Alzheimer’s Disease

阿尔茨海默病
  • 文章类型: Journal Article
    儿茶素,在各种水果和茶叶中发现的一类植物化学物质,因其多样化的健康促进特性而受到关注,包括它们对抗神经退行性疾病的潜力。在这些儿茶素中,(-)-表没食子儿茶素-3-没食子酸酯(EGCG),绿茶中最丰富的多酚,由于其有效的抗氧化和抗炎作用,已成为有前途的治疗剂。慢性神经炎症和氧化应激是阿尔茨海默病(AD)和帕金森病(PD)等神经退行性疾病的关键病理机制。EGCG具有清除自由基的神经保护作用,减少氧化应激和减弱神经炎症过程。本文综述了EGCG抗氧化应激和慢性神经炎症的分子机制,强调它对自身免疫反应的影响,神经免疫系统相互作用,并重点关注对AD和PD的相关影响。通过阐明EGCG的作用机制及其对神经退行性过程的影响,这篇综述强调了EGCG作为AD治疗干预的潜力,PD,可能还有其他神经退行性疾病。总的来说,EGCG是一种有前途的天然化合物,用于对抗慢性神经炎症和氧化应激。为神经退行性疾病的治疗提供了新的神经保护策略。
    Catechins, a class of phytochemicals found in various fruits and tea leaves, have garnered attention for their diverse health-promoting properties, including their potential in combating neurodegenerative diseases. Among these catechins, (-)-epigallocatechin-3-gallate (EGCG), the most abundant polyphenol in green tea, has emerged as a promising therapeutic agent due to its potent antioxidant and anti-inflammatory effects. Chronic neuroinflammation and oxidative stress are key pathological mechanisms in neurodegenerative diseases such as Alzheimer\'s disease (AD) and Parkinson\'s disease (PD). EGCG has neuroprotective efficacy due to scavenging free radicals, reducing oxidative stress and attenuating neuroinflammatory processes. This review discusses the molecular mechanisms of EGCG\'s anti-oxidative stress and chronic neuroinflammation, emphasizing its effects on autoimmune responses, neuroimmune system interactions, and focusing on the related effects on AD and PD. By elucidating EGCG\'s mechanisms of action and its impact on neurodegenerative processes, this review underscores the potential of EGCG as a therapeutic intervention for AD, PD, and possibly other neurodegenerative diseases. Overall, EGCG emerges as a promising natural compound for combating chronic neuroinflammation and oxidative stress, offering novel avenues for neuroprotective strategies in the treatment of neurodegenerative disorders.
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  • 文章类型: Journal Article
    博弈论启发的深度学习使用生成对抗网络提供了一个竞争互动和实现目标的环境。在医学成像的背景下,大多数工作都集中在实现单一任务,如提高图像分辨率,分割图像,并校正运动伪影。我们开发了一个双目标对抗学习框架,该框架同时1)重建更高质量的脑磁共振图像(MRI),2)保留对预测轻度认知障碍(MCI)进展为阿尔茨海默病(AD)至关重要的疾病特异性成像特征。我们得到了3特斯拉,阿尔茨海默病神经影像学计划参与者的T1加权脑MRI(ADNI,N=342)和国家阿尔茨海默氏症协调中心(NACC,N=190)个数据集。我们通过从原始扫描中删除50%的矢状切片来模拟具有缺失数据的MRI(即,切块扫描)。使用切块扫描作为输入来训练生成器以重建脑MRI。我们在GAN架构中引入了一个分类器来区分稳定的(即,sMCI)和渐进式MCI(即,pMCI)基于生成的图像,以便在重建过程中对疾病相关信息进行编码。使用ADNI数据对框架进行了训练,并在NACC数据上进行了外部验证。在NACC队列中,生成的图像比切块扫描具有更好的图像质量(结构相似性(SSIM)指数:0.553±0.116vs.0.348±0.108).此外,利用生成图像的分类器比使用切块扫描更准确地区分pMCI和sMCI(F1分数:0.634±0.019对0.573±0.028).有竞争力的深度学习有可能促进那些有患阿尔茨海默病风险的人的面向疾病的图像重建。
