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Kullmann, D. M.

Publications and source records attributed to Kullmann, D. M..

At least 19 recordsLinked to original sources

NDNF+ interneurons have a privileged role in regulating cortical excitability

Cortical processing depends critically on the precise modulation of excitatory activity by a diverse population of GABAergic interneurons. Among these, neuron-derived neurotrophic factor-expressing (NDNF+) interneurons have been proposed to be "master regulators" of cortical microcircuits. While their role in coordinating physiological cortical activity is beginning to be understood, their contribution to restraining hyperexcitability during epileptiform activity remains unexplored. To address this, we employed calcium imaging, optogenetics, and chemogenetics in an NDNF-Cre mouse line to investigate how NDNF+ interneurons influence cortical hyperactivity and spontaneous seizures. Our results demonstrate that NDNF+ interneurons are actively recruited during interictal spikes and focal seizures, although more slowly than parvalbumin-positive interneurons. Optogenetic hyperpolarization of NDNF+ interneurons exacerbates epileptic discharges, whereas their depolarization suppresses focal seizures, even when the optogenetic stimulus is delayed by several seconds from seizure onset. This effect is largely mediated by GABAB receptor signalling. Additionally, chemogenetic depolarization of NDNF+ interneurons has robust antiepileptic effects both ex vivo and in vivo. Collectively, these findings establish NDNF+ neurons as key regulators of cortical excitability and identify them as promising cellular targets for the development of anti-epileptic therapies.

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Interplay of synaptic and backpropagating signals in neurogliaform dendrites

Inhibitory interneurons are conventionally thought to support precise timing of neural activity and regulation of circuit excitability, whilst principal neurons are the main locus of synaptic plasticity. Recent evidence for long-term potentiation (LTP) at glutamatergic synapses on GABAergic interneurons calls for close attention to the sub-cellular phenomena that underlie the induction of plasticity in aspiny dendrites. Neurogliaform interneurons, in particular, exhibit large NMDA receptor-mediated currents, robust Hebbian LTP and pronounced supralinear summation of glutamatergic signals converging on dendritic compartments. Unlike pyramidal neurons, however, dendritic supralinearity in interneurons operates independently of sodium channels. Here we investigate the principles governing supralinear synaptic integration and how it interacts with backpropagating action potentials in the context of synaptic plasticity. We developed a biophysically realistic, multi-compartmental model of a murine hippocampal neurogliaform interneuron, with dendritic architecture and ion channel densities tuned to match ex vivo recordings. The interaction of synaptic inputs and action potential were validated with patch-clamp electrophysiology and two-photon imaging of dendritic calcium-dependent fluorescence transients. We show that, whether simulated glutamatergic excitatory postsynaptic potentials are clustered on a dendritic fragment or dispersed across the entire arbor, they summate supralinearly as assessed from the calculated somatic voltage response. Clustered inputs however induce more pronounced local depolarizations and calcium transients than dispersed inputs. Action potentials generated at the soma backpropagate throughout the dendritic arbor but are attenuated at branch points. Coincident synaptic input and backpropagating action potentials relieve this attenuation, further enhance dendritic depolarizations, and greatly potentiate calcium influx via NMDA receptors. Despite differences in dendritic anatomy and in the roles of sodium channels, the interplay of orthodromic and antidromic voltage propagation and resultant calcium signal amplification exhibits remarkable similarities between neurogliaform interneurons and principal cells. Author summaryLearning and memory are believed to rely in large part on the brains ability to strengthen excitatory connections among principal cells. Potentiation of excitation must however be balanced by inhibition. Our study focuses on a key player in this balancing act: the neurogliaform interneuron, which exerts a powerful inhibition of the apical dendrites of principal neurons in the cortex and hippocampus. Recent work has revealed that both principal neurons and neurogliaform interneurons amplify coincident excitatory signals in their extensively branching dendrites. Key to the induction of synaptic potentiation is the coincidence of orthodromic depolarization arising from synapses and action potentials generated at or near the cell body. We asked how these electrical signals interact, using a blend of computer simulations and experimental manipulations. Unlike principal neurons, neurogliaform interneurons are devoid of dendritic spines, and voltage-gated sodium channels are dispensable for boosting of synaptic depolarization. Nevertheless, the core principle that coincident orthodromic and antidromic signals leads to widespread depolarization spreading throughout the dendritic arbor is conserved between these neurons. The conclusions of this work shed light not only on healthy brain function but also on common disorders such as epilepsy and schizophrenia, which abnormal dendritic function has been implicated.

