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Anterior basolateral amygdala neurons comprise a remote fear memory engram. 杏仁核前基底外侧神经元构成了遥远的恐惧记忆烙印。
IF 3.5 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-04-27 eCollection Date: 2023-01-01 DOI: 10.3389/fncir.2023.1167825
Robert J Hammack, Victoria E Fischer, Mary Ann Andrade, Glenn M Toney

Introduction: Threatening environmental cues often generate enduring fear memories, but how these are formed and stored remains actively investigated. Recall of a recent fear memory is thought to reflect reactivation of neurons, in multiple brain regions, activated during memory formation, indicating that anatomically distributed and interconnected neuronal ensembles comprise fear memory engrams. The extent to which anatomically specific activation-reactivation engrams persist during long-term fear memory recall, however, remains largely unexplored. We hypothesized that principal neurons in the anterior basolateral amygdala (aBLA), which encode negative valence, acutely reactivate during remote fear memory recall to drive fear behavior.

Methods: Using adult offspring of TRAP2 and Ai14 mice, persistent tdTomato expression was used to "TRAP" aBLA neurons that underwent Fos-activation during contextual fear conditioning (electric shocks) or context only conditioning (no shocks) (n = 5/group). Three weeks later, mice were re-exposed to the same context cues for remote memory recall, then sacrificed for Fos immunohistochemistry.

Results: TRAPed (tdTomato +), Fos +, and reactivated (double-labeled) neuronal ensembles were larger in fear- than context-conditioned mice, with the middle sub-region and middle/caudal dorsomedial quadrants of aBLA displaying the greatest densities of all three ensemble populations. Whereas tdTomato + ensembles were dominantly glutamatergic in context and fear groups, freezing behavior during remote memory recall was not correlated with ensemble sizes in either group.

Discussion: We conclude that although an aBLA-inclusive fear memory engram forms and persists at a remote time point, plasticity impacting electrophysiological responses of engram neurons, not their population size, encodes fear memory and drives behavioral manifestations of long-term fear memory recall.

简介威胁性的环境线索往往会产生持久的恐惧记忆,但这些记忆是如何形成和储存的仍在积极研究之中。对近期恐惧记忆的唤醒被认为反映了在记忆形成过程中激活的多个脑区神经元的再激活,这表明在解剖学上分布且相互连接的神经元集合构成了恐惧记忆印记。然而,在长期的恐惧记忆回忆过程中,特定解剖结构的激活-重激活印记在多大程度上会持续存在,这在很大程度上仍有待探索。我们假设,杏仁核前基底外侧(aBLA)中编码负价的主神经元会在远期恐惧记忆回忆过程中急性再激活,从而驱动恐惧行为:方法:利用TRAP2和Ai14小鼠的成年后代,用持续的tdTomato表达来 "TRAP "杏仁核前基底外侧神经元,这些神经元在情境恐惧条件反射(电击)或仅情境条件反射(无电击)时发生Fos激活(n = 5/组)。三周后,小鼠再次暴露于相同的情境线索,进行远距离记忆回忆,然后宰杀进行Fos免疫组化:结果:恐惧小鼠的TRAPed(tdTomato +)、Fos +和再激活(双标记)神经元集合均大于情境调节小鼠,其中aBLA的中间亚区和中间/尾部背内侧象限在所有三个集合群中密度最大。在情境组和恐惧组中,tdTomato +集合主要是谷氨酸能的,而在这两组中,远距离记忆回忆时的冻结行为与集合大小无关:讨论:我们的结论是,尽管包含 aBLA 的恐惧记忆烙印在远端时间点形成并持续存在,但影响烙印神经元电生理反应的可塑性,而不是其群体大小,编码了恐惧记忆并驱动了长期恐惧记忆回忆的行为表现。
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引用次数: 0
Spinal cords: Symphonies of interneurons across species. 脊髓:跨物种中间神经元的交响。
IF 3.5 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-04-26 eCollection Date: 2023-01-01 DOI: 10.3389/fncir.2023.1146449
Alexia C Wilson, Lora B Sweeney

Vertebrate movement is orchestrated by spinal inter- and motor neurons that, together with sensory and cognitive input, produce dynamic motor behaviors. These behaviors vary from the simple undulatory swimming of fish and larval aquatic species to the highly coordinated running, reaching and grasping of mice, humans and other mammals. This variation raises the fundamental question of how spinal circuits have changed in register with motor behavior. In simple, undulatory fish, exemplified by the lamprey, two broad classes of interneurons shape motor neuron output: ipsilateral-projecting excitatory neurons, and commissural-projecting inhibitory neurons. An additional class of ipsilateral inhibitory neurons is required to generate escape swim behavior in larval zebrafish and tadpoles. In limbed vertebrates, a more complex spinal neuron composition is observed. In this review, we provide evidence that movement elaboration correlates with an increase and specialization of these three basic interneuron types into molecularly, anatomically, and functionally distinct subpopulations. We summarize recent work linking neuron types to movement-pattern generation across fish, amphibians, reptiles, birds and mammals.