    Game theory-inspired deep learning using a generative adversarial network provides an environment to competitively interact and accomplish a goal. In the context of medical imaging, most work has focused on achieving single tasks such as improving image resolution, segmenting images, and correcting motion artifacts. We developed a dual-objective adversarial learning framework that simultaneously 1) reconstructs higher quality brain magnetic resonance images (MRIs) that 2) retain disease-specific imaging features critical for predicting progression from mild cognitive impairment (MCI) to Alzheimer\'s disease (AD). We obtained 3-Tesla, T1-weighted brain MRIs of participants from the Alzheimer\'s Disease Neuroimaging Initiative (ADNI, N=342) and the National Alzheimer\'s Coordinating Center (NACC, N = 190) datasets. We simulated MRIs with missing data by removing 50% of sagittal slices from the original scans (i.e., diced scans). The generator was trained to reconstruct brain MRIs using the diced scans as input. We introduced a classifier into the GAN architecture to discriminate between stable (i.e., sMCI) and progressive MCI (i.e., pMCI) based on the generated images to facilitate encoding of disease-related information during reconstruction. The framework was trained using ADNI data and externally validated on NACC data. In the NACC cohort, generated images had better image quality than the diced scans (Structural similarity (SSIM) index: 0.553 ± 0.116 versus 0.348 ± 0.108). Furthermore, a classifier utilizing the generated images distinguished pMCI from sMCI more accurately than with the diced scans (F1-score: 0.634 ± 0.019 versus 0.573 ± 0.028). Competitive deep learning has potential to facilitate disease-oriented image reconstruction in those at risk of developing Alzheimer\'s disease.
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  • 文章类型: Journal Article
    人类流行病学研究表明,大量饮酒可能导致阿尔茨海默病(AD)的早期发作,特别是在具有AD遗传易感性的个体中。酒精相关性脑损伤(ARBD)在一个关键的发展时间点,比如青春期,与AD相关病理相互作用,在以后的生活中加速疾病进展。当前的研究调查了成年中期的自愿运动是否可以恢复由青春期乙醇暴露与AD转基因之间的相互作用引起的记忆缺陷。
    雄性和雌性TgF344-AD和野生型F344大鼠在整个青春期暴露于胃内管饲的水(对照)或5g/kg的20%乙醇(青春期间歇性乙醇;AIE)2天的开/关时间表(PD27-57)。在6个月大的时候,大鼠要么留在笼子里(静止),要么放在自愿的车轮运行设备中4周,然后进行几次行为测试。评估了基底前脑中胆碱能神经元的数量以及海马中神经发生的测量。
    在暴露于AIE的雌性TgF344-AD大鼠中,自愿轮跑步选择性地恢复了空间工作记忆缺陷,并改善了在对照TgF344-AD雌性大鼠中观察到的模式分离障碍。对大脑病理学有性别依赖性影响:运动可改善暴露于AIE的TgF344-AD雌性大鼠中最近出生的神经元的整合。运动导致海马和内嗅皮层的淀粉样蛋白负荷减少,但只在雄性AIE暴露的TgF344-AD大鼠中。尽管基底前脑胆碱能神经元的数量不受任何性别的AD转基因的影响,AIE确实减少了雌性大鼠基底前脑胆碱能神经元的数量。
    这些数据提供了支持,即使在症状发作后,AIE和AD相关的认知下降和相关的神经病理学可以通过运动以独特的性别特异性方式来挽救。
    UNASSIGNED: Human epidemiological studies suggest that heavy alcohol consumption may lead to earlier onset of Alzheimer\'s Disease (AD), especially in individuals with a genetic predisposition for AD. Alcohol-related brain damage (ARBD) during a critical developmental timepoint, such as adolescence, interacts with AD-related pathologies to accelerate disease progression later in life. The current study investigates if voluntary exercise in mid-adulthood can recover memory deficits caused by the interactions between adolescence ethanol exposure and AD-transgenes.
