amyloid beta

淀粉样 β
  • 文章类型: Journal Article
    背景:批准的用于早期阿尔茨海默病(AD)的淀粉样蛋白抗体带有关于淀粉样蛋白相关成像异常(ARIA)的风险的黑框警告,该异常在载脂蛋白E(APOE)ε4/ε4纯合子中最高。ALZ-801/瓦利曲米,正在对患有早期AD的APOEε4/ε4纯合子中的口服脑渗透淀粉样β寡聚体抑制剂进行评估。
    方法:这是第三阶段随机,双盲,安慰剂对照,ALZ-801的78周研究,每天两次服用265毫克片剂,纳入50至80岁的纯合子,其简易精神状态检查(MMSE)≥22,临床痴呆评分-整体评分0.5或1.0。该研究有能力在150名受试者/臂的阿尔茨海默病评估量表13项认知亚量表主要结果上检测2.0至2.5的药物-安慰剂差异。关键的次要结果是临床痴呆评级-盒子和日常生活的仪器活动的总和;体积磁共振成像和流体生物标志物是额外的结果。
    结果:APOLLOE43期试验招募了325名受试者,平均年龄69岁,51%女性,MMSE25.6,和65%轻度认知障碍。顶线结果预计在2024年。
    结论:APOLLOE4是第一个针对APOEε4/ε4纯合子的疾病修饰AD试验。口服ALZ-801有可能成为高危APOEε4/ε4人群的第一个有效和安全的抗淀粉样蛋白治疗方法。
    APOLLOE4阶段3,安慰剂对照,为期78周的研究旨在评估ALZ-801265mg每天两次在具有载脂蛋白E(APOE)ε4/ε4基因型的早期阿尔茨海默病(AD)受试者中的疗效和安全性。登记的早期AD人群(N=325)有51%的女性,平均年龄=69岁,平均迷你精神状态检查=25.6,大多数是轻度认知障碍受试者,与lecanemab3期AD试验(ClarityAD)相似的疾病阶段。主要结果是认知阿尔茨海默病评估量表13项认知子量表,以两种功能测量为关键次要结果(临床痴呆评级-方框和,阿姆斯特丹-日常生活的器乐活动),海马体积和液体生物标志物作为额外的结果。该研究的独特之处在于,在基线磁共振成像时允许大量微出血或铁质沉着,表明伴随脑淀粉样血管病(CAA)的病变。在基线,32%的登记人群至少有1次微出血,24%的患者有1至4,8%的患者有>4的微出血;10%的患者有至少1个铁质沉着病变;男性多于女性的微出血(63%vs.37%)和铁质沉着症(68%vs.32%)。研究结果将于2024年下半年公布,如果是积极的,ALZ-801可能成为在APOEε4/ε4AD受试者中表现出有利益处/风险特征的第一种口服药物。
    BACKGROUND: The approved amyloid antibodies for early Alzheimer\'s disease (AD) carry a boxed warning about the risk of amyloid-related imaging abnormalities (ARIAs) that are highest in apolipoprotein E (APOE) ε4/ε4 homozygotes. ALZ-801/valiltramiprosate, an oral brain-penetrant amyloid beta oligomer inhibitor is being evaluated in APOE ε4/ε4 homozygotes with early AD.
    METHODS: This Phase 3 randomized, double-blind, placebo-controlled, 78-week study of ALZ-801 administered as 265 mg twice per day tablets, enrolled 50- to 80-year-old homozygotes with Mini-Mental State Examination (MMSE) ≥ 22 and Clinical Dementia Rating-Global Score 0.5 or 1.0. The study is powered to detect a 2.0 to 2.5 drug-placebo difference on the Alzheimer\'s Disease Assessment Scale 13-item Cognitive subscale primary outcome with 150 subjects/arm. The key secondary outcomes are Clinical Dementia Rating-Sum of Boxes and Instrumental Activities of Daily Living; volumetric magnetic resonance imaging and fluid biomarkers are additional outcomes.
    RESULTS: The APOLLOE4 Phase 3 trial enrolled 325 subjects with a mean age of 69 years, 51% female, MMSE 25.6, and 65% mild cognitive impairment. Topline results are expected in 2024.
    CONCLUSIONS: APOLLOE4 is the first disease-modification AD trial focused on APOE ε4/ε4 homozygotes. Oral ALZ-801 has the potential to be the first effective and safe anti-amyloid treatment for the high-risk APOE ε4/ε4 population.