脊椎动物的运动是由脊髓间和运动神经元协调的,这些神经元与感觉和认知输入一起产生动态运动行为。这些行为各不相同,从鱼类和水生幼虫的简单波动游泳,到老鼠、人类和其他哺乳动物的高度协调的奔跑、伸手和抓握。这种变化提出了一个基本问题,即脊髓回路是如何随着运动行为而变化的。在简单的波动性鱼类中,以七叶树为例,两大类中间神经元形成运动神经元输出:同侧投射兴奋性神经元和连合投射抑制性神经元。斑马鱼和蝌蚪幼虫需要一类额外的同侧抑制性神经元来产生逃跑游泳行为。在有四肢的脊椎动物中,可以观察到更复杂的脊髓神经元组成。在这篇综述中,我们提供了证据,证明运动精细化与这三种基本中间神经元类型在分子、解剖学和功能上不同的亚群中的增加和专门化有关。我们总结了最近在鱼类、两栖动物、爬行动物、鸟类和哺乳动物中将神经元类型与运动模式生成联系起来的工作。
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引用次数: 0
Editorial: Optogenetic and chemogenetic insights on sensory stimulus detection to motivated behaviors and reinforcement. 社论:光遗传学和化学遗传学对动机行为和强化的感觉刺激检测的见解。
IF 3.5 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-04-25 eCollection Date: 2023-01-01 DOI: 10.3389/fncir.2023.1177498
Anton Ilango, T Chase Francis, Mary Kay Lobo
COPYRIGHT © 2023 Ilango, Francis and Lobo. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. Editorial: Optogenetic and chemogenetic insights on sensory stimulus detection to motivated behaviors and reinforcement
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引用次数: 0
From pupil to the brain: New insights for studying cortical plasticity through pupillometry. 从瞳孔到大脑:通过瞳孔测量研究大脑皮层可塑性的新见解。
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-03-31 eCollection Date: 2023-01-01 DOI: 10.3389/fncir.2023.1151847
Aurelia Viglione, Raffaele Mazziotti, Tommaso Pizzorusso

Pupil size variations have been associated with changes in brain activity patterns related with specific cognitive factors, such as arousal, attention, and mental effort. The locus coeruleus (LC), a key hub in the noradrenergic system of the brain, is considered to be a key regulator of cognitive control on pupil size, with changes in pupil diameter corresponding to the release of norepinephrine (NE). Advances in eye-tracking technology and open-source software have facilitated accurate pupil size measurement in various experimental settings, leading to increased interest in using pupillometry to track the nervous system activation state and as a potential biomarker for brain disorders. This review explores pupillometry as a non-invasive and fully translational tool for studying cortical plasticity starting from recent literature suggesting that pupillometry could be a promising technique for estimating the degree of residual plasticity in human subjects. Given that NE is known to be a critical mediator of cortical plasticity and arousal, the review includes data revealing the importance of the LC-NE system in modulating brain plasticity and pupil size. Finally, we will review data suggesting that pupillometry could provide a quantitative and complementary measure of cortical plasticity also in pre-clinical studies.

瞳孔大小的变化与特定认知因素(如唤醒、注意力和脑力劳动)相关的大脑活动模式的变化有关。瞳孔直径的变化与去甲肾上腺素(NE)的释放相对应。眼球跟踪技术和开源软件的进步促进了在各种实验环境中对瞳孔大小的精确测量,从而使人们对使用瞳孔测量来跟踪神经系统激活状态和作为脑部疾病的潜在生物标志物的兴趣与日俱增。最近有文献表明,瞳孔测量法是一种很有前途的技术,可用于估测人类受试者的残余可塑性程度,本综述将从这一观点出发,探讨瞳孔测量法作为研究大脑皮层可塑性的一种非侵入性和完全可转化的工具。鉴于已知 NE 是大脑皮层可塑性和唤醒的关键介质,本综述包括揭示 LC-NE 系统在调节大脑可塑性和瞳孔大小方面重要性的数据。最后,我们还将回顾一些数据,这些数据表明,瞳孔测量法也可以在临床前研究中对大脑皮层的可塑性进行定量和补充测量。
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引用次数: 0
Control of circadian rhythm on cortical excitability and synaptic plasticity. 昼夜节律对大脑皮层兴奋性和突触可塑性的控制。
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-03-30 eCollection Date: 2023-01-01 DOI: 10.3389/fncir.2023.1099598
Claudia Lodovichi, Gian Michele Ratto

