Amyloid oligomers

淀粉样蛋白寡聚体
  • 文章类型: Journal Article
    tau蛋白和β淀粉样蛋白的聚集是阿尔茨海默病的一个显著特征,神经退行性疾病最常见的形式。聚合后,蛋白质从它们的可溶性过渡,单体,和功能状态变成不可溶的,纤维状沉积物通过复杂的过程,涉及各种不同形态的中间物种,包括单体,有毒低聚物,和不溶性原纤维。为了控制和指导肽的聚集,所有存在的物种的完整表征和沿着聚集途径的分子过程的理解是必不可少的。然而,由于低聚物的瞬态特性和反应网络的复杂性,这是极具挑战性的。因此,我们采用了一种组合方法,使我们能够探测寡聚物种的结构和动力学,随着时间的推移,随着它们形成纤维结构。靶向tau蛋白肽段Ac-PHF6-NH2,这对于全蛋白的聚集至关重要,软纳米电喷雾电离结合离子迁移质谱已用于研究肝素诱导的完整低聚物形成的动力学。使用高分辨率离子迁移质谱鉴定和表征低聚物,证明肝素的添加不会改变寡聚物种的结构。通过硫磺素T荧光测定法监测原纤维形成的动力学。动力学数据的全局拟合表明,二次成核在Ac-PHF6-NH2tau片段的聚集中起关键作用,而肝素大大加快了初级成核速率。
    The aggregation of the proteins tau and amyloid-β is a salient feature of Alzheimer\'s disease, the most common form of neurodegenerative disorders. Upon aggregation, proteins transition from their soluble, monomeric, and functional state into insoluble, fibrillar deposits through a complex process involving a variety of intermediate species of different morphologies, including monomers, toxic oligomers, and insoluble fibrils. To control and direct peptide aggregation, a complete characterization of all species present and an understanding of the molecular processes along the aggregation pathway are essential. However, this is extremely challenging due to the transient nature of oligomers and the complexity of the reaction networks. Therefore, we have employed a combined approach that allows us to probe the structure and kinetics of oligomeric species, following them over time as they form fibrillar structures. Targeting the tau protein peptide segment Ac-PHF6-NH2, which is crucial for the aggregation of the full protein, soft nano-electrospray ionization combined with ion mobility mass spectrometry has been employed to study the kinetics of heparin-induced intact oligomer formation. The oligomers are identified and characterized using high-resolution ion mobility mass spectrometry, demonstrating that the addition of heparin does not alter the structure of the oligomeric species. The kinetics of fibril formation is monitored through a Thioflavin T fluorescence assay. Global fitting of the kinetic data indicates that secondary nucleation plays a key role in the aggregation of the Ac-PHF6-NH2 tau segment, while the primary nucleation rate is greatly accelerated by heparin.
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  • 文章类型: Journal Article
    蛋白质淀粉样蛋白纤维化与广泛的神经退行性疾病有关。蛋白寡聚体是原纤化过程中的中间物质,它具有神经毒性,由蛋白质分子在生理应激下的聚集形成。早期检测蛋白寡聚物可以及时干预蛋白纤颤相关疾病。因此,开发有效的抑制剂和探针来监测淀粉样蛋白原纤维的形成至关重要。在这项研究中,我们开发了一种新型的淀粉样蛋白抑制剂喹啉黄(QY),这被证明是有效的抑制胰岛素蛋白纤维性颤动的荧光证明,形态表征和圆二色性。当QY与胰岛素结合时,它对成核过程具有抑制作用,并有效地阻止纤维状原纤维的形成。此外,我们介绍了表面增强拉曼光谱(SERS)作为识别淀粉样蛋白寡聚体的极其灵敏的技术的应用。调查采用了QY探测器,这证明了用于鉴定浓度范围为1.0-58.0μM的低聚物的线性反应。令人印象深刻的是,它展示了0.2μM的异常灵敏的检测阈值。并通过SERS说明了QY的小分子与胰岛素之间的结合位点和相互作用机制。上述方法也用于鉴定人血清样品中的胰岛素寡聚体。因此,拟议的方法提出了一个有希望的途径,在药物探索和疾病诊断领域具有广泛的意义。
    Protein amyloid fibrillation is linked to a wide range of neurodegenerative diseases. Protein oligomer is an intermediate substance in the process of fibrillation, which is neurotoxic and formed by the aggregation of protein molecules under physiological stress. Early detection of protein oligomers could make timely intervention of protein fibrillation related diseases. Therefore, it is crucial to develop efficient inhibitors and probes for monitoring amyloid fibril formation. In this study, we developed a novel amyloid inhibitor quinoline yellow (QY), which was proved to be effective in inhibiting insulin protein fibrillation as demonstrated by fluorescence, morphology characterization and circular dichroism. When QY binds to insulin, it exerts inhibitory effects on the nucleation process and effectively impedes the formation of fibrillar fibrils. In addition, we present the application of surface-enhanced Raman spectroscopy (SERS) as an extremely sensitive technique for identifying amyloid oligomers. The investigation employed the probe QY, which demonstrated a linear reaction for identifying oligomers in the concentration range of 1.0-58.0 μM. Impressively, it showcased an exceptionally sensitive detection threshold of 0.2 μM. And also illustrating the binding sites and interaction mechanisms between small molecules of QY and insulin by SERS. The aforementioned methodology was also employed for the identification of insulin oligomers in human serum samples. Thereby, the proposed approach presenting a promising avenue with extensive implications in the realms of pharmaceutical exploration and disease diagnosis.
