Rozprawy doktorskie na temat „Hippocampal Pyramidal Neuronal Dendrites”

The nervous system, including the brain, is a complex network with billions of complex neurons. Ion channels mediate the electrical signals that neurons use to integrate input and produce appropriate output, and could thus be thought of as key instruments in the neuronal orchestra. In the field of neuroscience we are not only curious about how our brains work, but also strive to characterize and develop treatments for neural disorders, in which the neuronal harmony is distorted. By modulating ion channel activity (pharmacologically or otherwise) it might be possible to effectively restore neuronal harmony in patients with various types of neural (including channelopathic) disorders. However, this exciting strategy is impeded by the gaps in our understanding of ion channels and neurons, so more research is required. Thus, the aim of this thesis is to improve the understanding of how specific ion channel types contribute to shaping neuronal dynamics, and in particular, neuronal integration, excitability and memory. For this purpose I have used computational modeling, an approach which has recently emerged as an excellent tool for understanding dynamically complex neurophysiological phenomena. In the first of two projects leading to this thesis, I studied how neurons in the brain, and in particular their dendritic structures, are able to integrate synaptic inputs arriving at low frequencies, in a behaviorally relevant range of ~8 Hz. Based on recent experimental data on synaptic transient receptor potential channels (TRPC), metabotropic glutamate receptor (mGluR) dynamics and glutamate decay times, I developed a novel model of the ion channel current ITRPC, the importance of which is clear but largely neglected due to an insufficient understanding of its activation mechanisms. We found that ITRPC, which is activated both synaptically (via mGluR) and intrinsically (via Ca2+) and has a long decay time constant (τdecay), is better suited than the classical rapidly decaying currents (IAMPA and INMDA) in supporting low-frequency temporal summation. It was further concluded that τdecay varies with stimulus duration and frequency, is linearly dependent on the maximal glutamate concentration, and might require a pair-pulse protocol to be properly assessed. In a follow-up study I investigated small-amplitude (a few mV) long-lasting (a few seconds) depolarizations in pyramidal neurons of the hippocampal cortex, a brain region important for memory and spatial navigation. In addition to confirming a previous hypothesis that these depolarizations involve an interplay of ITRPC and voltage-gated calcium channels, I showed that they are generated in distal dendrites, are intrinsically stable to weak excitatory and inhibitory synaptic input, and require spatial and temporal summation to occur. I further concluded that the existence of multiple stable states cannot be ruled out, and that, in spite of their small somatic amplitudes, these depolarizations may strongly modulate the probability of action potential generation. In the second project I studied the axonal mechanisms of unmyelinated peripheral (cutaneous) pain-sensing neurons (referred to as C-fiber nociceptors), which are involved in chronic pain. To my knowledge, the C-fiber model we developed for this purpose is unique in at least three ways, since it is multicompartmental, tuned from human microneurography (in vivo) data, and since it includes several biologically realistic ion channels, Na+/K+ concentration dynamics, a Na-K-pump, morphology and temperature dependence. Based on simulations aimed at elucidating the mechanisms underlying two clinically relevant phenomena, activity-dependent slowing (ADS) and recovery cycles (RC), we found an unexpected support for the involvement of intracellular Na+ in ADS and extracellular K+ in RC. We also found that the two major Na+ channels (NaV1.7 and NaV1.8) have opposite effects on RC. Furthermore, I showed that the differences between mechano-sensitive and mechano-insensitive C-fiber types might reside in differing ion channel densities. To conclude, the work of this thesis provides key insights into neuronal mechanisms with relevance for memory, pain and neural disorders, and at the same time demonstrates the advantage of using computational modeling as a tool for understanding and discovering fundamental properties of central and peripheral neurons.

QC 20120914

The electrophysiological properties of somatic and dendritic membranes of CA1 pyramidal neurons were investigated using the rat in vitro hippocampal slice preparation. A comprehensive analysis of extracellular field potentials, current-source density (CSD) and intracellular activity has served to identify the site of origin of action potential (AP) discharge in CA1 pyramidal neurons. 1) Action potential discharge of CA1 pyramidal cells was evoked by suprathreshold stimulation of the alveus (antidromic) or afferent synaptic inputs in stratum oriens (SO) or stratum radiatum (SR). Laminar profiles of the "stimulus evoked" extracellular field potentials were recorded at 25µm intervals along the dendro-somatic axis of the pyramidal cell and a 1-dimensional CSD analysis applied. 2) The shortest latency population spike response and current sink was recorded in stratum pyramidale or the proximal stratum oriens, a region corresponding to somata and axon hillocks of CA1 pyramidal neurons. A biphasic positive/negative spike potential (current source/sink) was recorded in dendritic regions, with both components increasing in peak latency through the dendritic field with distance from the border of stratum pyramidale. 3) A comparative intracellular analysis of evoked activity in somatic and dendritic membranes revealed a basic similarity in the pattern of AP discharge at all levels of the dendro-somatic axis. Stimulation of the alveus, SO, or SR evoked a single spike while injection of depolarizing current evoked a repetitive train of spikes grouped for comparative purposes into three basic patterns of AP discharge. 4) Both current and stimulus evoked intracellular spikes displayed a progressive decline in amplitude and increase in halfwidth with distance from the border of stratum pyramidale. 5) The only consistent voltage threshold for intracellular spike discharge was found in the region of the cell body, with no apparent threshold for spike activation in dendritic locations. 6) Stimulus evoked intradendritic spikes were evoked beyond the peak of the population spike recorded in stratum pyramidale, and aligned with the biphasic extradendritic field potential shown through laminar profile analysis to conduct with increasing latency from the cell body layer. The evoked characteristics of action potential discharge in CA1 pyramidal cells are interpreted to indicate the initial generation of a spike in the region of the soma-axon hillock and a subsequent retrograde spike invasion of dendritic arborizations.
Medicine, Faculty of
Cellular and Physiological Sciences, Department of
Graduate

Formins, also known as formin homology (FH) proteins, are involved in a wide range of actin-mediated processes. The Diaphanous-related formin Daam1 (Dishevelled-associated activator of morphogenesis) interacts with the PDZ domain protein Dishevelled, and is required to establish planar cell polarity in Xenopus. Through a yeast two-hybrid screen, I characterized a PDZ-mediated interaction between the C-terminus of Daam1 and the PDZ domains 456 of GRIP1. In dissociated rat hippocampal cultures, Daam1 expression was seen throughout the soma and dendrites in a punctate pattern. Furthermore, co-staining with a synaptic marker suggests that Daam1 could be associated with post-synaptic specializations. Dendritic spines are enriched with actin filaments, and based on the subcellular localization of Daam1 and the evidence that formins are involved in regulating actin polymerization, I hypothesized that Daam1 might play a role in dendritic spine morphology. In order to investigate the functional roles for Daam1, viral vectors were developed using the Semliki-Forest defective viral vector to over-express the full-length Daam1 protein and a Daam1 lacking the PDZ-binding motif. The over-expression of the full-length Daam1 in organotypic hippocampal slices showed a punctate distribution throughout the dendritic shaft, with the occasional appearance in spines, resulting in an overall increase in dendritic spine length. This suggests that formins, such as Daam1, could potentially regulate spine morphology.

Kainic acid induced excitotoxicity causes pyramidal cell death in the CA3a/b region of the hippocampus. Electrical synapses, gap junctional communication, and single membrane channels in non-junctional membranes (hemichannels) composed of connexin36 (Cx36) have been implicated in both seizure propagation and the spread of excitotoxic cell death. In rats, Cx36 protein is expressed by pyramidal neurons. Localization of protein in mouse, however, is highly controversial. Expression is reported to be restricted to hippocampal interneurons yet the same excitotoxic mechanisms (electrical and metabolic coupling between pyramidal neurons) are invoked to explain the role of Cx36 in excitotoxic pyramidal loss in murine brain. To address this controversy, I show by confocal immunofluorescence and in situ hybridization that Cx36 protein expression is restricted to interneurons and microglia in murine hippocampus and is not expressed by, or is below level of detection in pyramidal neurons. Using behavioural and electrophysiological measures, seizure propagation was found to be moderately enhanced in the absence of Cx36 likely due to the loss of interneuron-mediated synchronous inhibition of the pyramidal cells. Further, CA3a/b neurons die post kainic acid injury in the presence of Cx36 but are protected in Cx36-/- mice. When delayed excitotoxic cell death is maximal, Cx36 is primarily expressed by activated microglia as demonstrated by confocal immunofluorescence, in situ hybridization, and Western blotting. These activated microglia are located in the direct vicinity of, and surrounding cells in the damaged Ca3a/b region. Finally, I show that loss of Cx36 from activated microglia in mice is sufficient to prevent excitotoxic cell death in the CA3a/b with surviving neurons functional as assessed by both electrophysiological and behavioural measures. Together, these data identify a new mechanism of excitotoxic injury, mediated by neuronal-glial interactions, and dependent on microglial Cx36 expression.

Thesis (Ph.D.)--University of Toledo, 2007.
"In partial fulfillment of the requirements for the degree of Doctor of Philosophy in Biomedical Sciences." Major advisor: Elizabeth Tietz. Includes abstract. Title from title page of PDF document. Bibliography: pages 88-94, 130-136, 178-189, 218-266.

