Abstract
Paradoxical seizure exacerbation by anti-epileptic medication is a well-known clinical phenomenon in epilepsy, but the cellular mechanisms remain unclear. One possibility is enhanced network disinhibition by unintended suppression of inhibitory interneurons. We investigated this hypothesis in the stargazer mouse model of absence epilepsy, which bears a mutation in stargazin, an AMPA receptor trafficking protein. If AMPA signaling onto inhibitory GABAergic neurons is impaired, their activation by glutamate depends critically upon NMDA receptors. Indeed, we find that stargazer seizures are exacerbated by NMDA receptor blockade with CPP (3-[(R)-2-carboxypiperazin-4-yl]-prop-2-enyl-1-phosphonic acid) and MK-801, whereas other genetic absence epilepsy models are sensitive to these antagonists. To determine how an AMPA receptor trafficking defect could lead to paradoxical network activation, we analyzed stargazin and AMPA receptor localization and found that stargazin is detected exclusively in parvalbumin-positive (PV +) fast-spiking interneurons in somatosensory cortex, where it is co-expressed with the AMPA receptor subunit GluA4. PV + cortical interneurons in stargazer show a near twofold decrease in the dendrite:soma GluA4 expression ratio compared to wild-type (WT) littermates. We explored the functional consequence of this trafficking defect on network excitability in neocortical slices. Both NMDA receptor antagonists suppressed 0 Mg 2 +-induced network discharges in WT but augmented bursting in stargazer cortex. Interneurons mediate this paradoxical response, since the difference between genotypes was masked by GABA receptor blockade. Our findings provide a cellular locus for AMPA receptor-dependent signaling defects in stargazer cortex and define an interneuron-dependent mechanism for paradoxical seizure exacerbation in absence epilepsy.
Keywords: absence epilepsy, stargazin, parvalbumin, cortical interneurons, GluA4, disinhibition
INTRODUCTION
The ability of an anti-epileptic drug (AED) to aggravate seizures is an unwelcome clinical problem affecting a small percentage of individuals with epilepsy (Gayatri and Livingston, 2006). However, due to the underlying heterogeneity of human seizure disorders, no common predictive biomarker or mechanism linked to this malignant form of pharmacoresistance has been identified. Paradoxical seizure enhancement by drugs that ordinarily reduce membrane depolarization or excitatory synaptic transmission suggests an innate difference in intrinsic cellular excitability or functional connectivity mediating the aberrant neuronal synchronization. One possibility, a pre-existing defect in the strength of inhibitory interneurons, may offer a specific mechanism for this idiosyncratic response. For example, phenytoin aggravates myoclonic seizures in a severe form of infantile epilepsy, Dravet syndrome, arising from mutation of Scn1a (Guerrini, 2012). Recent analysis of haploinsufficient Scn1a mouse mutants found a decreased density of inward sodium current that preferentially impaired high frequency discharges in interneurons (Yu et al., 2006; Ogiwara et al., 2007; Dutton et al., 2012). Further depression of their excitability by sodium channel blocking drugs such as phenytoin could synaptically disinhibit pyramidal cells, despite phenytoin’s simultaneous membrane suppressant effects on them. This example of malignant disinhibition arising from an inherently weakened interneuron population identifies a general mechanism for seizure exacerbation by otherwise potent anti-convulsant drugs.
In absence epilepsy, aggravation of seizures with anti-epileptic medication in some individuals is also well-described (Chaves and Sander, 2005; Thomas et al., 2006). In particular, GABAergic agents such as clonazepam, tiagabine, and vigabatrin that effectively terminate convulsive seizures typically provoke or prolong cortical spike-wave seizure patterns. An increase in tonic inhibition has been proposed (Crunelli et al., 2011) to explain the effects of these agents on thalamocortical oscillations in genetic models of epilepsy; however, the exact mechanism of seizure exacerbation with other anti-epileptic drugs lacking this property, such as lamotrigine, levetiracetam, and carbamazepine, is unknown (Nakken et al., 2003; Gayatri and Livingston, 2006). We identified a glutamate-related paradoxical response in the stargazer mouse model of absence epilepsy, where seizures are markedly exacerbated by 3-[(R)-2-carboxypiperazin-4-yl]-prop-2-enyl-1-phosphonic acid (CPP), a competitive NMDA receptor antagonist (Nahm and Noebels, 1998), which has also been noted to aggravate seizures in some patients with epilepsy (Sveinbjornsdottir et al., 1993). The stargazer phenotype of absence seizures and ataxia arises from mutation of Cacng2, which encodes the protein stargazin (Letts et al., 1998; Kato et al., 2010). Despite its gene symbol, this protein functions as a transmembrane AMPA receptor regulatory protein (TARP) critical for AMPA subunit clustering at synaptic and extrasynaptic sites in cerebellar granule cells (Chen et al., 2000). Although this explains the ataxic phenotype, the AMPA receptor trafficking deficit should also affect the thalamocortical loop implicated in the generation of absence seizures (Pinault, 2003; Meeren et al., 2005; Beenhakker and Huguenard, 2009). Each limb of the thalamocortical network is regulated locally through inhibitory GABAergic neurons in the neocortex and the nucleus of the reticular thalamus (RTN). A reduction of functional AMPA receptor current has been identified in stargazer RTN neurons (Menuz and Nicoll, 2008; Barad et al., 2012), and recently, a deficit in AMPA receptor expression has been reported in stargazer cortical interneurons in vitro (Tao et al., 2013). However, the exact cellular localization of stargazin in cortical interneuronal subpopulations and its contribution to AMPA receptor trafficking, cortical network excitability and the phenomenon of paradoxical AED response have not been explored.
Here we interrogated the cortical node of the thalamocortical loop, and demonstrate that in mouse somatosensory cortex, stargazin is exclusively expressed in PV+ cells, and that lack of functional stargazin reduces dendritic GluA4 trafficking in these interneurons. We also find that NMDA receptors play a key role in limiting abnormal cortical synchronization in stargazer mice, since both competitive and non-competitive antagonists lead to paradoxical seizure exacerbation in vivo. Interestingly, the response is specific to this gene mutation, since analogous seizures in tottering mice were appropriately blocked by NMDA receptor blockade. In vitro, we determined that cellular hyperexcitability differences unmasked by NMDA receptor blockade in Mg2+ deficient solution are abolished by GABA receptor blockade, isolating the stargazer cortical network excitability defect to interneurons.
