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Advances in Amyloid-β Clearance in the Brain and Periphery: Implications for Neurodegenerative Diseases. 脑和外周淀粉样蛋白-β清除的研究进展:对神经退行性疾病的意义。
IF 2.4 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-08-31 DOI: 10.5607/en23014
Rahat Ullah, Eun Jeong Lee

This review examines the role of impaired amyloid-β clearance in the accumulation of amyloid-β in the brain and the periphery, which is closely associated with Alzheimer's disease (AD) and cerebral amyloid angiopathy (CAA). The molecular mechanism underlying amyloid-β accumulation is largely unknown, but recent evidence suggests that impaired amyloid-β clearance plays a critical role in its accumulation. The review provides an overview of recent research and proposes strategies for efficient amyloid-β clearance in both the brain and periphery. The clearance of amyloid-β can occur through enzymatic or non-enzymatic pathways in the brain, including neuronal and glial cells, blood-brain barrier, interstitial fluid bulk flow, perivascular drainage, and cerebrospinal fluid absorption-mediated pathways. In the periphery, various mechanisms, including peripheral organs, immunomodulation/immune cells, enzymes, amyloid-β-binding proteins, and amyloid-β-binding cells, are involved in amyloid-β clearance. Although recent findings have shed light on amyloid-β clearance in both regions, opportunities remain in areas where limited data is available. Therefore, future strategies that enhance amyloid-β clearance in the brain and/or periphery, either through central or peripheral clearance approaches or in combination, are highly encouraged. These strategies will provide new insight into the disease pathogenesis at the molecular level and explore new targets for inhibiting amyloid-β deposition, which is central to the pathogenesis of sporadic AD (amyloid-β in parenchyma) and CAA (amyloid-β in blood vessels).

这篇综述探讨了淀粉样蛋白-β清除受损在大脑和外周淀粉样蛋白β积累中的作用,淀粉样蛋白在脑和外周的积累与阿尔茨海默病(AD)和脑淀粉样蛋白血管病(CAA)密切相关。淀粉样蛋白-β积累的分子机制在很大程度上是未知的,但最近的证据表明,淀粉样蛋白β清除受损在其积累中起着关键作用。该综述概述了最近的研究,并提出了在大脑和外周有效清除淀粉样蛋白-β的策略。淀粉样蛋白-β的清除可以通过大脑中的酶途径或非酶途径进行,包括神经元和神经胶质细胞、血脑屏障、间质液大量流动、血管周围引流和脑脊液吸收介导的途径。在外周,包括外周器官、免疫调节/免疫细胞、酶、淀粉样蛋白-β结合蛋白和淀粉样蛋白/β结合细胞在内的各种机制都参与了淀粉样蛋白的清除。尽管最近的发现揭示了这两个区域的淀粉样蛋白-β清除率,但在数据有限的领域仍然有机会。因此,强烈鼓励未来通过中枢或外周清除方法或联合使用来提高大脑和/或外周淀粉样蛋白-β清除率的策略。这些策略将在分子水平上对疾病的发病机制提供新的见解,并探索抑制淀粉样蛋白-β沉积的新靶点,淀粉样蛋白沉积是散发性AD(薄壁组织中的淀粉样蛋白β)和CAA(血管中的淀粉状蛋白β)发病机制的核心。
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引用次数: 0
Presenilin 2 N141I Mutation Induces Hyperimmunity by Immune Cell-specific Suppression of REV-ERBα without Altering Central Circadian Rhythm. 早老素2 N141I突变通过免疫细胞特异性抑制REV-ERBα而不改变中枢昼夜节律诱导高免疫。
IF 2.4 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-08-31 DOI: 10.5607/en23012
Hyeri Nam, Boil Kim, Younghwan Lee, Han Kyoung Choe, Seong-Woon Yu

