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Logo of nihpaAbout Author manuscriptsSubmit a manuscriptHHS Public Access; Author Manuscript; Accepted for publication in peer reviewed journal;
 
J Neurosci. Author manuscript; available in PMC 2010 April 21.
Published in final edited form as:
PMCID: PMC2809712
NIHMSID: NIHMS159471

Endocannabinoid-Dependent Homeostatic Regulation of Inhibitory Synapses by Miniature Excitatory Synaptic Activities

Abstract

Homeostatic regulation of synaptic strength in response to persistent changes of neuronal activity plays an important role in maintaining the overall level of circuit activity within a normal range. Absence of miniature excitatory postsynaptic currents (mEPSCs) for a few hours is known to cause up-regulation of excitatory synaptic strength, suggesting that mEPSCs contribute to the maintenance of excitatory synaptic functions. In the present study, we found that the absence of mEPSCs for 1–3 hr also resulted in homeostatic suppression of presynaptic functions of inhibitory synapses in acute cortical slices from juvenile rats, as suggested by the reduced frequency (but not amplitude) of miniature inhibitory postsynaptic currents (mIPSCs) as well as the reduced amplitude of IPSCs. This homeostatic regulation depended on endocannabinoid (eCB) signaling, because blockade of either the activation of cannabinoid type-1 receptors (CB1Rs) or the synthesis of its endogenous ligand 2-arachidonoylglycerol (2-AG) abolished the suppression of inhibitory synapses caused by the absence of mEPSCs. Blockade of group I metabotropic glutamate receptors (mGluR-I) also abolished the suppression of inhibitory synapses, consistent with the mGluR-I requirement for eCB synthesis and release in cortical synapses. Furthermore, this homeostatic regulation also required eukaryotic elongation factor-2 (eEF2)-dependent protein synthesis, but not gene transcription. Activation of eEF2 alone was sufficient to suppress the mIPSC frequency, an effect abolished by inhibiting CB1Rs. Thus, mEPSCs contribute to the maintenance of inhibitory synaptic function and the absence of mEPSCs results in presynaptic suppression of inhibitory synapses via protein synthesis-dependent elevation of eCB signaling.

Keywords: mEPSCs, inhibitory synapse, homeostatic plasticity, endocannabinoids, protein synthesis, eukaryotic elongation factor-2

Introduction

Homeostatic regulation of synaptic strength in response to perturbation of neuronal activity plays an important role in the stabilization of neural circuit functions. Chronic blockade of action potentials (APs) for 1–2 d in neuronal cultures induced a variety of homeostatic responses, including enhanced intrinsic neuronal excitability (Marder and Prinz, 2003; Zhang and Linden, 2003), increased presynaptic glutamate secretion (Murthy et al., 2001; Burrone et al., 2002; Thiagarajan et al., 2005; Wierenga et al., 2006), elevated postsynaptic glutamate receptors (O'Brien et al., 1998; Turrigiano et al., 1998), and reduced postsynaptic GABAA receptors (Kilman et al., 2002). These neuronal and synaptic changes help to restore the circuit activity back to the normal range.

In addition to AP-associated activities, miniature excitatory synaptic activities also contribute to homeostatic regulation of excitatory synapses. Sutton et al. (2006) found that mEPSCs suppressed dendritic protein synthesis in hippocampal neurons, and the absence of mEPSCs for 1–3 hr led to a protein synthesis-dependent increase in the density of postsynaptic AMPA receptors (AMPARs). However, more recent studies showed that 4-hr blockade of APs resulted in homeostatic scaling of excitatory synapses in cortical neurons through a mechanism involving gene transcription, whereas selectively blocking a subset of excitatory synapses did not induce scaling of blocked synapses (Ibata et al., 2008). Thus, whether synaptic activities (including miniature events) are relevant for homeostatic regulation of synaptic efficacy remains to be clarified.

Most previous studies of homeostatic synaptic regulation were performed in cultures of dissociated neurons. More recent studies have begun to address similar regulation in acute and cultured brain slices (Sutton et al., 2006; Aoto et al., 2008; Kim and Tsien, 2008; Seeburg and Sheng, 2008). Moreover, the effects of manipulating sensory activities in vivo on homeostatic synaptic regulation have been examined in the primary visual cortex (Desai et al., 2002; Maffei et al., 2004; Maffei et al., 2006; Maffei and Turrigiano, 2008). In the present study, we have examined the role of miniature synaptic currents (mEPSCs and mIPSCs) in homeostatic regulation of excitatory or inhibitory synapses in acute rat cortical slices. We discovered a novel form of “heterosynaptic” homeostatic regulation – the absence of mEPSCs for 1–3 hr led to presynaptic suppression of inhibitory synapses, as suggested by the reduction in the mIPSC frequency. This homeostatic regulation between miniature excitatory and inhibitory synaptic activities is asymmetric, because the absence or elevation of the mIPSCs for 1–3 hr had no effect on mEPSCs. Further studies showed that the reduction of the mIPSC frequency resulting from the absence of mEPSCs required the activation of endocannabinoid (eCB) signaling, in a manner that depended on both mGluR-I activation and protein synthesis but not on gene transcription. These results demonstrate the importance of miniature excitatory synaptic events in maintaining the efficacy of inhibitory synapses, and suggest a mechanism for homeostatic interaction between excitatory and inhibitory synapses over a period of a few hours.

Materials and Methods

Slice Preparation

Sprague-Dawley rats (postnatal days 12–15) were anaesthetized with sodium pentobarbital (Nembutal, Abott, 50 mg/kg, i.p.). After decapitation, the brain was dissected rapidly and placed in ice-cold oxygenated artificial cerebrospinal fluid (aCSF) containing (in mM): 125 NaCl, 3 KCl, 2 CaCl2, 2 MgSO4, 1.25 NaH2PO4, 1.3 Na+-ascorbate, 0.6 Na+-pyruvate, 26 NaHCO3, and 10 glucose (at pH 7.4). Coronal section of primary auditory cortex (A1) was made with a vibratome (Vibratome, St. Louis, MO), and slices (350 µm thick) were maintained in an incubation chamber with oxygenated aCSF for at least 1 hr and then treated with different drugs (e.g. CNQX, d-AP5 and tetrodotoxin) for 1–3 hr at 32 °C before being transferred to the recording chamber. The care and use of rats followed the Animal Use Guideline of Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences.