MATERIALS AND METHODS
MICE
Experiments used adult homozygous stargazer mutants on a C57BL6/J background (stg/stg) and their wild-type (WT) littermate controls (+/+). To selectively label PV+ cells in WTmice in vivo, we used a PV-Cre Ai9 (stop-floxed tdTomato) transgenic mouse line (Jackson Laboratory Stock #008069 and #007909). These mice have a >90% C57BL6/J background, with minimal contribution from the 129P3/J strain after four generations of cross-breeding, ultimately expressing Cre recombinase from the endogenous parvalbumin (Pvalb) locus (Madisen et al., 2010). However, due to the tight linkage of the stg and Pvalb loci on chromosome 15, we were unable to create a transgenic stg mutant expressing a Pvalb-driven reporter. Genotypes were confirmed by PCR of tail DNA with the following primers: GAGCAAGCAGGTTTCAGGC, TACTTCATCCGCCATCCTTC, and TGGCTTTCACTGTCTGTTGC, which produce a WT (360 bp) and mutant (155 bp) band (Burgess et al., 1997). All animal research was performed in accordance with Baylor College of Medicine Institutional Animal Care and Use Committee (IACUC) guidelines and regulations.
IN VIVO VIDEO-EEG MONITORING
Mice were anesthetized by Avertin and surgically implanted with bilateral silver wire electrodes (0.005″ diameter) inserted into the subdural space over the parietal cortex bilaterally through cranial burr holes and attached to a microminiature connector cemented to the skull. Mice were allowed to recover for at least 48 h before analysis. EEG and behavioral activity in freely moving mice were analyzed using simultaneous video-EEG monitoring (Harmonie software version 6.1c, Stellate Systems). All EEG signals were filtered using a 0.3 Hz high-pass filter, 70 Hz low-pass filter, and 60 Hz notch filter. All in vivo experiments were initiated between 12 and 1 pm to prevent confounding diurnal variation. Mice were allowed to acclimate to the recording environment for 30 min, and video-EEG was then collected for a 30 min baseline sampling period, followed by intraperitoneal drug injection with either MK-801 (Sigma) or phosphate-buffered saline (PBS) and monitored for 3 h. Seizure activity, defined by spike and wave discharges with an amplitude greater than or equal to 2× baseline voltage with a corresponding video-recorded behavioral arrest, was quantified by visual inspection. Total seconds of seizure activity, independent of seizure frequency or duration, were counted and divided by the baseline seizure duration at 30 min epochs to create a ratio relative to the 30 min baseline sampling period. Statistical differences were tested using a repeated measures ANOVA with Bonferroni post-tests to compare groups over time (Prism 5, version 5.0d, GraphPad, CA, USA). Statistical significance was set at p < 0.05.
IMMUNOCYTOCHEMISTRY
Adult, 6–7-week-old mice of either sex were anesthetized with isoflurane and perfused with PBS followed by 4% paraformaldehyde (PFA). Brains were extracted and post-fixed in PFA for 1 h, then soaked in 30% sucrose in PBS at 4°C overnight. Primary antibodies used for immunohistochemistry included: mouse anti-parvalbumin (Sigma, 1:1000 dilution) for co-labeling with rabbit anti-GluA4 (Millipore, 3 mg/ml); mouse anti-stargazin (Neuromab, 1:10 dilution) for co-labeling with rabbit anti-parvalbumin (Novus Biologicals), and rabbit anti-GluA4 as above. Secondary antibodies for immunofluorescence included: Alexa Fluor 488 F(ab′)2 fragment of goat anti-mouse IgG (H+L) 2 mg/ml and Alexa Fluor 555 F(ab′)2 fragment of goat anti-rabbit IgG (H+L) 2 mg/ml; both at 1:1000 dilution. The fixed brain was embedded in optimal cutting temperature (OCT) medium, mounted in a Cryostat and cut in 30 μm coronal sections. Slides were thawed at room temperature for 30 min, washed three times in PBS, blocked for 1 h in a 10% bovine serum albumin (BSA) and 0.3% Triton blocking solution in PBS, and then washed three times in blocking solution and incubated overnight at room temperature with primary antibodies. After washing in blocking solution three more times, slides were incubated with secondary fluorescent antibodies, then washed once in blocking solution and twice in PBS before mounting with ProLong Antifade medium. Investigators were blinded to the genotypes prior to visualization and analysis.
CONFOCAL MICROSCOPY
Images were acquired with a Zeiss LSM 510 confocal microscope and analyzed with ImageJ software (NIH), using the same settings for both WT and mutant mice. For compartmental densitometric analysis of GluA4 subunit staining, somatosensory cortex was identified along the suprathalamic convexity in coronal slices where PV+/GluA4+ cells were identified at 63× magnification. Z-stacks through the cell body of PV+ cortical cells were obtained and then collapsed into two dimensions using the same transparency settings for both genotypes. A 10 × 2 μm2 rectangular region of interest was used to measure the pixel density of GluA4 staining along the axis of the longest dendrite, and a circular region of interest with a diameter of 5 μm in the somatic region at the base of this dendrite was similarly used to measure the pixel density in the soma. To define a reproducible and valid sample set for dendritic expression analysis, only PV+ stained cells with a soma greater than 10 μm in greatest diameter were accepted, and any cell where the longest primary dendrite had a length less than 10 μm or which branched within the first 10 μm was excluded from the analysis. The densitometric ratio between dendritic and somatic GluA4 was then determined for each PV+/GluA4+ neuron. Statistical differences were tested using the unpaired Student’s t-test (Prism 5, version 5.0d, GraphPad, CA, USA). Statistical significance was set at p < 0.05.
