Significance
The epilepsies are a class of chronic neurological disorders with diverse clinical presentations, which often negatively impacts quality of life. Currently available therapeutics are effective for some patients, but roughly one-third of patients remain drug-resistant; the identification of novel therapeutic targets to alleviate seizures is therefore required. We have determined that potentiating Cl− extrusion in vivo reduces susceptibility to chemoconvulsant-induced seizures. Our results provide insights into the importance of controlling the polarity of GABAergic synaptic signaling under conditions of hyperexcitation, and highlight KCC2 as a potential therapeutic target for epilepsy.
Keywords: KCC2, intracellular chloride, inhibition, hyperpolarization, epilepsy
Abstract
The type 2 K+/Cl− cotransporter (KCC2) allows neurons to maintain low intracellular levels of Cl−, a prerequisite for efficient synaptic inhibition. Reductions in KCC2 activity are evident in epilepsy; however, whether these deficits directly contribute to the underlying pathophysiology remains controversial. To address this issue, we created knock-in mice in which threonines 906 and 1007 within KCC2 have been mutated to alanines (KCC2-T906A/T1007A), which prevents its phospho-dependent inactivation. The respective mice appeared normal and did not show any overt phenotypes, and basal neuronal excitability was unaffected. KCC2-T906A/T1007A mice exhibited increased basal neuronal Cl− extrusion, without altering total or plasma membrane accumulation of KCC2. Critically, activity-induced deficits in synaptic inhibition were reduced in the mutant mice. Consistent with this, enhanced KCC2 was sufficient to limit chemoconvulsant-induced epileptiform activity. Furthermore, this increase in KCC2 function mitigated induction of aberrant high-frequency activity during seizures, highlighting depolarizing GABA as a key contributor to the pathological neuronal synchronization seen in epilepsy. Thus, our results demonstrate that potentiating KCC2 represents a therapeutic strategy to alleviate seizures.
Several loss-of-function mutations in the neuron-specific type 2 K+/Cl− cotransporter (KCC2, Slc12a5) were recently identified as a cause of epilepsy of infancy with migrating focal seizures (1, 2). KCC2 mutations are also epilepsy risk factors (3–6), and brain tissue resected from patients with acquired drug-resistant temporal lobe epilepsy exhibit impaired KCC2 functional expression (7, 8). These human studies highlight the critical importance of KCC2 for suppressing seizures and establishing normal brain function, which are consistent with the unique ability of KCC2 to extrude Cl− from neurons (9). Maintaining low intraneuronal Cl− levels is essential for determining the inhibitory efficacy of Cl−-permeable Glycine and GABAA receptors, which are the exclusive mediators of fast synaptic inhibition in the central nervous system (10–12) and a common target for antiseizure medication (13–15).
In rodents, [Cl−]i rises sharply during ictal discharges in vivo (16) and under epileptiform conditions in hippocampal slices (17, 18). Optogenetic induction of an excessive rise in [Cl−]i can contribute to the generation of ictal-like discharges in slices (19), which is consistent with the appearance of spontaneous tonic−clonic seizures in KCC2 (isoform b) knockout mice (20) and floxed loss-of-function mice (21). Therefore, increasing the Cl− extrusion capacity of KCC2 could have the opposite effect and reduce the likelihood of developing epileptiform discharges. However, it has been proposed that KCC2 actually facilitates Cl− loading during seizures due to a reversal in KCC2 transport direction caused by rises in [K+]o (10, 22–27). A role for KCC2 as either proconvulsant or anticonvulsant therefore remains controversial.
KCC2 activity is bidirectionally controlled by posttranslational modifications, with serine 940 phosphorylation enhancing its function and phosphorylation of threonines 906 (T906) and 1007 (T1007) inhibiting its function (28, 29). Mutation of serine 940 to alanine (S940A) in vivo reduces KCC2 function and exacerbates kainate-induced status epilepticus (30), while transient transfection of a T906/T1007 double-point alanine substitution mutant (T906A/T1007A) enhances KCC2 function in cell culture (29, 31–35). Unfortunately, no selective pharmacological activators of KCC2 exist (36), and so testing whether elevated KCC2 function can impact epileptiform activity in more complex systems remains hypothetical. We therefore generated a KCC2-T906A/T1007A knock-in mouse model to examine this theory.
Results
Generation and Characterization of KCC2-T906A/T1007A Knock-in Mice.
