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KineWheel-DeepLabCut Automated Paw Annotation Using Alternating Stroboscopic UV and White Light Illumination. KineWheel-DeepLabCut 使用交替频闪紫外光和白光照明自动注释爪子。
IF 2.7 3区 医学 Q3 NEUROSCIENCES Pub Date : 2024-08-29 Print Date: 2024-08-01 DOI: 10.1523/ENEURO.0304-23.2024
Björn Albrecht, Alexej Schatz, Katja Frei, York Winter

Uncovering the relationships between neural circuits, behavior, and neural dysfunction may require rodent pose tracking. While open-source toolkits such as DeepLabCut have revolutionized markerless pose estimation using deep neural networks, the training process still requires human intervention for annotating key points of interest in video data. To further reduce human labor for neural network training, we developed a method that automatically generates annotated image datasets of rodent paw placement in a laboratory setting. It uses invisible but fluorescent markers that become temporarily visible under UV light. Through stroboscopic alternating illumination, adjacent video frames taken at 720 Hz are either UV or white light illuminated. After color filtering the UV-exposed video frames, the UV markings are identified and the paw locations are deterministically mapped. This paw information is then transferred to automatically annotate paw positions in the next white light-exposed frame that is later used for training the neural network. We demonstrate the effectiveness of our method using a KineWheel-DeepLabCut setup for the markerless tracking of the four paws of a harness-fixed mouse running on top of the transparent wheel with mirror. Our automated approach, made available open-source, achieves high-quality position annotations and significantly reduces the need for human involvement in the neural network training process, paving the way for more efficient and streamlined rodent pose tracking in neuroscience research.

要揭示神经回路、行为和神经功能紊乱之间的关系,可能需要对啮齿动物进行姿势跟踪。虽然 DeepLabCut 等开源工具包已经彻底改变了使用深度神经网络进行无标记姿势估计的方法,但训练过程仍然需要人工干预,以注释视频数据中的关键兴趣点。为了进一步减少神经网络训练所需的人力,我们开发了一种方法,可在实验室环境中自动生成啮齿动物爪子位置的注释图像数据集。该方法使用不可见但在紫外线下暂时可见的荧光标记。通过频闪交替照明,以 720 Hz 频率拍摄的相邻视频帧要么被紫外线照射,要么被白光照射。对紫外线照射的视频帧进行彩色滤波后,紫外线标记被识别出来,爪子的位置也被确定地映射出来。然后,这些爪子信息将被传输到下一帧白光照射的视频中,自动标注爪子位置,随后用于训练神经网络。我们使用 KineWheel-DeepLabCut 装置演示了这种方法的有效性,该装置用于无标记跟踪一只固定在带镜子的透明轮子上的小鼠的四只爪子。我们的自动化方法开源,实现了高质量的位置注释,大大减少了神经网络训练过程中的人工参与,为神经科学研究中更高效、更简化的啮齿动物姿势跟踪铺平了道路。
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引用次数: 0
Adolescent Thalamoprefrontal Inhibition Leads to Changes in Intrinsic Prefrontal Network Connectivity. 青少年丘脑-前额叶抑制导致前额叶内在网络连接发生变化
IF 2.7 3区 医学 Q3 NEUROSCIENCES Pub Date : 2024-08-29 Print Date: 2024-08-01 DOI: 10.1523/ENEURO.0284-24.2024
David Petersen, Ricardo Raudales, Ariadna Kim Silva, Christoph Kellendonk, Sarah Canetta

Adolescent inhibition of thalamocortical projections from postnatal days P20 to 50 leads to long-lasting deficits in prefrontal cortex function and cognition in the adult mouse. While this suggests a role of thalamic activity in prefrontal cortex maturation, it is unclear how inhibition of these projections affects prefrontal circuitry during adolescence. Here, we used chemogenetic tools to inhibit thalamoprefrontal projections in male/female mice from P20 to P35 and measured synaptic inputs to prefrontal pyramidal neurons by layer (either II/III or V/VI) and projection target (mediodorsal thalamus (MD), nucleus accumbens (NAc), or callosal prefrontal projections) 24 h later using slice physiology. We found a decrease in the frequency of excitatory and inhibitory currents in layer II/III NAc and layer V/VI MD-projecting neurons while layer V/VI NAc-projecting neurons showed an increase in the amplitude of excitatory and inhibitory currents. Regarding cortical projections, the frequency of inhibitory but not excitatory currents was enhanced in contralateral mPFC-projecting neurons. Notably, despite these complex changes in individual levels of excitation and inhibition, the overall balance between excitation and inhibition in each cell was only altered in the contralateral mPFC projections. This finding suggests homeostatic regulation occurs within subcortically but not intracortical callosal-projecting neurons. Increased inhibition of intraprefrontal connectivity may therefore be particularly important for prefrontal cortex circuit maturation. Finally, we observed cognitive deficits in the adult mouse using this narrowed window of thalamocortical inhibition.