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  • 文章类型: Journal Article
    细胞内tau原纤维是阿尔茨海默病神经毒性和氧化应激的来源。目前的药物发现努力集中在具有tau原纤维解聚和抗氧化功能的分子上。然而,最近的研究表明,含有膜结合tau的寡聚物(mTCOs),比tau原纤维更小,更不有序,在阿尔茨海默氏症的早期阶段有神经毒性。Tau原纤维靶向分子是否对mTCOs有效尚不清楚。表没食子儿茶素-3-没食子酸酯(EGCG)的结合,使用机器学习增强的对接和分子动力学模拟研究了CNS-11和BHT-CNS-11对计算机mTCO和实验tau原纤维的影响。EGCG和CNS-11具有tau原纤维解聚功能,而提出的BHT-CNS-11具有潜在的tau原纤维解聚和抗氧化功能,如EGCG。我们的结果表明,所研究的三种分子也可能与mTCOs结合。EGCG与mTCO的预测结合概率随蛋白质聚集体大小而增加。相比之下,CNS-11和BHT-CNS-11与二聚体mTCOs结合的预测概率高于高tau与四聚体mTCOs结合的概率,而非异源tau-胰淀素寡聚体。我们的结果也支持阴离子脂质可以促进分子与mTCO的结合的观点。我们得出结论,tau原纤维解聚和抗氧化分子可能与mTCOs结合,mTCOs也可能是阿尔茨海默病药物设计的有用靶标。
    Intracellular tau fibrils are sources of neurotoxicity and oxidative stress in Alzheimer\'s. Current drug discovery efforts have focused on molecules with tau fibril disaggregation and antioxidation functions. However, recent studies suggest that membrane-bound tau-containing oligomers (mTCOs), smaller and less ordered than tau fibrils, are neurotoxic in the early stage of Alzheimer\'s. Whether tau fibril-targeting molecules are effective against mTCOs is unknown. The binding of epigallocatechin-3-gallate (EGCG), CNS-11, and BHT-CNS-11 to in silico mTCOs and experimental tau fibrils was investigated using machine learning-enhanced docking and molecular dynamics simulations. EGCG and CNS-11 have tau fibril disaggregation functions, while the proposed BHT-CNS-11 has potential tau fibril disaggregation and antioxidation functions like EGCG. Our results suggest that the three molecules studied may also bind to mTCOs. The predicted binding probability of EGCG to mTCOs increases with the protein aggregate size. In contrast, the predicted probability of CNS-11 and BHT-CNS-11 binding to the dimeric mTCOs is higher than binding to the tetrameric mTCOs for the homo tau but not for the hetero tau-amylin oligomers. Our results also support the idea that anionic lipids may promote the binding of molecules to mTCOs. We conclude that tau fibril-disaggregating and antioxidating molecules may bind to mTCOs, and that mTCOs may also be useful targets for Alzheimer\'s drug design.
