Intrinsic disorder

内在障碍
  • 文章类型: Journal Article
    孤儿核雌激素相关受体γ(ERRγ)已被认为是癌症的潜在治疗靶点。炎症和代谢紊乱。ERRγ包含一个调节性AF2螺旋尾,其C端连接到其配体结合域(LBD),它是一种自结合肽(SBP),并充当分子开关,通过与ERRγLBD表面上的AF2结合位点结合和脱离结合来动态调节活性和非活性状态之间的受体交替,分别。传统的ERRγ调节剂都是小分子化学配体,就其作用机制而言,可分为激动剂和反向激动剂;激动剂以激动剂构象稳定ABS位点的AF2,而反向激动剂将AF2锁定在该位点之外,以在很大程度上消除ERRγ转录活性。这里,描述了一类ERRγ肽拮抗剂与天然AF2竞争ABS位点,从而阻断AF2与ERRγLBD结构域结合的活性状态。自抑制肽来自覆盖SBP的AF2区域,我们预计它可以通过减少其内在的无序和重新结合时的熵成本来有效地重新结合到ABS位点。使用碳氢化合物装订来做到这一点,它使用了一个横跨[的全碳氢化合物桥,N末端的i+4]-锚残基对,自我抑制肽的中间或C末端区域。正如预期的那样,揭示了装订肽是ERRγLBD结构域的良好结合剂,可以有效地与天然AF2螺旋尾竞争ERRγABS位点,与AF2对该位点表现出基本相似的结合模式,并与该位点形成不同的非共价相互作用,从而赋予结构域-肽复合物稳定性和特异性。
    Orphan nuclear estrogen-related receptor γ (ERRγ) has been recognized as a potential therapeutic target for cancer, inflammation and metabolic disorder. The ERRγ contains a regulatory AF2 helical tail linked C-terminally to its ligand-binding domain (LBD), which is a self-binding peptide (SBP) and serves as molecular switch to dynamically regulate the receptor alternation between active and inactive states by binding to and unbinding from the AF2-binding site on ERRγ LBD surface, respectively. Traditional ERRγ modulators are all small-molecule chemical ligands that can be classified into agonists and inverse agonists in terms of their action mechanism; the agonists stabilize the AF2 in ABS site with an agonist conformation, while the inverse agonists lock the AF2 out of the site to largely abolish ERRγ transcriptional activity. Here, a class of ERRγ peptidic antagonists was described to compete with native AF2 for the ABS site, thus blocking the active state of AF2 binding to ERRγ LBD domain. Self-inhibitory peptide was derived from the SBP-covering AF2 region and we expected it can rebind potently to the ABS site by reducing its intrinsic disorder and entropy cost upon the rebinding. Hydrocarbon stapling was employed to do so, which employed an all-hydrocarbon bridge across the [i, i + 4]-anchor residue pair in the N-terminal, middle or C-terminal region of the self-inhibitory peptide. As might be expected, it is revealed that the stapled peptides are good binders of ERRγ LBD domain and can effectively compete with the native AF2 helical tail for ERRγ ABS site, which exhibit a basically similar binding mode with AF2 to the site and form diverse noncovalent interactions with the site, thus conferring stability and specificity to the domain-peptide complexes.
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  • 文章类型: Journal Article
    穿山甲-CoV和SARS-CoV-2之间的关系一直是争论的主题。所有已知的COVID-19病毒都有异常坚硬的外壳(低M障碍,即,到目前为止,在与挖洞动物相关的CoV中发现的膜(M)蛋白中固有无序残基含量低),比如兔子和穿山甲,在这种传播中,病毒会长时间留在埋藏的粪便中。虽然坚硬的外壳是病毒生存所必需的,更硬的内壳也有帮助。出于这个原因,穿山甲-CoV的N无序范围,不是Bat-Cov,与SARS-CoV-2更接近,特别是当包括Omicron时。低N无序(即,核衣壳(N)蛋白中固有无序残基含量低),首先在穿山甲-CoV-2017中观察到,后来在Omicron中观察到,根据壳无序模型与衰减相关联。我们的实验研究表明,穿山甲-CoV-2017和SARS-CoV-2Omicron(XBB.1.16亚变体)在病毒生长和空斑形成方面表现出相似的衰减。已经观察到与以无序为中心的计算分析一致的细微差异。
    The relationship between pangolin-CoV and SARS-CoV-2 has been a subject of debate. Further evidence of a special relationship between the two viruses can be found by the fact that all known COVID-19 viruses have an abnormally hard outer shell (low M disorder, i.e., low content of intrinsically disordered residues in the membrane (M) protein) that so far has been found in CoVs associated with burrowing animals, such as rabbits and pangolins, in which transmission involves virus remaining in buried feces for a long time. While a hard outer shell is necessary for viral survival, a harder inner shell could also help. For this reason, the N disorder range of pangolin-CoVs, not bat-CoVs, more closely matches that of SARS-CoV-2, especially when Omicron is included. The low N disorder (i.e., low content of intrinsically disordered residues in the nucleocapsid (N) protein), first observed in pangolin-CoV-2017 and later in Omicron, is associated with attenuation according to the Shell-Disorder Model. Our experimental study revealed that pangolin-CoV-2017 and SARS-CoV-2 Omicron (XBB.1.16 subvariant) show similar attenuations with respect to viral growth and plaque formation. Subtle differences have been observed that are consistent with disorder-centric computational analysis.