Das deklarative Gedächtnis beruht auf Wechselwirkungen zwischen dem medialen Temporallappens (MTL) und Neokortex. Aufgrund der verteilten Natur neokortikaler Netzwerke bleiben zelluläre Ziele und Mechanismen der Gedächtnisbildung im Neokortex jedoch schwer fassbar. Im sechsschichtigen Säugetier-Neokortex konvergieren die Top-Down-Inputs auf Schicht 1 (L1). Wir untersuchten, wie Top-Down-Inputs von MTL die neokortikale Aktivität während der Gedächtnisbildung modulieren. Wir haben zunächst ein Kortex- und Hippocampus-abhängiges Lernparadigma angepasst, in dem Tiere gelernt haben, direkte kortikale Mikrostimulation und Belohnung zu assoziieren. Neuronen in den tiefen Schichten des perirhinalen Kortex lieferten monosynaptische Eingaben in L1 des primären somatosensorischen Kortex (S1), wo die Mikrostimulation vorgestellt wurde. Die chemogenetische Unterdrückung der perirhinalen Inputs in L1 von S1 störte die Gedächtnisbildung, hatte jedoch keinen Einfluss auf die Leistung der Tiere nach abgeschlossenem Lernen. Dem Lernen folgte das Auftreten einer klaren Subpopulation von Pyramidenneuronen der Schicht 5 (L5), die durch hochfrequentes Burst-Feuern gekennzeichnet war und durch Blockieren der perirhinalen Inputs zu L1 reduziert werden konnte. Interessanterweise zeigte ein ähnlicher Anteil an apikalen Dendriten von L5-Pyramidenneuronen ebenfalls eine signifikant erhöhte Ca2+-Aktivität während des Gedächtnisabrufs bei Expertentieren. Wichtig ist, dass die Störung der dendritischen Ca2+-Aktivität das Lernen beeinträchtigte, was darauf hindeutet, dass apikale Dendriten von L5-Pyramidenneuronen eine entscheidende Rolle bei der Bildung des neokortikalen Gedächtnisses spielen. Wir schließen daraus, dass MTL-Eingaben das Lernen über einen perirhinalen vermittelten Gating-Prozess in L1 steuern, der sich in einer erhöhten dendritischen Ca2+-Aktivität und einem Burst-Firing in pyramidalen L5-Neuronen manifestiert.
Declarative memory relies on interactions between the medial temporal lobe (MTL) and neocortex. However, due the distributed nature of neocortical networks, cellular targets and mechanisms of memory formation in the neocortex remain elusive. In the six-layered mammalian neocortex, top-down inputs converge on its outermost layer, layer 1 (L1). We examined how layer-specific top-down inputs from MTL modulate neocortical activity during memory formation. We first adapted a cortical- and hippocampal-dependent learning paradigm, in which animals learned to associate direct cortical microstimulation and reward, and characterized the learning behavior of rats and mice. We next showed that neurons in the deep layers of the perirhinal cortex not only provide monosynaptic inputs to L1 of the primary somatosensory cortex (S1), where microstimulation was presented, but also actively reflect the behavioral outcome. Chemogenetic suppression of perirhinal inputs to L1 of S1 disrupted early memory formation but did not affect animals’ performance after learning. The learning was followed by an emergence of a distinct subpopulation of layer 5 (L5) pyramidal neurons characterized by high-frequency burst firing, which could be reduced by blocking perirhinal inputs to L1. Interestingly, a similar proportion of apical dendrites (~10%) of L5 pyramidal neurons also displayed significantly enhanced calcium (Ca2+) activity during memory retrieval in expert animals. Importantly, disrupting dendritic Ca2+ activity impaired learning, suggesting that apical dendrites of L5 pyramidal neurons have a critical role in neocortical memory formation. Taken together, these results suggest that MTL inputs control learning via a perirhinal-mediated gating process in L1, manifested by elevated dendritic Ca2+ activity and burst firing in L5 pyramidal neurons. The present study provides insights into cellular mechanisms of learning and memory representations in the neocortex.