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  • 文章类型: Journal Article
    死后大脑中细胞外淀粉样蛋白β(Aβ)和细胞内tau原纤维的沉积仍然是最终确认阿尔茨海默病(AD)病例的唯一方法。大量证据,虽然,暗示小的球状寡聚体而不是原纤维作为相关的生物标志物,和关键贡献者,AD的临床症状。在体内验证和利用淀粉样蛋白寡聚体作为AD生物标志物的努力受到对寡聚体检测的构象选择性抗体的几乎排他依赖性的限制。虽然抗体已经为Aβ和tau寡聚体在AD中的作用提供了关键证据,它们不适合在体内成像淀粉样蛋白低聚物。因此,因此,需要鉴定一组低聚物选择性小分子,用于随后发展成正电子发射断层摄影(PET)探针。使用基于动力学的筛选测定法,我们证实,三芳基甲烷染料结晶紫(CV)对在体外近生理溶液条件下生长的Aβ42低聚物(AβOs)具有低聚物选择性。在AD小鼠模型和人类AD患者的死后大脑中,我们证明A11抗体阳性寡聚体,而不是硫磺素S(ThioS)阳性原纤维与CV染色共定位,确认体外结果。因此,我们的动力学筛选代表了一种稳健的方法,用于识别新类别的小分子作为低聚物选择性染料(OSD)的候选物。这样的OSDs,反过来,为开发用于人体低聚物沉积物的死前成像的PET探针提供了有希望的起点。
    Deposition of extracellular Amyloid Beta (Aβ) and intracellular tau fibrils in post-mortem brains remains the only way to conclusively confirm cases of Alzheimer\'s Disease (AD). Substantial evidence, though, implicates small globular oligomers instead of fibrils as relevant biomarkers of, and critical contributors to, the clinical symptoms of AD. Efforts to verify and utilize amyloid oligomers as AD biomarkers in vivo have been limited by the near-exclusive dependence on conformation-selective antibodies for oligomer detection. While antibodies have yielded critical evidence for the role of both Aβ and tau oligomers in AD, they are not suitable for imaging amyloid oligomers in vivo. Therefore, it would be desirable to identify a set of oligomer-selective small molecules for subsequent development into Positron Emission Tomography (PET) probes. Using a kinetics-based screening assay, we confirm that the triarylmethane dye Crystal Violet (CV) is oligomer-selective for Aβ42 oligomers (AβOs) grown under near-physiological solution conditions in vitro. In postmortem brains of an AD mouse model and human AD patients, we demonstrate that A11 antibody-positive oligomers but not Thioflavin S (ThioS)-positive fibrils colocalize with CV staining, confirming in vitro results. Therefore, our kinetic screen represents a robust approach for identifying new classes of small molecules as candidates for oligomer-selective dyes (OSDs). Such OSDs, in turn, provide promising starting points for the development of PET probes for pre-mortem imaging of oligomer deposits in humans.
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  • 文章类型: Journal Article
    蛋白质寡聚物,广泛存在于自然界中,具有显著的生理和病理功能。根据它们的功能和毒性将它们分为三组。在功能性低聚物的开发方面取得了重大进展,专注于各种应用及其工程。抗微生物肽低聚物在细菌和癌细胞的死亡中起作用。神经退行性疾病中的主要致病物种,如最近的结果所示,是淀粉样蛋白寡聚体,这是本章的主要主题。它们在整个聚合过程中生成,在随后的聚集途径和最终产品中同时充当中间体。它们中的一些可能具有有效的细胞毒性,并通过不同的机制引起细胞损伤,最终,细胞死亡和疾病进展。有关其结构的信息,形成机制,和毒性是有限的,由于其固有的不稳定性和结构的可变性。本章旨在提供有关淀粉样蛋白寡聚体的当前知识的简要概述。
    Protein oligomers, widely found in nature, have significant physiological and pathological functions. They are classified into three groups based on their function and toxicity. Significant advancements are being achieved in the development of functional oligomers, with a focus on various applications and their engineering. The antimicrobial peptides oligomers play roles in death of bacterial and cancer cells. The predominant pathogenic species in neurodegenerative disorders, as shown by recent results, are amyloid oligomers, which are the main subject of this chapter. They are generated throughout the aggregation process, serving as both intermediates in the subsequent aggregation pathways and ultimate products. Some of them may possess potent cytotoxic properties and through diverse mechanisms cause cellular impairment, and ultimately, the death of cells and disease progression. Information regarding their structure, formation mechanism, and toxicity is limited due to their inherent instability and structural variability. This chapter aims to provide a concise overview of the current knowledge regarding amyloid oligomers.
