GABAergic Circuit Development and Its Implication for CNS DisordersView this Special Issue
Review Article | Open Access
Assortment of GABAergic Plasticity in the Cortical Interneuron Melting Pot
Cortical structures of the adult mammalian brain are characterized by a spectacular diversity of inhibitory interneurons, which use GABA as neurotransmitter. GABAergic neurotransmission is fundamental for integrating and filtering incoming information and dictating postsynaptic neuronal spike timing, therefore providing a tight temporal code used by each neuron, or ensemble of neurons, to perform sophisticated computational operations. However, the heterogeneity of cortical GABAergic cells is associated to equally diverse properties governing intrinsic excitability as well as strength, dynamic range, spatial extent, anatomical localization, and molecular components of inhibitory synaptic connections that they form with pyramidal neurons. Recent studies showed that similarly to their excitatory (glutamatergic) counterparts, also inhibitory synapses can undergo activity-dependent changes in their strength. Here, some aspects related to plasticity and modulation of adult cortical and hippocampal GABAergic synaptic transmission will be reviewed, aiming at providing a fresh perspective towards the elucidation of the role played by specific cellular elements of cortical microcircuits during both physiological and pathological operations.
The cerebral cortex (which includes the hippocampus, the entorhinal cortex, the piriform cortex, and the neocortex) is the origin of the most sophisticated cognitive functions and complex behaviors. Indeed, the constant computation of incoming sensory information is dynamically integrated to provide a coherent representation of the world, elaborate the past, predict the future, and ultimately develop a consciousness and the self. In particular, the specific activity states of intricate cortical networks often produce a wide range of rhythmic activities, believed to provide the computational substrate for different aspects of cognition and various behaviors [1, 2]. Cortical oscillations range from slow-wave activity (<1 Hz) to ultrafast oscillations (>100 Hz), with several intermediate rhythms (e.g., theta, beta gamma), each of which is considered to underlie specific cognitive aspects, such as non-REM sleep (slow-waves), sensory integration (gamma), working memory (theta), and motor planning (beta) . Importantly, inhibitory neurons were proposed to play a fundamental role in the genesis of most of these rhythms [3–13] through the specialized activity of their GABAergic synapses [7–10]. In fact, it is noteworthy that malfunctioning of specific GABAergic circuits is often indicated as a leading pathophysiological mechanism (among others) of psychiatric diseases, such as schizophrenia and autism [14–18].
Synapses are very specialized structures responsible for the propagation of information between neurons. One of the hallmarks of synaptic transmission is its ability to be modified by certain activities or specific modulators. Modifications of synaptic strength can occur in a short- (seconds) or long-term (from hours to days) fashion. In the last decades, the plasticity of excitatory glutamatergic synapses was extensively studied as it has been proposed to be the synaptic correlate of learning and memory [19–21]. In contrast, plasticity of GABAergic synapses received less attention until recently, when it became clear that also inhibitory synapses can undergo short- and long-term plasticity . However, the underlying mechanisms for GABAergic plasticity are not completely understood, given also the staggering diversity of inhibitory neurons embedded in cortical circuits and their equal heterogeneity of synaptic properties [3, 9, 23–38].
Here, we review some aspects of GABAergic synaptic plasticity in the context of the great disparity of GABAergic interneuron classes and the putative roles of specific changes of GABAergic synaptic strength during cortical operations. Notably, a recent review by Castillo et al.  covered several aspects of GABAergic synaptic plasticity, focusing on the pre- versus postsynaptic induction and expression mechanisms (see in Table 1 in ).
2. Interneuron Diversity
In the mammalian cerebral cortex, the stereotyped interactions of multiple neuron types arranged in layers result in complex networks composed by excitatory (glutamatergic) and inhibitory (GABAergic) neurons. Although some heterogeneity of cortical excitatory neurons exists in terms of anatomy, electrophysiology, and connectivity patterns [40–46], the morphological and physiological properties of excitatory neurons are relatively homogeneous. In contrast, inhibitory neurons of cortical structures encompass a vast number of different cell types [3, 23, 34–38]. For example, in CA1 region of the hippocampus, 16 different types of interneurons have been identified so far . Inhibitory neurons release GABA and are locally projecting cells, hence their “interneuron” denomination, indicating that cell body, dendrites, and axonal projections, are confined within the same anatomical area. The vast majority of interneurons show aspiny dendrites, or a relatively small spine density , and, unlike glutamatergic cells, they can be contacted by both glutamatergic and GABAergic synapses at the soma . The classification of interneurons is based on the expression of certain calcium binding proteins and/or neuropeptides, specific electrophysiological signatures (action potential waveform and dynamic range), and functional characteristics of synapses that they form and receive, as well as specific anatomical and morphological properties [7, 25, 27, 34–38, 49, 50]. Overall, interneurons provide inhibition to neuronal networks and dictate the temporal pattern of activity of principal pyramidal and other inhibitory neurons. In this context, the rich diversity of GABAergic cells operates a division of labor during cortical activities (oversimplified in Figure 1) [11, 13], and the specific roles played by each interneuron subtype in the functional organization of cortical networks has only recently begun to be elucidated .
Whereas interneuron dendritic morphology is highly variable, the axonal arborization can reveal specific functional features (Figures 2(a) and 2(b)). Indeed GABAergic interneurons are specialized in targeting specific domains of excitatory principal cells, and specific patterns of axonal projection result in one of the most relevant functional classifications of interneurons. For instance, oriens to lacunosum-moleculare (OL-M) neurons in the hippocampus and their neocortical counterpart, the Martinotti cells, represent a prominent type of dendrite-targeting interneurons [28, 37, 52, 53]. Other dendrite-targeting interneurons include the neurogliaform cells [35, 54–57], the bi-stratified and tri-stratified interneurons [3, 38, 58], and ivy cells  in the hippocampus. All these cell types target the dendrites of pyramidal neurons (at different distances) and are thus optimally predisposed to filter synaptic glutamatergic inputs that are exclusively present on pyramidal cell dendrites (Figure 1) [41, 60]. On the other hand, basket cells (BCs, representing ~50% of all inhibitory neurons) are specialized in targeting the soma and proximal dendrites of pyramidal cells . By setting the timing of action potentials of many pyramidal neurons, BCs crucially regulate the neuronal output and promote synchronous discharge of a large population of principal cells (Figure 1) [5, 6, 10]. Moving along the dendro-soma-axon line of pyramidal neurons, another type of interneuron is specialized in targeting the axonal initial segment of principal cells: the axo-axonic or chandelier cells [23, 35, 37, 61]. GABAergic synapses formed by these cells on axons of pyramidal neuron suggest a powerful role as controllers of their output (Figure 1). A clear functional distinction of the division of tasks between axo-axonic and perisomatic targeting interneurons is still unclear, as both cell types target the output region of pyramidal neurons. Interestingly, GABAergic synapses from neocortical axo-axonic cells were recently found to exert a paradoxical excitatory role, promoting action-potential generation in pyramidal neurons [62–64], although this is still matter of debate [64, 65].
In the hippocampus and cortex, BCs can be subdivided in two major, nonoverlapping subtypes with different physiological properties. Parvalbumin (PV) expressing basket cells can sustain high-frequency firing (hence their fast-spiking or FS denomination) and receive strong and fast glutamatergic input that relies mainly on AMPA receptors and efficiently recruits them during cortical activity [7, 25, 66, 67]. PV+ BCs are selectively surrounded by polyanionic chondroitin sulfate-rich perineuronal nets , which seem to play an important role in controlling ocular dominant plasticity in the neocortex [69, 70] and protect erasure of fear memories in the amygdala . FS BCs release GABA very reliably due to the tight coupling between Ca2+ channels and Ca2+ sensors at their terminals [72, 73] and are extensively interconnected through chemical and electrical synapses [49, 74–78]. In particular, in the neocortex, FS BCs make a large number of synaptic contacts with themselves (autapses) [79–82] that modulate their own spike frequency and greatly contribute to improve precise spike-timing . All these features allow PV+ BCs to synchronize a large population of principal cells and are thus believed to be the clockwork of cortical networks as they entrain oscillations that underlie several complex cognitive functions, including sensory integration, attention, exploratory behavior, sleep, and several forms of memory . Remarkably, FS interneurons might promote network desynchronization in response to certain pattern of intense activity. This effect is mediated by massive asynchronous release of GABA from FS interneurons both at autapses and synapses with pyramidal cells resulting in reduced spike-timing precision .