To determine if phosphorylation of KCC2 at threonines 906 and 1007 (T906/T1007) regulates KCC2 function in vivo, we generated mice in which T906/T1007 are mutated to alanine residues (T906A/T1007A). The presence of alanine mutations at sites T906 and T1007, within exons 22 and 24, respectively, was confirmed by DNA sequencing (SI Appendix, Fig. S1). Homozygous T906A/T1007A mice were viable, survived through adulthood, and exhibited no overt phenotypes. Motor function was normal, assessed as latency to fall off an accelerating rotarod (WT: 4.03 ± 0.35 min, n = 9; T906A/T1007A: 3.88 ± 0.23 min, n = 9; P = 0.7206) and distance traveled in an open field arena (WT: 41.6 ± 3.3 m, n = 9; T906A/T1007A: 40.6 ± 2.3 m, n = 9; P = 0.8145) (SI Appendix, Fig. S2). To determine the impact of the T906A/T1007A mutations on KCC2 function, we performed gramicidin perforated patch-clamp experiments on hippocampal neurons from WT and T906A/T1007A mice and recorded GABAA reversal potentials (EGABA) at 18 days to 25 days in vitro (DIV) (Fig. 1 A and B). EGABA was strongly hyperpolarized in T906A/T1007A neurons compared with WT (WT: −86 ± 3 mV, n = 20 neurons; T906A/T1007A: −108 ± 3 mV, n = 25 neurons; P < 0.0001), indicating increased KCC2 function in the T906A/T1007A neurons. We calculated the [Cl−]i values from the EGABA values using the Nernst equation, which revealed significantly lower [Cl−]i in the T906A/T1007A neurons compared with WT (WT: 6.6 ± 0.7 mM, n = 20 neurons; T906A/T1007A: 2.7 ± 0.2 mM, n = 25 neurons; P < 0.0001) (Fig. 1C). In contrast, both the resting membrane potential (RMP) (WT: −62 ± 2 mV, n = 20; T906A/T1007A: −65 ± 2 mV, n = 25 neurons; P = 0.2445) and input resistance (Ri) (WT: 243 ± 25 MΩ, n = 17 neurons; T906A/T1007A: 232 ± 36 MΩ, n = 15 neurons; P = 0.7946) did not significantly differ between WT and T906A/T1007A neurons (Fig. 1D).
To investigate the mechanism responsible for increased Cl− extrusion in T906A/T1007A neurons, we assessed whether the mutations influenced the total and/or surface expression of KCC2. We utilized whole-cell biotinylation followed by immunoblotting of brain slices, and we detected no difference in either total (118 ± 15% WT, n = 10 mice; P = 0.2523) or surface (117 ± 25% WT, n = 8 mice; P = 0.5236) KCC2 protein levels between WT and T906A/T1007A mice (Fig. 1E), indicating the mutations did not increase Cl− extrusion through enhanced surface levels but rather through modulation of an intrinsic property of the transporter.
Gross Brain Morphology and Neuronal Network Excitability Is Normal in KCC2-T906A/T1007A Mice.
We next sought to characterize effects of the KCC2-T906A/T1007A mutations on gross brain morphology and function. Nissl staining revealed no gross brain abnormalities (SI Appendix, Fig. S3). Immunoblotting for markers of excitatory (PSD-95 and GluA1) and inhibitory [Gephyrin, vesicular GABA transporter (VGAT), and GABAA receptor subunits α2 and β3] synapses revealed that the total expression of PSD-95 (103 ± 9% WT, n = 5; P = 0.7739), Gephyrin (85 ± 7% WT, n = 5; P = 0.0717), GABAA receptor subunit β3 (89 ± 5% WT, n = 5; P = 0.0795), and GABAA receptor subunit α2 (109 ± 9% WT, n = 5; P = 0.3592) was comparable between WT and T906A/T1007A mice, while small reductions in GluA1 (85 ± 6% WT, n = 5; P = 0.0380) and VGAT (83 ± 4% WT, n = 5; P = 0.0029) were detected (SI Appendix, Fig. S4). To determine whether these reductions alter synaptic excitability, we analyzed the synaptic input/output (I/O) relationship in the hippocampus. Field excitatory postsynaptic potentials were measured in the stratum radiatum in response to Schaffer collateral stimulation. I/O curves from WT and T906A/T1007A slices were comparable, indicating that the T906A/T1007A mutations do not impact excitability of this circuit (SI Appendix, Fig. S5).
Increased KCC2 Function Attenuates Seizure-Like Activity and Severity in Vitro.
