Protein–protein interactions

蛋白质 - 蛋白质相互作用
  • 文章类型: Journal Article
    背景:农药抗性的广泛演变对当前的农业构成了重大挑战,需要发现具有新作用方式的分子。尽管付出了广泛的努力,几十年来,没有一种具有新作用方式的主要分子被商业化。大多数杀虫剂通过与目标酶上的特定口袋结合起作用,使单个靶位点突变赋予抗性。另一种方法是破坏蛋白质-蛋白质相互作用(PPI),这需要在两个相互作用的伴侣上发生互补突变才能发生抗性。因此,我们的目标是发现和设计小分子抑制剂,靶向PPI复合物的界面O-乙酰丝氨酸巯基水解酶(OASS)和丝氨酸乙酰转移酶(SAT),参与氨基酸半胱氨酸生物合成的关键强制性相互作用的植物酶。
    结果:通过在3000万个小分子的虚拟文库上采用计算机过滤技术,我们确定了能够结合OASS并干扰其与SAT衍生肽相互作用的初始命中,其半数最大抑制浓度(IC50)为34μm。随后,我们进行了分子化学优化,产生IC50值为4μm的早期铅分子(PJ4)。PJ4在有效浓度为4.6kgha-1的出苗前施用中成功抑制了拟南芥幼苗的发芽,并抑制了三叶草的生长。
    结论:本文所述的这些新化合物可以作为进一步优化为具有新作用模式的除草剂的有希望的线索。该技术可用于发现抑制所有害虫群体的新的作用模式的化学物质。©2024作者(S)。害虫管理科学由JohnWiley&SonsLtd代表化学工业学会出版。
    BACKGROUND: The widespread evolution of pesticide resistance poses a significant challenge to current agriculture, necessitating the discovery of molecules with new modes of action. Despite extensive efforts, no major molecules with new modes of action have been commercialized for decades. Most pesticides function by binding to specific pockets on target enzymes, enabling a single target site mutation to confer resistance. An alternative approach is the disruption of protein-protein interactions (PPI), which require complementary mutations on both interacting partners for resistance to occur. Thus, our aim is the discovery and design of small-molecule inhibitors that target the interface of the PPI complex of O-acetylserine sulfhydrylase (OASS) and serine acetyltransferase (SAT), key obligatory interacting plant enzymes involved in the biosynthesis of the amino acid cysteine.
    RESULTS: By employing in silico filtering techniques on a virtual library of 30 million small molecules, we identified initial hits capable of binding OASS and interfering with its interaction with a peptide derived from SAT with a half-maximal inhibitory concentration (IC50) of 34 μm. Subsequently, we conducted molecular chemical optimizations, generating an early lead molecule (PJ4) with an IC50 value of 4 μm. PJ4 successfully inhibited the germination of Arabidopsis thaliana seedlings and inhibited clover growth in a pre-emergence application at an effective concentration of 4.6 kg ha-1.
    CONCLUSIONS: These new compounds described herein can serve as promising leads for further optimization as herbicides with a new mode-of-action. This technology can be used for discovering new modes of action chemicals inhibiting all pest groups. © 2024 The Author(s). Pest Management Science published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.