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NMDAR-dependent supralinear dendritic integration in murine neurogliaform interneurons

Non-linear summation of synaptic inputs to the dendrites of pyramidal neurons has been proposed to increase the computation capacity of neurons through coincidence detection, signal amplification, and additional logic operations such as XOR. Supralinear dendritic integration has been documented extensively in principal neurons, mediated by several voltage-dependent conductances. It has also been reported in parvalbumin-positive hippocampal basket cells, in dendrites innervated by feedback excitatory synapses. Whether other interneurons, which support feed-forward or feedback inhibition of principal neuron dendrites, also exhibit local non-linear integration of synaptic excitation is not known. Here we use patch-clamp electrophysiology, and 2-photon calcium imaging and glutamate uncaging, to show that supralinear dendritic integration of near-synchronous spatially clustered glutamate-receptor mediated depolarization occurs in NDNF-positive neurogliaform cells and oriens-lacunosum moleculare interneurons in the mouse hippocampus. Supralinear summation was detected via recordings of somatic depolarizations elicited by uncaging of glutamate on dendritic fragments, and, in neurogliaform cells, by concurrent imaging of dendritic calcium transients. Supralinearity was abolished by blocking NMDA receptors (NMDARs) but resisted blockade of voltage-gated sodium channels. Blocking L-type calcium channels abolished supralinear calcium signalling but only had a minor effect on voltage supralinearity. Dendritic boosting of spatially clustered synaptic signals argues for previously unappreciated computational complexity in dendrite-projecting inhibitory cells of the hippocampus.

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Reusable, flexible, and lightweight chronic implants for Neuropixels probes

Electrophysiology has proven invaluable to record neural activity, and the development of Neuropixels probes dramatically increased the number of recorded neurons. These probes are often implanted acutely, but acute recordings cannot be performed in freely moving animals and the recorded neurons cannot be tracked across days. To study key behaviors such as navigation, learning, and memory formation, the probes must be implanted chronically. An ideal chronic implant should (1) allow stable recordings of neurons for weeks; (2) allow reuse of the probes after explantation; (3) be light enough for use in mice. Here, we present the "Apollo Implant", an open-source and editable device that meets these criteria and accommodates up to two Neuropixels 1.0 or 2.0 probes. The implant comprises a "payload" module which is attached to the probe and is recoverable, and a "docking" module which is cemented to the skull. The design is adjustable, making it easy to change the distance between probes, the angle of insertion, and the depth of insertion. We tested the implant across eight labs in head-fixed mice, freely moving mice, and freely moving rats. The number of neurons recorded across days was stable, even after repeated implantations of the same probe. The Apollo implant provides an inexpensive, lightweight, and flexible solution for reusable chronic Neuropixels recordings.

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Anti-seizure Gene Therapy for Focal Cortical Dysplasia

Focal Cortical Dysplasias (FCDs) are a common subtype of malformation of cortical development, which frequently present with a spectrum of cognitive and behavioural abnormalities as well as pharmacoresistant epilepsy. FCD type II is typically caused by somatic mutations resulting in mTOR hyperactivity, and is the commonest pathology found in children undergoing epilepsy surgery. However, surgical resection does not always result in seizure freedom, and is often precluded by proximity to eloquent brain regions. Gene therapy is a promising potential alternative treatment and may be appropriate in cases that represent an unacceptable surgical risk. Here, we evaluated a gene therapy based on overexpression of the Kv1.1 potassium channel in a mouse model of frontal lobe FCD. An engineered potassium channel (EKC) transgene was placed under control of a human promoter that biases expression towards principal neurons (CAMK2A) and packaged in an adeno-associated viral vector (AAV9). We used an established FCD model generated by in utero electroporation of frontal lobe neural progenitors with a constitutively active human RHEB plasmid, an activator of mTOR Complex 1. First, we further characterised this by quantifying electrocorticograms and behavioural abnormalities, both in mice developing spontaneous generalised seizures and in mice only exhibiting abnormal interictal discharges. Then, using continuous video-electrocorticogram recordings from epileptic mice before and after injection of AAV9-CAMK2A-EKC in the dysplastic region, we observed a robust decrease in the frequency of seizures and in interictal activity, compared to mice injected with a control viral vector. Despite the robust anti-epileptic effect of the treatment, there was neither an improvement nor a worsening of performance in behavioural tests sensitive to frontal lobe function. AAV9-CAMK2A-EKC had no effect on interictal activity or behaviour in non-epileptic mice. AAV9-CAMK2A-EKC gene therapy is a promising therapy with translational potential to treat the epileptic phenotype of mTOR-related malformations of cortical development. Cognitive and behavioural co-morbidities may, however, resist an intervention aimed at reducing circuit excitability.