In the pursuit to understand information processing in the brain, a general question that is often posed is: What is the neuron encoding? This is addressed by assessing feature selectivity in sensory neurons, which informs us of the specific features of the stimulus that the neuron is selectively responding to. In this respect, a quantity that has been widely used is the spike triggered average (STA), an unbiased estimate of the spike-triggering features in the stimulus. From the single neuron perspective, the STA provides us with a direct link connecting the biophysical properties of the neuron and its response dynamics in a network with its encoding schema. While this approach has been used extensively for sensory modalities, it is a slightly more complex problem for multimodal areas such as the hippocampus where the information itself is in the form of complex spatiotemporal pattern of synaptic inputs. The hippocampus is a brain region that has been implicated in navigation, learning and encoding of several forms of context-dependent and episodic memory. Pyramidal neurons in the CA1 subfield of the hippocampus receive synaptic inputs from the entorhinal cortex and the CA3 pyramidal neurons. These inputs are spatially segregated on the dendritic arbour of CA1 pyramidal neurons as well as containing information in spectrally parsed streams. Specifically, inputs from the entorhinal cortex exhibit high power in the fast gamma frequency range (60–100 Hz), whereas inputs from the CA3 exhibit high power in the slow gamma frequency range (30–60 Hz). The spectral segregation of inputs has important ramifications for encoding of specific, behaviourally relevant information about the space and contextual cues in an ambulatory animal. Moreover, these neurons exhibit a form of multiplexed coding where the firing rate while expressing coherence with different gamma frequency bands also demonstrate phase-locking with an ongoing slower oscillation in the theta (4–10 Hz) frequency range. Research spanning the past two decades has resulted in extensive literature on the active and passive properties of the CA1 pyramidal neuronal dendrites, their somato-dendritic transfer properties and the physiological roles of the heterogeneous distribution of voltage-gated ion channels along their somato-dendritic arbour. In addition, location-dependence of several physiological properties including subthreshold theta resonance and phase preference in these neurons, as well as activity-dependent plasticity in ion channel expression profiles and subsequent plasticity in their excitability and impedance characteristics have also been established in these neurons. Juxtaposed against this extensive literature on active dendritic physiology and plasticity with specific reference to hippocampal pyramidal neurons, we asked the following questions. 1. What feature selectivity does the spike initiation dynamics of CA1 pyramidal neurons exhibit? Specifically, these neurons are known to exhibit theta-frequency subthreshold resonance. But does this subthreshold resonance also translate to spectral selectivity in the suprathreshold regime manifesting as theta-frequency selectivity in their spike initiation dynamics? 2. Given the intraneuronal gradients in various ion channel properties and in physiological properties regulated by these ion channels, is there also a location-dependent gradient, or an intraneuronal functional map, in the spike initiation dynamics of these neurons? 3. Do CA1 pyramidal neurons exhibit coincidence detection of excitatory synaptic inputs in the gamma frequency range? Given the spatial segregation of the spectrally parsed afferent inputs along the CA1 apical dendrites, is the coincidence detection window expressed by these neurons equipped to detect these differences in afferent frequencies in a location-dependent manner? 4. How do plastic active dendrites regulate location dependent spike initiation dynamics and coincidence detection windows? How do active properties of the dendrites and plasticity therein alter the location dependence of spike initiation dynamics? 5. How do the somato-dendritic ion channels regulate the specific spike-triggering features in CA1 pyramidal neurons? How do individual channels and interactions among them alter the location dependence of spike initiation dynamics and coincidence detection windows? 6. Are there correlations between the frequency selectivity in spike initiation dynamics and subthreshold resonance frequency? Under what conditions do these correlations hold and when does the correlation disintegrate? Are there specific ion channels that mediate correlations between the frequency selectivity in the sub- and supra-threshold regimes? In the pursuit to answer these questions, we employed a combination of computational and electrophysiological methods to assess the spike initiation dynamics and coincidence detection windows in CA1 pyramidal neurons using the STA and various STA-derived quantitative metrics that we developed as part of this thesis. As a first step, we employed a single compartmental model of a CA1 pyramidal neuron with only the spiking conductances (transient sodium and delayed rectifier potassium channels) and the hyperpolarization-activated cyclic nucleotide-gated (HCN) nonspecific cation channel, an established mediator of subthreshold resonance (fR) in these neurons. We injected zero-mean Gaussian white noise (GWN) current with a fixed standard deviation adjusted to elicit ~1–2 Hz average firing. We measured the STA as the average current in a 1 s time window preceding a spike computed over ~1000 spikes obtained in response to the GWN current. We computed the STA for various densities of HCN channels and observed that the STA transitions from class I in the absence of HCN channels to class II in their presence. This was evidenced by an increase in the depth of the negative lobe as well as a progressive sharpening/narrowing of the spike-proximal positive lobe (SPPL) with increasing density of HCN channels. To systematically quantify these changes, we developed specific metrics based on the shape of the STA. First, the peak of the positive lobe of the STA was quantified and was found to increase with increasing HCN conductance suggesting an inverse relationship between this peak and the excitability of the neuron. Next, we performed Fourier transform on the STA, which revealed spectral selectivity in the STA defined by a distinct band-pass structure in the frequency domain. We quantified the frequency at which the |STA(f)| reached its maximum as the STA characteristic frequency (fSTA) and found this to be in the theta frequency range in the presence of HCN channels, with increase in the fSTA on increasing HCN conductance. Furthermore, the strength of this frequency selectivity (QSTA), quantified as the ratio |STA(f)|/ |STA(0.5 Hz)| also increased with HCN density. We reasoned that the SPPL of the STA reflects the temporal window over which the neuron integrates coincident inputs and so quantified the total duration of the SPPL as the total coincidence detection window (TTCDW). Additionally, to account for the shape of the STA that underwent a change on altering HCN conductance, we computed the effective coincidence detection window (TECDW) as the STA-weighted measure of the SPPL. Both the total and effective CDW underwent a reduction on increasing the HCN channel density and the effective coincidence detection window was in the gamma frequency range. Together, these results demonstrated that the HCN channel alone was sufficient to confer coincidence detector properties on the neuron in the gamma frequency range as well as theta frequency selectivity in the spike initiation dynamics. This also implied that graded expression of HCN channels was sufficient to effectuate a transition in the STA along the integrator-coincidence detector (I-CD) continuum. We confirmed that such a transition could not be elicited simply by altering the passive properties of the membrane, in particular the leak conductance, and was specifically mediated by HCN channels. Further analysis in the single compartmental model suggested that the fSTA was correlated to the fR in the presence of HCN channels. However, in their absence, there was delta frequency selectivity in the STA, which was critically dependent upon the density and kinetics of the spiking conductances. Importantly, although subthreshold resonance was completely abolished in the absence of HCN channels, the transient sodium channels and delayed rectifier potassium channels mediated delta frequency selectivity in the STA, thereby providing lines of evidence on a dissociation between subthreshold resonance and STA spectral selectivity. Next, to assess location dependence of the STA, we built models of increasing complexity from a ball-and-stick model to a morphologically realistic model and measured the STA (with reference to somatic spike timings) by injecting GWN at various locations along the dendrite. We imposed a gradient of HCN channels on these models that matched electrophysiological data on gradients in input resistance and resonance frequency and assessed the distance-dependent variation in STA measurements. We found that in the ball-and-stick model with a non-spiking dendrite, the fSTA was normalized with distance from soma and global plasticity in HCN channel density altered fSTA values across locations in a distance-invariant manner. Introduction of spike-generating conductances into the dendritic compartment resulted in enhancements of fSTA and QSTA, with distance-invariance perturbed at distal dendritic locations owing to dendritic spike initiation. A morphologically realistic model, on the other hand, exhibited a clear functional map in the STA with both fSTA and QSTA increasing with distance, suggesting that the STA was dependent on the location of inputs along the somato-dendritic axis. Thus far, our focus was on the HCN channel and its interactions with the spike generating conductances in regulating STA measurements. In assessing the impact of other channels that are expressed by CA1 pyramidal neurons, we first employed single compartmental models to study the effect of kinetic interactions between these ion channels. These analyses revealed that the co-presence of another resonating conductance, the T-type calcium (CaT) channel, further increased the fSTA and QSTA in the presence of HCN channels while also reducing the CDW measures. However, the correlation between the fSTA and fR was reduced in the presence of CaT channels. On the other hand, the co-presence of HCN channels with a subthreshold restorative conductance, mediated by A-type potassium channels, reduced the fSTA and QSTA but broadened the CDW. A regenerative conductance, the persistent sodium channel increased the QSTA significantly without significantly altering fSTA. These observations clearly dissected the differential effects of various ion channels and interactions therein on STA and CDWs. They also demonstrated that a clear correlation between sub- and supra-threshold frequency selectivity existed only when HCN channels were the sole subthreshold channels present in the model. However, when multiple ion channels came into play or when HCN channels were absent, a clear dissociation between these forms of selectivity was observed. To assess the role of active plastic dendrites spanning several somatodendritic ion channels, we incorporated gradients in HCN, CaT and KA into a morphologically realistic model and tuned several measurements to match electrophysiological data. In this model, we observed the emergence of location dependent theta frequency selectivity in STA showing strong class II characteristics. Importantly, a gradient in CDW measures was also observed, with the effective CDW decreasing from slow gamma range in the proximal dendrites to fast gamma range in the distal dendrites. Removal of all active conductances resulted in a transition to class I STA with significant broadening of the integration window, and the presence of uniform resonating conductances in the dendrites resulted in class I STA with a narrow integration window. These results demonstrated the emergence of location-dependent theta frequency selectivity in the STA and the presence of stratified gamma-range CDW that is essential for detecting frequency-multiplexed inputs afferent onto different regions of the dendritic arbor. These observations also emphasized the importance of gradients in ion channels in maintaining functional maps of spike initiation dynamics and CDW, and suggested that local or global plasticity in any or all of these ion channels would alter feature selectivity and coincidence detection in hippocampal pyramidal neurons. We finally tested our computational predictions using acute rodent hippocampal slices and performed electrophysiological measurements of somatic STA from CA1 pyramidal neurons. Our primary goals were to (i) confirm theta frequency selectivity and gamma-range CDW in the STA of CA1 pyramidal neurons as predicted from our models; (ii) test the quantitative prediction that the blockade of HCN channels would reduce fSTA from theta- to delta-frequency ranges; and (iii) assess the efficacy of the novel STA-derived metrics against other physiological measurements of excitability and impedance profiles from the same neurons. Our results unveiled theta-frequency selectivity in the STA of hippocampal pyramidal neuron somata, coupled with gamma-range CDW, thereby validating our computational predictions. Furthermore, we confirmed that the correlation between the fSTA and fR was weak across cells, corroborating our model prediction on the dissociation between the two forms of spectral selectivity in the presence of multiple ion channels. We observed strong correlations between the peak STA current and excitability measures such as input resistance and impedance amplitude, as well as strong correlations between the CDW measures and fR suggesting that neurons resonant at higher frequencies could detect coincident inputs at higher frequencies. We also demonstrated the dependence of the STA measurements on the membrane potential with hyperpolarization increasing the fSTA akin to increase in HCN-dependent fR, but the QSTA increased on depolarization. Our results also revealed the adaptability of the somatic STA and its quantitative measurements to the input statistics. Finally, we pharmacologically tested the impact of blocking HCN channels on somatic STA of identified hippocampal pyramidal neurons. We found, consistent with our model predictions, that fSTA decreased from theta frequency to delta frequency upon blockade of HCN channels, although subthreshold resonance was completely abolished with HCN-channel blockade. Our electrophysiological analyses allowed us to confirm many of our model predictions, apart from demonstrating HCN-channel dependent theta-frequency selectivity in spike initiation dynamics and gamma-range coincidence detection windows in CA1 pyramidal neurons. Together, the results of our computational and electrophysiological studies unveiled the critical role of several voltage-gated ion channels in regulating spectral selectivity in spike initiation dynamics as well as in mediating sharp coincidence detection windows. Our computational analyses expounded the role of plastic active dendrites in mediating a functional map in the STA in CA1 pyramidal neurons, with multiple, degenerate mechanisms involving interactions between ion-channels and a state-dependent modulation of the STA. These results identified explicit roles for plastic active dendrites in neural coding and strongly recommend a dynamically reconfigurable multi-STA model to characterize location-dependent input feature selectivity in pyramidal neurons. Importantly, they also showed that the presence of resonating and spike-generating conductances serve as a mechanism underlying the emergence of stratified gamma-range coincidence detection in the dendrites of CA1 pyramidal neurons, enabling them to perform behaviour- and state-dependent gamma-frequency multiplexing. Our electrophysiological experiments confirmed many of our model predictions including the critical role of HCN channels in mediating theta-frequency selectivity and paved the way for future studies involving dendritic ion channels and plasticity therein. The thesis is organized into a total of eight chapters with Chapter 1 providing a general introduction and laying the motivations for the thesis. Chapter 2 is an overview of literature on the physiology of the hippocampus that served as the cornerstone for the pursuits of this thesis. Chapter 3 is a brief discourse on the theoretical principles and computational models of single neurons that were paramount to synthesizing this thesis. Chapter 4 is the first of the results chapters and discusses the various STA-derived metrics that were used to quantify spectral selectivity and coincidence detection windows in the STA of model hippocampal pyramidal neurons along with dissecting the specific role of resonating conductances in mediating these forms of feature selectivity. Chapter 5 explores the role of dendrites in mediating location dependence in the STA, focusing specifically on theta frequency selectivity in STA and interactions between HCN channels and the spiking conductances. The chapter also establishes specific correlations and dissociations between sub- and supra-threshold theta frequency selectivity. Chapter 6 first delves into the kinetic interactions between various dendritically expressed subthreshold conductances in a single-compartmental model. The latter part of this chapter assesses spatio-temporal interactions between these conductances in a morphologically precise model towards concerted regulation of location-dependent STA and coincidence detection windows. Chapter 7 presents the results of electrophysiological experiments on rodent acute hippocampal slices, demonstrating theta frequency selectivity and gamma-range coincidence detection window in the somatic STA of CA1 pyramidal neurons. The chapter also confirms computational predictions on the reduction of STA frequency selectivity from theta to delta ranges upon pharmacological blockade of HCN channels. Finally, Chapter 8 presents the broad implications of results presented here and posit some future directions stemming from this thesis.