In contrast, interneurons belonging to another perisomatic targeting interneuron subclass express cannabinoid receptor type 1 (CB1Rs) and the neuropeptide cholecystokinin (CCK), cannot sustain high-frequency firing, are contacted by less glutamatergic synapses, and their soma-targeted synapses tend to release GABA asynchronously and unreliably, often resulting in prolonged inhibition of target cells [30, 31]. Remarkably, GABAergic synapses formed by CCK+ BCs are negatively modulated by endocannabinoids yielding to both short- and long-term synaptic plasticity [84–86] (see below).
Importantly, alterations of cortical inhibition were implicated in several neuropsychiatric (e.g., schizophrenia, autism, mood disorders) [14, 16–18, 87–89] and neurological (e.g., epilepsy, and Rett syndrome) diseases [90, 91]. Several lines of evidence indicate that the pathological mechanisms leading to the development of these diseases do not affect inhibitory circuits globally, but they seem to be restricted to specific interneurons types. Indeed, animal model of these diseases  and postmortem analysis of human tissue [93, 94] indicate a decreased number and function of PV+ BCs. In line with these anatomical results, abnormal oscillatory activity was associated to schizophrenia, autism, and epilepsy [95, 96]. Conversely, the prominent subcortical aminergic input to CCK basket cell [97, 98] has prompted the hypothesis that this particular BC subtype is the substrate of plastic changes that control mood and its disorders . However, an increasing amount of evidence suggests that PV+ basket cells are indeed the target of several neuromodulators such as CCK, opioids, and serotonin [99–101] and could be affected by hormones and stress that has a facilitating role towards the development of depressive disorders [102, 103].
3. Plasticity of Adult GABAergic Synapses: Cellular Mechanisms
Since the discovery of activity-dependent potentiation of synaptic strength in the hippocampus , considerable effort has been done to elucidate the mechanisms underlying the plasticity of glutamatergic transmission as it is supposed to rule the functional and structural refinement of synaptic contacts and be the neuronal correlate of learning and memory . Conversely, plasticity of GABAergic synaptic transmission has received much less attention, but an increasing effort made during the last two decades is starting to give us some cues about the mechanisms and roles of inhibitory plasticity. Today, there are examples of GABAergic plasticity in many different brain areas such as cerebellum, brain stem, deep cerebellar nuclei, VTA, thalamus, lateral superior olive, and amygdala . In the cortex and hippocampus, both long- and short-term changes in GABA transmission were described .
3.1. Retrograde Synaptic Signaling and GABAergic Plasticity
Retrograde synaptic signaling has emerged as one of the major mechanisms for GABAergic synaptic plasticity. Indeed, postsynaptic depolarization- or activity-dependent short-term suppression of presynaptic GABA release was described in the early 90s in the hippocampus and cerebellum and termed depolarization-induced suppression of inhibition (DSI) [108, 109]. In 2001, it was shown that endogenous cannabinoids (or endocannabinoids; eCBs) are the actual retrograde messengers mediating this post- to presynaptic communication (Figure 3(a)) [105, 106, 110–113]. eCBs are ubiquitous signaling molecules through the CNS. In the cortex and hippocampus, 2AG and anadamide, the two major endogenously produced cannabinoids [106, 114–116], are responsible for different forms of plasticity of GABAergic neurotransmission, including short- and long-term modification of synaptic strength and homo- and heterosynaptic forms of plasticity [85, 107, 111]. eCBs can be synthesized on demand, in response to many stimuli such as postsynaptic depolarizations, increased Ca2+ concentrations, action potential trains and metabotropic glutamate (mGlu), dopamine, and acetylcholine receptor activation . After their synthesis, eCBs travel backwards from the postsynaptic cell—where they are produced—to presynaptic terminals and generate a short-term (seconds to minutes) and/or long-term (minutes to hours) suppression of GABA release through activation of CB1 receptors, G-protein coupled receptors, located mainly on presynaptic terminals [85, 106, 114]. Distinct stimuli set the duration of CB1R-mediated plasticity by activating different downstream signaling mechanism. Short-term postsynaptic depolarization results in short-term GABAergic transmission inhibition, (DSI, Figure 3(a)) that occurs through inhibition of voltage-dependent calcium channels by CB1Rs [106, 107]. Intense high-frequency synaptic stimulations of afferent fibers induce a long-term disinhibition of pyramidal cells in CA1 area of the hippocampus (Figure 3(b)) [86, 107, 111]. This form of long-lasting plasticity of GABAergic transmission, termed eCB-dependent long-term depression (eCB-LTD), depends on CB1R-mediated regulation of presynaptic protein kinase A (PKA) and the phosphatase calcineurin [117, 118]. These two signaling proteins control a cascade that results in long-term inhibition of the presynaptic release machinery.
Another form of eCB-independent retrograde signaling has been described in cortical GABAergic synapses formed by nonaccommodating FS cells and pyramidal cells in layer 2/3 of the cortex. Zilberter showed that increase of postsynaptic pyramidal-cell Ca2+ concentrations induced by trains of action potentials results in a short-term decrease of GABAergic transmission between these two cell types . Pair-pulse ratio analysis indicated a presynaptic locus for this phenomenon and suggested the involvement a retrograde signal. Although increases in pyramidal neuron dendritic Ca2+ levels are a triggering signal for the synthesis of eCBs, FS cells in L2/3 of the cortex do not express detectable CB1Rs, therefore ruling out the participation of eCBs in this form of plasticity . Further investigations have shown that this form of disinhibition is likely mediated by somatodendritic release of glutamate-filled vesicles expressing the vesicular glutamate transporter vGLUT3 with consequent activation of presynaptic metabotropic glutamate receptors (Figures 4(a) and 4(b)) [119, 120].
3.2. Spike Timing-Dependent Plasticity of GABAergic Synapses
Spike timing-dependent plasticity (STDP) is a form of synaptic plasticity that requires both pre- and postsynaptic firing, inducing changes in synaptic strength whose polarity (potentiation or depression) depends on the temporal order of pre- and postsynaptic spiking. Glutamatergic STDP has been shown to follow precise general rules: long-term potentiation (LTP) of synaptic transmission is produced when presynaptic spiking precedes (in a millisecond time window) postsynaptic action potential, whereas LTD is induced when postsynaptic spikes precede presynaptic action potentials [122–124]. STDP of GABAergic synapses (and of glutamatergic synapses onto inhibitory cells ) has only recently been investigated and seems a bit more complex than glutamatergic STDP. Indeed, in the hippocampus, a symmetric dependency was found: LTP of GABAergic connections was induced when pre- and poststimuli where paired at ±20 milliseconds whereas longer intervals led to LTD . Conversely, in the entorhinal cortex, GABAergic STDP follows the same temporal dependency as glutamatergic STDP . Both hippocampal and entorhinal cortex spike-timing LTPs depend on postsynaptic Ca2+ rises induced by back-propagating action potentials and were proposed to have a postsynaptic origin [126, 127]. Interestingly, in hippocampal neurons (both cultured and in slices), it has been shown that coincident pre- and postsynaptic firing that results in LTP of GABAergic transmission produced a shift of the reversal potential for GABA-mediated (EGABA) responses at this particular synapse. Indeed, the coincident activity resulted in the inhibition of the Cl− cotransporter KCC2 resulting in a more depolarized EGABA .
Given the rich heterogeneity of GABAergic interneuron subtypes, one key question is whether plasticity of GABAergic neurotransmission follows some general rules regardless of the GABAergic cell subtype or if specific inhibitory cell subclasses are more susceptible to develop certain forms of plasticity. Remarkably, Holmgren and Zilberter demonstrated that in neocortical layer 2/3 unitary connections between FS interneurons and pyramidal neurons are substrate for long-term modification of synaptic strength induced by pairing pre- and postsynaptic action potentials . Indeed, this study showed that LTP of GABAergic responses was induced when the presynaptic FS cell fires at least 400 ms after the postsynaptic pyramidal did. Interestingly, the plasticity of this particular GABAergic synapse is bidirectional and LTD was induced if presynaptic FS fires during or shortly after a train of action potentials in a pyramidal cell (Figures 4(c) and 4(d)) . In contrast with the results observed in hippocampal cells, STDP of FS to pyramidal neurons did not alter the reversal potential for synaptic responses, suggesting an alternative mechanism for this form of plasticity . Although the exact mechanism leading to STDP of FS to pyramidal cell GABAergic transmission is still unknown, the dependency on intact calcium signaling and unchanged pair-pulse ratio of unitary postsynaptic responses after conditioning does not favor a presynaptic origin . In line with a postsynaptic expression of GABA-mediated synaptic plasticity onto neocortical pyramidal neurons, recent evidence indicated the role of postsynaptic L- and R-type Ca2+ channels in activity state-dependent LTD and LTP of GABAergic inhibition in layer 5 pyramidal neurons .
