Response variability in the mammalian auditory cortex: an objection to feature detection?

Research strategy in the auditory system has tended to parallel that in the visual system, where neurons have been shown to respond selectively to specific stimulus parameters. Auditory neurons have been shown to be sensitive to changes in acoustic parameters, but only rarely have neurons been reported that respond exclusively to only one biologically significant sound. Even at higher levels of the auditory system very few cells have been found that could be described as "vocalization detectors." In addition, variability in responses to artificial sounds have been reported for auditory cortical neurons similar to the response variability that has been reported in the visual system. Recent evidence indicates that the responses of auditory cortical neurons to species-specific vocalizations can also be labile, varying in both strength and selectivity. This is especially true of the secondary auditory cortex. This variability, coupled with the lack of extreme specificity in the secondary auditory cortex, suggests that secondary cortical neurons are not well suited for the role of "vocalization detectors."     

A network of spiking neurons that can represent interval timing: mean field analysis

Despite the vital importance of our ability to accurately process and encode temporal information, the underlying neural mechanisms are largely unknown. We have previously described a theoretical framework that explains how temporal representations, similar to those reported in the visual cortex, can form in locally recurrent cortical networks as a function of reward modulated synaptic plasticity. This framework allows networks of both linear and spiking neurons to learn the temporal interval between a stimulus and paired reward signal presented during training. Here we use a mean field approach to analyze the dynamics of non-linear stochastic spiking neurons in a network trained to encode specific time intervals. This analysis explains how recurrent excitatory feedback allows a network structure to encode temporal representations.     

猫初级视皮层内GIu/GABA表达比率的衰老性变化

最近的一些研究结果显示,视皮层内抑制性递质系统作用减弱可能是导致老年性视觉功能衰退的重要因素.是否皮层内兴奋性递质系统亦伴随衰老而发牛改变并影响皮层内神经兴奋与抑制的平衡尚不清楚.为此,利用Nissl染色和免疫组织化学染色方法以及Image-Pro Express图像分析软件对青、老年猫初级视皮层(17区)内各层神经元密度、兴奋性递质谷氨酸免疫反应阳性(Glu-immunoreactive,Glu-IR)神经元密度以及抑制性递质γ-氨基丁酸免疫反应阳性(γ-aminobutyric acid.immunoreactive,GABA-IR)神经元密度进行了统汁分析.结果显示,青、老年猫初级视皮层各层神经元密度均没有明显的年龄性差异(P>0.05);与青年猫相比,老年猫初级视皮层Glu-IR、GABA-IR神经元密度均显著减少(P<0.01),而Glu.IR/GABA.IR神经元密度比率去却显著增大(P<0.01).结果提示,老年猫初级视皮层内兴奋性递质系统作用相对增强,而抑制性递质系统的作用相对减弱,导致皮层内兴奋-抑制平衡关系失调,这可能是引起老年个体视觉功能衰退的重要原因之一.     

Inhibitory neurons exhibit high controlling ability in the cortical microconnectome

The brain is a network system in which excitatory and inhibitory neurons keep activity balanced in the highly non-random connectivity pattern of the microconnectome. It is well known that the relative percentage of inhibitory neurons is much smaller than excitatory neurons in the cortex. So, in general, how inhibitory neurons can keep the balance with the surrounding excitatory neurons is an important question. There is much accumulated knowledge about this fundamental question. This study quantitatively evaluated the relatively higher functional contribution of inhibitory neurons in terms of not only properties of individual neurons, such as firing rate, but also in terms of topological mechanisms and controlling ability on other excitatory neurons. We combined simultaneous electrical recording (~2.5 hours) of ~1000 neurons in vitro, and quantitative evaluation of neuronal interactions including excitatory-inhibitory categorization. This study accurately defined recording brain anatomical targets, such as brain regions and cortical layers, by inter-referring MRI and immunostaining recordings. The interaction networks enabled us to quantify topological influence of individual neurons, in terms of controlling ability to other neurons. Especially, the result indicated that highly influential inhibitory neurons show higher controlling ability of other neurons than excitatory neurons, and are relatively often distributed in deeper layers of the cortex. Furthermore, the neurons having high controlling ability are more effectively limited in number than central nodes of k-cores, and these neurons also participate in more clustered motifs. In summary, this study suggested that the high controlling ability of inhibitory neurons is a key mechanism to keep balance with a large number of other excitatory neurons beyond simple higher firing rate. Application of the selection method of limited important neurons would be also applicable for the ability to effectively and selectively stimulate E/I imbalanced disease states.     

