreement with the prior literature (<xref ref-type="bibr" rid="B105">Taniguchi et al., 2011</xref>).</p>
<p>Next, we looked at the spatial distribution of VIP INs across the cortical layers. Similar to what has been shown in the barrel cortex (<xref ref-type="bibr" rid="B87">Pr&#x00F6;nneke et al., 2015</xref>; <xref ref-type="bibr" rid="B4">Alm&#x00E1;si et al., 2019</xref>) and visual cortex (<xref ref-type="bibr" rid="B38">Gonchar et al., 2007</xref>), we found in the motor cortex that most VIP INs were located in L2/3 (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 3</xref>). We also explored whether VIP INs expressed SST or PV &#x2014; molecular markers of MCs and BCs, respectively (<xref ref-type="bibr" rid="B10">Blackman et al., 2013</xref>) &#x2014; but found that they did not (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 4</xref>), in agreement with the prior literature (<xref ref-type="bibr" rid="B87">Pr&#x00F6;nneke et al., 2015</xref>).</p>
</sec>
<sec id="S3.SS2">
<title>L2/3, L5, and L6 VIP INs are electrophysiologically indistinguishable</title>
<p>We compared the electrophysiological properties of a total of 46 patched VIP INs from L2/3, L5, and L6. We found no detectable differences across layers in basic electrophysiological properties such as resting membrane potential, firing threshold, action potential height, action potential half width, rheobase, membrane time constant, and input resistance (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>). We also found that VIP INs had varying spike patterns. Following the Petilla convention (<xref ref-type="bibr" rid="B7">Ascoli et al., 2008</xref>), we found that VIP INs exhibited three different action potential firing patterns: adapting, burst firing, and irregular firing (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 5</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>).</p>
</sec>
<sec id="S3.SS3">
<title>L2/3, L5, and L6 VIP INs morphologies vary with cortical layer</title>
<p>We investigated the morphology of VIP INs in the mouse motor cortex. We used biocytin histology and confocal imaging to 3D reconstruct patched VIP INs in L2/3, L5 and L6. Consistent with previous findings in the barrel cortex (<xref ref-type="bibr" rid="B87">Pr&#x00F6;nneke et al., 2015</xref>), we found that VIP INs have dendrites that project toward the pial surface and axons that extend into deeper cortical layers (<xref ref-type="fig" rid="F1">Figures 1A&#x2013;C</xref>). Sholl analysis (<xref ref-type="bibr" rid="B94">Sholl, 1953</xref>) additionally revealed that VIP IN dendrites and axons were most densely branched around 100 &#x03BC;m away from the soma (<xref ref-type="fig" rid="F1">Figure 1D</xref>). L2/3 VIP IN dendrites were mostly localized to superficial layers, whereas their axons extended into deeper cortical layers. L5 and L6 VIP INs dendrites and axons were mostly localized to deeper cortical layers (<xref ref-type="fig" rid="F1">Figure 1E</xref>).</p>
</sec>
<sec id="S3.SS4">
<title>Long-term plasticity at VIP IN outputs</title>
<sec id="S3.SS4.SSS1">
<title>Reliable optogenetic activation of VIP INs</title>
<p>Because L2/3 VIP INs are mostly found in L2/3 (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 3</xref>; <xref ref-type="bibr" rid="B38">Gonchar et al., 2007</xref>; <xref ref-type="bibr" rid="B87">Pr&#x00F6;nneke et al., 2015</xref>; <xref ref-type="bibr" rid="B4">Alm&#x00E1;si et al., 2019</xref>) and because L2/3 VIP INs are more homogeneous compared to other layers (<xref ref-type="bibr" rid="B39">Gouwens et al., 2020</xref>), we decided to target these INs for the subsequent experiments exploring long-term plasticity at VIP IN inputs and outputs. We first targeted L2/3 VIP INs for whole-cell recording and used blue laser light to explore whether we could reliably drive ChR2 to spike the cell. We found that blue laser light reliably evoked spiking up to 50 Hz (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 6</xref>).</p>
</sec>
<sec id="S3.SS4.SSS2">
<title>VIP IN&#x2192;MC connections exhibited causal LTD</title>
<p>In acute slices from VIP-ChR2 mice, we targeted MCs for whole-cell recording and optogenetically activated presynaptic VIP INs to explore how plasticity of VIP IN&#x2192;MC synapses depend on spike rate and timing (<xref ref-type="fig" rid="F2">Figure 2A</xref>). We found that MC disinhibition was possible by inducing LTD at 50 Hz firing rate and causal timing difference of &#x0394;t = +10 ms (<xref ref-type="fig" rid="F2">Figure 2B</xref>). In contrast, we found no plasticity at other tested timings and frequencies (pooled: 50 Hz and &#x0394;t = &#x2212;10 ms, +25 ms; 20 Hz and &#x0394;t = &#x00B1;25 ms) or in control experiments with no postsynaptic spiking (<xref ref-type="fig" rid="F2">Figures 2C, D</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Causal STDP yielded LTD at VIP IN&#x2192;MC synapses. <bold>(A)</bold> Schematic illustrating the patched L5 MC and laser-activated L2/3 VIP INs in the motor cortex. <bold>(B)</bold> Sample experiment from a whole-cell recording at a VIP IN&#x2192;MC connection using an induction paradigm (gray bar) of 50 Hz, +10 ms revealed how LTD was elicited in the postsynaptic MC (after/before = 75%, <italic>p</italic> &#x003C; 0.001). The dark blue bar (pre-pairing) and light blue bar (post-pairing) indicate the time window for plasticity quantification. Causal pre-pairing IPSPs are labeled in dark blue, causal post-pairing IPSPs are labeled in light blue. <bold>(C)</bold> Sample experiment from a whole-cell recording at a VIP IN&#x2192;MC connection using an induction paradigm (gray bar) of 50 Hz, &#x2013;10 ms showed that no change in IPSP response was elicited in the postsynaptic MC (after/before = 97%, <italic>p</italic> = 0.59). The red bar (pre-pairing) and pink bar (post-pairing) indicate the time window for plasticity quantification. Acausal pre-pairing IPSPs are labeled in red, acausal post-pairing IPSPs are labeled in pink. <bold>(D)</bold> Ensemble averages showed that causal LTD only occurs at VIP IN&#x2192;MC synapses with an induction paradigm of 50 Hz, +10 ms (ANOVA <italic>p</italic> &#x003C; 0.05; +10 ms: 78% &#x00B1; 6%, <italic>n</italic> = 7 connections, <italic>N</italic> = 7 animals, vs. pooled: 98% &#x00B1; 4%, <italic>n</italic> = 21 connections, <italic>N</italic> = 18 animals, <italic>t</italic>-test <italic>p</italic> &#x003C; 0.01; +10 ms vs. pre only controls: 100% &#x00B1; 4%, <italic>n</italic> = 7 connections, <italic>N</italic> = 7 animals, <italic>t</italic>-test <italic>p</italic> &#x003C; 0.01; pooled vs. pre only controls, <italic>t</italic>-test <italic>p</italic> = 0.68). <bold>(E)</bold> VIP IN&#x2192;MC LTD did not change &#x0394;PPR compared to the pooled group (+10 ms: 0.027 &#x00B1; 0.07 vs. pooled: &#x2013;0.032 &#x00B1; 0.02, Wilcoxon test <italic>p</italic> = 0.98), suggesting a postsynaptic locus of expression for plasticity. <bold>(F)</bold> For CV analysis, points below diagonal for VIP IN&#x2192;MC LTD (Wilcoxon test, &#x03B8; = 22&#x00B0; &#x00B1; 2&#x00B0;, <italic>p</italic> &#x003C; 0.01) suggests that IPSP suppression was due to a reduction in presynaptic release (<xref ref-type="bibr" rid="B13">Brock et al., 2020</xref>).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fncel-18-1389094-g002.tif"/>
</fig>
<p>We then assessed the locus of expression of VIP IN&#x2192;MC LTD. We utilized two independent methods for determining the pre- versus postsynaptic locus, synaptic response PPR (<xref ref-type="bibr" rid="B10">Blackman et al., 2013</xref>) and CV analysis (<xref ref-type="bibr" rid="B13">Brock et al., 2020</xref>). We found that VIP IN&#x2192;MC LTD did not change &#x0394;PPR compared to controls, suggesting a postsynaptic locus of expression (<xref ref-type="fig" rid="F2">Figure 2E</xref>). In contrast with &#x0394;PPR, VIP IN&#x2192;MC LTD reduced 1/CV<sup>2</sup> (<xref ref-type="fig" rid="F2">Figure 2F</xref>), suggesting decreased presynaptic release (<xref ref-type="bibr" rid="B10">Blackman et al., 2013</xref>; <xref ref-type="bibr" rid="B13">Brock et al., 2020</xref>).</p>
</sec>
<sec id="S3.SS4.SSS3">
<title>No STDP detected at VIP IN&#x2192;BC connections</title>
<p>We next explored STDP at VIP IN&#x2192;BC synapses. In our VIP-ChR2 mice, we targeted motor cortex L5 BCs for whole-cell recording and selectively activated L2/3 VIP INs using blue laser light (<xref ref-type="fig" rid="F3">Figure 3A</xref>). Unlike VIP IN&#x2192;MC synapses, we found that VIP IN&#x2192;BC synapses exhibited no detectable STDP (<xref ref-type="fig" rid="F3">Figures 3B&#x2013;E</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>No STDP detected at VIP IN&#x2192;BC synapses. <bold>(A)</bold> Schematic illustrating the patched L5 BC and laser-activated L2/3 VIP INs in the motor cortex. <bold>(B)</bold> Sample experiment from a whole-cell recording at a VIP IN&#x2192;BC connection using an induction paradigm (gray bar) of 50 Hz, +10 ms revealed that no change in IPSP response was elicited in the postsynaptic BC (after/before = 106%, <italic>p</italic> = 0.27). The dark blue bar (pre-pairing) and light blue bar (post-pairing) indicate the time window for plasticity quantification. Causal pre-pairing IPSPs are labeled in dark blue, causal post-pairing IPSPs are labeled in light blue. <bold>(C)</bold> Sample experiment from a whole-cell recording at a VIP IN&#x2192;BC connection using an induction paradigm (gray bar) of 50 Hz, &#x2013;10 ms showed that no change in IPSP response was elicited in the postsynaptic BC (after/before = 93%, <italic>p</italic> = 0.75). The red bar (pre-pairing) and pink bar (post-pairing) indicate the time window for plasticity quantification. Acausal pre-pairing IPSPs are labeled in red, acausal post-pairing IPSPs are labeled in pink. <bold>(D)</bold> Ensemble averages showed that VIP IN&#x2192;BC synapses did not undergo any detectable plasticity following our induction protocol ( &#x00B1; 10 ms: 89% &#x00B1; 6%, <italic>n</italic> = 13 connections, <italic>N</italic> = 13 animals vs. control: 102% &#x00B1; 8%, <italic>n</italic> = 10 connections, <italic>N</italic> = 9 animals, <italic>t</italic>-test <italic>p</italic> = 0.22). Pre only (<italic>n</italic> = 5 connections, <italic>N</italic> = 4 animals) and post only (<italic>n</italic> = 5 connections, <italic>N</italic> = 5 animals) control conditions were indistinguishable (<italic>t</italic>-test <italic>p</italic> = 0.89) and were therefore pooled in one control group. <bold>(E)</bold> There was no change in &#x0394;PPR at VIP IN&#x2192;BC synapses ( &#x00B1; 10 ms: &#x2013;0.0075 &#x00B1; 0.03 vs. control: &#x2013;0.041 &#x00B1; 0.03, <italic>t</italic>-test <italic>p</italic> = 0.35).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fncel-18-1389094-g003.tif"/>
</fig>
</sec>
<sec id="S3.SS4.SSS4">
<title>Post-hoc identification of MCs and BCs</title>
<p>MCs and BCs were identified based on their distinct electrophysiological and morphological properties (<xref ref-type="bibr" rid="B106">Tremblay et al., 2016</xref>). Compared to fast-spiking BCs, MCs had an adapting firing pattern with a lower rheobase, higher input resistance, larger spike half width, and longer membrane time constant (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 2</xref>). MCs had a single characteristically ascending axon and dangling dendrites, while BCs had highly locally branching axonal and dendritic arbors that were relatively radially symmetric (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 7</xref>).</p>
</sec>
</sec>
<sec id="S3.SS5">
<title>Long-term plasticity at VIP inputs</title>
<sec id="S3.SS5.SSS1">
<title>E&#x2192;VIP IN connections exhibit LTP irrespective of temporal order</title>
<p>Next, we studied long-term plasticity at VIP IN inputs. We patched L2/3 VIP INs and used extracellular stimulation to readily recruit excitatory inputs onto VIP INs (<xref ref-type="fig" rid="F4">Figure 4A</xref>). We found that E&#x2192;VIP IN synapses were potentiated at 50 Hz firing rate with both causal and acausal timings of &#x0394;t = &#x00B1;10 ms (<xref ref-type="fig" rid="F4">Figures 4B&#x2013;D</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>VIP inputs exhibit LTP irrespective of temporal order. <bold>(A)</bold> Schematic illustrating the activation of L2/3 VIP IN inputs using extracellular stimulation in the motor cortex. <bold>(B)</bold> Sample experiment from a whole-cell recording at a L2/3 VIP IN using an induction paradigm (gray bar) of 50 Hz, +10 ms revealed that LTP was elicited at this E&#x2192;VIP IN synapse (after/before = 147%, <italic>p</italic> &#x003C; 0.001). The dark blue bar (pre-pairing) and light blue bar (post-pairing) indicate the time window for plasticity quantification. Causal pre-pairing EPSPs are labeled in dark blue, causal post-pairing EPSPs are labeled in light blue. <bold>(C)</bold> Sample experiment from a whole-cell recording of a L2/3 VIP IN using an induction paradigm (gray bar) of 50 Hz, &#x2013;10 ms revealed that LTP was elicited at this E&#x2192;VIP IN synapse (after/before = 203%, <italic>p</italic> &#x003C; 0.001). The red bar (pre-pairing) and pink bar (post-pairing) indicate the time window for plasticity quantification. Acausal pre-pairing EPSPs are labeled in red, acausal post-pairing EPSPs are labeled in pink. <bold>(D)</bold> Ensemble averages showed that LTP is induced at E&#x2192;VIP IN synapses at 50 Hz, &#x00B1; 10 ms (Brown-Forsythe ANOVA <italic>p</italic> &#x003C; 0.01; +10 ms: 140% &#x00B1; 6%, <italic>n</italic> = 7 connections, <italic>N</italic> = 4 animals vs. control: 99% &#x00B1; 9%, <italic>n</italic> = 10 connections, <italic>N</italic> = 8 animals, Wilcoxon-Mann-Whitney test <italic>p</italic> &#x003C; 0.01; &#x2013;10 ms: 168% &#x00B1; 17%, <italic>n</italic> = 8 connections, <italic>N</italic> = 7 animals vs. control, Wilcoxon-Mann-Whitney test <italic>p</italic> &#x003C; 0.01; +10 ms vs. &#x2013;10 ms, Wilcoxon-Mann-Whitney test <italic>p</italic> = 0.23). Pre only (<italic>n</italic> = 5 connections, <italic>N</italic> = 5 animals) and post only (<italic>n</italic> = 5 connections, <italic>N</italic> = 3 animals) control conditions were indistinguishable (Wilcoxon-Mann-Whitney test <italic>p</italic> = 0.15) and were therefore pooled in one control group. <bold>(E)</bold> There was no change in &#x0394;PPR following E&#x2192;VIP IN LTP ( &#x00B1; 10 ms: 0.019 &#x00B1; 0.04, <italic>n</italic> = 14 connections, <italic>N</italic> = 10 animals vs. control: 0.30 &#x00B1; 0.1, <italic>n</italic> = 10 connections, <italic>N</italic> = 8 animals, Wilcoxon test <italic>p</italic> = 0.17). <bold>(F)</bold> For CV analysis, points below diagonal for E&#x2192;VIP IN LTP (+10 ms: Wilcoxon test, &#x03B8; = 266&#x00B0; &#x00B1; 9&#x00B0;, <italic>p</italic> &#x003C; 0.001; &#x2013;10 ms: Wilcoxon test, &#x03B8; = 234&#x00B0; &#x00B1; 19&#x00B0;, <italic>p</italic> &#x003C; 0.001) indicated that plasticity was postsynaptically expressed (<xref ref-type="bibr" rid="B13">Brock et al., 2020</xref>).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fncel-18-1389094-g004.tif"/>