    UNASSIGNED: The APOLLOE4 Phase 3, placebo-controlled, 78-week study is designed to evaluate the efficacy and safety of ALZ-801 265 mg twice per day in early Alzheimer\'s disease (AD) subjects with the apolipoprotein E (APOE) ε4/ε4 genotype.The enrolled early AD population (N = 325) has 51% females, a mean age = 69 years, and a mean Mini-Mental State Examination = 25.6, with the majority being mild cognitive impairment subjects, a similar disease stage to the lecanemab Phase 3 AD trial (Clarity AD).The primary outcome is the cognitive Alzheimer\'s Disease Assessment Scale 13-item Cognitive subscale, with two functional measures as key secondary outcomes (Clinical Dementia Rating-Sum of Boxes, Amsterdam-Instrumental Activities of Daily Living), and with hippocampal volume and fluid biomarkers as additional outcomes.The study is unique in allowing a large number of microhemorrhages or siderosis at baseline magnetic resonance imaging, lesions that indicate concomitant cerebral amyloid angiopathy (CAA).At baseline, 32% of the enrolled population had at least 1 microhemorrhage, 24% had 1 to 4, and 8% had > 4 microhemorrhages; 10% had at least 1 siderosis lesion; with more males than females having microhemorrhages (63% vs. 37%) and siderosis (68% vs. 32%).Study results will become available in the second half of 2024 and, if positive, ALZ-801 may become the first oral drug to demonstrate a favorable benefit/risk profile in APOE ε4/ε4 AD subjects.
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  • 文章类型: Journal Article
    阿尔茨海默病(AD)的特征是淀粉样β(Aβ)的沉积和慢性神经炎症,NLRP3炎性体发挥了重要作用。这项研究表明,OCD药物马来酸氟伏沙明(FXN)可以通过促进自噬介导的Aβ清除和抑制NLRP3炎性体来有效改善5XFAD小鼠的AD病理。
    我们使用小鼠原代星形胶质细胞,通过使用各种技术如ELISA来建立FXN对NLRP3炎性体的作用机制,西方印迹,共聚焦显微镜,免疫荧光,等。在治疗两个月后,在转基因5XFAD小鼠中验证FXN的抗AD活性。接下来是行为分析,炎症和自噬蛋白的检查以及海马Aβ负荷的免疫组织化学分析。
    我们的数据显示FXN,在78nM的低浓度下,诱导自噬抑制NF-κB和NLRP3炎性体,除了直接抑制原代星形胶质细胞中的NLRP3炎性体。FXN通过CAMKK2信号激活PRKAA2通路,导致自噬诱导。它通过促进NF-κB的自噬降解来抑制ATP介导的NLRP3炎性体活化,导致pro-IL-1β和NLRP3的下调。当自噬被PRKAA2途径的遗传敲低或巴弗洛霉素A1的药理学抑制抑制时,FXN的抗NLRP3炎性体作用被逆转。此外,FXN治疗导致5XFAD小鼠的AD病理改善,导致各种行为参数的显着改善,如工作记忆和神经肌肉协调,使它们的行为更类似于野生型动物。FXN通过清除海马Aβ沉积物并显着减少多种炎症蛋白,改善了5XFAD小鼠的行为。包括NF-κB,GFAP,IBA1,IL-1β,TNF-α,和IL-6,它们与大脑中的NF-κB和NLRP3炎性体有关。此外,这些变化伴随着自噬蛋白表达的增加。
    我们的数据表明FXN改善了AD病理,通过同时靶向两个关键的病理特征:Aβ沉积和神经炎症。作为一种已经批准的药物,FXN具有作为针对AD的人类研究的候选者的潜力。
    UNASSIGNED: Alzheimer pathology (AD) is characterized by the deposition of amyloid beta (Aβ) and chronic neuroinflammation, with the NLRP3 inflammasome playing a significant role. This study demonstrated that the OCD drug fluvoxamine maleate (FXN) can potently ameliorate AD pathology in 5XFAD mice by promoting autophagy-mediated clearance of Aβ and inhibiting the NLRP3 inflammasome.
    UNASSIGNED: We used mice primary astrocytes to establish the mechanism of action of FXN against NLRP3 inflammasome by using various techniques like ELISA, Western blotting, confocal microscopy, Immunofluorescence, etc. The anti-AD activity of FXN was validated in transgenic 5XFAD mice following two months of treatment. This was followed by behavior analysis, examination of inflammatory and autophagy proteins and immunohistochemistry analysis for Aβ load in the hippocampi.