3.3. Other Types of Plasticity of GABAergic Synaptic Transmission
Activity-dependent plasticity of GABAergic synapses has been demonstrated in adult cortex and hippocampus. Both LTP and LTD of GABAergic transmission can be triggered by different forms of stimuli that consist mostly in high-frequency afferent stimulations [86, 129–132]. Several forms of heterosynaptic long-term changes of GABAergic responses were shown in adult hippocampus and have the activation of glutamatergic fibers as a common origin [86, 129]. Although induction is invariably postsynaptic, the expression locus can be either pre- or postsynaptic. In CA1 region of the hippocampus, glutamate released by Schaffer-collaterals activates mGluRs, triggering the synthesis of eCBs that act presynaptically to reduce GABA release (see above) [86, 107, 111]. Notably, a different study reported that glutamate induces postsynaptic Ca2+ increases through NMDA receptors that, in turn, activate postsynaptic calcineurin . Importantly, this calcium-sensitive phosphatase has been involved in the negative regulation of GABAA receptors activity resulting in a postsynaptic locus of expression for this form of GABAergic LTD . As a common theme, it seems that the induction of all these forms of GABAergic plasticity requires the sustained firing of the GABAergic cell that produced GABAergic LTD. This suggests a dual role of GABAergic interneurons: promoting synaptic plasticity and conferring synapse specificity [117, 133–136].
Another form of activity-dependent potentiation of inhibitory synaptic transmission is mediated by astrocytic calcium signaling in the hippocampus. In synaptically coupled pairs of interneurons and pyramidal cells, a train of high-frequency action potentials in the presynaptic inhibitory cell produces an increase in the probability of GABA release that lasted for 15–20 minutes . Strikingly, neighboring astrocytes were shown to be critical mediators of this effect. Indeed, interneuron firing and consequent release of GABA triggered GABAB-mediated calcium signaling in astrocytes adjacently located to the inhibitory neuron. Upon GABAB receptor activation and through a mechanism dependent on AMPA and NMDA receptors, astrocytes induced potentiation of inhibitory transmission between interneuron and pyramidal cells .
Another form of GABAergic synaptic potentiation has been described in FS to stellate cells connections in layer 4 of mouse visual cortex . At this synapse, paring of presynaptic FS spikes with subthreshold depolarization of postsynaptic stellate cells resulted in a significant potentiation of the GABAergic synapses that lasted for at least 30 minutes. In this study, no changes in the PPR were detected and the reversal potential of synaptic responses remained unaltered . Interestingly, this form of plasticity is prevented by coupling pre- and postsynaptic spikes suggesting that STDP at neocortical FS to principal cell connections is layer dependent.
4. Functional Role of GABAergic Plasticity
Many examples of GABAergic synaptic plasticity come from studies focused on the development of cortical inhibitory circuits. Indeed, in the developing mouse neocortex, GABA levels are modulated by neuronal activity and sensory experience through the regulation of the Gad1 gene [139, 140], which codes for GAD67, a glutamic acid decarboxylase that is the rate-limiting enzyme responsible for GABA synthesis . In turn, modified GABA transmission increases the number of synaptic contacts, axon branching, and innervation field of single perisomatic interneurons [142, 143]. In the dentate gyrus, both pre- and postsynaptic changes occur during development of GABAergic synapses originating from PV+ BCs, including increased amplitude, decreased failure rate, and decay constant of unitary inhibitory responses . These changes reflect a developmentally regulated plasticity of FS cell-mediated GABAergic transmission transforming this cellular element into the well-known precise synaptic metronome and fast signaling unit.
Despite the growing evidence in favor of GABAergic transmission as a pivotal mechanism for several functions of neuronal circuits, little is know about the actual role of activity-dependent modifications of inhibitory synapses in altering network activities that are strongly dependent on specific GABAergic circuits. In fact, functional consequences of changes in inhibitory synapse strength can vary dramatically depending on the interneurons subtype involved. Indeed, different interneuron subclasses possess different mechanisms underlying basic GABAergic transmission, such as, for example, different expression of presynaptic voltage-gated Ca2+ channels and/or metabotropic receptors that modulate GABA release [10, 52]. Since these differences result in specific modes of GABAergic transmission, it is likely that specific GABAergic synapses originating from specific interneuron types will generate different forms of plasticity in response to similar activity patterns. To complicate things even further, different classes of inhibitory interneurons are activated by glutamatergic synapses exhibiting peculiar properties, including short- and long-term plasticity and expression of specific ionotropic and metabotropic glutamate receptors [26–29, 33, 37, 145]. This diversity of excitatory properties onto different interneuron classes was shown to underlie differential temporal recruitment of different GABAergic cell types during cortical activities , therefore limiting or promoting induction of downstream GABAergic plasticity in selective cell types. Some indirect evidences for plasticity of GABAergic transmission arising from specific interneuron types were found in development when sensory activity is a critical regulator of GABAergic plasticity. For example, FS cell-mediated transmission in visual cortex was shown to develop an LTP at these inhibitory synapses in mice that were visually deprived (see above) . In neocortical low-threshold spiking interneurons (including dendrite targeting Martinotti cells) similar sensory deprivation (whisker trimming) induced a change in the pattern of inhibitory transmission, with increased amplitude and decay kinetics . On this line, sensory deprivation induces a decrease in the number of dendrite targeting GABAergic synapses in L4  and somatic targeting interneurons .
The induction of plastic changes in GABAergic synapses may have different outcomes depending not only on the polarity or duration of the change, but also on the location and origin of these GABAergic synapses. In the hippocampus, stimuli that induce LTP of glutamatergic transmission also induce eCB-dependent LTD of GABAergic synapses. This form of LTD is likely restricted to interneuron types expressing CB1 receptors that include CCK-positive basket cells and Schaffer collateral-associated (SCA) interneurons [85, 150]. The plasticity of this GABAergic input has been shown to be responsible for the increased excitability of pyramidal cells after eCB signaling activation and for the EPSP-to-spike (E-S) coupling, that is, an important component of LTP of glutamatergic transmission .
The increased strength of GABAergic transmission between PV+ BCs and pyramidal neurons would decrease the excitation-to-inhibition ratio in the somatic compartment of principal cells and limit their time window for spike generation. Since each PV+ BC contact a large number of pyramidal neurons, the plasticity of its GABAergic connections will influence a large portion of the network, and therefore change some global properties of network activities. This applies if plasticity of GABAergic synapses results from a broad change of presynaptic neurotransmitter release, regardless of postsynaptic activity. On the other hand, combined presynaptic and single pyramidal neuron firing might induce STDP modifying a small portion of GABAergic synapses. This can happen during theta and gamma activities, when the firing of pyramidal neurons and FS cells are temporally displaced as they are locked to different components of the oscillation phase [3, 13]. Another form of fine regulation of few components of a network is represented by eCB-dependent synaptic plasticity. Indeed, eCB-mediated decrease of perisomatic inhibition arising from CCK+ interneurons will likely disinhibit and thus increase excitability of those single pyramidal cells that retrogradely delivered eCBs. This mechanism will therefore provide a self-induced fine tuning of inhibition. In addition, since these signaling molecules are produced by highly active principal cells, eCBs are ideally placed to organize cell assemblies that fire in close relation during certain behavioral states, although the role of eCB-mediated retrograde signaling onto CCK+ cells during oscillations and network activities is far from being clear [151, 152]. In this scenario, it is possible that sustained firing activities of pyramidal cells will induce an eCB-dependent overall depression of GABAergic transmission originating from CCK+ interneurons. This will likely shift the balance of perisomatic inhibition towards the fast, precise, and reliable inhibition from PV+ basket cells, which are insensitive to eCBs. Since these two types of interneurons differentially contribute to feed forward and feed back inhibition onto CA1 cells, retrograde eCB signaling has the potential of changing the integration properties of principal cells by narrowing the time window for spike generation and allowing increased temporal resolution [10, 146]. As detailed above, neocortical pyramidal cells use different mechanisms to selectively modulate specific sources of perisomatic GABAergic transmission in a retrograde fashion (eCBs in CCK+ basket cellls versus glutamate in FS interneurons). It is still unclear, however, if these two modulation mechanisms can be uncoupled, thus leading to a change in the perisomatic inhibition balance originating from PV+ and CCK+ basket cells.