ELECTROPHYSIOLOGY
Animals were sacrificed by cervical dislocation. Each brain was quickly removed and placed in cold (4°C) cutting saline (in mM: NaCl, 60; KCl, 3; NaH2PO4, 1.25; NaHCO3, 28; CaCl2, 0.5; MgCl2, 7; L-ascorbic acid, 0.6; sucrose, 110; and alpha-D(+)-glucose, 5; pH 7.4) saturated with 95% O2 and 5% CO2 (carbogen). Two coronal cuts were made to the whole brain in order to obtain a 0.4 cm block of tissue [including coronal sections 160–360 (Sidman, 1971)] containing parieto-temporal cortex. This freshly exposed surface of the block was affixed to a vibratome stage with cyanoacrylate glue, bathed with cold carbogenated cutting saline, and serial 350–400 μm brain slices were cut and placed in room temperature carbogenated aCSF (in mM: NaCl, 124; KH2PO4, 2; MgSO4, 1.25; CaCl2, 2; NaHCO3, 25; KCl, 2; and alpha-D(+)-glucose, 11; pH 7.4) for at least 60 min. Slices [coronal sections 280–320 (Sidman, 1971)] were then transferred to a humidified carbogen interface recording chamber and continuously perfused (100 ml/h) with carbogenated aCSF or 0 Mg2+ aCSF (normal aCSF, with MgSO4 omitted) maintained at 32°C. Slices were allowed to equilibrate in the chamber for 30 min before recordings were commenced.
Drugs were applied through a multiple 3-way valve perfusion system. The flow rate through the system was held constant (100 ml/h), and the volume of the bath was maintained at 0.5 ml (in the interface chamber) and 1.2 ml (in the submerged chamber) to ensure rapid drug equilibration. Drugs were removed by switching to the drug-free aCSF solution.
Extracellular field recordings were made in brain slices using standard techniques. The electrodes (thin-wall single-barrel borosilicate glass 1.2/0.9 mm outside diameter/inside diameter [OD/ID], World Precision Instruments) were pulled on a Sutter Instruments Flaming/Brown (P-87) micropipette puller and filled with 2 M NaCl. Electrode tips were broken to obtain resistances of 5–10 MΩ. Electrodes were positioned in the neocortex (layer V) with oblique fiber optic illumination. The extracellular signals were amplified 20×, and the low-pass Bessel filter (Corning Instruments 901) was set to a corner frequency of 1.05 kHz and visualized on a digital oscilloscope (Nicolet).
Amplitudes of 0 Mg2+-induced epileptiform discharges were determined by taking the average of the peak amplitude of the depolarizing envelope and the amplitude at the end of the afterdischarge. All values were presented as mean ± standard error of the mean (SEM). For each parameter the statistical differences were tested using the non-parametric Mann–Whitney U-test. Statistical significance was set at p < 0.05.
RESULTS
SELECTIVE IN VIVO SEIZURE EXACERBATION WITH MK-801 in STARGAZER BUT NOT TOTTERING MICE
Within 15 min of intraperitoneal injection 0.5 mg/kg MK-801 dramatically prolonged spike-wave activity, increasing the duration of spiking by 448% at 1 h post-injection compared to saline (Figure 1, p < 0.0001). Electrographic spiking during these episodes slowed from 6–9 to ~3–4 Hz. A lower dose of 0.1 mg/kg MK-801 had no effect. To determine whether exacerbation by NMDA blockade was specific to the stargazer mutant, a second model of absence epilepsy, tottering mice, which bear a mutation in Cacna1a voltage gatedP/Q calcium channels, were injected with 0.5 mg/kg MK-801. In contrast to stargazer, a single dose of MK-801 eliminated spike-wave seizures in tottering within 1 h post-injection, which later returned to baseline levels over a 2 h period (Figure 1, p < 0.0001 compared to stargazer 0.5 mg/kg).
STARGAZIN IS SELECTIVELY EXPRESSED IN PV+ CELLS IN SOMATOSENSORY CORTEX
To explore the mechanism underlying paradoxical prolongation of seizures following NMDA receptor blockade, we investigated the cellular localization of stargazin in neocortex. Fluorescence immunohistochemistry with specific antibodies for stargazin labeled a subpopulation of neurons sparsely distributed throughout all cortical layers. Co-labeling with a specific antibody for parvalbumin (PV) revealed these were uniformly interneurons; in these PV+ cells, stargazin is highly expressed in the dendritic arbor and to a lesser degree, their soma (Figure 2, top). Of 71 PV+ interneurons identified through all layers of somatosensory cortex over a region of 1.6 × 10-2 cubic millimeters in an adult WT mouse, 68 (95.8%) expressed detectable stargazin immunoreactivity. There were no stargazin+ cells that were not also PV+. No stargazin staining could be detected in pyramidal neuronal processes in somatosensory cortex, unlike in the hippocampus, where staining in the apical dendrites of CA1 pyramidal neurons could be observed (Figure 3, top). In contrast, dendrites of neocortical PV+ cells in stargazer show no detectable stargazin staining, and only faint staining in the soma (Figure 2, bottom). To corroborate the PV+ co-localization, we also evaluated the cellular expression of stargazin using a floxed PV-Cre/Ai9 mouse expressing the red fluorescent protein tdTomato (TdT) in PV+ cells. In somatosensory cortex, 108 of 125 (86.4%) PV+ interneurons counted over a region of 1.9 × 10-2 cubic millimeters were immunopositive for stargazin. Again, no stargazin+ cells were detected that were not also TdT+. We noted six TdT+ cells in layers 5-6 which had a pyramidal morphology, as has been previously recognized in this PV-Cre line (Tanahira et al., 2009). None of these TdT+ pyramidal-shaped cells expressed stargazin; if excluded from the total, 108 of 119 (90.8%) TdT+ cells expressed stargazin.
To evaluate the extent of stargazin antibody specificity for PV+ interneurons throughout the cortex, other cortical regions were examined in an adult WT mouse expressing TdT in PV+ cells, sampling at least 6.4 × 10-3 cubic millimeters for each area. These regions showed somewhat greater heterogeneity of stargazin co-expression with parvalbumin. In retrosplenial cortex, 40 of 71 (56%) TdT-labeled cells expressed stargazin in soma and dendrites. Similarly, 42 of 76 (55%) in entorhinal cortex; 16 of 46 (35%) in frontal cortex; and 20 of 59 (34%) in occipital cortex expressed somato-dendritic stargazin in TdT+ cells. All of the 226 stargazin+ cells sampled in somatosensory, entorhinal, frontal, and occipital cortex were TdT+ and hence PV+ (Figure 3, middle and bottom). In contrast, in CA1, piriform cortex, perirhinal cortex, and insular cortex, stargazin expression was found in both TdT-labeled and TdT-unlabeled cells (Figure 3, top).