    UNASSIGNED: Our data showed that FXN, at a low concentration of 78 nM, induces autophagy to inhibit NF-κB and the NLRP3 inflammasome, apart from directly inhibiting NLRP3 inflammasome in primary astrocytes. FXN activated the PRKAA2 pathway through CAMKK2 signaling, leading to autophagy induction. It inhibited the ATP-mediated NLRP3 inflammasome activation by promoting the autophagic degradation of NF-κB, resulting in the downregulation of pro-IL-1β and NLRP3. The anti-NLRP3 inflammasome effect of FXN was reversed when autophagy was inhibited by either genetic knockdown of the PRKAA2 pathway or pharmacological inhibition with bafilomycin A1. Furthermore, FXN treatment led to improved AD pathology in 5XFAD mice, resulting in significant improvements in various behavioral parameters such as working memory and neuromuscular coordination, making their behavior more similar to that of wild-type animals. FXN improved behavior in 5XFAD mice by clearing the Aβ deposits from the hippocampi and significantly reducing multiple inflammatory proteins, including NF-κB, GFAP, IBA1, IL-1β, TNF-α, and IL-6, which are associated with NF-κB and NLRP3 inflammasome in the brain. Moreover, these changes were accompanied by increased expression of autophagic proteins.
    UNASSIGNED: Our data suggest that FXN ameliorates AD pathology, by simultaneously targeting two key pathological features: Aβ deposits and neuroinflammation. As an already approved drug, FXN holds potential as a candidate for human studies against AD.
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  • 文章类型: Journal Article
    淀粉样β(Aβ)肽在阿尔茨海默病(AD)病理中具有重要作用。肽长度可以在37和49个氨基酸之间变化。Aβ1-42被认为是与疾病相关的长度。然而,Aβ1-40也存在于Aβ斑块中,并且已显示与Aβ1-42形成交织的原纤维。这些肽以前也显示形成不同的原纤维构象,建议与疾病表型有关。进行更有代表性的体外实验,揭示不同原纤维构象对神经元的影响至关重要。因此,我们以100:0、90:10、75:25、50:50、25:75、10:90和0:100的浓度将不同的Aβ1-40:42比例原纤维化24小时(早期原纤维)或7天(老化原纤维)。然后根据原纤维宽度对其进行表征,LCO染色和抗体染色。我们进一步用不同的原纤维攻击分化的神经元样SH-SY5Y人细胞,并测量Aβ含量,在三个不同的时间点:3、24和72h的细胞毒性和自噬功能。我们的结果表明,Aβ1-40:42比例和原纤维成熟都会影响原纤维的构象。我们进一步显示了这些构象变化对常用Aβ抗体亲和力的影响,主要影响富含Aβ1-40的聚集体。此外,我们证明了神经元分化的人类细胞对聚集体的吸收,其中具有较高Aβ1-42比率的聚集体通常引起较高的Aβ细胞水平。Aβ丰度的这些差异不会引起细胞毒性或自噬激活的变化。我们的结果表明,考虑Aβ原纤维的构象差异的重要性,因为这可能对Aβ抗体检测产生根本性影响。总的来说,这些见解强调了需要进一步探索构象不同原纤维的影响,以及需要可靠地产生与疾病相关的Aβ聚集体.
    The amyloid β (Aβ) peptide has a central role in Alzheimer\'s disease (AD) pathology. The peptide length can vary between 37 and 49 amino acids, with Aβ1-42 being considered the most disease-related length. However, Aβ1-40 is also found in Aβ plaques and has shown to form intertwined fibrils with Aβ1-42. The peptides have previously also shown to form different fibril conformations, proposed to be related to disease phenotype. To conduct more representative in vitro experiments, it is vital to uncover the impact of different fibril conformations on neurons. Hence, we fibrillized different Aβ1-40:42 ratios in concentrations of 100:0, 90:10, 75:25, 50:50, 25:75, 10:90 and 0:100 for either 24 h (early fibrils) or 7 days (aged fibrils). These were then characterized based on fibril width, LCO-staining and antibody-staining. We further challenged differentiated neuronal-like SH-SY5Y human cells with the different fibrils and measured Aβ content, cytotoxicity and autophagy function at three different time-points: 3, 24, and 72 h. Our results revealed that both Aβ1-40:42 ratio and fibril maturation affect conformation of fibrils. We further show the impact of these conformation changes on the affinity to commonly used Aβ antibodies, primarily affecting Aβ1-40 rich aggregates. In addition, we demonstrate uptake of the aggregates by neuronally differentiated human cells, where aggregates with higher Aβ1-42 ratios generally caused higher cellular levels of Aβ. These differences in Aβ abundance did not cause changes in cytotoxicity nor in autophagy activation. Our results show the importance to consider conformational differences of Aβ fibrils, as this can have fundamental impact on Aβ antibody detection. Overall, these insights underline the need for further exploration of the impact of conformationally different fibrils and the need to reliably produce disease relevant Aβ aggregates.