    UNASSIGNED: Male and female TgF344-AD and wildtype F344 rats were exposed to an intragastric gavage of water (control) or 5 g/kg of 20% ethanol (adolescent intermittent ethanol; AIE) for a 2 day on/off schedule throughout adolescence (PD27-57). At 6 months old, rats either remained in their home cage (stationary) or were placed in a voluntary wheel running apparatus for 4 weeks and then underwent several behavioral tests. The number of cholinergic neurons in the basal forebrain and measure of neurogenesis in the hippocampus were assessed.
    UNASSIGNED: Voluntary wheel running recovers spatial working memory deficits selectively in female TgF344-AD rats exposed to AIE and improves pattern separation impairment seen in control TgF344-AD female rats. There were sex-dependent effects on brain pathology: Exercise improves the integration of recently born neurons in AIE-exposed TgF344-AD female rats. Exercise led to a decrease in amyloid burden in the hippocampus and entorhinal cortex, but only in male AIE-exposed TgF344-AD rats. Although the number of basal forebrain cholinergic neurons was not affected by AD-transgenes in either sex, AIE did reduce the number of basal forebrain cholinergic neurons in female rats.
    UNASSIGNED: These data provide support that even after symptom onset, AIE and AD related cognitive decline and associated neuropathologies can be rescued with exercise in unique sex-specific ways.
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  • 文章类型: Journal Article
    近年来,脑成像基因组学在揭示阿尔茨海默病(AD)的潜在病理机制和提供早期诊断方面取得了显著进展。在本文中,我们提出了一个诊断AD的框架,该框架集成了磁共振成像(fMRI)基因预处理,特征选择,和支持向量机(SVM)模型。特别是,一种新颖的沙猫群优化(SCSO)算法,名为SS-SCSO,它集成了麻雀搜索算法中的螺旋搜索策略和警报机制,提出了优化支持向量机参数的方法。采用CEC2017基准函数对SS-SCSO算法的优化效能进行评估,与其他元启发式算法(MA)的结果进行比较。所提出的SS-SCSO-SVM框架已被有效地用于使用来自阿尔茨海默病神经影像学计划的成像遗传数据集对阿尔茨海默病的认知障碍的不同阶段进行分类。它在四个典型案例中表现出了出色的分类准确性,包括AD,早期轻度认知障碍,晚期轻度认知障碍,健康的控制。此外,实验结果表明,SS-SCSO-SVM算法与其他完善的MA和机器学习技术相比,具有更强的诊断AD的探索能力。
    In recent years, brain imaging genomics has advanced significantly in revealing underlying pathological mechanisms of Alzheimer\'s disease (AD) and providing early diagnosis. In this paper, we present a framework for diagnosing AD that integrates magnetic resonance imaging (fMRI) genetic preprocessing, feature selection, and a support vector machine (SVM) model. In particular, a novel sand cat swarm optimization (SCSO) algorithm, named SS-SCSO, which integrates the spiral search strategy and alert mechanism from the sparrow search algorithm, is proposed to optimize the SVM parameters. The optimization efficacy of the SS-SCSO algorithm is evaluated using CEC2017 benchmark functions, with results compared with other metaheuristic algorithms (MAs). The proposed SS-SCSO-SVM framework has been effectively employed to classify different stages of cognitive impairment in Alzheimer\'s Disease using imaging genetic datasets from the Alzheimer\'s Disease Neuroimaging Initiative. It has demonstrated excellent classification accuracies for four typical cases, including AD, early mild cognitive impairment, late mild cognitive impairment, and healthy control. Furthermore, experiment results indicate that the SS-SCSO-SVM algorithm has a stronger exploration capability for diagnosing AD compared to other well-established MAs and machine learning techniques.