从出生后第 P20-50 天开始抑制丘脑-皮层投射,会导致成年小鼠前额叶-皮层功能和认知能力的长期缺陷。虽然这表明丘脑活动在前额叶-皮层成熟中的作用,但目前还不清楚抑制这些投射如何影响青春期的前额叶回路。在这里,我们利用化学遗传学工具抑制了P20-35雄性/雌性小鼠的丘脑-前额叶投射,并在24小时后利用切片生理学测量了前额叶锥体神经元各层(II/III或V/VI)和投射目标(MD、NAc或胼胝体mPFC)的突触输入。我们选择了 mPFC 和 MD 投射细胞,因为它们在很大程度上是按皮质层(分别为 II/III 层和 V/VI 层)区分的,而选择 NAc 投射细胞则是因为它们横跨两层,因此为其他两个群体提供了层内比较。我们发现,II/III 层-丘脑核(NAc)和 V/VI 层-丘脑中层投射神经元的兴奋性和抑制性电流频率下降,而 V/VI 层-NAc 投射神经元的兴奋性和抑制性电流振幅增加。在皮层投射方面,对侧 mPFC 投射神经元的抑制性电流频率增加,而兴奋性电流频率则没有增加。值得注意的是,尽管单个兴奋和抑制水平发生了这些复杂的变化,但每个细胞中兴奋和抑制之间的总体平衡只在 mPFC 对侧投射中发生了变化。这一发现表明,皮层下而非皮层内的胼胝体投射神经元会发生平衡调节。因此,增加对前额叶内连接的抑制可能对前额叶-皮层回路的成熟尤为重要。最后,我们利用丘脑皮层抑制的狭窄窗口(P20-P35)观察到了成年小鼠的认知障碍。 重要意义 声明 研究发现,精神分裂症患者丘脑和前额叶皮层这两个脑区之间的连通性降低。丘脑-皮层投射的神经元活动对感觉皮层的正常发育非常重要。至于丘脑皮层活动如何调节前额叶皮层的发育,目前还不太清楚。在这里,我们发现,在青春期早期,小鼠丘脑-前额叶投射活动的减少会改变与前额叶皮质内不同神经元投射的突触连接,而这些神经元投射在青春期已经很明显。其中一些变化可以用丘脑-皮层投射的减少来解释,而另一些适应则是前额叶皮层固有的。这些发现表明,青春期是大脑皮层发育的关键时期,并证明这一时期是治疗干预的潜在目标。
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引用次数: 0
Phenotype Distinctions in Mice Deficient in the Neuron-Specific α3 Subunit of Na,K-ATPase: Atp1a3tm1Ling/+ and Atp1a3 +/D801Y. Na,K-ATPase 神经元特异性 α3 亚基缺陷小鼠的表型差异:Atp1a3tm1Ling/+ 和 Atp1a3 +/D801Y。
IF 2.7 3区 医学 Q3 NEUROSCIENCES Pub Date : 2024-08-28 Print Date: 2024-08-01 DOI: 10.1523/ENEURO.0101-24.2024
Yi Bessie Liu, Elena Arystarkhova, Amanda N Sacino, Margit V Szabari, Cathleen M Lutz, Markus Terrey, Natalia S Morsci, Tatjana C Jakobs, Karin Lykke-Hartmann, Allison Brashear, Elenora Napoli, Kathleen J Sweadner

ATP1A3 is a Na,K-ATPase gene expressed specifically in neurons in the brain. Human mutations are dominant and produce an unusually wide spectrum of neurological phenotypes, most notably rapid-onset dystonia parkinsonism (RDP) and alternating hemiplegia of childhood (AHC). Here we compared heterozygotes of two mouse lines, a line with little or no expression (Atp1a3tm1Ling/+) and a knock-in expressing p.Asp801Tyr (D801Y, Atp1a3 +/D801Y). Both mouse lines had normal lifespans, but Atp1a3 +/D801Y had mild perinatal mortality contrasting with D801N mice (Atp1a3 +/D801N), which had high mortality. The phenotypes of Atp1a3tm1Ling/+ and Atp1a3 +/D801Y were different, and testing of each strain was tailored to its symptom range. Atp1a3tm1Ling/+ mice displayed little at baseline, but repeated ethanol intoxication produced hyperkinetic motor abnormalities not seen in littermate controls. Atp1a3 +/D801Y mice displayed robust phenotypes: hyperactivity, diminished posture consistent with hypotonia, and deficiencies in beam walk and wire hang tests. Symptoms also included qualitative motor abnormalities that are not well quantified by conventional tests. Paradoxically, Atp1a3 +/D801Y showed sustained better performance than wild type on the accelerating rotarod. Atp1a3 +/D801Y mice were overactive in forced swimming and afterward had intense shivering, transient dystonic postures, and delayed recovery. Remarkably, Atp1a3 +/D801Y mice were refractory to ketamine anesthesia, which elicited hyperactivity and dyskinesia even at higher dose. Neither mouse line exhibited fixed dystonia (typical of RDP patients), spontaneous paroxysmal weakness (typical of AHC patients), or seizures but had consistent, measurable neurological abnormalities. A gradient of variation supports the importance of studying multiple Atp1a3 mutations in animal models to understand the roles of this gene in human disease.