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Developmental instability of CA1 pyramidal cells in Dravet Syndrome

Dravet Syndrome (DS) is mostly caused by heterozygous loss-of-function mutations in the voltage-gated sodium channel SCN1A (Nav1.1), thought to result in severe epilepsy and neurodevelopmental impairment due to reduced interneuron excitability. Recent studies in mouse models suggest that an "interneuronopathy" alone does not completely explain all the cellular and network impairments seen in DS. Here, we investigated the development of the intrinsic, synaptic, and network properties of CA1 pyramidal cells in a DS model prior to the appearance of overt seizures. We report that CA1 pyramidal cell development is disrupted by loss of Scn1a, and propose that this is explained by a period of reduced intrinsic excitability in early postnatal life, during which Scn1a is normally expressed in hippocampal pyramidal cells. We also use a novel ex vivo model of homeostatic plasticity to show an instability in homeostatic response during DS epileptogenesis. This study provides evidence for an important role of Scn1a haploinsufficiency in pyramidal cells in the pathophysiology of DS.

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Extrasynaptic GABA waves underlie epileptiform rhythms in the hippocampal network

Mechanisms that entrain and drive rhythmic epileptiform discharges remain debated. Traditionally, this quest has been focusing on interneuronal networks driven by GABAergic connections that activate synaptic or extrasynaptic receptors. However, synchronised interneuronal discharges could also trigger a transient elevation of extracellular GABA across the tissue volume, thus raising tonic GABAA receptor conductance (Gtonic) in multiple cells. Here, we use patch-clamp GABA sniffer and optical GABA sensor to show that periodic epileptiform discharges are preceded by region-wide, rising waves of extracellular GABA. Neural network simulations that incorporate volume-transmitted GABA signals point to mechanistic principles underpinning this relationship. We validate this hypothesis using simultaneous patch-clamp recordings from multiple nerve cells, selective optogenetic stimulation of fast-spiking interneurons. Critically, we manipulate GABA uptake to suppress extracellular GABA waves but not synaptic GABAergic transmission, which shows a clear effect on rhythm generation. Our findings thus unveil a key role of extrasynaptic, volume-transmitted GABA actions in pacing regenerative rhythmic activity in brain networks.

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Extracellular glutamate and GABA transients at the transition from interictal spiking to seizures

Focal epilepsy is associated with intermittent brief population discharges (interictal spikes), which resemble sentinel spikes that often occur at the onset of seizures. Why interictal spikes self-terminate whilst seizures persist and propagate is incompletely understood. We used fluorescent glutamate and GABA sensors in an awake rodent model of neocortical seizures to resolve the spatiotemporal evolution of both neurotransmitters in the extracellular space. Interictal spikes were accompanied by brief glutamate transients which were maximal at the initiation site and rapidly propagated centrifugally. GABA transients lasted longer than glutamate transients and were maximal [~]1.5 mm from the focus where they propagated centripetally. Prior to seizure initiation GABA transients were attenuated, whilst glutamate transients increased, consistent with a progressive failure of local inhibitory restraint. As seizures increased in frequency, there was a gradual increase in the spatial extent of spike-associated glutamate transients associated with interictal spikes. Neurotransmitter imaging thus reveals a progressive collapse of an annulus of feed-forward GABA release, allowing seizures to escape from local inhibitory restraint.

