Predictive Features of Persistent Activity Emergence in Regular Spiking and Intrinsic Bursting Model Neurons

Proper functioning of working memory involves the expression of stimulus-selective persistent activity in pyramidal neurons of the prefrontal cortex (PFC), which refers to neural activity that persists for seconds beyond the end of the stimulus. The mechanisms which PFC pyramidal neurons use to discriminate between preferred vs. neutral inputs at the cellular level are largely unknown. Moreover, the presence of pyramidal cell subtypes with different firing patterns, such as regular spiking and intrinsic bursting, raises the question as to what their distinct role might be in persistent firing in the PFC. Here, we use a compartmental modeling approach to search for discriminatory features in the properties of incoming stimuli to a PFC pyramidal neuron and/or its response that signal which of these stimuli will result in persistent activity emergence. Furthermore, we use our modeling approach to study cell-type specific differences in persistent activity properties, via implementing a regular spiking (RS) and an intrinsic bursting (IB) model neuron. We identify synaptic location within the basal dendrites as a feature of stimulus selectivity. Specifically, persistent activity-inducing stimuli consist of activated synapses that are located more distally from the soma compared to non-inducing stimuli, in both model cells. In addition, the action potential (AP) latency and the first few inter-spike-intervals of the neuronal response can be used to reliably detect inducing vs. non-inducing inputs, suggesting a potential mechanism by which downstream neurons can rapidly decode the upcoming emergence of persistent activity. While the two model neurons did not differ in the coding features of persistent activity emergence, the properties of persistent activity, such as the firing pattern and the duration of temporally-restricted persistent activity were distinct. Collectively, our results pinpoint to specific features of the neuronal response to a given stimulus that code for its ability to induce persistent activity and predict differential roles of RS and IB neurons in persistent activity expression

Mice With Decreased Number of Interneurons Exhibit Aberrant Spontaneous and Oscillatory Activity in the Cortex

GABAergic (γ-aminobutyric acid) neurons are inhibitory neurons and protect neural tissue from excessive excitation. Cortical GABAergic neurons play a pivotal role for the generation of synchronized cortical network oscillations. Imbalance between excitatory and inhibitory mechanisms underlies many neuropsychiatric disorders and is correlated with abnormalities in oscillatory activity, especially in the gamma frequency range (30–80 Hz). We investigated the functional changes in cortical network activity in response to developmentally reduced inhibition in the adult mouse barrel cortex (BC). We used a mouse model that displays ∼50% fewer cortical interneurons due to the loss of Rac1 protein from Nkx2.1/Cre-expressing cells [Rac1 conditional knockout (cKO) mice], to examine how this developmental loss of cortical interneurons may affect basal synaptic transmission, synaptic plasticity, spontaneous activity, and neuronal oscillations in the adult BC. The decrease in the number of interneurons increased basal synaptic transmission, as examined by recording field excitatory postsynaptic potentials (fEPSPs) from layer II networks in the Rac1 cKO mouse cortex, decreased long-term potentiation (LTP) in response to tetanic stimulation but did not alter the pair-pulse ratio (PPR). Furthermore, under spontaneous recording conditions, Rac1 cKO brain slices exhibit enhanced sensitivity and susceptibility to emergent spontaneous activity. We also find that this developmental decrease in the number of cortical interneurons results in local neuronal networks with alterations in neuronal oscillations, exhibiting decreased power in low frequencies (delta, theta, alpha) and gamma frequency range (30–80 Hz) with an extra aberrant peak in high gamma frequency range (80–150 Hz). Therefore, our data show that disruption in GABAergic inhibition alters synaptic properties and plasticity, while it additionally disrupts the cortical neuronal synchronization in the adult BC

Effect of Neonatal Treatment With the NMDA Receptor Antagonist, MK-801, During Different Temporal Windows of Postnatal Period in Adult Prefrontal Cortical and Hippocampal Function