STARGAZIN IS LINKED TO GluA4 EXPRESSION IN CORTICAL INTERNEURONS AND LOSS IMPAIRS TRAFFICKING
Since PV+ interneurons express the calcium-permeable AMPA receptor subunit GluA4 (Chang et al., 2010), we next investigated the cellular co-localization of stargazin and GluA4 proteins in somatosensory cortex. Stargazin expression was associated exclusively with GluA4 expression in the soma and proximal dendrites of PV+ cells in all layers (Figure 4). Sampling 2.5 × 10-2 cubic millimeters of somatosensory cortex in an adult WT mouse revealed no stargazin+ cells (0/96) that were not also GluA4+. Since loss of stargazin protein reduces membrane insertion and stabilization of AMPA receptors, we searched for evidence that GluA4 trafficking was also impaired in stargazer PV+ cortical interneurons. PV+ cells that expressed GluA4 were readily identified in stargazer somatosensory cortex, with clear staining of the soma; however, dendritic processes displayed visibly decreased staining for GluA4 in mutant PV+ cells compared to WT (Figure 5A). A total of 18 PV+ neurons from 4 stg/stg mice and 15 PV+ neurons from 3 +/+ mice met all of the inclusion and exclusion criteria for dendritic densitometric analysis. In PV+ interneurons, there was a significant, near twofold decrease in the dendrite to soma ratio of GluA4 staining in mutant compared to WT controls (52%, p < 0.001, Figure 5B).
NMDA RECEPTOR ANTAGONISTS CPP AND MK-801 AUGMENT STARGAZER NEOCORTEX EXCITABILITY IN VITRO
In order to determine whether intracortical networks were sufficient to express the proepileptic effect of NMDA receptor antagonists, isolated cortical slices from WT and stg/stg mice were perfused with 0 Mg2+ aCSF to generate synchronous epileptiform discharges, which are due to NMDA receptor activation (Traub et al., 1994). Extracellular field recordings of layer V neurons revealed no significant differences between the two genotypes in the frequency of extracellularly recorded bursts before drug exposure. Application of the competitive NMDA receptor antagonist CPP (10 μM) nearly completely abolished the 0 Mg2+ epileptiform discharges in WT slices (number of discharges/200 s, 0 Mg2+: 7.7 ± 2.4, n = 4; 10 μM CPP: 0.3 ± 0.3, n = 4, p < 0.001, Figures 6A,C). However, application of 10 μM CPP elevated network excitability in the neocortex of stargazer mice by 308% (number of discharges/200 s, 0 Mg2+: 6.0 ± 0.4, n = 4; 10 μM CPP: 18.5 ± 0.3, n = 4, p < 0.001, Figures 6B,C). In both genotypes, there was a nearly equivalent and significant decrease in mean duration of burst discharges by 93 and 87% in WT and stargazer mice, respectively (duration of discharges, WT: 0 Mg2+: 3.8 ± 0.8 s, n = 4; 10 μM CPP: 0.3 ± 0.3 s, n = 4, p < 0.001; stargazer: 0 Mg2+: 5.2 ± 0.3 s, n = 4; 10 μM CPP: 0.7 ± 0.3 s, n = 4, p < 0.001, Figure 6D).
Likewise, the non-competitive NMDA receptor antagonist MK-801 was perfused at varying concentrations on WT neocortical slices, where it nearly abolished 0 Mg2+-induced discharge activity at higher doses (Figure 7A). Bath application of MK-801 in 0 Mg2+ aCSF in WT slices decreased the mean discharge frequency by 45% at 1 μM, 75% at 3 μM, and 88% at 10 μM (number of discharges/200 s, 0 Mg2+: 10.2 ± 1.4, n = 4; 1 μM MK-801: 5.7 ± 0.8, n = 4, p = 0.0273; 3 μM MK-801: 2.5 ± 0.5, n = 4, p = 0.0019; 10 μM MK-801: 1.3 ± 0.3, n = 4, p = 0.0007, Figure 7C). The discharge frequency of the 0 Mg2+-induced bursts never increased at any point during application of MK-801. In addition, application of MK-801 to WT slices decreased the mean discharge duration by 44% at 1 μM, 66% at 3 μM, and 89% at 10 μM (0 Mg2+, 4.5 ± 0.6 s, n = 4; 1 μM MK-801, 2.5 ± 1.1 s, n = 4, p > 0.05; 3 μM MK-801: 1.5 ± 0.3 s, n = 4, p = 0.0045; 10 μM MK-801: 0.5 ± 0.1 s, n = 4, p = 0.0005, Figure 7D). In contrast, application of 1, 3, and 10 μM MK-801 to stargazer slices did not block 0 Mg2+-induced bursting (Figure 7B), but rather, similar to the effects of CPP, increased the mean frequency of network discharges by 331% at 1 μM, 405% at 3 μM, and 451% at 10 μM (number of discharges/200 s, 0 Mg2+: 6.2 ± 1.4, n = 4; 1 μM MK-801: 20.4 ± 3.9, n = 4, p = 0.0139; 3 μM MK-801: 24.9 ± 4.3, n = 4, p = 0.0061; 10 μM MK-801: 27.8 ± 5.8, n = 4, p = 0.0108, Figure 7C). MK-801 decreased the mean duration of the discharges by 32% at 1 μM, 68% at 3 μM, and 85% at 10 μM (0 Mg2+, 5.4 ± 0.9 s, n = 4; 1 μM MK-801, 3.7 ± 1.1 s, n = 4, p > 0.05; 3 μM MK-801: 1.8 ± 1.3 s, n = 4, p = 0.0156; 10 μM MK-801: 0.8 ± 0.5 s, n = 4, p = 0.0023, Figure 7D). These data demonstrate that blockade of NMDA receptors with both competitive and non-competitive antagonists paradoxically increases neocortical excitability in stargazer cortex without the participation of subcortical circuitry.