ATP1A3 是一种专门在大脑神经元中表达的 Na、K-ATP 酶基因。人类突变是显性的,会产生异常广泛的神经系统表型,其中最显著的是速发型肌张力障碍-帕金森病(RDP)和儿童交替性偏瘫(AHC)。在这里,我们比较了两个小鼠品系的杂合子,一个是几乎没有表达的品系(Atp1a3tm1Ling/+),另一个是表达 p.Asp801Tyr 的基因敲入品系(D801Y,Atp1a3 +/D801Y)。这两种小鼠品系的寿命均正常,但 Atp1a3 +/D801Y 的围产期死亡率较低,而 D801N 小鼠(Atp1a3 +/D801N)的围产期死亡率较高。Atp1a3tm1Ling/+ 和 Atp1a3 +/D801Y 的表型不同,对每个品系的测试都是根据其症状范围进行的。Atp1a3tm1Ling/+ 小鼠在基线时几乎没有表现,但反复乙醇中毒会产生同卵对照组所没有的运动异常。Atp1a3 +/D801Y 小鼠表现出强烈的表型:多动、与肌张力低下一致的姿势减弱,以及横梁行走和吊线测试中的缺陷。症状还包括常规测试无法很好量化的定性运动异常。矛盾的是,Atp1a3 +/D801Y在加速旋转木马上的表现持续优于野生型。Atp1a3 +/D801Y小鼠在强迫游泳时过度活跃,之后出现强烈颤抖、短暂的肌张力障碍姿势和延迟恢复。值得注意的是,Atp1a3 +/D801Y小鼠对氯胺酮麻醉无效,即使在较高剂量下也会引起过度活跃和运动障碍。这两个小鼠品系都没有表现出固定性肌张力障碍(RDP 患者的典型症状)、自发性阵发性无力(AHC 患者的典型症状)或癫痫发作,但有一致的、可测量的神经系统异常。变异的梯度支持了在动物模型中研究多种 ATP1A3 突变以了解该基因在人类疾病中的作用的重要性。Atp1a3 小鼠模型在死亡率和可见损伤方面也有很大差异,但传统的运动测试并不能很好地反映它们的表现。在这里,我们用传统方法、改良方法和新方法对两种模型进行了比较,结果令人惊讶。
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引用次数: 0
A Method for Evaluating Hunger and Thirst in Monkeys by Measuring Blood Ghrelin and Osmolality Levels. 通过测量血液胃泌素和渗透压水平评估猴子饥渴程度的方法。
IF 2.7 3区 医学 Q3 NEUROSCIENCES Pub Date : 2024-08-28 Print Date: 2024-08-01 DOI: 10.1523/ENEURO.0481-23.2024
Yuki Suwa, Jun Kunimatsu, Akua Kamata, Masayuki Matsumoto, Hiroshi Yamada

Hunger and thirst drive animals' consumption behavior and regulate their decision-making concerning rewards. We previously assessed the thirst states of monkeys by measuring blood osmolality under controlled water access and examined how these thirst states influenced their risk-taking behavior in decisions involving fluid rewards. However, hunger assessment in monkeys remains poorly performed. Moreover, the lack of precise measures for hunger states leads to another issue regarding how hunger and thirst states interact with each other in each individual. Thus, when controlling food access to motivate performance, it remains unclear how these two physiological needs are satisfied in captive monkeys. Here, we measured blood ghrelin and osmolality levels to respectively assess hunger and thirst in four captive macaques. Using an enzyme-linked immunosorbent assay, we identified that the levels of blood ghrelin, a widely measured hunger-related peptide hormone in humans, were high after 20 h of no food access (with ad libitum water). This reflects a typical controlled food access condition. One hour after consuming a regular dry meal, the blood ghrelin levels in three out of four monkeys decreased to within their baseline range. Additionally, blood osmolality measured from the same blood sample, the standard hematological index of hydration status, increased after consuming the regular dry meal with no water access. Thus, ghrelin and osmolality may reflect the physiological states of individual monkeys regarding hunger and thirst, suggesting that these indices can be used as tools for monitoring hunger and thirst levels that mediate an animal's decision to consume rewards.