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Learning to live with Dale's principle: ANNs with separate excitatory and inhibitory units

AO_SCPLOWBSTRACTC_SCPLOWThe units in artificial neural networks (ANNs) can be thought of as abstractions of biological neurons, and ANNs are increasingly used in neuroscience research. However, there are many important differences between ANN units and real neurons. One of the most notable is the absence of Dales principle, which ensures that biological neurons are either exclusively excitatory or inhibitory. Dales principle is typically left out of ANNs because its inclusion impairs learning. This is problematic, because one of the great advantages of ANNs for neuroscience research is their ability to learn complicated, realistic tasks. Here, by taking inspiration from feedforward inhibitory interneurons in the brain we show that we can develop ANNs with separate populations of excitatory and inhibitory units that learn just as well as standard ANNs. We call these networks Dales ANNs (DANNs). We present two insights that enable DANNs to learn well: (1) DANNs are related to normalization schemes, and can be initialized such that the inhibition centres and standardizes the excitatory activity, (2) updates to inhibitory neuron parameters should be scaled using corrections based on the Fisher Information matrix. These results demonstrate how ANNs that respect Dales principle can be built without sacrificing learning performance, which is important for future work using ANNs as models of the brain. The results may also have interesting implications for how inhibitory plasticity in the real brain operates.

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Alternative splicing tunes sodium channels to support channel- and neuron- specific effects

Neuronal excitability is tightly regulated, requiring rapidly activating and inactivating voltage-gated sodium channels to allow accurate temporal encoding of information. Alternative splicing greatly broadens the repertoire of channels, but the adaptive significance of this phenomenon is incompletely understood. An alternative splicing event that is conserved across vertebrates affects part of the first domain of sodium channels and modulates their availability after inactivation. Here we use this conserved splicing event to ask whether this modulation has consistent effects in different neuronal backgrounds, or whether a conserved splicing event can be exploited to produce distinct effects in different cell types. We show that the consequences of alternate splicing of human Nav1.1 and Nav1.2 for neuronal activity depend on whether they are expressed in the cell types where they normally predominate (interneurons or excitatory neurons, respectively). Splicing in the adult isoform in both channels is sufficient to slow action potential rise times in all neurons. However, changes to both action potential half width and maximal firing rate are specific to cell type and channel, with each channel appearing tuned to mediate effects in its predominant neuronal background. Finally, we use dynamic clamp to demonstrate that alternative splicing in Nav1.1 changes how interneurons fire during epileptiform events. Our data show that, for sodium channels, despite conserved amino acid changes and similar effects on channel gating, alternative splicing has distinct impacts on neuronal properties, thus highlighting how closely sodium channels are tuned to distinct cellular backgrounds.

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A knock-in Drosophila model supports a conserved link between potassium channelopathy and involuntary movement

BackgroundGenetic and in vitro studies have linked a heterozygous gain-of-function mutation (D434G) in the hSlo1 BK (Big potassium) channel to paroxysmal dyskinesia. However, support for this linkage from in vivo models has been lacking. ObjectivesWe aimed to re-create the equivalent mutation to hSlo1 D434G in the fruit fly, Drosophila, and examine how this mutation altered movement and action potential waveforms. MethodsWe generated a knock-in Drosophila model of hSlo1 D434G. We used video-tracking and infra-red beam-break systems to test whether locomotion was altered in this model, and patch-clamp electrophysiology to determine how the mutation affected action potential waveforms. ResultsWe identified profound motor dysfunction and sporadic leg twitches, as well as a reduced width and an enhancement of the afterhyperpolarization phase of action potentials, in the model background. ConclusionOur results support a conserved relationship between enhanced BK channel function and disrupted motor control across distantly related species.

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Long-term synaptic plasticity in hippocampal neurogliaform interneurons

Apical dendrites of pyramidal neurons integrate information from higher-order cortex and thalamus, and gate signaling and plasticity at proximal synapses. In the hippocampus, neurogliaform cells and other interneurons located within stratum lacunosum-moleculare mediate powerful inhibition of CA1 pyramidal neuron distal dendrites. Is the recruitment of such inhibition itself subject to use-dependent plasticity, and if so, what induction rules apply? Here we show that interneurons in mouse stratum lacunosum-moleculare exhibit Hebbian NMDA receptor-dependent long-term potentiation (LTP). Such plasticity can be induced by selective optogenetic stimulation of afferent fibers in the temporoammonic pathway from the entorhinal cortex, but not by equivalent stimulation of afferents from the thalamic nucleus reuniens. We further show that theta-burst patterns of afferent firing induces LTP in neurogliaform interneurons identified using neuron-derived neurotrophic factor (Ndnf)-Cre mice. Theta-burst activity of entorhinal cortex afferents led to an increase in disynaptic feed-forward inhibition, but not monosynaptic excitation, of CA1 pyramidal neurons. Activity-dependent synaptic plasticity of neurogliaform cells in stratum lacunosum-moleculare thus alters the excitation-inhibition balance at entorhinal cortex inputs to the apical dendrites of pyramidal neurons, implying a dynamic role for these interneurons in gating CA1 dendritic computations. Significance statementElectrogenic phenomena in distal dendrites of principal neurons in the hippocampus have a major role in gating synaptic plasticity at afferent synapses on proximal dendrites. Apical dendrites also receive powerful feed-forward inhibition mediated in large part by neurogliaform neurons. Here we show that theta-burst activity in afferents from the entorhinal cortex induces Hebbian long-term potentiation at excitatory synapses recruiting these GABAergic cells. Such LTP increases disynaptic inhibition of principal neurons, thus shifting the excitation-inhibition balance in the temporoammonic pathway in favor of inhibition, with implications for computations and learning rules in proximal dendrites.