Circadian rhythm is a 24-hour cycle of behavioral and physiological changes. Disrupted sleep-wake patterns and circadian dysfunction are common in patients of Alzheimer Disease (AD) and are closely related with neuroinflammation. However, it is not well known how circadian rhythm of immune cells is altered during the progress of AD. Previously, we found presenilin 2 (Psen2) N141I mutation, one of familial AD (FAD) risk genes, induces hyperimmunity through the epigenetic repression of REV-ERBα expression in microglia and bone marrow-derived macrophage (BMDM) cells. Here, we investigated whether repression of REV-ERBα is associated with dysfunction of immune cell-endogenous or central circadian rhythm by analyses of clock genes expression and cytokine secretion, bioluminescence recording of rhythmic PER2::LUC expression, and monitoring of animal behavioral rhythm. Psen2 N141I mutation down-regulated REV-ERBα and induced selective over-production of IL-6 (a well-known clock-dependent cytokine) following the treatment of toll-like receptor (TLR) ligands in microglia, astrocytes, and BMDM. Psen2 N141I mutation also lowered amplitude of intrinsic daily oscillation in these immune cells representatives of brain and periphery. Of interest, however, the period of daily rhythm remained intact in immune cells. Furthermore, analyses of the central clock and animal behavioral rhythms revealed that central clock remained normal without down-regulation of REV-ERBα. These results suggest that Psen2 N141I mutation induces hyperimmunity mainly through the suppression of REV-ERBα in immune cells, which have lowered amplitude but normal period of rhythmic oscillation. Furthermore, our data reveal that central circadian clock is not affected by Psen2 N141I mutation.

昼夜节律是行为和生理变化的24小时周期。睡眠-觉醒模式紊乱和昼夜节律功能障碍在阿尔茨海默病(AD)患者中很常见,并与神经炎症密切相关。然而,目前尚不清楚免疫细胞的昼夜节律在AD进展过程中是如何改变的。此前,我们发现早老素2(Psen2)N141I突变是家族性AD(FAD)风险基因之一,通过表观遗传学抑制小胶质细胞和骨髓源性巨噬细胞(BMDM)细胞中REV-ERBα的表达来诱导超免疫。在这里,我们通过分析时钟基因表达和细胞因子分泌、生物发光记录节律性PER2::LUC表达和监测动物行为节律,研究了REV-ERBα的抑制是否与免疫细胞内源性或中枢昼夜节律的功能障碍有关。Psen2 N141I突变下调REV-ERBα,并在小胶质细胞、星形胶质细胞和BMDM中治疗toll样受体(TLR)配体后诱导IL-6(一种众所周知的时钟依赖性细胞因子)的选择性过度产生。Psen2 N141I突变也降低了这些代表大脑和外周的免疫细胞中固有的每日振荡幅度。然而,令人感兴趣的是,免疫细胞中的日常节律期保持不变。此外,对中枢时钟和动物行为节律的分析表明,中枢时钟保持正常,REV-ERBα没有下调。这些结果表明,Psen2 N141I突变主要通过抑制免疫细胞中的REV-ERBα来诱导超免疫,该免疫细胞具有较低的振幅但节律振荡周期正常。此外,我们的数据表明,中枢昼夜节律时钟不受Psen2 N141I突变的影响。
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引用次数: 0
Gallic Acid Ameliorates Cognitive Impairment Caused by Sleep Deprivation through Antioxidant Effect. 没食子酸通过抗氧化作用改善睡眠剥夺引起的认知障碍。
IF 2.4 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-08-31 DOI: 10.5607/en23015
Xiaogang Pang, Yifan Xu, Shuoxin Xie, Tianshu Zhang, Lin Cong, Yuchen Qi, Lubing Liu, Qingjun Li, Mei Mo, Guimei Wang, Xiuwei Du, Hui Shen, Yuanyuan Li

Sleep deprivation (SD) has a profound impact on the central nervous system, resulting in an array of mood disorders, including depression and anxiety. Despite this, the dynamic alterations in neuronal activity during sleep deprivation have not been extensively investigated. While some researchers propose that sleep deprivation diminishes neuronal activity, thereby leading to depression. Others argue that short-term sleep deprivation enhances neuronal activity and dendritic spine density, potentially yielding antidepressant effects. In this study, a two-photon microscope was utilized to examine the calcium transients of anterior cingulate cortex (ACC) neurons in awake SD mice in vivo at 24-hour intervals. It was observed that SD reduced the frequency and amplitude of Ca2+ transients while increasing the proportions of inactive neurons. Following the cessation of sleep deprivation, neuronal calcium transients demonstrated a gradual recovery. Moreover, whole-cell patch-clamp recordings revealed a significant decrease in the frequency of spontaneous excitatory post-synaptic current (sEPSC) after SD. The investigation also assessed several oxidative stress parameters, finding that sleep deprivation substantially elevated the level of malondialdehyde (MDA), while simultaneously decreasing the expression of Nuclear Factor erythroid 2-Related Factor 2 (Nrf2) and activities of Superoxide dismutase (SOD) in the ACC. Importantly, the administration of gallic acid (GA) notably mitigated the decline of calcium transients in ACC neurons. GA was also shown to alleviate oxidative stress in the brain and improve cognitive impairment caused by sleep deprivation. These findings indicate that the calcium transients of ACC neurons experience a continuous decline during sleep deprivation, a process that is reversible. GA may serve as a potential candidate agent for the prevention and treatment of cognitive impairment induced by sleep deprivation.