饥饿和口渴驱动着动物的消费行为,并调节着它们对奖励的决策。我们以前曾通过测量血液渗透压来评估猴子在受控取水条件下的口渴状态,并研究了这些口渴状态如何影响猴子在涉及液体奖励决策时的冒险行为。然而,对猴子饥饿状态的评估仍然很不完善。此外,由于缺乏对饥饿状态的精确测量,还产生了另一个问题,即每个个体的饥饿和口渴状态是如何相互作用的。因此,当控制食物获取以激励猴子的表现时,如何满足这两种生理需求在圈养猴子中仍不清楚。在这里,我们测量了四只圈养猕猴的血液胃泌素和渗透压水平,以分别评估饥饿和口渴状态。通过酶联免疫吸附测定法,我们发现在20小时不进食(自由饮水)后,血液中的胃泌素(一种在人类中广泛测量的与饥饿相关的肽类激素)水平较高。这反映了一种典型的受控食物获取条件。在进食普通干餐一小时后,四只猴子中有三只的血液中胃泌素水平下降到基线范围内。此外,从同一血液样本中测得的血液渗透压(水合状态的标准血液学指标)也在进食普通干餐且不给水后升高。因此,胃泌素和渗透压可能反映了猴子个体在饥饿和口渴方面的生理状态,这表明这些指数可用作监测饥饿和口渴水平的工具,而饥饿和口渴水平会介导动物决定是否消费奖励。我们以前曾通过测量血液渗透压来评估猴子的口渴状态,血液渗透压是最广泛使用的水合状态血液学指标。在这里,我们通过酶联免疫吸附测定法测量血液中的胃泌素水平来评估猴子的饥饿状态,胃泌素是一种在人类中被广泛测量的与饥饿相关的肽类激素。我们测量了这些指数,发现它们反映了猴子在进食干饭前后的饥饿和口渴状态,而两者之间没有任何关系。因此,这两种生理指数可用于监测灵长类动物的饥渴状态。
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引用次数: 0
Transsynaptic BMP Signaling Regulates Fine-Scale Topography between Adjacent Sensory Neurons. 跨突触 BMP 信号调节相邻感觉神经元之间的精细地形。
IF 2.7 3区 医学 Q3 NEUROSCIENCES Pub Date : 2024-08-28 Print Date: 2024-08-01 DOI: 10.1523/ENEURO.0322-24.2024
Takuya Kaneko, Ruonan Li, Qun He, Limin Yang, Bing Ye

Sensory axons projecting to the central nervous system are organized into topographic maps that represent the locations of sensory stimuli. In some sensory systems, even adjacent sensory axons are arranged topographically, forming "fine-scale" topographic maps. Although several broad molecular gradients are known to instruct coarse topography, we know little about the molecular signaling that regulates fine-scale topography at the level of two adjacent axons. Here, we provide evidence that transsynaptic bone morphogenetic protein (BMP) signaling mediates local interneuronal communication to regulate fine-scale topography in the nociceptive system of Drosophila larvae. We first show that the topographic separation of the axon terminals of adjacent nociceptors requires their common postsynaptic target, the A08n neurons. This phenotype is recapitulated by knockdown of the BMP ligand, Decapentaplegic (Dpp), in these neurons. In addition, removing the Type 2 BMP receptors or their effector (Mad transcription factor) in single nociceptors impairs the fine-scale topography, suggesting the contribution of BMP signaling originated from A08n. This signaling is likely mediated by phospho-Mad in the presynaptic terminals of nociceptors to ensure local interneuronal communication. Finally, reducing Dpp levels in A08n reduces the nociceptor-A08n synaptic contacts. Our data support that transsynaptic BMP signaling establishes the fine-scale topography by facilitating the formation of topographically correct synapses. Local BMP signaling for synapse formation may be a developmental strategy that independently regulates neighboring axon terminals for fine-scale topography.