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  • 文章类型: Journal Article
    背景:假设苯丁酸钠和牛磺酸二醇(PB和TURSO)可以减轻内质网应激和线粒体功能障碍,与阿尔茨海默病(AD)病理生理学有关的许多机制中的两个。
    方法:首次适应症阶段2aPEGASUS试验旨在深入了解PB和TURSO对AD参与机制目标和疾病生物学的影响。主要临床疗效结果是一项综合统计检验,结合了与疾病轨迹相关的三个终点(认知[轻度/中度阿尔茨海默病综合评分],功能[功能活动问卷],和磁共振成像上的海马总体积)。次要临床结果包括各种认知,功能,和神经精神病学评估。在基线和第24周样本(探索性结果)的参与者中评估了跨越AD多种病理生理途径的脑脊液(CSF)生物标志物。
    结果:PEGASUS招募了95名参与者(意向治疗[ITT]队列);认知评估表明PB和TURSO(n=51)组的基线认知障碍明显高于安慰剂(n=44)组。在ITT队列中,治疗组之间的临床疗效结果没有显着差异。在安慰剂组(n=34)中,CSF白介素-15从基线增加至第24周。在PB和TURSO组(n=33)中,在核心AD生物标志物磷酸化tau-181(p-tau181)和总tau中观察到减少;突触和神经元变性生物标志物神经颗粒蛋白和脂肪酸结合蛋白3(FABP3);和神经胶质增生生物标志物几丁质酶3样蛋白1(YKL-40),而氧化应激标志物8-羟基-2-脱氧鸟苷(8-OHdG)增加。观察到Aβ42/40比率的组间差异,p-tau181,总tau,神经颗粒素,FABP3、YKL-40、白介素-15和8-OHdG。额外的神经变性,炎症,代谢生物标志物显示组间无差异。
    结论:虽然未观察到临床结果的组间差异,最有可能是由于样本量小,治疗持续时间相对较短,探索性生物标志物分析表明,PB和TURSO参与AD的多种病理生理通路.
    蛋白质停滞和线粒体应激在阿尔茨海默病(AD)中起关键作用。苯丁酸钠和牛磺酸二醇(PB和TURSO)靶向这些机制。PEGASUS试验旨在评估PB和TURSO对生物AD靶标的影响。PB和TURSO减少AD和神经变性的探索性生物标志物。支持PB和TURSO在神经退行性疾病中的进一步临床开发。
    BACKGROUND: Sodium phenylbutyrate and taurursodiol (PB and TURSO) is hypothesized to mitigate endoplasmic reticulum stress and mitochondrial dysfunction, two of many mechanisms implicated in Alzheimer\'s disease (AD) pathophysiology.
    METHODS: The first-in-indication phase 2a PEGASUS trial was designed to gain insight into PB and TURSO effects on mechanistic targets of engagement and disease biology in AD. The primary clinical efficacy outcome was a global statistical test combining three endpoints relevant to disease trajectory (cognition [Mild/Moderate Alzheimer\'s Disease Composite Score], function [Functional Activities Questionnaire], and total hippocampal volume on magnetic resonance imaging). Secondary clinical outcomes included various cognitive, functional, and neuropsychiatric assessments. Cerebrospinal fluid (CSF) biomarkers spanning multiple pathophysiological pathways in AD were evaluated in participants with both baseline and Week 24 samples (exploratory outcome).
    RESULTS: PEGASUS enrolled 95 participants (intent-to-treat [ITT] cohort); cognitive assessments indicated significantly greater baseline cognitive impairment in the PB and TURSO (n = 51) versus placebo (n = 44) group. Clinical efficacy outcomes did not significantly differ between treatment groups in the ITT cohort. CSF interleukin-15 increased from baseline to Week 24 within the placebo group (n = 34). In the PB and TURSO group (n = 33), reductions were observed in core AD biomarkers phosphorylated tau-181 (p-tau181) and total tau; synaptic and neuronal degeneration biomarkers neurogranin and fatty acid binding protein-3 (FABP3); and gliosis biomarker chitinase 3-like protein 1 (YKL-40), while the oxidative stress marker 8-hydroxy-2-deoxyguanosine (8-OHdG) increased. Between-group differences were observed for the Aβ42/40 ratio, p-tau181, total tau, neurogranin, FABP3, YKL-40, interleukin-15, and 8-OHdG. Additional neurodegeneration, inflammation, and metabolic biomarkers showed no differences between groups.