睡眠剥夺(SD)对中枢神经系统有着深远的影响,导致一系列情绪障碍,包括抑郁和焦虑。尽管如此,睡眠剥夺期间神经元活动的动态变化尚未得到广泛研究。而一些研究人员提出,睡眠不足会减少神经元活动,从而导致抑郁症。其他人认为,短期睡眠不足会增强神经元活动和树突棘密度,可能产生抗抑郁作用。在本研究中,使用双光子显微镜在体内每隔24小时检测清醒SD小鼠前扣带皮层(ACC)神经元的钙瞬变。观察到SD降低了Ca2+瞬变的频率和幅度,同时增加了不活动神经元的比例。睡眠剥夺停止后,神经元钙瞬变表现为逐渐恢复。此外,全细胞膜片钳记录显示,SD后自发兴奋性突触后电流(sEPSC)的频率显著降低。该研究还评估了几个氧化应激参数,发现睡眠剥夺显著升高了丙二醛(MDA)水平,同时降低ACC中核因子-红系2相关因子2(Nrf2)的表达和超氧化物歧化酶(SOD)的活性。重要的是,没食子酸(GA)的给药显著减轻了ACC神经元中钙瞬变的下降。GA还被证明可以减轻大脑中的氧化应激,改善睡眠不足引起的认知障碍。这些发现表明,ACC神经元的钙瞬变在睡眠剥夺过程中持续下降,这一过程是可逆的。GA可能是预防和治疗睡眠剥夺引起的认知障碍的潜在候选药物。
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引用次数: 0
Monitoring α-synuclein Aggregation Induced by Preformed α-synuclein Fibrils in an In Vitro Model System. 体外模型系统中预成型α-突触核蛋白原纤维诱导α-突触核蛋白聚集的监测。
IF 2.4 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-06-30 DOI: 10.5607/en23007
Beom Jin Kim, Hye Rin Noh, Hyongjun Jeon, Sang Myun Park

Parkinson's disease (PD) is characterized by the presence of α-synuclein (α-syn) inclusions in the brain and the degeneration of dopamine-producing neurons. There is evidence to suggest that the progression of PD may be due to the prion-like spread of α-syn aggregates, so understanding and limiting α-syn propagation is a key area of research for developing PD treatments. Several cellular and animal model systems have been established to monitor α-syn aggregation and propagation. In this study, we developed an in vitro model using A53T α-syn-EGFP overexpressing SH-SY5Y cells and validated its usefulness for high-throughput screening of potential therapeutic targets. Treatment with preformed recombinant α-syn fibrils induced the formation of aggregation puncta of A53T α-syn-EGFP in these cells, which were analyzed using four indices: number of dots per cell, size of dots, intensity of dots, and percentage of cells containing aggregation puncta. Four indices are reliable indicators of the effectiveness of interventions against α-syn propagation in a one-day treatment model to minimize the screening time. This simple and efficient in vitro model system can be used for high-throughput screening to discover new targets for inhibiting α-syn propagation.

