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Persistent Na+ current couples spreading depolarization to seizures in Scn8a gain of function mice. 持续的 Na + 电流将 Scn8a 功能增益小鼠的扩散性去极化与癫痫发作联系在一起。
Pub Date : 2024-12-23 DOI: 10.1101/2024.10.11.617888
Isamu Aiba, Yao Ning, Jeffrey L Noebels

Spreading depolarization (SD) is a slowly propagating wave of massive cellular depolarization that transiently impairs the function of affected brain regions. While SD typically arises as an isolated hemispheric event, we previously reported that reducing M-type potassium current (IKM) by ablation of Kcnq2 in forebrain excitatory neurons results in tightly coupled spontaneous bilateral seizure-SD complexes in the awake mouse cortex. Here we find that enhanced persistent Na+ current due to gain-of-function (GOF) mutations in Scn8a (N1768D/+, hereafter D/+) produces a similar compound cortical excitability phenotype. Chronic DC-band EEG recording detected spontaneous bilateral seizure-SD complexes accompanied by seizures with a profound tonic motor component, which occur predominantly during the light phase and were detected at ages between P33-100. Laser speckle contrast imaging of cerebral blood flow dynamics resolved SD as a bilateral wave of hypoperfusion and subsequent hour-lasting hypoperfusion in Scn8a D/+ cortex in awake head-restrained mice evoked by a PTZ injection. Subcortical recordings in freely moving mice revealed that approximately half of the spontaneous cortical seizure-SD complexes arose with a concurrent SD-like depolarization in the thalamus and delayed depolarization in the striatum. In contrast, SD-like DC potential shifts were rarely detected in the hippocampus or upper pons. Consistent with the high spontaneous incidence in vivo, cortical slices from Scn8a D/+ mice showed a raised SD susceptibility, and pharmacological inhibition of persistent Na+ current (INaP), which is enhanced in Scn8a D/+ neurons, inhibited SD generation in cortical slices ex vivo as well as in head-fixed mice in vivo, indicating that INaP contributes to SD susceptibility. Ex vivo Ca2+ imaging studies using acute brain slices expressing genetic Ca2+ sensor (Thy1-GCAMP6s) demonstrated that pharmacological activation of IKM suppressed Ca2+ spikes and SD, whereas an IKM inhibitor strongly increased the frequency of hippocampal Ca2+ spikes in Scn8a D/+, but not WT slices, suggesting that IKM restrains the Scn8a GOF hyperexcitability. Together, our study identifies a cortical SD phenotype in Scn8a GOF mice shared with the Kcnq2-cKO model of developmental epileptic encephalopathy, and reveals that an imbalance of non-inactivating inward and outward tonic membrane currents bidirectionally modulates spatiotemporal SD susceptibility.

扩散性去极化(Spreading depolarization,SD)是一种缓慢传播的大规模细胞去极化波,会短暂损害受影响脑区的功能。虽然 SD 通常是作为一种孤立的半球事件出现,但我们以前曾报道过,通过消融前脑兴奋神经元中的 Kcnq2 来减少 M 型钾电流(I KM)会导致清醒小鼠皮层出现紧密耦合的自发双侧癫痫发作-SD 复合物。在这里,我们发现 Scn8a(N1768D/+,以下简称 D/+)的功能增益突变(GOF)导致的持续性 Na + 电流增强会产生类似的复合皮层兴奋性表型。慢性直流电波段脑电图记录检测到突变小鼠自发的双侧癫痫发作--SD 复合物,并伴有强直成分很强的癫痫发作,这种发作主要发生在光照阶段,在 P40-100 岁的突变小鼠中均可检测到。在接受亚惊厥 PTZ 的清醒头束缚小鼠中,脑血流动态激光斑点对比成像将 SD 分解为 Scn8a D/+ 皮层的双侧低灌注波和随后持续一小时的低灌注。对自由活动的小鼠进行皮层下记录发现,大约一半的自发皮层癫痫发作-SD 复合物与丘脑的 SD 样去极化和纹状体的延迟去极化同时发生。相比之下,在海马或上脑桥很少检测到类似 SD 的直流电位移动。与体内的高自发发生率一致,Scn8a D/+小鼠的大脑皮层切片显示出更高的SD易感性,而药物抑制Scn8a D/+神经元中增强的持续性Na +电流(I NaP)可抑制体内外大脑皮层切片中SD的产生,这表明I NaP对SD易感性有贡献。利用表达基因Ca 2+传感器(Thy1-GCAMP6s)的急性脑片进行的体内外Ca 2+成像研究表明,药理激活I KM可抑制Ca 2+尖峰和SD,而I KM抑制剂可显著增加Scn8a D/+小鼠海马中Ca 2+尖峰的频率,而WT小鼠则不会,这表明I KM可抑制Scn8a GOF突变导致的过度兴奋。总之,我们的研究确定了 Scn8a GOF 小鼠与 Kcnq2 - cKO 发育性癫痫脑病模型共有的皮质 SD 表型,并揭示了非失活的内向和外向膜电流的双向失衡调节了时空 SD 易感性。
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引用次数: 0
Millisecond-scale motor coding precedes sensorimotor learning in songbirds. 孟加拉雀的毫秒级运动控制先于感觉运动学习。
Pub Date : 2024-12-22 DOI: 10.1101/2024.09.27.615500
Leila May M Pascual, Aanya Vusirikala, Ilya M Nemenman, Samuel J Sober, Michael Pasek

