Action potentials

动作电位
  • 文章类型: Journal Article
    Lesion studies have historically been instrumental for establishing causal connections between brain and behavior. They stand to provide additional insight if integrated with multielectrode techniques common in systems neuroscience. Here, we present and test a platform for creating electrolytic lesions through chronically implanted, intracortical multielectrode probes without compromising the ability to acquire neuroelectrophysiology. A custom-built current source provides stable current and allows for controlled, repeatable lesions in awake-behaving animals. Performance of this novel lesioning technique was validated using histology from ex vivo and in vivo testing, current and voltage traces from the device, and measurements of spiking activity before and after lesioning. This electrolytic lesioning method avoids disruptive procedures, provides millimeter precision over the extent and submillimeter precision over the location of the injury, and permits electrophysiological recording of single-unit activity from the remaining neuronal population after lesioning. This technique can be used in many areas of cortex, in several species, and theoretically with any multielectrode probe. The low-cost, external lesioning device can also easily be adopted into an existing electrophysiology recording setup. This technique is expected to enable future causal investigations of the recorded neuronal population\'s role in neuronal circuit function, while simultaneously providing new insight into local reorganization after neuron loss.
    Over the past three decades, the field of neuroscience has made significant leaps in understanding how the brain works. This is largely thanks to microelectrode arrays, devices which are surgically implanted into the outermost layer of the brain known as the cortex. Once inserted, these devices can precisely monitor the electrical activity of a few hundred neurons while also stimulating neurons to reversibly modulate their activity. However, current microelectrode arrays are missing a key function: they cannot irreversibly inactivate neurons over long-time scales. This ability would allow researchers to understand how networks of neurons adapt and re-organize after injury or during neurodegenerative diseases where brain cells are progressively lost. To address this limitation, Bray, Clarke, et al. developed a device capable of creating consistent amounts of neuron loss, while retaining the crucial ability to record electrical activity following a lesion. Calibration tests in sheep and pigs provided the necessary parameters for this custom circuit, which was then verified as safe in non-human primates. These experiments demonstrated that the device could effectively cause neuron loss without compromising the recording capabilities of the microelectrode array. By seamlessly integrating neuron inactivation with monitoring of neuronal activity, scientists can now investigate the direct effects of such damage and subsequent neural reorganization. This device could help neuroscientists to explore neural repair and rehabilitation after brain cell loss, which may lead to better treatments for neurodegenerative diseases. In addition, this technique could offer insights into the interactions between neural circuits that drive behavior, enhancing our understanding of the complex mechanisms underlying how the brain works.
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  • 文章类型: Journal Article
    在间歇再现任务中,动物必须记住开始间隔的事件,并预测计划响应的时间以终止间隔。因此,间隔再现任务允许研究过去的记忆和未来的预期。我们分析了啮齿动物内侧前额叶皮层[J.Henke等人。,eLife10,e71612(2021)]在间隔再现任务中,并通过使用分层贝叶斯模型对其时间感受野进行建模来识别两个细胞组。“过去的单元格”组中的激发在间隔开始时达到峰值,并以指数方式放松回到基线。“未来细胞”组中的射击呈指数增长,并在间隔结束时计划的行动之前达到顶峰。与先前的假设相反,大脑中的定时信息在给定间隔内具有一个或两个时间尺度,我们发现了过去和未来细胞群指数速率常数连续分布的有力证据.时间的真实拉普拉斯变换预测了整个人口中速率常数的连续分布的指数点火。因此,可以用从过去事件开始的时间的拉普拉斯变换来识别过去细胞的激发模式,而可以用直到计划的未来事件的时间的拉普拉斯变换来识别未来细胞的激发模式。
    In interval reproduction tasks, animals must remember the event starting the interval and anticipate the time of the planned response to terminate the interval. The interval reproduction task thus allows for studying both memory for the past and anticipation of the future. We analyzed previously published recordings from the rodent medial prefrontal cortex [J. Henke et al., eLife10, e71612 (2021)] during an interval reproduction task and identified two cell groups by modeling their temporal receptive fields using hierarchical Bayesian models. The firing in the \"past cells\" group peaked at the start of the interval and relaxed exponentially back to baseline. The firing in the \"future cells\" group increased exponentially and peaked right before the planned action at the end of the interval. Contrary to the previous assumption that timing information in the brain has one or two time scales for a given interval, we found strong evidence for a continuous distribution of the exponential rate constants for both past and future cell populations. The real Laplace transformation of time predicts exponential firing with a continuous distribution of rate constants across the population. Therefore, the firing pattern of the past cells can be identified with the Laplace transform of time since the past event while the firing pattern of the future cells can be identified with the Laplace transform of time until the planned future event.