The neonatal MK-801 model of schizophrenia has been developed based on the neurodevelopmental and NMDA receptor hypofunction hypotheses of schizophrenia. This animal model is generated with the use of the NMDA receptor antagonist, MK-801, during different temporal windows of postnatal life of rodents leading to behavioral defects in adulthood. However, no studies have examined the role of specific postnatal time periods in the neonatal MK-801 (nMK-801) rodent model and the resulting behavioral and neurobiological effects. Thus, the goal of this study is to systematically investigate the role of NMDA hypofunction, during specific temporal windows in postnatal life on different cognitive and social behavioral paradigms, as well as various neurobiological effects during adulthood. Both female and male mice were injected intraperitoneally (i.p.) with MK-801 during postnatal days 7–14 (p7–14) or 11–15 (p11–15). Control mice were injected with saline during the respective time period. In adulthood, mice were tested in various cognitive and social behavioral tasks. Mice nMK-801-treated on p7–14 show impaired performance in the novel object, object-to-place, and temporal order object recognition (TOR) tasks, the sociability test, and contextual fear extinction. Mice nMK-801-treated on p11–15 only affects performance in the TOR task, the social memory test, and contextual fear extinction. No differences were identified in the expression of NMDA receptor subunits, the synapsin or PSD-95 proteins, either in the prefrontal cortex (PFC) or the hippocampus (HPC), brain regions significantly affected in schizophrenia. The number of parvalbumin (PV)-expressing cells is significantly reduced in the PFC, but not in the HPC, of nMK-801-treated mice on p7–14 compared to their controls. No differences in PV-expressing cells (PFC or HPC) were identified in nMK-801-treated mice on p11–15. We further examined PFC function by recording spontaneous activity in a solution that allows up state generation. We find that the frequency of up states is significantly reduced in both nMK-801-treated mice on p7–14 and p11–15 compared to saline-treated mice. Furthermore, we find adaptations in the gamma and high gamma activity in nMK-801-treated mice. In conclusion, our results show that MK-801 treatment during specific postnatal temporal windows has differential effects on cognitive and social behaviors, as well as on underlying neurobiological substrates

Corticolimbic Expression of TRPC4 and TRPC5 Channels in the Rodent Brain

The canonical transient receptor potential (TRPC) channels are a family of non-selective cation channels that are activated by increases in intracellular Ca2+ and Gq/phospholipase C-coupled receptors. We used quantitative real-time PCR, in situ hybridization, immunoblots and patch-clamp recording from several brain regions to examine the expression of the predominant TRPC channels in the rodent brain. Quantitative real-time PCR of the seven TRPC channels in the rodent brain revealed that TRPC4 and TRPC5 channels were the predominant TRPC subtypes in the adult rat brain. In situ hybridization histochemistry and immunoblotting further resolved a dense corticolimbic expression of the TRPC4 and TRPC5 channels. Total protein expression of HIP TRPC4 and 5 proteins increased throughout development and peaked late in adulthood (6–9 weeks). In adults, TRPC4 expression was high throughout the frontal cortex, lateral septum (LS), pyramidal cell layer of the hippocampus (HIP), dentate gyrus (DG), and ventral subiculum (vSUB). TRPC5 was highly expressed in the frontal cortex, pyramidal cell layer of the HIP, DG, and hypothalamus. Detailed examination of frontal cortical layer mRNA expression indicated TRPC4 mRNA is distributed throughout layers 2–6 of the prefrontal cortex (PFC), motor cortex (MCx), and somatosensory cortex (SCx). TRPC5 mRNA expression was concentrated specifically in the deep layers 5/6 and superficial layers 2/3 of the PFC and anterior cingulate. Patch-clamp recording indicated a strong metabotropic glutamate-activated cation current-mediated depolarization that was dependent on intracellular Ca2+and inhibited by protein kinase C in brain regions associated with dense TRPC4 or 5 expression and absent in regions lacking TRPC4 and 5 expression. Overall, the dense corticolimbic expression pattern suggests that these Gq/PLC coupled nonselective cation channels may be involved in learning, memory, and goal-directed behaviors

Encoding of Spatio-Temporal Input Characteristics by a CA1 Pyramidal Neuron Model