A key goal of the nervous system in young animals is to learn motor skills. Songbirds learn to sing as juveniles, providing a unique opportunity to identify the neural correlates of skill acquisition. Prior studies have shown that spike rate variability in vocal motor cortex decreases substantially during song acquisition, suggesting a transition from rate-based neural control to the millisecond-precise motor codes known to underlie adult vocal performance. By distinguishing how the ensemble of spike patterns fired by cortical neurons (the "neural vocabulary") and the relationship between spike patterns and song acoustics (the "neural code") change during song acquisition, we quantified how vocal control changes across learning in juvenile Bengalese finches. We found that despite the expected drop in rate variability (a learning-related change in spike vocabulary), the precision of the neural code in the youngest singers is the same as in adults, with 1-2 ms variations in spike timing transduced into quantifiably different behaviors. In contrast, fluctuations in firing rates on longer timescales fail to affect the motor output in both juvenile and adult animals. The consistent presence of millisecond-scale motor coding during changing levels of spike rate and behavioral variability suggests that learning-related changes in cortical activity reflect the brain's changing its spiking vocabulary to better match the underlying motor code, rather than a change in the precision of the code itself.

幼年动物神经系统的一个关键目标是学习运动技能。鸣禽在幼年时期学习唱歌,这为确定技能学习的神经相关性提供了一个独特的机会。之前的研究表明,尖峰率变异性在鸣唱学习过程中会降低,这表明基于速率的神经控制已经过渡到了已知的成年鸣唱表现所依赖的毫秒级精确运动代码。通过量化大脑皮层神经元发射的尖峰模式集合("神经词汇")以及尖峰模式与鸣声之间的关系("神经代码")在鸣声习得过程中的变化,我们量化了幼年班加罗尔雀的发声控制在学习过程中的变化。我们发现,尽管率变异性出现了预期的下降(与学习有关的尖峰词汇变化),但最年轻歌手的神经代码的精确度与成年歌手相同,尖峰计时的 1-2 毫秒变化会转化为可量化的不同行为。与此相反,更长时间尺度的发射率波动不会影响运动输出。在尖峰率和行为变异水平不断变化的过程中,始终存在毫秒级的运动编码,这支持了一种观点,即学习早期的变异源于有意的运动探索,而不是不精确的运动控制。
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引用次数: 0
Computational design of bifaceted protein nanomaterials. 计算设计具有可定制特性的双面蛋白质纳米材料。
Pub Date : 2024-12-21 DOI: 10.1101/2024.10.18.619149
Sanela Rankovic, Kenneth D Carr, Justin Decarreau, Rebecca Skotheim, Ryan D Kibler, Sebastian Ols, Sangmin Lee, Jung-Ho Chun, Marti R Tooley, Justas Dauparas, Helen E Eisenach, Matthias Glögl, Connor Weidle, Andrew J Borst, David Baker, Neil P King