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Olanzapine: a full and potent agonist at the hM4D(Gi) DREADD amenable to clinical translation of chemogenetics

Designer receptors exclusively activated by designer drugs (DREADDs) derived from muscarinic receptors are a powerful tool to test causality in basic neuroscience, but are also potentially amenable to clinical translation. A major obstacle is however that the widely-used agonist clozapine-N-oxide undergoes conversion to clozapine, which penetrates the blood-brain barrier but has an unfavorable side effect profile. Perlapine has been reported to activate DREADDs at nanomolar concentrations, but is not approved for use in humans by the Food and Drug Administration or European Medicines Agency, limiting its translational potential. Here we report that the atypical antipsychotic drug olanzapine, widely available in various formulations, is a full and potent agonist of the human muscarinic-receptor M4-based DREADD, facilitating clinical translation of chemogenetics to treat CNS diseases.

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CRISPRa-mediated Kcna1 upregulation decreases neuronal excitability and suppresses seizures in a rodent model of temporal lobe epilepsy

Epilepsy is a major health burden, calling for new mechanistic and therapeutic insights. CRISPR-mediated gene editing shows promise to cure genetic pathologies, although hitherto it has mostly been applied ex-vivo. Its translational potential for treating non-genetic pathologies is still unexplored. Furthermore, neurological diseases represent an important challenge for the application of CRISPR, because of the need in many cases to manipulate gene function of neurons in situ. A variant of CRISPR, CRISPRa, offers the possibility to modulate the expression of endogenous genes by directly targeting their promoters. We asked if this strategy can effectively treat acquired focal epilepsy, focusing on ion channels because their manipulation is known be effective in changing network hyperactivity and hypersynchronisation. We applied a doxycycline-inducible CRISPRa technology to increase the expression of the potassium channel gene Kcna1 (encoding Kv1.1) in mouse hippocampal excitatory neurons. CRISPRa-mediated Kv1.1 upregulation led to a substantial decrease in neuronal excitability. Continuous video-EEG telemetry showed that AAV9-mediated delivery of CRISPRa, upon doxycycline administration, decreased spontaneous generalized tonic-clonic seizures in a model of temporal lobe epilepsy, and rescued cognitive impairment and transcriptomic alterations associated with chronic epilepsy. The focal treatment minimizes concerns about off-target effects in other organs and brain areas. This study provides the proof of principle for a translational CRISPR-based approach to treat neurological diseases characterized by abnormal circuit excitability.

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A genetically encoded fluorescent sensor for in vivo imaging of GABA

Current techniques for monitoring GABA, the primary inhibitory neurotransmitter in vertebrates, cannot follow ephemeral transients in intact neural circuits. We applied the design principles used to create iGluSnFR, a fluorescent reporter of synaptic glutamate, to develop a GABA sensor using a protein derived from a previously unsequenced Pseudomonas fluorescens strain. Structure-guided mutagenesis and library screening led to a usable iGABASnFR ({Delta}F/Fmax ~ 2.5, Kd ~ 9 M, good specificity, adequate kinetics). iGABASnFR is genetically encoded, detects single action potential-evoked GABA release events in culture, and produces readily detectable fluorescence increases in vivo in mice and zebrafish. iGABASnFR enabled tracking of: (1) mitochondrial GABA content and its modulation by an anticonvulsant; (2) swimming-evoked GABAergic transmission in zebrafish cerebellum; (3) GABA release events during inter-ictal spikes and seizures in awake mice; and (4) GABAergic tone decreases during isoflurane anesthesia. iGABASnFR will permit high spatiotemporal resolution of GABA signaling in intact preparations.