Intricate interactions among constituent components are defining hallmarks of biological systems and sculpt physiology across different scales spanning gene networks to behavioural repertoires. Whereas interactions among channels and receptors define neuronal physiology, interactions among different cells specify the characteristic features of network physiology. From a single-neuron perspective, it is now evident that the somato-dendritic plasma membrane of hippocampus pyramidal neurons is endowed with several voltage-gated ion channels (VGICs) with varying biophysical properties and sub cellular expression profiles. Structural and physiological interactions among these channels define generation and propagation of electrical signals, thereby transforming neuronal dendrites to actively excitable membrane endowed with complex computational capabilities. In parallel to this complex network of plasma membrane channels is an elegantly placed continuous intraneuronal membrane of the endoplasmic reticulum (ER) that runs throughout the neuronal morphology. Akin to the plasma membrane, the ER is also endowed with a variety of channels and receptors, prominent among them being the inositol trisphosphate (InsP3) receptors (InsP3Rs) and ryanodine receptors (RyR), both of which are calcium release channels. Physiological interactions among these receptors transform the ER into a calcium excitable membrane, capable of active propagation of calcium waves and of spatiotemporal integration of neuronal signals. Thus, a neuron is endowed with two continuously parallel excitable membranes that actively participate in the bidirectional flow of intraneuronal information, through interactions among different channels and receptors on either membrane. Although the interactions among sets of channels and receptors present individually on either membrane are very well characterized, our understanding of cross-membrane interactions among channels and receptors across these two membranes has been very limited. Recent literature has emphasized the critical nature of such cross-membrane interactions and the several physiological roles played by such interactions. Such cross-channel interactions include ER depletion-induced signaling involving store-operated calcium channels, generation and propagation of calcium waves through interactions between plasma membrane and ER membrane receptors, and the plasticity of plasma membrane VGICs and receptors induced by ER Ca2+. Such tight interactions between these two membranes have highlighted several roles of the ER in the integration of intraneuronal information, in regulating signalling microdomains and in regulating the downstream signaling pathways that are regulated by these Ca2+ signals. Yet, our understanding about the functional interactions between the ion channels and receptors present on either of these membranes is very limited from the perspective of the combinatorial possibilities that encompass the span of channels and receptors across these two membranes. In this context, the first part of this thesis deals with two specific instances of such cross-membrane functional interactions, presented as two subparts with each probing different direction of impact. Specifically, whereas the first of these subparts deals with the impact of plasma membrane VGICs on the physiology of ER receptors, the second subpart presents an instance of the effect of ER receptor activation on plasma membrane VGIC. In the first subpart of the thesis, we establish a novel role for the A-type potassium current in regulating the release of calcium through inositol triphosphate receptors (InsP3R) that reside on the endoplasmic reticulum (ER) of hippocampus pyramidal neurons. Specifically, the A-type potassium current has been implicated in the regulation of several physiological processes including the regulation of calcium influx through voltage-gated calcium channels (VGCCs). Given the dependence of InsP3R open probability on cytosolic calcium concentration ([Ca2+]c) we asked if this regulation of calcium influx by A-type potassium current could translate into the regulation of release of calcium through InsP3Rs by the A-type potassium current. To answer this, we constructed morphologically realistic, conductance-based neuronal models equipped with kinetic schemes that govern several calcium signalling modules and pathways, and constrained the distributions and properties of constitutive components by experimental measurements from these neurons. Employing these models, we establish a bell-shaped dependence of calcium release through InsP3Rs on the density of A-type potassium current, during the propagation of an intraneuronal calcium wave initiated through established protocols. Exploring the sensitivities of calcium wave initiation and propagation to several underlying parameters, we found that ER calcium release critically depends on dendrite diameter and wave initiation occurred at branch points as a consequence of high surface area to volume ratio of oblique dendrites. Further, analogous to the role of A-type potassium channels in regulating spike latency, we found that an increase in the density of A-type potassium channels led to increases in the latency and the temporal spread of a propagating calcium wave. Next, we incorporated kinetic models for the metabotropic glutamate receptor (miler) signalling components and a calcium-controlled plasticity rule into our model and demonstrate that the presence of mGluRs induced a leftward shift in a BCM-like synaptic plasticity profile. Finally, we show that the A-type potassium current could regulate the relative contribution of ER calcium to synaptic plasticity induced either through 900 pulses of various stimulus frequencies or through theta burst stimulation. These results establish a novel form of interaction between active dendrites and the ER membrane and suggest that A-type K+ channels are ideally placed for inhibiting the suppression of InsP3Rs in thin-caliber dendrites. Furthermore, they uncover a powerful mechanism that could regulate biophysical/biochemical signal integration and steer the spatiotemporal spread of signalling micro domains through changes in dendritic excitability. In the second subpart, we turned our focus to the role of calcium released through InsP3Rs in regulating the properties of VGICs present on the plasma membrane, thereby altering neuronal intrinsic properties that are dependent on these VGICs. Specifically, the synaptic plasticity literature has focused on establishing necessity and sufficiency as two essential and distinct features in causally relating a signalling molecule to plasticity induction, an approach that has been surprisingly lacking in the intrinsic plasticity literature. Here, we complemented the recently established necessity of inositol trisphosphate (InsP3) receptors (InsP3R) in a form of intrinsic plasticity by asking if ER InsP3R activation was sufficient to induce plasticity in intrinsic properties of hippocampus neurons. To do this, we employed whole-cell patch-clamp recordings to infuse D-myo-InsP3, the endogenous ligand for InsP3Rs, into hippocampus pyramidal neurons and assessed the impact of InsP3R activation on neuronal intrinsic properties. We found that such activation reduced input resistance, maximal impedance amplitude and temporal summation, but increased resonance frequency, resonance strength, sag ratio, and impedance phase lead of hippocampus pyramidal neurons. Strikingly, the magnitude of plasticity in all these measurements was dependent upon [InsP3], emphasizing the graded dependence of such plasticity on InsP3R activation. Mechanistically, we found that this InsP3-induced plasticity depended on hyperpolarization-activated cyclic-nucleotide gated (HCN) channels. Moreover, this calcium-dependent form of plasticity was critically reliant on the release of calcium through InsP3Rs, the influx of calcium through N-methyl-D -aspartate receptors and voltage-gated calcium channels, and on the protein kinase A pathway. These results delineate a causal role for InsP3Rs in graded adaptation of neuronal response dynamics through changes in plasma membrane ion channels, thereby revealing novel regulatory roles for the endoplasmic reticulum in neural coding and homeostasis. Whereas the first part of the thesis dealt with bidirectional interactions between ER membrane and plasma membrane channels/receptors within a neuron, second part focuses on cross-cellular interactions, specifically between ER membrane on astrocytes and dendritic plasma membrane of neurons. Specifically, the universality of ER-dependent calcium signalling ensures that its critical influence extends to regulating the physiology of astrocytes, an abundant form of glial cells in the hippocampus. Due to the presence of calcium release channels on ER membrane, astrocytes are calcium excitable, whereby they respond to neuronal activity by increase in their cytosolic calcium levels. Specifically, astrocytes respond to the release of neurotransmitters from neuronal presynaptic terminals through activation of metabotropic receptors expressed on their plasma membrane. Such activation results in the mobilization of cytosolic InsP3 and subsequent release of calcium through InsP3 on the astrocytes ER membrane. These ER-dependent [Ca2+]c elevations in astrocytes then result in the release of gliotransmitters from astrocytes, which bind to corresponding receptors located on neuronal plasma membrane resulting in voltage-deflections and/or activation of signaling pathways in the neuron. Although it is well established that gliotransmission constitutes an important communication channel between astrocytes and neurons, the impact of gliotransmission on neurons have largely been centered at the cell body of the neurons. Consequently, the impact of the activation of astrocytic InsP3R on neuronal dendrites, and the role of dendritic active conductances in regulating this impact have been lacking. This lacuna in mapping the spatial spread of gliotransmission in neurons is especially striking because most afferent synapses impinge on neuronal dendrites, and a significant proportion of information processing in neurons is performed in their dendritic arborization. Additionally, given that active dendritic conductances play a pivotal role in regulating the impact of fast synaptic neurotransmission on neurons, we hypothesized that such active-dendritic regulation should extend to the impact of slower extrasynaptic gliotransmission on neurons. The second part of the thesis is devoted to testing this hypothesis using dendritic and paired astrocyte-neuron electrophysiological recordings, where we also investigate the specific roles of active dendritic conductances in regulating the impact of gliotransmission initiated through activation of astrocytic InsP3Rs. In testing this hypothesis, in the second part of the thesis, we first demonstrate a significantly large increase in the amplitude of astrocytically originating spontaneous slow excitatory potentials (SEP) in distal dendrites compared to their perisomatic counterparts. Employing specific neuronal infusion of pharmacological agents, we show that blocking HCN channels increased the frequency, rise-time and width of dendritically-recorded spontaneous SEPs, whereas blockade of A-type potassium channels enhanced their amplitude. Next, through paired neuron-astrocytes recordings, we show that our conclusions on the differential roles of HCN and A-type potassium channels in modulating spontaneous SEPs also extended to SEPs induced through infusion of InsP3 in a nearby astrocyte. Additionally, employing subtype-specific receptor blockers during paired neuron-astrocyte recordings, we provide evidence that GluN2B-and GluN2D-containing NMDARs predominantly mediate perisomatic and dendritic SEPs, respectively. Finally, using morphologically realistic conductance-based computational models, we quantitatively demonstrate that dendritic conductances play an active role in mediating compartmentalization of the neuronal impact of gliotransmission. These results unveil an important role for active dendrites in regulating the impact of gliotransmission on neurons, and suggest astrocytes as a source of dendritic plateau potentials that have been implicated in localized plasticity and place cell formation. This thesis is organized into six chapters as follows: Chapter 1 lays the motivations for the questions addressed in the thesis apart from providing the highlights of the results presented here. Chapter 2 provides the background literature for the thesis, introducing facts and concepts that forms the foundation on which the rest of the chapters are built upon. In chapter 3, we present quantitative analyses of the physiological interactions between A-type potassium conductances and InsP3Rs in CA1 pyramidal neurons. In chapter 4, using electrophysiological recordings, we investigate the role of calcium released through InsP3Rs in induction of plasticity of intrinsic response dynamics, and demonstrate that this form of plasticity is consequent to changes in neuronal HCN channels. In chapter 5, we systematically map the spatial dynamics of the impact of gliotransmission on neurons across the somato-apical trunk, also unveiling the role of neuronal HCN and A-type potassium channels in compartmentalizing such impact. Finally, chapter 6 concludes the thesis highlighting its major contributions and discussing directions of future research.