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  • 文章类型: Journal Article
    在这项工作中,我们探索了突触核蛋白家族的三个成员的内在紊乱状态-α-,β-,和γ-突触核蛋白-并表明尽管所有三种人类突触核蛋白都是高度无序的,在γ-突触核蛋白中观察到最高水平的疾病。我们对人类突触核蛋白家族成员的氨基酸序列和建模3D结构的特殊性的分析揭示了病理突变A30P,E46K,H50Q,A53T,与帕金森病早期发病相关的A53E导致人类α-突触核蛋白局部紊乱倾向增加。对来自各种进化遥远物种的突触核蛋白进行基于序列的比较分析,并使用一组常用的生物信息学工具评估其内在紊乱水平,不管他们的起源,在这项研究中分析的突触核蛋白家族的所有成员都被预测为高度无序的蛋白质,表明它们的内在无序性质代表了进化保守的特征,因此具有重要的功能。利用一组常用的疾病分析工具对人类突触核蛋白家族成员的相互作用组中的蛋白质进行了详细的功能紊乱分析,结果表明,与人类β-和γ-突触核蛋白的相互作用组相比,人类α-突触核蛋白相互作用组具有相对较高的内在紊乱水平,相对于β-和γ-突触核蛋白相互作用,α-突触核蛋白相互作用物涉及更广泛的高度多样化的功能途径。尽管与三种人类突触核蛋白相互作用的蛋白质具有高度多样化的功能,这项分析还揭示了三种人类突触核蛋白的相互作用者参与了三种常见的功能途径,比如突触小泡周期,血清素能突触,和逆行内源性大麻素信号。一起来看,这些观察结果强调了人类突触核蛋白的内在紊乱及其在各种神经元过程中的相互作用者的重要性。
    In this work, we explored the intrinsic disorder status of the three members of the synuclein family of proteins-α-, β-, and γ-synucleins-and showed that although all three human synucleins are highly disordered, the highest levels of disorder are observed in γ-synuclein. Our analysis of the peculiarities of the amino acid sequences and modeled 3D structures of the human synuclein family members revealed that the pathological mutations A30P, E46K, H50Q, A53T, and A53E associated with the early onset of Parkinson\'s disease caused some increase in the local disorder propensity of human α-synuclein. A comparative sequence-based analysis of the synuclein proteins from various evolutionary distant species and evaluation of their levels of intrinsic disorder using a set of commonly used bioinformatics tools revealed that, irrespective of their origin, all members of the synuclein family analyzed in this study were predicted to be highly disordered proteins, indicating that their intrinsically disordered nature represents an evolutionary conserved and therefore functionally important feature. A detailed functional disorder analysis of the proteins in the interactomes of the human synuclein family members utilizing a set of commonly used disorder analysis tools showed that the human α-synuclein interactome has relatively higher levels of intrinsic disorder as compared with the interactomes of human β- and γ- synucleins and revealed that, relative to the β- and γ-synuclein interactomes, α-synuclein interactors are involved in a much broader spectrum of highly diversified functional pathways. Although proteins interacting with three human synucleins were characterized by highly diversified functionalities, this analysis also revealed that the interactors of three human synucleins were involved in three common functional pathways, such as the synaptic vesicle cycle, serotonergic synapse, and retrograde endocannabinoid signaling. Taken together, these observations highlight the critical importance of the intrinsic disorder of human synucleins and their interactors in various neuronal processes.
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  • 文章类型: Journal Article
    2019年底,一种新型冠状病毒的出现导致其被鉴定为SARS-CoV-2,从而加速了COVID-19大流行的爆发。对SARS-CoV-2进行了许多实验和计算研究,以了解其行为和模式。在这项研究中,分子动力学(MD)模拟用于比较SARS-CoV-2及其关注变体(VOC)-Alpha的行为,Beta,Gamma,Delta,和Omicron-与hACE2蛋白。对来自蛋白质数据库(PDB)的蛋白质结构进行比对,并使用嵌合体进行修整,专注于负责ACE2相互作用的受体结合域(RBD)。使用视觉分子动力学(VMD)和纳米级分子动力学(NAMD2)进行MD模拟,从这些模拟结果中提取了盐桥和氢键数据。从10ns模拟的最后5ns中提取的数据被可视化,提供对每个变体与ACE2相互作用的相对稳定性的见解。此外,计算了静电和疏水性蛋白质表面,可视化,并分析。我们全面的计算结果有助于药物发现和未来的疫苗设计,因为它们提供了有关蛋白质-蛋白质相互作用(PPI)中重要氨基酸的信息。我们的分析表明,原始和Omicron变体是两种结构上最相似的蛋白质。γ变体通过氢键与hACE2形成最强的相互作用,而Alpha和Delta形成最稳定的盐桥;Omicron由结合位点的正电势主导,这使得吸引hACE2受体变得容易;同时,原始的,Beta,Delta,和Omicron变体通过氢键和盐桥显示出不同水平的相互作用稳定性,这表明靶向治疗剂可以破坏这些关键的相互作用以预防SARS-CoV-2感染。
    In late 2019, the emergence of a novel coronavirus led to its identification as SARS-CoV-2, precipitating the onset of the COVID-19 pandemic. Many experimental and computational studies were performed on SARS-CoV-2 to understand its behavior and patterns. In this research, Molecular Dynamic (MD) simulation is utilized to compare the behaviors of SARS-CoV-2 and its Variants of Concern (VOC)-Alpha, Beta, Gamma, Delta, and Omicron-with the hACE2 protein. Protein structures from the Protein Data Bank (PDB) were aligned and trimmed for consistency using Chimera, focusing on the receptor-binding domain (RBD) responsible for ACE2 interaction. MD simulations were performed using Visual Molecular Dynamics (VMD) and Nanoscale Molecular Dynamics (NAMD2), and salt bridges and hydrogen bond data were extracted from the results of these simulations. The data extracted from the last 5 ns of the 10 ns simulations were visualized, providing insights into the comparative stability of each variant\'s interaction with ACE2. Moreover, electrostatics and hydrophobic protein surfaces were calculated, visualized, and analyzed. Our comprehensive computational results are helpful for drug discovery and future vaccine designs as they provide information regarding the vital amino acids in protein-protein interactions (PPIs). Our analysis reveals that the Original and Omicron variants are the two most structurally similar proteins. The Gamma variant forms the strongest interaction with hACE2 through hydrogen bonds, while Alpha and Delta form the most stable salt bridges; the Omicron is dominated by positive potential in the binding site, which makes it easy to attract the hACE2 receptor; meanwhile, the Original, Beta, Delta, and Omicron variants show varying levels of interaction stability through both hydrogen bonds and salt bridges, indicating that targeted therapeutic agents can disrupt these critical interactions to prevent SARS-CoV-2 infection.