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  • 文章类型: Journal Article
    CD2相关蛋白(CD2AP)是阿尔茨海默病的候选易感基因,但它在哺乳动物中枢神经系统中的作用还不清楚。我们发现CD2AP蛋白在成年小鼠脑中广泛表达,包括皮质和海马神经元,在突触前的末端检测到。Cd2ap的缺失改变了树突状分支和脊柱密度,泛素-蛋白酶体系统活性受损。此外,在携带一个或两个种系Cd2ap无效等位基因拷贝的小鼠中,我们注意到海马Schaffer侧支突触的成对脉冲促进增加,与突触前释放的单倍体不足要求一致。而大脑中的条件性Cd2ap敲除显示在3.5或12个月大的小鼠中没有明显的行为缺陷,Cd2ap杂合小鼠在使用触摸屏任务的辨别学习中表现出细微的损伤。基于无偏见的蛋白质组学,Cd2ap的部分或完全丢失触发了蛋白质的扰动,在蛋白质折叠中起作用,脂质代谢,proteostasis,和突触功能。总的来说,我们的结果揭示了保守的,CD2AP在维持神经元结构和功能方面的剂量敏感性要求,包括突触稳态和可塑性,并告知我们对阿尔茨海默病可能的细胞类型特异性机制的理解。
    CD2-Associated protein (CD2AP) is a candidate susceptibility gene for Alzheimer\'s disease, but its role in the mammalian central nervous system remains largely unknown. We show that CD2AP protein is broadly expressed in the adult mouse brain, including within cortical and hippocampal neurons, where it is detected at pre-synaptic terminals. Deletion of Cd2ap altered dendritic branching and spine density, and impaired ubiquitin-proteasome system activity. Moreover, in mice harboring either one or two copies of a germline Cd2ap null allele, we noted increased paired-pulse facilitation at hippocampal Schaffer-collateral synapses, consistent with a haploinsufficient requirement for pre-synaptic release. Whereas conditional Cd2ap knockout in the brain revealed no gross behavioral deficits in either 3.5- or 12-month-old mice, Cd2ap heterozygous mice demonstrated subtle impairments in discrimination learning using a touchscreen task. Based on unbiased proteomics, partial or complete loss of Cd2ap triggered perturbation of proteins with roles in protein folding, lipid metabolism, proteostasis, and synaptic function. Overall, our results reveal conserved, dose-sensitive requirements for CD2AP in the maintenance of neuronal structure and function, including synaptic homeostasis and plasticity, and inform our understanding of possible cell-type specific mechanisms in Alzheimer\'s Disease.
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  • 文章类型: Journal Article
    背景:前脑中β-淀粉样肽(Aβ)的积累导致阿尔茨海默病的认知功能障碍和神经变性。研究表明,具有一致的认知活跃生活方式的个体不太容易受到Aβ毒性的影响。最近的研究表明,海马内Aβ可以影响儿茶酚胺能释放和空间记忆。有趣的是,已发现暴露于新奇刺激刺激海马中儿茶酚胺的释放。然而,反复增强儿茶酚胺活性是否能有效缓解阿尔茨海默病患者的认知障碍仍不确定。
    目的:我们的主要目的是调查反复暴露于新颖性是否可以使认知弹性对Aβ。这种保护可以通过调节海马体内的儿茶酚胺能活性来实现。
    方法:为了研究这一假设,我们对小鼠进行三种不同的条件-标准住房(SH),重复新奇(11月),或一个月的日常社交互动(Soc)。然后,我们在海马内输注盐溶液(SS)或Aβ(Aβ1-42)寡聚物,并在莫里斯水迷宫(MWM)中测量空间记忆恢复。在独立的小鼠组中评估使用体内微透析的体视学分析和细胞外基线多巴胺水平。
    结果:接受Aβ1-42海马内输注并保持在SH或Soc条件下的小鼠表现出受损的空间记忆恢复。相比之下,接受11月方案的动物表现出显著的韧性,即使在海马内输注Aβ1-42后,也显示出强的空间记忆表达。立体分析表明,与Nov组相比,Aβ1-42输注减少了SH或Soc小鼠的酪氨酸羟化酶轴突长度。因此,Nov组海马细胞外多巴胺水平显著升高。
    结论:这些令人信服的结果证明了重复的新奇暴露可能会增强多巴胺能系统并减轻Aβ1-42的毒性作用。他们还强调了治疗和预防AD的新的和有前途的治疗途径。尤其是在早期阶段。
    BACKGROUND: The accumulation of beta-amyloid peptide (Aβ) in the forebrain leads to cognitive dysfunction and neurodegeneration in Alzheimer\'s disease. Studies have shown that individuals with a consistently cognitively active lifestyle are less vulnerable to Aβ toxicity. Recent research has demonstrated that intrahippocampal Aβ can impact catecholaminergic release and spatial memory. Interestingly, exposure to novelty stimuli has been found to stimulate the release of catecholamines in the hippocampus. However, it remains uncertain whether repeated enhancing catecholamine activity can effectively alleviate cognitive impairment in individuals with Alzheimer\'s disease.