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  • 文章类型: Journal Article
    探索淀粉样蛋白寡聚体(AOs)毒性的潜在机制为发现神经退行性疾病的治疗方法和开发治疗提供了重要的机会。最近,使用离子迁移谱-质谱(IMS-MS)和X射线晶体学(XRC)的组合,我们发现KVKVLWDVIEV肽,这是αB-Crystallin(90-100)的G95W突变体,缩写为G6W,自组装成结构上类似于脂质转运蛋白的十二聚体。甘氨酸到色氨酸的突变不仅在脑切片中促进比野生型更大的寡聚体和增强的细胞毒性,而且还促进适用于脂肪酸或磷脂结合的狭窄疏水腔。这里,我们确定了一种新的细胞毒性机制的合理性,其中G6W的结构基序可以通过确定其脂质结合选择性和特异性来干扰脂质稳态。我们表明,G6W低聚物对不饱和磷脂具有很强的亲和力,对含有16-C烷基链的磷脂具有优先性。分子动力学模拟展示了不饱和的,16-C磷脂在G6W的疏水腔内外紧密贴合。这种结合是G6W肽独有的,与其他具有不同原子结构的淀粉样蛋白低聚物一样,包括其野生型αB-Crystallin(90-100)和几种已知自组装成淀粉样蛋白寡聚体(SOD1P28K和SOD1WG-GW)的超氧化物歧化酶1(SOD1)肽,不经历相同的强结合亲和力。虽然现有的关于淀粉样蛋白毒性的伴侣-脂质假说表明淀粉样蛋白-脂质复合物穿透细胞膜,我们的工作提供了新的前景,表明可溶性淀粉样蛋白低聚物通过选择性蛋白质-配体相互作用破坏脂质稳态。毒性机制可能起因于脂质配体辅助的独特淀粉样蛋白低聚物结构的形成或受损的脂质转运。
    Exploring the mechanisms underlying the toxicity of amyloid oligomers (AOs) presents a significant opportunity for discovering cures and developing treatments for neurodegenerative diseases. Recently, using a combination of ion mobility spectrometry-mass spectrometry (IMS-MS) and X-ray crystallography (XRC), we showed that the peptide KVKVLWDVIEV, which is the G95W mutant of αB-Crystallin (90-100) and abbreviated as G6W, self-assembles up to a dodecamer that structurally resembles lipid transport proteins. The glycine to tryptophan mutation promotes not only larger oligomers and enhanced cytotoxicity in brain slices than the wild type but also a narrow hydrophobic cavity suitable for fatty acid or phospholipid binding. Here, we determine the plausibility of a novel cytotoxic mechanism where the G6W\'s structural motif could perturb lipid homeostasis by determining its lipid binding selectivity and specificity. We show that the G6W oligomers have a strong affinity toward unsaturated phospholipids with a preference toward phospholipids containing 16-C alkyl chains. Molecular dynamics simulations demonstrate how an unsaturated, 16-C phospholipid fits tightly inside and outside G6W\'s hydrophobic cavity. This binding is exclusive to the G6W peptide, as other amyloid oligomers with different atomic structures, including its wildtype αB-Crystallin (90-100) and several superoxide dismutase 1 (SOD1) peptides that are known to self-assemble into amyloid oligomers (SOD1P28K and SOD1WG-GW), do not experience the same strong binding affinity. While the existing chaperone-lipid hypothesis on amyloid toxicity suggests amyloid-lipid complexes perforate cell membranes, our work provides a new outlook, indicating that soluble amyloid oligomers disrupt lipid homeostasis via selective protein-ligand interactions. The toxic mechanisms may arise from the formation of unique amyloid oligomer structures assisted by lipid ligands or impaired lipid transports.
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  • 文章类型: Journal Article
    在阿尔茨海默病(AD)的发病机理中,高神经毒性的淀粉样蛋白-β(Aβ)寡聚体早期出现,因此,它们被认为与阿尔茨海默病的发病密切相关。然而,Aβ寡聚体可视化在人体组织中具有挑战性,因为它们具有多种形式(例如,低分子量和高分子量低聚物,包括原纤维)以及它们迅速改变形式和聚集的趋势。在这次审查中,我们提出了组织中Aβ寡聚体的两种可视化方法:免疫组织化学(使用针对毒性Aβ寡聚体构象异构体的单克隆抗体TxCo1)和使用特异性结合Aβ寡聚体的小化学物质志贺-Y51的成像质谱。TxCo1免疫组织化学显示Aβ寡聚体在死后人类AD中的分布。使用Shiga-Y51,成像质谱显示了AD转基因小鼠模型大脑中的Aβ寡聚体分布。这两种方法可能有助于阐明AD的病理机制。
    In the pathogenesis of Alzheimer\'s disease (AD), highly neurotoxic amyloid-β (Aβ) oligomers appear early, they are thus considered to be deeply involved in the onset of Alzheimer\'s disease. However, Aβ oligomer visualization is challenging in human tissues due to their multiple forms (e.g., low- and high-molecular-weight oligomers, including protofibrils) as well as their tendency to rapidly change forms and aggregate. In this review, we present two visualization approaches for Aβ oligomers in tissues: an immunohistochemical (using the monoclonal antibody TxCo1 against toxic Aβ oligomer conformers) and imaging mass spectrometry using the small chemical Shiga-Y51 that specifically binds Aβ oligomers. TxCo1 immunohistochemistry revealed Aβ oligomer distributions in postmortem human brains with AD. Using Shiga-Y51, imaging mass spectrometry revealed Aβ oligomer distributions in the brain of a transgenic mouse model for AD. These two methods would potentially contribute to elucidating the pathological mechanisms underlying AD.