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  • 文章类型: Journal Article
    自2006年尖峰神经P系统(SNP系统)提出以来,它已成为膜计算领域的研究热点。SNP系统通过编码执行计算,processing,和尖峰信息的传输,可以看作是第三代神经网络。作为SNP系统的变体,全局异步数值尖峰神经P系统(ANSNP系统)可适应更广泛的应用场景。然而,在生物神经科学中,一些神经元在一个社区内同步工作,在大脑中执行特定的功能。受此启发,我们的工作研究了一个包含某些局部同步神经元集的全局异步尖峰神经P系统(ANSNP系统)。在这些本地同步集中,神经元必须同时执行它们的生产函数,从而减少对阈值的依赖并增强ANSNP系统中的控制不确定性。通过分析ADD,SUB,和FIN模块在生成模式下,以及接受模式下的输入和添加模块,本文展示了新系统作为生成器和接受器的计算能力。此外,本文将每个模块与其他SNP系统中的模块进行了比较,考虑神经元的最大数量和每个神经元的规则。结果表明,这种新的ANSNP系统至少与现有的SNP系统一样有效。
    Since the spiking neural P system (SN P system) was proposed in 2006, it has become a research hotspot in the field of membrane computing. The SN P system performs computations through the encoding, processing, and transmission of spiking information and can be regarded as a third-generation neural network. As a variant of the SN P system, the global asynchronous numerical spiking neural P system (ANSN P system) is adaptable to a broader range of application scenarios. However, in biological neuroscience, some neurons work synchronously within a community to perform specific functions in the brain. Inspired by this, our work investigates a global asynchronous spiking neural P system (ANSN P system) that incorporates certain local synchronous neuron sets. Within these local synchronous sets, neurons must execute their production functions simultaneously, thereby reducing dependence on thresholds and enhancing control uncertainty in ANSN P systems. By analyzing the ADD, SUB, and FIN modules in the generating mode, as well as the INPUT and ADD modules in the accepting mode, this paper demonstrates the novel system\'s computational capacity as both a generator and an acceptor. Additionally, this paper compares each module to those in other SN P systems, considering the maximum number of neurons and rules per neuron. The results show that this new ANSN P system is at least as effective as the existing SN P systems.
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  • 文章类型: Journal Article
    先前的研究已经记录了纹状体及其多巴胺能输入在时间处理中的作用,但尚未具体研究纹状体局部胆碱能神经支配的贡献。为了解决这个问题,我们记录了张力活跃神经元(TAN)的活动,被认为是纹状体中的胆碱能中间神经元,在经过秒范围内的指定间隔后,两只雄性猕猴进行自我启动运动。行为数据表明,根据时间要求调整了运动时间。所有记录的TAN中约有三分之一在响应指示间隔持续时间的提示时显示出短暂的击发抑制,这些调制的强度是,在某些情况下,与运动的时间有关。行动的奖励结果也影响了TAN活动,这反映在猴子在连续试验中进行正确定时的运动时,对提示的反应更强,而对奖励的反应更弱。因此,看起来TAN响应可以充当用于跟踪时间的开始信号,并且奖励预测可以被结合在该信令功能中。我们得出的结论是,纹状体胆碱能TAN系统在时间处理中的作用体现在预测计时行为期间的有益结果中。
    Prior studies have documented the role of the striatum and its dopaminergic input in time processing, but the contribution of local striatal cholinergic innervation has not been specifically investigated. To address this issue, we recorded the activity of tonically active neurons (TANs), thought to be cholinergic interneurons in the striatum, in two male macaques performing self-initiated movements after specified intervals in the seconds range have elapsed. The behavioral data showed that movement timing was adjusted according to the temporal requirements. About one-third of all recorded TANs displayed brief depressions in firing in response to the cue that indicates the interval duration, and the strength of these modulations was, in some instances, related to the timing of movement. The rewarding outcome of actions also impacted TAN activity, as reflected by stronger responses to the cue paralleled by weaker responses to reward when monkeys performed correctly timed movements over consecutive trials. It therefore appears that TAN responses may act as a start signal for keeping track of time and reward prediction could be incorporated in this signaling function. We conclude that the role of the striatal cholinergic TAN system in time processing is embedded in predicting rewarding outcomes during timing behavior.