Recording of miniature postsynaptic currents

The treated slices were washed with continuous perfusion of oxygenated aCSF in the recording chamber for 5 min before recording. Whole-cell voltage-clamp recording was made from layer II/III pyramidal cells in A1 with an Axopatch-700B amplifier (Molecular Devices, Union City, CA), under an Olympus microscope (BX51WI) equipped with an infrared video camera and differential interference contrast optics. Miniature inhibitory postsynaptic currents (mIPSCs) were recorded at −75 mV in the presence of tetrodotoxin (TTX, 3 µM) and CNQX (10 µM) in aCSF, while spontaneous inhibitory postsynaptic currents (sIPSCs) were recorded in the presence of CNQX (10 µM) and d-AP5 (50 µM). The recording pipette was filled with an internal solution containing (in mM): 25 K+-gluconate, 140 KCl, 10 HEPES, 0.3 EGTA, 4 MgATP, 0.3 Na2GTP and 10 Na2+-phosphocreatine (at pH 7.3, 320–340 mOsm), and the pipette resistance was in the range of 1.4 – 2.2 MΩ. Decreasing intracellular Cl concentration to 30 mM caused no change in the response to the treatment with aCSF solution containing 3 µM TTX, 10 µM CNQX, and 50 µM d-AP5 (short for “TCA” solution) for 1 or 3 hr (Supplementary Fig. S1). Miniature excitatory postsynaptic currents (mEPSCs) were recorded at −75 mV in the presence of TTX (3 µM) and bicuculline (20 µM) in aCSF, and the recording pipette was filled with an internal solution containing (in mM): 135 K+-gluconate, 15 KCl, 10 HEPES, 0.3 EGTA, 4 MgATP, 0.3 Na2GTP, and 10 Na2+-phosphocreatine (at pH 7.3, 290–300 mOsm), and the pipette resistance was in the range of 2–3 MΩ. Synaptic currents were filtered at 1 kHz (low-pass), digitized (Digidata 1322A, Molecular Devices), and acquired by the pClamp software (Molecular Devices) with a computer. From each slice, 3–5 cells were obtained during a 1-hr recording period. Criteria for accepting the recorded data: resting membrane potential (Vm) of at least −60 mV, series resistance (Rs) < 15 MΩ, input resistance (Rin) ≥ 100 MΩ, and less than 20% change in these parameters in the course of recording. For mIPSC recording (in control experiments), Rin = 174.7 ± 2.3 MΩ, Rs = 8.5 ± 0.1 MΩ, and whole-cell capacitance of 117.6 ± 0.9 pF (n = 344); for mEPSC recording (in control experiments), average Rin = 186.7 ± 3.9 MΩ, Rs = 11.6 ± 0.1 MΩ, and whole-cell capacitance of 122.9 ± 1.5 pF (n = 124). We did not observe any significant change in the intrinsic neuronal properties induced by pharmacological treatment over the period of 1–3 hr. All recording experiments were done at 30–32 °C. MiniAnalysis and in-house software were used for the analysis of the frequency, amplitude and kinetics of mIPSCs, sIPSCs and mEPSCs.

Recording of evoked unitary IPSCs

Dual whole-cell recordings were made from an interneuron (in the current-clamp mode) and its targeted pyramidal cell (PC, in the voltage-clamp mode) in layer 2/3 of the rat auditory cortical slices. The recording condition and procedure were the same as that described above for recording of mIPSCs except that the low concentration of Cl was used in the internal solution in order to achieve stable paired whole-cell recording (for up to 1 hr). The internal solution contained (in mM) 120 K+-gluconate, 30 KCl, 10 HEPES, 0.3 EGTA, 4 MgATP, 0.3 Na2GTP and 10 Na2+-phosphocreatine (at pH 7.3, 290–300 mOsm), and the pipette resistance was in the range of 2–4 MΩ. Interneurons were identified visually in slices, and their subtype identity was further characterized electrophysiologically by their firing behaviors as described previously (Lu et al., 2007). The cannabinoid sensitivity of recorded interneurons was determined by the existence of the postsynaptic Depolarization-induced Suppression of Inhibition (DSI), which is mediated by retrograde eCB signaling (Ohno-Shosaku et al., 2001; Wilson and Nicoll, 2001). The DSI was examined by measuring IPSCs (at 0.4 Hz) before and after voltage-clamping the postsynaptic pyramidal cell at 0 mV for 5 s. This protocol was repeated at least three times. Those presynaptic interneurons exhibiting DSI were regarded as CB1R-positive neurons. To assay the properties of short-term plasticity and the coefficient of variation (CV) of unitary IPSCs, a train of 5 pulses at 20 Hz was applied to the presynaptic interneuron and repeated with 20-s intervals. The amplitudes of the first IPSC elicited by the train were used for determining CV. Transmission failures were identified visually and were included in the calculation of the mean IPSCs and CV of unitary IPSCs as events with the amplitude of 0 pA.

Data analysis

Data were presented as mean ± s.e.m. unless stated otherwise, t test and Kolmogorov-Smirnov test were used for between-group comparisons. A total of 170 rats were used in the present study, and the data for each treatment condition were collected from slices obtained from at least 3 rats.

Source of materials

Anisomycin, rapamycin and URB532 were purchased from Calbiochem (San Diego, CA), TTX was from Institute of Hydrobiology (Wuhan, China), Actinomycin D was from Amresco (Solon, OH), JZL184 was from Cayman chemical (Ann Arbor, MI) and CNQX, d-AP5 and AM251 were from Tocris (Ellisville, MO). All other chemicals were from Sigma (St. Louis, MO).

Results

Absence of mEPSCs leads to reduction of mIPSC frequency

To investigate the role of miniature excitatory synaptic events on homeostatic regulation of excitatory and inhibitory synapses, we performed whole-cell recordings on layer 2/3 pyramidal cells in acute slices of the primary auditory cortex obtained from juvenile rats (P12–P15). In the presence of TTX (3 µM), mEPSCs and mIPSCs were recorded by additional application of bicuculline (20 µM) and CNQX (10 µM), respectively. We found that 1- or 3-hr incubation of the slices with the NMDA receptor (NMDAR) antagonist d-AP5 (50 µM) and TTX (3 µM), which blocked NMDAR-mediated component of mEPSCs, led to an elevated amplitude and frequency of mEPSCs (Supplementary Fig. S2). These results agree in part with those found in hippocampal neurons after similar blockade of excitatory synaptic activities for a few hours (Sutton et al., 2006, see Discussion).

To further examine the role of mEPSCs in homeostatic regulation of inhibitory synapses, we incubated the slices for 1–3 hr with a solution containing the TTX (3 µM), CNQX (10 µM), and d-AP5 (50 µM), a treatment hereafter referred to as “TCA”. We found that this treatment resulted in a reduction of the frequency but not the amplitude of mIPSCs (Fig. 1A, C). In contrast, mIPSCs were not affected in slices treated with TTX alone for 3 hr (Fig. 1B, C) or with aCSF for up to 5 hr (Fig. 1C, see Materials and Methods), indicating that blockade of APs and AP-evoked synaptic events was not sufficient to induce the suppression of the mIPSC frequency. Comparison with the results of TCA treatment indicates that the absence of mEPSCs over 1–3 hr was responsible for the reduction of the mIPSC frequency.

Figure 1
Effects of blocking mEPSCs and APs on mIPSCs

Although blocking APs for 3 hr did not induce the suppression of the mIPSC frequency, APs and associated synaptic events may still contribute in part to the maintenance of normal inhibitory synaptic activity. This is suggested by the finding that in the absence of TTX, the effect of CNQX (10 µM) and d-AP5 (50 µM) in suppressing mIPSC frequency exhibited a slower time course, detectable only after 3-hr treatment (Fig. 1C). Furthermore, we found that 3-hr treatment with TTX (3 µM) together with either CNQX (10 µM) or d-AP5 (50 µM) alone led to a similar but partial suppression of the mIPSC frequency (Supplementary Fig. S3), indicating that the absence of either the AMPAR- or NMDAR-component of mEPSCs is sufficient to cause the suppression of the mIPSC frequency. Taken together, these results suggest that mEPSC activity is involved in regulating inhibitory synaptic activity.