    CONCLUSIONS: While between-group differences in clinical outcomes were not observed, most likely due to the small sample size and relatively short treatment duration, exploratory biomarker analyses suggested that PB and TURSO engages multiple pathophysiologic pathways in AD.
    UNASSIGNED: Proteostasis and mitochondrial stress play key roles in Alzheimer\'s disease (AD).Sodium phenylbutyrate and taurursodiol (PB and TURSO) targets these mechanisms.The PEGASUS trial was designed to assess PB and TURSO effects on biologic AD targets.PB and TURSO reduced exploratory biomarkers of AD and neurodegeneration.Supports further clinical development of PB and TURSO in neurodegenerative diseases.
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  • 文章类型: Journal Article
    近几十年来,阿尔茨海默病(AD)患者的数量迅速增加。AD是一种复杂的进行性神经退行性疾病,在欧洲和美国影响着大约14万患者。这种疾病的标志是由淀粉样蛋白-β(Aβ)肽组成的神经性斑块和由过度磷酸化的tau蛋白(pTau)形成的神经原纤维缠结。迄今为止,四种CSF生物标志物:淀粉样β42(Aβ42),Aβ42/40比值,Tau蛋白,在苏氨酸181处磷酸化的Tau(pTau181)已被验证为核心神经化学AD生物标志物。影像学生物标志物对AD诊断有价值,尽管它们的成本和可访问性受到限制,而CSF生物标志物需要腰椎穿刺。因此,迫切需要替代方案,侵入性较低且更具成本效益的生物标志物,能够在临床背景下诊断和监测AD进展,以及加快开发新的治疗策略。这篇综述评估了血浆候选生物标志物在AD诊断中的潜在临床意义。我们得出的结论是,这些蛋白质可能在鉴定AD的病理特征方面具有很大的前景。然而,未来的实施过程,并在更多不同的患者人群中使用预定义的截止值对测定的准确性进行验证,对于在日常实践中建立它们的效用至关重要。
    The number of patients with Alzheimer\'s Disease (AD) has increased rapidly in recent decades. AD is a complex progressive neurodegenerative disease affecting c.14 million patients in Europe and the United States. The hallmarks of this disease are neurotic plaques composed of the amyloid-β (Aβ) peptide and neurofibrillary tangles formed of hyperphosphorylated tau protein (pTau). To date, four CSF biomarkers: amyloid beta 42 (Aβ42), Aβ42/40 ratio, Tau protein, and Tau phosphorylated at threonine 181 (pTau181) have been validated as core neurochemical AD biomarkers. Imaging biomarkers are valuable for AD diagnosis, although they suffer from limitations in their cost and accessibility, while CSF biomarkers require lumbar puncture. Thus, there is an urgent need for alternative, less invasive and more cost-effective biomarkers capable of diagnosing and monitoring AD progression in a clinical context, as well as expediting the development of new therapeutic strategies. This review assesses the potential clinical significance of plasma candidate biomarkers in AD diagnosis. We conclude that these proteins might hold great promise in identifying the pathological features of AD. However, the future implementation process, and validation of the assays\' accuracy using predefined cut-offs across more diverse patient populations, are crucial in establishing their utility in daily practice.
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  • 文章类型: Journal Article
    随着人口的增长和年龄的增长,神经变性正在成为世界范围内死亡的主要原因之一。人们越来越希望了解朊病毒蛋白以及构成神经退行性疾病(ND)的朊病毒样蛋白背后的机制,包括阿尔茨海默病(AD)和帕金森病(PD)。淀粉样蛋白-β(Aβ)和高磷酸化tau(p-tau)蛋白的行为方式与朊病毒蛋白的感染形式相似,PrPSc,例如聚合,播种,并在尚未完全理解的机制下复制,因此被指定为病毒样。这篇综述旨在强调朊病毒样蛋白和朊病毒蛋白在与聚集和疾病发展相关的结构变异中的共同机制。这些机制主要集中在蛋白质稳态的失调,自我复制,和蛋白质聚集,这些知识可能有助于对给定的ND进行诊断和治疗。
    Neurodegeneration is becoming one of the leading causes of death worldwide as the population expands and grows older. There is a growing desire to understand the mechanisms behind prion proteins as well as the prion-like proteins that make up neurodegenerative diseases (NDs), including Alzheimer\'s disease (AD) and Parkinson\'s disease (PD). Both amyloid-β (Aβ) and hyperphosphorylated tau (p-tau) proteins behave in ways similar to those of the infectious form of the prion protein, PrPSc, such as aggregating, seeding, and replicating under not yet fully understood mechanisms, thus the designation of prion-like. This review aims to highlight the shared mechanisms between prion-like proteins and prion proteins in the structural variations associated with aggregation and disease development. These mechanisms largely focus on the dysregulation of protein homeostasis, self-replication, and protein aggregation, and this knowledge could contribute to diagnoses and treatments for the given NDs.