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  • 文章类型: Journal Article
    高斯荧光素酶(Gluc)是已知的最发光的荧光素酶之一,在生物化学和细胞生物学中被广泛用作报告基因。在催化过程中,GLuc通过不可逆的共价修饰经历失活。然而,GLuc产生发光的机制以及它如何失活是未知的。这里,我们表明,GLuc与其他酶不同,具有广泛无序的结构,具有最小的疏水核心,并且没有明显的主要底物结合袋。腔肠素.丙氨酸扫描显示,我们确定了光生产所需的两种Arg残基。这些残基平均分离约22µ,如果要同时与底物相互作用,则需要进行主要的结构重排。我们还表明,除了腔肠素,GLuc还可以氧化furimazine,然而,在这种情况下,没有光的产生。两种底物都导致与酶形成加合物,最终导致酶失活。我们的结果表明,刚性的蛋白质结构和底物结合位点不是高酶活性和特异性的先决条件。除了增加对酶的一般理解,这些发现将有助于将来GLuc作为报告荧光素酶的改进。
    Gaussia luciferase (GLuc) is one of the most luminescent luciferases known and is widely used as a reporter in biochemistry and cell biology. During catalysis, GLuc undergoes inactivation by irreversible covalent modification. The mechanism by which GLuc generates luminescence and how it becomes inactivated are however not known. Here, we show that GLuc unlike other enzymes has an extensively disordered structure with a minimal hydrophobic core and no apparent binding pocket for the main substrate, coelenterazine. From an alanine scan, we identified two Arg residues required for light production. These residues separated with an average of about 22 Å and a major structural rearrangement is required if they are to interact with the substrate simultaneously. We furthermore show that in addition to coelenterazine, GLuc also can oxidize furimazine, however, in this case without production of light. Both substrates result in the formation of adducts with the enzyme, which eventually leads to enzyme inactivation. Our results demonstrate that a rigid protein structure and substrate-binding site are no prerequisites for high enzymatic activity and specificity. In addition to the increased understanding of enzymes in general, the findings will facilitate future improvement of GLuc as a reporter luciferase.
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  • 文章类型: Journal Article
    本文回顾了久经考验的方法,这些方法已在结构相分离特性的最初研究中使用,HIV-1的RNA结合和催化蛋白。这里描述这些是为了激发任何可能想要对病毒介导的液-液相分离进行类似研究的人的兴趣。这些研究有助于更好地了解病毒的生命周期和发病机理,并为新疗法打开大门。
    This article reviews tried-and-tested methodologies that have been employed in the first studies on phase separating properties of structural, RNA-binding and catalytic proteins of HIV-1. These are described here to stimulate interest for any who may want to initiate similar studies on virus-mediated liquid-liquid phase separation. Such studies serve to better understand the life cycle and pathogenesis of viruses and open the door to new therapeutics.