Recent advances in computational methods have led to considerable progress in the design of self-assembling protein nanoparticles. However, nearly all nanoparticles designed to date exhibit strict point group symmetry, with each subunit occupying an identical, symmetrically related environment. This limits the structural diversity that can be achieved and precludes anisotropic functionalization. Here, we describe a general computational strategy for designing multi-component bifaceted protein nanomaterials with two distinctly addressable sides. The method centers on docking pseudosymmetric heterooligomeric building blocks in architectures with dihedral symmetry and designing an asymmetric protein-protein interface between them. We used this approach to obtain an initial 30-subunit assembly with pseudo-D5 symmetry, and then generated an additional 15 variants in which we controllably altered the size and morphology of the bifaceted nanoparticles by designing de novo extensions to one of the subunits. Functionalization of the two distinct faces of the nanoparticles with de novo protein minibinders enabled specific colocalization of two populations of polystyrene microparticles coated with target protein receptors. The ability to accurately design anisotropic protein nanomaterials with precisely tunable structures and functions could be broadly useful in applications that require colocalizing two or more distinct target moieties.

计算方法的最新进展使得自组装蛋白质纳米粒子的设计取得了长足的进步。然而,迄今为止设计出的几乎所有纳米粒子都表现出严格的点群对称性,每个亚基都占据一个相同的、对称相关的环境。这一特性限制了可实现的结构多样性,并排除了各向异性的功能化。在这里,我们介绍了一种设计多组分双面蛋白质纳米材料的通用计算策略。该方法的核心是在具有二面对称性的结构中对接假对称异源构件,并在它们之间设计不对称的蛋白质-蛋白质界面。我们利用这种方法获得了具有伪 D5 对称性的 30 个初始亚基组装体,然后又生成了 15 个变体,在这些变体中,我们通过设计其中一个亚基的新扩展,可控地改变了双面纳米粒子的大小和形态。通过对纳米颗粒的两个不同表面进行功能化处理,使涂覆了目标蛋白受体的两组聚苯乙烯微颗粒发生特异性共定位。精确设计具有可调结构和功能的各向异性蛋白质纳米材料的能力将在需要将两个或多个不同目标分子共聚焦的应用中发挥广泛作用。
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引用次数: 0
Ketogenesis protects against MASLD-MASH progression through mechanisms that extend beyond overall fat oxidation rate. 生酮能通过脂肪氧化无关机制防止 MASLD-MASH 的发展。
Pub Date : 2024-12-21 DOI: 10.1101/2024.10.17.618895
Eric D Queathem, David Stagg, Alisa Nelson, Alec B Chaves, Scott B Crown, Kyle Fulghum, D Andre D Avignon, Justin R Ryder, Patrick J Bolan, Abdirahman Hayir, Jacob R Gillingham, Shannon Jannatpour, Ferrol I Rome, Ashley S Williams, Deborah M Muoio, Sayeed Ikramuddin, Curtis C Hughey, Patrycja Puchalska, Peter A Crawford

The progression of metabolic-dysfunction-associated steatotic liver disease (MASLD) to metabolic-dysfunction-associated steatohepatitis (MASH) involves complex alterations in both liver-autonomous and systemic metabolism that influence the liver's balance of fat accretion and disposal. Here, we quantify the relative contribution of hepatic oxidative pathways to liver injury in MASLD-MASH. Using NMR spectroscopy, UHPLC-MS, and GC-MS, we performed stable-isotope tracing and formal flux modeling to quantify hepatic oxidative fluxes in humans across the spectrum of MASLD-MASH, and in mouse models of impaired ketogenesis. We found in humans with MASH, that liver injury correlated positively with ketogenesis and total fat oxidation, but not with turnover of the tricarboxylic acid cycle. The use of loss-of-function mouse models demonstrated that disruption of mitochondrial HMG-CoA synthase (HMGCS2), the rate-limiting step of ketogenesis, impairs overall hepatic fat oxidation and induces a MASLD-MASH-like phenotype. Disruption of mitochondrial β-hydroxybutyrate dehydrogenase (BDH1), the terminal step of ketogenesis, also impaired fat oxidation, but surprisingly did not exacerbate steatotic liver injury. Taken together, these findings suggest that quantifiable variations in overall hepatic fat oxidation may not be a primary determinant of MASLD-to-MASH progression, but rather, that maintenance of hepatic ketogenesis could serve a protective role through additional mechanisms that extend beyond quantified overall rates of fat oxidation.