Living organisms navigate through a cyclic world: activity, feeding, social interactions are all organized along the periodic succession of night and day. At the cellular level, periodic activity is controlled by the molecular machinery driving the circadian regulation of cellular homeostasis. This mechanism adapts cell function to the external environment and its crucial importance is underlined by its robustness and redundancy. The cell autonomous clock regulates cell function by the circadian modulation of mTOR, a master controller of protein synthesis. Importantly, mTOR integrates the circadian modulation with synaptic activity and extracellular signals through a complex signaling network that includes the RAS-ERK pathway. The relationship between mTOR and the circadian clock is bidirectional, since mTOR can feedback on the cellular clock to shift the cycle to maintain the alignment with the environmental conditions. The mTOR and ERK pathways are crucial determinants of synaptic plasticity and function and thus it is not surprising that alterations of the circadian clock cause defective responses to environmental challenges, as witnessed by the bi-directional relationship between brain disorders and impaired circadian regulation. In physiological conditions, the feedback between the intrinsic clock and the mTOR pathway suggests that also synaptic plasticity should undergo circadian regulation.

生物在一个循环往复的世界中穿梭:活动、进食、社会交往都是按照黑夜和白天的周期性交替进行的。在细胞层面,周期性活动由驱动细胞平衡昼夜节律调节的分子机制控制。这种机制使细胞功能适应外部环境,其稳健性和冗余性凸显了它的极端重要性。细胞自主时钟通过昼夜节律调节蛋白合成主控器 mTOR 来调节细胞功能。重要的是,mTOR 通过包括 RAS-ERK 通路在内的复杂信号网络,将昼夜节律调节与突触活动和细胞外信号结合起来。mTOR 与昼夜节律时钟之间的关系是双向的,因为 mTOR 可以对细胞时钟进行反馈,从而改变周期,使之与环境条件保持一致。mTOR 和 ERK 通路是决定突触可塑性和功能的关键因素,因此,昼夜节律改变导致对环境挑战的反应缺陷也就不足为奇了,脑部疾病与昼夜节律调节受损之间的双向关系就证明了这一点。在生理条件下,内在时钟与 mTOR 通路之间的反馈表明,突触可塑性也应受到昼夜节律的调节。
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引用次数: 0
Awakening the dormant: Role of axonal guidance cues in stress-induced reorganization of the adult prefrontal cortex leading to depression-like behavior. 唤醒休眠状态:轴突引导线索在压力诱导的成人前额叶皮层重组中的作用,导致抑郁样行为。
IF 3.5 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-03-24 eCollection Date: 2023-01-01 DOI: 10.3389/fncir.2023.1113023
Ashraf Mahmud, Radu Gabriel Avramescu, Zhipeng Niu, Cecilia Flores

Major depressive disorder (MDD) is a chronic and disabling disorder affecting roughly 280 million people worldwide. While multiple brain areas have been implicated, dysfunction of prefrontal cortex (PFC) circuitry has been consistently documented in MDD, as well as in animal models for stress-induced depression-like behavioral states. During brain development, axonal guidance cues organize neuronal wiring by directing axonal pathfinding and arborization, dendritic growth, and synapse formation. Guidance cue systems continue to be expressed in the adult brain and are emerging as important mediators of synaptic plasticity and fine-tuning of mature neural networks. Dysregulation or interference of guidance cues has been linked to depression-like behavioral abnormalities in rodents and MDD in humans. In this review, we focus on the emerging role of guidance cues in stress-induced changes in adult prefrontal cortex circuitry and in precipitating depression-like behaviors. We discuss how modulating axonal guidance cue systems could be a novel approach for precision medicine and the treatment of depression.