Intricate interactions among constituent components are defining hallmarks of biological systems and sculpt physiology across different scales spanning gene networks to behavioural repertoires. Whereas interactions among channels and receptors define neuronal physiology, interactions among different cells specify the characteristic features of network physiology. From a single-neuron perspective, it is now evident that the somato-dendritic plasma membrane of hippocampus pyramidal neurons is endowed with several voltage-gated ion channels (VGICs) with varying biophysical properties and sub cellular expression profiles. Structural and physiological interactions among these channels define generation and propagation of electrical signals, thereby transforming neuronal dendrites to actively excitable membrane endowed with complex computational capabilities. In parallel to this complex network of plasma membrane channels is an elegantly placed continuous intraneuronal membrane of the endoplasmic reticulum (ER) that runs throughout the neuronal morphology. Akin to the plasma membrane, the ER is also endowed with a variety of channels and receptors, prominent among them being the inositol trisphosphate (InsP3) receptors (InsP3Rs) and ryanodine receptors (RyR), both of which are calcium release channels. Physiological interactions among these receptors transform the ER into a calcium excitable membrane, capable of active propagation of calcium waves and of spatiotemporal integration of neuronal signals. Thus, a neuron is endowed with two continuously parallel excitable membranes that actively participate in the bidirectional flow of intraneuronal information, through interactions among different channels and receptors on either membrane. Although the interactions among sets of channels and receptors present individually on either membrane are very well characterized, our understanding of cross-membrane interactions among channels and receptors across these two membranes has been very limited. Recent literature has emphasized the critical nature of such cross-membrane interactions and the several physiological roles played by such interactions. Such cross-channel interactions include ER depletion-induced signaling involving store-operated calcium channels, generation and propagation of calcium waves through interactions between plasma membrane and ER membrane receptors, and the plasticity of plasma membrane VGICs and receptors induced by ER Ca2+. Such tight interactions between these two membranes have highlighted several roles of the ER in the integration of intraneuronal information, in regulating signalling microdomains and in regulating the downstream signaling pathways that are regulated by these Ca2+ signals. Yet, our understanding about the functional interactions between the ion channels and receptors present on either of these membranes is very limited from the perspective of the combinatorial possibilities that encompass the span of channels and receptors across these two membranes. In this context, the first part of this thesis deals with two specific instances of such cross-membrane functional interactions, presented as two subparts with each probing different direction of impact. Specifically, whereas the first of these subparts deals with the impact of plasma membrane VGICs on the physiology of ER receptors, the second subpart presents an instance of the effect of ER receptor activation on plasma membrane VGIC. In the first subpart of the thesis, we establish a novel role for the A-type potassium current in regulating the release of calcium through inositol triphosphate receptors (InsP3R) that reside on the endoplasmic reticulum (ER) of hippocampus pyramidal neurons. Specifically, the A-type potassium current has been implicated in the regulation of several physiological processes including the regulation of calcium influx through voltage-gated calcium channels (VGCCs). Given the dependence of InsP3R open probability on cytosolic calcium concentration ([Ca2+]c) we asked if this regulation of calcium influx by A-type potassium current could translate into the regulation of release of calcium through InsP3Rs by the A-type potassium current. To answer this, we constructed morphologically realistic, conductance-based neuronal models equipped with kinetic schemes that govern several calcium signalling modules and pathways, and constrained the distributions and properties of constitutive components by experimental measurements from these neurons. Employing these models, we establish a bell-shaped dependence of calcium release through InsP3Rs on the density of A-type potassium current, during the propagation of an intraneuronal calcium wave initiated through established protocols. Exploring the sensitivities of calcium wave initiation and propagation to several underlying parameters, we found that ER calcium release critically depends on dendrite diameter and wave initiation occurred at branch points as a consequence of high surface area to volume ratio of oblique dendrites. Further, analogous to the role of A-type potassium channels in regulating spike latency, we found that an increase in the density of A-type potassium channels led to increases in the latency and the temporal spread of a propagating calcium wave. Next, we incorporated kinetic models for the metabotropic glutamate receptor (miler) signalling components and a calcium-controlled plasticity rule into our model and demonstrate that the presence of mGluRs induced a leftward shift in a BCM-like synaptic plasticity profile. Finally, we show that the A-type potassium current could regulate the relative contribution of ER calcium to synaptic plasticity induced either through 900 pulses of various stimulus frequencies or through theta burst stimulation. These results establish a novel form of interaction between active dendrites and the ER membrane and suggest that A-type K+ channels are ideally placed for inhibiting the suppression of InsP3Rs in thin-caliber dendrites. Furthermore, they uncover a powerful mechanism that could regulate biophysical/biochemical signal integration and steer the spatiotemporal spread of signalling micro domains through changes in dendritic excitability. In the second subpart, we turned our focus to the role of calcium released through InsP3Rs in regulating the properties of VGICs present on the plasma membrane, thereby altering neuronal intrinsic properties that are dependent on these VGICs. Specifically, the synaptic plasticity literature has focused on establishing necessity and sufficiency as two essential and distinct features in causally relating a signalling molecule to plasticity induction, an approach that has been surprisingly lacking in the intrinsic plasticity literature. Here, we complemented the recently established necessity of inositol trisphosphate (InsP3) receptors (InsP3R) in a form of intrinsic plasticity by asking if ER InsP3R activation was sufficient to induce plasticity in intrinsic properties of hippocampus neurons. To do this, we employed whole-cell patch-clamp recordings to infuse D-myo-InsP3, the endogenous ligand for InsP3Rs, into hippocampus pyramidal neurons and assessed the impact of InsP3R activation on neuronal intrinsic properties. We found that such activation reduced input resistance, maximal impedance amplitude and temporal summation, but increased resonance frequency, resonance strength, sag ratio, and impedance phase lead of hippocampus pyramidal neurons. Strikingly, the magnitude of plasticity in all these measurements was dependent upon [InsP3], emphasizing the graded dependence of such plasticity on InsP3R activation. Mechanistically, we found that this InsP3-induced plasticity depended on hyperpolarization-activated cyclic-nucleotide gated (HCN) channels. Moreover, this calcium-dependent form of plasticity was critically reliant on the release of calcium through InsP3Rs, the influx of calcium through N-methyl-D -aspartate receptors and voltage-gated calcium channels, and on the protein kinase A pathway. These results delineate a causal role for InsP3Rs in graded adaptation of neuronal response dynamics through changes in plasma membrane ion channels, thereby revealing novel regulatory roles for the endoplasmic reticulum in neural coding and homeostasis. Whereas the first part of the thesis dealt with bidirectional interactions between ER membrane and plasma membrane channels/receptors within a neuron, second part focuses on cross-cellular interactions, specifically between ER membrane on astrocytes and dendritic plasma membrane of neurons. Specifically, the universality of ER-dependent calcium signalling ensures that its critical influence extends to regulating the physiology of astrocytes, an abundant form of glial cells in the hippocampus. Due to the presence of calcium release channels on ER membrane, astrocytes are calcium excitable, whereby they respond to neuronal activity by increase in their cytosolic calcium levels. Specifically, astrocytes respond to the release of neurotransmitters from neuronal presynaptic terminals through activation of metabotropic receptors expressed on their plasma membrane. Such activation results in the mobilization of cytosolic InsP3 and subsequent release of calcium through InsP3 on the astrocytes ER membrane. These ER-dependent [Ca2+]c elevations in astrocytes then result in the release of gliotransmitters from astrocytes, which bind to corresponding receptors located on neuronal plasma membrane resulting in voltage-deflections and/or activation of signaling pathways in the neuron. Although it is well established that gliotransmission constitutes an important communication channel between astrocytes and neurons, the impact of gliotransmission on neurons have largely been centered at the cell body of the neurons. Consequently, the impact of the activation of astrocytic InsP3R on neuronal dendrites, and the role of dendritic active conductances in regulating this impact have been lacking. This lacuna in mapping the spatial spread of gliotransmission in neurons is especially striking because most afferent synapses impinge on neuronal dendrites, and a significant proportion of information processing in neurons is performed in their dendritic arborization. Additionally, given that active dendritic conductances play a pivotal role in regulating the impact of fast synaptic neurotransmission on neurons, we hypothesized that such active-dendritic regulation should extend to the impact of slower extrasynaptic gliotransmission on neurons. The second part of the thesis is devoted to testing this hypothesis using dendritic and paired astrocyte-neuron electrophysiological recordings, where we also investigate the specific roles of active dendritic conductances in regulating the impact of gliotransmission initiated through activation of astrocytic InsP3Rs. In testing this hypothesis, in the second part of the thesis, we first demonstrate a significantly large increase in the amplitude of astrocytically originating spontaneous slow excitatory potentials (SEP) in distal dendrites compared to their perisomatic counterparts. Employing specific neuronal infusion of pharmacological agents, we show that blocking HCN channels increased the frequency, rise-time and width of dendritically-recorded spontaneous SEPs, whereas blockade of A-type potassium channels enhanced their amplitude. Next, through paired neuron-astrocytes recordings, we show that our conclusions on the differential roles of HCN and A-type potassium channels in modulating spontaneous SEPs also extended to SEPs induced through infusion of InsP3 in a nearby astrocyte. Additionally, employing subtype-specific receptor blockers during paired neuron-astrocyte recordings, we provide evidence that GluN2B-and GluN2D-containing NMDARs predominantly mediate perisomatic and dendritic SEPs, respectively. Finally, using morphologically realistic conductance-based computational models, we quantitatively demonstrate that dendritic conductances play an active role in mediating compartmentalization of the neuronal impact of gliotransmission. These results unveil an important role for active dendrites in regulating the impact of gliotransmission on neurons, and suggest astrocytes as a source of dendritic plateau potentials that have been implicated in localized plasticity and place cell formation. This thesis is organized into six chapters as follows: Chapter 1 lays the motivations for the questions addressed in the thesis apart from providing the highlights of the results presented here. Chapter 2 provides the background literature for the thesis, introducing facts and concepts that forms the foundation on which the rest of the chapters are built upon. In chapter 3, we present quantitative analyses of the physiological interactions between A-type potassium conductances and InsP3Rs in CA1 pyramidal neurons. In chapter 4, using electrophysiological recordings, we investigate the role of calcium released through InsP3Rs in induction of plasticity of intrinsic response dynamics, and demonstrate that this form of plasticity is consequent to changes in neuronal HCN channels. In chapter 5, we systematically map the spatial dynamics of the impact of gliotransmission on neurons across the somato-apical trunk, also unveiling the role of neuronal HCN and A-type potassium channels in compartmentalizing such impact. Finally, chapter 6 concludes the thesis highlighting its major contributions and discussing directions of future research.