投射到中枢神经系统的感觉轴突被组织成地形图,代表感觉刺激的位置。在某些感觉系统中,甚至相邻的感觉轴突也按地形排列,形成 "精细尺度 "地形图。尽管已知有几种广泛的分子梯度可指示粗地形图,但我们对在两个相邻轴突水平上调节细地形图的分子信号知之甚少。在这里,我们提供了证据,证明跨突触 BMP 信号介导了局部神经元间的交流,从而调节果蝇幼虫痛觉系统的精细地形。我们首先证明,相邻痛觉感受器轴突末端的拓扑分离需要它们共同的突触后靶点--A08n神经元。在这些神经元中敲除 BMP 配体 Dpp 可重现这种表型。此外,去除单个痛觉感受器中的 II 型 BMP 受体或其效应因子(Mad 转录因子)会损害细尺度拓扑结构,这表明 BMP 信号的贡献源自 A08n。这种信号很可能是由痛觉感受器突触前末端的磷酸化-Mad介导的,以确保局部神经元间的交流。最后,降低 A08n 中的 Dpp 水平会减少痛觉感受器与 A08n 的突触接触。我们的数据支持跨突触 BMP 信号通过促进形成拓扑正确的突触来建立精细尺度的拓扑结构。用于突触形成的局部BMP信号可能是一种发育策略,它能独立调节邻近轴突末端的精细尺度拓扑。 重要意义 声明 投射到中枢神经系统(CNS)的感觉轴突在空间上是有组织的,以代表感觉刺激的位置。这种情况甚至发生在相邻的感觉轴突之间。虽然人们已经对中枢神经系统中感觉轴突的粗略空间排列有了很多了解,但对排列两个相邻轴突的分子信号仍知之甚少。本研究表明,这一过程受局部神经元间通信的调节,通过跨突触 BMP 信号传导,促进位置适当的感觉轴突形成突触。
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引用次数: 0
The White Matter Integrity and Functional Connection Differences of Fornix (Cres)/Stria Terminalis in Individuals with Mild Cognitive Impairment Induced by Occupational Aluminum Exposure. 职业性铝暴露诱发的轻度认知障碍患者的穹窿(cres)/顶叶(Stria Terminalis)白质完整性和功能连接差异。
IF 2.7 3区 医学 Q3 NEUROSCIENCES Pub Date : 2024-08-28 Print Date: 2024-08-01 DOI: 10.1523/ENEURO.0128-24.2024
Feifei Zhang, Yangyang Li, Ruihong Chen, Pengxin Shen, Xiaochun Wang, Huaxing Meng, Jiangfeng Du, Guoqiang Yang, Bo Liu, Qiao Niu, Hui Zhang, Yan Tan

Long-term aluminum (Al) exposure increases the risk of mild cognitive impairment (MCI). The aim of the present study was to investigate the neural mechanisms of Al-induced MCI. In our study, a total of 52 individuals with occupational Al exposure >10 years were enrolled and divided into two groups: MCI (Al-MCI) and healthy controls (Al-HC). Plasma Al concentrations and Montreal Cognitive Assessment (MoCA) score were collected for all participants. And diffusion tensor imaging and resting-state functional magnetic resonance imaging were used to examine changes of white matter (WM) and functional connectivity (FC). There was a negative correlation between MoCA score and plasma Al concentration. Compared with the Al-HC, fractional anisotropy value for the right fornix (cres)/stria terminalis (FX/ST) was higher in the Al-MCI. Furthermore, there was a difference in FC between participants with and without MCI under Al exposure. We defined the regions with differing FC as a "pathway," specifically the connectivity from the right temporal pole to the right FX/ST, then to the right sagittal stratum, and further to the right anterior cingulate and paracingulate gyri and right inferior frontal gyrus, orbital part. In summary, we believe that the observed differences in WM integrity and FC in the right FX/ST between participants with and without MCI under long-term Al exposure may represent the neural mechanisms underlying MCI induced by Al exposure.

长期接触铝会增加轻度认知障碍(MCI)的风险。本研究旨在探讨铝诱导 MCI 的神经机制。在我们的研究中,共纳入了 52 名职业铝暴露超过 10 年的人,并将其分为两组:MCI 组(Al-MCI)和健康对照组(Al-HC)。我们收集了所有参与者的血浆铝浓度和蒙特利尔认知评估(MoCA)得分。扩散张量成像和静息态功能磁共振成像用于检测白质(WM)和功能连接(FC)的变化。MoCA评分与血浆中的铝浓度呈负相关。与 Al-HC 相比,Al-MCI 患者右侧穹窿(cres)/顶叶(FX/ST)的分数各向异性值更高。此外,在暴露于铝的情况下,患有和未患有 MCI 的参与者的 FC 存在差异。我们将FC不同的区域定义为 "通路",特别是从右侧颞极到右侧FX/ST,然后到右侧矢状层,再到右侧扣带回前部和扣带回旁,以及右侧额叶下回和眶部的连接。综上所述,我们认为,在长期铝暴露条件下,观察到的患有和未患有 MCI 的受试者右侧 FX/ST 的 WM 完整性和 FC 的差异可能代表了铝暴露诱发 MCI 的神经机制。通过综合血浆铝评估、认知评估和先进的神经影像学检查,我们揭示了白质完整性和功能连接性的差异,尤其是在右侧穹窿/顶叶。这些发现阐明了铝诱导的 MCI 的神经生物学机制,强调了将职业性铝暴露作为认知能力下降的可调节风险因素的重要性。
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引用次数: 0
Assessing Cross-Contamination in Spike-Sorted Electrophysiology Data. 评估尖峰分类电生理学数据中的交叉污染
IF 2.7 3区 医学 Q3 NEUROSCIENCES Pub Date : 2024-08-28 Print Date: 2024-08-01 DOI: 10.1523/ENEURO.0554-23.2024
Jack P Vincent, Michael N Economo