重性抑郁症(MDD)是一种慢性致残性疾病,影响着全球约2.8亿人。虽然涉及多个大脑区域,但在MDD以及压力诱导的抑郁样行为状态的动物模型中,前额叶皮层(PFC)电路的功能障碍一直被记录在案。在大脑发育过程中,轴突引导线索通过指导轴突寻路和树状化、树突生长和突触形成来组织神经元布线。引导线索系统继续在成人大脑中表达,并正在成为突触可塑性和成熟神经网络微调的重要介质。指导线索的失调或干扰与啮齿类动物的抑郁样行为异常和人类的MDD有关。在这篇综述中,我们重点关注引导线索在压力诱导的成人前额叶皮层回路变化和诱发抑郁样行为中的新作用。我们讨论了调节轴突引导提示系统如何成为精准医学和抑郁症治疗的一种新方法。
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引用次数: 0
Hierarchical predictive coding in distributed pain circuits. 分布式疼痛电路中的分层预测编码
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-03-03 eCollection Date: 2023-01-01 DOI: 10.3389/fncir.2023.1073537
Zhe Sage Chen

Predictive coding is a computational theory on describing how the brain perceives and acts, which has been widely adopted in sensory processing and motor control. Nociceptive and pain processing involves a large and distributed network of circuits. However, it is still unknown whether this distributed network is completely decentralized or requires networkwide coordination. Multiple lines of evidence from human and animal studies have suggested that the cingulate cortex and insula cortex (cingulate-insula network) are two major hubs in mediating information from sensory afferents and spinothalamic inputs, whereas subregions of cingulate and insula cortices have distinct projections and functional roles. In this mini-review, we propose an updated hierarchical predictive coding framework for pain perception and discuss its related computational, algorithmic, and implementation issues. We suggest active inference as a generalized predictive coding algorithm, and hierarchically organized traveling waves of independent neural oscillations as a plausible brain mechanism to integrate bottom-up and top-down information across distributed pain circuits.

预测编码是一种描述大脑如何感知和行动的计算理论,已被广泛应用于感觉处理和运动控制领域。痛觉和疼痛处理涉及一个庞大的分布式回路网络。然而,这种分布式网络是完全分散的,还是需要全网络协调的,目前还不得而知。来自人类和动物研究的多种证据表明,扣带回皮层和岛叶皮层(扣带回-半岛网络)是介导来自感觉传入和脊髓输入信息的两个主要枢纽,而扣带回和岛叶皮层的亚区域具有不同的投射和功能作用。在这篇微型综述中,我们提出了一个最新的疼痛感知分层预测编码框架,并讨论了其相关的计算、算法和实施问题。我们建议将主动推理作为一种通用的预测编码算法,并将分层组织的独立神经振荡行波作为一种合理的大脑机制,以整合分布式疼痛回路中自下而上和自上而下的信息。
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引用次数: 0
Catenin signaling controls phrenic motor neuron development and function during a narrow temporal window. 连环蛋白信号控制膈运动神经元的发育和功能在一个狭窄的时间窗口。
IF 3.5 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-02-21 eCollection Date: 2023-01-01 DOI: 10.3389/fncir.2023.1121049
Alicia N Vagnozzi, Matthew T Moore, Raquel López de Boer, Aambar Agarwal, Niccolò Zampieri, Lynn T Landmesser, Polyxeni Philippidou

Phrenic Motor Column (PMC) neurons are a specialized subset of motor neurons (MNs) that provide the only motor innervation to the diaphragm muscle and are therefore essential for survival. Despite their critical role, the mechanisms that control phrenic MN development and function are not well understood. Here, we show that catenin-mediated cadherin adhesive function is required for multiple aspects of phrenic MN development. Deletion of β- and γ-catenin from MN progenitors results in perinatal lethality and a severe reduction in phrenic MN bursting activity. In the absence of catenin signaling, phrenic MN topography is eroded, MN clustering is lost and phrenic axons and dendrites fail to grow appropriately. Despite the essential requirement for catenins in early phrenic MN development, they appear to be dispensable for phrenic MN maintenance, as catenin deletion from postmitotic MNs does not impact phrenic MN topography or function. Our data reveal a fundamental role for catenins in PMC development and suggest that distinct mechanisms are likely to control PMC maintenance.