After having confirmed that KCC2 function was increased in the mutant neurons, we sought to address the long-standing question of whether increasing KCC2 function has any impact on epileptiform activity and severity. The Kv channel blocker 4-aminopyridine (4-AP) is commonly used to induce seizure-like or epileptiform activity in acutely prepared hippocampal slices (37) (Fig. 2A). All WT slices (16/16 slices) exhibited seizure-like events (SLEs), while, intriguingly, only 46.7% (7/15 slices) of T906A/T1007A slices exhibited SLEs (Fig. 2B). Of the slices that did exhibit SLEs, onset of the first SLE was delayed in the T906A/T1007A slices (WT: 3.4 ± 0.4 min, n = 16 slices; T906A/T1007A: 27.8 ± 6.0 min, n = 7 slices; P < 0.0001) (Fig. 2D). Furthermore, the percentage of time spent in epileptiform activity was reduced in T906A/T1007A slices (WT: 47 ± 7%, n = 16; T906A/T1007A: 3.7 ± 1.7%, n = 15; P < 0.0001) (Fig. 2E). Application of 4-AP plus the small-molecule KCC2 inhibitor VU0463271 (10 μM) induced SLEs in all WT and T906A/T1007A slices tested (n = 4 slices for both genotypes) (Fig. 2B). VU0463271 accelerated the onset times of SLEs in mutant slices to values statistically similar to WT onset times (WT: 4.0 ± 1.3 min, n = 4; T906A/T1007A: 5.0 ± 0.7 min, n = 4; P = 0.5350) (Fig. 2D). Similarly, the percentage of time spent in epileptiform activity in mutant slices was increased to WT levels when KCC2 was inhibited (WT: 88 ± 1%, n = 4; T906A/T1007A: 90 ± 2%, n = 4; P = 0.3936) (Fig. 2E).
We then performed power spectral density analysis of the first SLE to gain insight into the relationship between seizure power and seizure severity. The power of 13- to 30-Hz beta frequency activity (WT: 1.90 ± 0.43 µV2, n = 14; T906A/T1007A: 0.56 ± 0.23 µV2, n = 7; P = 0.0485) and 30- to 50-Hz gamma frequency activity (WT: 0.34 ± 0.07 µV2, n = 14; T906A/T1007A: 0.08 ± 0.03 µV2, n = 7; P = 0.0163) was significantly reduced during T906A/T1007A SLEs compared with WT (Fig. 3), suggesting a correlation between high-frequency power and levels of seizure activity. Moreover, no T906A/T1007A slices (0/15 slices) degenerated into status epilepticus (SE)-like activity compared with 43.8% of WT (7/16 slices) (38) (SI Appendix, Fig. S6); 4-AP in the presence of the KCC2 inhibitor VU0463271 led to rapid SE entry in both WT and T906A/T1007A slices.
To ensure that the reduction in the seizure-like activity seen in the 4-AP model was not specific to seizure activity induced by blockade of voltage-gated potassium channels, we assessed seizure activity in a second in vitro model, in which all Mg2+ is removed from the artificial cerebrospinal fluid (ACSF) (0-Mg2+). All WT and KCC2-T906A/T1007A slices exhibited SLEs (SI Appendix, Fig. S7A); however, the onset to the first SLE was delayed in the KCC2-T906A/T1007A slices (WT: 8.007 ± 0.5735 min, n = 11; T906A/T1007A: 10.25 ± 0.7067 min, n = 9; P = 0.0228) (SI Appendix, Fig. S7B). The KCC2-T906A/T1007A slices also spent less time in epileptiform activity than WT slices (WT: 50.5 ± 5.4%, n = 11; T906A/T1007A: 29.0 ± 5.6%, n = 9; P = 0.0134) (SI Appendix, Fig. S7C). Interestingly, seizure activity progressed into late-recurrent discharges in 100% of WT slices, but in only 75% of KCC2-T906A/T1007A slices (SI Appendix, Fig. S7D). Interestingly, we detected lower levels of beta (WT: 1.16 ± 0.23 µV2, n = 11; T906A/T1007A: 0.44 ± 0.09 µV2, n = 9; P = 0.0154) and gamma (WT: 0.33 ± 0.07 µV2, n = 11; T906A/T1007A: 0.10 ± 0.03 µV2, n = 9; P = 0.0143) power during the KCC2-T906A/T1007A SLEs compared with WT SLEs (SI Appendix, Fig. S8 A and B).
Increased KCC2 Function Attenuates Seizure-Like Activity and Severity in Vivo.