帕金森病(PD)的特点是大脑中存在α-突触核蛋白(α-syn)包涵体和产生多巴胺的神经元变性。有证据表明PD的进展可能是由于α-syn聚集体的朊病毒样扩散,因此了解和限制α-syn的传播是开发PD治疗的关键研究领域。已经建立了几个细胞和动物模型系统来监测α-syn的聚集和繁殖。在本研究中,我们利用过表达SH-SY5Y细胞的A53T α-syn-EGFP建立了体外模型,并验证了其在高通量筛选潜在治疗靶点方面的有效性。用预形成的重组α-syn原纤维处理后,A53T α-syn- egfp在这些细胞中形成了聚集点,用每个细胞的点数、点的大小、点的强度和含有聚集点的细胞百分比4个指标对其进行了分析。在筛选时间最短的1天治疗模型中,4个指标是干预措施抑制α-syn传播有效性的可靠指标。该体外模型系统简单高效,可用于高通量筛选,发现抑制α-syn传播的新靶点。
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引用次数: 0
Intracellular Loop in the Brain Isoforms of Anoctamin 2 Channels Regulates Calcium-dependent Activation. 脑内异辛胺2通道异构体的细胞内环调节钙依赖性激活。
IF 2.4 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-06-30 DOI: 10.5607/en22045
Dongsu Lee, Hocheol Lim, Jungryun Lee, Go Eun Ha, Kyoung Tai No, Eunji Cheong

Anoctamin 2 (ANO2 or TMEM16B), a calcium-activated chloride channel (CaCC), performs diverse roles in neurons throughout the central nervous system. In hippocampal neurons, ANO2 narrows action potential width and reduces postsynaptic depolarization with high sensitivity to Ca2+ at relatively fast kinetics. In other brain regions, including the thalamus, ANO2 mediates activity-dependent spike frequency adaptations with low sensitivity to Ca2+ at relatively slow kinetics. How this same channel can respond to a wide range of Ca2+ levels remains unclear. We hypothesized that splice variants of ANO2 may contribute to its distinct Ca2+ sensitivity, and thus its diverse neuronal functions. We identified two ANO2 isoforms expressed in mouse brains and examined their electrophysiological properties: isoform 1 (encoded by splice variants with exons 1a, 2, 4, and 14) was expressed in the hippocampus, while isoform 2 (encoded by splice variants with exons 1a, 2, and 4) was broadly expressed throughout the brain, including in the cortex and thalamus, and had a slower calcium-dependent activation current than isoform 1. Computational modeling revealed that the secondary structure of the first intracellular loop of isoform 1 forms an entrance cavity to the calcium-binding site from the cytosol that is relatively larger than that in isoform 2. This difference provides structural evidence that isoform 2 is involved in accommodating spike frequency, while isoform 1 is involved in shaping the duration of an action potential and decreasing postsynaptic depolarization. Our study highlights the roles and molecular mechanisms of specific ANO2 splice variants in modulating neuronal functions.

Anoctamin 2 (ANO2或TMEM16B)是一种钙激活的氯离子通道(CaCC),在整个中枢神经系统的神经元中发挥着多种作用。在海马神经元中,ANO2缩小动作电位宽度,减少突触后去极化,对Ca2+具有较高的敏感性,动力学相对较快。在包括丘脑在内的其他大脑区域,ANO2介导活动依赖的尖峰频率适应,对Ca2+的敏感性较低,动力学相对较慢。这个相同的通道如何对大范围的Ca2+水平作出反应尚不清楚。我们假设ANO2的剪接变体可能有助于其独特的Ca2+敏感性,从而其不同的神经元功能。我们鉴定了在小鼠大脑中表达的两种ANO2异构体,并检查了它们的电生理特性:异构体1(由外显子1a、2、4和14的剪接变体编码)在海马中表达,而异构体2(由外显子1a、2和4的剪接变体编码)在整个大脑中广泛表达,包括在皮层和丘脑中,并且具有比异构体1更慢的钙依赖性激活电流。计算模型显示,同型异构体1的第一个胞内环的二级结构形成了一个相对于同型异构体2的更大的从细胞质到钙结合位点的入口腔。这种差异提供了结构上的证据,表明同种异构体2参与调节尖峰频率,而同种异构体1参与塑造动作电位的持续时间和减少突触后去极化。我们的研究强调了特定的ANO2剪接变体在调节神经元功能中的作用和分子机制。
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引用次数: 0
A Glimpse into the Genome-wide DNA Methylation Changes in 6-hydroxydopamine-induced In Vitro Model of Parkinson's Disease. 6-羟多巴胺诱导帕金森病体外模型全基因组DNA甲基化变化的研究
IF 2.4 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-06-30 DOI: 10.5607/en22035
Kasthuri Bai Magalingam, Sushela Devi Somanath, Ammu Kutty Radhakrishnan