Recent advances in extracellular electrophysiology now facilitate the recording of spikes from hundreds or thousands of neurons simultaneously. This has necessitated both the development of new computational methods for spike sorting and better methods to determine spike-sorting accuracy. One long-standing method of assessing the false discovery rate (FDR) of spike sorting-the rate at which spikes are assigned to the wrong cluster-has been the rate of interspike interval (ISI) violations. Despite their near ubiquitous usage in spike sorting, our understanding of how exactly ISI violations relate to FDR, as well as best practices for using ISI violations as a quality metric, remains limited. Here, we describe an analytical solution that can be used to predict FDR from the ISI violation rate (ISIv). We test this model in silico through Monte Carlo simulation and apply it to publicly available spike-sorted electrophysiology datasets. We find that the relationship between ISIv and FDR is highly nonlinear, with additional dependencies on firing frequency, the correlation in activity between neurons, and contaminant neuron count. Predicted median FDRs in public datasets recorded in mice were found to range from 3.1 to 50.0%. We found that stochasticity in the occurrence of ISI violations as well as uncertainty in cluster-specific parameters make it difficult to predict FDR for single clusters with high confidence but that FDR can be estimated accurately across a population of clusters. Our findings will help the growing community of researchers using extracellular electrophysiology assess spike-sorting accuracy in a principled manner.

细胞外电生理学的最新进展为同时记录成百上千个神经元的尖峰脉冲提供了便利。这就需要开发新的尖峰分类计算方法和更好的方法来确定尖峰分类的准确性。长期以来,评估尖峰排序错误发现率(FDR)--即尖峰被分配到错误群组的比率--的一种方法是尖峰间期(ISI)违反率。尽管尖峰排序中几乎无处不在地使用 ISI 违规行为,但我们对 ISI 违规行为与 FDR 的确切关系以及使用 ISI 违规行为作为质量指标的最佳实践的了解仍然有限。在此,我们介绍一种分析解决方案,可用于从 ISI 违反率预测 FDR。我们通过蒙特卡罗模拟对该模型进行了硅测试,并将其应用于公开的尖峰分类电生理学数据集。我们发现,ISI 违反率和 FDR 之间的关系是高度非线性的,还与发射频率、神经元之间活动的相关性和污染神经元数量有关。我们发现,在小鼠体内记录的公共数据集中,预测的 FDR 中位数从 3.1% 到 50.0% 不等。我们发现,由于违反 ISI 发生的随机性以及群集特定参数的不确定性,很难以高置信度预测单个群集的 FDR,但可以准确估计整个群集的 FDR。我们的研究结果将帮助越来越多的研究人员利用细胞外电生理学原理评估尖峰分类的准确性。 意义声明 高密度硅探针被广泛用于记录动物在复杂行为中大量神经元群的活动。在这种方法中,每个电极记录来自许多神经元的尖峰,并使用 "尖峰排序 "算法将来自每个神经元的尖峰归为一类。但这一过程容易出错,因此评估尖峰分类准确性的能力对于正确解读神经活动至关重要。尖峰间期(ISI)违反率通常用于评估尖峰分类的准确性,但 ISI 违反率与分类准确性之间的关系十分复杂,人们对此知之甚少。在此,我们将详细描述这种关系,并为如何正确使用 ISI 违反率评估尖峰排序准确性提供指导。
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引用次数: 0
Local Synthesis of Estradiol in the Rostral Ventromedial Medulla Protects against Widespread Muscle Pain in Male Mice. 雌二醇在喙腹外侧髓质的局部合成可防止雄性小鼠广泛性肌肉疼痛。
IF 2.7 3区 医学 Q3 NEUROSCIENCES Pub Date : 2024-08-28 Print Date: 2024-08-01 DOI: 10.1523/ENEURO.0332-24.2024
Ashley N Plumb, Joseph B Lesnak, Louis J Kolling, Catherine A Marcinkiewcz, Kathleen A Sluka

Animal studies consistently demonstrate that testosterone is protective against pain in multiple models, including an animal model of activity-induced muscle pain. In this model, females develop widespread muscle hyperalgesia, and reducing testosterone levels in males results in widespread muscle hyperalgesia. Widespread pain is believed to be mediated by changes in the central nervous system, including the rostral ventromedial medulla (RVM). The enzyme that converts testosterone to estradiol, aromatase, is highly expressed in the RVM. Therefore, we hypothesized that testosterone is converted by aromatase to estradiol locally in the RVM to prevent development of widespread muscle hyperalgesia in male mice. This was tested through pharmacological inhibition of estrogen receptors (ERs), aromatase, or ER-α in the RVM which resulted in contralateral hyperalgesia in male mice (C57BL/6J). ER inhibition in the RVM had no effect on hyperalgesia in female mice. As prior studies show modulation of estradiol signaling alters GABA receptor and transporter expression, we examined if removal of testosterone in males would decrease mRNA expression of GABA receptor subunits and vesicular GABA transporter (VGAT). However, there were no differences in mRNA expression of GABA receptor subunits of VGAT between gonadectomized and sham control males. Lastly, we used RNAscope to determine expression of ER-α in the RVM and show expression in inhibitory (VGAT+), serotonergic (tryptophan hydroxylase 2+), and μ-opioid receptor expressing (MOR+) cells. In conclusion, testosterone protects males from development of widespread hyperalgesia through aromatization to estradiol and activation of ER-α which is widely expressed in multiple cell types in the RVM.