To investigate whether the absence of mEPSCs also induces suppression of inhibitory synapses in other brain regions, we examined the effects of blocking mEPSCs on inhibitory synapses onto pyramidal cells in layer 2/3 of primary visual cortical slices and in the CA1 area of the hippocampal slices. We found that 3-hr treatment with TTX (3 µM) and CNQX (10 µM) resulted in a significant reduction in the frequency but not the amplitude of mIPSCs in the visual cortex, similar to that described above for the auditory cortex. However, the same treatment had no significant effect on mIPSCs in the CA1 hippocampal pyramidal cells (Supplementary Fig. S4). Thus, the suppression of inhibitory synapses induced by the absence of mEPSCs appeared to be cortex-specific phenomenon.

Alteration of mIPSC activity has no effect on mEPSCs

If changes in mEPSCs contribute to homeostatic regulation of mIPSCs, does alteration of mIPSCs also induce changes in mEPSCs? We further examined the existence of such reciprocal regulation in acute cortical slices. We found that treatment with bicuculline (20 µM) or diazepam (5 µM), which inhibits or enhances GABAA receptor activity, for 3 hr in the presence of TTX (3 µM) did not result in any significant change in either the frequency or the amplitude of mEPSCs (Fig. 2), suggesting that alteration of mIPSCs has no effect on mEPSCs. However, in the absence of TTX, treatment with bicuculline (for 1 or 3 hr) led to a significant reduction in the amplitude but not the frequency of mEPSCs (Fig. 2C), whereas treatment with diazepam (for 1 or 3 hr) increased the frequency but not the amplitude of mEPSCs (Fig. 2C). These bicuculline and diazepam effects (in the absence of TTX) may be attributed to the alteration of overall circuit activities (including both APs and synaptic activities) due to the removal and enhancement of inhibition, respectively. Thus, we did not find any direct reciprocal regulation of mEPSCs due to alteration in mIPSCs for 1–3 hr, although changes in the inhibitory activity could result in homeostatic regulation of excitatory synapses indirectly via alteration of the global circuit activity. Finally, we noted that blocking APs with TTX alone for 1–4 hr had no effect on mEPSCs (Fig. 2C), again indicating the importance of miniature excitatory synaptic activities in homeostatic regulation over a period of a few hours.

Figure 2
Effects of blocking or enhancing mIPSCs on mEPSCs

Suppression of mIPSCs requires eCB signaling

The reduction in the frequency but not the amplitude of mIPSCs due to the absence of mEPSCs suggests presynaptic suppression of GABA release. Endocannabinoids (eCBs) are lipid molecules known to mediate short-term retrograde suppression of inhibitory synapses caused by postsynaptic depolarization (Ohno-Shosaku et al., 2001; Wilson and Nicoll, 2001). Furthermore, eCBs selectively reduced the frequency but not the amplitude of mIPSCs in cerebellar Purkinje cells as well as hippocampal and neocortical pyramidal cells, via retrograde activation of cannabinoid type 1 receptors (CB1Rs) on presynaptic nerve terminals (Schlicker and Kathmann, 2001; Wilson and Nicoll, 2001; Trettel and Levine, 2002; Diana and Marty, 2003; Freund et al., 2003). Thus, we examined whether eCB signaling also mediates the persistent reduction of the mIPSC frequency induced by the absence of mEPSCs. As shown in Figures 3A, we found that the presence of the selective CB1R antagonist AM251 (5 µM) prevented the reduction of the mIPSC frequency induced by 1- or 3-hr treatment with TCA. Furthermore, activation of CB1R appears to be required only for inducing but not for maintaining the suppression of mIPSCs, because we found that after 1-hr TCA treatment, further blockade of CB1R with one additional hour of AM251 treatment (in the presence of TCA) did not affect the suppressed mIPSCs (Fig. 3C). That the AM251 treatment alone had no effect on mIPSCs may be attributed to the on-demand synthesis and release of eCBs (Piomelli, 2003). In all above experiments, no change in the mIPSC amplitude was observed (Fig. 3D & Supplementary Fig. S5). Thus, CB1R activation is responsible for the initiation but not the maintenance of the homeostatic suppression of inhibitory synapses, similar to its requirement for long-term depression (LTD) of inhibitory synapses on hippocampal CA1 pyramidal cells (Chevaleyre and Castillo, 2003), and excitatory synapses on cortical pyramidal cells (Sjostrom et al., 2003) and striatal medium spiny cells (Ronesi et al., 2004).

Figure 3
The eCB signaling is required for the reduction of mIPSC frequency

Several endogenous ligands for CB1Rs in the brain have been identified (Piomelli, 2003). We have examined the potential involvement of the two best characterized eCBs, N-arachidonoylethanolamide (AEA) and 2-arachidonoylglycerol (2-AG) (Chevaleyre et al., 2006), in the homeostatic suppression of mIPSCs resulting from the absence of mEPSCs. Reducing 2-AG synthesis by bath application of the diacylglycerol lipase inhibitor RHC80267 (30 µM) or lipase inhibitor tetrahydrolipstatin (THL, 5 µM) during the 1–3 hr TCA treatment completely prevented the reduction of the mIPSC frequency (Fig. 3A). Furthermore, elevating the 2-AG level by inhibiting its hydrolysis with monoacylglycerol lipase (MAGL) inhibitor JZL184 (80 nM) facilitated the reduction of mIPSC frequency during TCA treatment, whereas elevating the AEA level by inhibiting its hydrolysis with fatty acid amide hydrolases 1 (FAAH1) inhibitor URB532 (10 µM) had no effect on TCA-induced mIPSC suppression (Fig. 3A). In separate experiments, we found that treatment with RHC80267, THL, JZL184 or URB532 for 1 or 3 hr all had no effect on the frequency of mIPSCs (Fig. 3B). In all of the above experiments, the mean mIPSC amplitude was not affected (Supplementary Fig. S5). Thus, we identified 2-AG rather than AEA as the eCB responsible for mediating the homeostatic suppression of mIPSCs in these cortical neurons.

Previous studies have shown that activation of mGluR-I is sufficient to trigger eCB release (Varma et al., 2001; Ohno-Shosaku et al., 2002; Ohno-Shosaku et al., 2003; Fukudome et al., 2004). Furthermore, the enzyme for 2-AG synthesis, DAGL-alpha, is anchored together with mGluR-I into a macromolecular complex via the coiled-coil (CC)-Homer proteins (Jung et al., 2007; Katona and Freund, 2008). We found that the presence of the mGluR-I antagonist (+)α-methyl–4-carboxyphenylglycine (MCPG, 250 µM) indeed prevented the reduction of the mIPSC frequency under 1–3 hr TCA treatment (Fig. 4), whereas treatment with MCPG alone for the same duration had no effect. Thus, mGluR-I activation is required for the eCB-dependent homeostatic regulation of cortical inhibitory synapses.

Figure 4
Activation of mGluR-I is required for the reduction of mIPSC frequency

Suppression of AP-evoked IPSCs also requires CB1R activation

Besides mIPSCs, we have also examined homeostatic suppression of spontaneous IPSCs (sIPSCs), which consist of both mIPSCs and AP-evoked IPSCs. We found that treatment with CNQX (10 µM) and d-AP5 (50 µM) for 3 hr resulted in a significant reduction in both the mean frequency and amplitude of sIPSCs (Fig. 5C, D), in addition to the suppression of the mean mIPSC frequency (Fig. 5A, B). Relative to their respective control values, the extent of reduction of the sIPSC frequency (46%) was higher than that of mIPSC frequency (37%), suggesting that the IPSC frequency must also be reduced. This implicates the reduction of AP generation and/or the transmitter release probability in presynaptic inhibitory nerve terminals. Meanwhile, since the mIPSC amplitude was not affected, the reduction in the mean sIPSC amplitude must be attributed to the decreased amplitude (or the “quantal content”) of IPSCs. Moreover, the presence of the selective CB1R antagonist AM251 completely abolished the changes in both sIPSCs and mIPSCs resulting from the 3-hr treatment with CNQX and d-AP5 (Fig. 5B, D), suggesting similar mechanisms underlying the suppression of mIPSCs and IPSCs.