Synaptic plasticity of GABAergic synapses can be target specific. It has been shown that eCB-mediated suppression of GABA transmission is present at GABAergic synapses on pyramidal neurons but not on interneurons in layer 2/3 of the mouse neocortex [153, 154]. In the hippocampus, however, both GABAergic synapses on interneurons and pyramidal cells can be modulated by retrograde eCB signaling . In addition, GABAergic inputs to layer 5 pyramidal cells in the neocortex is cannabinoid-insensitive, whereas GABAergic synapses onto layer 2/3 principal cells are strongly modulated by retrograde eCB signaling [155, 156]. These observations raise the possibility that certain forms of eCB-mediated plasticity may rely on the identity and location of both pre- and postsynaptic neurons. Therefore, specific activities can differentially suppress inhibition in distinct cortical layers and specific cell types (glutamatergic versus GABAergic).
There is little (if any) direct evidence for plasticity of GABAergic transmission at distal dendritic sites, such as that provided by O-LM interneurons and Martinotti cells in the hippocampus and neocortex, respectively. Importantly, Martinotti cells mediate a prominent disynaptic dendritic inhibition triggered by high-frequency firing of pyramidal neurons [157–159]. Plasticity of these GABAergic connections will, therefore, be crucial for information filtering by these dendrite-targeting interneurons .
Interestingly, the polarity of STDP of glutamatergic synapses depends on the location of the synapses within the dendritic arbor. The same timing of pre- and postspiking gives rise to LTD at most distal synapses, but LTP at more proximal dendritic synapses . It will be interesting to investigate whether interneurons targeting different compartments of principal cells, for example, dendritic versus somatic, have different plasticity rules and whether specific patterns of network activation have differential effects on inhibition arising from specific sources.
5. Conclusions and Future Directions
In this paper we emphasized how the great diversity of interneuron types gives rise to an even greater diversity of GABAergic transmission and plasticity. Indeed, the specific key role of each GABAergic circuit in sculpting different forms of cortical activity has only recently begun to be elucidated . Since it has been shown that GABAergic synapses exhibit plasticity, it will be fundamental to reveal the governing rules of GABAergic transmission originating from different neuron subclasses.
In addition to the interneuron type-specific forms of synaptic plasticity, several open questions remain, such as, for example: (i) what are the physiological activities (single neuron and/or network activities) necessary to induce plasticity of GABAergic synapses? (ii) Is there a heterogeneity or bidirectional plasticity of GABAergic synapses in different cortical areas? (iii) What is the functional role of GABAergic transmission during different cortical activities? (iv) What other neuromodulators, in addition to endocannabinoids and glutamate, can induce activity-dependent changes of GABAergic synaptic strength? (v) Could GABAergic plasticity lead to complex Cl− gradients inside a principal neuron , such that the direction (inhibition versus excitation) of GABA-mediated responses might, in some cases, contribute to some forms of hyperexcitability? (vi) Is plasticity of inhibitory synapses altered in pathological situations? Addressing these questions will help define the fundamental molecular, cellular, and synaptic mechanisms governing several core functions of cortical activities, therefore advancing our knowledge on the basic rules underlying complex cognitive and behavioral functions, with likely important implications for neurological and psychiatric diseases.
The authors thank Joana Lourenço for critically reading this paper. Work in our lab is supported by the Giovanni Armenise-Harvard Foundation: Career Development Award; European Commission: Marie Curie International Reintegration Grant; and European Research Council (ERC) under the European Community’s 7th Framework Programmme (FP7/2007-2013)/ERC grant agreement no. 200808; A.Bacci is the 2007/2008 National Alliance for Research on Schizophrenia and Depression (NARSAD), Henry and William Test Investigator.
- X. J. Wang, “Neurophysiological and computational principles of cortical rhythms in cognition,” Physiological Reviews, vol. 90, no. 3, pp. 1195–1268, 2010.
- G. Buzsáki and A. Draguhn, “Neuronal olscillations in cortical networks,” Science, vol. 304, no. 5679, pp. 1926–1929, 2004.
- T. Klausberger and P. Somogyi, “Neuronal diversity and temporal dynamics: the unity of hippocampal circuit operations,” Science, vol. 321, no. 5885, pp. 53–57, 2008.
- A. Bragin, G. Jando, Z. Nadasdy, J. Hetke, K. Wise, and G. Buzsaki, “Gamma (40–100 Hz) oscillation in the hippocampus of the behaving rat,” Journal of Neuroscience, vol. 15, no. 1, pp. 47–60, 1995.
- V. S. Sohal, F. Zhang, O. Yizhar, and K. Deisseroth, “Parvalbumin neurons and gamma rhythms enhance cortical circuit performance,” Nature, vol. 459, no. 7247, pp. 698–702, 2009.
- J. A. Cardin, M. Carlen, K. Meletis et al., “Driving fast-spiking cells induces gamma rhythm and controls sensory responses,” Nature, vol. 459, no. 7247, pp. 663–667, 2009.
- M. Bartos, I. Vida, and P. Jonas, “Synaptic mechanisms of synchronized gamma oscillations in inhibitory interneuron networks,” Nature Reviews. Neuroscience, vol. 8, no. 1, pp. 45–56, 2007.
- I. Vida, M. Bartos, and P. Jonas, “Shunting inhibition improves robustness of gamma oscillations in hippocampal interneuron networks by homogenizing firing rates,” Neuron, vol. 49, no. 1, pp. 107–117, 2006.
- M. Bartos, I. Vida, M. Frotscher et al., “Fast synaptic inhibition promotes synchronized gamma oscillations in hippocampal interneuron networks,” Proceedings of the National Academy of Sciences of the United States of America, vol. 99, no. 20, pp. 13222–13227, 2002.
- T. F. Freund and I. Katona, “Perisomatic inhibition,” Neuron, vol. 56, no. 1, pp. 33–42, 2007.
- N. Hájos, J. Pálhalini, E. O. Mann, B. Nèmeth, O. Paulsen, and T. F. Freund, “Spike timing of distinct types of GABAergic interneuron during hippocampal gamma oscillations in vitro,” Journal of Neuroscience, vol. 24, no. 41, pp. 9127–9137, 2004.
- P. Somogyi and T. Klausberger, “Defined types of cortical interneurone structure space and spike timing in the hippocampus,” Journal of Physiology, vol. 562, no. 1, pp. 9–26, 2005.
- T. Klausberger, P. J. Magill, L. F. Márton et al., “Brain-state- and cell-type-specific firing of hippocampal interneurons in vivo,” Nature, vol. 421, no. 6925, pp. 844–848, 2003.
- F. M. Benes and S. Berretta, “GABAergic interneurons: implications for understanding schizophrenia and bipolar disorder,” Neuropsychopharmacology, vol. 25, no. 1, pp. 1–27, 2001.
- N. Gogolla, J. J. Leblanc, K. B. Quast, T. Sudhof, M. Fagiolini, and T. K. Hensch, “Common circuit defect of excitatory-inhibitory balance in mouse models of autism,” Journal of Neurodevelopmental Disorders, vol. 1, no. 1, pp. 172–181, 2009.
- E. V. Orekhova, T. A. Stroganova, G. Nygren et al., “Excess of high frequency electroencephalogram oscillations in boys with autism,” Biological Psychiatry, vol. 62, no. 9, pp. 1022–1029, 2007.
- P. Levitt, K. L. Eagleson, and E. M. Powell, “Regulation of neocortical interneuron development and the implications for neurodevelopmental disorders,” Trends in Neurosciences, vol. 27, no. 7, pp. 400–406, 2004.
- D. A. Lewis, T. Hashimoto, and D. W. Volk, “Cortical inhibitory neurons and schizophrenia,” Nature Reviews. Neuroscience, vol. 6, no. 4, pp. 312–324, 2005.
- R. G. Morris, E. Anderson, G. S. Lynch, and M. Baudry, “Selective impairment of learning and blockade of long-term potentiation by an N-methyl-D-aspartate receptor antagonist, AP5,” Nature, vol. 319, no. 6056, pp. 774–776, 1986.
- R. C. Malenka, “The long-term potential of LTP,” Nature Reviews. Neuroscience, vol. 4, no. 11, pp. 923–926, 2003.
- T. J. McHugh, K. I. Blum, J. Z. Tsien, S. Tonegawa, and M. A. Wilson, “Impaired hippocampal representation of space in CA1-specific NMDAR1 knockout mice,” Cell, vol. 87, no. 7, pp. 1339–1349, 1996.
- J. L. Gaiarsa, O. Caillard, and Y. B. Ari, “Long-term plasticity at GABAergic and glycinergic synapses: mechanisms and functional significance,” Trends in Neurosciences, vol. 25, no. 11, pp. 564–570, 2002.