We then examined seizure activity in vivo. We recorded EEG activity from mice injected with the chemoconvulsant kainate, which induces discrete convulsions that often degenerates into SE, where seizure activity is continuous and fails to self-terminate (Fig. 4A). Critically, KCC2-T1007 phosphorylation was increased in WT mice 1 h after kainate injection (150 ± 17% of WT littermates, n = 5; P = 0.0193) (SI Appendix, Fig. S9), which is consistent with a phosphorylation-dependent decrease of KCC2 function (33). Through analysis of the electrographic activity, we found that the onset of the first tonic seizure was delayed in the T906A/T1007A mice compared with the WT mice (137 ± 16% of WT littermates, n = 9; P = 0.0376) (Fig. 4B). As kainate is such a severe model, many mice died from SE; however, the percentage of T906A/T1007A mice that died was substantially reduced compared with WT (WT: 42.1%, n = 19; T906A/T1007A: 23.5%, n = 17) (pooled data from EEG- and non-EEG−implanted mice), and the time of death was comparatively delayed (Fig. 4C). Power spectral density analysis of the first 1 h after kainate injection revealed that the relative gamma power (50 Hz to 100 Hz) was reduced in the T906A/T1007A mice (WT: 11 ± 2% total power, n = 10; T906A/T1007A: 5 ± 1% total power, n = 7; P = 0.0140) (Fig. 4 D and E). Therefore, prevention of phosphorylation-dependent inhibition of KCC2 in T906A/T1007A mice mitigated seizure-induced increases in high-frequency activity.
KCC2-T906A/T1007A Mutations Resist EGABA Depolarization Under Hyperexcitable Conditions by Enhancing Rate of Cl− Extrusion.
Seizure activity causes rapid accumulation of [Cl−]i; thus we wanted to simulate neuronal hyperexcitability and assess the impact of these conditions on GABAA currents. WT and T906A/T1007A hippocampal neurons were exposed to three consecutive pulses of glutamate (10 s per pulse, 20 μM), which induces membrane depolarization and increased neuronal firing (30, 39). Inhibitory postsynaptic potentials occurring in conjunction with the membrane depolarization drive Cl− into the cell, leading to a rapid loss of hyperpolarizing GABAA signaling (Fig. 5A).
Baseline EGABA measurements again revealed increased KCC2 activity in the T906A/T1007A neurons (WT: −84.6 ± 2.9 mV, n = 15; T906A/T1007A: −111.7 ± 1.2 mV, n = 14; P < 0.0001), giving values that were equivalent to [Cl−]i values of 6.7 ± 0.8 mM for WT and 2.2 ± 0.1 mM for the T906A/T1007A neurons (P < 0.0001, compared with WT controls). Immediately after the glutamate exposure, EGABA values shifted to −39.1 ± 2.9 mV (n = 14) for WT neurons and −62.7 ± 5.2 mV for T906A/T1007A neurons (n = 12; P = 0.0004, compared with WT controls). The corresponding [Cl−]i values were 36.7 ± 3.7 mM for WT neurons and 16.7 ± 2.5 mM for T906A/T1007A neurons, indicating that glutamate induced a significantly smaller Cl− load in the mutants (P = 0.0002). We then assessed the ability of these neurons to recover from these activity-induced Cl− shifts (40). Three minutes after glutamate exposure, WT EGABA values were −55.6 ± 4.6 mV (n = 13), equivalent to Cl− values of 22.0 ± 4.0 mM, and T906A/T1007A EGABA values were −93.0 ± 6.5 mV (n = 13), equivalent to Cl− values of 6.8 ± 2.1 mM, both of which were significantly lower than the WT values (EGABA P < 0.0001; Cl− P = 0.0032) (Fig. 5 B and C). Importantly, the glutamate-induced Cl− shift was reduced in T906A/T1007A neurons compared with WT (WT: 30.2 ± 3.9 mM, n = 14; T906A/T1007A: 14.4 ± 2.5 mM, n = 12; P = 0.003), demonstrating that the T906A/T1007A neurons were more resistant to Cl− loading under hyperexcitable conditions than WT neurons (Fig. 5D).