Figure 5
Absence of mEPSCs results in CB1R-dependent reduction of both frequency and amplitude of sIPSCs

We further examined the reduction of IPSCs by performing paired recording from an interneuron and its target PC in layer 2/3 of the A1. Since CB1Rs are selectively expressed in a subgroup of interneurons (Piomelli, 2003; Freund and Katona, 2007), we mainly focused on two distinct classes of layer 2/3 neocortical interneurons, fast spiking (FS) and low threshold-spiking (LTS) cells, which are CB1R-negative and -positive interneurons, respectively (Bacci et al., 2003; Lu et al., 2007). In the present study, we first identified FS and LTS cells in layer 2/3 of A1 using criteria described previously (Lu et al., 2007, see Supplementary Fig. S6), and then examined whether depolarization-induced suppression of inhibition (DSI, see Materials and Methods), which is known to depend on presynaptic CB1Rs, could be induced at FS-PC and LTS-PC synapses. As shown by example cases in Figure 6, 5-s depolarization (to 0 mV) induced no change in IPSCs in FS-PC synapses (Fig. 6A), but transient reduction of IPSC amplitude in LTS-PC synapses (Fig. 6D). Based on the membrane and spiking properties as well as neuronal morphology under IR-DIC optics, most of FS and LTS cells resembled the previous morphologically-defined multipolar cells and bitufted cells, respectively (Reyes et al., 1998; Koester and Johnston, 2005). We further found that those inhibitory synapses exhibiting no DSI, mostly made by the FS cell, showed no significant difference in the short-term plasticity (as tested by a train of 5 pulses at 20 Hz), the mean amplitude and the coefficient of variation (CV) of the first IPSCs between CNQX/d-AP5-treated (for 3 hr) slices and control untreated slices (Fig. 6B, C). These results suggested that the treatment did not alter either pre- or postsynaptic properties at these inhibitory synapses originated from DSI-negative interneurons. In contrast, for LTS-PC synapses exhibiting DSI, presumably possessing presynaptic CB1Rs, we found that the CNQX/d-AP5 treatment to slices (for 3 hr) converted the short-term depression to the facilitation and resulted in an increased CV of the first IPSC (Fig. 6E), suggesting a reduction of presynaptic release probability. As a result, a significant reduction of the mean IPSC amplitude of LTS-PC (DSI-positive) synapses was observed in CNQX/d-AP5 treated slices (p = 0.04, compared to control slices, Kolmogorov-Smirnov test; Fig. 6F). In parallel, there was also an increase of the transmission failures rate of these GABAergic synapses in CNQX/ d-AP5 treated slices (69 ± 9%, n = 6; s.e.m., compared to 41 ± 8% in control slices; n = 5). Taken together, these results support the notion that blockade of excitatory synaptic transmission induces homeostatic suppression of a subset of inhibitory synapses that are sensitive to eCB signaling, leading to down-regulation of presynaptic transmitter release efficacy in these inhibitory neurons.

Figure 6
Changes of short-term plasticity, CV and the mean IPSC amplitude in DSI-negative and DSI-positive interneurons

Homeostatic suppression of mIPSCs requires protein synthesis

The finding that three types of treatment (TCA, TTX/d-AP5, and TTX/CNQX) for 3 hr all induced similar CB1R-dependent reduction of the frequency but not the amplitude of mIPSCs (Fig. 1C & Supplementary Fig. S3) suggests similar underlying mechanisms. Sutton et al. (2004; 2006) found that blockade of the AMPAR- and/or NMDAR-component of mEPSCs in cultured hippocampal neurons induced a rapid activation of protein synthesis, which in turn caused a up-scaling of AMPAR-mediated mEPSCs. In this study, we found that protein synthesis inhibitor anisomycin (30 µM) or cycloheximide (60 µM) completely abolished the reduction of the mIPSC frequency induced by the 1- or 3-hr TCA treatment (Fig. 7A), whereas treatment with either anisomycin or cycloheximide alone for the same duration had no effect (Fig. 7A, B). Furthermore, 1–3 hr treatment with the transcriptional inhibitor actinomycin D (25 µM), which by itself had no effect on mIPSCs, did not prevent the reduction of the mIPSC frequency caused by the TCA treatment (Fig. 7A, B). Taken together, these results indicate that protein synthesis (but not gene transcription) is required for the reduction of the mIPSC frequency induced by the absence of mEPSCs.

Figure 7
Protein synthesis is required for the reduction of mIPSC frequency

Homeostatic suppression of mIPSCs requires eEF2 activation

The activity of eukaryotic elongation factor-2 (eEF2), which contributes to protein synthesis, is bi-directionally regulated through its phosphorylation by changes in the mEPSC activity (Sutton et al., 2007). However, it remains unclear whether such changes in eEF2 activity are directly linked to homeostatic regulation of inhibitory synapses induced by the absence of mEPSCs. To investigate the involvement of eEF2, we used rapamycin to inhibit the mTOR (mammalian target of rapamycin) pathway, which induces eEF2 phosphorylation and inactivation (Proud, 2006). As shown in Figure 8A, co-treatment with rapamycin (250 nM) completely abolished the reduction of the mIPSC frequency induced by the TCA treatment (for 1 or 3 hr). Interestingly, the rapamycin treatment alone caused a gradual increase in the mIPSC frequency, presumably through the suppression of the basal eEF2 activity. Moreover, treatment with either NH125 (10 µM) or rottlerin (5 µM), which de-phosphorylates and activates eEF2 (Gschwendt et al., 1994; Arora et al., 2003), mimicked the TCA effect in reducing the mIPSC frequency and this effect was completely abolished by the CB1R antagonist AM251 (5 µM, Fig. 8B & Supplementary Fig. 7). That the effects of TCA and NH125 are mediated by the same mechanism is further supported by the following occlusion experiments. First, treatment with TCA and NH125 together for 1 hr caused the same extent of reduction in the mIPSC frequency as that caused by TCA or NH125 alone for 1 hr (Fig. 8C). Second, after 1-hr TCA treatment, further NH125 treatment alone for 1 hr did not cause additional reduction of the mIPSC frequency (Fig. 8C). Thus, eEF2-dependent protein synthesis is required and sufficient for initiating the CB1R-mediated signaling that suppresses inhibitory synapses.