The in vivo activity of CA1 pyramidal neurons alternates between regular spiking and bursting, but how these changes affect information processing remains unclear. Using a detailed CA1 pyramidal neuron model, we investigate how timing and spatial arrangement variations in synaptic inputs to the distal and proximal dendritic layers influence the information content of model responses. We find that the temporal delay between activation of the two layers acts as a switch between excitability modes: short delays induce bursting while long delays decrease firing. For long delays, the average firing frequency of the model response discriminates spatially clustered from diffused inputs to the distal dendritic tree. For short delays, the onset latency and inter-spike-interval succession of model responses can accurately classify input signals as temporally close or distant and spatially clustered or diffused across different stimulation protocols. These findings suggest that a CA1 pyramidal neuron may be capable of encoding and transmitting presynaptic spatiotemporal information about the activity of the entorhinal cortex-hippocampal network to higher brain regions via the selective use of either a temporal or a rate code

Interplay of dendritic non-linearities and network size mediate persistent activity in a PFC microcircuit model

The ways in which neurons are embedded in a network to support various computations determines the functional output of the cortex. Recently, a number of in vivo studies have shown that dendritic integration in pyramidal neurons shapes neuronal function (Smith et al., 2013; Longordo et al., 2013) and that clusters of few reciprocally connected neurons are co-activated during behavioral tasks (Ko et al., 2011, 2013; Morishima et al., 2011). In the prefrontal cortex (PFC), such microcircuits are linked to persistent activity (prolonged spiking activity that exceeds stimulus presentation), which is the cellular correlate of working memory (Papoutsi et al., 2013). However, the effect of dendritic integration on the functional output of such small microcircuits has remained unexplored. In this work, we investigate the contribution of nonlinear dendritic properties to the induction and coding of upcoming state transitions in PFC microcircuits. Towards this goal we used a heavily constrained biophysical model of a layer 5 PFC microcircuit consisting of 7 pyramidal neurons and 2 interneurons implemented in the NEURON simulation environment. All neuron models are biophysically detailed but morphologically simplified and validated regarding their intrinsic, synaptic and connectivity properties (Papoutsi et al., 2013). Our results show that the non-linear integration of synaptic inputs at the basal dendrites of pyramidal neurons, mediated by the induction of NMDA spikes, is imperative for the emergence of the persistent state in the microcircuit: if synaptic drive is sufficient to induce NMDA spikes, the minimum network size required for persistent activity induction can be reduced down to 2 cells. In addition, slow synaptic mechanisms, such as the NMDA and GABAB currents, determine the ability of a given stimulus to induce persistent firing in the microcircuit model. On the other hand, the necessity for NMDA spikes disappears when persistent activity depends on larger scale networks (of the order of hundreds of neurons) with relaxed conductivity delays. Overall, this study zooms out from dendrites to cell assemblies and suggests that there is a tradeoff between dendritic non-linearities and network properties (size/connectivity) in mediating the short-memory function of the PFC

Effects of decreased inhibition on synaptic plasticity and dendritic morphology in the juvenile prefrontal cortex