动物研究不断证明,睾酮在多种模型中对疼痛具有保护作用,包括一种活动诱发肌肉疼痛的动物模型。在该模型中,雌性动物会出现广泛的肌肉痛觉减退,而降低雄性动物的睾酮水平则会导致广泛的肌肉痛觉减退。广泛性疼痛被认为是由中枢神经系统(包括喙腹内侧髓质)的变化介导的。将睾酮转化为雌二醇的酶--芳香化酶在 RVM 中高度表达。因此,我们假设睾酮在 RVM 的局部被芳香化酶转化为雌二醇,以防止雄性小鼠出现广泛的肌肉痛觉减退。我们通过药理抑制 RVM 中的雌激素受体(ER)、芳香化酶或 ER-α,对雄性小鼠(C57BL/6J)的对侧痛觉减退进行了测试。抑制RVM中的ER对雌性小鼠的痛觉减退没有影响。先前的研究表明,雌二醇信号的调节会改变 GABA 受体和转运体的表达,因此我们研究了雄性小鼠体内睾酮的去除是否会降低 GABA 受体亚基和囊泡 GABA 转运体(VGAT)的 mRNA 表达。然而,性腺切除雄性动物与假对照雄性动物在 GABA 受体亚基和 VGAT 的 mRNA 表达上没有差异。最后,我们使用 RNAscope 检测了 RVM 中 ER-α 的表达,结果显示ER-α 在抑制性细胞(VGAT+)、5-羟色胺能细胞(色氨酸羟化酶 2+)和μ-阿片受体表达细胞(MOR+)中均有表达。总之,睾酮通过芳香化为雌二醇和激活ER-α(ER-α在RVM的多种细胞类型中广泛表达),保护男性免于发生广泛的肌肉痛觉减退。 意义声明 本研究结果首次揭示,睾酮通过芳香化为雌二醇和激活RVM中的ER-α,保护男性免于发生广泛的肌肉痛觉减退。研究结果还首次显示了ER-α在雄性小鼠RVM中的表达,以及这种表达在多种细胞类型中的分布模式。因此,我们的研究数据表明,RVM 中存在一种独特的内源性机制,可保护雄性小鼠免受广泛性疼痛的伤害。
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引用次数: 0
Modulation of Comorbid Chronic Neuropathic Pain and Anxiety-Like Behaviors by Glutamatergic Neurons in the Ventrolateral Periaqueductal Gray and the Analgesic and Anxiolytic Effects of Electroacupuncture. vlPAG中的谷氨酸能神经元对慢性神经病理性疼痛和焦虑样行为的调节作用以及EA的镇痛和抗焦虑作用
IF 2.7 3区 医学 Q3 NEUROSCIENCES Pub Date : 2024-08-28 Print Date: 2024-08-01 DOI: 10.1523/ENEURO.0454-23.2024
Xixiao Zhu, Chi Zhang, Yuxin Hu, Yifang Wang, Siqi Xiao, Yichen Zhu, Haiju Sun, Jing Sun, Chi Xu, Yunyun Xu, Yuerong Chen, Xiaofen He, Boyu Liu, Jinggen Liu, Junying Du, Yi Liang, Boyi Liu, Xiaoyu Li, Yongliang Jiang, Zui Shen, Xiaomei Shao, Jianqiao Fang

Comorbid chronic neuropathic pain and anxiety is a common disease that represents a major clinical challenge. The underlying mechanisms of chronic neuropathic pain and anxiety are not entirely understood, which limits the exploration of effective treatment methods. Glutamatergic neurons in the ventrolateral periaqueductal gray (vlPAG) have been implicated in regulating pain, but the potential roles of the vlPAG in neuropathic pain-induced anxiety have not been investigated. Herein, whole-cell recording and immunofluorescence showed that the excitability of CamkIIα neurons in the vlPAG (vlPAGCamkIIα+ neurons) was decreased in mice with spared nerve injury (SNI), while electroacupuncture (EA) activated these neurons. We also showed that chemogenetic inhibition of vlPAGCamkIIα+ neurons resulted in allodynia and anxiety-like behaviors in naive mice. Furthermore, chemogenetic activation of vlPAGCamkIIα+ neurons reduced anxiety-like behaviors and allodynia in mice with SNI, and EA had a similar effect in alleviating these symptoms. Nevertheless, EA combined with chemogenetic activation failed to further relieve allodynia and anxiety-like behaviors. Artificial inhibition of vlPAGCamkIIα+ neurons abolished the analgesic and anxiolytic effects of EA. Overall, our study reveals a novel mechanism of neuropathic pain-induced anxiety and shows that EA may relieve comorbid chronic neuropathic pain and anxiety by activating vlPAGCamkIIα+ neurons.