代谢功能障碍相关性脂肪性肝病(MASLD)发展为代谢功能障碍相关性脂肪性肝炎(MASH)涉及肝脏自主代谢和全身代谢的复杂变化,这些变化影响着肝脏脂肪增殖和处置的平衡。在这里,我们量化了肝脏氧化途径对 MASLD-MASH 肝损伤的相对贡献。我们利用核磁共振波谱、超高效液相色谱-质谱和气相色谱-质谱,进行了稳定同位素追踪和正式通量建模,以量化不同MASLD-MASH病程的人类和生酮功能受损的小鼠模型的肝脏氧化通量。我们发现,在患有 MASH 的人类中,肝损伤与酮生成和总脂肪氧化呈正相关,但与三羧酸循环的周转率无关。功能缺失小鼠模型表明,线粒体 HMG-CoA 合成酶(HMGCS2)是生酮的限速步骤,它的破坏会损害肝脏的整体脂肪氧化,并诱发类似 MASLD-MASH 的表型。此外,破坏线粒体β-羟丁酸脱氢酶(BDH1)--酮体生成的终末步骤--也会损害脂肪氧化,但令人惊讶的是,它并没有加剧脂肪肝损伤。综上所述,这些研究结果表明,整体肝脏脂肪氧化的可量化变化可能并不是 MASLD 向 MASH 进展的主要决定因素,相反,肝脏生酮的维持可通过其他脂肪氧化无关的机制起到保护作用。
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引用次数: 0
Cells Prioritize the Regulation of Cell Mass Density.
Pub Date : 2024-12-21 DOI: 10.1101/2024.12.10.627803
Jinyu Fu, Qin Ni, Yufei Wu, Anoushka Gupta, Zhuoxu Ge, Hongru Yang, Yasin Afrida, Ishan Barman, Sean Sun

A cell's global physical state is characterized by its volume and dry mass. The ratio of cell mass to volume is the cell mass density (CMD), which is also a measure of macromolecular crowding and concentrations of all proteins. Using the Fluorescence eXclusion method (FXm) and Quantitative Phase Microscopy (QPM), we investigate CMD dynamics after exposure to sudden media osmolarity change. We find that while the cell volume and mass exhibit complex behavior after osmotic shock, CMD follows a straightforward monotonic recovery in 48 hours. The recovery is cell-cycle independent and relies on a coordinated adjustment of protein synthesis and volume growth rates. Surprisingly, we find that the protein synthesis rate decreases when CMD increases. This result is explained by CMD-dependent nucleoplasm-cytoplasm transport, which serves as negative regulatory feedback on CMD. The Na+/H+ exchanger NHE plays a role in regulating CMD by affecting both protein synthesis and volume change. Taken together, we reveal that cells possess a robust control system that actively regulates CMD during environmental change.

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引用次数: 0
Information transfer from spatial to social distance in rats: implications for the role of the posterior parietal cortex in spatial-social integration. 大鼠从空间距离到社会距离的信息传递:后顶叶皮层在空间-社会整合中的作用。
Pub Date : 2024-12-21 DOI: 10.1101/2024.10.14.618305
Taylor B Wise, Victoria L Templer, Rebecca D Burwell

Humans and other social animals can represent and navigate complex networks of social relationships in ways that are suggestive of representation and navigation in space. There is some evidence that cortical regions initially required for processing space have been adapted to include processing of social information. One candidate region for supporting both spatial and social information processing is the posterior parietal cortex (PPC). We examined the hypothesis that rats can transfer or generalize distance information across spatial and social domains and that this phenomenon requires the PPC. In a novel apparatus, rats learned to discriminate two conspecifics positioned at different spatial distances (near vs. far) in a goal-driven paradigm. Following spatial learning, subjects were tested on probe trials in which spatial distance was replaced with social distance (cagemate vs. less familiar conspecific). The PPC was chemogenetically inactivated during a subset of probe sessions. We predicted that, in control probe trials, subjects would select conspecifics whose social distance matched the previously learned spatial distance. That is, if trained on the near distance, the rat would choose the highly familiar cagemate, and if trained on the far distance, the rat would choose the less familiar conspecific. Subjects learned to discriminate conspecifics based on spatial distance in our goal-driven paradigm. Moreover, choice for the appropriate social distance in the first probe session was significantly higher than chance. This result suggests that rats transferred learned spatial information to social contexts. Contrary to our predictions, PPC inactivation did not impair spatial to social information transfer. Possible reasons are discussed. To our knowledge, this is the first study to provide evidence that spatial and social distance are processed by shared cognitive mechanisms in the rat model.