Neuronal mechanisms of interaction of Deiters nucleus with the cerebral cortex.

The effects of stimulation of the vestibular nerve and five different cerebral cortex areas on the neuronal activity of the lateral vestibular nucleus of Deiters were studied. Stimulation of the cerebral cortex is shown to lead to antidromic and synaptic activation of Deiters neurons. The synaptic potentials of Deiters neurons evoked from the cerebral cortex were of mono- and polysynaptic origin. In particular, stimulation of the cerebral cortex evoked in Deiters neurons mono- and polysynaptic excitatory postsynaptic potentials. Collaterals of vestibulospinal neurons reaching different cortex fields as well as convergence of influences from these cortex fields on Deiters neurons were revealed. Inhibitory effects of the cerebral cortex on Deiters neurons were of polysynaptic origin and occurred rarely. The topical correlation between Deiters nucleus and different areas of the cerebral cortex was found. The peculiarities and functional significance of the effects obtained are discussed.     

Redefining chemical anatomy of glutamatergic neurotransmission

With the recent identification of the two isoforms of vesicular glutamate transporters VGLUT1 and VGLUT2 and of the presumed neuronal glutamine transporter SAT1 novel tools have been made available to unequivocally define the anatomy of glutamatergic pathways on the cellular and synaptic level. Using highly specific antisera and cRNA probes two distinct glutamatergic pathways expressing either VGLUT1 or VGLUT2 could be detected throughout the central nervous system. Areas where VGLUT1 predominated included the cerebral and cerebellar cortex and the hippocampus. VGLUT2 was mainly expressed in the thalamus, hypothalamus and brain stem. VGLUT1 and VGLUT2 synapses exhibited distinct region- and pathway-specific relationships with each other and with other classical transmitter and peptidergic systems. The glutamine transporter SAT1 was expressed in CNS neurons and in ependymal cells. Neuronal SAT1 expression comprised virtually all glutamatergic neurons but also specific subsets of cholinergic, GABAergic and aminergic neurons in the CNS. In addition to widespread expression of VGLUT1 and VGLUT2 in the CNS, peripheral tissues such as sensory neurons and pancreatic islet cells differentially expressed VGLUT isoforms and SAT1.
Our results suggest pathway-specific functional duality in the regulation of vesicular glutamate release at excitatory synapses and provide evidence for glutamine transport and metabolism in excitatory glutamatergic and diverse nonglutamatergic neurons as well.     

Electron microscopic and cytointerferometric study of the cortical neurons from the 2d-generation progeny of preneurosensitized female rats

A study was made of the sensorimotor cortex of the brain of the second generation offspring of preneurosensitized female rats. Vacuolization of the neurocyte nuclei, elevated lability of nuclear membranes, appearance of numerous dark neurons were discovered at all times of postnatal ontogenesis (from 2 to 90 days). At the same time ultrastructure of a considerable number of neurons was unchanged. The tendency toward normalization of cellular structures was noted by the 3d month. The one-month-old rats demonstrated a decrease in the content of protein substances in the nucleus and cytoplasm of the neurons as compared to normal. By the 3d month this indicator rose but did not reach the control level. It is concluded that neurosensitization of females before pregnancy affects the morphofunctional state of the neurons of the cerebral cortex in both first and second generation offspring, although the changes seen in the latter offspring are less marked, being compensated for with time.     

Patterning the cerebral cortex into distinct functional domains during development

The cerebral cortex is compartmentalized into multiple regions, including the newly evolved neocortex and evolutionarily older paleocortex and archicortex. These broad cortical regions can be further subdivided into different functional domains, each with its own unique cytoarchitecture and distinct set of input and output projections to perform specific functions. While many excitatory projection neurons show region-specific gene expression profiles, the cells are derived from the seemingly uniform progenitors in the dorsal telencephalon. Much progress has been made in defining the genetic mechanisms involved in generating the morphological and functional diversity of the central nervous system. In this review, we summarize the current knowledge of mouse corticogenesis and discuss key events involved in cortical patterning during early developmental stages.     