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  • 文章类型: Journal Article
    先前的研究已经描述了神经胶质瘤细胞和神经元之间存在的复杂的相互作用;然而,神经胶质瘤细胞内源性的电生理特性仍然不清楚。为了解决这个问题,我们对人类神经胶质瘤标本进行了补丁测序(Patch-seq),发现IDH突变体(IDHmut)肿瘤中有三分之一的补丁细胞表现出神经元和神经胶质的特性。为了定义这些杂交细胞(HCs),哪个火单身,短动作电位,辨别它们是否来源于肿瘤,我们开发了单细胞规则关联挖掘(SCRAM)计算工具来单独注释每个单元格。SCRAM显示HC具有GABA能神经元和少突胶质细胞前体细胞的选择特征,包括肿瘤细胞和非肿瘤细胞。这些研究表征了人类神经胶质瘤细胞的组合电生理和分子特性,并描述了人类神经胶质瘤中具有独特电生理和转录组特性的细胞类型,这些特性也可能存在于非肿瘤脑中。
    Prior studies have described the complex interplay that exists between glioma cells and neurons; however, the electrophysiological properties endogenous to glioma cells remain obscure. To address this, we employed Patch-sequencing (Patch-seq) on human glioma specimens and found that one-third of patched cells in IDH mutant (IDHmut) tumors demonstrate properties of both neurons and glia. To define these hybrid cells (HCs), which fire single, short action potentials, and discern if they are of tumoral origin, we developed the single cell rule association mining (SCRAM) computational tool to annotate each cell individually. SCRAM revealed that HCs possess select features of GABAergic neurons and oligodendrocyte precursor cells, and include both tumor and non-tumor cells. These studies characterize the combined electrophysiological and molecular properties of human glioma cells and describe a cell type in human glioma with unique electrophysiological and transcriptomic properties that may also exist in the non-tumor brain.
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  • 文章类型: Journal Article
    新的记忆被整合到世界的先验知识中。但是,如果连续记忆对宿主大脑网络提出相反的要求,该怎么办?我们报告说,获得强大的(食物背景)记忆会将小鼠海马体限制在高度相关的尖峰序列的种群活动空间内,从而阻止随后计算灵活的(对象位置)记忆。这种紧密相关的射击结构是在重复的记忆体验中发展起来的,逐渐将金字塔CA1层浅层中的神经元与整个种群活动耦合。在(食物环境)记忆形成过程中应用海马theta驱动的闭环光遗传学抑制来减轻这种神经元募集,放松了对海马协同性的拓扑约束,并恢复了随后的柔性(对象位置)记忆。这些发现揭示了海马细胞群的对等协同结构以满足记忆需求的组织原理。
    New memories are integrated into prior knowledge of the world. But what if consecutive memories exert opposing demands on the host brain network? We report that acquiring a robust (food-context) memory constrains the mouse hippocampus within a population activity space of highly correlated spike trains that prevents subsequent computation of a flexible (object-location) memory. This densely correlated firing structure developed over repeated mnemonic experience, gradually coupling neurons in the superficial sublayer of the CA1 stratum pyramidale to whole-population activity. Applying hippocampal theta-driven closed-loop optogenetic suppression to mitigate this neuronal recruitment during (food-context) memory formation relaxed the topological constraint on hippocampal coactivity and restored subsequent flexible (object-location) memory. These findings uncover an organizational principle for the peer-to-peer coactivity structure of the hippocampal cell population to meet memory demands.