</fig>
<p>We then assessed whether E&#x2192;VIP IN LTP was expressed presynaptically or postsynaptically. We found that E&#x2192;VIP IN LTP did not change PPR (<xref ref-type="fig" rid="F4">Figure 4E</xref>), in keeping with postsynaptically expressed LTP. In agreement, E&#x2192;VIP IN LTP did not reduce 1/CV<sup>2</sup> (<xref ref-type="fig" rid="F4">Figure 4F</xref>), which also suggested a postsynaptic locus of expression (<xref ref-type="bibr" rid="B10">Blackman et al., 2013</xref>; <xref ref-type="bibr" rid="B13">Brock et al., 2020</xref>).</p>
</sec>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>VIP IN-mediated disinhibition has consistently been shown to boost learning and plasticity in cortical circuits (<xref ref-type="bibr" rid="B36">Fu et al., 2014</xref>; <xref ref-type="bibr" rid="B35">Fu et al., 2015</xref>; <xref ref-type="bibr" rid="B3">Adler et al., 2019</xref>). Yet, to our knowledge, no studies have explored the plasticity of VIP INs themselves. Here, we described the phenomenology of long-term plasticity at VIP IN inputs and outputs in the mouse motor cortex (<xref ref-type="fig" rid="F5">Figure 5</xref>). We found that VIP IN&#x2192;MC synapses underwent causal LTD, but we could not detect any STDP at VIP IN&#x2192;BC synapses. On the input side, we found that E&#x2192;VIP IN synapses potentiated for both causal and acausal timings. Taken together, our findings reveal that plasticity at VIP IN inputs and outputs is specific to synapse type.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Plasticity of VIP IN inputs and outputs in the motor cortex. VIP IN inputs and outputs in the motor cortex undergo plasticity. We found that VIP IN inputs (labeled in gray) were potentiated with both causal and acausal timings. VIP IN outputs (labeled in blue) underwent causal LTD at VIP IN&#x2192;MC synapses. VIP IN&#x2192;BC synapses, on the other hand, did not exhibit any detectable plasticity. &#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="fncel-18-1389094-g005.tif"/>
</fig>
<sec id="S4.SS1">
<title>Synapse-type specificity</title>
<p>Synapse-type-specific plasticity has been reported throughout the brain (<xref ref-type="bibr" rid="B52">Larsen and Sj&#x00F6;str&#x00F6;m, 2015</xref>) and allows synapses to adapt differentially depending on factors such as target cell (<xref ref-type="bibr" rid="B10">Blackman et al., 2013</xref>) or functional role in the microcircuit (<xref ref-type="bibr" rid="B70">McFarlan et al., 2023</xref>). In our study, we found that plasticity outcomes at VIP IN outputs depend on synapse type. This synapse-type-specific plasticity has been reported at I&#x2192;I synapses in L2/3 visual cortex, where presynaptic tetanic stimulation induced I&#x2192;I LTP at PV IN&#x2192;PV IN synapses but not at SST IN&#x2192;PV IN synapses (<xref ref-type="bibr" rid="B91">Sarihi et al., 2012</xref>). Similarly, increased PC activity in L2/3 prefrontal cortex selectively potentiated SST IN&#x2192;PC synapses but not PV IN&#x2192;PC synapses (<xref ref-type="bibr" rid="B19">Chiu et al., 2018</xref>). Additionally, I&#x2192;E synapses in the developing cortex exhibited different plasticity rules depending on the location of the postsynaptic cell. For example, auditory cortex L4 IN&#x2192;L5 PC synapses exhibited causal LTP (<xref ref-type="bibr" rid="B30">Field et al., 2020</xref>), whereas visual cortex L4 BC&#x2192;L4 PC synapses exhibited causal LTD that later switched to LTP after critical period sensory experience (<xref ref-type="bibr" rid="B108">Vickers et al., 2018</xref>). The switch in plasticity rules at L4 BC&#x2192;L4 PC synapses suggested that these I&#x2192;E synapses may be important for promoting plasticity, whereas L4 IN&#x2192;L5 PC synapses may provide stability. Overall, these studies highlight the many factors that contribute to synapse-type-specific plasticity which include cell type, cell location, and synapse type.</p>
<p>In our study, plasticity was induced at VIP IN&#x2192;MC synapses but not VIP IN&#x2192;BC synapses. Considering that VIP INs weakly synapse with BCs compared to MCs (<xref ref-type="bibr" rid="B82">Pfeffer et al., 2013</xref>; <xref ref-type="bibr" rid="B46">Kepecs and Fishell, 2014</xref>; <xref ref-type="bibr" rid="B106">Tremblay et al., 2016</xref>; <xref ref-type="bibr" rid="B5">Apicella and Marchionni, 2022</xref>; <xref ref-type="bibr" rid="B16">Campagnola et al., 2022</xref>), it is possible that VIP INs and BCs do not have enough consistent coincident activity to induce STDP at VIP IN&#x2192;BC synapses. Induction of plasticity at VIP IN&#x2192;BC synapses may instead depend on pre- or postsynaptic activity alone. High frequency stimulation of PV INs, for example, resulted in E&#x2192;I LTP and I&#x2192;I LTP in the visual cortex (<xref ref-type="bibr" rid="B91">Sarihi et al., 2012</xref>; <xref ref-type="bibr" rid="B18">Chistiakova et al., 2019</xref>). Moreover, low frequency theta-burst stimulation at excitatory inputs onto hippocampal BCs resulted in E&#x2192;I LTP, whereas high frequency theta-burst stimulation resulted in E&#x2192;I LTD (<xref ref-type="bibr" rid="B15">Camir&#x00E9; and Topolnik, 2014</xref>). Other factors such as neuromodulators may be required for VIP IN&#x2192;BC plasticity. It was demonstrated that the release of the neuropeptide enkephalin by hippocampal VIP INs long-term disinhibited CA2 PCs via I&#x2192;E LTD at PV IN outputs. This VIP IN-mediated disinhibition allowed for enhanced information transfer between hippocampal CA3 and CA2 PCs, which was important for social memory storage (<xref ref-type="bibr" rid="B54">Leroy et al., 2022</xref>). Thus, this form of plasticity did not require the coincident firing of pre and postsynaptic cells, but rather a neuromodulator. Together, these results highlight the need to further explore different induction protocols to elucidate the plasticity rules that govern VIP IN&#x2192;BC synapses.</p>
</sec>
<sec id="S4.SS2">
<title>VIP IN plasticity depends on spike timing</title>
<p>Though plasticity at a given synapse type depends on several factors including rate, timing, depolarization, and higher-order spiking statistics (<xref ref-type="bibr" rid="B98">Sj&#x00F6;str&#x00F6;m et al., 2001</xref>; <xref ref-type="bibr" rid="B32">Froemke and Dan, 2002</xref>; <xref ref-type="bibr" rid="B34">Froemke et al., 2006</xref>; <xref ref-type="bibr" rid="B83">Pfister and Gerstner, 2006</xref>), we focused here on how plasticity at VIP IN inputs and outputs depends on the relative timing of pre- and postsynaptic spiking. We found that LTD induction at VIP IN&#x2192;MC synapses was sensitive to timing (<xref ref-type="fig" rid="F2">Figure 2</xref>). At E&#x2192;VIP IN synapses, however, LTP did not depend on the sign of relative timing, yet pre- or postsynaptic firing alone yielded no plasticity (<xref ref-type="fig" rid="F4">Figure 4</xref>). This demonstrated that this form of LTP was still dependent on spike timing, a defining feature of STDP (<xref ref-type="bibr" rid="B66">Markram et al., 2012</xref>). Previous studies have additionally shown that STDP can be symmetric around the origin (<xref ref-type="bibr" rid="B28">Egger et al., 1999</xref>; <xref ref-type="bibr" rid="B1">Abbott and Nelson, 2000</xref>; <xref ref-type="bibr" rid="B60">Lu et al., 2007</xref>). Taken together, our findings highlight how timing is a key determinant of VIP IN STDP.</p>
</sec>
<sec id="S4.SS3">
<title>The locus of expression</title>
<p>The locus of expression of long-term plasticity is important because it carries with it computational implications (<xref ref-type="bibr" rid="B22">Costa et al., 2015</xref>; <xref ref-type="bibr" rid="B23">Costa et al., 2017</xref>; <xref ref-type="bibr" rid="B71">Mizusaki et al., 2022</xref>). Postsynaptically expressed plasticity generally alters only synaptic strength while leaving short-term dynamics unaffected, although there are exceptions to this rule (<xref ref-type="bibr" rid="B85">Poncer and Malinow, 2001</xref>). Presynaptically expressed long-term plasticity, however, typically alters both short-term plasticity and synaptic gain (<xref ref-type="bibr" rid="B68">Markram and Tsodyks, 1996</xref>; <xref ref-type="bibr" rid="B99">Sj&#x00F6;str&#x00F6;m et al., 2003</xref>; <xref ref-type="bibr" rid="B100">Sj&#x00F6;str&#x00F6;m et al., 2007</xref>). This is because during high-frequency spike trains, the readily releasable pool of vesicles is depleted, which causes short-term synaptic depression (<xref ref-type="bibr" rid="B116">Zucker and Regehr, 2002</xref>), although at some synapse, short-term facilitation dominates for other mechanistic reasons (<xref ref-type="bibr" rid="B10">Blackman et al., 2013</xref>). Either way, these short-term synaptic dynamics are generally strongly affected by pre- but not by postsynaptically expressed long-term plasticity. Short-term plasticity is functionally important as it filters information transferred by a synapse (<xref ref-type="bibr" rid="B31">Fortune and Rose, 2001</xref>; <xref ref-type="bibr" rid="B37">Fuhrmann et al., 2002</xref>). In this view, short-term facilitating connections act as high-pass filtering burst detectors (<xref ref-type="bibr" rid="B61">Maass and Zador, 1999</xref>; <xref ref-type="bibr" rid="B69">Matveev and Wang, 2000</xref>), while short-term depressing connections low-pass filter information for correlation detection and gain-control (<xref ref-type="bibr" rid="B2">Abbott et al., 1997</xref>; <xref ref-type="bibr" rid="B90">Rosenbaum et al., 2012</xref>). For instance, presynaptic LTP would be expected to increase the release probability, thereby depleting the readily-releasable pool of vesicles faster during high-frequency bursts. The ensuing increase in short-term depression thus biases the synapse toward correlation detection at the expense of burst detection (<xref ref-type="bibr" rid="B10">Blackman et al., 2013</xref>; <xref ref-type="bibr" rid="B23">Costa et al., 2017</xref>).</p>
<p>In our study, we analyzed PPR and CV to assess the locus of expression. For VIP IN&#x2192;MC LTD, we found no change in PPR, suggesting a postsynaptic locus of expression (<xref ref-type="fig" rid="F2">Figure 2E</xref>), whereas CV analysis suggested that plasticity was expressed presynaptically (<xref ref-type="fig" rid="F2">Figure 2F</xref>; <xref ref-type="bibr" rid="B13">Brock et al., 2020</xref>). This apparent discrepancy could be explained by the paired-pulse stimulation frequency not being potent enough to sufficiently deplete the readily-releasable pool of vesicles, leading it to be inconclusive. With this interpretation, LTD at VIP IN&#x2192;MC was presynaptically expressed. In this view, this form of LTD would thus be expected to alter the information filtering of VIP IN&#x2192;MC synapses in addition to weakening them (<xref ref-type="bibr" rid="B10">Blackman et al., 2013</xref>; <xref ref-type="bibr" rid="B23">Costa et al., 2017</xref>).</p>
<p>Mechanistically, presynaptically expressed plasticity at VIP IN&#x2192;MC synapses could be mediated by retrograde messengers like endocannabinoids (<xref ref-type="bibr" rid="B17">Castillo et al., 2012</xref>; <xref ref-type="bibr" rid="B84">Piette et al., 2020</xref>) or BDNF (<xref ref-type="bibr" rid="B43">Inagaki et al., 2008</xref>; <xref ref-type="bibr" rid="B108">Vickers et al., 2018</xref>). Additionally, given that the postsynaptic MC needs to be active in order to coincidentally fire with the presynaptic VIP IN, postsynaptic NMDA receptor signaling may be involved. Indeed, NMDA receptor signaling has been shown to control GABA<sub>A</sub> receptor stability at inhibitory synapses (<xref ref-type="bibr" rid="B72">Muir et al., 2010</xref>).</p>
<p>For inputs to VIP INs, on the other hand, &#x0394;PPR and CV analysis agreed that E&#x2192;VIP IN LTP had a postsynaptic locus of expression (<xref ref-type="fig" rid="F4">Figure 4</xref>). The expression of postsynaptic E&#x2192;E LTP is typically due to the insertion of postsynaptic AMPA receptors (<xref ref-type="bibr" rid="B64">Malinow and Malenka, 2002</xref>; <xref ref-type="bibr" rid="B12">Bredt and Nicoll, 2003</xref>; <xref ref-type="bibr" rid="B47">Kessels and Malinow, 2009</xref>). The NMDA receptor, which is particularly well suited for STDP given its capacity for coincidence detection, is also highly implicated in E&#x2192;E LTP (<xref ref-type="bibr" rid="B112">Wong et al., 2021</xref>). Thus, AMPA receptor insertion and NMDA receptor signaling are strong candidates for the postsynaptic expression of E&#x2192;I LTP at VIP IN inputs.</p>