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Epilepsy gene therapy using non-integrating lentiviral delivery of an engineered potassium channel gene

Refractory focal neocortical epilepsy is a devastating disease for which there is frequently no effective treatment. Gene therapy represents a promising alternative, but treating epilepsy in this way involves irreversible changes to brain tissue, so vector design must be carefully optimized to guarantee safety without compromising efficacy. We set out to develop an epilepsy gene therapy vector optimized for clinical translation. The gene encoding the voltage-gated potassium channel Kv1.1, KCNA1, was codon-optimized for human expression and mutated to accelerate the channels recovery from inactivation. For improved safety, this engineered potassium channel (EKC) gene was packaged into a non-integrating lentiviral vector under the control of a cell type-specific CAMK2A promoter. In a blinded, randomized, placebo-controlled pre-clinical trial, the EKC lentivector robustly reduced seizure frequency in a rat model of focal neocortical epilepsy characterized by discrete spontaneous seizures. This demonstration of efficacy in a clinically relevant setting, combined with the improved safety conferred by cell type-specific expression and integration-deficient delivery, identify EKC gene therapy as ready for clinical translation in the treatment of refractory focal epilepsy.

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Semiology, clustering, periodicity and natural history of seizures in an experimental visual cortical epilepsy model

ObjectiveTo characterize a rat model of focal neocortical epilepsy for use in developing novel therapeutic strategies in a type of epilepsy that represents a significant unmet need.\n\nMethodsIntracortical tetanus toxin (TeNT) injection was used to induce epilepsy in rats. Seizures and their behavioural manifestations were evaluated with continuous video-electrocorticography telemetry.\n\nResultsTeNT injection into rat primary visual cortex induced focal neocortical epilepsy without preceding status epilepticus. The latency to first seizure ranged from 3 to 7 days. Seizure duration was bimodal, with both short (approximately 30s) and long-lasting (>100s) seizures occurring in the same animals. Seizures were accompanied by non-motor features such as behavioural arrest, or motor seizures with or without evolution to generalized tonic-clonic seizures. Seizures were commoner during the sleep phase of a light-dark cycle. Seizure occurrence was not random, and tended to cluster with significantly higher probability of recurrence within 24 hours of a previous seizure. Across animals, the number of seizures in the first week could be used to predict the number of seizures in the following 22 days.\n\nSignificanceThe TeNT model of visual cortical epilepsy is a robust model of acquired focal neocortical epilepsy, and is well suited for preclinical evaluation of novel anti-epileptic strategies. We provide here a detailed analysis of the epilepsy phenotype, seizure activity, electrographic features, and the semiology. In addition we provide a predictive framework that can be used to reduce variation and consequently animal use in pre-clinical studies of potential treatments.\n\nKey PointsO_LITetanus toxin injection into rat visual cortex induces focal cortical epilepsy.\nC_LIO_LIElectrographic seizures were associated with non-motor and motor features with or without evolution to generalized tonic-clonic seizures.\nC_LIO_LISeizures could not be provoked by intermittent photic stimulation.\nC_LIO_LISeizures were clustered in time and exhibited a circadian variation in frequency.\nC_LIO_LIThe number of seizures in first week after seizure onset could be used to predict the total number of seizures in the following 3 weeks.\nC_LI

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Dendritic NMDA receptors in parvalbumin neurons enable strong and stable neuronal assemblies

Parvalbumin-expressing (PV+) GABAergic interneurons mediate feedforward and feedback inhibition and have a key role in gamma oscillations and information processing. The importance of fast synaptic recruitment, action potential initiation and repolarization, and rapid synchronous GABA release by PV+ cells is well established. In contrast, the functional significance of PV+ cell NMDA receptors (NMDARs), which generate relatively slow postsynaptic currents, is unclear. Underlining their importance, several studies implicate PV+ cell NMDAR disruption in impaired network function and circuit pathologies. Here, we show that dendritic NMDARs underlie supralinear integration of feedback excitation from local pyramidal neurons onto mouse CA1 PV+ cells. Furthermore, by incorporating NMDARs at feedback connections onto PV+ cells in spiking networks, we show that these receptors enable cooperative recruitment of PV+ interneurons, strengthening and stabilising principal cell assemblies. Failure of this phenomenon provides a parsimonious explanation for cognitive and sensory gating deficits in pathologies with impaired PV+ NMDAR signalling.

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