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  • 文章类型: Journal Article
    天然化合物石杉碱A(HupA)对与年龄相关的学习和记忆缺陷的有益作用促进了该化合物作为促智剂。阿尔茨海默病(AD)的病理生理特征是淀粉样β(Aβ)的积累。毒性Aβ寡聚体在脑中表现出病理损伤之前很早就解释了认知功能障碍。在本研究中,我们研究了HupA对SH-SY5Y神经母细胞瘤细胞中淀粉样前体蛋白(APP)蛋白水解的影响。HupA下调了β位点淀粉样前体蛋白裂解酶1(BACE1)和早老素1(PS1)水平的表达,但增加了A整合素和金属蛋白酶10(ADAM10)的水平,同时Aβ水平显着降低。我们在此首次报告了计算机分子对接分析,该分析揭示了HupA与BACE1的功能活性位点结合。我们进一步分析了HupA对糖原合酶激酶3β(GSK3β)和tau磷酸化状态的影响。在这种情况下,根据目前的观察,我们认为HupA是APP加工的有效调节剂,能够在生理条件下调节tau稳态,在预防和治疗AD样疾病方面具有巨大潜力。
    The beneficial actions of the natural compound Huperzine A (Hup A) against age-associated learning and memory deficits promote this compound as a nootropic agent. Alzheimer\'s disease (AD) pathophysiology is characterized by the accumulation of amyloid beta (Aβ). Toxic Aβ oligomers account for the cognitive dysfunctions much before the pathological lesions are manifested in the brain. In the present study, we investigated the effects of Hup A on amyloid precursor protein (APP) proteolysis in SH-SY5Y neuroblastoma cells. Hup A downregulated the expression of β-site amyloid precursor protein cleaving enzyme 1 (BACE1) and presenilin 1 (PS1) levels but augmented the levels of A disintegrin and metalloproteinase 10 (ADAM10) with significant decrement in the Aβ levels. We herein report for the first time an in silico molecular docking analysis that revealed that Hup A binds to the functionally active site of BACE1. We further analyzed the effect of Hup A on glycogen synthase kinase-3 β (GSK3β) and phosphorylation status of tau. In this scenario, based on the current observations, we propose that Hup A is a potent regulator of APP processing and capable of modulating tau homeostasis under physiological conditions holding immense potential in preventing and treating AD like disorders.
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    背景:淀粉样β(Aβ)斑块是阿尔茨海默病(AD)的神经病理学标志。随着抗淀粉样蛋白单克隆抗体进入市场,预测脑淀粉样蛋白状态对于确定治疗资格至关重要.
    目的:在阿尔茨海默病和认知老化(ARMADA)研究中利用机器学习方法预测脑淀粉样蛋白状态。
    方法:ARMADA是一项多中心研究,在具有不同认知能力水平(正常,轻度认知障碍,AD型的早期痴呆)。
    方法:不同地点的参与者参与ARMADA研究以验证NIHTB。
    方法:199名ARMADA参与者有PET或CSF信息(平均年龄76.3±7.7,51.3%为女性,42.3%的部分或完整的大学教育,50.3%研究生学历,88.9%白色,33.2%的AD生物标志物阳性)。
    方法:我们使用认知,情感,电机,NIHTB的感觉评分,和人口统计学来预测通过PET或CSF测量的淀粉样蛋白状态。我们应用LASSO和随机森林模型,并使用受试者工作曲线下面积(AUROC)评估鉴定淀粉样蛋白阳性的能力。
    结果:在保持测试集上,随机森林模型达到的AUROC为0.74,特异性高于敏感性(AUROC95%CI:0.73-0.76,敏感性0.50,特异性0.88);高于LASSO模型(0.68(95%CI:0.68-0.69))。随机森林模型中重要性最高的10个特征是:图片序列记忆,认知总复合,认知液复合材料,列表排序工作记忆,单词在噪声测试(听力),模式比较处理速度,气味识别,2分钟步行耐力,4米的步行步态速度,和图片词汇。总的来说,我们的模型揭示了认知测量的有效性,电机,和感觉域,与AD生物标志物相关。
    结论:我们的结果支持利用NIH工具箱作为一种有效且可标准化的AD生物标志物测量,可以更好地识别淀粉样蛋白阴性(即,高特异性)比阳性病例(即,低灵敏度)。
    BACKGROUND: Amyloid-beta (Aβ) plaque is a neuropathological hallmark of Alzheimer\'s disease (AD). As anti-amyloid monoclonal antibodies enter the market, predicting brain amyloid status is critical to determine treatment eligibility.