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  • 文章类型: Journal Article
    SARS-CoV-2变体的动态演变需要治疗策略的不断进步。尽管有像bebtelovimab这样的单克隆抗体(mAb)疗法的前景,关于抗性突变的担忧仍然存在,特别是受体结合域(RBD)中的单-多点突变。我们的研究通过采用界面指导的计算蛋白质设计来预测潜在的bebtelovimab抗性突变来解决这一问题。通过广泛的物理化学分析,突变偏好,精确召回指标,蛋白质-蛋白质对接,和能量分析,结合全原子,和粗粒度分子动力学(MD)模拟,我们阐明了bebtelovimab-RBD复合物的结构动力学结合特征。在正选择压力下鉴定敏感的RBD残基,再加上对bebtelovimab逃逸突变的验证,临床报道的耐药突变,和病毒基因组序列增强了我们发现的翻译意义,并有助于更好地理解SARS-CoV-2的抗性机制。
    The dynamic evolution of SARS-CoV-2 variants necessitates ongoing advancements in therapeutic strategies. Despite the promise of monoclonal antibody (mAb) therapies like bebtelovimab, concerns persist regarding resistance mutations, particularly single-to-multipoint mutations in the receptor-binding domain (RBD). Our study addresses this by employing interface-guided computational protein design to predict potential bebtelovimab-resistance mutations. Through extensive physicochemical analysis, mutational preferences, precision-recall metrics, protein-protein docking, and energetic analyses, combined with all-atom, and coarse-grained molecular dynamics (MD) simulations, we elucidated the structural-dynamics-binding features of the bebtelovimab-RBD complexes. Identification of susceptible RBD residues under positive selection pressure, coupled with validation against bebtelovimab-escape mutations, clinically reported resistance mutations, and viral genomic sequences enhances the translational significance of our findings and contributes to a better understanding of the resistance mechanisms of SARS-CoV-2.
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  • 文章类型: Journal Article
    病毒感染的结果取决于宿主生理和病毒之间复杂的相互作用。通过许多蛋白质-蛋白质相互作用介导。在之前的研究中,我们使用高通量酵母双杂交(HT-Y2H)来鉴定拟南芥中与萝卜花叶病毒(TuMV)基因组编码的蛋白质结合的蛋白质。此外,在防御相关或前病毒基因突变的植物中TuMV谱系的实验进化之后,在进化病毒中观察到的大多数突变都会影响VPg顺反子。在这些突变中,D113G是在不同植物基因型的许多谱系中选择的趋同突变,包括系统获得性耐药组成型表达的cpr5-2。相比之下,突变R118H特别出现在jin1突变体中,茉莉酸信号受到影响。使用HT-Y2H系统,我们分析了这两种突变对VPg与植物蛋白相互作用的影响。有趣的是,两种突变都严重损害了VPg与翻译起始因子eIF(iso)4E的相互作用,对于足月病毒感染至关重要的相互作用物。此外,突变D113G,但不是R118H,对与RHD1的相互作用产生不利影响,RHD1是一种参与调节DNA去甲基化的锌指同源域转录因子。我们的结果表明RHD1增强了植物对TuMV感染的耐受性。我们还在广泛的病毒进化背景下讨论了我们的发现。
    The outcome of a viral infection depends on a complex interplay between the host physiology and the virus, mediated through numerous protein-protein interactions. In a previous study, we used high-throughput yeast two-hybrid (HT-Y2H) to identify proteins in Arabidopsis thaliana that bind to the proteins encoded by the turnip mosaic virus (TuMV) genome. Furthermore, after experimental evolution of TuMV lineages in plants with mutations in defense-related or proviral genes, most mutations observed in the evolved viruses affected the VPg cistron. Among these mutations, D113G was a convergent mutation selected in many lineages across different plant genotypes, including cpr5-2 with constitutive expression of systemic acquired resistance. In contrast, mutation R118H specifically emerged in the jin1 mutant with affected jasmonate signaling. Using the HT-Y2H system, we analyzed the impact of these two mutations on VPg\'s interaction with plant proteins. Interestingly, both mutations severely compromised the interaction of VPg with the translation initiation factor eIF(iso)4E, a crucial interactor for potyvirus infection. Moreover, mutation D113G, but not R118H, adversely affected the interaction with RHD1, a zinc-finger homeodomain transcription factor involved in regulating DNA demethylation. Our results suggest that RHD1 enhances plant tolerance to TuMV infection. We also discuss our findings in a broad virus evolution context.