NMDA RECEPTOR-DEPENDENT CORTICAL HYPEREXCITABILITY IS MEDIATED BY INHIBITORY INTERNEURONS
In order to examine the hypothesis that NMDA receptor antagonism mediates its paradoxical excitatory effect in stargazer neocortex through inhibitory interneurons, we blocked GABAergic transmission within the neocortical circuit with GABA receptor antagonists and re-examined the effects of CPP on the 0 Mg2+-induced discharges in the fully disinhibited circuit. After co-application of 50 μM PTX, a GABA A receptor antagonist, and 100 μM CGP35348, a GABA B receptor antagonist, synchronous epileptiform discharges elicited in 0 Mg2+ aCSF increased in frequency in both WT and stargazer mice (number of discharges/200 s in WT, 0 Mg2+: 8.2 ± 0.7, n = 4; 50 μM PTX and 100 μM CGP35348: 15.7 ± 2.9, n = 4, p = 0.0450; in stargazer, 0 Mg2+: 7.0 ± 0.8, n = 4; 50 μM PTX and 100 μM CGP35348: 16.4 ± 2.9, n = 4, p = 0.0392, Figure 8). However, perfusing 10 μM CPP in the presence of the two antagonists significantly reduced epileptiform activity, but to a similar extent in both genotypes (number of discharges/200 s, WT: 1.8 ± 0.4, n = 4; stargazer: 1.5 ± 0.3, n = 4, p < 0.001, Figure 8). These findings support the hypothesis that the paradoxical response to NMDA receptor antagonism in stargazer mice is mediated by cortical GABAergic interneurons.
DISCUSSION
Our findings pinpoint a likely synaptic mechanism for paradoxical spike-wave seizure exacerbation due to NMDA receptor antagonism, showing that it is present in stargazer, but not tottering mutant mice, and thus depends upon an interneuron-specific AMPA receptor dendritic trafficking abnormality. We show that expression of stargazin in adult mouse somatosensory cortex is confined to a singular population of fast-spiking, PV+ interneurons. These cells are primarily responsible for fast synaptic inhibition of neurons in both superficial and deep pyramidal cell layers (DeFelipe, 1997). This specificity was most pronounced in the somatosensory cortex, a region proposed to possess a low threshold for involvement in aberrant thalamocortical oscillations in rodent models (Polack et al., 2007). In stargazer mice, we identified a concomitant deficit in dendritic AMPA receptor trafficking in these interneurons. In vitro cortical network hyperexcitability, as evidenced by epileptiform bursting in a magnesium-free environment, was enhanced by NMDA receptor antagonists in stargazer somatosensory cortex but reduced in WT mice. The paradoxical excitability difference between epileptic and non-epileptic cortex in response to CPP was no longer evident when GABA receptors were completely blocked, indicating that hyperexcitability induced by NMDA receptor antagonism was mediated through interneurons.
PARADOXICAL SEIZURE EXACERBATION WITH MK-801 IS SPECIFIC TO STARGAZER MICE
In vivo administration of the NMDA receptor antagonist MK-801 markedly exacerbated seizures in stargazer mice but had an opposite effect in tottering mice, indicating that the paradoxical seizure aggravation is gene-linked, rather than a non-specific modulation of spike-wave seizures due to a confounding variable such as sedation. The excitatory effect of MK-801 was similar to that of CPP in stargazer mice (Nahm and Noebels, 1998), confirming that both competitive (CPP) and non-competitive NMDA (MK-801) receptor antagonism, rather than an off target effect of either drug, mediated the paradoxical response. MK-801 has also been shown to reduce spike-wave seizures in other rodent models of epilepsy, including the kindling model (Lojková et al., 2006) as well as the WAG/Rij (Wistar Albino Glaxo from Rijswijk; Peeters et al., 1989; Citraro et al., 2006) and Genetic Absence Epilepsy Rats from Strasbourg (GAERS) models of absence epilepsy (Koerner et al., 1996), further supporting the specific association of the paradoxical response to NMDA receptor antagonism with the stargazer trafficking defect. In a prior study of stargazer mice, CPP exacerbation of spike wave activity was also clearly observed, although no significant difference in total seizure duration over the time period measured was reported (Aizawa et al., 1997). In that study, MK-801 at a dose of 0.5 mg/kg did not stimulate discharge activity, but did produce an “irregular pattern” of EEG epileptiform activation that could represent a prolonged period of absence status epilepticus as we have occasionally observed.
STARGAZIN EXPRESSION IS REGIONAL AND LIMITED TO FAST-SPIKING INTERNEURONS IN SOMATOSENSORY CORTEX
The specificity of stargazin expression in PV+ interneurons of the somatosensory cortex initially seemed at variance with previous findings that its phosphorylation is dependent on CaMKII (calcium/calmodulin-dependent protein kinase II), an enzyme which is restricted to excitatory neurons (Tomita et al., 2005; Tsui and Malenka, 2006; Opazo et al., 2010). However, these studies investigated stargazin function in the hippocampus, not in the cortex. The lack of stargazin expression in excitatory cells within somatosensory cortex, however, is consistent with the finding that phosphorylation of stargazin is dependent on CaMKII in dissociated hippocampal, but not cortical, cultured neurons (Inamura et al., 2006). In addition, a recent study found that stargazin is specifically expressed in interneurons in primary dissociated cortical cell cultures (Tao et al., 2013). Finally, the relative specificity for stargazin in inhibitory neurons rather than principal cells is a pattern that recurs in the cerebellum (Shevtsova and Leitch, 2012) and the thalamus (Menuz and Nicoll, 2008).
COMPARTMENTAL AMPA TRAFFICKING DEFECT IN STARGAZER INTERNEURONS
In the absence of functional stargazin, GluA4 trafficking may still be partially compensated by TARP redundancy mediated by other co-expressed gamma subunits (Menuz et al., 2008) as well as the recently described “TARPless” expression of calcium-permeable surface AMPA subunits at some synapses (Bats et al., 2012). Several other candidate interacting molecules for AMPAR trafficking have been proposed (Jackson and Nicoll, 2011). However, the relatively decreased dendrite to soma ratio of GluA4 expression in stargazer PV+ interneurons indicates that these potential compensatory mechanisms are incomplete and therefore define a specific vulnerability in this cellular subgroup. When specific antibodies for remaining gamma subunit family members become available, the exact cellular TARP expression profiles may clarify the cellular populations at risk for AMPA receptor impairment due to Cacng subunit mutations.
The exclusive association of stargazin with GluA4+ neurons in the neocortex is phenotypically consistent with the recent finding that the Gria4 knockout mouse, which is devoid of GluA4 expression, also displays similar spike-wave seizures (Beyer et al., 2008; Paz et al., 2011). In both stargazer and Gria4 knockout mice, there is evidence for thalamic disinhibition due to a specific deficit of synaptic excitation at fast-spiking PV+ inhibitory neurons in the RTN (Barad et al., 2012). We therefore posit the presence of a similar functional defect of intracortical inhibition in this model due to a parallel deficit in the ability to excite fast-spiking PV+ interneurons in the somatosensory cortex.