</sec>
<sec id="S4.SS4">
<title>The consequences of VIP IN plasticity</title>
<p>To understand the consequences of long-term plasticity at VIP IN inputs and outputs, it is important to consider its impact at the circuit level (<xref ref-type="bibr" rid="B70">McFarlan et al., 2023</xref>). LTP of excitatory inputs to VIP INs promotes VIP IN activity, which by inhibiting BCs and MCs is expected to increase circuit activity overall. Consequently, it has been proposed that attention operates through cortical disinhibitory circuits, e.g., by neuromodulation or by top-down control (<xref ref-type="bibr" rid="B49">Kullander and Topolnik, 2021</xref>; <xref ref-type="bibr" rid="B103">Speed and Haider, 2021</xref>). It has been argued that cholinergic modulation specifically of VIP INs is required for attention (<xref ref-type="bibr" rid="B78">Obermayer et al., 2019</xref>), although some disagree and propose that VIP IN activation is orthogonal to attention (<xref ref-type="bibr" rid="B74">Myers-Joseph et al., 2023</xref>). Regardless, we show here how activity-driven VIP IN plasticity can potentially contribute to such attentional effects.</p>
<p>The plasticity of VIP INs may also more generally regulate learning. For instance, VIP IN-mediated suppression of SST INs has been correlated with improved motor learning in the motor cortex (<xref ref-type="bibr" rid="B3">Adler et al., 2019</xref>) as well as enhanced adult plasticity in the visual cortex (<xref ref-type="bibr" rid="B36">Fu et al., 2014</xref>; <xref ref-type="bibr" rid="B35">Fu et al., 2015</xref>). Thus, E&#x2192;I LTP at VIP IN inputs may help to boost learning and plasticity in cortical circuits.</p>
<p>In addition, VIP IN&#x2192;MC LTD is expected to increase inhibition specifically of PC dendrites (<xref ref-type="bibr" rid="B111">Wang et al., 2004</xref>). Although E&#x2192;VIP IN LTP and VIP IN&#x2192;MC LTD may superficially seem to oppose each other if triggered simultaneously, they would additionally redistribute inhibition across the somato-dendritic axis of pyramidal cells (<xref ref-type="bibr" rid="B86">Pouille and Scanziani, 2004</xref>; <xref ref-type="bibr" rid="B10">Blackman et al., 2013</xref>). According to influential theoretical frameworks on cortical associative learning (<xref ref-type="bibr" rid="B51">Larkum, 2013</xref>), such dendritic inhibition is expected to regulate neocortical information storage.</p>
<p>As VIP INs are able to mediate disinhibition (<xref ref-type="bibr" rid="B6">Artinian and Lacaille, 2018</xref>; <xref ref-type="bibr" rid="B49">Kullander and Topolnik, 2021</xref>), they are ideally positioned as key regulators of activity in local circuits, with implications for disease states such as epilepsy (<xref ref-type="bibr" rid="B24">Cunha-Reis and Caulino-Rocha, 2020</xref>). For example, it has been reported that, whereas inhibition of SST INs prolongs seizures, inhibition of VIP INs reduces seizure propensity (<xref ref-type="bibr" rid="B48">Khoshkhoo et al., 2017</xref>). Consequently, the protective role of VIP IN&#x2192;MC LTD might be possible to harness as a therapy for epilepsy.</p>
</sec>
<sec id="S4.SS5">
<title>Caveats</title>
<p>One caveat in our study is the discrepancy between &#x0394;PPR and CV analysis for determining the locus of expression of VIP IN&#x2192;MC LTD. CV analysis suggested that LTD was expressed presynaptically, whereas PPR analysis suggested it was expressed postsynaptically. This discrepancy between CV and PPR analyses could occur if the 30-Hz stimulation was not sufficiently high to deplete the readily releasable pool. It is possible that depleting VIP IN&#x2192;MC synapses better would reveal a change in PPR.</p>
<p>Another potential caveat with our experimental paradigm comes from the use of ChR2 to activate presynaptic VIP INs. Since ChR2 fluxes calcium (<xref ref-type="bibr" rid="B76">Nagel et al., 2003</xref>), it may directly trigger release at synaptic boutons. ChR2 may also depolarize synaptic terminals, again contributing to release. This artifact, if present, would be expected to elevate release and increase short-term depression. Consequently, this may be particularly important when using PPR as a measure for determining the locus of plasticity expression at VIP IN outputs, whereas CV analysis may be less affected. However, given the many hundreds of micrometer distance between presynaptic laser stimulation and postsynaptic cells where VIP IN synapses form (<xref ref-type="fig" rid="F2">Figures 2A</xref>, <xref ref-type="fig" rid="F3">3A</xref>), this artifact seemed unlikely.</p>
<p>Furthermore, the lack of single-cell resolution with respect to presynaptic cell activation &#x2014; we likely optogenetically stimulated more than one presynaptic L2/3 VIP IN at a time. An alternative approach for unitary synapse resolution would be paired recordings (<xref ref-type="bibr" rid="B50">Lalanne et al., 2016</xref>). However, given appreciable distance between L2/3 and L5, the sparsity of VIP INs in the cortex (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 3</xref>), and the overall low connectivity of VIP IN outputs (<xref ref-type="bibr" rid="B110">Walker et al., 2016</xref>), paired recordings would be an impractical tool. Another alternative approach for unitary synapse resolution is by using 2P optogenetic activation (<xref ref-type="bibr" rid="B20">Chou et al., 2023</xref>), which in the future should enable the study of long-term plasticity at multiple VIP IN&#x2192;MC/BC synapses in parallel.</p>
</sec>
<sec id="S4.SS6">
<title>Future directions</title>
<p>To further our understanding of how disinhibitory plasticity impacts the healthy brain as well as neuropathologies, future research will need to explore the plasticity at the many different I&#x2192;I and I&#x2192;I&#x2192;E synapses, to contribute to the plasticitome of cortical INs (<xref ref-type="bibr" rid="B70">McFarlan et al., 2023</xref>). Because it is challenging to explore many different synapse types, this effort will likely require new high-throughput plasticity-mapping approaches (<xref ref-type="bibr" rid="B97">Sj&#x00F6;str&#x00F6;m, 2021</xref>).</p>
<p>We relied here on the STDP experimental paradigm, which is widely believed to be biologically plausible (<xref ref-type="bibr" rid="B65">Markram et al., 2011</xref>; <xref ref-type="bibr" rid="B29">Feldman, 2012</xref>; <xref ref-type="bibr" rid="B66">Markram et al., 2012</xref>). However, some have disagreed and instead argued that STDP is of limited biological relevance (<xref ref-type="bibr" rid="B57">Lisman and Spruston, 2005</xref>; <xref ref-type="bibr" rid="B58">Lisman and Spruston, 2010</xref>). On a related note, due to the experimental challenges associated with targeting these specific synapse types, we could only explore a limited plasticity induction parameter space in this study. Induction protocols that e.g., rely on local dendritic spikes (<xref ref-type="bibr" rid="B42">Holthoff et al., 2004</xref>; <xref ref-type="bibr" rid="B88">Remy and Spruston, 2007</xref>; <xref ref-type="bibr" rid="B9">Bittner et al., 2017</xref>) may thus reveal plasticity at VIP IN&#x2192;BC synapses. We also did not explore neuromodulation, which may additionally gate plasticity (<xref ref-type="bibr" rid="B81">Pawlak et al., 2010</xref>), even synapse specifically for the same cell type (<xref ref-type="bibr" rid="B27">Edelmann et al., 2017</xref>). Our study is thus not a final verdict on VIP IN plasticity, but rather a starting point.</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>The animal study was approved by the Montreal General Hospital Facility Animal Care Committee. The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec id="S7" sec-type="author-contributions">
<title>Author contributions</title>
<p>ARM: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Resources, Software, Visualization, Writing &#x2013; original draft, Writing &#x2013; review and editing, Project administration, Supervision, Validation. CG: Formal analysis, Funding acquisition, Investigation, Writing &#x2013; review and editing, Data curation, Methodology. IG: Formal analysis, Investigation, Writing &#x2013; review and editing, Data curation, Methodology. CW: Formal analysis, Investigation, Writing &#x2013; review and editing, Data curation, Methodology. TAL: Formal analysis, Funding acquisition, Investigation, Writing &#x2013; review and editing, Data curation, Methodology. PJS: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review and editing.</p>
</sec>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. ARM was supported by doctoral awards from FRQS (287520) and HBHL. CG won NSERC USRA, FRQNT BPC, and RI-MUHC studentships. TAL was funded by an NSERC USRA award. PJS acknowledges funding from CFI LOF 28331, CIHR PG 156223, FRSQ CB 254033, and NSERC DG/DAS 2017-04730 as well as 2017-507818. The Montreal General Hospital Foundation kindly funded the Chameleon ULTRA II laser.</p>
</sec>
<ack><p>The authors thank Hovy Wong, Christina Chou, and Sj&#x00F6;str&#x00F6;m laboratory members for help and useful discussions.</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/fncel.2024.1389094/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fncel.2024.1389094/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.pdf" id="DS1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<fn id="footnote1">
<label>1</label>
<p><ext-link ext-link-type="uri" xlink:href="https://github.com/pj-sjostrom/MultiPatch.git">https://github.com/pj-sjostrom/MultiPatch.git</ext-link></p></fn>
<fn id="footnote2">
<label>2</label>
<p><ext-link ext-link-type="uri" xlink:href="https://github.com/pj-sjostrom/qMorph">https://github.com/pj-sjostrom/qMorph</ext-link></p></fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abbott</surname> <given-names>L. F.</given-names></name> <name><surname>Nelson</surname> <given-names>S. B.</given-names></name></person-group> (<year>2000</year>). <article-title>Synaptic plasticity: Taming the beast.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>3</volume>(<issue>Suppl.</issue>), <fpage>1178</fpage>&#x2013;<lpage>1183</lpage>. <pub-id pub-id-type="doi">10.1038/81453</pub-id> <pub-id pub-id-type="pmid">11127835</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abbott</surname> <given-names>L. F.</given-names></name> <name><surname>Varela</surname> <given-names>J. A.</given-names></name> <name><surname>Sen</surname> <given-names>K.</given-names></name> <name><surname>Nelson</surname> <given-names>S. B.</given-names></name></person-group> (<year>1997</year>). <article-title>Synaptic depression and cortical gain control.</article-title> <source><italic>Science</italic></source> <volume>275</volume> <fpage>220</fpage>&#x2013;<lpage>224</lpage>.</citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adler</surname> <given-names>A.</given-names></name> <name><surname>Zhao</surname> <given-names>R.</given-names></name> <name><surname>Shin</surname> <given-names>M. E.</given-names></name> <name><surname>Yasuda</surname> <given-names>R.</given-names></name> <name><surname>Gan</surname> <given-names>W. B.</given-names></name></person-group> (<year>2019</year>). <article-title>Somatostatin-expressing interneurons enable and maintain learning-dependent sequential activation of pyramidal neurons.</article-title> <source><italic>Neuron</italic></source> <volume>102</volume> <fpage>202</fpage>&#x2013;<lpage>216.e7</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2019.01.036</pub-id> <pub-id pub-id-type="pmid">30792151</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alm&#x00E1;si</surname> <given-names>Z.</given-names></name> <name><surname>David</surname> <given-names>C.</given-names></name> <name><surname>Witte</surname> <given-names>M.</given-names></name> <name><surname>Staiger</surname> <given-names>J. F.</given-names></name></person-group> (<year>2019</year>). <article-title>Distribution patterns of three molecularly defined classes of GABAergic neurons across columnar compartments in mouse barrel cortex.</article-title> <source><italic>Front. Neuroanat.</italic></source> <volume>13</volume>:<issue>45</issue>. <pub-id pub-id-type="doi">10.3389/fnana.2019.00045</pub-id> <pub-id pub-id-type="pmid">31114486</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Apicella</surname> <given-names>A. J.</given-names></name> <name><surname>Marchionni</surname> <given-names>I.</given-names></name></person-group> (<year>2022</year>). <article-title>VIP-expressing GABAergic neurons: Disinhibitory vs. Inhibitory motif and its role in communication across neocortical areas.</article-title> <source><italic>Front. Cell Neurosci.</italic></source> <volume>16</volume>:<issue>811484</issue>. <pub-id pub-id-type="doi">10.3389/fncel.2022.811484</pub-id> <pub-id pub-id-type="pmid">35221922</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Artinian</surname> <given-names>J.</given-names></name> <name><surname>Lacaille</surname> <given-names>J. C.</given-names></name></person-group> (<year>2018</year>). <article-title>Disinhibition in learning and memory circuits: New vistas for somatostatin interneurons and long-term synaptic plasticity.</article-title> <source><italic>Brain Res. Bull.