    OBJECTIVE: Our primary aim was to investigate whether repeated exposure to novelty could enable cognitive resilience against Aβ. This protection could be achieved by modulating catecholaminergic activity within the hippocampus.
    METHODS: To investigate this hypothesis, we subjected mice to three different conditions-standard housing (SH), repeated novelty (Nov), or daily social interaction (Soc) for one month. We then infused saline solution (SS) or Aβ (Aβ1-42) oligomers intrahippocampally and measured spatial memory retrieval in a Morris Water Maze (MWM). Stereological analysis and extracellular baseline dopamine levels using in vivo microdialysis were assessed in independent groups of mice.
    RESULTS: The mice that received Aβ1-42 intrahippocampal infusions and remained in SH or Soc conditions showed impaired spatial memory retrieval. In contrast, animals subjected to the Nov protocol demonstrated remarkable resilience, showing strong spatial memory expression even after Aβ1-42 intrahippocampal infusion. The stereological analysis indicated that the Aβ1-42 infusion reduced the tyrosine hydroxylase axonal length in SH or Soc mice compared to the Nov group. Accordingly, the hippocampal extracellular dopamine levels increased significantly in the Nov groups.
    CONCLUSIONS: These compelling results demonstrate the potential for repeated novelty exposure to strengthen the dopaminergic system and mitigate the toxic effects of Aβ1-42. They also highlight new and promising therapeutic avenues for treating and preventing AD, especially in its early stages.
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  • 文章类型: Journal Article
    临床前和临床研究表明,受损的血脑屏障(BBB)功能有助于阿尔茨海默病(AD)病理。BBB破坏范围从轻度破坏紧密连接(TJ)增加的BBB通透性到慢性完整性丧失。影响跨BBB的运输,减少脑灌注,并引发炎症反应。我们最近开发了一种高通量筛选(HTS)测定法,以鉴定增强基于细胞的BBB模型功能的命中化合物。HTS屏幕标识(S,E)-2-乙酰基-6-[3-(4'-氟联苯-4-基)丙烯酰基]-3,7,9-三羟基-8,9b-二甲基二苯并-[b,d]呋喃-1(9bH)-one(4-FPBUA),一种天然存在的松果酸的半合成类似物,保护体外模型免受Aβ毒性。松酸是地衣衍生的次生代谢产物,具有独特的二苯并呋喃骨架,通常在松内属的地衣真菌中发现。在这项研究中,我们旨在评估4-FPBUA在体外对基于细胞的BBB模型功能的影响及其在两种AD小鼠模型中纠正BBB功能和减少脑Aβ的体内能力,即,5xFAD和TgSwDI。我们的研究结果表明,4-FPBUA增强了基于细胞的BBB功能,Aβ跨单层转运增加,并通过增强自噬作为mTOR抑制剂在体内逆转BBB分解。诱导的自噬与Aβ积累和相关病理的显着减少以及记忆功能的改善有关。这些结果强调了4-FPBUA作为进一步临床前探索的候选者的潜力,以更好地了解其作用机制并优化给药策略。持续的研究还可能阐明4-FPBUA有助于改善AD中BBB功能障碍的其他途径。总的来说,我们的研究结果支持4-FPBUA作为抗AD治疗剂的发展.