人类和其他社会动物能够以暗示空间表征和导航的方式表征和导航复杂的社会关系网络。有证据表明,最初处理空间所需的皮层区域已被调整为包括处理社会信息。同时支持空间和社会信息处理的一个候选区域是后顶叶皮层(PPC)。我们研究了这样一个假设:大鼠可以在空间和社会领域中转移或概括距离信息,而这一现象需要顶叶后皮层的支持。在一个新颖的装置中,大鼠在目标驱动范式中学会了分辨位于不同空间距离(近距离与远距离)的两个同种动物。在空间学习之后,受试者接受了探究试验测试,在这些试验中,空间距离被社会距离(笼友与不太熟悉的同类)所取代。在一部分探究试验中,PPC 被化学失活。我们预测,在对照探究试验中,受试者会选择社会距离与之前学习到的空间距离相匹配的同类。也就是说,如果接受的是近距离训练,大鼠会选择非常熟悉的笼友;如果接受的是远距离训练,大鼠会选择不太熟悉的同类。在我们的目标驱动范式中,受试者学会了根据空间距离来区分同类。此外,在第一个探究环节中,大鼠对适当社会距离的选择明显高于偶然性。这一结果表明,大鼠将学习到的空间信息转移到了社会环境中。与我们的预测相反,PPC 失活并没有影响空间信息向社会信息的转移。本文讨论了可能的原因。据我们所知,这是首次在大鼠模型中提供证据证明空间距离和社会距离是由共同的认知机制处理的。
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引用次数: 0
Neuropeptide-dependent spike time precision and plasticity in circadian output neurons. 昼夜节律输出神经元中神经肽依赖性尖峰时间精度和可塑性。
Pub Date : 2024-12-21 DOI: 10.1101/2024.10.06.616871
Bryan Chong, Vipin Kumar, Dieu Linh Nguyen, Makenzie A Hopkins, Faith S Ferry, Lucia K Spera, Elizabeth M Paul, Anelise N Hutson, Masashi Tabuchi

Circadian rhythms influence various physiological and behavioral processes such as sleep-wake cycles, hormone secretion, and metabolism. In Drosophila, an important set of circadian output neurons are called pars intercerebralis (PI) neurons, which receive input from specific clock neurons called DN1. These DN1 neurons can further be subdivided into functionally and anatomically distinctive anterior (DN1a) and posterior (DN1p) clusters. The neuropeptide diuretic hormones 31 (Dh31) and 44 (Dh44) are the insect neuropeptides known to activate PI neurons to control activity rhythms. However, the neurophysiological basis of how Dh31 and Dh44 affect circadian clock neural coding mechanisms underlying sleep in Drosophila is not well understood. Here, we identify Dh31/Dh44-dependent spike time precision and plasticity in PI neurons. We first find that a mixture of Dh31 and Dh44 enhanced the firing of PI neurons, compared to the application of Dh31 alone and Dh44 alone. We next find that the application of synthesized Dh31 and Dh44 affects membrane potential dynamics of PI neurons in the precise timing of the neuronal firing through their synergistic interaction, possibly mediated by calcium-activated potassium channel conductance. Further, we characterize that Dh31/Dh44 enhances postsynaptic potentials in PI neurons. Together, these results suggest multiplexed neuropeptide-dependent spike time precision and plasticity as circadian clock neural coding mechanisms underlying sleep in Drosophila.