Optogenetic Stimulation of the Corticothalamic Pathway Affects Relay Cells and GABAergic Neurons Differently in the Mouse Visual Thalamus

The dorsal lateral geniculate nucleus (dLGN) serves as the primary conduit of retinal information to visual cortex. In addition to retinal input, dLGN receives a large feedback projection from layer VI of visual cortex. Such input modulates thalamic signal transmission in different ways that range from gain control to synchronizing network activity in a stimulus-specific manner. However, the mechanisms underlying such modulation have been difficult to study, in part because of the complex circuitry and diverse cell types this pathway innervates. To address this and overcome some of the technical limitations inherent in studying the corticothalamic (CT) pathway, we adopted a slice preparation in which we were able to stimulate CT terminal arbors in the visual thalamus of the mouse with blue light by using an adeno-associated virus to express the light-gated ion channel, ChIEF, in layer VI neurons. To examine the postsynaptic responses evoked by repetitive CT stimulation, we recorded from identified relay cells in dLGN, as well as GFP expressing GABAergic neurons in the thalamic reticular nucleus (TRN) and intrinsic interneurons of dLGN. Relay neurons exhibited large glutamatergic responses that continued to increase in amplitude with each successive stimulus pulse. While excitatory responses were apparent at postnatal day 10, the strong facilitation noted in adult was not observed until postnatal day 21. GABAergic neurons in TRN exhibited large initial excitatory responses that quickly plateaued during repetitive stimulation, indicating that the degree of facilitation was much larger for relay cells than for TRN neurons. The responses of intrinsic interneurons were smaller and took the form of a slow depolarization. These differences in the pattern of excitation for different thalamic cell types should help provide a framework for understanding how CT feedback alters the activity of visual thalamic circuitry during sensory processing as well as different behavioral or pathophysiological states.     

TrkB受体依赖的PV神经元调控小鼠视觉方位辨别能力的机制

神经营养因子-酪氨酸受体激酶B （tyrosine receptor kinase B,TrkB）信号通路在调控初级视皮层（primary visual cortex,V1）兴奋与抑制平衡上发挥着重要的作用,以往的研究揭示了其通过增加兴奋性传递效率来调控皮层兴奋性水平的机制,却并未阐明TrkB受体如何通过抑制系统来调控兴奋与抑制平衡,进而影响视觉皮层功能。为了探讨TrkB信号通路如何特异性地调控最主要的抑制性神经元——PV神经元进而对小鼠视觉皮层功能产生影响,本研究通过病毒特异性地降低V1区的PV神经元上TrkB受体的表达水平,并通过在体多通道电生理手段记录初级视皮层抑制性与兴奋性神经元功能变化,通过行为学实验测试小鼠的方位辨别能力改变。结果表明,初级视觉皮层中的PV抑制性神经元上的TrkB受体表达减少会显著增加兴奋性神经元的反应强度,减弱抑制性神经元与兴奋性神经元的方位辨别能力,增加二者的信噪比,但是小鼠个体水平的方位辨别能力出现下降。这些结果说明,TrkB信号通路并非单纯通过增加靶向PV神经元的兴奋性传递来调控PV神经元的功能,其对神经元信噪比的影响也并非由于抑制系统的增强所致。     

Structural study of the development of ocularity domains using a neural network model

We present a model for the development of ocularity domains in the visual cortex of mammals during the embryonic stage. We model the thalamo-cortical pathway with a self-organising neural network with two source layers, each of them serving different retinae, and one target layer, where the connections end. The connectivity between the source layers and the target layer is driven by Hebbian learning. In both the source layers and the target layer we assume excitatory lateral signal diffusion between proximal neurons that causes them to be correlated. According to the developmental state being modelled, we do not consider either correlation or anti-correlation between the signals originated in neurons of different retinae. The basic assumptions made are proved to be sufficient to attain a distribution of connections arranged in ocularity domains. The dependence of the geometry of the ocularity domains on the parameters of the model is analysed and a correlation between the width of the signal diffusion and the extent of the domains is found. The generality of the assumptions made allows an easy translation of the model to explain the development of other elements of the sensory nervous system.     