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  • 文章类型: Journal Article
    衰老是一个仍然知之甚少的生理过程,尤其是对大脑的影响。有一些关于衰老的开放问题,用实验方法很难回答。潜在的挑战包括难以以亚毫秒分辨率同时记录体内单细胞和网络活动,和由遗传引发的大脑代偿机制,药理学,或行为操纵。数学建模可以帮助解决这些问题中的一些,允许我们修复无法通过实验控制的参数,并研究不同条件下的神经活动。我们基于热力学原理得出的跨膜离子传输的一般表达式,提出了CA1锥体细胞(PC)的生物物理最小模型。该模型允许通过改变离子通道的数量来直接改变离子通道的贡献。通过分析模型的动力学,我们发现参数范围可以重现PC中可见的电活动的可变性。此外,增加模型中L型Ca2通道的表达会再现与年龄相关的电活动变化,这些变化在质量和数量上与老年动物的PC中观察到的相似。我们还对PC爆发活动中与年龄相关的变化做出预测,根据我们的知识,以前没有报道过。我们得出结论,该模型的生物物理性质,灵活性,和计算的简单性使得它成为衰老实验研究的潜在有力补充。
    Aging is a physiological process that is still poorly understood, especially with respect to effects on the brain. There are open questions about aging that are difficult to answer with an experimental approach. Underlying challenges include the difficulty of recording in vivo single cell and network activity simultaneously with submillisecond resolution, and brain compensatory mechanisms triggered by genetic, pharmacologic, or behavioral manipulations. Mathematical modeling can help address some of these questions by allowing us to fix parameters that cannot be controlled experimentally and investigate neural activity under different conditions. We present a biophysical minimal model of CA1 pyramidal cells (PCs) based on general expressions for transmembrane ion transport derived from thermodynamical principles. The model allows directly varying the contribution of ion channels by changing their number. By analyzing the dynamics of the model, we find parameter ranges that reproduce the variability in electrical activity seen in PCs. In addition, increasing the L-type Ca2+ channel expression in the model reproduces age-related changes in electrical activity that are qualitatively and quantitatively similar to those observed in PCs from aged animals. We also make predictions about age-related changes in PC bursting activity that, to our knowledge, have not been reported previously. We conclude that the model\'s biophysical nature, flexibility, and computational simplicity make it a potentially powerful complement to experimental studies of aging.
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  • 文章类型: Journal Article
    目的:心房纤维化和自主神经重构是心房颤动(AF)的病理生理机制。评估了它们对传导速度(CV)动力学和波前传播的影响。
    结果:本地激活时间(LAT),电压,和几何数据来自持续房颤消融术患者。在窦性心律(SR)中以三个起搏间隔(PI)获得LAT。LAT用于确定CV动态及其与局部电压幅度的关系。自主调节的影响-药理学和神经节丛(GP)刺激,在CV动力学上,波前传播,并在SR中确定枢轴点(波前传播变化≥90°)。包括54名患者。电压影响CV动态,在非低电压区(LVZs)(≥0.5mV),CV恢复曲线更陡[0.03±0.03m/sΔCVPI600-400ms(PI1),0.54±0.09m/sΔCVPI400-250ms(PI2)],在LVZ(0.2-0.49mV)(0.17±0.09m/sΔCVPI1,0.25±0.11m/sΔCVPI2)处更宽,并且在非常LVZ(<0.2mV)(0.03±0.01m/sΔCVPI1,0.04±0.02m/sΔCVPI2)下平坦。阿托品没有改变CV动力学,而异丙肾上腺素和GP刺激导致更大的CV随速率减慢。异丙肾上腺素(2.7±1.1增加/患者)和GP刺激(2.8±1.3增加/患者)促进CV异质性,即速率依赖性CV(RDCV)减慢位点。大多数枢轴点位于RDCV减速站点(80.2%)。异丙肾上腺素(1.3±1.1枢轴增加/患者)和GP刺激(1.5±1.1增加/患者)也增加了确定的枢轴点的数量。
    结论:心房CV动力学受纤维化负荷和自主神经调节的影响,自主神经调节增强CV异质性和支点分布。这项研究提供了对自主神经重塑在AF中的影响的进一步见解。
    OBJECTIVE: Atrial fibrosis and autonomic remodelling are proposed pathophysiological mechanisms in atrial fibrillation (AF). Their impact on conduction velocity (CV) dynamics and wavefront propagation was evaluated.
    RESULTS: Local activation times (LATs), voltage, and geometry data were obtained from patients undergoing ablation for persistent AF. LATs were obtained at three pacing intervals (PIs) in sinus rhythm (SR). LATs were used to determine CV dynamics and their relationship to local voltage amplitude. The impact of autonomic modulation- pharmacologically and with ganglionated plexi (GP) stimulation, on CV dynamics, wavefront propagation, and pivot points (change in wavefront propagation of ≥90°) was determined in SR. Fifty-four patients were included. Voltage impacted CV dynamics whereby at non-low voltage zones (LVZs) (≥0.5 mV) the CV restitution curves are steeper [0.03 ± 0.03 m/s ΔCV PI 600-400 ms (PI1), 0.54 ± 0.09 m/s ΔCV PI 400-250 ms (PI2)], broader at LVZ (0.2-0.49 mV) (0.17 ± 0.09 m/s ΔCV PI1, 0.25 ± 0.11 m/s ΔCV PI2), and flat at very LVZ (<0.2 mV) (0.03 ± 0.01 m/s ΔCV PI1, 0.04 ± 0.02 m/s ΔCV PI2). Atropine did not change CV dynamics, while isoprenaline and GP stimulation resulted in greater CV slowing with rate. Isoprenaline (2.7 ± 1.1 increase/patient) and GP stimulation (2.8 ± 1.3 increase/patient) promoted CV heterogeneity, i.e. rate-dependent CV (RDCV) slowing sites. Most pivot points co-located to RDCV slowing sites (80.2%). Isoprenaline (1.3 ± 1.1 pivot increase/patient) and GP stimulation (1.5 ± 1.1 increase/patient) also enhanced the number of pivot points identified.