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  • 文章类型: Journal Article
    淀粉样变性是涉及一组不同病理的病症,其特征在于由分解蛋白组成的不溶性原纤维的细胞外沉积。这些蛋白质可以在局部积累,引起特殊症状,或者以广泛的方式,涉及许多器官和。导致严重的系统故障。造成的损害不仅与积累有关。淀粉样原纤维,但最重要的是原纤维的前体寡聚物以非常特殊的方式进入细胞。本文分析了与这些寡聚体进入细胞膜相关的研究现状以及与其毒性相关的理论。本文不仅旨在回顾文献中的内容,而且还提出了淀粉样蛋白毒性的新视野。这可能发生在由细胞膜本身催化的多相过程中。在这个过程中,脂质双层的变性之后是通过能量上有利的自组装过程来稳定孔,所述自组装过程通过特定的寡聚结构来实现。
    Amyloidosis is a condition involving a disparate group of pathologies characterized by the extracellular deposition of insoluble fibrils composed of broken-down proteins. These proteins can accumulate locally, causing peculiar symptoms, or in a widespread way, involving many organs and. causing severe systemic failure. The damage that is created is related not only to the accumulation of. amyloid fibrils but above all to the precursor oligomers of the fibrils that manage to enter the cell in a very particular way. This article analyzes the current state of research related to the entry of these oligomers into the cell membrane and the theories related to their toxicity. The paper proposed here not only aims to review the contents in the literature but also proposes a new vision of amyloid toxicity. that could occur in a multiphase process catalyzed by the cell membrane itself. In this process, the denaturation of the lipid bilayer is followed by the stabilization of a pore through energetically favorable self-assembly processes which are achieved through particular oligomeric structures.
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  • 文章类型: Journal Article
    低聚Aβ(OAβ)是阿尔茨海默病(AD)诊断的有希望的候选标志物。脑电图(EEG)是早期发现AD的潜在工具。尽管如此,脑电图功率比,特别是θ/α比(TAR)和θ/β比(TBR),反映Aβ负担-认知功能障碍和AD的主要机制。这项研究基于MDS-OAβ水平调查了TAR和TBR与老年人淀粉样蛋白负荷的关系。
    529人(年龄≥60岁)被招募。所有参与者都接受了脑电图(MINDD扫描,YbrainInc.,韩国)和AlzOn™测试(PeopleBioInc.,京夷道,大韩民国)用于定量血浆中的MDS-OAβ值。对EEG变量进行对数变换以归一化数据分布。使用MDS-OAβ截断值(0.78ng/mL),将所有参与者分为两组:高MDS-OAβ和低MDS-OAβ.
    MDS-OAβ水平高的参与者的TAR和TBR明显高于MDS-OAβ水平低的参与者。中心叶中对数变换的TBR(β=0.161,p=0.0026),额叶(β=0.145,p=0.0044),顶叶(β=0.166,p=0.0028),枕叶(β=0.158,p=0.0058),和颞叶(β=0.162,p=0.0042)与MDS-OAβ水平的升高显着正相关。在调整Bonferroni校正后,所有叶区域的TBR,除了枕叶,与MDS-OAβ水平升高显著相关。
    我们发现老年人中MDS-OAβ与TBR显著相关。这一发现表明,淀粉样蛋白负荷的增加可能与低频带的增加和相对高频带的减少有关。
    UNASSIGNED: Oligomeric Aβ (OAβ) is a promising candidate marker for Alzheimer\'s disease (AD) diagnosis. Electroencephalography (EEG) is a potential tool for early detection of AD. Still, whether EEG power ratios, particularly the theta/alpha ratio (TAR) and theta/beta ratio (TBR), reflect Aβ burden-a primary mechanism underlying cognitive impairment and AD. This study investigated the association of TAR and TBR with amyloid burden in older adults based on MDS-OAβ levels.