- T. F. Freund and G. Buzsaki, “Interneurons of the hippocampus,” Hippocampus, vol. 6, no. 4, pp. 347–470, 1996.
- M. Bartos, I. Vida, M. Frotscher, J. R. Geiger, and P. Jonas, “Rapid signaling at inhibitory synapses in a dentate gyrus interneuron network,” Journal of Neurophysiology, vol. 21, no. 8, pp. 2687–2698, 2001.
- M. Bartos, H. Alle, and I. Vida, “Role of microcircuit structure and input integration in hippocampal interneuron recruitment and plasticity,” Neuropharmacology, vol. 60, no. 5, pp. 730–737, 2010.
- D. M. Kullmann and K. P. Lamsa, “LTP and LTD in cortical GABAergic interneurons: emerging rules and roles,” Neuropharmacology, vol. 60, no. 5, pp. 712–719, 2011.
- D. M. Kullmann and K. P. Lamsa, “Long-term synaptic plasticity in hippocampal interneurons,” Nature Reviews. Neuroscience, vol. 8, no. 9, pp. 687–699, 2007.
- Y. Wang, M. Toledo-Rodriguez, A. Gupta et al., “Anatomical, physiological and molecular properties of Martinotti cells in the somatosensory cortex of the juvenile rat,” Journal of Physiology, vol. 561, no. 1, pp. 65–90, 2004.
- Y. Wang, A. Gupta, M. Toledo-Rodriguez, C. Z. Wu, and H. Markram, “Anatomical, physiological, molecular and circuit properties of nest basket cells in the developing somatosensory cortex,” Cerebral Cortex, vol. 12, no. 4, pp. 395–410, 2002.
- S. Hefft and P. Jonas, “Asynchronous GABA release generates long-lasting inhibition at a hippocampal interneuron-principal neuron synapse,” Nature Neuroscience, vol. 8, pp. 1319–1328, 2005.
- M. I. Daw, L. Tricoire, F. Erdelyi, G. Szabo, and C. J. McBain, “Asynchronous transmitter release from cholecystokinin-containing inhibitory interneurons is widespread and target-cell independent,” The Journal of Neuroscience, vol. 29, no. 36, pp. 11112–11122, 2009.
- G. Maccaferri, J. D. Roberts, P. Szucs, C. A. Cottingham, and P. Somogyi, “Cell surface domain specific postsynaptic currents evoked by identified GABAergic neurones in rat hippocampus in vitro,” Nature, vol. 524, no. 6993, pp. 91–116, 2000.
- A. Reyes, R. Lujan, A. Rozov, N. Burnashev, P. Somogyi, and B. Sakmann, “Target-cell-specific facilitation and depression in neocortical circuits,” Nature Neuroscience, vol. 1, no. 4, pp. 279–285, 1998.
- Y. Kawaguchi and Y. Kubota, “Neurochemical features and synaptic connections of large physiologically-identified GABAergic cells in the rat frontal cortex,” Neuroscience, vol. 85, no. 3, pp. 677–701, 1998.
- Y Kawaguchi and Y . Kubota, “GABAergic cell subtypes and their synaptic connections in rat frontal cortex,” Cerebral Cortex, vol. 7, no. 6, pp. 476–486, 1997.
- G. A. Ascoli, L. Alonso-Nanclares, S. A. Anderson et al., “Petilla terminology: nomenclature of features of GABAergic interneurons of the cerebral cortex,” Nature Reviews. Neuroscience, vol. 9, no. 7, pp. 557–568, 2008.
- H. Markram, M. Toledo-Rodriguez, Y. Wang, A. Gupta, G. Silberberg, and C. Wu, “Interneurons of the neocortical inhibitory system,” Nature Reviews. Neuroscience, vol. 5, no. 10, pp. 793–807, 2004.
- C. J. McBain and A. Fisahn, “Interneurons unbound,” Nature Reviews. Neuroscience, vol. 2, no. 1, pp. 11–23, 2001.
- P. E. Castillo, C. Q. Chiu, and R. C. Carroll, “Long-term plasticity at inhibitory synapses,” Current Opinion in Neurobiology, vol. 21, no. 2, pp. 328–338, 2011.
- S. Marinelli, S. Pacioni, A. Cannich, G. Marsicano, and A. Bacci, “Self-modulation of neocortical pyramidal neurons by endocannabinoids,” Nature Neuroscience, vol. 12, no. 12, pp. 1488–1490, 2009.
- J. DeFelipe and I. Farinas, “The pyramidal neuron of the cerebral cortex: morphological and chemical characteristics of the synaptic inputs,” Progress in Neurobiology, vol. 39, no. 6, pp. 563–607, 1992.
- B. W. Connors and M. J. Gutnick, “Intrinsic firing patterns of diverse neocortical neurons,” Trends in Neurosciences, vol. 13, no. 3, pp. 99–104, 1990.
- J. V. Le Bé, G. Silberberg, Y. Wang, and H. Markram, “Morphological, electrophysiological, and synaptic properties of corticocallosal pyramidal cells in the neonatal rat neocortex,” Cerebral Cortex, vol. 17, no. 9, pp. 2204–2213, 2007.
- D. A. McCormick, B. W. Connors, J. W. Lighthall, and D. A. Prince, “Comparative electrophysiology of pyramidal and sparsely spiny stellate neurons of the neocortex,” Journal of Neurophysiology, vol. 54, no. 4, pp. 782–806, 1985.
- S. P. Brown and S. Hestrin, “Intracortical circuits of pyramidal neurons reflect their long-range axonal targets,” Nature, vol. 457, no. 7233, pp. 1133–1136, 2009.
- N. Spruston, “Pyramidal neurons: dendritic structure and synaptic integration,” Nature Reviews. Neuroscience, vol. 9, no. 3, pp. 206–221, 2008.
- Y. Kubota, N. Shigematsu, F. Karube et al., “Selective coexpression of multiple chemical markers defines discrete populations of neocortical GABAergic neurons,” Cerebral Cortex. In press.
- R. Douglas, H. Markram, and K. Martin, “Neocortex,” in The Synaptic Organization of the Brain, G. Shepherd, Ed., pp. 499–558, Oxford University Press, New York, NY, USA, 2004.
- A. Bacci, U. Rudolph, J. R. Huguenard, and D. A. Prince, “Major differences in inhibitory synaptic transmission onto two neocortical interneuron subclasses,” Journal of Neuroscience, vol. 23, no. 29, pp. 9664–9674, 2003.
- M. Beierlein, J. R. Gibson, and B. W. Connors, “Two dynamically distinct inhibitory networks in layer 4 of the neocortex,” Journal of Neurophysiology, vol. 90, no. 5, pp. 2987–3000, 2003.
- F. Karube, Y. Kubota, and Y. Kawaguchi, “Axon branching and synaptic bouton phenotypes in GABAergic nonpyramidal cell subtypes,” Journal of Neuroscience, vol. 24, no. 12, pp. 2853–2865, 2004.
- G. Maccaferri, “Stratum oriens horizontal interneurone diversity and hippocampal network dynamics,” Journal of Physiology, vol. 562, no. 1, pp. 73–80, 2005.
- F. Pouille and M. Scanziani, “Routing of spike series by dynamic circuits in the hippocampus,” Nature, vol. 429, no. 6993, pp. 717–723, 2004.
- J. Szabadics, G. Tamás, and I. Soltesz, “Different transmitter transients underlie presynaptic cell type specificity of GABA and GABA, fast,” Proceedings of the National Academy of Sciences of the United States of America, vol. 104, no. 37, pp. 14831–14836, 2007.
- M. Capogna, “Neurogliaform cells and other interneurons of stratum lacunosum moleculare gate entorhinal-hippocampal dialogue,” Journal of Physiological, vol. 15, no. 589, pp. 1875–1883, 2010.
- T. Karayannis, D. Elfant, I. Huerta-Ocampo et al., “Slow GABA transient and receptor desensitization shape synaptic responses evoked by hippocampal neurogliaform cells,” Journal of Neuroscience, vol. 30, no. 29, pp. 9898–9909, 2010.
- S. Olah, G. Komlosi, J. Szabadics et al., “Output of neurogliaform cells to various neuron types in the human and rat cerebral cortex,” Frontiers in Neural Circuits, vol. 1, article 4, 2007.
- D. Johnston, D. Amaral et al., “Hippocampus,” in Synaptic Organization of the Brain, G. Shepherd, Ed., Oxford University Press, New York, NY, USA, 2004.