膈肌运动柱(PMC)神经元是运动神经元(MNs)的一个特殊子集,为膈肌提供唯一的运动神经支配,因此对生存至关重要。尽管它们具有关键作用,但控制膈MN发育和功能的机制尚不清楚。在这里,我们发现连环蛋白介导的钙粘蛋白粘附功能是膈MN发展的多个方面所必需的。MN祖细胞中β-和γ-连环蛋白的缺失导致围产期死亡和膈MN爆发活性的严重降低。在缺乏连环蛋白信号传导的情况下,膈MN地形被侵蚀,MN聚集丧失,膈轴突和树突不能适当生长。尽管在早期膈MN发展中对连环蛋白有重要要求,但它们似乎对膈MN维持是可有可无的,因为有丝分裂后MN的连环蛋白缺失不会影响膈MN的地形或功能。我们的数据揭示了连环蛋白在PMC发展中的基本作用,并表明不同的机制可能控制PMC的维持。
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引用次数: 0
Effect of galvanic vestibular stimulation applied at the onset of stance on muscular activity and gait cycle duration in healthy individuals. 在开始站立时施加电前庭刺激对健康人肌肉活动和步态周期持续时间的影响。
IF 3.5 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-02-09 eCollection Date: 2022-01-01 DOI: 10.3389/fncir.2022.1065647
Faezeh Abbariki, Youstina Mikhail, Adjia Hamadjida, Jonathan Charron, Jean-Marc Mac-Thiong, Dorothy Barthélemy

Locomotion requires the complex involvement of the spinal and supraspinal systems. So far, the role of vestibular input in gait has been assessed mainly with respect to gait stability. The noninvasive technique of galvanic vestibular stimulation (GVS) has been reported to decrease gait variability and increase gait speed, but the extent of its effect on spatiotemporal gait parameters is not fully known. Objective: Characterize vestibular responses during gait and determine the influence of GVS on cycle duration in healthy young participants. Methods: Fifteen right-handed individuals participated in the study. Electromyography (EMG) recordings of the bilateral soleus (SOL) and tibialis anterior muscles (TA) were performed. First, to determine stimulation intensity, an accelerometer placed on the vertex recorded the amplitude of the head tilts evoked by the GVS (1-4 mA, 200 ms) to establish a motor threshold (T). Second, while participants walked on a treadmill, GVS was applied at the onset of the stance phase during the treadmill gait with an intensity of 1 and 1.5 T with the cathode behind the right (RCathode) or left ear (LCathode). EMG traces were rectified, averaged (n = 30 stimuli), and analyzed. Latency, duration, and amplitude of vestibular responses as well as the mean duration of the gait cycles were measured. Results: GVS mainly induced long-latency responses in the right SOL, right TA and left TA. Only short-latency responses were triggered in the left SOL. Responses in the right SOL, left SOL and left TA were polarity dependent, being facilitatory with RCathode and inhibitory with LCathode, whereas responses in the right TA remained facilitatory regardless of the polarity. With the RCathode configuration, the stimulated cycle was prolonged compared with the control cycle at both 1 and 1.5 T, due to prolonged left SOL and TA EMG bursts, but no change was observed in right SOL and TA. With LCathode, GVS did not modify the cycle duration. Conclusion: During gait, a brief, low-intensity GVS pulse delivered at the right stance onset induced mainly long-latency polarity-dependent responses. Furthermore, a RCathode configuration increased the duration of the stimulated gait cycle by prolonging EMG activity on the anodic side. A similar approach could be explored to influence gait symmetry in individuals with neurological impairment.

运动需要脊髓和脊髓上系统的复杂参与。迄今为止,对前庭输入在步态中作用的评估主要集中在步态稳定性方面。据报道,电刺激前庭(GVS)这一无创技术可降低步态变异性并提高步态速度,但其对步态时空参数的影响程度尚不完全清楚。研究目的描述健康年轻参与者在步态过程中的前庭反应,并确定 GVS 对周期持续时间的影响。方法15 名右撇子参加了研究。对双侧比目鱼肌(SOL)和胫骨前肌(TA)进行了肌电图(EMG)记录。首先,为了确定刺激强度,放置在顶点的加速度计记录了龙胆紫(1-4 mA,200 ms)诱发的头部倾斜幅度,以确定运动阈值(T)。其次,当参与者在跑步机上行走时,在跑步机步态的起始阶段施加强度为 1 和 1.5 T 的 GVS,阴极位于右耳(RCathode)或左耳(LCathode)后方。对 EMG 曲线进行整流、平均(n = 30 个刺激)和分析。测量前庭反应的延迟时间、持续时间和振幅以及步态周期的平均持续时间。结果显示GVS主要诱发右SOL、右TA和左TA的长时程反应。左侧 SOL 仅出现短时反应。右侧 SOL、左侧 SOL 和左侧 TA 的反应与极性有关,使用 RCathode 时为促进性,使用 LCathode 时为抑制性,而右侧 TA 的反应无论极性如何均为促进性。使用 RCathode 配置时,由于左侧 SOL 和 TA 肌电图猝发时间延长,在 1 T 和 1.5 T 条件下,刺激周期比对照周期延长,但右侧 SOL 和 TA 没有变化。使用 LCathode 时,GVS 不会改变周期持续时间。结论在步态过程中,在右侧站立开始时发出的短暂、低强度 GVS 脉冲主要诱发长周期极性依赖性反应。此外,RC 阴极配置通过延长阳极侧的肌电图活动,延长了刺激步态周期的持续时间。类似的方法也可用于影响神经系统受损患者的步态对称性。
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引用次数: 0
Reduced oriens-lacunosum/moleculare cell model identifies biophysical current balances for in vivo theta frequency spiking resonance. 缩小的oriens-lacunosum/moleculare细胞模型确定了体内θ频率尖峰共振的生物物理电流平衡。
IF 3.4 3区 医学 Q2 NEUROSCIENCES Pub Date : 2023-02-03 eCollection Date: 2023-01-01 DOI: 10.3389/fncir.2023.1076761
Zhenyang Sun, David Crompton, Milad Lankarany, Frances K Skinner