昼夜节律影响着睡眠-觉醒周期、激素分泌和新陈代谢等各种生理和行为过程。昼夜节律输出神经元是一组神经元,它们接收来自哺乳动物大脑上核中央昼夜节律钟的输入,并将定时信息传递到大脑和身体的不同区域,协调各种生理过程的昼夜节律。在果蝇中,一组重要的昼夜节律输出神经元被称为间脑旁(PI)神经元,它们接收来自称为 DN1 的特定时钟神经元的输入。这些神经元可进一步细分为功能和解剖学上不同的前部(DN1a)和后部(DN1p)神经元群。神经肽利尿激素 31(Dh31)和 44(Dh44)是已知能激活 PI 神经元以控制活动节律的昆虫神经肽。然而,Dh31 和 Dh44 如何影响果蝇睡眠的昼夜节律神经编码机制的神经生理学基础尚不十分清楚。在这里,我们确定了 PI 神经元中依赖 Dh31/Dh44 的尖峰时间精度和可塑性。我们发现,合成的 Dh31 和 Dh44 通过协同作用影响 PI 神经元的膜电位动态,从而影响神经元发射的精确时间,这可能是由钙激活的钾通道传导介导的。此外,我们还发现 Dh31/Dh44 能增强突触后电位。总之,这些结果表明,多路神经肽依赖的尖峰时间精确性和可塑性是果蝇睡眠的昼夜节律神经编码机制的基础。
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引用次数: 0
Amphipathic helices sense the inner nuclear membrane environment through lipid packing defects. 两亲螺旋感知核内膜脂质松动的参数。
Pub Date : 2024-12-20 DOI: 10.1101/2024.11.14.623600
Shoken Lee, Anabel-Lise Le Roux, Mira Mors, Stefano Vanni, Pere Roca-Cusachs, Shirin Bahmanyar

Amphipathic helices (AHs) are ubiquitous protein motifs that modulate targeting to organellar membranes by sensing differences in bulk membrane properties. However, the adaptation between membrane-targeting AHs and the nuclear membrane environment that surrounds the genome is poorly understood. Here, we computationally screened for candidate AHs in a curated list of characterized and putative human inner nuclear membrane (INM) proteins. Cell biological and in vitro experimental assays combined with computational calculations demonstrated that AHs detect lipid packing defects over electrostatics to bind to the INM, indicating that the INM is loosely packed under basal conditions. Membrane tension resulting from hypotonic shock further promoted AH binding to the INM, whereas cell-substrate stretch did not enhance recruitment of membrane tension-sensitive AHs. Together, our work demonstrates the rules driving lipid-protein interactions at the INM, and its implications in the response of the nucleus to different stimuli.

两面螺旋(AHs)能检测到整体膜特性的差异,但 AHs 如何检测基因组周围的核膜还不太清楚。在这里,我们通过计算筛选了一份已表征和推测的人类核内膜(INM)蛋白的候选两面螺旋。细胞生物学和体外实验测定结合计算证明,AHs 能检测脂质堆积缺陷而不是静电,从而与 INM 结合,这表明 INM 在基础条件下是松散堆积的。低渗休克导致的膜张力进一步促进了 AH 与 INM 的结合,而细胞基质拉伸并没有招募对膜张力敏感的 AH。因此,不同的机械输入会在不同程度上增强 INM 的脂质松动,INM 蛋白中的 AHs 可能会利用这种松动发挥下游生化功能。我们的资源为今后研究 INM 上脂质-蛋白质相互作用的贡献提供了一个框架,并使我们能够探索 INM 在不同条件下的膜特性。
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引用次数: 0
Engineered CRISPR-Base Editors as a Permanent Treatment for Familial Dysautonomia.
Pub Date : 2024-12-20 DOI: 10.1101/2024.11.27.625322
Shuqi Yun, Anil Chekuri, Jennifer Art, Krishnakanth Kondabolu, Susan A Slaugenhaupt, Nadja Zeltner, Benjamin P Kleinstiver, Elisabetta Morini, Christiano R R Alves