A cell-based model of Parkinson's disease (PD) is a well-established in vitro experimental prototype to investigate the disease mechanism and therapeutic approach for a potential anti-PD drug. The SH-SY5Y human neuroblastoma cells and 6-OHDA combo is one of the many neurotoxininduced neuronal cell models employed in numerous neuroscience-related research for discovering neuroprotective drug compounds. Emerging studies have reported a significant correlation between PD and epigenetic alterations, particularly DNA methylation. However, the DNA methylation changes of PD-related CpG sites on the 6-OHDA-induced toxicity on human neuronal cells have not yet been reported. We performed a genome-wide association study (GWAS) using Infinium Epic beadchip array surveying 850000 CpG sites in differentiated human neuroblastoma cells exposed to 6-OHDA. We identified 236 differentially methylated probes (DMPs) or 163 differentially methylated regions (DMRs) in 6-OHDA treated differentiated neuroblastoma cells than the untreated reference group with p<0.01, Δbeta cut-off of 0.1. Among 236 DMPs, hypermethylated DMPs are 110 (47%), whereas 126 (53%) are hypomethylated. Our bioinformatic analysis revealed 3 DMRs that are significantly hypermethylated and associated with neurological disorders, namely AKT1, ITPR1 and GNG7. This preliminary study demonstrates the methylation status of PD-related CpGs in the 6-OHDA-induced toxicity in the differentiated neuroblastoma cells model.

基于细胞的帕金森病(PD)模型是一种完善的体外实验原型,用于研究疾病机制和潜在的抗PD药物的治疗方法。SH-SY5Y人神经母细胞瘤细胞和6-OHDA组合是众多神经科学相关研究中用于发现神经保护药物化合物的神经毒素诱导的神经细胞模型之一。新兴研究报道了PD与表观遗传改变之间的显著相关性,特别是DNA甲基化。然而,pd相关CpG位点的DNA甲基化变化对6-羟多巴胺诱导的人类神经细胞毒性的影响尚未见报道。我们使用Infinium Epic芯片阵列进行了一项全基因组关联研究(GWAS),测量了暴露于6-OHDA的分化人类神经母细胞瘤细胞中的850000个CpG位点。我们在6-OHDA处理的分化神经母细胞瘤细胞中发现了236个差异甲基化探针(dmp)或163个差异甲基化区域(DMRs)
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引用次数: 0
Modeling Long-term Spike Frequency Adaptation in SA-I Afferent Neurons Using an Izhikevich-based Biological Neuron Model. 基于izhikevich的生物神经元模型模拟SA-I传入神经元的长期峰值频率适应。
IF 2.4 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-06-30 DOI: 10.5607/en23005
Jaehun Kim, Young In Choi, Jeong-Woo Sohn, Sung-Phil Kim, Sung Jun Jung

To develop a biomimetic artificial tactile sensing system capable of detecting sustained mechanical touch, we propose a novel biological neuron model (BNM) for slowly adapting type I (SA-I) afferent neurons. The proposed BNM is designed by modifying the Izhikevich model to incorporate long-term spike frequency adaptation. Adjusting the parameters renders the Izhikevich model describing various neuronal firing patterns. We also search for optimal parameter values for the proposed BNM to describe firing patterns of biological SA-I afferent neurons in response to sustained pressure longer than 1-second. We obtain the firing data of SA-I afferent neurons for six different mechanical pressure ranging from 0.1 mN to 300 mN from the ex-vivo experiment on SA-I afferent neurons in rodents. Upon finding the optimal parameters, we generate spike trains using the proposed BNM and compare the resulting spike trains to those of biological SA-I afferent neurons using the spike distance metrics. We verify that the proposed BNM can generate spike trains showing long-term adaptation, which is not achievable by other conventional models. Our new model may offer an essential function to artificial tactile sensing technology to perceive sustained mechanical touch.