    Preclinical and clinical studies have indicated that compromised blood-brain barrier (BBB) function contributes to Alzheimer\'s disease (AD) pathology. BBB breakdown ranged from mild disruption of tight junctions (TJs) with increased BBB permeability to chronic integrity loss, affecting transport across the BBB, reducing brain perfusion, and triggering inflammatory responses. We recently developed a high-throughput screening (HTS) assay to identify hit compounds that enhance the function of a cell-based BBB model. The HTS screen identified (S,E)-2-acetyl-6-[3-(4\'-fluorobiphenyl-4-yl)acryloyl]-3,7,9-trihydroxy-8,9b-dimethyldibenzo-[b,d]furan-1(9bH)-one (4-FPBUA), a semisynthetic analogue of naturally occurring usnic acid, which protected the in vitro model against Aβ toxicity. Usnic acid is a lichen-derived secondary metabolite with a unique dibenzofuran skeleton that is commonly found in lichenized fungi of the genera Usnea. In this study, we aimed to evaluate the effect of 4-FPBUA in vitro on the cell-based BBB model function and its in vivo ability to rectify BBB function and reduce brain Aβ in two AD mouse models, namely, 5xFAD and TgSwDI. Our findings demonstrated that 4-FPBUA enhanced cell-based BBB function, increased Aβ transport across the monolayer, and reversed BBB breakdown in vivo by enhancing autophagy as an mTOR inhibitor. Induced autophagy was associated with a significant reduction in Aβ accumulation and related pathologies and improved memory function. These results underscore the potential of 4-FPBUA as a candidate for further preclinical exploration to better understand its mechanisms of action and to optimize dosing strategies. Continued research may also elucidate additional pathways through which 4-FPBUA contributed to the amelioration of BBB dysfunction in AD. Collectively, our findings supported the development of 4-FPBUA as a therapeutic agent against AD.
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  • 文章类型: Journal Article
    阿尔茨海默病(Alzheimer’sdisease,AD)是中枢神经系统最常见的神经退行性疾病,以记忆和认知功能障碍为特征。针刺是缓解AD症状的有效手段。近年来的研究表明,小胶质细胞在AD的发生、发展中起着重要作用。针刺可以调节小胶质细胞的活性,抑制神经炎症,调节吞噬作用,明确Aβ斑块等病理产物可以保护神经细胞,改善AD患者的认知功能。本文综述了小胶质细胞与AD的关系,以及针刺调节小胶质细胞治疗AD的机制研究进展。主要从抑制神经炎症活性和调节吞噬功能两个方面综述了针刺调节小胶质细胞治疗AD的机制。
    Alzheimer\'s disease (AD) is the most common neurodegenerative disease in the central nervous system, characterized by memory and cognitive dysfunction. Acupuncture is an effective means to alleviate the symptoms of AD. Recent studies have shown that microglia play an important role in the occurrence and development of AD. Acupuncture can regulate the activity of microglia, inhibit neuroinflammation, regulate phagocytosis, and clear Aβ Pathological products such as plaque can protect nerve cells and improve cognitive function in AD patients. This article summarizes the relationship between microglia and AD, as well as the research progress in the mechanism of acupuncture regulating microglia in the treatment of AD. The mechanism of acupuncture regulating microglia in the treatment of AD is mainly reviewed from two aspects: inhibiting neuroinflammatory activity and regulating phagocytic function.