The late excitatory responses of the motor cortex neurons in the cat to stimulation of the pyramidal tract

Under conditions of partial suppression of GAMKA-dependent cortical inhibition in the motor cortex of anesthetized cats, a weak electrical stimulation of the pyramidal tract evoked the late slow (50-200 ms) excitatory reactions in the motor cortex neurons similar to those previously recorded under the same conditions in response to stimulation of the parietal cortex. This finding favors the proposal that the late excitatory component of the cortico-cortical response reflects the repetitive activation of cortical neurons due to excitation spread via the system of cortical recurrent excitatory collaterals.     

Excitatory projection neuron subtypes control the distribution of local inhibitory interneurons in the cerebral cortex

In the mammalian cerebral cortex, the developmental events governing the integration of excitatory projection neurons and inhibitory interneurons into balanced local circuitry are poorly understood. We report that different subtypes of projection neurons uniquely and differentially determine the laminar distribution of cortical interneurons. We find that in Fezf2?/? cortex, the exclusive absence of subcerebral projection neurons and their replacement by callosal projection neurons cause distinctly abnormal lamination of interneurons and altered GABAergic inhibition. In addition, experimental generation of either corticofugal neurons or callosal neurons below the cortex is sufficient to recruit cortical interneurons to these ectopic locations. Strikingly, the identity of the projection neurons generated, rather than strictly their birthdate, determines the specific types of interneurons recruited. These data demonstrate that in the neocortex individual populations of projection neurons cell-extrinsically control the laminar fate of interneurons and the assembly of local inhibitory circuitry.     

Peroxynitrite as a novel neuroprotective intercellular signal

It was suggested long time ago that astrocytes might play a prominent role in the distribution of energy substrates to neurons but convincing evidence was lacking. More recently, the excitatory neurotransmitter glutamate was shown to enhance aerobic glycolysis in cultured cortical astrocytes by a mechanism involving glial glutamate transporters. Using specific knockout mice for these transporters, it was demonstrated that a classical metabolic response to neuronal activation in the whisker-to-barrel system, 2-deoxyglucose accumulation, was disrupted in the somatosensory cortex of these animals at postnatal day 10. From these data, it was concluded that a net transfer of some energy substrate, preferentially lactate, must be taking place in order to fulfill increasing neuronal energy needs during periods of enhanced activity. In support of this concept, the presence of specific transporters for lactate, known as monocarboxylate transporters, was recently described both on astrocytes and neurons in vitro as well as in vivo .     

Recurrent excitation and inhibition in the optical zone of the cortex

We analyzed the slow negative wave appearing in the optic cortex of the rabbit after a single afferent irritation and the specific "enhancing" response developing after subsequent repeated stimulations of the subcortical white matter. The first type of reaction is accompanied by recurrent inhibition of cortical neurons, the second by recurrent excitation. It is assumed that the optic cortex contains well developed both excitatory and inhibitory recurrent links.A. N. Severtsov Institute of Evolutionary Morphology and Ecology of Animals, Academy of Sciences of the USSR, Moscow. Translated from Neirofiziologiya, Vol. 2, No. 4, pp. 418–422, July–August, 1970.     

The Opponent Channel Population Code of Sound Location Is an Efficient Representation of Natural Binaural Sounds

In mammalian auditory cortex, sound source position is represented by a population of broadly tuned neurons whose firing is modulated by sounds located at all positions surrounding the animal. Peaks of their tuning curves are concentrated at lateral position, while their slopes are steepest at the interaural midline, allowing for the maximum localization accuracy in that area. These experimental observations contradict initial assumptions that the auditory space is represented as a topographic cortical map. It has been suggested that a “panoramic” code has evolved to match specific demands of the sound localization task. This work provides evidence suggesting that properties of spatial auditory neurons identified experimentally follow from a general design principle- learning a sparse, efficient representation of natural stimuli. Natural binaural sounds were recorded and served as input to a hierarchical sparse-coding model. In the first layer, left and right ear sounds were separately encoded by a population of complex-valued basis functions which separated phase and amplitude. Both parameters are known to carry information relevant for spatial hearing. Monaural input converged in the second layer, which learned a joint representation of amplitude and interaural phase difference. Spatial selectivity of each second-layer unit was measured by exposing the model to natural sound sources recorded at different positions. Obtained tuning curves match well tuning characteristics of neurons in the mammalian auditory cortex. This study connects neuronal coding of the auditory space with natural stimulus statistics and generates new experimental predictions. Moreover, results presented here suggest that cortical regions with seemingly different functions may implement the same computational strategy-efficient coding.     