- P. Fuentealba, R. Begum, M. Capogna et al., “Ivy cells: a population of nitric-oxide-producing, slow-spiking GABAergic neurons and their involvement in hippocampal network activity,” Neuron, vol. 57, no. 6, pp. 917–929, 2008.
- S. R. Williams and G. J. Stuart, “Dependence of EPSP efficacy on synapse location in neocortical pyramidal neurons,” Science, vol. 295, no. 5561, pp. 1907–1910, 2002.
- P. Somogyi, “A specific “axo-axonal” interneuron in the visual cortex of the rat,” Brain Research, vol. 136, no. 2, pp. 345–350, 1977.
- J. Szabadics, C. Varga, G. Molnár, S. Oláh, P. Barzó, and G. Tamás, “Excitatory effect of GABAergic axo-axonic cells in cortical microcircuits,” Science, vol. 311, no. 5758, pp. 233–235, 2006.
- S. Khirug, J. Yamada, R. Afzalov, J. Voipio, L. Khiroug, and K. Kaila, “GABAergic depolarization of the axon initial segment in cortical principal neurons is caused by the Na-K-2Cl cotransporter NKCC1,” Journal of Neuroscience, vol. 28, no. 18, pp. 4635–4639, 2008.
- A. R. Woodruff, S. A. Anderson, and R Yuste, “The enigmatic function of chandelier cells,” Frontiers in Neuroscience, vol. 4, article 201, 2010.
- L. L. Glickfeld, J. D. Roberts, P. Somogyi, and M. Scanziani, “Interneurons hyperpolarize pyramidal cells along their entire somatodendritic axis,” Nature Neuroscience, vol. 12, no. 1, pp. 21–23, 2009.
- J. R. Geiger, J. Lübke, A. Roth, M. Frotscher, and P. Jonas, “Submillisecond AMPA receptor-mediated signaling at a principal neuron-interneuron synapse,” Neuron, vol. 18, no. 6, pp. 1009–1023, 1997.
- L. Gabernet, S. P. Jadhav, D. E. Feldman, M. Carandini, and M. Scanziani, “Somatosensory integration controlled by dynamic thalamocortical feed-forward inhibition,” Neuron, vol. 48, no. 2, pp. 315–327, 2005.
- W. Hartig, K. Brauer, and G. Bruckner, “Wisteria floribunda agglutinin-labelled nets surround parvalbumin-containing neurons,” NeuroReport, vol. 3, no. 10, pp. 869–872, 1992.
- N. Berardi, T. Pizzorusso, and L. Maffei, “Extracellular matrix and visual cortical plasticity: freeing the synapse,” Neuron, vol. 44, no. 6, pp. 905–908, 2004.
- T. Pizzorusso, P. Medini, N. Berardi, S. Chierzi, J. W. Fawcett, and L. Maffei, “Reactivation of ocular dominance plasticity in the adult visual cortex,” Science, vol. 298, no. 5596, pp. 1248–1251, 2002.
- N. Gogolla, P. Caroni, A. Lüthi, and C. Herry, “Perineuronal nets protect fear memories from erasure,” Science, vol. 325, no. 5945, pp. 1258–1261, 2009.
- I. Bucurenciu, A. Kulik, B. Schwaller, M. Frotscher, and P. Jonas, “Nanodomain coupling between channels and sensors promotes fast and efficient transmitter release at a cortical GABAergic synapse,” Neuron, vol. 57, no. 4, pp. 536–545, 2008.
- A. Tottene, R. Conti, A. Fabbro et al., “Enhanced excitatory transmission at cortical synapses as the basis for facilitated spreading depression in Ca(v)2.1 knockin migraine mice,” Neuron, vol. 61, no. 5, pp. 762–773, 2009.
- J. R. Gibson, M. Belerlein, and B. W. Connors, “Two networks of electrically coupled inhibitory neurons in neocortex,” Nature, vol. 402, no. 6757, pp. 75–79, 1999.
- M. Galarreta and S. Hestrin, “A network of fast-spiking cells in the neocortex connected by electrical synapses,” Nature, vol. 402, no. 6757, pp. 72–75, 1999.
- G. Tamás, E. H. Buhl, A. Lörincz, and P. Somogyi, “Proximally targeted GABAergic synapses and gap junctions synchronize cortical interneurons,” Nature Neuroscience, vol. 3, no. 4, pp. 366–371, 2000.
- B. W. Connors and M. A. Long, “Electrical synapses in the mammalian brain,” Annual Review of Neuroscience, vol. 27, pp. 393–418, 2004.
- S. Hestrin and M. Galarreta, “Electrical synapses define networks of neocortical GABAergic neurons,” Trends in Neurosciences, vol. 28, no. 6, pp. 304–309, 2005.
- G. Tamás, E. H. Buhl, and P. Somogyi, “Massive autaptic self-innervation of GABAergic neurons in cat visual cortex,” Journal of Neuroscience, vol. 17, no. 16, pp. 6352–6364, 1997.
- W. M. Connelly and G. Lees, “Modulation and function of the autaptic connections of layer V fast spiking interneurons in the rat neocortex,” Journal of Physiological, vol. 588, pp. 2047–2063, 2010.
- A. Bacci, J. R. Huguenard, and D. A. Prince, “Functional autaptic neurotransmission in fast-spiking interneurons: a novel form of feedback inhibition in the neocortex,” Journal of Neuroscience, vol. 23, no. 3, pp. 859–866, 2003.
- F. Manseau, S. Marinelli, P. Mendez et al., “Desynchronization of neocortical networks by asynchronous release of GABA at autaptic and synaptic vontacts from fast-spiking interneurons,” PLoS Biology, vol. 28, no. 8, 2010.
- A. Bacci and J. R. Huguenard, “Enhancement of spike-timing precision by autaptic transmission in neocortical inhibitory interneurons,” Neuron, vol. 49, no. 1, pp. 119–130, 2006.
- R. I. Wilson, G. Kunos, and R. A. Nicoll, “Presynaptic specificity of endocannabinoid signaling in the hippocampus,” Neuron, vol. 31, no. 3, pp. 453–462, 2001.
- T. F. Freund, I. Katona, and D. Piomelli, “Role of endogenous cannabinoids in synaptic signaling,” Physiological Reviews, vol. 83, no. 3, pp. 1017–1066, 2003.
- V. Chevaleyre and P. E. Castillo, “Heterosynaptic LTD of hippocampal GABAergic synapses: a novel role of endocannabinoids in regulating excitability,” Neuron, vol. 38, no. 3, pp. 461–472, 2003.
- G. Sanacora, R. Gueorguieva, C. N. Epperson et al., “Subtype-specific alterations of γ-aminobutyric acid and glutamate in patients with major depression,” Archives of General Psychiatry, vol. 61, no. 7, pp. 705–713, 2004.
- P. E. Croarkin, A. J. Levinson, and Z. J. Daskalakis, “Evidence for GABAergic inhibitory deficits in major depressive disorder,” Neuroscience and Biobehavioral Reviews, vol. 35, no. 3, pp. 818–825, 2010.
- G. Sanacora, G. F. Mason, D. L. Rothman et al., “Reduced cortical γ-aminobutyric acid levels in depressed patients determined by proton magnetic resonance spectroscopy,” Archives of General Psychiatry, vol. 56, no. 11, pp. 1043–1047, 1999.
- Y. Ben-Ari and G. L. Holmes, “The multiple facets of γ-aminobutyric acid dysfunction in epilepsy,” Current Opinion in Neurology, vol. 18, no. 2, pp. 141–145, 2005.
- H. T. Chao, H. Chen, R. C. Samaco et al., “Dysfunction in GABA signalling mediates autism-like stereotypies and Rett syndrome phenotypes,” Nature, vol. 468, no. 7321, pp. 263–269, 2010.
- M. O. Cunningham, J. Hunt, S. Middleton et al., “Region-specific reduction in entorhinal gamma oscillations and parvalbumin-immunoreactive neurons in animal models of psychiatric illness,” Journal of Neuroscience, vol. 26, no. 10, pp. 2767–2776, 2006.
- G. P. Reynolds and C. L. Beasley, “GABAergic neuronal subtypes in the human frontal cortex—development and deficits in schizophrenia,” Journal of Chemical Neuroanatomy, vol. 22, no. 1-2, pp. 95–100, 2001.
- K. Nakazawa, V. Zsiros, Z. Jiang et al., “GABAergic interneuron origin of schizophrenia pathophysiology,” Neuropharmacology. In press.
- P. J. Uhlhaas and W. Singer, “Neural synchrony in brain disorders: relevance for cognitive dysfunctions and pathophysiology,” Neuron, vol. 52, no. 1, pp. 155–168, 2006.