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  • 文章类型: Journal Article
    摄食节奏之间的关系,阿尔茨海默病(AD)的睡眠和认知尚未完全了解,但是进餐时间可以提供一种易于实施的方法来减少与疾病相关的睡眠和认知障碍。此外,已知AD发病率的性别差异可能与昼夜节律/睡眠/认知相互作用的性别差异有关。
    研究了AD的5xFAD转基因小鼠模型和非转基因野生型对照。使用雌性和雄性小鼠。每天将食物的获取限制在12小时的光照阶段(光照组)或12小时的黑暗阶段(黑暗喂养组)。收集睡眠(脑电图/肌电图)记录和认知行为测量。
    5xFAD基因型减少了NREM和REM以及睡眠纺锤体的数量。在野生型小鼠中,轻食组扰乱了警戒状态的数量,特点,和相对于黑暗喂养组的节奏。这些喂食时间差异在5xFAD小鼠中减少。性调节这些效果。5xFAD小鼠显示较差的空间记忆,在雌性老鼠身上,被黑暗阶段喂养所削减。同样,雌性5xFAD小鼠的焦虑相关行为减少。这些情绪和认知测量与REM量相关。
    我们的研究表明,进食时间可以改变唤醒的许多方面,NREM和REM。出乎意料的是,5xFAD小鼠对这些喂食时间效应较不敏感。5xFAD小鼠表现出与REM相关的认知缺陷,这表明睡眠的昼夜节律可能与进食时间和认知有关。在野生型和5xFAD小鼠中,性别在调节喂养时间对睡眠和认知的影响中起着重要作用,女性比男性对进食时间表现出更大的认知反应。
    UNASSIGNED: The relationships between the feeding rhythm, sleep and cognition in Alzheimer\'s disease (AD) are incompletely understood, but meal time could provide an easy-to-implement method of curtailing disease-associated disruptions in sleep and cognition. Furthermore, known sex differences in AD incidence could relate to sex differences in circadian rhythm/sleep/cognition interactions.
    UNASSIGNED: The 5xFAD transgenic mouse model of AD and non-transgenic wild-type controls were studied. Both female and male mice were used. Food access was restricted each day to either the 12-h light phase (light-fed groups) or the 12-h dark phase (dark-fed groups). Sleep (electroencephalographic/electromyographic) recording and cognitive behavior measures were collected.
    UNASSIGNED: The 5xFAD genotype reduces NREM and REM as well as the number of sleep spindles. In wild-type mice, light-fed groups had disrupted vigilance state amounts, characteristics, and rhythms relative to dark-fed groups. These feeding time differences were reduced in 5xFAD mice. Sex modulates these effects. 5xFAD mice display poorer spatial memory that, in female mice, is curtailed by dark phase feeding. Similarly, female 5xFAD mice have decreased anxiety-associated behavior. These emotional and cognitive measures are correlated with REM amount.
    UNASSIGNED: Our study demonstrates that the timing of feeding can alter many aspects of wake, NREM and REM. Unexpectedly, 5xFAD mice are less sensitive to these feeding time effects. 5xFAD mice demonstrate deficits in cognition which are correlated with REM, suggesting that this circadian-timed aspect of sleep may link feeding time and cognition. Sex plays an important role in regulating the impact of feeding time on sleep and cognition in both wild-type and 5xFAD mice, with females showing a greater cognitive response to feeding time than males.