Figure 8
The eEF2-dependent protein synthesis is essential for CB1R-dependent reduction of mIPSC frequency

Discussion

Miniature excitatory synaptic activity may contribute to the maintenance of normal structure and function of excitatory synapses. It is involved in maintaining the density and morphology of dendritic spines in cultured CA1 pyramidal cells (McKinney et al., 1999) and required for normal postsynaptic glutamate receptor clustering at Drosophila neuromuscular junctions (Saitoe et al., 2001). At hippocampal synapses, Sutton et al. (2004, 2006) found that blocking NMDAR-mediated mEPSCs (in the presence of TTX) for a few hours induced a protein synthesis-dependent elevation of the postsynaptic AMPA receptor density. In the present study, we found that the absence of mEPSCs for 1–3 hr also resulted in the suppression of inhibitory synapses, as shown by the reduction in the mean frequency of mIPSCs and the mean amplitude of AP-evoked IPSCs. In contrast, altering the mIPSC activity for 1–3 hr did not affect mEPSCs. Furthermore, the absence of mEPSCs triggered an eEF2-dependent protein synthesis, which in turn results in the retrograde eCB signaling and presynaptic suppression of GABAergic inputs. Our results underscore the physiological importance of miniature excitatory synaptic events in the maintenance of synaptic functions and delineate a cellular mechanism by which alteration in excitatory synaptic activity may regulate the efficacy of inhibitory synapses.

Homeostatic pre- vs. postsynaptic modifications

Homeostatic synaptic scaling may involve both pre- and postsynaptic changes (Turrigiano, 2007; Turrigiano, 2008). For excitatory synapses, chronic activity blockade (for 1–2 d) in cultured neurons causes an increase of both postsynaptic AMPAR density and presynaptic transmitter release (Turrigiano et al., 1998; Murthy et al., 2001; Burrone et al., 2002; Thiagarajan et al., 2005; Wierenga et al., 2005). Relatively short-term absence of mEPSCs or blockade of APs in cultured neurons (for a few hours) was shown to increase postsynaptic AMPAR density (Sutton et al., 2006; Ibata et al., 2008). Our results further demonstrate that the absence of mEPSCs for 1–3 hr caused an increase in both the amplitude and frequency of mEPSCs in cortical pyramidal cells (Supplementary Fig. S2), suggesting increased presynaptic transmitter release in addition to AMPAR density. Differential involvement of pre- and postsynaptic sites found in different studies may be attributed to differences in the experimental treatment, the preparation (slice vs. dissociated cells), the extent of synapse maturation, and the synapse type under investigation. The latter is nicely illustrated by a recent study in organotypic hippocampal cultures, where 2-d TTX treatment resulted in differential homeostatic pre- and post-synaptic changes in three sets of excitatory hippocampal synapses: Dentate-to-CA3 and CA3-to-CA1 synapses were up-regulated by increasing the frequency and amplitude of mEPSCs, respectively, while CA3-to-CA3 synapses were down-regulated by reducing the mEPSC frequency (Kim and Tsien, 2008). Thus, excitatory synapses in the feed-forward and recurrent circuits may exhibit distinct forms of homeostatic synaptic regulation.

Chronic activity blockade in cultured cortical neurons is also known to cause homeostatic down-regulation of inhibitory synapses by reducing the postsynaptic GABAA receptors and presynaptic GAD65 expression (Kilman et al., 2002). This study showed a reduction of the mIPSC amplitude, but did not report changes in the mIPSC frequency, as might be expected if presynaptic regulation had occurred. In the present study, we have identified the signaling pathway that links the reduction of mEPSC activity to the homeostatic suppression of presynaptic GABA release, as reflected by the reduction of both mIPSC frequency and the IPSC amplitude. Thus, both pre- and postsynaptic properties of inhibitory synapses are under homeostatic regulation. While only inhibitory synapses on PCs were examined here, those inhibitory synapses on inhibitory neurons may also be regulated, perhaps in a manner opposite to those on excitatory neurons in order to achieve homeostasis of the circuit activity. This remains to be further studied.

Activity-dependent eCB signaling in homeostatic regulation

Endocannabinoids (eCBs) are synthesized in neuron on demand (Piomelli, 2003) and serve as transient retrograde synaptic modulators. Postsynaptic synthesis of eCBs and their presynaptic suppressive actions account for depolarization-induced short-term depression (Kreitzer and Regehr, 2001b, a; Maejima et al., 2001; Ohno-Shosaku et al., 2001; Wilson and Nicoll, 2001) and activity-dependent LTD (Gerdeman et al., 2002; Robbe et al., 2002; Chevaleyre and Castillo, 2003; Sjostrom et al., 2003; Safo and Regehr, 2005; Yin et al., 2006; Adermark and Lovinger, 2009) of both excitatory and inhibitory synapses. The present study revealed another function of the eCB signaling – homeostatic presynaptic regulation of inhibitory synapses in response to alteration of excitatory synaptic activities. The rapidity of its synthesis and release at the synapse and its localized retrograde actions (Wilson and Nicoll, 2001; Brown et al., 2003; Chevaleyre and Castillo, 2004; Chevaleyre et al., 2006) make eCBs ideal regulation for spatially and temporally specific homeostatic modifications. Part of the specificity of eCB actions may arise from the region- and cell type-specific distribution of CB1Rs (Piomelli, 2003). For example, CB1Rs densely cover cholecystokinin (CCK)-positive interneuronal axon terminals but are completely absent from parvalbumin (PV)-containing cells and most other cortical and hippocampal interneurons (Freund and Katona, 2007). Given different input and output characteristics of CCK- and PV-positive interneurons (Glickfeld and Scanziani, 2006; Freund and Katona, 2007) and our results on paired recording from FS-PC and LTS-PC synapses (Fig. 6), CB1R-dependent homeostatic suppression of inhibitory synapses is likely to be pathway-specific.

The mechanisms responsible for triggering eCB release appear to be similar in both short- and long-term suppression of excitatory and inhibitory synapses – involving postsynaptic Ca2+ elevation and/or activation of mGluR-I (Chevaleyre et al., 2006). Although we found that mGluR activation is required in the eCB-dependent homeostatic regulation of cortical inhibitory synapses, the link between the absence of mEPSC activity and eCB signaling remains to be fully clarified. The enhanced spontaneous glutamate release due to the 1–3 hr TCA treatment, as reflected by the increased frequency and amplitude of mEPSCs, may elevate mGluR-I activation, which in turn triggers the increase of eEF2-dependent protein synthesis underlying the CB1R-dependent suppression of inhibitory synapses.

Role of eEF2 in homeostatic regulation

Eukaryotic elongation factor-2 (eEF2) plays an essential role in the regulation of protein synthesis (Jorgensen et al., 2006), and can be phosphorylated (inactivated) selectively by Ca2+/calmodulin-dependent protein kinase III (CaMKIII) (Ryazanov et al., 1988; Redpath et al., 1993). Previous study has shown that eEF2 can act as a biochemical sensor that is tuned to the ongoing level of mEPSC activities in hippocampal neurons (Sutton et al., 2007). Here we showed that phosphorylation (and inactivation) of eEF2 with rapamycin blocked the suppression of inhibitory synapses induced by the absence of mEPSCs. Furthermore, rapamycin treatment alone induced an increase in the mIPSC frequency, and de-phosphorylation (and activation) of eEF2 with NH125 or rottlerin reduced the mIPSC frequency. Notably, the NH125 effect could be abolished by blocking CB1Rs and occluded by prior TCA treatment, suggesting that the effects due to the absence of mEPSCs and the activation of eEF2 are mediated by similar mechanisms. Through modification of the status of its phosphorylation, eEF2 may mediate the effect of mEPSC activity via bi-directionally modulating presynaptic properties of inhibitory synapses.