Epilepsy is characterized by the hyperexcitability of individual neurons and hyper synchronization of groups of neurons (networks). The acquired changes that take place at molecular, cellular and network levels are important for the induction and maintenance of epileptic activity in the brain. Epileptic activity is known to alter the intrinsic properties and signaling of neurons. Understanding acquired changes that cause epilepsy may lead to innovative strategies to prevent or cure this neurological disorder. Advances in in vitro electrophysiological techniques together with experimental models of epilepsy are indispensible tools to understand molecular, cellular and network mechanisms that underlie epileptiform activity. The aim of the study was to investigate the epileptiform activity induced alterations in Ca2+ dynamics in apical dendrites of hippocampal subicular pyramidal neurons in slices and changes in network properties of cultured hippocampal neurons. We have also made attempts to develop an in vitro model of epilepsy using organotypic hippocampal slice cultures. In the first part of the present study, investigations on the basic properties of dendritic Ca2+ signaling in subicular pyramidal neurons during epileptiform activity are described. Subiculum, a part of the hippocampal formation is present, adjacent to the CA1 subfield. It acts as a transition zone between the hippocampus and entorhinal cortex. It receives inputs directly from the CA1 region, the entorhinal cortex, subcortical and other cortical areas. Several forms of evidences support the role of subiculum in temporal lobe epilepsy. Pronounced neuronal loss has been reported in various regions of the hippocampal formation (CA1 and CA3) leaving the subiculum generally intact in human epileptic tissue. It has been observed that epileptic activity is generated in subiculum in cases where the CA3 and CA1 regions are damaged or even absent. However, it is not clear how subicular neurons protect themselves from epileptic activity induced neuronal death. It is widely accepted that epileptiform activity induced neuronal damage is a result of an abnormally large influx of Ca2+ into neuronal compartments. In the present study, combined hippocampus / entorhinal cortical brain slices were exposed to zero Mg2+ + 4-amino pyridine artificial cerebrospinal fluid (ACSF) to generate spontaneous epileptiform discharges. Whole cell current-clamp recordings combined with Ca2+ imaging experiments (by incorporating Oregon green BAPTA-1 in the recording pipette) were performed on subicular pyramidal neurons to understand the changes in [Ca2+]i transients elicited in apical dendrites, in response to spontaneous epileptic discharges. To understand the changes occurring with respect to control, experiments were performed (in both control and in vitro epileptic conditions) where [Ca2+]i transients in dendrites were elicited by back propagating action potentials following somatic current injections. The results show clear distance-dependent changes in decay kinetics of [Ca2+]i transients (τdecay), without change in the amplitude of the [Ca2+]i transients, in distal parts (95–110 µm) compared to proximal segments (30–45 µm) of apical dendrites of subicular pyramidal neurons under in vitro epileptic condition, but not in control conditions. Pharmacological agents that block Ca2+ transporters viz. Na+/Ca2+ exchangers (Benzamil), plasma membrane Ca2+-ATPase pumps (Calmidazolium) and smooth endoplasmic reticulum Ca2+-ATPase pumps (Thapsigargin) were applied locally to the proximal and distal part of the apical dendrites in both experimental conditions to understand the molecular aspects of the Ca2+ extrusion mechanisms. The relative contribution of Na+/Ca2+ exchangers in Ca2+ extrusion was higher in the distal apical dendrite in in vitro epileptic condition. Using computer simulations with NEURON, biophysically realistic models were built to understand how faster decay of [Ca2+]i transients in the distal part of apical dendrite associated with [Ca2+]i extrusion mechanisms affect excitability of the neurons. With a linear increase in the density of Na+/Ca2+ exchangers along the apical dendrite, the decrease in τ decay values of [Ca2+]i transients in distal regions seen in experimental epileptic condition was reproduced in simulation. This linear increase in Na+/Ca2+ exchangers lowered the threshold for firing in response to consecutive synaptic inputs to the distal apical dendrite. Our results thus, show the existence of a novel neuroprotective mechanism in distal parts of the apical dendrite of subicular pyramidal neurons under in vitro epileptic condition with the Na+/Ca2+ exchangers being the major contributors to this mechanism. Although the enhanced contribution of Na+/Ca2+ exchangers helps the neuron in removing excess [Ca2+]i loads, it paradoxically makes the neuron hyperexcitable to synaptic inputs in the distal parts of the apical dendrites. Thus, the Na+/Ca2+ exchangers may actually protect subicular pyramidal neurons and at the same time contribute to the maintenance of epileptiform activity. In the second part of the study, neuronal network topologies and connectivity patterns were explored in control and glutamate injury induced epileptogenic hippocampal neuronal networks, cultured on planar multielectrode array (8×8) probes. Hyper synchronization of neuronal networks is the hallmark of epilepsy. To understand hyper synchronization and connectivity patterns of neuronal networks, electrical activity from multiple neurons were monitored simultaneously. The electrical activity recorded from a single electrode mainly consisted of randomly fired single spikes and bursts of spikes. Simultaneous measurement of electrical activity from all the 64 electrodes revealed network bursts. A network burst represents the period (lasting for 0.1–0.2 s) of synchronized activity in the network and, during this transient period, maximum numbers of neurons interact with each other. The network bursts were observed in both control and in vitro epileptic networks, but the frequency of network bursts was more in the latter, compared to former condition. Time stamps of individual spikes (from all 64 electrodes) during such time-aligned network burst were collected and stored in a matrix and used to construct the network topology. Connectivity maps were obtained by analyzing the spike trains using cross-covariance analysis and graph theory methods. Analysis of degree distribution, which is a measure of direct connections between electrodes in a neuronal network, showed exponential and Gaussian distributions in control and in vitro epileptic networks, respectively. Quantification of number of direct connections per electrode revealed that the in vitro epileptic networks showed much higher number of direct connections per electrode compared to control networks. Our results suggest that functional two-dimensional neuronal networks in vitro are not scale-free (not a power law degree distribution). After brief exposure to glutamate, normal hippocampal neuronal networks became hyperexcitable and fired a larger number of network bursts with altered network topology. Quantification of clustering coefficient and path length in these two types of networks revealed that the small-world network property was lost once the networks become epileptic and this was accompanied by a change from an exponential to a Gaussian network. In the last part of the study, we have explored if an excitotoxic glutamate injury (20 µM for 10 min) that produces spontaneous, recurrent, epileptiform discharges in cultured hippocampal neurons can induce epileptogenesis in hippocampal neurons of organotypic brain slice cultures. In vitro models of epilepsy are necessary to understand the mechanisms underlying seizures, the changes in brain structure and function that underlie epilepsy and are the best methods for developing new antiseizure and antiepileptogenic strategies. Glutamate receptor over-activation has been strongly associated with epileptogenesis. Recent studies have shown that brief exposure of dissociated hippocampal neurons in culture to glutamate (20 µM for 10 min) induces epileptogenesis in surviving neurons. Our aim was to extend the in vitro model of glutamate injury induced epilepsy to the slice preparations with intact brain circuits. Patch clamp technique in current-clamp mode was employed to monitor the expression of spontaneous epileptiform discharges from CA1 and CA3 neurons using several combinations of glutamate injury protocols. The results presented here represent preliminary efforts to standardize the glutamate injury protocol for inducing epileptogenesis in organotypic slice preparations. Our results indicate that glutamate injury protocols that induced epileptogenesis in dissociated hippocampal neurons in culture failed to turn CA1 and CA3 neurons of organotypic brain slice cultures epileptic. We also found that the CA1 and CA3 neurons of organotypic brain slice cultures are resilient to induction of epileptogenesis by glutamate injury protocols with 10 times higher concentrations of glutamate (200µM) than that used for neuronal cultures and long exposure periods (upto 30 min). These results clearly show that the factors involved in induction of epileptiform activity after glutamate injury in neuronal cultures and those involved in making the neurons in organotypic slices resilient to such insults are different, and understanding them could give vital clues about epileptogenesis and its control. The resilience of CA1 and CA3 neurons seen could be due to differences in homeostatic plasticity that operate in both these experimental systems. However, further studies are required to corroborate this hypothesis.