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  • 文章类型: Journal Article
    一些研究表明,EB病毒(EBV)感染通过感染B淋巴细胞增加了患阿尔茨海默病(AD)的可能性。当前研究的目的是评估EBV感染与AD之间的可能关联。
    通过使用GEO平台的GEO2R工具,利用微阵列数据集GSE49628、GSE126379、GSE122063和GSE132903来提取DEG。STRING工具用于确定DEG之间的相互作用,和Cytoscape用于可视化结果。发现的DEG进行了功能分析,包括通路和GO,使用DAVID2021和ClueGo/CluePedia。通过使用MNC,MCC,学位,和cytoHubba的放射性,我们确定了七个常见的关键基因。通过GeneMANIA网络工具进行基因共表达分析。此外,通过GTEx软件对关键基因进行表达分析,已经在人脑的各个区域被发现。通过miRNetv2.0工具进行miRNA-基因相互作用。Enrichr平台上的DsigDB用于提取与关键基因相关的治疗药物。
    在具有|log2FC|≥0.5和p值<0.05的数据集的GEO2R分析中,鉴定了8386、10,434、7408和759个基因。通过组合不同数据集的提取基因,总共鉴定了141个常见的DEG。在PPI分析期间共发现141个节点和207条边。具有实质性改变的DEGGO分析揭示了它们与分子功能和生物过程有关,比如神经元死亡的正向调节,线粒体的自噬调节,细胞对胰岛素刺激的反应,钙信号调节,细胞器沿着微管运输,蛋白激酶活性,和磷酸丝氨酸结合。京都基因百科全书和基因组分析发现了神经变性途径中DEGs之间的相关性:多种疾病,细胞周期,和cGMP-PKG信号通路。最后,是啊,YWHAG,YWHAB,YWHAZ,MAP2K1,PPP2CA,和TUBB基因被鉴定为与EBV和AD密切相关。三个miRNA,即,hsa-mir-15a-5p,hsa-let-7a-5p,还有hsa-mir-7-5p,被鉴定为调节大多数与EBV和AD相关的hub基因。进一步预测了前10名重要治疗药物。
    我们发现了AD的新生物标志物和治疗靶点,以及EBV感染可能首次参与AD易感性的可能生物学机制。
    UNASSIGNED: Several studies have revealed that Epstein-Barr virus (EBV) infection raised the likelihood of developing Alzheimer\'s disease (AD) via infecting B lymphocytes. The purpose of the current investigation was to assess the possible association between EBV infection and AD.
    UNASSIGNED: The microarray datasets GSE49628, GSE126379, GSE122063, and GSE132903 were utilized to extract DEGs by using the GEO2R tool of the GEO platform. The STRING tool was used to determine the interaction between the DEGs, and Cytoscape was used to visualize the results. The DEGs that were found underwent function analysis, including pathway and GO, using the DAVID 2021 and ClueGo/CluePedia. By using MNC, MCC, Degree, and Radiality of cytoHubba, we identified seven common key genes. Gene co-expression analysis was performed through the GeneMANIA web tool. Furthermore, expression analysis of key genes was performed through GTEx software, which have been identified in various human brain regions. The miRNA-gene interaction was performed through the miRNet v 2.0 tool. DsigDB on the Enrichr platform was utilized to extract therapeutic drugs connected to key genes.
    UNASSIGNED: In GEO2R analysis of datasets with |log2FC|≥ 0.5 and p-value <0.05, 8386, 10,434, 7408, and 759 genes were identified. A total of 141 common DEGs were identified by combining the extracted genes of different datasets. A total of 141 nodes and 207 edges were found during the PPI analysis. The DEG GO analysis with substantial alterations disclosed that they are associated to molecular functions and biological processes, such as positive regulation of neuron death, autophagy regulation of mitochondrion, response of cell to insulin stimulus, calcium signaling regulation, organelle transport along microtubules, protein kinase activity, and phosphoserine binding. Kyoto Encyclopedia of Genes and Genomes analysis discovered the correlation between the DEGs in pathways of neurodegeneration: multiple disease, cell cycle, and cGMP-PKG signaling pathway. Finally, YWHAH, YWHAG, YWHAB, YWHAZ, MAP2K1, PPP2CA, and TUBB genes were identified that are strongly linked to EBV and AD. Three miRNAs, i.e., hsa-mir-15a-5p, hsa-let-7a-5p, and hsa-mir-7-5p, were identified to regulate most of hub genes that are associated with EBV and AD. Further top 10 significant therapeutic drugs were predicted.
    UNASSIGNED: We have discovered new biomarkers and therapeutic targets for AD, as well as the possible biological mechanisms whereby infection with EBV may be involved in AD susceptibility for the first time.
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