Familial dysautonomia (FD) is a fatal autosomal recessive congenital neuropathy caused by a T-to-C mutation in intron 20 of the Elongator acetyltransferase complex subunit 1 (ELP1) gene, which causes tissue-specific skipping of exon 20 and reduction of ELP1 protein. Here, we developed a base editor (BE) approach to precisely correct this mutation. By optimizing Cas9 variants and screening multiple gRNAs, we identified a combination that was able to promote up to 70% on-target editing in HEK293T cells harboring the ELP1 T-to-C mutation. These editing levels were sufficient to restore exon 20 inclusion in the ELP1 transcript. Moreover, we optimized an engineered dual intein-split system to deliver these constructs in vivo. Mediated by adeno-associated virus (AAV) delivery, this BE strategy effectively corrected the liver and brain ELP1 splicing defects in a humanized FD mouse model carrying the ELP1 T-to-C mutation and rescued the FD phenotype in iPSC-derived sympathetic neurons. Importantly, we observed minimal off-target editing demonstrating high levels of specificity with these optimized base editors. These findings establish a novel and highly precise BE-based therapeutic approach to correct the FD mutation and associated splicing defects and provide the foundation for the development of a transformative, permanent treatment for this devastating disease.

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引用次数: 0
Functional organization and natural scene responses across mouse visual cortical areas revealed with encoding manifolds. 根据光栅反应构建的编码流形组织了大脑皮层视觉区域对自然场景的反应。
Pub Date : 2024-12-20 DOI: 10.1101/2024.10.24.620089
Luciano Dyballa, Greg D Field, Michael P Stryker, Steven W Zucker

A challenge in sensory neuroscience is understanding how populations of neurons operate in concert to represent diverse stimuli. To meet this challenge, we have created "encoding manifolds" that reveal the overall responses of brain areas to diverse stimuli with the resolution of individual neurons and their response dynamics. Here we use encoding manifold to compare the population-level encoding of primary visual cortex (VISp) with five higher visual areas (VISam, VISal, VISpm, VISlm, and VISrl). We used data from the Allen Institute Visual Coding-Neuropixels dataset from the mouse. We show that the encoding manifold topology computed only from responses to grating stimuli is continuous, for V1 and for higher visual areas, with smooth coordinates spanning it that include orientation selectivity and firing-rate magnitude. Surprisingly, the manifolds for each visual area revealed novel relationships between how natural scenes are encoded relative to static gratings-a relationship that was conserved across visual areas. Namely, neurons preferring natural scenes preferred either low or high spatial frequency gratings, but not intermediate ones. Analyzing responses by cortical layer reveals a preference for gratings concentrated in layer 6, whereas preferences for natural scenes tended to be higher in layers 2/3 and 4. The results reveal how machine learning approaches can be used to organize and visualize the structure of sensory coding, thereby revealing novel relationships within and across brain areas and sensory stimuli.

我们创建了 "编码流形 "来揭示脑区对各种刺激的整体反应。编码流形组织了全局的反应特性:编码流形上的每个点都是一个神经元,附近的神经元对刺激集合的时间反应类似。我们之前利用包括视流在内的大型刺激集合发现,视网膜的编码流形高度聚类,每个聚类对应不同的神经节细胞类型。相比之下,V1 流形的拓扑结构是连续的。现在,我们利用艾伦研究所小鼠视觉编码-神经像素数据集中单个神经元的反应,推断出了V1和五个高级皮层视觉区域(VISam、VISal、VISpm、VISlm和VISrl)的编码流形。我们在此表明,仅根据对各种光栅刺激的反应计算出的编码流形拓扑结构也是连续的,不仅对 V1 而且对高级视觉区域都是如此,其中的平滑坐标包括方向选择性和发射率大小。令人惊讶的是,光栅的编码流形也提供了有关自然场景反应的信息。为了研究神经元对光栅还是自然场景的反应更强烈,我们在编码流形上绘制了自然场景反应与光栅反应(平均发射率)的对比率。这揭示了一个组织神经元对这两种刺激的偏好的全局坐标轴。这个坐标与 VISp 中组织发射率大小的坐标是正交的(即不相关)。分析各层的反应,对光栅的偏好集中在第6层,而对自然景象的偏好则倾向于在第2/3层和第4层。我们还发现,对自然场景的偏好在偏好低(0.02 cpd)和高(0.32 cpd)空间频率的神经元的反应中占主导地位,而不是中间频率(0.04 至 0.16 cpd)。结论:虽然光栅似乎受到限制,而自然场景则不受制约,但机器学习算法可以揭示它们之间的微妙关系,而非线性技术所能及。
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