DOES DEFICIENT DENDRITIC GluA4 TRAFFICKING IMPAIR SYNAPTIC ACTIVATION OF INTERNEURONS IN STARGAZER CORTEX?
The degree to which abnormal dendritic GluA4 distribution alters synaptic activation of interneurons and hence the efficiency of GABA release has not been examined in this study, and functional recordings from PV+ cells activated by feedforward excitatory synapses will be required to determine whether AMPA receptor mistrafficking reduces the strength of this input. One impediment to studying this lies in the coincidental proximity of the stargazin locus on chromosome 15 to the parvalbumin locus, separated by only 0.01 cM. This complicates the ability to identify these cells for physiological study in stargazer cortex using a simple genetic cross with parvalbumin promoter-driven reporters. Future studies using defined presynaptic glutamate activation and post hoc immunochemical identification of PV+ cells will be required to support this hypothesis. However, it is worth noting that the impairment of synaptic excitatory activation in hippocampal neurons depleted of the homologous TARP gamma-8 subunit, which constitutes the majority of TARP-mediated AMPA receptor surface expression in these cells, was small (Rouach et al., 2005).
INTERNEURON-DEPENDENT NETWORK HYPEREXCITABILITY DUE TO NMDA RECEPTOR ANTAGONISM IN STARGAZER MICE
Since we observed a reduction of dendritic AMPA receptor density in parvalbumin+ interneurons that are critical for feedforward inhibition, and because stargazin does not directly traffic NMDA receptors (Chen et al., 2000), we reasoned that the synaptic activation of these inhibitory neurons would largely depend on NMDA receptors. Enhanced NMDA receptor-mediated excitation of inhibitory neurons of the RTN has been reported in stargazer mice (Lacey et al., 2012), but the cortical node of the thalamocortical loop has not previously been investigated. This hypothesis was tested in a magnesium-free environment, which is a useful medium for evaluating the effect of anti-epileptic drugs (Aram and Lodge, 1988). Magnesium normally blocks the activation of NMDA receptors, and its omission from the in vitro bathing solution results in spontaneous burst discharges (Traub et al., 1994). Although 0 Mg2+-induced discharges do not have the same pathophysiology as in vivo spike and wave cortical discharges, they provide a reliable functional measure of cortical circuit excitability. Specifically, these discharges arise as a consequence of saturation of fast inhibition, which can be overcome with incremental NMDA receptor antagonism (Benardo, 1993). In solutions containing 0 Mg2+ and CPP, fast inhibition relies on AMPA receptor-mediated activation of interneurons (Ling and Benardo, 1995), which we predicted to be compromised in stargazer mice. This effect is consistent with our results showing a reduced spontaneous burst frequency with CPP and increasing doses of MK-801 in WT slices in a magnesium-free environment. Accordingly, both competitive and non-competitive blockade of NMDA receptors caused a paradoxical increase in discharges in stargazer cortex, consistent with a compromise of fast inhibition. The significant paradoxical increase in discharge rate supports the hypothesis that when AMPA receptor-mediated transmission is impaired, NMDA receptor antagonism in 0 Mg2+ not only fails to suppress seizure activity, but rather causes a further, dose-dependent reduction in inhibition. After pharmacologically removing GABAergic inhibitory inputs of the stargazer network with picrotoxin and CGP35348, CPP application no longer produced a paradoxical excitability increase, indicating that the excitatory effect of CPP in stargazer mice is indeed mediated through inhibitory neurons within the isolated cortical network. Furthermore, GABA receptor antagonists applied independently of CPP significantly increased the frequency of the 0 Mg2+ discharges in neocortex of both stargazer and WT mice, which itself demonstrates that disinhibition can increase the frequency of 0 Mg2+ discharges in the cortex and is consistent with the interpretation that CPP mediates its excitation in the mutant by aberrant disinhibition.
Our findings in the isolated neocortex point to potential regional differences in the role of NMDA receptors and network oscillations at various nodes of the thalamocortical loop. Interestingly, in thalamic slices of stargazer mice bathed in 0.5 mM Mg2+, the application of 50 uM APV (DL-2-amino-5-phosphonovalerate), a competitive NMDA receptor antagonist like CPP, caused a significant decrease in evoked oscillations in thalamic nuclei, similar to WT slices (Lacey et al., 2012). Thus, the paradoxical effect of seizure exacerbation observed in vivo may principally reside in the low threshold initiation zones in the somatosensory cortex. These data therefore support a more general hypothesis that a reduction in the strength of cortical inhibitory interneurons provides an attractive candidate mechanism for paradoxical seizure exacerbation by anti-epileptic drugs in some patients with absence epilepsy.
Conflict of Interest Statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Acknowledgments
Supported by NINDS NS29709 (Jeffrey L. Noebels) and the Blue Bird Circle Foundation. We thank S. Smirnakis for the gift of PV-Cre/Ai9 transgenic mice and R. Jacoby for technical assistance.