To directly compare the rate of Cl− extrusion between WT and T906A/T1007A neurons, we employed a whole-cell patch-clamp Cl− loading assay (22, 41). By imposing a 32-mM Cl− load through the patch pipette, the subsequent measurement of EGABA reports the degree to which these neurons were able to extrude a fixed amount of Cl− (Fig. 6A). Without KCC2 activity, the Nernst equation dictates that neurons should have an EGABA value of −39 mV when loaded with 32 mM [Cl−]i. Both WT and T906A/T1007A neurons displayed resting EGABA values that were more negative than the predicted value, indicating the presence of a functional Cl− extrusion mechanism. The EGABA values were more negative in T906A/T1007A neurons compared with those of WT (WT: −51.1 ± 1.7 mV, n = 14; T906A/T1007A: −67.8 ± 2.8 mV, n = 14; P < 0.0001), which were equivalent to 20.8 ± 1.1 mM [Cl−]i for WT neurons and 11.3 ± 1.0 mM [Cl−]i for T906A/T1007A neurons (P < 0.0001) (Fig. 6 B and C). The EGABA values shifted to statistically equivalent values between WT and T906A/T1007A neurons in the presence of the specific KCC2 inhibitor VU0463271 (WT: −38.8 ± 1.7 mV, n = 14; T906A/T1007A: −39.3 ± 0.7 mV, n = 13; P = 0.7669) (Fig. 6 B and C). Conversion of these values to [Cl−]i revealed the validity of this assay, as the Cl− values of WT (33.8 ± 2.5 mM) and T906A/T1007A (32.3 ± 1.0 mM) neurons were statistically similar to each other (P = 0.5741) and neither deviated from the pipette-imposed Cl− load of 32 mM (WT P = 0.47; T906A/T1007A P = 0.78) (Fig. 6C). This demonstrated that these deviations from the predicted Nernst potentials and imposed Cl− loads from the pipette were due to KCC2 activity. Moreover, the amplitude of the VU0463271-induced Cl− shift indicated that the concentration of Cl− that was extruded under baseline conditions was greater in the T906A/T1007A neurons (WT: 13.1 ± 2.5 mM, n = 14; T906A/T1007A: 20.8 ± 1.6 mM, n = 13; P = 0.018) (Fig. 6D). This demonstrated that the T906A/T1007A mutations enable more rapid KCC2-mediated Cl− extrusion, facilitating the efficacy of synaptic inhibition under conditions of high intracellular Cl−.
Discussion
We have determined that preventing phosphorylation of KCC2 at threonines 906 and 1007 is sufficient to enhance KCC2 activity in vivo. These mutations limited loss of synaptic inhibition during hyperexcitable conditions by enhancing the rate of KCC2-mediated Cl− extrusion. This was sufficient to delay the onset and severity of chemoconvulsant-induced seizure activity in vitro and in vivo, suggesting that enhancing KCC2 function may be an effective therapeutic strategy for epilepsy.
Interestingly, the KCC2-T906A/T1007A mutations did not impact KCC2 surface expression, indicating that the enhanced Cl− extrusion cannot simply be explained by more KCC2 protein on the cell surface. These mutations must be altering the functional capacity of KCC2 through direct alteration of its kinetic properties. This may be through modulation of the net velocity of Cl− transport in a manner similar to phosphorylation-initiated cross-linking of NKCC1 transmembrane domains that ultimately lock it in active/inactive states (42). On the other hand, these KCC2 mutations could increase the affinity of KCC2 for Cl−. Given that KCC2-T906A/T1007A neurons equilibrate at more negative EGABA values under basal conditions when Cl− entry is limited, an increased affinity is a more likely mechanism, as this would enable Cl− detection and extrusion beyond the threshold for WT. This “dual-affinity” model of KCC2 may be similar to nitrate transporters, which exhibit phosphorylation-dependent switching between high- and low-affinity states (43, 44). How (de)phosphorylation of the C terminus of KCC2 can translate to the transmembrane domain to modulate KCC2 activity remains to be determined. Structure−function studies could clarify this process, which may lead to a rational medicinal chemical strategy that exploits this mechanism to directly activate KCC2.
The mechanisms underlying ictogenesis are not well understood. Interneuron firing increases at the onset of ictal events in vitro, indicating a paradoxical role of excess GABAergic activity underlying ictogenesis (17, 45). Prolonged GABAA conductance, particularly when concurrent with membrane depolarization, degrades the efficacy of synaptic inhibition due to Cl− loading, which abolishes hyperpolarizing GABAA currents (39, 40). Artificially loading pyramidal neurons with Cl− raises network excitability and triggers full ictal events in the presence of subictal concentrations of 4-AP, clearly indicating a role for elevated [Cl−]i during ictogenesis (19). Our demonstration that enhanced KCC2 activity limited Cl− loading and delayed chemoconvulsant-induced seizure onset further supports Cl− dysregulation as a major factor for seizure initiation.