为了开发一种能够检测持续机械触觉的仿生人工触觉传感系统,我们提出了一种新的生物神经元模型(BNM),用于慢适应I型(SA-I)传入神经元。提出的BNM是通过修改Izhikevich模型来引入长期尖峰频率自适应来设计的。调整参数使Izhikevich模型描述各种神经元放电模式。我们还为所提出的BNM寻找最佳参数值,以描述生物SA-I传入神经元在持续压力超过1秒时的放电模式。通过对啮齿动物SA-I传入神经元的离体实验,获得了SA-I传入神经元在0.1 mN ~ 300 mN 6种不同机械压力下的放电数据。在找到最佳参数后,我们使用所提出的BNM生成尖峰序列,并使用尖峰距离度量将产生的尖峰序列与生物SA-I传入神经元的尖峰序列进行比较。我们验证了所提出的BNM可以产生具有长期适应性的尖峰列车,这是其他传统模型无法实现的。我们的新模型可能为人工触觉传感技术提供必要的功能,以感知持续的机械触摸。
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引用次数: 0
An Automated Cell Detection Method for TH-positive Dopaminergic Neurons in a Mouse Model of Parkinson's Disease Using Convolutional Neural Networks. 基于卷积神经网络的帕金森病小鼠模型th阳性多巴胺能神经元自动细胞检测方法
IF 2.4 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-06-30 DOI: 10.5607/en23001
Doyun Kim, Myeong Seong Bak, Haney Park, In Seon Baek, Geehoon Chung, Jae Hyun Park, Sora Ahn, Seon-Young Park, Hyunsu Bae, Hi-Joon Park, Sun Kwang Kim

Quantification of tyrosine hydroxylase (TH)-positive neurons is essential for the preclinical study of Parkinson's disease (PD). However, manual analysis of immunohistochemical (IHC) images is labor-intensive and has less reproducibility due to the lack of objectivity. Therefore, several automated methods of IHC image analysis have been proposed, although they have limitations of low accuracy and difficulties in practical use. Here, we developed a convolutional neural network-based machine learning algorithm for TH+ cell counting. The developed analytical tool showed higher accuracy than the conventional methods and could be used under diverse experimental conditions of image staining intensity, brightness, and contrast. Our automated cell detection algorithm is available for free and has an intelligible graphical user interface for cell counting to assist practical applications. Overall, we expect that the proposed TH+ cell counting tool will promote preclinical PD research by saving time and enabling objective analysis of IHC images.

酪氨酸羟化酶(TH)阳性神经元的定量对帕金森病(PD)的临床前研究至关重要。然而,人工分析免疫组化(IHC)图像是劳动密集型的,并且由于缺乏客观性而具有较低的可重复性。因此,人们提出了几种自动化的IHC图像分析方法,尽管它们存在精度低和实际应用困难的局限性。在这里,我们开发了一种基于卷积神经网络的TH+细胞计数机器学习算法。所开发的分析工具比传统方法具有更高的准确度,可以在不同的图像染色强度、亮度和对比度的实验条件下使用。我们的自动细胞检测算法是免费的,并有一个可理解的图形用户界面,用于细胞计数,以协助实际应用。总的来说,我们期望提出的TH+细胞计数工具将通过节省时间和实现IHC图像的客观分析来促进临床前PD研究。
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引用次数: 0
Machine Learning-assisted Quantitative Mapping of Intracortical Axonal Plasticity Following a Focal Cortical Stroke in Rodents. 机器学习辅助的啮齿动物局灶性脑卒中后皮层内轴突可塑性定量映射。
IF 2.4 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-06-30 DOI: 10.5607/en23016
Hyung Soon Kim, Hyo Gyeong Seo, Jong Ho Jhee, Chang Hyun Park, Hyang Woon Lee, Bumhee Park, Byung Gon Kim

Stroke destroys neurons and their connections leading to focal neurological deficits. Although limited, many patients exhibit a certain degree of spontaneous functional recovery. Structural remodeling of the intracortical axonal connections is implicated in the reorganization of cortical motor representation maps, which is considered to be an underlying mechanism of the improvement in motor function. Therefore, an accurate assessment of intracortical axonal plasticity would be necessary to develop strategies to facilitate functional recovery following a stroke. The present study developed a machine learning-assisted image analysis tool based on multi-voxel pattern analysis in fMRI imaging. Intracortical axons originating from the rostral forelimb area (RFA) were anterogradely traced using biotinylated dextran amine (BDA) following a photothrombotic stroke in the mouse motor cortex. BDA-traced axons were visualized in tangentially sectioned cortical tissues, digitally marked, and converted to pixelated axon density maps. Application of the machine learning algorithm enabled sensitive comparison of the quantitative differences and the precise spatial mapping of the post-stroke axonal reorganization even in the regions with dense axonal projections. Using this method, we observed a substantial extent of the axonal sprouting from the RFA to the premotor cortex and the peri-infarct region caudal to the RFA. Therefore, the machine learningassisted quantitative axonal mapping developed in this study can be utilized to discover intracortical axonal plasticity that may mediate functional restoration following stroke.