    OBJECTIVE: To predict brain amyloid status utilizing machine learning approaches in the Advancing Reliable Measurement in Alzheimer\'s Disease and Cognitive Aging (ARMADA) study.
    METHODS: ARMADA is a multisite study that implemented the National Institute of Health Toolbox for Assessment of Neurological and Behavioral Function (NIHTB) in older adults with different cognitive ability levels (normal, mild cognitive impairment, early-stage dementia of the AD type).
    METHODS: Participants across various sites were involved in the ARMADA study for validating the NIHTB.
    METHODS: 199 ARMADA participants had either PET or CSF information (mean age 76.3 ± 7.7, 51.3% women, 42.3% some or complete college education, 50.3% graduate education, 88.9% White, 33.2% with positive AD biomarkers).
    METHODS: We used cognition, emotion, motor, sensation scores from NIHTB, and demographics to predict amyloid status measured by PET or CSF. We applied LASSO and random forest models and used the area under the receiver operating curve (AUROC) to evaluate the ability to identify amyloid positivity.
    RESULTS: The random forest model reached AUROC of 0.74 with higher specificity than sensitivity (AUROC 95% CI:0.73 - 0.76, Sensitivity 0.50, Specificity 0.88) on the held-out test set; higher than the LASSO model (0.68 (95% CI:0.68 - 0.69)). The 10 features with the highest importance from the random forest model are: picture sequence memory, cognition total composite, cognition fluid composite, list sorting working memory, words-in-noise test (hearing), pattern comparison processing speed, odor identification, 2-minutes-walk endurance, 4-meter walk gait speed, and picture vocabulary. Overall, our model revealed the validity of measurements in cognition, motor, and sensation domains, in associating with AD biomarkers.
    CONCLUSIONS: Our results support the utilization of the NIH toolbox as an efficient and standardizable AD biomarker measurement that is better at identifying amyloid negative (i.e., high specificity) than positive cases (i.e., low sensitivity).
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  • 文章类型: Journal Article
    背景:甲状腺激素水平的改变与阿尔茨海默病(AD)痴呆和相关认知功能下降的风险增加有关。然而,甲状腺激素与AD痴呆之间联系的神经病理学基础尚未完全了解.我们首先研究了血清甲状腺激素水平与体内AD病理之间的关联,包括通过正电子发射断层扫描(PET)测量的β-淀粉样蛋白(Aβ)和tau沉积。鉴于AD中Aβ与tau病理之间的众所周知的关系,我们还研究了甲状腺激素水平对Aβ和tau沉积之间关联的调节作用.
    方法:这项横断面研究是韩国脑衰老早期诊断和预测阿尔茨海默病(KBASE)队列研究的一部分。这项研究共纳入291名55至90岁的认知正常成年人。所有参与者都接受了全面的临床评估,血清总三碘甲状腺原氨酸(T3)的测量,游离三碘甲状腺原氨酸(fT3),游离甲状腺素(fT4),促甲状腺激素(TSH),脑成像评价包括[11C]-匹兹堡化合物B(PiB)-PET和[18F]AV-1451PET。
    结果:在PET上没有发现甲状腺激素或TSH与Aβ和tau沉积之间的关联。然而,fT4(p=0.002)和fT3(p=0.001)在tau沉积上表现出与Aβ的显着相互作用:去除异常值后进行的敏感性分析表明,fT4和Aβ沉积之间的相互作用作用不显著,而fT3和Aβ沉积之间的相互作用仍然显著。然而,进一步的亚组分析表明,与较低的组相比,较高的fT4和fT3组的Aβ和tau之间存在更明显的正相关关系。不管离群值的去除。同时,T3和TSH在tau沉积上与Aβ无任何相互作用。
    结论:我们的研究结果表明,血清甲状腺激素可以调节大脑Aβ与tau病理之间的关系。较高水平的血清甲状腺激素可能会加速Aβ依赖性tau在大脑中的沉积。需要在独立样品中进行进一步的复制研究以验证当前结果。
    BACKGROUND: Altered thyroid hormone levels have been associated with increased risk of Alzheimer\'s disease (AD) dementia and related cognitive decline. However, the neuropathological substrates underlying the link between thyroid hormones and AD dementia are not yet fully understood. We first investigated the association between serum thyroid hormone levels and in vivo AD pathologies including both beta-amyloid (Aβ) and tau deposition measured by positron emission tomography (PET). Given the well-known relationship between Aβ and tau pathology in AD, we additionally examined the moderating effects of thyroid hormone levels on the association between Aβ and tau deposition.