Local protein synthesis at the synaptic site is important in activity-dependent synaptic plasticity (Steward and Schuman, 2001). Such protein synthesis occurs in dendrites (Sutton et al., 2004, 2006, 2007), and in developing as well as mature axons (Beaumont et al., 2001; Zhang and Poo, 2002). Recently, Yin et al. (2006) showed that eCB-dependent LTD in the striatum and in the CA1 region of the hippocampus requires pre- and postsynaptic protein synthesis, respectively. Whether the eEF2-dependent protein synthesis relevant for the present homeostatic suppression occurs in the presynaptic and/or postsynaptic neuron remains to be investigated.

Physiological implications

In the present study, we have shown a novel function of mEPSCs – heterosynaptic maintenance of the presynaptic function of inhibitory synapses. When the mEPSC activity is silenced, both miniature and AP-evoked inhibitory synaptic activities become down-regulated in a manner opposite to that of the excitatory synapses, thus helping to restore the excitation-inhibition balance and the overall activity level of the circuit. The heterosynaptic regulation shown here may also contribute to the developmental or experience-dependent refinement of neural connections. As excitatory inputs become strengthened or weakened, homeostatic changes in the efficacy of co-innervating inhibitory synapses may occur in order to achieve the coordinated refinement of excitatory and inhibitory inputs converging onto the same neuron, as observed in the developing Xenopus visual system (Tao and Poo, 2005).

Induction of LTP and LTD of excitatory synapses may result in presynaptic modulation of the efficacy of transmitter release, in addition to postsynaptic changes in receptor density, leading to changes in mEPSCs. Hebbian modifications of individual excitatory synapses associated with LTP/LTD may be erased by homeostatic synaptic scaling that occurs locally (Ju et al., 2004; Thiagarajan et al., 2005; Sutton et al., 2006; Hou et al., 2008). To resolve this “paradox”, Rabinowitch and Segev (2008) proposed that heterosynaptic scaling of adjacent excitatory synapses of the same polarity helps to preserve the relative changes in synaptic strength associated with LTP/LTD. Heterosynaptic scaling of adjacent inhibitory synapses of the opposite polarity described here will also serve the same function in preserving Hebbian modifications of excitatory synapses in the face of local homeostatic plasticity.

Supplementary Material

Supp1

Supplementary Figure S1 Suppression of mIPSC frequency does not depend on different intracellular Cl concentrations A, B, Average value of mIPSC frequency (A) and amplitude (B) for the different intracellular Cl concentrations as indicated. The reduction in mIPSC frequency induced by the TCA treatment showed no significant difference between corresponding data sets for 30 and 140 mM at 0, 1 and 3 hr, respectively, although the mean amplitudes of mIPSCs were ~5 fold different (30 mM: n = 13, 11, 14, 140 mM: n = 12, 16, 20, for 0, 1 and 3 hr, respectively). Data significantly different from that at 0 hr of the same Cl concentration are marked by asterisks (“*”, p < 0.05 and “***”, p < 0.001, t test, relative to controls).

Supplementary Figure S2. Absence of NMDAR-mediated mEPSCs causes an increase in both the frequency and the amplitude of mEPSCs A, B, The average mEPSC frequency (A) and amplitude (B) observed after 1- or 3-hr absence of NMDAR-mediated mEPSCs. Neurons were untreated (controls, t = 0 hr, n = 23), or treated with TTX and d-AP5 for 1 hr (n = 12) and 3 hr (n = 18). Error bars = SEM. Data significantly different from the controls are marked by asterisks (“*”, p < 0.05 and “**”, p < 0.01, t test, relative to controls).

Supplementary Figure S3. Absence of either AMPAR- or NMDAR-mediated mEPSCs induces a CB1R-dependent reduction in the mIPSC frequency A, Neurons were untreated (“0 hr”), or treated with TTX and CNQX, in the absence or presence of AM251. The data points represent average (± SEM) value of mIPSC frequency (left) and amplitude (right). Reduction of mIPSC frequency could be induced by TTX/CNQX treatment for 3hr and blocked by inactivation of CB1Rs. Data significantly different from controls (at “0 hr”) are marked by asterisks (“*”, p < 0.05 and “**”, p < 0.01, t test; TTX/CNQX: n = 21, 6, 14; TTX/CNQX/AM251: n = 15, 8, 12, for 0, 1, and 3 hr, respectively). B, Similar as in A, except that instead of AMPAR-mediated mEPSCs. NMDAR-mediated mEPSCs were blocked by d-AP5 (in the presence of TTX). TTX/ d-AP5 treatment also induced a CB1R activation-dependent reduction of mIPSC frequency (TTX/ d-AP5: n = 20, 19, 19, TTX/ d-AP5/AM251: n = 15, 7, 10, for 0, 1 and 3 hr, respectively).

Supplementary Figure S4. Absence of mEPSCs had differential effects on mIPSCs in different brain regions A, Average values of mIPSC frequency, normalized by those obtained from control slices (treated with aCSF). Treatment with TTX and CNQX caused similar reduction of the mIPSC frequency in Layer 2/3 pyramidal neurons of primary visual cortex as that observed in primary auditory cortex, but had no effect on mIPSCs in hippocampal CA1 pyramidal neurons. The data shown with unfilled bars are the same data set as in Figure 1. Error bars = SEM (“*”, p < 0.05; “**”, p < 0.01, t test, relative to controls). B, Similar to that in A, except the bars depict the mean mIPSC amplitude. In all these experiments, the mean mIPSC amplitude did not change significantly.

Supplementary Figure S5. The amplitude of mIPSCs was not affected by various drug treatments A, Average values of mIPSC amplitude, normalized by those obtained from control slices (treated with aCSF). Treatment with AM251, RHC80267, THL, JZL184 or URB532 for 1 or 3 hr in the presence of TCA had no effect on mIPSC amplitude. The data shown with unfilled bars are the same data set as in Figure 1C. B, Similar to that in A, treatment with AM251, RHC80267, THL, JZL184 or URB532 alone had no effect on mIPSC amplitude.

Supplementary Figure S6. Firing patterns of recorded presynaptic interneruons in A1 Traces depict the action potential pattern of individual DSI-negative (A) and -positive (B) layer 2/3 interneurons shown in Fig. 6. The action potentials are elicited by the injection of depolarizing currents (with the duration of 400 ms, at various magnitudes) to the soma of recorded interneurons (in the current-clamp mode). Ctrl: control slices; CNQX+AP5: the CNQX/d-AP5 treated slices. “n”: number identity of recorded cell pairs. Note that, in B, pair #3–5 in the Ctrl group, or pair #3–4 and pair #5–6 in the CNQX/d-AP5 group possessed same presynaptic interneuron, but postsynaptic PCs are different. Scales: 40 mV, 80 ms.

Supplementary Figure S7. Activation of eEF2-dependent protein synthesis by rottlerin caused a CB1R-dependent suppression of mIPSC frequency A, Average values of mIPSC frequency (left) and amplitude (right), normalized by those obtained from control slices treated with aCSF. The treatment with rottlerin resulted in a time-dependent reduction of mIPSC frequency. Blocking CB1Rs by AM251 completely abolished the rottlerin effect. In all experiments, no change was observed in the average mIPSC amplitude. Error bars = SEM (“*”, p < 0.05, t test, relative to controls).

Acknowledgments

This work was supported by a grant from the National Basic Research Program of China (2006CB806600). M-m P. was supported in part by US NIH.