Excitation-inhibition balance is critical for maintaining proper functioning of the cerebral cortex, as evident from electrophysiological and modeling studies, and it is also important for animal behavior (Yizhar et al., 2011). In the cerebral cortex, excitation is provided by glutamate release from pyramidal neurons, while inhibition is provided by GABA release from several types of interneurons. Many neuropsychiatric disorders, such as epilepsy, anxiety, schizophrenia and autism exhibit an imbalance between the excitatory and inhibitory mechanisms of cortical circuits within key brain regions as prefrontal cortex or hippocampus, primarily through dysfunctions in the inhibitory system (Lewis, Volk, & Hashimoto, 2003; Marín, 2012) Given the significant role of GABAergic inhibition in shaping proper function of the cerebral cortex, we used a mouse model of developmentally decreased GABAergic inhibition in order to examine its effects in network properties, namely basal synaptic transmission, synaptic plasticity and dendritic morphology of pyramidal neurons. For our study, we used mice (postnatal day 20-30) in which the Rac1 protein was deleted from Nkx2.1-expressing neurons (Vidaki et al., 2012), (Rac1fl/flNkx2.1 +/cre) referred as Rac1 KO mice, and heterozygous (Rac1+/flNkx2.1 +/cre) or control (Rac1+/flNkx2.1 +/+) mice. The specific ablation of Rac1 protein from NKx2.1-expressing MGE-derived progenitors leads to a perturbation of their cell cycle exit resulting in decreased number of interneurons in the cortex(Vidaki et al, 2012). We prepared brain slices from the prefrontal cortex and recorded field excitatory postsynaptic potentials (fEPSPs) from layer II neurons while stimulating axons in layer II. We find that the evoked fEPSPs are decreased in Rac1 KO mice compared to Rac1 heterozygous or control mice. This could suggest that the decreased GABAergic inhibition causes network alterations that result in reduced glutamatergic function. Furthermore, we tested whether synaptic plasticity properties of intra-cortical layer II synapses are affected. In adult control mice, tetanic stimulation results in long-term potentiation that lasts at least 50 min (Konstantoudaki et al, 2013). In control mice of the age tested in this study (PD 20-30), LTP could not be induced with the same stimulation. However, we find that Rac1 KO mice do express long-term potentiation. We next studied the dendritic morphology of layer II neurons in the prefrontal cortex, in an effort to identify the mechanism by which Rac1 KO mice exhibit LTP, while the control mice of the same age do not. For this, we stained mouse brains of Rac1 KO and Rac1 heterozygous mice with the Golgi-Cox method. We analyzed the number of secondary apical dendrites, their thickness, as well as the number of spines. We find that the dendrites of pyramidal neurons of Rac1 KO mice have decreased thickness and increased number of spines compared to pyramidal neurons from Rac1 heterozygous mice. These findings could also provide a mechanistic explanation for the presence of LTP in Rac1 KO mice. In conclusion, we find that decreased inhibition during development alters the morphological and functional characteristics of pyramidal neurons in layer II prefrontal cortex of mice. These alterations could provide a cellular substrate for emotional and cognitive dysfunctions present in these mice (Konstantoudaki et al, 2012). <br/

Neurogenic effects of fingolimod in hippocampus, affecting fear memory.

Fingolimod (FTY720; Gilenya™,Novartis Pharma AG) is a recently developed Sphingosine-1-Phosphate (S1P) analogue, orally administered as a new therapeutic agent in Multiple Sclerosis (MS) (Brinkmann V. et al. 2010). S1P receptors (S1PRs) are expressed in various sites in the CNS including the subventricular zone (Waeber C. et al. 1999; Choi J.W. et al. 2013) while endogenous S1P was shown to induce proliferation and morphological changes in embryonic hippocampal neural progenitors in culture (Harada J. et al. 2004). In this study we investigated the effects of fingolimod on adult rodent hippocampal neurogenesis and their possible functional role. To this aim, thymidine analogue BrdU was injected at the end or before a 2-week i.p. administration of a therapeutic dose of Fingolimod (0,3 mg/kg) in young and old mice. Stereological counts of BrdU+ cells revealed significant increase in both proliferation, and survival of neural stem cells (NSC) in the area of Dentate Gyrus (DG) of the hippocampus, compared to control untreated animals of young but not old ages. In the case of survival assessment, most of the BrdU + cells were also positive for NeuN, suggesting an increase of newly formed neurons. The increase in proliferation rate of NSC was also confirmed by BrdU uptake in hippocampal NSC cultures in vitro, implying that the effects of fingolimod are cell autonomous. Immunohistochemical analysis showed that S1PR was not co-localized with GFAP+ cells in the Subgranular zone (SGZ) of the DG, but was strongly co-localized with transcription factor MASH1 and weakly with DcX or PSA-NCAM positive neural progenitors. These findings suggest that expression of S1PR1 in the SGZ is restricted to transit amplifying neural progenitors and maintained also in the stage of neuroblast. In addition, the effects of Fingolimod in DG neurogenesis were positively correlated to enhanced fear memory and increased context discrimination, an established DG-dependent cognitive task (Saxa D. et al. 2006; Sahay A. et al. 2011). Conclusively, our data suggest that Fingolimod increases neurogenesis in adult hippocampus and improves memory function