    METHODS: This cross-sectional study was conducted as part of the Korean Brain Aging Study for Early Diagnosis and Prediction of Alzheimer\'s Disease (KBASE) cohort. This study included a total of 291 cognitively normal adults aged 55 to 90. All participants received comprehensive clinical assessments, measurements for serum total triiodothyronine (T3), free triiodothyronine (fT3), free thyroxine (fT4), and thyroid-stimulating hormone (TSH), and brain imaging evaluations including [11C]-Pittsburgh compound B (PiB)- PET and [18F] AV-1451 PET.
    RESULTS: No associations were found between either thyroid hormones or TSH and Aβ and tau deposition on PET. However, fT4 (p = 0.002) and fT3 (p = 0.001) exhibited significant interactions with Aβ on tau deposition: The sensitivity analyses conducted after the removal of an outlier showed that the interaction effect between fT4 and Aβ deposition was not significant, whereas the interaction between fT3 and Aβ deposition remained significant. However, further subgroup analyses demonstrated a more pronounced positive relationship between Aβ and tau in both the higher fT4 and fT3 groups compared to the lower group, irrespective of outlier removal. Meanwhile, neither T3 nor TSH had any interaction with Aβ on tau deposition.
    CONCLUSIONS: Our findings suggest that serum thyroid hormones may moderate the relationship between cerebral Aβ and tau pathology. Higher levels of serum thyroid hormones could potentially accelerate the Aβ-dependent tau deposition in the brain. Further replication studies in independent samples are needed to verify the current results.
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  • 文章类型: Journal Article
    背景:了解早期神经病理变化及其与认知的关联可能有助于预防痴呆。这项研究调查了以中年社区为基础的队列中大脑淀粉样蛋白和tau正电子发射断层扫描(PET)保留与认知的关系,并研究了可能改变这些关系的因素。
    方法:进行11C-匹兹堡化合物B淀粉样蛋白和18F-flortaucipirtauPET显像。使用线性回归评估淀粉样蛋白和tauPET与认知的关联。与年龄的互动,载脂蛋白E(APOE)ε4状态,教育被检查。
    结果:在整个样本中,淀粉样蛋白和tauPET与认知无关(N=423;平均值:57±10岁;50%为女性)。然而,年龄较小(<55岁)和APOEε4是显著的效应修饰剂,在存在高级淀粉样蛋白和tau的情况下,认知恶化。
    结论:较高的Aβ和tau水平可能对APOEε4携带者和年轻人的认知产生有害影响,提示有针对性的早期干预的潜在作用。
    结论:由于Aβ和tau,风险和弹性因素影响了认知脆弱性。较高的梭形tau与较低的视觉空间技能相关。APOEε4与Aβ和tau相互作用,使多个域的认知恶化。
    BACKGROUND: Understanding early neuropathological changes and their associations with cognition may aid dementia prevention. This study investigated associations of cerebral amyloid and tau positron emission tomography (PET) retention with cognition in a predominately middle-aged community-based cohort and examined factors that may modify these relationships.
    METHODS: 11C-Pittsburgh compound B amyloid and 18F-flortaucipir tau PET imaging were performed. Associations of amyloid and tau PET with cognition were evaluated using linear regression. Interactions with age, apolipoprotein E (APOE) ε4 status, and education were examined.
    RESULTS: Amyloid and tau PET were not associated with cognition in the overall sample (N = 423; mean: 57 ± 10 years; 50% female). However, younger age (< 55 years) and APOE ε4 were significant effect modifiers, worsening cognition in the presence of higher amyloid and tau.
    CONCLUSIONS: Higher levels of Aβ and tau may have a pernicious effect on cognition among APOE ε4 carriers and younger adults, suggesting a potential role for targeted early interventions.
    CONCLUSIONS: Risk and resilience factors influenced cognitive vulnerability due to Aβ and tau. Higher fusiform tau associated with poorer visuospatial skills in younger adults. APOE ε4 interacted with Aβ and tau to worsen cognition across multiple domains.
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