Conductance-based models have played an important role in the development of modern neuroscience. These mathematical models are powerful "tools" that enable theoretical explorations in experimentally untenable situations, and can lead to the development of novel hypotheses and predictions. With advances in cell imaging and computational power, multi-compartment models with morphological accuracy are becoming common practice. However, as more biological details are added, they make extensive explorations and analyses more challenging largely due to their huge computational expense. Here, we focus on oriens-lacunosum/moleculare (OLM) cell models. OLM cells can contribute to functionally relevant theta rhythms in the hippocampus by virtue of their ability to express spiking resonance at theta frequencies, but what characteristics underlie this is far from clear. We converted a previously developed detailed multi-compartment OLM cell model into a reduced single compartment model that retained biophysical fidelity with its underlying ion currents. We showed that the reduced OLM cell model can capture complex output that includes spiking resonance in in vivo-like scenarios as previously obtained with the multi-compartment model. Using the reduced model, we were able to greatly expand our in vivo-like scenarios. Applying spike-triggered average analyses, we were able to to determine that it is a combination of hyperpolarization-activated cation and muscarinic type potassium currents that specifically allow OLM cells to exhibit spiking resonance at theta frequencies. Further, we developed a robust Kalman Filtering (KF) method to estimate parameters of the reduced model in real-time. We showed that it may be possible to directly estimate conductance parameters from experiments since this KF method can reliably extract parameter values from model voltage recordings. Overall, our work showcases how the contribution of cellular biophysical current details could be determined and assessed for spiking resonance. As well, our work shows that it may be possible to directly extract these parameters from current clamp voltage recordings.

基于电导的模型在现代神经科学的发展中发挥了重要作用。这些数学模型是强大的 "工具",能在实验无法成立的情况下进行理论探索,并能提出新的假设和预测。随着细胞成像技术和计算能力的进步,具有形态学准确性的多室模型已成为一种普遍做法。然而,随着更多生物细节的加入,它们使广泛的探索和分析更具挑战性,这主要是由于其巨大的计算成本。在此,我们将重点放在oriens-lacunosum/moleculare(OLM)细胞模型上。OLM细胞能在θ频率上表达尖峰共振,因此能促进海马中与功能相关的θ节律,但究竟是什么特征导致了这种情况,目前还不清楚。我们将以前开发的一个详细的多室 OLM 细胞模型转换成了一个简化的单室模型,该模型保留了其基本离子电流的生物物理保真度。我们的研究表明,缩小的 OLM 细胞模型可以捕捉到复杂的输出,包括在类似活体场景中的尖峰共振,这与之前使用多室模型获得的结果相同。利用简化模型,我们能够大大扩展我们的类活体情景。通过尖峰触发平均分析,我们确定是超极化激活阳离子和毒蕈碱型钾电流的组合使 OLM 细胞在θ 频率表现出尖峰共振。此外,我们还开发了一种稳健的卡尔曼滤波(KF)方法,用于实时估计简化模型的参数。我们的研究表明,由于这种 KF 方法能从模型电压记录中可靠地提取参数值,因此有可能直接从实验中估计电导参数。总之,我们的工作展示了如何确定和评估细胞生物物理电流细节对尖峰共振的贡献。此外,我们的工作还表明,有可能直接从电流钳电压记录中提取这些参数。
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Frontiers in Neural Circuits
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