Optogenetic removal of intracellular Cl− during seizure-like activity reduces epileptiform activity and promotes termination of seizure-like activity in vitro (18, 46) suggesting Cl− loading is a key factor in maintaining seizure activity. Indeed, chloride extrusion and subsequent restoration of fast synaptic inhibition is necessary for seizure termination, as KCC2 inhibition leads to rapid SE entry in in vitro seizure models (demonstrated here and by refs. 12 and 37). In line with this, we have demonstrated that specifically increasing the rate of KCC2-mediated Cl− extrusion is sufficient to prevent SE in the 4-AP in vitro seizure model. Interestingly, disrupted Cl− gradients during SE may underlie the lack of efficacy of benzodiazepines in these patients (13, 14, 39, 47), suggesting restoration of Cl− homeostasis may have potential for treating this life-threatening medical emergency.
EGABA depolarization elicits high-frequency oscillations in epileptic circuits (19), suggesting Cl− loading may facilitate the induction of high-frequency activity during seizures. Our demonstration that increased KCC2-mediated Cl− extrusion mitigates this high-frequency activity during seizures in vitro and in vivo highlights depolarizing GABA as a key contributing factor in the induction of pathological neuronal synchronization. This may reflect limited spreading of pathological neuronal synchronization across multiple brain regions, which may be responsible for the reduced kainate-induced lethality seen in these mice. As only male mice were used in these experiments, future studies on female mice would prove interesting.
Epileptic patients have reduced KCC2 protein levels; however, some KCC2 protein is retained, indicating an untapped potential for targeting KCC2 T906 and T1007 phosphorylation to restore KCC2 function. The powerful chemoconvulsants used in this study rapidly remove and degrade KCC2 from the cell membrane (30, 48), far more than what is observed in human epileptic tissue; thus it is possible that increasing KCC2 function in patients will be efficacious in reducing seizures.
In conclusion, we report that increasing KCC2 function in vivo is sufficient to reduce chemoconvulsant-induced seizure activity and severity. This highlights KCC2 as a seizure-limiting protein and suggests it could be a therapeutic target for seizure disorders. No direct pharmacological activators of KCC2 currently exist (33), but our work suggests the discovery of such agents may have promising outcomes for alleviating seizures in patients with epilepsy.
Materials and Methods
Electrophysiology.
The perforated patch-clamp technique was used to obtain basal EGABA measurements and EGABA values in the glutamate challenge experiments. The whole-cell patch-clamp technique was used for the neuronal Cl− loading assay. Extracellular field recordings were used to detect SLEs in horizontal brain slices induced using 4-AP or 0-Mg2+. Power analysis was performed using Labchart software.
Biochemistry.
Surface KCC2 expression was visualized using slice biotinylation followed by SDS/PAGE and Western blotting. KCC2-T1007 phosphorylation was detected by isolating KCC2 using immunoprecipitation followed by SDS/PAGE and Western blotting, and measured using an antibody specific for KCC2-T1007 phosphorylation (32).
EEG.
All animal studies were performed with protocols approved by the Institutional Animal Care and Use Committee of Tufts New England Medical Center. Prefabricated head mounts (two-channel, catalog #8201; Pinnacle Technology) to record EEGs were glued to the skull of anesthetized mice, and the mice were left to recover for 5 days. Kainate was injected into the mice to induce seizures, and EEG activity was recorded using Sirenia Acquisition software. Power analysis was performed using Labchart software.
Supplementary Material
Acknowledgments
This work was supported by funding from National Institutes of Health (NIH)-National Institute of Neurological Disorders and Stroke (NINDS) Grants NS101888 (to T.Z.D. and S.J.M.), NS081735 (to S.J.M.), and NS087662 (to S.J.M.); National Institute of Mental Health (NIMH) Grants MH097446 and MH106954 (to S.J.M.); a predoctoral fellowship from American Epilepsy Society (to Y.E.M.); and NIH-National Institute on Drug Abuse Grant DA037170 (to S.J.M.).
Footnotes
Conflict of interest: N.J.B. is a full-time employee and shareholder of AstraZeneca. S.J.M. serves as a consultant for SAGE Therapeutics and AstraZeneca, relationships that are regulated by Tufts University.
This article is a PNAS Direct Submission.
This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10.1073/pnas.1810134115/-/DCSupplemental.
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