    CONCLUSIONS: Atrial CV dynamics is affected by fibrosis burden and influenced by autonomic modulation which enhances CV heterogeneity and distribution of pivot points. This study provides further insight into the impact of autonomic remodelling in AF.
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  • 文章类型: Journal Article
    在这项研究中,我们建立了一个由细胞因子风暴引起的脱髓鞘作用下神经元行为的计算机模拟模型,以研究病毒感染对大脑的影响。我们使用综合模型来测量细胞因子诱导的脱髓鞘如何影响神经元内动作电位(AP)信号的传播。我们通过在脱髓鞘的不同水平上应用信息和通信理论,分析了神经元-神经元通信的影响。我们的模拟表明,病毒诱导的变性可以在信号功率和尖峰速率中起作用,这损害了神经元之间信息的传播和处理。我们提出了一个传递函数来模拟对AP的弱化影响。我们的结果表明,细胞因子风暴诱导的脱髓鞘不仅会降解信号,还会损害其在轴突内的传播。我们提出的计算机模型可以分析病毒诱导的神经变性,并增强我们对病毒诱导的脱髓鞘的理解。
    In this study, we develop an in silico model of a neuron\'s behaviour under demyelination caused by a cytokine storm to investigate the effects of viral infections in the brain. We use a comprehensive model to measure how cytokine-induced demyelination affects the propagation of action potential (AP) signals within a neuron. We analysed the effects of neuron-neuron communications by applying information and communication theory at different levels of demyelination. Our simulations demonstrate that virus-induced degeneration can play a role in the signal power and spiking rate, which compromise the propagation and processing of information between neurons. We propose a transfer function to model the weakening effects on the AP. Our results show that demyelination induced by a cytokine storm not only degrades the signal but also impairs its propagation within the axon. Our proposed in silico model can analyse virus-induced neurodegeneration and enhance our understanding of virus-induced demyelination.
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  • 文章类型: Journal Article
    时间干扰(TI)刺激是一种流行的非侵入性神经刺激技术,利用以下显着的神经行为:纯正弦(在脱靶大脑区域产生)似乎不会引起刺激,而调制正弦(在目标大脑区域产生)。为了了解其作用和机制,我们检查不同细胞类型的反应,兴奋性锥体(Pyr)和抑制性小白蛋白表达(PV)神经元,纯的和调制的正弦曲线,在完整的网络中以及在隔离中。在完整的网络中,我们提供的数据显示,PV神经元比Pyr神经元显示TI刺激的可能性要小得多。值得注意的是,孤立地,我们的数据显示几乎所有的Pyr神经元停止表现出TI刺激。我们得出结论,TI刺激在很大程度上是一种网络现象。的确,PV神经元主动抑制脱靶区域中的Pyr神经元,因为纯正弦曲线(在脱靶区域中)比目标区域中的调制正弦曲线产生更高的PV激发率。此外,我们使用计算研究来支持和扩展我们的实验观察。
    Temporal interference (TI) stimulation is a popular non-invasive neurostimulation technique that utilizes the following salient neural behavior: pure sinusoid (generated in off-target brain regions) appears to cause no stimulation, whereas modulated sinusoid (generated in target brain regions) does. To understand its effects and mechanisms, we examine responses of different cell types, excitatory pyramidal (Pyr) and inhibitory parvalbumin-expressing (PV) neurons, to pure and modulated sinusoids, in intact network as well as in isolation. In intact network, we present data showing that PV neurons are much less likely than Pyr neurons to exhibit TI stimulation. Remarkably, in isolation, our data shows that almost all Pyr neurons stop exhibiting TI stimulation. We conclude that TI stimulation is largely a network phenomenon. Indeed, PV neurons actively inhibit Pyr neurons in the off-target regions due to pure sinusoids (in off-target regions) generating much higher PV firing rates than modulated sinusoids in the target regions. Additionally, we use computational studies to support and extend our experimental observations.
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