中风破坏神经元及其连接,导致局灶性神经功能缺损。虽然有限,但许多患者表现出一定程度的自发功能恢复。皮层内轴突连接的结构重塑与皮层运动表征图的重组有关,这被认为是运动功能改善的潜在机制。因此,准确评估皮质内轴突可塑性对于制定促进中风后功能恢复的策略是必要的。本研究开发了一种基于功能磁共振成像中多体素模式分析的机器学习辅助图像分析工具。使用生物素化右旋糖酐胺(BDA)在小鼠运动皮质光血栓性中风后顺行追踪源自吻侧前肢区(RFA)的皮质内轴突。bda追踪的轴突在切线切片的皮质组织中可视化,进行数字标记,并转换为像素化轴突密度图。应用机器学习算法,即使在具有密集轴突投影的区域,也可以对中风后轴突重组的数量差异进行敏感的比较和精确的空间映射。使用这种方法,我们观察到从RFA到运动前皮层和RFA尾侧梗死周围区域的大量轴突萌芽。因此,本研究中开发的机器学习辅助定量轴突映射可以用来发现可能介导中风后功能恢复的皮质内轴突可塑性。
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引用次数: 1
A Critical Involvement of Glutamatergic Neurons in the Anterior Insular Cortex for Subdiaphragmatic Vagotomy-induced Analgesia. 脑岛前部皮层谷氨酸能神经元参与膈下迷走神经切断术诱导的镇痛。
IF 2.4 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-04-30 DOI: 10.5607/en23002
Yea Jin Kim, Grace J Lee, Sang Wook Shim, Doyun Kim, Seog Bae Oh

Subdiaphragmatic vagotomy (SDV) is known to produce analgesic effect in various pain conditions including not only visceral pain but also somatic pain. We aimed to determine brain mechanisms by which SDV induces analgesic effect in somatic pain condition by using formalin-induced acute inflammatory pain model. We identified brain regions that mediate SDV-induced analgesic effect on acute inflammatory pain by analyzing c-Fos expression in the whole brain. We found that c-Fos expression was specifically increased in the anterior insular cortex (aIC) among subregions of the insular cortex in acute inflammatory pain, which was reversed by SDV. These results were not mimicked in female mice, indicating sexual-dimorphism in SDV-induced analgesia. SDV decreased c-Fos expressions more preferentially in glutamatergic neurons rather than GABAergic neurons in the aIC, and pharmacological activation of glutamatergic neurons with NMDA in the aIC inhibited SDV-induced analgesic effect. Furthermore, chemogenetic activation of glutamatergic neurons in the aIC reversed SDV-induced analgesia. Taken together, our results suggest that the decrease in the neuronal activity of glutamatergic neurons in the aIC mediates SDV-induced analgesic effect, potentially serving as an important therapeutic target to treat inflammatory pain.

膈下迷走神经切开术(SDV)不仅对内脏痛,而且对躯体痛都有镇痛作用。我们旨在通过福尔马林诱导的急性炎性疼痛模型,确定SDV在躯体疼痛状态下诱导镇痛作用的脑机制。通过分析全脑c-Fos表达,我们确定了介导sdv诱导的急性炎性疼痛镇痛作用的脑区域。我们发现,急性炎症性疼痛时,在岛皮质亚区中,c-Fos在前岛皮质(aIC)特异性表达增加,而SDV可逆转这一现象。这些结果在雌性小鼠中没有被模仿,表明在sdv诱导的镇痛中存在性别二态性。在aIC中,SDV更倾向于降低谷氨酸能神经元中c-Fos的表达,而不是降低gaba能神经元的表达,在aIC中,NMDA对谷氨酸能神经元的药理激活抑制了SDV诱导的镇痛作用。此外,aIC中谷氨酸能神经元的化学发生激活逆转了sdv诱导的镇痛。综上所述,我们的研究结果表明,aIC中谷氨酸能神经元活性的降低介导了sdv诱导的镇痛作用,可能作为治疗炎症性疼痛的重要治疗靶点。
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Experimental Neurobiology
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