REFERENCES
- Aizawa M., Ito Y., Fukuda H. (1997). Pharmacological profiles of generalized absence seizures in lethargic, stargazer and gamma-hydroxybutyrate-treated model mice. Neurosci. Res. 29 17–25 10.1016/S0168-0102(97)00066-7 [DOI] [PubMed] [Google Scholar]
- Aram J. A., Lodge D. (1988). Validation of a neocortical slice preparation for the study of epileptiform activity. J. Neurosci. Methods 23 211–224 10.1016/0165-0270(88)90005-2 [DOI] [PubMed] [Google Scholar]
- Barad Z., Shevtsova O., Arbuthnott G. W., Leitch B. (2012). Selective loss of AMPA receptors at corticothalamic synapses in the epileptic stargazer mouse. Neuroscience 217 19–31 10.1016/j.neuroscience.2012.05.011 [DOI] [PubMed] [Google Scholar]
- Bats C., Soto D., Studniarczyk D., Farrant M., Cull-Candy S. G. (2012). Channel properties reveal differential expression of TARPed and TARPless AMPARs in stargazer neurons. Nat. Neurosci. 15 853–861 10.1038/nn.3107 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Beenhakker M. P., Huguenard J. R. (2009). Neurons that fire together also conspire together: is normal sleep circuitry hijacked to generate epilepsy? Neuron 62 612–632 10.1016/j.neuron.2009.05.015 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Benardo L. S. (1993). Recruitment of inhibition by enhanced activation of synaptic NMDA responses in the rat cerebral cortex. Brain Res. 627 314–324 10.1016/0006-8993(93)90336-L [DOI] [PubMed] [Google Scholar]
- Beyer B., Deleuze C., Letts V. A., Mahaffey C. L., Boumil R. M., Lew T. A., et al. (2008). Absence seizures in C3H/HeJ and knockout mice caused by mutation of the AMPA receptor subunit Gria4. Hum. Mol. Genet. 17 1738–1749 10.1093/hmg/ddn064 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Burgess D. L., Jones J. M., Meisler M. H., Noebels J. L. (1997). Mutation of the Ca2+ channel beta subunit gene Cchb4 is associated with ataxia and seizures in the lethargic (lh) mouse. Cell 88 385–392 10.1016/S0092-8674(00)81877-2 [DOI] [PubMed] [Google Scholar]
- Chang M. C., Park J. M., Pelkey K. A., Grabenstatter H. L., Xu D., Linden D. J., et al. (2010). Narp regulates homeostatic scaling of excitatory synapses on parvalbumin-expressing interneurons. Nat. Neurosci. 13 1090–1097 10.1038/nn.2621 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chaves J., Sander J. W. (2005). Seizure aggravation in idiopathic generalized epilepsies. Epilepsia 46(Suppl. 9) 133–139 10.1111/j.1528-1167.2005.00325.x [DOI] [PubMed] [Google Scholar]
- Chen L., Chetkovich D. M., Petralia R. S., Sweeney N. T., Kawasaki Y., Wenthold R. J., et al. (2000). Stargazin regulates synaptic targeting of AMPA receptors by two distinct mechanisms. Nature 408 936–943 10.1038/35050030 [DOI] [PubMed] [Google Scholar]
- Citraro R., Russo E., Di Paola E. D., Ibbadu G. F., Gratteri S., Marra R., et al. (2006). Effects of some neurosteroids injected into some brain areas of WAG/Rij rats, an animal model of generalized absence epilepsy. Neuropharmacology 50 1059–1071 10.1016/j.neuropharm.2006.02.011 [DOI] [PubMed] [Google Scholar]
- Crunelli V., Cope D. W., Terry J. R. (2011). Transition to absence seizures and the role of GABA(A) receptors. Epilepsy Res. 97 283–289 10.1016/j.eplepsyres.2011.07.011 [DOI] [PMC free article] [PubMed] [Google Scholar]
- DeFelipe J. (1997). Types of neurons, synaptic connections and chemical characteristics of cells immunoreactive for calbindin-D28K, parvalbumin and calretinin in the neocortex. J. Chem. Neuroanat. 14 1–19 10.1016/S0891-0618(97)10013-8 [DOI] [PubMed] [Google Scholar]
- Dutton S. B., Makinson C. D., Papale L. A., Shankar A., Balakrishnan B., Nakazawa K., et al. (2012). Preferential inactivation of Scn1a in parvalbumin interneurons increases seizure susceptibility. Neurobiol. Dis. 49C 211–220 10.1016/j.nbd.2012.08.012 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gayatri N. A., Livingston J. H. (2006). Aggravation of epilepsy by anti-epileptic drugs. Dev. Med. Child Neurol. 48 394–398 10.1017/S0012162206000843 [DOI] [PubMed] [Google Scholar]
- Guerrini R. (2012). Dravet syndrome: the main issues. Eur. J. Paediatr. Neurol. 16(Suppl. 1) S1–S4 10.1016/j.ejpn.2012.04.006 [DOI] [PubMed] [Google Scholar]
- Inamura M., Itakura M., Okamoto H., Hoka S., Mizoguchi A., Fukazawa Y., et al. (2006). Differential localization and regulation of stargazin-like protein, gamma-8 and stargazin in the plasma membrane of hippocampal and cortical neurons. Neurosci. Res. 55 45–53 10.1016/j.neures.2006.01.004 [DOI] [PubMed] [Google Scholar]
- Jackson A. C., Nicoll R. A. (2011). The expanding social network of ionotropic glutamate receptors: TARPs and other transmembrane auxiliary subunits. Neuron 70 178–199 10.1016/j.neuron.2011.04.007 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kato A. S., Gill M. B., Yu H., Nisenbaum E. S., Bredt D. S. (2010). TARPs differentially decorate AMPA receptors to specify neuropharmacology. Trends Neurosci. 33 241–248 10.1016/j.tins.2010.02.004 [DOI] [PubMed] [Google Scholar]
- Koerner C., Danober L., Boehrer A., Marescaux C., Vergnes M. (1996). Thalamic NMDA transmission in a genetic model of absence epilepsy in rats. Epilepsy Res. 25 11–19 10.1016/0920-1211(96)00015-0 [DOI] [PubMed] [Google Scholar]
- Lacey C. J., Bryant A., Brill J., Huguenard J. R. (2012). Enhanced NMDA receptor-dependent thalamic excitation and network oscillations in stargazer mice. J. Neurosci. 32 11067–11081 10.1523/JNEUROSCI.5604-11.2012 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Letts V. A., Felix R., Biddlecome G. H., Arikkath J., Mahaffey C. L., Valenzuela A., et al. (1998). The mouse stargazer gene encodes a neuronal Ca2+-channel gamma subunit. Nat. Genet. 19 340–347 10.1038/1228 [DOI] [PubMed] [Google Scholar]
- Ling D. S., Benardo L. S. (1995). Recruitment of GABAA inhibition in rat neocortex is limited and not NMDA dependent. J. Neurophysiol. 74 2329–2335 [DOI] [PubMed] [Google Scholar]