慢性神经病理性疼痛和焦虑是一种常见疾病,也是一项重大的临床挑战。慢性神经病理性疼痛和焦虑的内在机制尚未完全明了,这限制了对有效治疗方法的探索。腹外侧uctal灰质(vlPAG)中的谷氨酸能神经元与疼痛的调节有关,但vlPAG在神经病理性疼痛诱发的焦虑中的潜在作用尚未得到研究。在本文中,全细胞记录和免疫荧光显示,在幸免神经损伤(SNI)的小鼠中,vlPAG中CamkIIα神经元(vlPAGCamkIIα+神经元)的兴奋性降低,而电针(EA)能激活这些神经元。我们还发现,对 vlPAGCamkIIα+ 神经元的化学抑制会导致天真小鼠出现异动症和焦虑样行为。此外,化学激活 vlPAGCamkIIα+ 神经元可减少 SNI 小鼠的焦虑样行为和异动症,而 EA 在缓解这些症状方面也有类似的效果。尽管如此,EA 与化学基因激活相结合也无法进一步缓解异动症和焦虑样行为。人工抑制 vlPAGCamkIIα+ 神经元可消除 EA 的镇痛和抗焦虑作用。总之,我们的研究揭示了神经病理性疼痛诱发焦虑的新机制,并表明 EA 可通过激活 vlPAGCamkIIα+ 神经元缓解慢性神经病理性疼痛和焦虑。腹外侧uctal灰质(vlPAG)中的谷氨酸能神经元和电针(EA)都具有镇痛作用。然而,这些干预措施在解决神经病理性疼痛及其伴随的焦虑方面的疗效还有待充分阐明。在小鼠神经损伤(SNI)模型中,我们观察到 vlPAG CamkIIα 神经元的兴奋性降低。值得注意的是,EA 治疗能显著增强这些神经元的兴奋性。此外,化学激活 vlPAGCamkIIα+ 神经元不仅能产生镇痛效果,还能减轻 SNI 小鼠的焦虑样行为,这与 EA 治疗所观察到的效果如出一辙。相反,抑制天真小鼠中 vlPAGCamkIIα+ 神经元的活性会降低疼痛阈值并诱发焦虑样行为,同时也会抵消 EA 的有益作用。这些发现为慢性神经病理性疼痛和焦虑之间的机理相互作用提供了新的见解,凸显了在这些情况下靶向 vlPAG 谷氨酸能神经元的治疗潜力。
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引用次数: 0
Measures of Implicit and Explicit Adaptation Do Not Linearly Add. 隐性适应和显性适应的衡量标准并非线性相加。
IF 2.7 3区 医学 Q3 NEUROSCIENCES Pub Date : 2024-08-27 Print Date: 2024-08-01 DOI: 10.1523/ENEURO.0021-23.2024
Bernard Marius 't Hart, Urooj Taqvi, Raphael Q Gastrock, Jennifer E Ruttle, Shanaathanan Modchalingam, Denise Y P Henriques

Moving effectively is essential for any animal. Thus, many different kinds of brain processes likely contribute to learning and adapting movement. How these contributions are combined is unknown. Nevertheless, the field of motor adaptation has been working under the assumption that measures of explicit and implicit motor adaptation can simply be added in total adaptation. While this has been tested, we show that these tests were insufficient. We put this additivity assumption to the test in various ways and find that measures of implicit and explicit adaptation are not additive. This means that future studies should measure both implicit and explicit adaptation directly. It also challenges us to disentangle how various motor adaptation processes do combine when producing movements and may have implications for our understanding of other kinds of learning as well (data and code: https://osf.io/3yhw5).

有效运动对任何动物来说都是至关重要的。因此,许多不同类型的大脑过程都可能有助于学习和适应运动。这些贡献是如何结合在一起的还不得而知。尽管如此,运动适应领域一直都在假设,显性和隐性运动适应的测量结果可以简单地相加为总适应。虽然这一假设已经过测试,但我们发现这些测试并不充分。我们通过各种方法对这一可加性假设进行了测试,结果发现内隐适应和外显适应的测量结果并不具有可加性。这意味着未来的研究应该直接测量内隐适应和外显适应。这也向我们提出了挑战,即在产生动作时,如何将各种运动适应过程结合起来,并可能对我们理解其他类型的学习产生影响(数据和代码:https://osf.io/3yhw5)。
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引用次数: 0
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