</italic></source> <volume>141</volume> <fpage>20</fpage>&#x2013;<lpage>26</lpage>. <pub-id pub-id-type="doi">10.1016/j.brainresbull.2017.11.012</pub-id> <pub-id pub-id-type="pmid">29174732</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ascoli</surname> <given-names>G. A.</given-names></name> <name><surname>Alonso-Nanclares</surname> <given-names>L.</given-names></name> <name><surname>Anderson</surname> <given-names>S. A.</given-names></name> <name><surname>Barrionuevo</surname> <given-names>G.</given-names></name> <name><surname>Benavides-Piccione</surname> <given-names>R.</given-names></name> <name><surname>Burkhalter</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2008</year>). <article-title>Petilla terminology: Nomenclature of features of GABAergic interneurons of the cerebral cortex.</article-title> <source><italic>Nat. Rev. Neurosci.</italic></source> <volume>9</volume> <fpage>557</fpage>&#x2013;<lpage>568</lpage>. <pub-id pub-id-type="doi">10.1038/nrn2402</pub-id> <pub-id pub-id-type="pmid">18568015</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bi</surname> <given-names>G. Q.</given-names></name> <name><surname>Poo</surname> <given-names>M. M.</given-names></name></person-group> (<year>1998</year>). <article-title>Synaptic modifications in cultured hippocampal neurons: Dependence on spike timing, synaptic strength, and postsynaptic cell type.</article-title> <source><italic>J. Neurosci.</italic></source> <volume>18</volume> <fpage>10464</fpage>&#x2013;<lpage>10472</lpage>.</citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bittner</surname> <given-names>K. C.</given-names></name> <name><surname>Milstein</surname> <given-names>A. D.</given-names></name> <name><surname>Grienberger</surname> <given-names>C.</given-names></name> <name><surname>Romani</surname> <given-names>S.</given-names></name> <name><surname>Magee</surname> <given-names>J. C.</given-names></name></person-group> (<year>2017</year>). <article-title>Behavioral time scale synaptic plasticity underlies CA1 place fields.</article-title> <source><italic>Science</italic></source> <volume>357</volume> <fpage>1033</fpage>&#x2013;<lpage>1036</lpage>.</citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Blackman</surname> <given-names>A. V.</given-names></name> <name><surname>Abrahamsson</surname> <given-names>T.</given-names></name> <name><surname>Costa</surname> <given-names>R. P.</given-names></name> <name><surname>Lalanne</surname> <given-names>T.</given-names></name> <name><surname>Sj&#x00F6;str&#x00F6;m</surname> <given-names>P. J.</given-names></name></person-group> (<year>2013</year>). <article-title>Target cell-specific short-term plasticity in local circuits.</article-title> <source><italic>Front. Synapt. Neurosci.</italic></source> <volume>5</volume>:<issue>11</issue>. <pub-id pub-id-type="doi">10.3389/fnsyn.2013.00011</pub-id> <pub-id pub-id-type="pmid">24367330</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bliss</surname> <given-names>T. V.</given-names></name> <name><surname>Collingridge</surname> <given-names>G. L.</given-names></name></person-group> (<year>1993</year>). <article-title>A synaptic model of memory: Long-term potentiation in the hippocampus.</article-title> <source><italic>Nature</italic></source> <volume>361</volume> <fpage>31</fpage>&#x2013;<lpage>39</lpage>.</citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bredt</surname> <given-names>D. S.</given-names></name> <name><surname>Nicoll</surname> <given-names>R. A.</given-names></name></person-group> (<year>2003</year>). <article-title>AMPA receptor trafficking at excitatory synapses.</article-title> <source><italic>Neuron</italic></source> <volume>40</volume> <fpage>361</fpage>&#x2013;<lpage>379</lpage>.</citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brock</surname> <given-names>J. A.</given-names></name> <name><surname>Thomazeau</surname> <given-names>A.</given-names></name> <name><surname>Watanabe</surname> <given-names>A.</given-names></name> <name><surname>Li</surname> <given-names>S. S. Y.</given-names></name> <name><surname>Sj&#x00F6;str&#x00F6;m</surname> <given-names>P. J.</given-names></name></person-group> (<year>2020</year>). <article-title>A practical guide to using CV analysis for determining the locus of synaptic plasticity.</article-title> <source><italic>Front. Synapt. Neurosci.</italic></source> <volume>12</volume>:<issue>11</issue>. <pub-id pub-id-type="doi">10.3389/fnsyn.2020.00011</pub-id> <pub-id pub-id-type="pmid">32292337</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Buchanan</surname> <given-names>K. A.</given-names></name> <name><surname>Blackman</surname> <given-names>A. V.</given-names></name> <name><surname>Moreau</surname> <given-names>A. W.</given-names></name> <name><surname>Elgar</surname> <given-names>D.</given-names></name> <name><surname>Costa</surname> <given-names>R. P.</given-names></name> <name><surname>Lalanne</surname> <given-names>T.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Target-specific expression of presynaptic NMDA receptors in neocortical microcircuits.</article-title> <source><italic>Neuron</italic></source> <volume>75</volume> <fpage>451</fpage>&#x2013;<lpage>466</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2012.06.017</pub-id> <pub-id pub-id-type="pmid">22884329</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Camir&#x00E9;</surname> <given-names>O.</given-names></name> <name><surname>Topolnik</surname> <given-names>L.</given-names></name></person-group> (<year>2014</year>). <article-title>Dendritic calcium nonlinearities switch the direction of synaptic plasticity in fast-spiking interneurons.</article-title> <source><italic>J. Neurosci.</italic></source> <volume>34</volume> <fpage>3864</fpage>&#x2013;<lpage>3877</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.2253-13.2014</pub-id> <pub-id pub-id-type="pmid">24623765</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Campagnola</surname> <given-names>L.</given-names></name> <name><surname>Seeman</surname> <given-names>S. C.</given-names></name> <name><surname>Chartrand</surname> <given-names>T.</given-names></name> <name><surname>Kim</surname> <given-names>L.</given-names></name> <name><surname>Hoggarth</surname> <given-names>A.</given-names></name> <name><surname>Gamlin</surname> <given-names>C.</given-names></name><etal/></person-group> (<year>2022</year>). <article-title>Local connectivity and synaptic dynamics in mouse and human neocortex.</article-title> <source><italic>Science</italic></source> <volume>375</volume>:<issue>eabj5861</issue>.</citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Castillo</surname> <given-names>P. E.</given-names></name> <name><surname>Younts</surname> <given-names>T. J.</given-names></name> <name><surname>Chavez</surname> <given-names>A. E.</given-names></name> <name><surname>Hashimotodani</surname> <given-names>Y.</given-names></name></person-group> (<year>2012</year>). <article-title>Endocannabinoid signaling and synaptic function.</article-title> <source><italic>Neuron</italic></source> <volume>76</volume> <fpage>70</fpage>&#x2013;<lpage>81</lpage>.</citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chistiakova</surname> <given-names>M.</given-names></name> <name><surname>Ilin</surname> <given-names>V.</given-names></name> <name><surname>Roshchin</surname> <given-names>M.</given-names></name> <name><surname>Bannon</surname> <given-names>N.</given-names></name> <name><surname>Malyshev</surname> <given-names>A.</given-names></name> <name><surname>Kisvarday</surname> <given-names>Z.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Distinct heterosynaptic plasticity in fast spiking and non-fast-spiking inhibitory neurons in rat visual cortex.</article-title> <source><italic>J. Neurosci.</italic></source> <volume>39</volume> <fpage>6865</fpage>&#x2013;<lpage>6878</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.3039-18.2019</pub-id> <pub-id pub-id-type="pmid">31300522</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chiu</surname> <given-names>C. Q.</given-names></name> <name><surname>Martenson</surname> <given-names>J. S.</given-names></name> <name><surname>Yamazaki</surname> <given-names>M.</given-names></name> <name><surname>Natsume</surname> <given-names>R.</given-names></name> <name><surname>Sakimura</surname> <given-names>K.</given-names></name> <name><surname>Tomita</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Input-specific NMDAR-dependent potentiation of dendritic GABAergic inhibition.</article-title> <source><italic>Neuron</italic></source> <volume>97</volume> <fpage>368</fpage>-<lpage>377.e3</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2017.12.032</pub-id> <pub-id pub-id-type="pmid">29346754</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chou</surname> <given-names>C. Y. C.</given-names></name> <name><surname>Wong</surname> <given-names>H. H. W.</given-names></name> <name><surname>Guo</surname> <given-names>C.</given-names></name> <name><surname>Boukoulou</surname> <given-names>K. E.</given-names></name> <name><surname>Huang</surname> <given-names>C.</given-names></name> <name><surname>Jannat</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2023</year>). <article-title>Principles of visual cortex excitatory microcircuit organization.</article-title> <source><italic>bioRxiv [Preprint]</italic></source> <pub-id pub-id-type="doi">10.1101/2023.12.30.573666</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cline</surname> <given-names>H. T.</given-names></name></person-group> (<year>1998</year>). <article-title>Topographic maps: Developing roles of synaptic plasticity.</article-title> <source><italic>Curr. Biol.</italic></source> <volume>8</volume> <fpage>R836</fpage>&#x2013;<lpage>R839</lpage>.</citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Costa</surname> <given-names>R. P.</given-names></name> <name><surname>Froemke</surname> <given-names>R. C.</given-names></name> <name><surname>Sj&#x00F6;str&#x00F6;m</surname> <given-names>P. J.</given-names></name> <name><surname>van Rossum</surname> <given-names>M. C. W.</given-names></name></person-group> (<year>2015</year>). <article-title>Unified pre- and postsynaptic long-term plasticity enables reliable and flexible learning.</article-title> <source><italic>eLife</italic></source> <volume>4</volume>:<issue>e09457</issue>.</citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Costa</surname> <given-names>R. P.</given-names></name> <name><surname>Mizusaki</surname> <given-names>B. E.</given-names></name> <name><surname>Sj&#x00F6;str&#x00F6;m</surname> <given-names>P. J.</given-names></name> <name><surname>van Rossum</surname> <given-names>M. C.</given-names></name></person-group> (<year>2017</year>). <article-title>Functional consequences of pre- and postsynaptic expression of synaptic plasticity.</article-title> <source><italic>Philos. Trans. R. Soc. Lond. B Biol. Sci</italic></source> <volume>372</volume>:<issue>20160153</issue>.</citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cunha-Reis</surname> <given-names>D.</given-names></name> <name><surname>Caulino-Rocha</surname> <given-names>A.</given-names></name></person-group> (<year>2020</year>). <article-title>VIP modulation of hippocampal synaptic plasticity: A role for VIP receptors as therapeutic targets in cognitive decline and mesial temporal lobe epilepsy.</article-title> <source><italic>Front. Cell Neurosci.</italic></source> <volume>14</volume>:<issue>153</issue>. <pub-id pub-id-type="doi">10.3389/fncel.2020.00153</pub-id> <pub-id pub-id-type="pmid">32595454</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>D&#x2019;Amour</surname> <given-names>J. A.</given-names></name> <name><surname>Froemke</surname> <given-names>R. C.</given-names></name></person-group> (<year>2015</year>). <article-title>Inhibitory and excitatory spike-timing-dependent plasticity in the auditory cortex.</article-title> <source><italic>Neuron</italic></source> <volume>86</volume> <fpage>514</fpage>&#x2013;<lpage>528</lpage>.</citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Debanne</surname> <given-names>D.</given-names></name> <name><surname>Gahwiler</surname> <given-names>B. H.</given-names></name> <name><surname>Thompson</surname> <given-names>S. M.</given-names></name></person-group> (<year>1994</year>). <article-title>Asynchronous pre- and postsynaptic activity induces associative long-term depression in area CA1 of the rat hippocampus in vitro.</article-title> <source><italic>Proc. Natl. Acad. Sci. U. S. A.</italic></source> <volume>91</volume> <fpage>1148</fpage>&#x2013;<lpage>1152</lpage>.</citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Edelmann</surname> <given-names>E.</given-names></name> <name><surname>Cepeda-Prado</surname> <given-names>E.</given-names></name> <name><surname>Lessmann</surname> <given-names>V.</given-names></name></person-group> (<year>2017</year>). <article-title>Coexistence of multiple types of synaptic plasticity in individual hippocampal CA1 pyramidal neurons.</article-title> <source><italic>Front. Synapt. Neurosci.</italic></source> <volume>9</volume>:<issue>7</issue>. <pub-id pub-id-type="doi">10.3389/fnsyn.2017.00007</pub-id> <pub-id pub-id-type="pmid">28352224</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Egger</surname> <given-names>V.</given-names></name> <name><surname>Feldmeyer</surname> <given-names>D.</given-names></name> <name><surname>Sakmann</surname> <given-names>B.</given-names></name></person-group> (<year>1999</year>). <article-title>Coincidence detection and changes of synaptic efficacy in spiny stellate neurons in rat barrel cortex.