    UNASSIGNED: 529 individuals (aged ≥60 years) were recruited. All participants underwent EEG (MINDD SCAN, Ybrain Inc., South Korea) and AlzOn™ test (PeopleBio Inc., Gyeonggi-do, Republic of Korea) for quantifying MDS-OAβ values in the plasma. EEG variables were log-transformed to normalize the data distribution. Using the MDS-OAβ cutoff value (0.78 ng/mL), all participants were classified into two groups: high MDS-OAβ and low MDS-OAβ.
    UNASSIGNED: Participants with high MDS-OAβ levels had significantly higher TARs and TBRs than those with low MDS-OAβ levels. The log-transformed TBRs in the central lobe (β = 0.161, p = 0.0026), frontal lobe (β = 0.145, p = 0.0044), parietal lobe (β = 0.166, p = 0.0028), occipital lobe (β = 0.158, p = 0.0058), and temporal lobe (beta = 0.162, p = 0.0042) were significantly and positively associated with increases in MDS-OAβ levels. After adjusting for the Bonferroni correction, the TBRs in all lobe regions, except the occipital lobe, were significantly associated with increased MDS-OAβ levels.
    UNASSIGNED: We found a significant association of MDS-OAβ with TBR in older adults. This finding indicates that an increase in amyloid burden may be associated with an increase in the low-frequency band and a decrease in the relatively high-frequency band.
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  • 文章类型: Journal Article
    在多种疾病中观察到43kDa的TARDNA结合蛋白(TDP-43)的异常胞质聚集,包括肌萎缩侧索硬化症(ALS),额颞叶变性,和老年痴呆症。先前的研究表明,位于TDP-43C末端的TDP-43307-319可以形成更高级的低聚物和原纤维。特别感兴趣的是采用与神经毒性密切相关的圆柱蛋白结构的六聚体。在这项研究中,我们使用联合药效团空间(JPS)模型来鉴定和产生潜在的TDP-43抑制剂.使用实验和计算方法评估了五种JPS设计的分子:离子迁移质谱,硫黄素T荧光测定,圆二色光谱,原子力显微镜,和分子动力学模拟。我们发现所有五种分子都可以防止TDP-43307-319的淀粉样原纤维形成,但它们的功效差异显着。此外,在这五个分子中,[AC0101]在防止形成高阶低聚物和离解预先形成的高阶低聚物方面是最有效的。分子动力学模拟显示[AC0101]两者都是最灵活的并且与TDP-43307-319单体形成最多的氢键。JPS设计的分子可以将自身插入TDP-43307-319的六聚体圆柱蛋白结构中的β链之间,并可以打开其结构。提出了JPS设计的分子在原子尺度上抑制和解离TDP-43307-319低聚物的可能机制。
    Abnormal cytosolic aggregation of TAR DNA-binding protein of 43 kDa (TDP-43) is observed in multiple diseases, including amyotrophic lateral sclerosis (ALS), frontotemporal lobar degeneration, and Alzheimer\'s disease. Previous studies have shown that TDP-43307-319 located at the C-terminal of TDP-43 can form higher-order oligomers and fibrils. Of particular interest are the hexamers that adopt a cylindrin structure that has been strongly correlated to neurotoxicity. In this study, we use the joint pharmacophore space (JPS) model to identify and generate potential TDP-43 inhibitors. Five JPS-designed molecules are evaluated using both experimental and computational methods: ion mobility mass spectrometry, thioflavin T fluorescence assay, circular dichroism spectroscopy, atomic force microscopy, and molecular dynamics simulations. We found that all five molecules can prevent the amyloid fibril formation of TDP-43307-319, but their efficacy varies significantly. Furthermore, among the five molecules, [AC0101] is the most efficient in preventing the formation of higher-order oligomers and dissociating preformed higher-order oligomers. Molecular dynamics simulations show that [AC0101] both is the most flexible and forms the most hydrogen bonds with the TDP-43307-319 monomer. The JPS-designed molecules can insert themselves between the β-strands in the hexameric cylindrin structure of TDP-43307-319 and can open its structure. Possible mechanisms for JPS-designed molecules to inhibit and dissociate TDP-43307-319 oligomers on an atomistic scale are proposed.
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