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  • 文章类型: Journal Article
    背景:大鼠肠脂肪酸结合蛋白(I-FABP)在小肠中表达,并参与饮食脂肪酸的吸收和运输。它被用作肠损伤的标志物,并与各种胃肠道疾病有关。已经使用常规的实验和计算技术对I-FABP进行了广泛的研究。然而,对内在无序区域的检测需要应用特殊的采样分子动力学模拟以及某些生物信息学,因为传统的计算和实验研究在识别内在无序特征方面面临挑战。
    方法:进行了副本交换分子动力学模拟以及生物信息学研究,以更深入地了解I-FABP的结构特性。具体来说,计算了Cα和Hα化学位移值,并将研究结果与实验进行了比较。此外,还计算了二级和三级结构性质,并使用k均值聚类对蛋白质进行聚类。报告了蛋白质在水溶液介质中的端到端距离和回转半径值。此外,使用各种生物信息学工具研究了其紊乱趋势。
    结论:据报道,I-FABP是一种柔性蛋白,具有显示内在紊乱特征的区域。I-FABP的这种灵活性和内在无序特征可能与其在配体结合过程中的性质有关。
    BACKGROUND: The rat intestinal fatty acid-binding protein (I-FABP) is expressed in the small intestine and is involved in the absorption and transport of dietary fatty acids. It is used as a marker for intestinal injury and is associated with various gastrointestinal disorders. I-FABP has been studied extensively using conventional experimental and computational techniques. However, the detection of intrinsically disordered regions requires the application of special sampling molecular dynamics simulations along with certain bioinformatics because conventional computational and experimental studies face challenges in identifying the features of intrinsic disorder.
    METHODS: Replica exchange molecular dynamics simulations were conducted along with bioinformatics studies to gain deeper insights into the structural properties of I-FABP. Specifically, the Cα and Hα chemical shift values werecalculated, and the findings were compared to the experiments. Furthermore, secondary and tertiary structure properties were also calculated, and the protein was clustered using k-means clustering. The end-to-end distance and radius of gyration values were reported for the protein in an aqueous solution medium. In addition, its disorder tendency was studied using various bioinformatics tools.
    CONCLUSIONS: It was reported that I-FABP is a flexible protein with regions that demonstrate intrinsic disorder characteristics. This flexibility and intrinsic disorder characteristics of I-- FABP may be related to its nature in ligand binding processes.
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  • 文章类型: Journal Article
    在包括两个大型CAID实验在内的多项研究中评估了内在疾病预测因子。然而,这些研究偏向于真核蛋白质,主要集中在残基水平的预测。我们提供首创的评估,全面涵盖分类法,并在残留和无序区域水平上评估预测。我们策划了一个基准数据集,统一覆盖真核生物,考古,细菌,和病毒蛋白。我们发现,预测性能在不同的分类法上有很大的不同,最准确地预测病毒的地方,其次是原生生物和高等真核生物,而细菌和古细菌蛋白的准确性较低。这些趋势在预测因子之间是一致的。我们还发现当前的工具,除了flDPnn,努力再现无序区域的数量和大小的原生分布。此外,对来自AlphaFold2预测结构的两种疾病预测变体的分析显示,它们为古细菌产生了准确的残基水平倾向,细菌和原生生物。然而,它们在高等真核生物中表现不佳,并且通常难以准确识别无序区域。我们的结果激发了针对细菌和古细菌的新预测因子的开发,这些预测因子在残留物和区域水平上都能产生准确的结果。我们还强调需要将区域一级的评估纳入未来的评估。
    Intrinsic disorder predictors were evaluated in several studies including the two large CAID experiments. However, these studies are biased towards eukaryotic proteins and focus primarily on the residue-level predictions. We provide first-of-its-kind assessment that comprehensively covers the taxonomy and evaluates predictions at the residue and disordered region levels. We curate a benchmark dataset that uniformly covers eukaryotic, archaeal, bacterial, and viral proteins. We find that predictive performance differs substantially across taxonomy, where viruses are predicted most accurately, followed by protists and higher eukaryotes, while bacterial and archaeal proteins suffer lower levels of accuracy. These trends are consistent across predictors. We also find that current tools, except for flDPnn, struggle with reproducing native distributions of the numbers and sizes of the disordered regions. Moreover, analysis of two variants of disorder predictions derived from the AlphaFold2 predicted structures reveals that they produce accurate residue-level propensities for archaea, bacteria and protists. However, they underperform for higher eukaryotes and generally struggle to accurately identify disordered regions. Our results motivate development of new predictors that target bacteria and archaea and which produce accurate results at both residue and region levels. We also stress the need to include the region-level assessments in future assessments.