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>2</volume> <fpage>1098</fpage>&#x2013;<lpage>1105</lpage>. <pub-id pub-id-type="doi">10.1038/16026</pub-id> <pub-id pub-id-type="pmid">10570487</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Feldman</surname> <given-names>D. E.</given-names></name></person-group> (<year>2012</year>). <article-title>The spike-timing dependence of plasticity.</article-title> <source><italic>Neuron</italic></source> <volume>75</volume> <fpage>556</fpage>&#x2013;<lpage>571</lpage>.</citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Field</surname> <given-names>R. E.</given-names></name> <name><surname>D&#x2019;Amour</surname> <given-names>J. A.</given-names></name> <name><surname>Tremblay</surname> <given-names>R.</given-names></name> <name><surname>Miehl</surname> <given-names>C.</given-names></name> <name><surname>Rudy</surname> <given-names>B.</given-names></name> <name><surname>Gjorgjieva</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Heterosynaptic plasticity determines the set point for cortical excitatory-inhibitory balance.</article-title> <source><italic>Neuron</italic></source> <volume>106</volume> <fpage>842</fpage>&#x2013;<lpage>854.e4</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2020.03.002</pub-id> <pub-id pub-id-type="pmid">32213321</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fortune</surname> <given-names>E. S.</given-names></name> <name><surname>Rose</surname> <given-names>G. J.</given-names></name></person-group> (<year>2001</year>). <article-title>Short-term synaptic plasticity as a temporal filter.</article-title> <source><italic>Trends Neurosci.</italic></source> <volume>24</volume> <fpage>381</fpage>&#x2013;<lpage>385</lpage>.</citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Froemke</surname> <given-names>R. C.</given-names></name> <name><surname>Dan</surname> <given-names>Y.</given-names></name></person-group> (<year>2002</year>). <article-title>Spike-timing-dependent synaptic modification induced by natural spike trains.</article-title> <source><italic>Nature</italic></source> <volume>416</volume> <fpage>433</fpage>&#x2013;<lpage>438</lpage>.</citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Froemke</surname> <given-names>R. C.</given-names></name> <name><surname>Merzenich</surname> <given-names>M. M.</given-names></name> <name><surname>Schreiner</surname> <given-names>C. E.</given-names></name></person-group> (<year>2007</year>). <article-title>A synaptic memory trace for cortical receptive field plasticity.</article-title> <source><italic>Nature</italic></source> <volume>450</volume> <fpage>425</fpage>&#x2013;<lpage>429</lpage>. <pub-id pub-id-type="doi">10.1038/nature06289</pub-id> <pub-id pub-id-type="pmid">18004384</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Froemke</surname> <given-names>R. C.</given-names></name> <name><surname>Tsay</surname> <given-names>I. A.</given-names></name> <name><surname>Raad</surname> <given-names>M.</given-names></name> <name><surname>Long</surname> <given-names>J. D.</given-names></name> <name><surname>Dan</surname> <given-names>Y.</given-names></name></person-group> (<year>2006</year>). <article-title>Contribution of individual spikes in burst-induced long-term synaptic modification.</article-title> <source><italic>J. Neurophysiol.</italic></source> <volume>95</volume> <fpage>1620</fpage>&#x2013;<lpage>1629</lpage>. <pub-id pub-id-type="doi">10.1152/jn.00910.2005</pub-id> <pub-id pub-id-type="pmid">16319206</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fu</surname> <given-names>Y.</given-names></name> <name><surname>Kaneko</surname> <given-names>M.</given-names></name> <name><surname>Tang</surname> <given-names>Y.</given-names></name> <name><surname>Alvarez-Buylla</surname> <given-names>A.</given-names></name> <name><surname>Stryker</surname> <given-names>M. P.</given-names></name></person-group> (<year>2015</year>). <article-title>A cortical disinhibitory circuit for enhancing adult plasticity.</article-title> <source><italic>Elife</italic></source> <volume>4</volume>:<issue>e05558</issue>. <pub-id pub-id-type="doi">10.7554/eLife.05558</pub-id> <pub-id pub-id-type="pmid">25626167</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fu</surname> <given-names>Y.</given-names></name> <name><surname>Tucciarone</surname> <given-names>J. M.</given-names></name> <name><surname>Espinosa</surname> <given-names>J. S.</given-names></name> <name><surname>Sheng</surname> <given-names>N.</given-names></name> <name><surname>Darcy</surname> <given-names>D. P.</given-names></name> <name><surname>Nicoll</surname> <given-names>R. A.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>A cortical circuit for gain control by behavioral state.</article-title> <source><italic>Cell</italic></source> <volume>156</volume> <fpage>1139</fpage>&#x2013;<lpage>1152</lpage>.</citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fuhrmann</surname> <given-names>G.</given-names></name> <name><surname>Segev</surname> <given-names>I.</given-names></name> <name><surname>Markram</surname> <given-names>H.</given-names></name> <name><surname>Tsodyks</surname> <given-names>M.</given-names></name></person-group> (<year>2002</year>). <article-title>Coding of temporal information by activity-dependent synapses.</article-title> <source><italic>J. Neurophysiol.</italic></source> <volume>87</volume> <fpage>140</fpage>&#x2013;<lpage>148</lpage>.</citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gonchar</surname> <given-names>Y.</given-names></name> <name><surname>Wang</surname> <given-names>Q.</given-names></name> <name><surname>Burkhalter</surname> <given-names>A.</given-names></name></person-group> (<year>2007</year>). <article-title>Multiple distinct subtypes of GABAergic neurons in mouse visual cortex identified by triple immunostaining.</article-title> <source><italic>Front. Neuroanat.</italic></source> <volume>1</volume>:<issue>3</issue>. <pub-id pub-id-type="doi">10.3389/neuro.05.003.2007</pub-id> <pub-id pub-id-type="pmid">18958197</pub-id></citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gouwens</surname> <given-names>N. W.</given-names></name> <name><surname>Sorensen</surname> <given-names>S. A.</given-names></name> <name><surname>Baftizadeh</surname> <given-names>F.</given-names></name> <name><surname>Budzillo</surname> <given-names>A.</given-names></name> <name><surname>Lee</surname> <given-names>B. R.</given-names></name> <name><surname>Jarsky</surname> <given-names>T.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Integrated morphoelectric and transcriptomic classification of cortical GABAergic cells.</article-title> <source><italic>Cell</italic></source> <volume>183</volume> <fpage>935</fpage>&#x2013;<lpage>953.e19</lpage>.</citation></ref>
<ref id="B40"><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>). <source><italic>The Organization of Behavior.</italic></source> <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Wiley</publisher-name>.</citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Holmgren</surname> <given-names>C. D.</given-names></name> <name><surname>Zilberter</surname> <given-names>Y.</given-names></name></person-group> (<year>2001</year>). <article-title>Coincident spiking activity induces long-term changes in inhibition of neocortical pyramidal cells.</article-title> <source><italic>J. Neurosci.</italic></source> <volume>21</volume> <fpage>8270</fpage>&#x2013;<lpage>8277</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.21-20-08270.2001</pub-id> <pub-id pub-id-type="pmid">11588198</pub-id></citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Holthoff</surname> <given-names>K.</given-names></name> <name><surname>Kovalchuk</surname> <given-names>Y.</given-names></name> <name><surname>Yuste</surname> <given-names>R.</given-names></name> <name><surname>Konnerth</surname> <given-names>A.</given-names></name></person-group> (<year>2004</year>). <article-title>Single-shock LTD by local dendritic spikes in pyramidal neurons of mouse visual cortex.</article-title> <source><italic>J. Physiol.</italic></source> <volume>560</volume> <fpage>27</fpage>&#x2013;<lpage>36</lpage>. <pub-id pub-id-type="doi">10.1113/jphysiol.2004.072678</pub-id> <pub-id pub-id-type="pmid">15319420</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Inagaki</surname> <given-names>T.</given-names></name> <name><surname>Begum</surname> <given-names>T.</given-names></name> <name><surname>Reza</surname> <given-names>F.</given-names></name> <name><surname>Horibe</surname> <given-names>S.</given-names></name> <name><surname>Inaba</surname> <given-names>M.</given-names></name> <name><surname>Yoshimura</surname> <given-names>Y.</given-names></name><etal/></person-group> (<year>2008</year>). <article-title>Brain-derived neurotrophic factor-mediated retrograde signaling required for the induction of long-term potentiation at inhibitory synapses of visual cortical pyramidal neurons.</article-title> <source><italic>Neurosci. Res.</italic></source> <volume>61</volume> <fpage>192</fpage>&#x2013;<lpage>200</lpage>. <pub-id pub-id-type="doi">10.1016/j.neures.2008.02.006</pub-id> <pub-id pub-id-type="pmid">18395922</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kaneko</surname> <given-names>M.</given-names></name> <name><surname>Stryker</surname> <given-names>M. P.</given-names></name></person-group> (<year>2014</year>). <article-title>Sensory experience during locomotion promotes recovery of function in adult visual cortex.</article-title> <source><italic>Elife</italic></source> <volume>3</volume>:<issue>e02798</issue>. <pub-id pub-id-type="doi">10.7554/eLife.02798</pub-id> <pub-id pub-id-type="pmid">24970838</pub-id></citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Katz</surname> <given-names>L. C.</given-names></name> <name><surname>Shatz</surname> <given-names>C. J.</given-names></name></person-group> (<year>1996</year>). <article-title>Synaptic activity and the construction of cortical circuits.</article-title> <source><italic>Science</italic></source> <volume>274</volume> <fpage>1133</fpage>&#x2013;<lpage>1138</lpage>.</citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kepecs</surname> <given-names>A.</given-names></name> <name><surname>Fishell</surname> <given-names>G.</given-names></name></person-group> (<year>2014</year>). <article-title>Interneuron cell types are fit to function.</article-title> <source><italic>Nature</italic></source> <volume>505</volume> <fpage>318</fpage>&#x2013;<lpage>326</lpage>.</citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kessels</surname> <given-names>H. W.</given-names></name> <name><surname>Malinow</surname> <given-names>R.</given-names></name></person-group> (<year>2009</year>). <article-title>Synaptic AMPA receptor plasticity and behavior.</article-title> <source><italic>Neuron</italic></source> <volume>61</volume> <fpage>340</fpage>&#x2013;<lpage>350</lpage>.</citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Khoshkhoo</surname> <given-names>S.</given-names></name> <name><surname>Vogt</surname> <given-names>D.</given-names></name> <name><surname>Sohal</surname> <given-names>V. S.</given-names></name></person-group> (<year>2017</year>). <article-title>Dynamic, cell-type-specific roles for GABAergic interneurons in a mouse model of optogenetically inducible seizures.</article-title> <source><italic>Neuron</italic></source> <volume>93</volume> <fpage>291</fpage>&#x2013;<lpage>298</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2016.11.043</pub-id> <pub-id pub-id-type="pmid">28041880</pub-id></citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kullander</surname> <given-names>K.</given-names></name> <name><surname>Topolnik</surname> <given-names>L.</given-names></name></person-group> (<year>2021</year>). <article-title>Cortical disinhibitory circuits: Cell types, connectivity and function.</article-title> <source><italic>Trends Neurosci.</italic></source> <volume>44</volume> <fpage>643</fpage>&#x2013;<lpage>657</lpage>.</citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lalanne</surname> <given-names>T.</given-names></name> <name><surname>Abrahamsson</surname> <given-names>T.</given-names></name> <name><surname>Sj&#x00F6;str&#x00F6;m</surname> <given-names>P. J.</given-names></name></person-group> (<year>2016</year>). <article-title>Using multiple whole-cell recordings to study spike-timing-dependent plasticity in acute neocortical slices.</article-title> <source><italic>Cold Spring Harb. Protoc.</italic></source> <volume>2016</volume>:<issue>pdb prot091306</issue>. <pub-id pub-id-type="doi">10.1101/pdb.prot091306</pub-id> <pub-id pub-id-type="pmid">27250948</pub-id></citation></ref>
<ref id="B51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Larkum</surname> <given-names>M.</given-names></name></person-group> (<year>2013</year>). <article-title>A cellular mechanism for cortical associations: An organizing principle for the cerebral cortex.</article-title> <source><italic>Trends Neurosci.</italic></source> <volume>36</volume> <fpage>141</fpage>&#x2013;<lpage>151</lpage>.</citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Larsen</surname> <given-names>R. S.</given-names></name> <name><surname>Sj&#x00F6;str&#x00F6;m</surname> <given-names>P. J.</given-names></name></person-group> (<year>2015</year>). <article-title>Synapse-type-specific plasticity in local circuits.</article-title> <source><italic>Curr. Opin. Neurobiol.</italic></source> <volume>35</volume> <fpage>127</fpage>&#x2013;<lpage>135</lpage>.</citation></ref>