References

  • Adermark L, Lovinger DM. Frequency-dependent inversion of net striatal output by endocannabinoid-dependent plasticity at different synaptic inputs. J Neurosci. 2009;29:1375–1380. [PMC free article] [PubMed]
  • Aoto J, Nam CI, Poon MM, Ting P, Chen L. Synaptic signaling by all-trans retinoic acid in homeostatic synaptic plasticity. Neuron. 2008;60:308–320. [PMC free article] [PubMed]
  • Arora S, Yang JM, Kinzy TG, Utsumi R, Okamoto T, Kitayama T, Ortiz PA, Hait WN. Identification and characterization of an inhibitor of eukaryotic elongation factor 2 kinase against human cancer cell lines. Cancer Res. 2003;63:6894–6899. [PubMed]
  • Bacci A, Huguenard JR, Prince DA. Long-lasting self-inhibition of neocortical interneurons mediated by endocannabinoids. Nature. 2004;431:312–316. [PubMed]
  • Beaumont V, Zhong N, Fletcher R, Froemke RC, Zucker RS. Phosphorylation and local presynaptic protein synthesis in calcium- and calcineurin-dependent induction of crayfish long-term facilitation. Neuron. 2001;32:489–501. [PubMed]
  • Brown SP, Brenowitz SD, Regehr WG. Brief presynaptic bursts evoke synapse-specific retrograde inhibition mediated by endogenous cannabinoids. Nat Neurosci. 2003;6:1048–1057. [PubMed]
  • Burrone J, O'Byrne M, Murthy VN. Multiple forms of synaptic plasticity triggered by selective suppression of activity in individual neurons. Nature. 2002;420:414–418. [PubMed]
  • Chevaleyre V, Castillo PE. Heterosynaptic LTD of hippocampal GABAergic synapses: a novel role of endocannabinoids in regulating excitability. Neuron. 2003;38:461–472. [PubMed]
  • Chevaleyre V, Castillo PE. Endocannabinoid-mediated metaplasticity in the hippocampus. Neuron. 2004;43:871–881. [PubMed]
  • Chevaleyre V, Takahashi KA, Castillo PE. Endocannabinoid-mediated synaptic plasticity in the CNS. Annu Rev Neurosci. 2006;29:37–76. [PubMed]
  • Desai NS, Cudmore RH, Nelson SB, Turrigiano GG. Critical periods for experience-dependent synaptic scaling in visual cortex. Nat Neurosci. 2002;5:783–789. [PubMed]
  • Diana MA, Marty A. Characterization of depolarization-induced suppression of inhibition using paired interneuron--Purkinje cell recordings. J Neurosci. 2003;23:5906–5918. [PubMed]
  • Freund TF, Katona I. Perisomatic inhibition. Neuron. 2007;56:33–42. [PubMed]
  • Freund TF, Katona I, Piomelli D. Role of endogenous cannabinoids in synaptic signaling. Physiol Rev. 2003;83:1017–1066. [PubMed]
  • Fukudome Y, Ohno-Shosaku T, Matsui M, Omori Y, Fukaya M, Tsubokawa H, Taketo MM, Watanabe M, Manabe T, Kano M. Two distinct classes of muscarinic action on hippocampal inhibitory synapses: M2-mediated direct suppression and M1/M3-mediated indirect suppression through endocannabinoid signalling. Eur J Neurosci. 2004;19:2682–2692. [PubMed]
  • Gerdeman GL, Ronesi J, Lovinger DM. Postsynaptic endocannabinoid release is critical to long-term depression in the striatum. Nat Neurosci. 2002;5:446–451. [PubMed]
  • Glickfeld LL, Scanziani M. Distinct timing in the activity of cannabinoid-sensitive and cannabinoid-insensitive basket cells. Nat Neurosci. 2006;9:807–815. [PubMed]
  • Gschwendt M, Kittstein W, Marks F. Elongation factor-2 kinase: effective inhibition by the novel protein kinase inhibitor rottlerin and relative insensitivity towards staurosporine. FEBS Lett. 1994;338:85–88. [PubMed]
  • Hou Q, Zhang D, Jarzylo L, Huganir RL, Man HY. Homeostatic regulation of AMPA receptor expression at single hippocampal synapses. Proc Natl Acad Sci U S A. 2008;105:775–780. [PubMed]
  • Ibata K, Sun Q, Turrigiano GG. Rapid synaptic scaling induced by changes in postsynaptic firing. Neuron. 2008;57:819–826. [PubMed]
  • Jorgensen R, Merrill AR, Andersen GR. The life and death of translation elongation factor 2. Biochem Soc Trans. 2006;34:1–6. [PubMed]
  • Ju W, Morishita W, Tsui J, Gaietta G, Deerinck TJ, Adams SR, Garner CC, Tsien RY, Ellisman MH, Malenka RC. Activity-dependent regulation of dendritic synthesis and trafficking of AMPA receptors. Nat Neurosci. 2004;7:244–253. [PubMed]
  • Jung KM, Astarita G, Zhu C, Wallace M, Mackie K, Piomelli D. A key role for diacylglycerol lipase-alpha in metabotropic glutamate receptor-dependent endocannabinoid mobilization. Mol Pharmacol. 2007;72:612–621. [PubMed]
  • Katona I, Freund TF. Endocannabinoid signaling as a synaptic circuit breaker in neurological disease. Nat Med. 2008;14:923–930. [PubMed]
  • Kilman V, van Rossum MC, Turrigiano GG. Activity deprivation reduces miniature IPSC amplitude by decreasing the number of postsynaptic GABA(A) receptors clustered at neocortical synapses. J Neurosci. 2002;22:1328–1337. [PubMed]
  • Kim J, Tsien RW. Synapse-specific adaptations to inactivity in hippocampal circuits achieve homeostatic gain control while dampening network reverberation. Neuron. 2008;58:925–937. [PMC free article] [PubMed]
  • Koester HJ, Johnston D. Target cell-dependent normalization of transmitter release at neocortical synapses. Science. 2005;308:863–866. [PubMed]
  • Kreitzer AC, Regehr WG. Retrograde inhibition of presynaptic calcium influx by endogenous cannabinoids at excitatory synapses onto Purkinje cells. Neuron. 2001a;29:717–727. [PubMed]
  • Kreitzer AC, Regehr WG. Cerebellar depolarization-induced suppression of inhibition is mediated by endogenous cannabinoids. J Neurosci. 2001b;21:RC174. [PubMed]
  • Lu JT, Li CY, Zhao JP, Poo MM, Zhang XH. Spike-timing-dependent plasticity of neocortical excitatory synapses on inhibitory interneurons depends on target cell type. J Neurosci. 2007;27:9711–9720. [PubMed]
  • Maejima T, Hashimoto K, Yoshida T, Aiba A, Kano M. Presynaptic inhibition caused by retrograde signal from metabotropic glutamate to cannabinoid receptors. Neuron. 2001;31:463–475. [PubMed]
  • Maffei A, Turrigiano GG. Multiple modes of network homeostasis in visual cortical layer 2/3. J Neurosci. 2008;28:4377–4384. [PMC free article] [PubMed]
  • Maffei A, Nelson SB, Turrigiano GG. Selective reconfiguration of layer 4 visual cortical circuitry by visual deprivation. Nat Neurosci. 2004;7:1353–1359. [PubMed]
  • Maffei A, Nataraj K, Nelson SB, Turrigiano GG. Potentiation of cortical inhibition by visual deprivation. Nature. 2006;443:81–84. [PubMed]