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  • 文章类型: Journal Article
    人维生素K环氧化物还原酶复合物(hVKORC1),一种将维生素K转化为血液凝固所需形式的关键酶,需要其氧化还原伙伴通过硫醇-二硫化物交换反应提供的还原当量进行活化。在此过程中组装的功能相关的分子复合物从未被描述过,除了与蛋白质二硫键异构酶(PDI)相关的hVKORC1的“前体”复合物的拟议从头模型。使用数值方法(计算机建模和分子动力学模拟),我们为共价或非共价结合的每个分子复合物生成了替代的3D模型.这些模型在PDI相对于hVKORC1的方向和参与形成蛋白质-蛋白质二硫键的半胱氨酸残基方面有所不同。基于对这些模型形状的比较分析,折叠,和构象动力学,最可能的推测复合物,模仿“前体”,\'中间\',和\'后继\'状态,被建议。此外,我们建议使用这些复合物来开发治疗血液疾病所必需的“全网络药物”。
    The human Vitamin K Epoxide Reductase Complex (hVKORC1), a key enzyme that converts vitamin K into the form necessary for blood clotting, requires for its activation the reducing equivalents supplied by its redox partner through thiol-disulphide exchange reactions. The functionally related molecular complexes assembled during this process have never been described, except for a proposed de novo model of a \'precursor\' complex of hVKORC1 associated with protein disulphide isomerase (PDI). Using numerical approaches (in silico modelling and molecular dynamics simulation), we generated alternative 3D models for each molecular complex bonded either covalently or non-covalently. These models differ in the orientation of the PDI relative to hVKORC1 and in the cysteine residue involved in forming protein-protein disulphide bonds. Based on a comparative analysis of these models\' shape, folding, and conformational dynamics, the most probable putative complexes, mimicking the \'precursor\', \'intermediate\', and \'successor\' states, were suggested. In addition, we propose using these complexes to develop the \'allo-network drugs\' necessary for treating blood diseases.
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  • 文章类型: Journal Article
    无序接头(DL)是促进相邻功能区域/结构域之间的移动的内在无序区域。有助于许多关键的细胞功能。最近完成的第二次蛋白质内在紊乱预测关键评估(CAID2)实验通过在预测已知具有DL的40种蛋白质时考虑相当狭窄的情况来评估DL预测。我们通过使用来自CAID2的近350种测试蛋白质的更大集合并调查三种不同的情况来扩展此评估:(1)DL中的预测残基与在非DL区域(DL预测因子的典型使用);(2)DL中残基的预测与其他无序残基(评估预测因子是否可以将DL中的残基与其他类型的固有无序残基区分开);(3)预测含有DL的蛋白质。我们发现,几种方法在第一种情况下提供了相对准确的DL预测。然而,只有一种方法,APOD,在其他类型的无序残基中准确识别DL(方案2)并预测含有DL的蛋白质(方案3)。我们还发现APOD的预测性能是适度的,推动进一步研究开发新的、更准确的DL预测因子。我们注意到,这些努力将受益于越来越多的训练数据和复杂的深度网络模型的可用性,并强调未来的方法应该在这三种情况下提供准确的结果。
    Disordered linkers (DLs) are intrinsically disordered regions that facilitate movement between adjacent functional regions/domains, contributing to many key cellular functions. The recently completed second Critical Assessments of protein Intrinsic Disorder prediction (CAID2) experiment evaluated DL predictions by considering a rather narrow scenario when predicting 40 proteins that are already known to have DLs. We expand this evaluation by using a much larger set of nearly 350 test proteins from CAID2 and by investigating three distinct scenarios: (1) prediction residues in DLs vs. in non-DL regions (typical use of DL predictors); (2) prediction of residues in DLs vs. other disordered residues (to evaluate whether predictors can differentiate residues in DLs from other types of intrinsically disordered residues); and (3) prediction of proteins harboring DLs. We find that several methods provide relatively accurate predictions of DLs in the first scenario. However, only one method, APOD, accurately identifies DLs among other types of disordered residues (scenario 2) and predicts proteins harboring DLs (scenario 3). We also find that APOD\'s predictive performance is modest, motivating further research into the development of new and more accurate DL predictors. We note that these efforts will benefit from a growing amount of training data and the availability of sophisticated deep network models and emphasize that future methods should provide accurate results across the three scenarios.