Epilepsy is characterized by the hyperexcitability of individual neurons and hyper synchronization of groups of neurons (networks). The acquired changes that take place at molecular, cellular and network levels are important for the induction and maintenance of epileptic activity in the brain. Epileptic activity is known to alter the intrinsic properties and signaling of neurons. Understanding acquired changes that cause epilepsy may lead to innovative strategies to prevent or cure this neurological disorder. Advances in in vitro electrophysiological techniques together with experimental models of epilepsy are indispensible tools to understand molecular, cellular and network mechanisms that underlie epileptiform activity. The aim of the study was to investigate the epileptiform activity induced alterations in Ca2+ dynamics in apical dendrites of hippocampal subicular pyramidal neurons in slices and changes in network properties of cultured hippocampal neurons. We have also made attempts to develop an in vitro model of epilepsy using organotypic hippocampal slice cultures. In the first part of the present study, investigations on the basic properties of dendritic Ca2+ signaling in subicular pyramidal neurons during epileptiform activity are described. Subiculum, a part of the hippocampal formation is present, adjacent to the CA1 subfield. It acts as a transition zone between the hippocampus and entorhinal cortex. It receives inputs directly from the CA1 region, the entorhinal cortex, subcortical and other cortical areas. Several forms of evidences support the role of subiculum in temporal lobe epilepsy. Pronounced neuronal loss has been reported in various regions of the hippocampal formation (CA1 and CA3) leaving the subiculum generally intact in human epileptic tissue. It has been observed that epileptic activity is generated in subiculum in cases where the CA3 and CA1 regions are damaged or even absent. However, it is not clear how subicular neurons protect themselves from epileptic activity induced neuronal death. It is widely accepted that epileptiform activity induced neuronal damage is a result of an abnormally large influx of Ca2+ into neuronal compartments. In the present study, combined hippocampus / entorhinal cortical brain slices were exposed to zero Mg2+ + 4-amino pyridine artificial cerebrospinal fluid (ACSF) to generate spontaneous epileptiform discharges. Whole cell current-clamp recordings combined with Ca2+ imaging experiments (by incorporating Oregon green BAPTA-1 in the recording pipette) were performed on subicular pyramidal neurons to understand the changes in [Ca2+]i transients elicited in apical dendrites, in response to spontaneous epileptic discharges. To understand the changes occurring with respect to control, experiments were performed (in both control and in vitro epileptic conditions) where [Ca2+]i transients in dendrites were elicited by back propagating action potentials following somatic current injections. The results show clear distance-dependent changes in decay kinetics of [Ca2+]i transients (τdecay), without change in the amplitude of the [Ca2+]i transients, in distal parts (95–110 µm) compared to proximal segments (30–45 µm) of apical dendrites of subicular pyramidal neurons under in vitro epileptic condition, but not in control conditions. Pharmacological agents that block Ca2+ transporters viz. Na+/Ca2+ exchangers (Benzamil), plasma membrane Ca2+-ATPase pumps (Calmidazolium) and smooth endoplasmic reticulum Ca2+-ATPase pumps (Thapsigargin) were applied locally to the proximal and distal part of the apical dendrites in both experimental conditions to understand the molecular aspects of the Ca2+ extrusion mechanisms. The relative contribution of Na+/Ca2+ exchangers in Ca2+ extrusion was higher in the distal apical dendrite in in vitro epileptic condition. Using computer simulations with NEURON, biophysically realistic models were built to understand how faster decay of [Ca2+]i transients in the distal part of apical dendrite associated with [Ca2+]i extrusion mechanisms affect excitability of the neurons. With a linear increase in the density of Na+/Ca2+ exchangers along the apical dendrite, the decrease in τ decay values of [Ca2+]i transients in distal regions seen in experimental epileptic condition was reproduced in simulation. This linear increase in Na+/Ca2+ exchangers lowered the threshold for firing in response to consecutive synaptic inputs to the distal apical dendrite. Our results thus, show the existence of a novel neuroprotective mechanism in distal parts of the apical dendrite of subicular pyramidal neurons under in vitro epileptic condition with the Na+/Ca2+ exchangers being the major contributors to this mechanism. Although the enhanced contribution of Na+/Ca2+ exchangers helps the neuron in removing excess [Ca2+]i loads, it paradoxically makes the neuron hyperexcitable to synaptic inputs in the distal parts of the apical dendrites. Thus, the Na+/Ca2+ exchangers may actually protect subicular pyramidal neurons and at the same time contribute to the maintenance of epileptiform activity. In the second part of the study, neuronal network topologies and connectivity patterns were explored in control and glutamate injury induced epileptogenic hippocampal neuronal networks, cultured on planar multielectrode array (8×8) probes. Hyper synchronization of neuronal networks is the hallmark of epilepsy. To understand hyper synchronization and connectivity patterns of neuronal networks, electrical activity from multiple neurons were monitored simultaneously. The electrical activity recorded from a single electrode mainly consisted of randomly fired single spikes and bursts of spikes. Simultaneous measurement of electrical activity from all the 64 electrodes revealed network bursts. A network burst represents the period (lasting for 0.1–0.2 s) of synchronized activity in the network and, during this transient period, maximum numbers of neurons interact with each other. The network bursts were observed in both control and in vitro epileptic networks, but the frequency of network bursts was more in the latter, compared to former condition. Time stamps of individual spikes (from all 64 electrodes) during such time-aligned network burst were collected and stored in a matrix and used to construct the network topology. Connectivity maps were obtained by analyzing the spike trains using cross-covariance analysis and graph theory methods. Analysis of degree distribution, which is a measure of direct connections between electrodes in a neuronal network, showed exponential and Gaussian distributions in control and in vitro epileptic networks, respectively. Quantification of number of direct connections per electrode revealed that the in vitro epileptic networks showed much higher number of direct connections per electrode compared to control networks. Our results suggest that functional two-dimensional neuronal networks in vitro are not scale-free (not a power law degree distribution). After brief exposure to glutamate, normal hippocampal neuronal networks became hyperexcitable and fired a larger number of network bursts with altered network topology. Quantification of clustering coefficient and path length in these two types of networks revealed that the small-world network property was lost once the networks become epileptic and this was accompanied by a change from an exponential to a Gaussian network. In the last part of the study, we have explored if an excitotoxic glutamate injury (20 µM for 10 min) that produces spontaneous, recurrent, epileptiform discharges in cultured hippocampal neurons can induce epileptogenesis in hippocampal neurons of organotypic brain slice cultures. In vitro models of epilepsy are necessary to understand the mechanisms underlying seizures, the changes in brain structure and function that underlie epilepsy and are the best methods for developing new antiseizure and antiepileptogenic strategies. Glutamate receptor over-activation has been strongly associated with epileptogenesis. Recent studies have shown that brief exposure of dissociated hippocampal neurons in culture to glutamate (20 µM for 10 min) induces epileptogenesis in surviving neurons. Our aim was to extend the in vitro model of glutamate injury induced epilepsy to the slice preparations with intact brain circuits. Patch clamp technique in current-clamp mode was employed to monitor the expression of spontaneous epileptiform discharges from CA1 and CA3 neurons using several combinations of glutamate injury protocols. The results presented here represent preliminary efforts to standardize the glutamate injury protocol for inducing epileptogenesis in organotypic slice preparations. Our results indicate that glutamate injury protocols that induced epileptogenesis in dissociated hippocampal neurons in culture failed to turn CA1 and CA3 neurons of organotypic brain slice cultures epileptic. We also found that the CA1 and CA3 neurons of organotypic brain slice cultures are resilient to induction of epileptogenesis by glutamate injury protocols with 10 times higher concentrations of glutamate (200µM) than that used for neuronal cultures and long exposure periods (upto 30 min). These results clearly show that the factors involved in induction of epileptiform activity after glutamate injury in neuronal cultures and those involved in making the neurons in organotypic slices resilient to such insults are different, and understanding them could give vital clues about epileptogenesis and its control. The resilience of CA1 and CA3 neurons seen could be due to differences in homeostatic plasticity that operate in both these experimental systems. However, further studies are required to corroborate this hypothesis.