- Lojková D., Zivanović D., Mares P. (2006). Different effects of nonNMDA and NMDA receptor antagonists (NBQX and dizocilpine) on cortical epileptic afterdischarges in rats. Brain Res. 1124 167–175 10.1016/j.brainres.2006.09.072 [DOI] [PubMed] [Google Scholar]
- Madisen L., Zwingman T. A., Sunkin S. M., Oh S. W., Zariwala H. A., Gu H., et al. (2010). A robust and high-throughput Cre reporting and characterization system for the whole mouse brain. Nat. Neurosci. 13 133–140 10.1038/nn.2467 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Meeren H., van Luijtelaar G., Lopes da Silva F., Coenen A. (2005). Evolving concepts on the pathophysiology of absence seizures: the cortical focus theory. Arch. Neurol. 62 371–376 10.1001/archneur.62.3.371 [DOI] [PubMed] [Google Scholar]
- Menuz K., Nicoll R. A. (2008). Loss of inhibitory neuron AMPA receptors contributes to ataxia and epilepsy in stargazer mice. J. Neurosci. 28 10599–10603 10.1523/JNEUROSCI.2732-08.2008 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Menuz K., O’Brien J. L., Karmizadegan S., Bredt D. S., Nicoll R. A. (2008). TARP redundancy is critical for maintaining AMPA receptor function. J. Neurosci. 28 8740–8746 10.1523/JNEUROSCI.1319-08.2008 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nahm W. K., Noebels J. L. (1998). Nonobligate role of early or sustained expression of immediate-early gene proteins c-fos, c-jun, and Zif/268 in hippocampal mossy fiber sprouting. J. Neurosci. 18 9245–9255 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nakken K. O., Eriksson A. S., Lossius R., Johannessen S. I. (2003). A paradoxical effect of levetiracetam may be seen in both children and adults with refractory epilepsy. Seizure 12 42–46 10.1016/S1059131102001723 [DOI] [PubMed] [Google Scholar]
- Ogiwara I., Miyamoto H., Morita N., Atapour N., Mazaki E., Inoue I., et al. (2007). Nav1.1 localizes to axons of parvalbumin-positive inhibitory interneurons: a circuit basis for epileptic seizures in mice carrying an Scn1a gene mutation. J. Neurosci. 27 5903–5914 10.1523/JNEUROSCI.5270-06.2007 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Opazo P., Labrecque S., Tigaret C. M., Frouin A., Wiseman P. W., De Koninck P., et al. (2010). CaMKII triggers the diffusional trapping of surface AMPARs through phosphorylation of stargazin. Neuron 67 239–252 10.1016/j.neuron.2010.06.007 [DOI] [PubMed] [Google Scholar]
- Paz J. T., Bryant A. S., Peng K., Fenno L., Yizhar O., Frankel W. N., et al. (2011). A new mode of corticothalamic transmission revealed in the Gria4(-/-) model of absence epilepsy. Nat. Neurosci. 14 1167–1173 10.1038/nn.2896 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Peeters B. W., Van Rijn C. M., Van Luijtelaar E. L., Coenen A. M. (1989). Antiepileptic and behavioural actions of MK-801 in an animal model of spontaneous absence epilepsy. Epilepsy Res. 3 178–181 10.1016/0920-1211(89)90047-8 [DOI] [PubMed] [Google Scholar]
- Pinault D. (2003). Cellular interactions in the rat somatosensory thalamocortical system during normal and epileptic 5-9 Hz oscillations. J. Physiol. (Lond.) 552 881–905 10.1113/jphysiol.2003.046573 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Polack P.-O., Guillemain I., Hu E., Deransart C., Depaulis A., Charpier S. (2007). Deep layer somatosensory cortical neurons initiate spike-and-wave discharges in a genetic model of absence seizures. J. Neurosci. 27 6590–6599 10.1523/JNEUROSCI.0753-07.2007 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rouach N., Byrd K., Petralia R. S., Elias G. M., Adesnik H., Tomita S., et al. (2005). TARP gamma-8 controls hippocampal AMPA receptor number, distribution and synaptic plasticity. Nat. Neurosci. 8 1525–1533 10.1038/nn1551 [DOI] [PubMed] [Google Scholar]
- Shevtsova O., Leitch B. (2012). Selective loss of AMPA receptor subunits at inhibitory neuron synapses in the cerebellum of the ataxic stargazer mouse. Brain Res. 1427 54–64 10.1016/j.brainres.2011.10.022 [DOI] [PubMed] [Google Scholar]
- Sidman R. L. (1971). Atlas of the Mouse Brain and Spinal Cord. Cambridge: Harvard University Press [Google Scholar]
- Sveinbjornsdottir S., Sander J. W., Upton D., Thompson P. J., Patsalos P. N., Hirt D., et al. (1993). The excitatory amino acid antagonist D-CPP-ene (SDZ EAA-494) in patients with epilepsy. Epilepsy Res. 16 165–174 10.1016/0920-1211(93)90031-2 [DOI] [PubMed] [Google Scholar]
- Tanahira C., Higo S., Watanabe K., Tomioka R., Ebihara S., Kaneko T., et al. (2009). Parvalbumin neurons in the forebrain as revealed by parvalbumin-Cre transgenic mice. Neurosci. Res. 63 213–223 10.1016/j.neures.2008.12.007 [DOI] [PubMed] [Google Scholar]
- Tao Y., Chen Y.-J., Shen C., Luo Z., Bates C. R., Lee D., et al. (2013). Erbin interacts with TARP γ-2 for surface expression of AMPA receptors in cortical interneurons. Nat. Neurosci. 16 290–299 10.1038/nn.3320 [DOI] [PubMed] [Google Scholar]
- Thomas P., Valton L., Genton P. (2006). Absence and myoclonic status epilepticus precipitated by antiepileptic drugs in idiopathic generalized epilepsy. Brain 129 1281–1292 10.1093/brain/awl047 [DOI] [PubMed] [Google Scholar]
- Tomita S., Stein V., Stocker T. J., Nicoll R. A., Bredt D. S. (2005). Bidirectional synaptic plasticity regulated by phosphorylation of stargazin-like TARPs. Neuron 45 269–277 10.1016/j.neuron.2005.01.009 [DOI] [PubMed] [Google Scholar]
- Traub R. D., Jefferys J. G., Whittington M. A. (1994). Enhanced NMDA conductance can account for epileptiform activity induced by low Mg2+ in the rat hippocampal slice. J. Physiol. (Lond.) 478(Pt 3) 379–393 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tsui J., Malenka R. C. (2006). Substrate localization creates specificity in calcium/calmodulin-dependent protein kinase II signaling at synapses. J. Biol. Chem. 281 13794–13804 10.1074/jbc.M600966200 [DOI] [PubMed] [Google Scholar]
- Yu F. H., Mantegazza M., Westenbroek R. E., Robbins C. A., Kalume F., Burton K. A., et al. (2006). Reduced sodium current in GABAergic interneurons in a mouse model of severe myoclonic epilepsy in infancy. Nat. Neurosci. 9 1142–1149 10.1038/nn1754 [DOI] [PubMed] [Google Scholar]