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  • 文章类型: Journal Article
    人维生素K环氧化物还原酶复合物(hVKORC1),一种将维生素K转化为血液凝固所需形式的关键酶,需要其氧化还原伙伴通过硫醇-二硫化物交换反应递送的还原当量来活化。腔环路(L-环路)是hVKORC1激活的主要介质,这是一个经常藏有许多错义突变的地区。四个L环hVKORC1突变体,在体外建议为抗性(A41S,H68Y)或完全不工作(S52W,W59R),通过数值方法(计算机模拟)在氧化状态下进行了研究。对每个突变体的DYNASOME和POCKETOME进行了表征,并与天然蛋白质进行了比较。最近被描述为由结构稳定的跨膜结构域(TMD)和固有无序的L环组成的模块蛋白,表现出准独立的动力学。突变体的DYNASOME表明,L-loop错义点突变不仅影响其折叠和动力学,还有TMD的,突出了这些结构域之间强烈的突变特异性相互依存。突变诱导效应的另一个结果体现在全局变化(几何,拓扑,和概率)新检测到的隐蔽袋以及L环与其氧化还原蛋白的识别特性的交替。根据我们的结果,我们假设(i)蛋白质内变构调节,(ii)每个突变体的固有变构调节和隐伏袋取决于其DYNASOME;(iii)hVKORC1(INTERACTOME)对氧化还原蛋白的识别取决于其DYNASOME。这种对蛋白质的多方面描述产生了“组学”数据集,对于理解蛋白质的生理过程和由各种“组学”水平的蛋白质性质改变引起的病理至关重要。此外,这种特征为血液疾病治疗所必需的“全网络药物”的开发开辟了新的前景。
    The human Vitamin K Epoxide Reductase Complex (hVKORC1), a key enzyme transforming vitamin K into the form necessary for blood clotting, requires for its activation the reducing equivalents delivered by its redox partner through thiol-disulfide exchange reactions. The luminal loop (L-loop) is the principal mediator of hVKORC1 activation, and it is a region frequently harbouring numerous missense mutations. Four L-loop hVKORC1 mutants, suggested in vitro as either resistant (A41S, H68Y) or completely inactive (S52W, W59R), were studied in the oxidised state by numerical approaches (in silico). The DYNASOME and POCKETOME of each mutant were characterised and compared to the native protein, recently described as a modular protein composed of the structurally stable transmembrane domain (TMD) and the intrinsically disordered L-loop, exhibiting quasi-independent dynamics. The DYNASOME of mutants revealed that L-loop missense point mutations impact not only its folding and dynamics, but also those of the TMD, highlighting a strong mutation-specific interdependence between these domains. Another consequence of the mutation-induced effects manifests in the global changes (geometric, topological, and probabilistic) of the newly detected cryptic pockets and the alternation of the recognition properties of the L-loop with its redox protein. Based on our results, we postulate that (i) intra-protein allosteric regulation and (ii) the inherent allosteric regulation and cryptic pockets of each mutant depend on its DYNASOME; and (iii) the recognition of the redox protein by hVKORC1 (INTERACTOME) depend on their DYNASOME. This multifaceted description of proteins produces \"omics\" data sets, crucial for understanding the physiological processes of proteins and the pathologies caused by alteration of the protein properties at various \"omics\" levels. Additionally, such characterisation opens novel perspectives for the development of \"allo-network drugs\" essential for the treatment of blood disorders.
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  • 文章类型: Journal Article
    蛋白质,尤其是真核生物,通常具有无序的域,并且可能包含相对空间排列分布的多个折叠域。MMMx集成建模和分析工具箱(https://github.com/gjeschke/MMMx)可以支持实验设计以表征此类蛋白质的分布式结构,从AlphaFold2预测或折叠域结构开始。可以参考随机卷曲模型或匹配环区域的残基特异性Ramachandran角分布的肽链来分析弱顺序,否则不受限制。链部分的均方端到端距离与其在相同序列长度的部分上的平均值的偏差揭示了链的局部压实或扩张。通过在惯性张量的主轴框架中叠加来可视化由无序链采样的形状。可以基于从集合宽度提取的相似性参数来比较不同大小和具有加权构象的集合。
    Proteins, especially of eukaryotes, often have disordered domains and may contain multiple folded domains whose relative spatial arrangement is distributed. The MMMx ensemble modeling and analysis toolbox (https://github.com/gjeschke/MMMx) can support the design of experiments to characterize the distributed structure of such proteins, starting from AlphaFold2 predictions or folded domain structures. Weak order can be analyzed with reference to a random coil model or to peptide chains that match the residue-specific Ramachandran angle distribution of the loop regions and are otherwise unrestrained. The deviation of the mean square end-to-end distance of chain sections from their average over sections of the same sequence length reveals localized compaction or expansion of the chain. The shape sampled by disordered chains is visualized by superposition in the principal axes frame of their inertia tensor. Ensembles of different sizes and with weighted conformers can be compared based on a similarity parameter that abstracts from the ensemble width.
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