The functional upregulation of piriform cortex is associated with cross-modal plasticity in loss of whisker tactile inputs

Background

Cross-modal plasticity is characterized as the hypersensitivity of remaining modalities after a sensory function is lost in rodents, which ensures their awareness to environmental changes. Cellular and molecular mechanisms underlying cross-modal sensory plasticity remain unclear. We aim to study the role of different types of neurons in cross-modal plasticity.

Methodology/Principal Findings

In addition to behavioral tasks in mice, whole-cell recordings at the excitatory and inhibitory neurons, and their two-photon imaging, were conducted in piriform cortex. We produced a mouse model of cross-modal sensory plasticity that olfactory function was upregulated by trimming whiskers to deprive their sensory inputs. In the meantime of olfactory hypersensitivity, pyramidal neurons and excitatory synapses were functionally upregulated, as well as GABAergic cells and inhibitory synapses were downregulated in piriform cortex from the mice of cross-modal sensory plasticity, compared with controls. A crosswire connection between barrel cortex and piriform cortex was established in cross-modal plasticity.

Conclusion/Significance

An upregulation of pyramidal neurons and a downregulation of GABAergic neurons strengthen the activities of neuronal networks in piriform cortex, which may be responsible for olfactory hypersensitivity after a loss of whisker tactile input. This finding provides the clues for developing therapeutic strategies to promote sensory recovery and substitution.     

Bifurcation analysis of a neural network model

This paper describes the analysis of the well known neural network model by Wilson and Cowan. The neural network is modeled by a system of two ordinary differential equations that describe the evolution of average activities of excitatory and inhibitory populations of neurons. We analyze the dependence of the model's behavior on two parameters. The parameter plane is partitioned into regions of equivalent behavior bounded by bifurcation curves, and the representative phase diagram is constructed for each region. This allows us to describe qualitatively the behavior of the model in each region and to predict changes in the model dynamics as parameters are varied. In particular, we show that for some parameter values the system can exhibit long-period oscillations. A new type of dynamical behavior is also found when the system settles down either to a stationary state or to a limit cycle depending on the initial point.     

Studying protein degradation pathways in vivo using a cranial window-based approach

Understanding how specific proteins are degraded by neurons in living animals is a fundamental question with relevance to many neurodegenerative diseases. Dysfunction in the ubiquitin-proteasome system (UPS) specifically has been implicated in several important neurodegenerative diseases including Alzheimer's Disease, Parkinson's Disease, and amyotrophic lateral sclerosis. Research in this area has been limited by the fact that many inhibitors of the UPS given systemically do not cross the blood-brain barrier (BBB) in appreciable levels. This limits the ability to easily test in vivo specific hypotheses generated in reduced systems, like brain slice or dissociated cell culture, about whether the UPS may degrade a particular protein of interest. Although several techniques including intracerebral application via direct syringe injection, catheter-pump systems and drug-eluting beads are available to introduce BBB-impermeant drugs into brain they each have certain limitations and new approaches could provide further insights into this problem. In order to test the role of the UPS in protein degradation in vivo we have developed a strategy to treat mouse cortex with the UPS inhibitor clasto-lactacystin beta-lactone (CLBL) via a "cranial window" and recover the treated tissue for immunoblot analysis. This approach can be used in several different cranial window configurations including single window and double hemi-window arrangements that are tailored for different applications. We have also developed two different strategies for recovering treated cortical tissue including a vibratome/laser capture microscopy (LCM)-based and a vibratome only-based approach, each with its own specific advantages. We have documented UPS inhibition >600μm deep into the cortex with this strategy. This set of techniques in the living mammalian brain is complementary to previously developed approaches and extends the repertoire of tools that can be used to the study protein degradation pathways relevant to neurodegenerative disease.