- P. J. Uhlhaas and W. Singer, “Abnormal neural oscillations and synchrony in schizophrenia,” Nature Reviews. Neuroscience, vol. 11, no. 2, pp. 100–113, 2010.
- V. Varga, A. Losonczy, B. V. Zemelman et al., “Fast synaptic subcortical control of hippocampal circuits,” Science, vol. 326, no. 5951, pp. 449–453, 2009.
- T. F. Freund, A. I. Gulyas, L. Acsady, T. Gorcs, and K. Toth, “Serotonergic control of the hippocampus via local inhibitory interneurons,” Proceedings of the National Academy of Sciences of the United States of America, vol. 87, no. 21, pp. 8501–8505, 1990.
- C. Földy, S. Y. Lee, J. Szabadics, A. Neu, and I. Soltesz, “Cell type-specific gating of perisomatic inhibition by cholecystokinin,” Nature Neuroscience, vol. 10, no. 9, pp. 1128–1130, 2007.
- M. V. Puig, A. Watakabe, M. Ushimaru, T. Yamamori, and Y. Kawaguchi, “Serotonin modulates fast-spiking interneuron and synchronous activity in the rat prefrontal cortex through 5-HT and 5-HT receptors,” Journal of Neuroscience, vol. 30, no. 6, pp. 2211–2222, 2010.
- L. L. Glickfeld, B. V. Atallah, and M. Scanziani, “Complementary modulation of somatic inhibition by opioids and cannabinoids,” Journal of Neuroscience, vol. 28, no. 8, pp. 1824–1832, 2008.
- W. Hu, M. Zhang, B. Czéh, G. Flügge, and W. Zhang, “Stress impairs GABAergic network function in the hippocampus by activating nongenomic glucocorticoid receptors and affecting the integrity of the parvalbumin-expressing neuronal network,” Neuropsychopharmacology, vol. 35, no. 8, pp. 1693–1707, 2010.
- B. Czeh, M. Simon, M. G. van der Hart, B. Schmelting, M. B. Hesselink, and E. Fuchs, “Chronic stress decreases the number of parvalbumin-immunoreactive interneurons in the hippocampus: prevention by treatment with a substance P receptor (NK1) antagonist,” Neuropsychopharmacology, vol. 30, no. 1, pp. 67–79, 2005.
- T. V. P. Bliss and T. Lomo, “Long-lasting potentiation of synaptic transmission in the dentate area of the anaesthetized rabbit following stimulation of the perforant path,” Journal of Physiology, vol. 232, no. 2, pp. 331–356, 1973.
- T. Ohno-Shosaku, T. Maejima, and M. Kano, “Endogenous cannabinoids mediate retrograde signals from depolarized postsynaptic neurons to presynaptic terminals,” Neuron, vol. 29, no. 3, pp. 729–738, 2001.
- M. Kano, T. Ohno-Shosaku, Y. Hashimotodani, M. Uchigashima, and M. Watanabe, “Endocannabinoid-mediated control of synaptic transmission,” Physiological Reviews, vol. 89, no. 1, pp. 309–380, 2009.
- V. Chevaleyre, K. A. Takahashi, and P. E. Castillo, “Endocannabinoid-mediated synaptic plasticity in the CNS,” Annual Review of Neuroscience, vol. 29, pp. 37–76, 2006.
- I. Llano, N. Leresche, and A. Marty, “Calcium entry increases the sensitivity of cerebellar Purkinje cells to applied GABA and decreases inhibitory synaptic currents,” Neuron, vol. 6, no. 4, pp. 565–574, 1991.
- T. A. Pitler and B. E. Alger, “Postsynaptic spike firing reduces synaptic GABAA responses in hippocampal pyramidal cells,” Journal of Neuroscience, vol. 12, no. 10, pp. 4122–4132, 1992.
- R. I. Wilson and R. A. Nicoll, “Endogenous cannabinoids mediate retrograde signalling at hippocampal synapsess,” Nature, vol. 410, no. 588, p. 592, 2001.
- B. D. Heifets and P. E. Castillo, “Endocannabinoid signaling and long-term synaptic plasticity,” Annual Review of Physiology, vol. 71, pp. 283–306, 2009.
- R. I. Wilson and R. A. Nicoll, “Endocannabinoid signaling in the brain,” Science, vol. 296, no. 5568, pp. 678–682, 2002.
- A. C. Kreitzer and W. G. Regehr, “Retrograde inhibition of presynaptic calcium influx by endogenous cannabinoids at excitatory synapses onto Purkinje cells,” Neuron, vol. 29, no. 3, pp. 717–727, 2001.
- D. Piomelli, “The molecular logic of endocannabinoid signalling,” Nature Reviews. Neuroscience, vol. 4, no. 11, pp. 873–884, 2003.
- N. Stella, P. Schweitzer, and D. Plomelli, “A second endogenous cannabinoid that modulates long-term potentiation,” Nature, vol. 388, no. 6644, pp. 773–778, 1997.
- V. Di Marzo, A. Fontana, H. Cadas et al., “Formation and inactivation of endogenous cannabinoid anandamide in central neurons,” Nature, vol. 372, no. 6507, pp. 686–691, 1994.
- B. D. Heifets, V. Chevaleyre, and P. E. Castillo, “Interneuron activity controls endocannabinoid-mediated presynaptic plasticity through calcineurin,” Proceedings of the National Academy of Sciences of the United States of America, vol. 105, no. 29, pp. 10250–10255, 2008.
- V. Chevaleyre, B. D. Heifets, P. S. Kaeser, T. C. Südhof, D. P. Purpura, and P. E. Castillo, “Endocannabinoid-mediated long-term plasticity requires cAMP/PKA signaling and RIM1α,” Neuron, vol. 54, no. 5, pp. 801–812, 2007.
- T. Harkany, C. Holmgren, W. Härtig et al., “Endocannabinoid-independent retrograde signaling at inhibitory synapses in layer 2/3 of neocortex: involvement of vesicular glutamate transporter 3,” Journal of Neuroscience, vol. 24, no. 21, pp. 4978–4988, 2004.
- Y. Zilberter, “Dendritic release of glutamate suppresses synaptic inhibition of pyramidal neurons in rat neocortex,” Journal of Physiology, vol. 528, no. 3, pp. 489–496, 2000.
- C. D. Holmgren and Y. Zilberter, “Coincident spiking activity induces long-term changes in inhibition of neocortical pyramidal cells,” Journal of Neuroscience, vol. 21, no. 20, pp. 8270–8277, 2001.
- H. Markram, J. Lübke, M. Frotscher, and B. Sakmann, “Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs,” Science, vol. 275, no. 5297, pp. 213–215, 1997.
- J. C. Magee and D. Johnston, “A synaptically controlled, associative signal for Hebbian plasticity in hippocampal neurons,” Science, vol. 275, no. 5297, pp. 209–213, 1997.
- Y. Dan and M. M. Poo, “Spike timing-dependent plasticity: from synapse to perception,” Physiological Reviews, vol. 86, no. 3, pp. 1033–1048, 2006.
- J. T. Lu, C. Y. Li, J. P. Zhao, M. M. Poo, and X. H. Zhang, “Spike-timing-dependent plasticity of neocortical excitatory synapses on inhibitory interneurons depends on target cell type,” Journal of Neuroscience, vol. 27, no. 36, pp. 9711–9720, 2007.
- M. A. Woodin, K. Ganguly, and M. M. Poo, “Coincident pre- and postsynaptic activity modifies GABAergic synapses by postsynaptic changes in Cl-transporter activity,” Neuron, vol. 39, no. 5, pp. 807–820, 2003.
- J. S. Haas, T. Nowotny, and H. D. I. Abarbanel, “Spike-timing-dependent plasticity of inhibitory synapses in the entorhinal cortex,” Journal of Neurophysiology, vol. 96, no. 6, pp. 3305–3313, 2006.
- T. Kurotani, K. Yamada, Y. Yoshimura, M. C. Crair, and Y. Komatsu, “State-dependent bidirectional modification of somatic inhibition in neocortical pyramidal cells,” Neuron, vol. 57, no. 6, pp. 905–916, 2008.
- Y. M. Lu, I. M. Mansuy, E. R. Kandel, and J. Roder, “Calcineurin-mediated LTD of GABAergic inhibition underlies the increased excitability of CA1 neurons associated with LTP,” Neuron, vol. 26, no. 1, pp. 197–205, 2000.