The biophysical properties and distribution of voltage gated ion channels shape the spatio-temporal pattern of synaptic inputs and determine the input-output properties of the neuron. Of the various voltage-gated ion channels, persistent Na⁺ current (INaP) is of interest because of its activation near rest, slow inactivation kinetics, and consequent effects on excitability. Overshadowed by transient Na⁺ current (INaT) of large amplitude and fast inactivation, various quantitative characterizations of INaP have yet to provide a clear understanding of their role in neuronal excitability. We addressed this question using quantitative electrophysiology to compare somatic INaP and INaT in 4–7 week old Sprague-Dawley rat hippocampal CA1 pyramidal neurons. INaP was evoked with 0.4 mV/ms ramp voltage commands and INaT with step commands in hippocampal neurons from in vitro brain slices utilizing nucleated patch-clamp recording. INaP was found to have a density of 1.4 ± 0.7 pA/pF in the soma. Compared to INaT, it has a much smaller amplitude (2.38% of INaT) and distinct voltage dependence of activation (16.7 mV lower half maximal activation voltage and 41.3% smaller slope factor than those of INaT). The quantitative measurement of INaT gave the activation time constant ([tau]m) of 22.2 ± 2.3 [mu]s at 40 mV. Hexanol, which has anesthetic effects, was shown to preferentially block INaP compared to INaT with a significant voltage threshold elevation (4.6 ± 0.7 mV) and delayed 1st spike latency (221 ± 54.6 ms) suggesting reduced neuronal excitability. The number of spikes evoked by either given step current injections or [alpha]-EPSP integration was also significantly decreased. The differential blocking of INaP by halothane, a popularly used volatile anesthetic, further supports the critical role of INaP in setting voltage threshold. Taken together, the presence of INaP in the soma demonstrates an intrinsic mechanism utilized by hippocampal CA1 pyramidal neurons to regulate axonal spike initiation through different biophysical properties of the Na⁺ channel. Furthermore, INaP becomes an interesting target of intrinsic plasticity because of its profound effect on the input-output function of the neuron.
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Systematic investigations through several experimental techniques have revealed that hippocampal pyramidal neurons express voltage gated ion channels (VGICs) with well-defined gradients along their dendritic arbor. These actively maintained gradients in various dendritic VGICs effectuate several stereotypic, topographically continuous functional gradients along the topograph of the dendritic arbor, and have been referred to as intraneuronal functional maps. The prime goal of my thesis was to understand the emergence and homeostasis of the several coexistent functional maps that express within hippocampal pyramidal neurons. In the first part of the thesis, we focus only on spatial interactions between ion channels and analyzed the role of such interactions in the emergence of functional maps. We developed a generalized quantitative framework, the influence field, to analyze the extent of influence of a spatially localized VGIC cluster. Employing this framework, we showed that a localized VGIC cluster could have spatially widespread influence, and was heavily reliant on the specific physiological property and background conductances. Using the influence field model, we reconstructed functional gradients from VGIC conductance gradients, and demonstrated that the cumulative contribution of VGIC conductances in adjacent compartments plays a critical role in determining physiological properties at a given location. These results suggested that spatial interactions among spatially segregated VGIC clusters are necessary for the emergence of the functional maps. In the second part of the thesis, we assessed the specific roles of only kinetic interactions between ion channels in determining physiological properties by employing a single-compartmental model. In doing this, we analyzed the roles of interactions among several VGICs in regulating intrinsic response dynamics. Using global sensitivity analysis, we showed that functionally similar models could be achieved even when underlying parameters displayed tremendous variability and exhibited weak pair-wise correlations. These results suggested that that response homeostasis could be achieved through several non-unique channel combinations, as an emergent consequence of kinetic interactions among these channel conductances. In the final part of the thesis, we analyzed the combined impact of both spatial and kinetic interactions among ion channel conductances on the emergence and homeostasis of functional maps in a neuronal model endowed with extensive dendritic arborization. To do this, we performed global sensitivity analysis on morphologically realistic conductance-based models of hippocampal pyramidal neurons that coexpressed six functional maps. We found topographically continuous functional maps to emerge from disparate model parameters with weak pair-wise correlations between parameters. These results implied that individual channel properties need not be set at constant values in achieving overall homeostasis of several coexistent functional maps. We suggest collective channelostasis, where several channels regulate their properties and expression profiles in an uncorrelated manner, as an alternative for accomplishing functional map homeostasis. Finally, we developed a methodology to assess the contribution of individual channel conductances to the various functional measurements employing virtual knockout simulations. We found that the deletion of individual channels resulted in variable, measurement-and location-specific impacts across the model population.

Systematic investigations through several experimental techniques have revealed that hippocampal pyramidal neurons express voltage gated ion channels (VGICs) with well-defined gradients along their dendritic arbor. These actively maintained gradients in various dendritic VGICs effectuate several stereotypic, topographically continuous functional gradients along the topograph of the dendritic arbor, and have been referred to as intraneuronal functional maps. The prime goal of my thesis was to understand the emergence and homeostasis of the several coexistent functional maps that express within hippocampal pyramidal neurons. In the first part of the thesis, we focus only on spatial interactions between ion channels and analyzed the role of such interactions in the emergence of functional maps. We developed a generalized quantitative framework, the influence field, to analyze the extent of influence of a spatially localized VGIC cluster. Employing this framework, we showed that a localized VGIC cluster could have spatially widespread influence, and was heavily reliant on the specific physiological property and background conductances. Using the influence field model, we reconstructed functional gradients from VGIC conductance gradients, and demonstrated that the cumulative contribution of VGIC conductances in adjacent compartments plays a critical role in determining physiological properties at a given location. These results suggested that spatial interactions among spatially segregated VGIC clusters are necessary for the emergence of the functional maps. In the second part of the thesis, we assessed the specific roles of only kinetic interactions between ion channels in determining physiological properties by employing a single-compartmental model. In doing this, we analyzed the roles of interactions among several VGICs in regulating intrinsic response dynamics. Using global sensitivity analysis, we showed that functionally similar models could be achieved even when underlying parameters displayed tremendous variability and exhibited weak pair-wise correlations. These results suggested that that response homeostasis could be achieved through several non-unique channel combinations, as an emergent consequence of kinetic interactions among these channel conductances. In the final part of the thesis, we analyzed the combined impact of both spatial and kinetic interactions among ion channel conductances on the emergence and homeostasis of functional maps in a neuronal model endowed with extensive dendritic arborization. To do this, we performed global sensitivity analysis on morphologically realistic conductance-based models of hippocampal pyramidal neurons that coexpressed six functional maps. We found topographically continuous functional maps to emerge from disparate model parameters with weak pair-wise correlations between parameters. These results implied that individual channel properties need not be set at constant values in achieving overall homeostasis of several coexistent functional maps. We suggest collective channelostasis, where several channels regulate their properties and expression profiles in an uncorrelated manner, as an alternative for accomplishing functional map homeostasis. Finally, we developed a methodology to assess the contribution of individual channel conductances to the various functional measurements employing virtual knockout simulations. We found that the deletion of individual channels resulted in variable, measurement-and location-specific impacts across the model population.

碩士
國立中興大學
獸醫學系暨研究所
96
Pregnancy and mothering lead to be hormonal, neurological and behavioral changes that are essential for successful reproduction. The mother must adapt to the demands of her offspring and the localization of food, water and nest within a short time. Recent studies have shown that pregnancy and mothering affect not only brain areas associated with the expression of maternal behavior such as the medial preoptic area, the basolateral and medial amygdala but also the prefrontal cortex and hippocampus. These findings prompted us to investigate whether motherhood permanently altered the receiving structures-dendritic spines of neurons of the primary sensorimotor cortex and hippocampus. Here we studied the dendrites of the output neurons, namely layer III and V pyramidal neurons of sensorimotor cortex and CA1 pyramidal neurons using intracellular dye injection technique. Results show that neurons of both brain areas of the pregnant, lactating and postpartum (63days) rats had more dendritic spines than those of the proestrus nulliparous rats. In addition, pregnant, lactating rats also performed significantly better in Morris water maze and displayed higher sensitivity on hot plate test than nulliparous rats. Taken together, our results suggest that plastic changes of the dendrites of the output neurons of the sensorimotor cortex and hippocampus might underlie the behavioral enhancement associated with reproductive experience and active maternity in female rats.

Biological entities must adopt mechanisms to override the impact of external perturbations to achieve stability and robustness. A crucial feature of biological systems is that they exhibit several forms of heterogeneities spanning all scales of functional analysis. A central question on biological robustness is therefore its relationship to heterogeneities, specifically addressing details pertaining to whether biological heterogeneities promote or impede robustness. In this thesis, we chose the mammalian CA3 sub-region of the hippocampus to be the system of interest towards understanding the impact of the biophysical heterogeneities on the functional robustness across the cellular and network scales. Heterogeneities at the cellular scale are associated with the intrinsic properties of the CA3 pyramidal neurons as well as with synaptic inputs. The overall goal here was to assess the robust emergence of neuronal intrinsic properties (input resistance, back-propagating action potential amplitude, bursting and spiking profiles) along with complex spike bursting (CSB) in the CA3 pyramidal neurons with respect to heterogeneities in their parametric and measurement spaces. We generated a heterogeneous population of 12,000 random morphologically and biophysically realistic CA3 pyramidal neurons spanning a broad spectrum of parameters. We found two functional sub-classes of intrinsic bursting and regular spiking neurons, with significant differences in the expression profiles of N-type calcium and calcium-activated potassium (SK) channels. By triggering CSBs in all valid models using a variety of protocols, we observed substantial heterogeneities in the CSB propensities across models and protocols. Employing the virtual knockout approach for 7 different ion channels and N-methyl-D-aspartate receptors individually, we noted that synergistic interactions between several intrinsic and synaptic components regulated the robust emergence of CSB in these neurons. Together, we demonstrate the expression of ion-channel degeneracy in the robust emergence of physiological properties of CA3 pyramidal neurons including CSB, despite pronounced heterogeneities in their intrinsic and synaptic components. Heterogeneities at the network scale are associated with intrinsic and synaptic components, with synaptic heterogeneities spanning local connections as well as afferent inputs from other brain regions. In this part of the thesis, we assessed the impact of neural-circuit heterogeneities, balance between excitatory and inhibitory synaptic strengths, and trial-to-trial variability on the spatial tuning profiles and spatial information transfer in the CA3 recurrent network. We employed homogeneous and heterogenous networks and stimulated them with spatially modulated inputs and employed the stimulus-specific information (SSI) metric to quantify the spatial information transfer by the place cells in these networks. We observed notable heterogeneities in spatial information transfer across both homogeneous and heterogeneous networks, with information transfer also dependent on synaptic inhibition strengths and trial-to-trial variabilities. Strikingly, spatial information transfer was robust to relatively higher noise levels in the heterogeneous networks compared to their homogeneous counterparts, thereby highlighting a crucial role for neural heterogeneities in enhancing the robustness of spatial information transfer in a recurrent place-cell network. We also found that a precise balance between recurrent and afferent connectivity was essential to maintain optimal spatial information transfer in neurons of such networks. Our analyses postulate a critical role for intrinsic heterogeneities in enhancing the robustness of spatial information transfer in a recurrent network of spatially tuned neurons. Together, these analyzes point to a beneficial role for neural heterogeneities in the robustness of single-neuron and network physiology in the CA3 sub-region of the hippocampus.