<ref id="B53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lein</surname> <given-names>E. S.</given-names></name> <name><surname>Hawrylycz</surname> <given-names>M. J.</given-names></name> <name><surname>Ao</surname> <given-names>N.</given-names></name> <name><surname>Ayres</surname> <given-names>M.</given-names></name> <name><surname>Bensinger</surname> <given-names>A.</given-names></name> <name><surname>Bernard</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2007</year>). <article-title>Genome-wide atlas of gene expression in the adult mouse brain.</article-title> <source><italic>Nature</italic></source> <volume>445</volume> <fpage>168</fpage>&#x2013;<lpage>176</lpage>.</citation></ref>
<ref id="B54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leroy</surname> <given-names>F.</given-names></name> <name><surname>de Solis</surname> <given-names>C. A.</given-names></name> <name><surname>Boyle</surname> <given-names>L. M.</given-names></name> <name><surname>Bock</surname> <given-names>T.</given-names></name> <name><surname>Lofaro</surname> <given-names>O. M.</given-names></name> <name><surname>Buss</surname> <given-names>E. W.</given-names></name><etal/></person-group> (<year>2022</year>). <article-title>Enkephalin release from VIP interneurons in the hippocampal CA2/3a region mediates heterosynaptic plasticity and social memory.</article-title> <source><italic>Mol. Psychiatry</italic></source> <volume>27</volume> <fpage>2879</fpage>&#x2013;<lpage>2900</lpage>. <pub-id pub-id-type="doi">10.1038/s41380-021-01124-y</pub-id> <pub-id pub-id-type="pmid">33990774</pub-id></citation></ref>
<ref id="B55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Letzkus</surname> <given-names>J. J.</given-names></name> <name><surname>Wolff</surname> <given-names>S. B.</given-names></name> <name><surname>Luthi</surname> <given-names>A.</given-names></name></person-group> (<year>2015</year>). <article-title>Disinhibition, a circuit mechanism for associative learning and memory.</article-title> <source><italic>Neuron</italic></source> <volume>88</volume> <fpage>264</fpage>&#x2013;<lpage>276</lpage>.</citation></ref>
<ref id="B56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Letzkus</surname> <given-names>J. J.</given-names></name> <name><surname>Wolff</surname> <given-names>S. B.</given-names></name> <name><surname>Meyer</surname> <given-names>E. M.</given-names></name> <name><surname>Tovote</surname> <given-names>P.</given-names></name> <name><surname>Courtin</surname> <given-names>J.</given-names></name> <name><surname>Herry</surname> <given-names>C.</given-names></name><etal/></person-group> (<year>2011</year>). <article-title>A disinhibitory microcircuit for associative fear learning in the auditory cortex.</article-title> <source><italic>Nature</italic></source> <volume>480</volume> <fpage>331</fpage>&#x2013;<lpage>335</lpage>. <pub-id pub-id-type="doi">10.1038/nature10674</pub-id> <pub-id pub-id-type="pmid">22158104</pub-id></citation></ref>
<ref id="B57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lisman</surname> <given-names>J.</given-names></name> <name><surname>Spruston</surname> <given-names>N.</given-names></name></person-group> (<year>2005</year>). <article-title>Postsynaptic depolarization requirements for LTP and LTD: A critique of spike timing-dependent plasticity.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>8</volume> <fpage>839</fpage>&#x2013;<lpage>841</lpage>. <pub-id pub-id-type="doi">10.1038/nn0705-839</pub-id> <pub-id pub-id-type="pmid">16136666</pub-id></citation></ref>
<ref id="B58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lisman</surname> <given-names>J.</given-names></name> <name><surname>Spruston</surname> <given-names>N.</given-names></name></person-group> (<year>2010</year>). <article-title>Questions About STDP as a general model of synaptic plasticity.</article-title> <source><italic>Front. Synapt. Neurosci.</italic></source> <volume>2</volume>:<issue>140</issue>. <pub-id pub-id-type="doi">10.3389/fnsyn.2010.00140</pub-id> <pub-id pub-id-type="pmid">21423526</pub-id></citation></ref>
<ref id="B59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lowel</surname> <given-names>S.</given-names></name> <name><surname>Singer</surname> <given-names>W.</given-names></name></person-group> (<year>1992</year>). <article-title>Selection of intrinsic horizontal connections in the visual cortex by correlated neuronal activity.</article-title> <source><italic>Science</italic></source> <volume>255</volume> <fpage>209</fpage>&#x2013;<lpage>212</lpage>.</citation></ref>
<ref id="B60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lu</surname> <given-names>J. T.</given-names></name> <name><surname>Li</surname> <given-names>C. Y.</given-names></name> <name><surname>Zhao</surname> <given-names>J. P.</given-names></name> <name><surname>Poo</surname> <given-names>M. M.</given-names></name> <name><surname>Zhang</surname> <given-names>X. H.</given-names></name></person-group> (<year>2007</year>). <article-title>Spike-timing-dependent plasticity of neocortical excitatory synapses on inhibitory interneurons depends on target cell type.</article-title> <source><italic>J. Neurosci.</italic></source> <volume>27</volume> <fpage>9711</fpage>&#x2013;<lpage>9720</lpage>.</citation></ref>
<ref id="B61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maass</surname> <given-names>W.</given-names></name> <name><surname>Zador</surname> <given-names>A. M.</given-names></name></person-group> (<year>1999</year>). <article-title>Dynamic stochastic synapses as computational units.</article-title> <source><italic>Neural Comput.</italic></source> <volume>11</volume> <fpage>903</fpage>&#x2013;<lpage>917</lpage>.</citation></ref>
<ref id="B62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maffei</surname> <given-names>A.</given-names></name> <name><surname>Nataraj</surname> <given-names>K.</given-names></name> <name><surname>Nelson</surname> <given-names>S. B.</given-names></name> <name><surname>Turrigiano</surname> <given-names>G. G.</given-names></name></person-group> (<year>2006</year>). <article-title>Potentiation of cortical inhibition by visual deprivation.</article-title> <source><italic>Nature</italic></source> <volume>443</volume> <fpage>81</fpage>&#x2013;<lpage>84</lpage>.</citation></ref>
<ref id="B63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Malenka</surname> <given-names>R. C.</given-names></name> <name><surname>Bear</surname> <given-names>M. F.</given-names></name></person-group> (<year>2004</year>). <article-title>LTP and LTD: An embarrassment of riches.</article-title> <source><italic>Neuron</italic></source> <volume>44</volume> <fpage>5</fpage>&#x2013;<lpage>21</lpage>.</citation></ref>
<ref id="B64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Malinow</surname> <given-names>R.</given-names></name> <name><surname>Malenka</surname> <given-names>R. C.</given-names></name></person-group> (<year>2002</year>). <article-title>AMPA receptor trafficking and synaptic plasticity.</article-title> <source><italic>Annu. Rev. Neurosci.</italic></source> <volume>25</volume> <fpage>103</fpage>&#x2013;<lpage>126</lpage>.</citation></ref>
<ref id="B65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Markram</surname> <given-names>H.</given-names></name> <name><surname>Gerstner</surname> <given-names>W.</given-names></name> <name><surname>Sj&#x00F6;str&#x00F6;m</surname> <given-names>P. J.</given-names></name></person-group> (<year>2011</year>). <article-title>A history of spike-timing-dependent plasticity.</article-title> <source><italic>Front. Synapt. Neurosci.</italic></source> <volume>3</volume>:<issue>4</issue>. <pub-id pub-id-type="doi">10.3389/fnsyn.2011.00004</pub-id> <pub-id pub-id-type="pmid">22007168</pub-id></citation></ref>
<ref id="B66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Markram</surname> <given-names>H.</given-names></name> <name><surname>Gerstner</surname> <given-names>W.</given-names></name> <name><surname>Sj&#x00F6;str&#x00F6;m</surname> <given-names>P. J.</given-names></name></person-group> (<year>2012</year>). <article-title>Spike-timing-dependent plasticity: A comprehensive overview.</article-title> <source><italic>Front. Synapt. Neurosci.</italic></source> <volume>4</volume>:<issue>2</issue>. <pub-id pub-id-type="doi">10.3389/fnsyn.2012.00002</pub-id> <pub-id pub-id-type="pmid">22807913</pub-id></citation></ref>
<ref id="B67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Markram</surname> <given-names>H.</given-names></name> <name><surname>L&#x00FC;bke</surname> <given-names>J.</given-names></name> <name><surname>Frotscher</surname> <given-names>M.</given-names></name> <name><surname>Sakmann</surname> <given-names>B.</given-names></name></person-group> (<year>1997</year>). <article-title>Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs.</article-title> <source><italic>Science</italic></source> <volume>275</volume> <fpage>213</fpage>&#x2013;<lpage>215</lpage>. <pub-id pub-id-type="doi">10.1126/science.275.5297.213</pub-id> <pub-id pub-id-type="pmid">8985014</pub-id></citation></ref>
<ref id="B68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Markram</surname> <given-names>H.</given-names></name> <name><surname>Tsodyks</surname> <given-names>M.</given-names></name></person-group> (<year>1996</year>). <article-title>Redistribution of synaptic efficacy between neocortical pyramidal neurons.</article-title> <source><italic>Nature</italic></source> <volume>382</volume> <fpage>807</fpage>&#x2013;<lpage>810</lpage>.</citation></ref>
<ref id="B69"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Matveev</surname> <given-names>V.</given-names></name> <name><surname>Wang</surname> <given-names>X. J.</given-names></name></person-group> (<year>2000</year>). <article-title>Differential short-term synaptic plasticity and transmission of complex spike trains: To depress or to facilitate?</article-title> <source><italic>Cereb. Cortex</italic></source> <volume>10</volume> <fpage>1143</fpage>&#x2013;<lpage>1153</lpage>.</citation></ref>
<ref id="B70"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McFarlan</surname> <given-names>A. R.</given-names></name> <name><surname>Chou</surname> <given-names>C. Y. C.</given-names></name> <name><surname>Watanabe</surname> <given-names>A.</given-names></name> <name><surname>Cherepacha</surname> <given-names>N.</given-names></name> <name><surname>Haddad</surname> <given-names>M.</given-names></name> <name><surname>Owens</surname> <given-names>H.</given-names></name><etal/></person-group> (<year>2023</year>). <article-title>The plasticitome of cortical interneurons.</article-title> <source><italic>Nat. Rev. Neurosci.</italic></source> <volume>24</volume> <fpage>80</fpage>&#x2013;<lpage>97</lpage>. <pub-id pub-id-type="doi">10.1038/s41583-022-00663-9</pub-id> <pub-id pub-id-type="pmid">36585520</pub-id></citation></ref>
<ref id="B71"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mizusaki</surname> <given-names>B. E. P.</given-names></name> <name><surname>Li</surname> <given-names>S. S. Y.</given-names></name> <name><surname>Costa</surname> <given-names>R. P.</given-names></name> <name><surname>Sj&#x00F6;str&#x00F6;m</surname> <given-names>P. J.</given-names></name></person-group> (<year>2022</year>). <article-title>Pre- and postsynaptically expressed spike-timing-dependent plasticity contribute differentially to neuronal learning.</article-title> <source><italic>PLoS Comput. Biol.</italic></source> <volume>18</volume>:<issue>e1009409</issue>. <pub-id pub-id-type="doi">10.1371/journal.pcbi.1009409</pub-id> <pub-id pub-id-type="pmid">35700188</pub-id></citation></ref>
<ref id="B72"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Muir</surname> <given-names>J.</given-names></name> <name><surname>Arancibia-Carcamo</surname> <given-names>I. L.</given-names></name> <name><surname>MacAskill</surname> <given-names>A. F.</given-names></name> <name><surname>Smith</surname> <given-names>K. R.</given-names></name> <name><surname>Griffin</surname> <given-names>L. D.</given-names></name> <name><surname>Kittler</surname> <given-names>J. T.</given-names></name></person-group> (<year>2010</year>). <article-title>NMDA receptors regulate GABAA receptor lateral mobility and clustering at inhibitory synapses through serine 327 on the gamma2 subunit.</article-title> <source><italic>Proc. Natl. Acad. Sci. U. S. A.</italic></source> <volume>107</volume> <fpage>16679</fpage>&#x2013;<lpage>16684</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1000589107</pub-id> <pub-id pub-id-type="pmid">20823221</pub-id></citation></ref>
<ref id="B73"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Myatt</surname> <given-names>D. R.</given-names></name> <name><surname>Hadlington</surname> <given-names>T.</given-names></name> <name><surname>Ascoli</surname> <given-names>G. A.</given-names></name> <name><surname>Nasuto</surname> <given-names>S. J.</given-names></name></person-group> (<year>2012</year>). <article-title>Neuromantic - from semi-manual to semi-automatic reconstruction of neuron morphology.</article-title> <source><italic>Front. Neuroinform.</italic></source> <volume>6</volume>:<issue>4</issue>. <pub-id pub-id-type="doi">10.3389/fninf.2012.00004</pub-id> <pub-id pub-id-type="pmid">22438842</pub-id></citation></ref>
<ref id="B74"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Myers-Joseph</surname> <given-names>D.</given-names></name> <name><surname>Wilmes</surname> <given-names>K. A.</given-names></name> <name><surname>Fernandez-Otero</surname> <given-names>M.</given-names></name> <name><surname>Clopath</surname> <given-names>C.</given-names></name> <name><surname>Khan</surname> <given-names>A. G.</given-names></name></person-group> (<year>2023</year>). <article-title>Disinhibition by VIP interneurons is orthogonal to cross-modal attentional modulation in primary visual cortex.</article-title> <source><italic>Neuron</italic></source> <volume>112</volume> <fpage>628</fpage>&#x2013;<lpage>645.e7</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2023.11.006</pub-id> <pub-id pub-id-type="pmid">38070500</pub-id></citation></ref>