- Y. Komatsu and Y. Yoshimura, “Activity-dependent maintenance of long-term potentiation at visual cortical inhibitory synapses,” Journal of Neuroscience, vol. 20, no. 20, pp. 7539–7546, 2000.
- Y. Komatsu, “GABAB receptors, monoamine receptors, and postsynaptic inositol trisphosphate-induced release are involved in the induction of long-term potentiation at visual cortical inhibitory synapses,” Journal of Neuroscience, vol. 16, no. 20, pp. 6342–6352, 1996.
- C. Patenaude, C. A. Chapman, S. Bertrand, P. Congar, and J. C. Lacaille, “GABAB receptor- and metabotropic glutamate receptor-dependent cooperative long-term potentiation of rat hippocampal GABAA synaptic transmission,” Journal of Physiological, vol. 553, pp. 155–167, 2003.
- A. Losonczy, A. A. Biro, and Z. Nusser, “Persistently active cannabinoid receptors mute a subpopulation of hippocampal interneurons,” Proceedings of the National Academy of Sciences of the United States of America, vol. 101, no. 5, pp. 1362–1367, 2004.
- A. Neu, C. Foldy, and I. Soltesz, “Postsynaptic origin of CB1-dependent tonic inhibition of GABA release at cholecystokinin-positive basket cell to pyramidal cell synapses in the CA1 region of the rat hippocampus,” Journal of Physiology, vol. 578, no. 1, pp. 233–247, 2007.
- J. Lourenço, A. Cannich, M. Carta, F. Coussen, C. Mulle, and G. Marsicano, “Synaptic activation of kainate receptors gates presynaptic CB(1) signaling at GABAergic synapses,” Nature Neuroscience, vol. 13, no. 2, pp. 197–204, 2010.
- C. Földy, A. Neu, M. V. Jones, and I. Soltesz, “Presynaptic, activity-dependent modulation of cannabinoid type 1 receptor-mediated inhibition of GABA release,” Journal of Neuroscience, vol. 26, no. 5, pp. 1465–1469, 2006.
- J. Kang, L. Jiang, S. A. Goldman, and M. Nedergaard, “Astrocyte-mediated potentiation of inhibitory synaptic transmission,” Nature Neuroscience, vol. 1, no. 8, pp. 683–692, 1998.
- A. Maffei, K. Nataraj, S. B. Nelson, and G. G. Turrigiano, “Potentiation of cortical inhibition by visual deprivation,” Nature, vol. 443, no. 7107, pp. 81–84, 2006.
- S. Patz, M. J. Wirth, T. Gorba, O. Klostermann, and P. Wahle, “Neuronal activity and neurotrophic factors regulate GAD-65/67 mRNA and protein expression in organotypic cultures of rat visual cortex,” European Journal of Neuroscience, vol. 18, no. 1, pp. 1–12, 2003.
- M. Gierdalski, B. Jablonska, E. Siucinska, E. Lech, A. Skibinska, and M. Kossut, “Rapid regulation of GAD67 mRNA and protein level in cortical neurons after sensory learning,” Cerebral Cortex, vol. 11, no. 9, pp. 806–815, 2001.
- H. Asada, Y. Kawamura, K. Maruyama et al., “Cleft palate and decreased brain γ-aminobutyric acid in mice lacking the 67-kDa isoform of glutamic acid decarboxylase,” Proceedings of the National Academy of Sciences of the United States of America, vol. 94, no. 12, pp. 6496–6499, 1997.
- B. Chattopadhyaya, G. Di Cristo, C. Z. Wu et al., “GAD67-mediated GABA synthesis and signaling regulate inhibitory synaptic innervation in the visual cortex,” Neuron, vol. 54, no. 6, pp. 889–903, 2007.
- Z. J. Huang, G. Di Cristo, and F. Ango, “Development of GABA innervation in the cerebral and cerebellar cortices,” Nature Reviews. Neuroscience, vol. 8, no. 9, pp. 673–686, 2007.
- D. Doischer, J. A. Hosp, Y. Yanagawa et al., “Postnatal differentiation of basket cells from slow to fast signaling devices,” Journal of Neuroscience, vol. 28, no. 48, pp. 12956–12968, 2008.
- P. Jonas, J. Bischofberger, D. Fricker, and R. Miles, “Interneuron diversity series: fast in, fast out—temporal and spatial signal processing in hippocampal interneurons,” Trends in Neurosciences, vol. 27, no. 1, pp. 30–40, 2004.
- L. L. Glickfeld and M. Scanziani, “Distinct timing in the activity of cannabinoid-sensitive and cannabinoid-insensitive basket cells,” Nature Neuroscience, vol. 9, no. 6, pp. 807–815, 2006.
- P. Li, U. Rudolph, and M. M. Huntsman, “Long-term sensory deprivation selectively rearranges functional inhibitory circuits in mouse barrel cortex,” Proceedings of the National Academy of Sciences of the United States of America, vol. 106, no. 29, pp. 12156–12161, 2009.
- K. D. Micheva and C. Beaulieu, “An anatomical substrate for experience-dependent plasticity of the rat barrel field cortex,” Proceedings of the National Academy of Sciences of the United States of America, vol. 92, no. 25, pp. 11834–11838, 1995.
- Y. Jiao, C. Zhang, Y. Yanagawa, and Q. Q. Sun, “Major effects of sensory experiences on the neocortical inhibitory circuits,” Journal of Neuroscience, vol. 26, no. 34, pp. 8691–8701, 2006.
- A. B. Ali, “Presynaptic inhibition of GABAA receptor-mediated unitary IPSPs by cannabinoid receptors at synapses between CCK-positive interneurons in rat hippocampus,” Journal of Neurophysiology, vol. 98, no. 2, pp. 861–869, 2007.
- D. Robbe, S. M. Montgomery, A. Thome, P. E. Rueda-Orozco, B. L. McNaughton, and G. Buzsaki, “Cannabinoids reveal importance of spike timing coordination in hippocampal function,” Nature Neuroscience, vol. 9, no. 12, pp. 1526–1533, 2006.
- N. Hajos, I. Katona, S. S. Naiem et al., “Cannabinoids inhibit hippocampal GABAergic transmission and network oscillations,” European Journal of Neuroscience, vol. 12, no. 9, pp. 3239–3249, 2000.
- M. Galarreta, F. Erdélyi, G. Szabó, and S. Hestrin, “Cannabinoid sensitivity and synaptic properties of 2 GABAergic networks in the neocortex,” Cerebral Cortex, vol. 18, no. 10, pp. 2296–2305, 2008.
- F. Lemtiri-Chlieh and E. S. Levine, “Lack of Depolarization-induced Suppression of Inhibition (DSI) in layer 2/3 interneurons that receive cannabinoid-sensitive inhibitory inputs,” Journal of Neurophysiology, vol. 98, no. 5, pp. 2517–2524, 2007.
- A. L. Bodor, I. Katona, G. Nyiri et al., “Endocannabinoid signaling in rat somatosensory cortex: laminar differences and involvement of specific interneuron types,” Journal of Neuroscience, vol. 25, no. 29, pp. 6845–6856, 2005.
- D. A. Fortin and E. S. Levine, “Differential effects of endocannabinoids on glutamatergic and GABAergic inputs to layer 5 pyramidal neurons,” Cerebral Cortex, vol. 17, no. 1, pp. 163–174, 2007.
- C. Kapfer, L. L. Glickfeld, B. V. Atallah, and M. Scanziani, “Supralinear increase of recurrent inhibition during sparse activity in the somatosensory cortex,” Nature Neuroscience, vol. 10, no. 6, pp. 743–753, 2007.
- T. K. Berger, R. Perin, G. Silberberg, and H. Markram, “Frequency-dependent disynaptic inhibition in the pyramidal network: a ubiquitous pathway in the developing rat neocortex,” Journal of Physiology, vol. 587, no. 22, pp. 5411–5425, 2009.
- G. Silberberg and H. Markram, “Disynaptic inhibition between neocortical pyramidal cells mediated by Martinotti cells,” Neuron, vol. 53, no. 5, pp. 735–746, 2007.
- M. Murayama, E. Pérez-Garci, T. Nevian, T. Bock, W. Senn, and M. E. Larkum, “Dendritic encoding of sensory stimuli controlled by deep cortical interneurons,” Nature, vol. 457, no. 7233, pp. 1137–1141, 2009.
- P. J. Sjöström and M. Häusser, “A cooperative switch determines the sign of synaptic plasticity in distal dendrites of neocortical pyramidal neurons,” Neuron, vol. 51, no. 2, pp. 227–238, 2006.
Copyright © 2011 Pablo Méndez and Alberto Bacci. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.