  • Marder E, Prinz AA. Current compensation in neuronal homeostasis. Neuron. 2003;37:2–4. [PubMed]
  • McKinney RA, Capogna M, Durr R, Gahwiler BH, Thompson SM. Miniature synaptic events maintain dendritic spines via AMPA receptor activation. Nat Neurosci. 1999;2:44–49. [PubMed]
  • Murthy VN, Schikorski T, Stevens CF, Zhu Y. Inactivity produces increases in neurotransmitter release and synapse size. Neuron. 2001;32:673–682. [PubMed]
  • O'Brien RJ, Kamboj S, Ehlers MD, Rosen KR, Fischbach GD, Huganir RL. Activity-dependent modulation of synaptic AMPA receptor accumulation. Neuron. 1998;21:1067–1078. [PubMed]
  • Ohno-Shosaku T, Maejima T, Kano M. Endogenous cannabinoids mediate retrograde signals from depolarized postsynaptic neurons to presynaptic terminals. Neuron. 2001;29:729–738. [PubMed]
  • Ohno-Shosaku T, Shosaku J, Tsubokawa H, Kano M. Cooperative endocannabinoid production by neuronal depolarization and group I metabotropic glutamate receptor activation. Eur J Neurosci. 2002;15:953–961. [PubMed]
  • Ohno-Shosaku T, Matsui M, Fukudome Y, Shosaku J, Tsubokawa H, Taketo MM, Manabe T, Kano M. Postsynaptic M1 and M3 receptors are responsible for the muscarinic enhancement of retrograde endocannabinoid signalling in the hippocampus. Eur J Neurosci. 2003;18:109–116. [PubMed]
  • Piomelli D. The molecular logic of endocannabinoid signalling. Nat Rev Neurosci. 2003;4:873–884. [PubMed]
  • Proud CG. Regulation of protein synthesis by insulin. Biochem Soc Trans. 2006;34:213–216. [PubMed]
  • Rabinowitch I, Segev I. Two opposing plasticity mechanisms pulling a single synapse. Trends Neurosci. 2008;31:377–383. [PubMed]
  • Redpath NT, Price NT, Severinov KV, Proud CG. Regulation of elongation factor-2 by multisite phosphorylation. Eur J Biochem. 1993;213:689–699. [PubMed]
  • Reyes A, Lujan R, Rozov A, Burnashev N, Somogyi P, Sakmann B. Target-cell-specific facilitation and depression in neocortical circuits. Nat Neurosci. 1998;1:279–285. [PubMed]
  • Robbe D, Kopf M, Remaury A, Bockaert J, Manzoni OJ. Endogenous cannabinoids mediate long-term synaptic depression in the nucleus accumbens. Proc Natl Acad Sci U S A. 2002;99:8384–8388. [PubMed]
  • Ronesi J, Gerdeman GL, Lovinger DM. Disruption of endocannabinoid release and striatal long-term depression by postsynaptic blockade of endocannabinoid membrane transport. J Neurosci. 2004;24:1673–1679. [PubMed]
  • Ryazanov AG, Shestakova EA, Natapov PG. Phosphorylation of elongation factor 2 by EF-2 kinase affects rate of translation. Nature. 1988;334:170–173. [PubMed]
  • Safo PK, Regehr WG. Endocannabinoids control the induction of cerebellar LTD. Neuron. 2005;48:647–659. [PubMed]
  • Saitoe M, Schwarz TL, Umbach JA, Gundersen CB, Kidokoro Y. Absence of junctional glutamate receptor clusters in Drosophila mutants lacking spontaneous transmitter release. Science. 2001;293:514–517. [PubMed]
  • Schlicker E, Kathmann M. Modulation of transmitter release via presynaptic cannabinoid receptors. Trends Pharmacol Sci. 2001;22:565–572. [PubMed]
  • Seeburg DP, Sheng M. Activity-induced Polo-like kinase 2 is required for homeostatic plasticity of hippocampal neurons during epileptiform activity. J Neurosci. 2008;28:6583–6591. [PubMed]
  • Sjostrom PJ, Turrigiano GG, Nelson SB. Neocortical LTD via coincident activation of presynaptic NMDA and cannabinoid receptors. Neuron. 2003;39:641–654. [PubMed]
  • Steward O, Schuman EM. Protein synthesis at synaptic sites on dendrites. Annu Rev Neurosci. 2001;24:299–325. [PubMed]
  • Sutton MA, Taylor AM, Ito HT, Pham A, Schuman EM. Postsynaptic decoding of neural activity: eEF2 as a biochemical sensor coupling miniature synaptic transmission to local protein synthesis. Neuron. 2007;55:648–661. [PubMed]
  • Sutton MA, Ito HT, Cressy P, Kempf C, Woo JC, Schuman EM. Miniature neurotransmission stabilizes synaptic function via tonic suppression of local dendritic protein synthesis. Cell. 2006;125:785–799. [PubMed]
  • Sutton MA, Wall NR, Aakalu GN, Schuman EM. Regulation of dendritic protein synthesis by miniature synaptic events. Science. 2004;304:1979–1983. [PubMed]
  • Tao HW, Poo MM. Activity-dependent matching of excitatory and inhibitory inputs during refinement of visual receptive fields. Neuron. 2005;45:829–836. [PubMed]
  • Thiagarajan TC, Lindskog M, Tsien RW. Adaptation to synaptic inactivity in hippocampal neurons. Neuron. 2005;47:725–737. [PubMed]
  • Trettel J, Levine ES. Cannabinoids depress inhibitory synaptic inputs received by layer 2/3 pyramidal neurons of the neocortex. J Neurophysiol. 2002;88:534–539. [PubMed]
  • Turrigiano G. Homeostatic signaling: the positive side of negative feedback. Curr Opin Neurobiol. 2007;17:318–324. [PubMed]
  • Turrigiano GG. The self-tuning neuron: synaptic scaling of excitatory synapses. Cell. 2008;135:422–435. [PMC free article] [PubMed]
  • Turrigiano GG, Leslie KR, Desai NS, Rutherford LC, Nelson SB. Activity-dependent scaling of quantal amplitude in neocortical neurons. Nature. 1998;391:892–896. [PubMed]
  • Varma N, Carlson GC, Ledent C, Alger BE. Metabotropic glutamate receptors drive the endocannabinoid system in hippocampus. J Neurosci. 2001;21:RC188. [PubMed]
  • Wierenga CJ, Ibata K, Turrigiano GG. Postsynaptic expression of homeostatic plasticity at neocortical synapses. J Neurosci. 2005;25:2895–2905. [PubMed]
  • Wierenga CJ, Walsh MF, Turrigiano GG. Temporal regulation of the expression locus of homeostatic plasticity. J Neurophysiol. 2006;96:2127–2133. [PubMed]
  • Wilson RI, Nicoll RA. Endogenous cannabinoids mediate retrograde signalling at hippocampal synapses. Nature. 2001;410:588–592. [PubMed]
  • Yin HH, Davis MI, Ronesi JA, Lovinger DM. The role of protein synthesis in striatal long-term depression. J Neurosci. 2006;26:11811–11820. [PubMed]
  • Zhang W, Linden DJ. The other side of the engram: experience-driven changes in neuronal intrinsic excitability. Nat Rev Neurosci. 2003;4:885–900. [PubMed]
  • Zhang X, Poo MM. Localized synaptic potentiation by BDNF requires local protein synthesis in the developing axon. Neuron. 2002;36:675–688. [PubMed]