<ref id="B75"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nabavi</surname> <given-names>S.</given-names></name> <name><surname>Fox</surname> <given-names>R.</given-names></name> <name><surname>Proulx</surname> <given-names>C. D.</given-names></name> <name><surname>Lin</surname> <given-names>J. Y.</given-names></name> <name><surname>Tsien</surname> <given-names>R. Y.</given-names></name> <name><surname>Malinow</surname> <given-names>R.</given-names></name></person-group> (<year>2014</year>). <article-title>Engineering a memory with LTD and LTP.</article-title> <source><italic>Nature</italic></source> <volume>511</volume> <fpage>348</fpage>&#x2013;<lpage>352</lpage>.</citation></ref>
<ref id="B76"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nagel</surname> <given-names>G.</given-names></name> <name><surname>Szellas</surname> <given-names>T.</given-names></name> <name><surname>Huhn</surname> <given-names>W.</given-names></name> <name><surname>Kateriya</surname> <given-names>S.</given-names></name> <name><surname>Adeishvili</surname> <given-names>N.</given-names></name> <name><surname>Berthold</surname> <given-names>P.</given-names></name><etal/></person-group> (<year>2003</year>). <article-title>Channelrhodopsin-2, a directly light-gated cation-selective membrane channel.</article-title> <source><italic>Proc. Natl. Acad. Sci. U. S. A.</italic></source> <volume>100</volume> <fpage>13940</fpage>&#x2013;<lpage>13945</lpage>.</citation></ref>
<ref id="B77"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Niell</surname> <given-names>C. M.</given-names></name> <name><surname>Stryker</surname> <given-names>M. P.</given-names></name></person-group> (<year>2010</year>). <article-title>Modulation of visual responses by behavioral state in mouse visual cortex.</article-title> <source><italic>Neuron</italic></source> <volume>65</volume> <fpage>472</fpage>&#x2013;<lpage>479</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2010.01.033</pub-id> <pub-id pub-id-type="pmid">20188652</pub-id></citation></ref>
<ref id="B78"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Obermayer</surname> <given-names>J.</given-names></name> <name><surname>Luchicchi</surname> <given-names>A.</given-names></name> <name><surname>Heistek</surname> <given-names>T. S.</given-names></name> <name><surname>de Kloet</surname> <given-names>S. F.</given-names></name> <name><surname>Terra</surname> <given-names>H.</given-names></name> <name><surname>Bruinsma</surname> <given-names>B.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Prefrontal cortical ChAT-VIP interneurons provide local excitation by cholinergic synaptic transmission and control attention.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>10</volume>:<issue>5280</issue>.</citation></ref>
<ref id="B79"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ormond</surname> <given-names>J.</given-names></name> <name><surname>Woodin</surname> <given-names>M. A.</given-names></name></person-group> (<year>2009</year>). <article-title>Disinhibition mediates a form of hippocampal long-term potentiation in area CA1.</article-title> <source><italic>PLoS One</italic></source> <volume>4</volume>:<issue>e7224</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0007224</pub-id> <pub-id pub-id-type="pmid">19787049</pub-id></citation></ref>
<ref id="B80"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ormond</surname> <given-names>J.</given-names></name> <name><surname>Woodin</surname> <given-names>M. A.</given-names></name></person-group> (<year>2011</year>). <article-title>Disinhibition-mediated LTP in the hippocampus is synapse specific.</article-title> <source><italic>Front. Cell Neurosci.</italic></source> <volume>5</volume>:<issue>17</issue>. <pub-id pub-id-type="doi">10.3389/fncel.2011.00017</pub-id> <pub-id pub-id-type="pmid">21954377</pub-id></citation></ref>
<ref id="B81"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pawlak</surname> <given-names>V.</given-names></name> <name><surname>Wickens</surname> <given-names>J. R.</given-names></name> <name><surname>Kirkwood</surname> <given-names>A.</given-names></name> <name><surname>Kerr</surname> <given-names>J. N. D.</given-names></name></person-group> (<year>2010</year>). <article-title>Timing is not everything: Neuromodulation opens the STDP Gate.</article-title> <source><italic>Front. Synapt. Neurosci.</italic></source> <volume>2</volume>:<issue>146</issue>. <pub-id pub-id-type="doi">10.3389/fnsyn.2010.00146</pub-id> <pub-id pub-id-type="pmid">21423532</pub-id></citation></ref>
<ref id="B82"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pfeffer</surname> <given-names>C. K.</given-names></name> <name><surname>Xue</surname> <given-names>M.</given-names></name> <name><surname>He</surname> <given-names>M.</given-names></name> <name><surname>Huang</surname> <given-names>Z. J.</given-names></name> <name><surname>Scanziani</surname> <given-names>M.</given-names></name></person-group> (<year>2013</year>). <article-title>Inhibition of inhibition in visual cortex: The logic of connections between molecularly distinct interneurons.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>16</volume> <fpage>1068</fpage>&#x2013;<lpage>1076</lpage>. <pub-id pub-id-type="doi">10.1038/nn.3446</pub-id> <pub-id pub-id-type="pmid">23817549</pub-id></citation></ref>
<ref id="B83"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pfister</surname> <given-names>J. P.</given-names></name> <name><surname>Gerstner</surname> <given-names>W.</given-names></name></person-group> (<year>2006</year>). <article-title>Triplets of spikes in a model of spike timing-dependent plasticity.</article-title> <source><italic>J. Neurosci.</italic></source> <volume>26</volume> <fpage>9673</fpage>&#x2013;<lpage>9682</lpage>.</citation></ref>
<ref id="B84"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Piette</surname> <given-names>C.</given-names></name> <name><surname>Cui</surname> <given-names>Y.</given-names></name> <name><surname>Gervasi</surname> <given-names>N.</given-names></name> <name><surname>Venance</surname> <given-names>L.</given-names></name></person-group> (<year>2020</year>). <article-title>Lights on endocannabinoid-mediated synaptic potentiation.</article-title> <source><italic>Front. Mol. Neurosci.</italic></source> <volume>13</volume>:<issue>132</issue>.</citation></ref>
<ref id="B85"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Poncer</surname> <given-names>J. C.</given-names></name> <name><surname>Malinow</surname> <given-names>R.</given-names></name></person-group> (<year>2001</year>). <article-title>Postsynaptic conversion of silent synapses during LTP affects synaptic gain and transmission dynamics.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>4</volume> <fpage>989</fpage>&#x2013;<lpage>996</lpage>. <pub-id pub-id-type="doi">10.1038/nn719</pub-id> <pub-id pub-id-type="pmid">11544481</pub-id></citation></ref>
<ref id="B86"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pouille</surname> <given-names>F.</given-names></name> <name><surname>Scanziani</surname> <given-names>M.</given-names></name></person-group> (<year>2004</year>). <article-title>Routing of spike series by dynamic circuits in the hippocampus.</article-title> <source><italic>Nature</italic></source> <volume>429</volume> <fpage>717</fpage>&#x2013;<lpage>723</lpage>. <pub-id pub-id-type="doi">10.1038/nature02615</pub-id> <pub-id pub-id-type="pmid">15170216</pub-id></citation></ref>
<ref id="B87"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pr&#x00F6;nneke</surname> <given-names>A.</given-names></name> <name><surname>Scheuer</surname> <given-names>B.</given-names></name> <name><surname>Wagener</surname> <given-names>R. J.</given-names></name> <name><surname>M&#x00F6;ck</surname> <given-names>M.</given-names></name> <name><surname>Witte</surname> <given-names>M.</given-names></name> <name><surname>Staiger</surname> <given-names>J. F.</given-names></name></person-group> (<year>2015</year>). <article-title>Characterizing VIP neurons in the barrel cortex of VIPcre/tdTomato mice reveals layer-specific differences.</article-title> <source><italic>Cereb. Cortex</italic></source> <volume>25</volume> <fpage>4854</fpage>&#x2013;<lpage>4868</lpage>. <pub-id pub-id-type="doi">10.1093/cercor/bhv202</pub-id> <pub-id pub-id-type="pmid">26420784</pub-id></citation></ref>
<ref id="B88"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Remy</surname> <given-names>S.</given-names></name> <name><surname>Spruston</surname> <given-names>N.</given-names></name></person-group> (<year>2007</year>). <article-title>Dendritic spikes induce single-burst long-term potentiation.</article-title> <source><italic>Proc. Natl. Acad. Sci. U. S. A.</italic></source> <volume>104</volume> <fpage>17192</fpage>&#x2013;<lpage>17197</lpage>.</citation></ref>
<ref id="B89"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ren</surname> <given-names>C.</given-names></name> <name><surname>Peng</surname> <given-names>K.</given-names></name> <name><surname>Yang</surname> <given-names>R.</given-names></name> <name><surname>Liu</surname> <given-names>W.</given-names></name> <name><surname>Liu</surname> <given-names>C.</given-names></name> <name><surname>Komiyama</surname> <given-names>T.</given-names></name></person-group> (<year>2022</year>). <article-title>Global and subtype-specific modulation of cortical inhibitory neurons regulated by acetylcholine during motor learning.</article-title> <source><italic>Neuron</italic></source> <volume>110</volume> <fpage>2334</fpage>&#x2013;<lpage>2350 e8</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2022.04.031</pub-id> <pub-id pub-id-type="pmid">35584693</pub-id></citation></ref>
<ref id="B90"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rosenbaum</surname> <given-names>R.</given-names></name> <name><surname>Rubin</surname> <given-names>J.</given-names></name> <name><surname>Doiron</surname> <given-names>B.</given-names></name></person-group> (<year>2012</year>). <article-title>Short term synaptic depression imposes a frequency dependent filter on synaptic information transfer.</article-title> <source><italic>PLoS Comput. Biol.</italic></source> <volume>8</volume>:<issue>e1002557</issue>. <pub-id pub-id-type="doi">10.1371/journal.pcbi.1002557</pub-id> <pub-id pub-id-type="pmid">22737062</pub-id></citation></ref>
<ref id="B91"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sarihi</surname> <given-names>A.</given-names></name> <name><surname>Mirnajafi-Zadeh</surname> <given-names>J.</given-names></name> <name><surname>Jiang</surname> <given-names>B.</given-names></name> <name><surname>Sohya</surname> <given-names>K.</given-names></name> <name><surname>Safari</surname> <given-names>M. S.</given-names></name> <name><surname>Arami</surname> <given-names>M. K.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Cell type-specific, presynaptic LTP of inhibitory synapses on fast-spiking GABAergic neurons in the mouse visual cortex.</article-title> <source><italic>J. Neurosci.</italic></source> <volume>32</volume> <fpage>13189</fpage>&#x2013;<lpage>13199</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.1386-12.2012</pub-id> <pub-id pub-id-type="pmid">22993435</pub-id></citation></ref>
<ref id="B92"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schindelin</surname> <given-names>J.</given-names></name> <name><surname>Arganda-Carreras</surname> <given-names>I.</given-names></name> <name><surname>Frise</surname> <given-names>E.</given-names></name> <name><surname>Kaynig</surname> <given-names>V.</given-names></name> <name><surname>Longair</surname> <given-names>M.</given-names></name> <name><surname>Pietzsch</surname> <given-names>T.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Fiji: An open-source platform for biological-image analysis.</article-title> <source><italic>Nat. Methods</italic></source> <volume>9</volume> <fpage>676</fpage>&#x2013;<lpage>682</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.2019</pub-id> <pub-id pub-id-type="pmid">22743772</pub-id></citation></ref>
<ref id="B93"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shatz</surname> <given-names>C. J.</given-names></name></person-group> (<year>1992</year>). <article-title>The developing brain.</article-title> <source><italic>Sci. Am.</italic></source> <volume>267</volume> <fpage>60</fpage>&#x2013;<lpage>67</lpage>.</citation></ref>
<ref id="B94"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sholl</surname> <given-names>D. A.</given-names></name></person-group> (<year>1953</year>). <article-title>Dendritic organization in the neurons of the visual and motor cortices of the cat.</article-title> <source><italic>J. Anat.</italic></source> <volume>87</volume> <fpage>387</fpage>&#x2013;<lpage>406</lpage>.</citation></ref>
<ref id="B95"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Silberberg</surname> <given-names>G.</given-names></name> <name><surname>Markram</surname> <given-names>H.</given-names></name></person-group> (<year>2007</year>). <article-title>Disynaptic inhibition between neocortical pyramidal cells mediated by Martinotti cells.</article-title> <source><italic>Neuron</italic></source> <volume>53</volume> <fpage>735</fpage>&#x2013;<lpage>746</lpage>.</citation></ref>
<ref id="B96"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sippy</surname> <given-names>T.</given-names></name> <name><surname>Yuste</surname> <given-names>R.</given-names></name></person-group> (<year>2013</year>). <article-title>Decorrelating action of inhibition in neocortical networks.</article-title> <source><italic>J. Neurosci.</italic></source> <volume>33</volume> <fpage>9813</fpage>&#x2013;<lpage>9830</lpage>.</citation></ref>
<ref id="B97"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sj&#x00F6;str&#x00F6;m</surname> <given-names>P. J.</given-names></name></person-group> (<year>2021</year>). <article-title>Grand challenge at the frontiers of synaptic neuroscience.</article-title> <source><italic>Front. Synapt. Neurosci.</italic></source> <volume>13</volume> <issue>748937</issue>. <pub-id pub-id-type="doi">10.3389/fnsyn.2021.748937</pub-id> <pub-id pub-id-type="pmid">34759809</pub-id></citation></ref>
<ref id="B98"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sj&#x00F6;str&#x00F6;m</surname> <given-names>P. J.</given-names></name> <name><surname>Turrigiano</surname> <given-names>G. G.</given-names></name> <name><surname>Nelson</surname> <given-names>S. B.</given-names></name></person-group> (<year>2001</year>). <article-title>Rate, timing, and cooperativity jointly determine cortical synaptic plasticity.</article-title> <source><italic>Neuron</italic></source> <volume>32</volume> <fpage>1149</fpage>&#x2013;<lpage>1164</lpage>. <pub-id pub-id-type="doi">10.1016/s0896-6273(01)00542-6</pub-id> <pub-id pub-id-type="pmid">11754844</pub-id></citation></ref>
<ref id="B99"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sj&#x00F6;str&#x00F6;m</surname> <given-names>P. J.</given-names></name> <name><surname>Turrigiano</surname> <given-names>G. G.</given-names></name> <name><surname>Nelson</surname> <given-names>S. B.</given-names></name></person-group> (<year>2003</year>). <article-title>Neocortical LTD via coincident activation of presynaptic NMDA and cannabinoid receptors.</article-title> <source><italic>Neuron</italic></source> <volume>39</volume> <fpage>641</fpage>&#x2013;<lpage>654</lpage>. <pub-id pub-id-type="doi">10.1016/s0896-6273(03)00476-8</pub-id> <pub-id pub-id-type="pmid">12925278</pub-id></citation></ref>
<ref id="B100"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sj&#x00F6;str&#x00F6;m</surname> <given-names>P. J.</given-names></name> <name><surname>Turrigiano</surname> <given-names>G. G.</given-names></name> <name><surname>Nelson</surname> <given-names>S. B.</given-names></name></person-group> (<year>2007</year>). <article-title>Multiple forms of long-term plasticity at unitary neocortical layer 5 synapses.</article-title> <source><italic>Neuropharmacology</italic></source> <volume>52</volume> <fpage>176</fpage>&#x2013;<lpage>184</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuropharm.2006.07.021</pub-id> <pub-id pub-id-type="pmid">16895733</pub-id></citation></ref>
<ref id="B101"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Song</surname> <given-names>S.</given-names></name> <name><surname>Abbott</surname> <given-names>L. F.</given-names></name></person-group> (<year>2001</year>). <article-title>Cortical development and remapping through spike timing-dependent plasticity.</article-title> <source><italic>Neuron</italic></source> <volume>32</volume> <fpage>339</fpage>&#x2013;<lpage>350</lpage>. <pub-id pub-id-type="doi">10.1016/s0896-6273(01)00451-2</pub-id> <pub-id pub-id-type="pmid">11684002</pub-id></citation></ref>
<ref id="B102"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Song</surname> <given-names>S.</given-names></name> <name><surname>Miller</surname> <given-names>K. D.</given-names></name> <name><surname>Abbott</surname> <given-names>L. F.</given-names></name></person-group> (<year>2000</year>). <article-title>Competitive Hebbian learning through spike-timing-dependent synaptic plasticity.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>3</volume> <fpage>919</fpage>&#x2013;<lpage>926</lpage>.</citation></ref>
<ref id="B103"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Speed</surname> <given-names>A.</given-names></name> <name><surname>Haider</surname> <given-names>B.</given-names></name></person-group> (<year>2021</year>). <article-title>Probing mechanisms of visual spatial attention in mice.</article-title> <source><italic>Trends Neurosci.</italic></source> <volume>44</volume> <fpage>822</fpage>&#x2013;<lpage>836</lpage>. <pub-id pub-id-type="doi">10.1016/j.tins.2021.07.009</pub-id> <pub-id pub-id-type="pmid">34446296</pub-id></citation></ref>
<ref id="B104"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stent</surname> <given-names>G. S.</given-names></name></person-group> (<year>1973</year>). <article-title>A physiological mechanism for Hebb&#x2019;s postulate of learning.</article-title> <source><italic>Proc. Natl. Acad. Sci. U. S. A.</italic></source> <volume>70</volume> <fpage>997</fpage>&#x2013;<lpage>1001</lpage>.</citation></ref>
<ref id="B105"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Taniguchi</surname> <given-names>H.</given-names></name> <name><surname>He</surname> <given-names>M.</given-names></name> <name><surname>Wu</surname> <given-names>P.</given-names></name> <name><surname>Kim</surname> <given-names>S.</given-names></name> <name><surname>Paik</surname> <given-names>R.</given-names></name> <name><surname>Sugino</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>2011</year>). <article-title>A resource of Cre driver lines for genetic targeting of GABAergic neurons in cerebral cortex.</article-title> <source><italic>Neuron</italic></source> <volume>71</volume> <fpage>995</fpage>&#x2013;<lpage>1013</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2011.07.026</pub-id> <pub-id pub-id-type="pmid">21943598</pub-id></citation></ref>
<ref id="B106"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tremblay</surname> <given-names>R.</given-names></name> <name><surname>Lee</surname> <given-names>S.</given-names></name> <name><surname>Rudy</surname> <given-names>B.</given-names></name></person-group> (<year>2016</year>). <article-title>GABAergic interneurons in the neocortex: From cellular properties to circuits.</article-title> <source><italic>Neuron</italic></source> <volume>91</volume> <fpage>260</fpage>&#x2013;<lpage>292</lpage>.</citation></ref>
<ref id="B107"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Udakis</surname> <given-names>M.</given-names></name> <name><surname>Pedrosa</surname> <given-names>V.</given-names></name> <name><surname>Chamberlain</surname> <given-names>S. E. L.</given-names></name> <name><surname>Clopath</surname> <given-names>C.</given-names></name> <name><surname>Mellor</surname> <given-names>J. R.</given-names></name></person-group> (<year>2020</year>). <article-title>Interneuron-specific plasticity at parvalbumin and somatostatin inhibitory synapses onto CA1 pyramidal neurons shapes hippocampal output.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>11</volume>:<issue>4395</issue>. <pub-id pub-id-type="doi">10.1038/s41467-020-18074-8</pub-id> <pub-id pub-id-type="pmid">32879322</pub-id></citation></ref>
<ref id="B108"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vickers</surname> <given-names>E. D.</given-names></name> <name><surname>Clark</surname> <given-names>C.</given-names></name> <name><surname>Osypenko</surname> <given-names>D.</given-names></name> <name><surname>Fratzl</surname> <given-names>A.</given-names></name> <name><surname>Kochubey</surname> <given-names>O.</given-names></name> <name><surname>Bettler</surname> <given-names>B.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Parvalbumin-interneuron output synapses show spike-timing-dependent plasticity that contributes to auditory map remodeling.</article-title> <source><italic>Neuron</italic></source> <volume>99</volume>:<issue>e726</issue>. <pub-id pub-id-type="doi">10.1016/j.neuron.2018.07.018</pub-id> <pub-id pub-id-type="pmid">30078579</pub-id></citation></ref>
<ref id="B109"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vogels</surname> <given-names>T. P.</given-names></name> <name><surname>Sprekeler</surname> <given-names>H.</given-names></name> <name><surname>Zenke</surname> <given-names>F.</given-names></name> <name><surname>Clopath</surname> <given-names>C.</given-names></name> <name><surname>Gerstner</surname> <given-names>W.</given-names></name></person-group> (<year>2011</year>). <article-title>Inhibitory plasticity balances excitation and inhibition in sensory pathways and memory networks.</article-title> <source><italic>Science</italic></source> <volume>334</volume> <fpage>1569</fpage>&#x2013;<lpage>1573</lpage>.</citation></ref>
<ref id="B110"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Walker</surname> <given-names>F.</given-names></name> <name><surname>Mock</surname> <given-names>M.</given-names></name> <name><surname>Feyerabend</surname> <given-names>M.</given-names></name> <name><surname>Guy</surname> <given-names>J.</given-names></name> <name><surname>Wagener</surname> <given-names>R. J.</given-names></name> <name><surname>Schubert</surname> <given-names>D.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Parvalbumin- and vasoactive intestinal polypeptide-expressing neocortical interneurons impose differential inhibition on Martinotti cells.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>7</volume>:<issue>13664</issue>. <pub-id pub-id-type="doi">10.1038/ncomms13664</pub-id> <pub-id pub-id-type="pmid">27897179</pub-id></citation></ref>
<ref id="B111"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>Y.</given-names></name> <name><surname>Toledo-Rodriguez</surname> <given-names>M.</given-names></name> <name><surname>Gupta</surname> <given-names>A.</given-names></name> <name><surname>Wu</surname> <given-names>C.</given-names></name> <name><surname>Silberberg</surname> <given-names>G.</given-names></name> <name><surname>Luo</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2004</year>). <article-title>Anatomical, physiological and molecular properties of Martinotti cells in the somatosensory cortex of the juvenile rat.</article-title> <source><italic>J. Physiol.</italic></source> <volume>561</volume> <fpage>65</fpage>&#x2013;<lpage>90</lpage>. <pub-id pub-id-type="doi">10.1113/jphysiol.2004.073353</pub-id> <pub-id pub-id-type="pmid">15331670</pub-id></citation></ref>
<ref id="B112"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wong</surname> <given-names>H. H.</given-names></name> <name><surname>Rannio</surname> <given-names>S.</given-names></name> <name><surname>Jones</surname> <given-names>V.</given-names></name> <name><surname>Thomazeau</surname> <given-names>A.</given-names></name> <name><surname>Sj&#x00F6;str&#x00F6;m</surname> <given-names>P. J.</given-names></name></person-group> (<year>2021</year>). <article-title>NMDA receptors in axons: There&#x2019;s no coincidence.</article-title> <source><italic>J. Physiol.</italic></source> <volume>599</volume> <fpage>367</fpage>&#x2013;<lpage>387</lpage>. <pub-id pub-id-type="doi">10.1113/JP280059</pub-id> <pub-id pub-id-type="pmid">33141440</pub-id></citation></ref>
<ref id="B113"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Woodin</surname> <given-names>M. A.</given-names></name> <name><surname>Ganguly</surname> <given-names>K.</given-names></name> <name><surname>Poo</surname> <given-names>M.-M.</given-names></name></person-group> (<year>2003</year>). <article-title>Coincident Pre- and postsynaptic activity modifies GABAergic synapses by postsynaptic changes in Cl- transporter activity.</article-title> <source><italic>Neuron</italic></source> <volume>39</volume> <fpage>807</fpage>&#x2013;<lpage>820</lpage>. <pub-id pub-id-type="doi">10.1016/s0896-6273(03)00507-5</pub-id> <pub-id pub-id-type="pmid">12948447</pub-id></citation></ref>
<ref id="B114"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yazaki-Sugiyama</surname> <given-names>Y.</given-names></name> <name><surname>Kang</surname> <given-names>S.</given-names></name> <name><surname>Cateau</surname> <given-names>H.</given-names></name> <name><surname>Fukai</surname> <given-names>T.</given-names></name> <name><surname>Hensch</surname> <given-names>T. K.</given-names></name></person-group> (<year>2009</year>). <article-title>Bidirectional plasticity in fast-spiking GABA circuits by visual experience.</article-title> <source><italic>Nature</italic></source> <volume>462</volume> <fpage>218</fpage>&#x2013;<lpage>221</lpage>. <pub-id pub-id-type="doi">10.1038/nature08485</pub-id> <pub-id pub-id-type="pmid">19907494</pub-id></citation></ref>
<ref id="B115"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname> <given-names>L.</given-names></name> <name><surname>Nho</surname> <given-names>K.</given-names></name> <name><surname>Haddad</surname> <given-names>M. G.</given-names></name> <name><surname>Cherepacha</surname> <given-names>N.</given-names></name> <name><surname>Tubeleviciute-Aydin</surname> <given-names>A.</given-names></name> <name><surname>Tsai</surname> <given-names>A. P.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>Rare CASP6N73T variant associated with hippocampal volume exhibits decreased proteolytic activity, synaptic transmission defect, and neurodegeneration.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>11</volume>:<issue>12695</issue>.</citation></ref>
<ref id="B116"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zucker</surname> <given-names>R. S.</given-names></name> <name><surname>Regehr</surname> <given-names>W. G.</given-names></name></person-group> (<year>2002</year>). <article-title>Short-term synaptic plasticity.</article-title> <source><italic>Annu. Rev. Physiol.</italic></source> <volume>64</volume> <fpage>355</fpage>&#x2013;<lpage>405</lpage>.</citation></ref>
</ref-list>
</back>
</article>