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  • 文章类型: Journal Article
    非洲猪瘟病毒(ASFV)是猪中通常致命的疾病,对猪的牲畜和猪的生产者构成威胁。其复杂的基因组包含150多个编码区,由于缺乏有关病毒蛋白质功能和病毒蛋白质之间以及病毒与宿主蛋白质之间的蛋白质-蛋白质相互作用的基本知识,因此开发针对该病毒的有效疫苗仍然是一项挑战。在这项工作中,我们使用人工智能驱动的蛋白质结构预测工具鉴定了ASFV-ASFV蛋白质-蛋白质相互作用(PPIs).我们将PPI鉴定工作流程以痘苗病毒为基准,一种被广泛研究的核质大DNA病毒,并发现它可以识别金标准的PPI,这些PPI已经在全基因组计算筛选中在体外得到了验证。我们将此工作流程应用于超过18,000个ASFV蛋白的成对组合,并能够鉴定出17个新型PPI,其中许多已经证实了它们的蛋白质-蛋白质相互作用的实验或生物信息学证据,进一步验证其相关性。两种蛋白质-蛋白质相互作用,I267L和I8L,I267L__I8L,和B175L和DP79L,B175L__DP79L,是涉及已知调节宿主免疫应答的病毒蛋白的新型PPI。
    The African swine fever virus (ASFV) is an often deadly disease in swine and poses a threat to swine livestock and swine producers. With its complex genome containing more than 150 coding regions, developing effective vaccines for this virus remains a challenge due to a lack of basic knowledge about viral protein function and protein-protein interactions between viral proteins and between viral and host proteins. In this work, we identified ASFV-ASFV protein-protein interactions (PPIs) using artificial intelligence-powered protein structure prediction tools. We benchmarked our PPI identification workflow on the Vaccinia virus, a widely studied nucleocytoplasmic large DNA virus, and found that it could identify gold-standard PPIs that have been validated in vitro in a genome-wide computational screening. We applied this workflow to more than 18,000 pairwise combinations of ASFV proteins and were able to identify seventeen novel PPIs, many of which have corroborating experimental or bioinformatic evidence for their protein-protein interactions, further validating their relevance. Two protein-protein interactions, I267L and I8L, I267L__I8L, and B175L and DP79L, B175L__DP79L, are novel PPIs involving viral proteins known to modulate host immune response.
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  • 文章类型: Journal Article
    Ezrin/Radixin/Moesin(ERM)蛋白质家族充当质膜和肌动蛋白细胞骨架之间的交联剂。这种机制在与膜重塑和组织相关的过程中起着至关重要的作用,如细胞极化,形态发生和粘附,以及膜蛋白运输和信号通路。对于几种人类水通道蛋白(AQP)亚型,ezrin带之间的相互作用四点一,Ezrin,Radixin,Moesin(FERM)-结构域和AQPC-末端已被证明,这被认为是重要的AQP定位在质膜。这里,我们研究了ezrin与两个人AQP之间相互作用的结构基础:AQP2和AQP5。使用微型热泳,我们表明,全长AQP2和AQP5以及与其C末端相对应的肽与ezrinFERM结构域相互作用,亲和力在低微摩尔范围内。使用ColabFold对AQP2和AQP5FERM复合物进行建模揭示了一种常见的结合模式,其中AQPC末端的近端和远端部分同时与FERM的不同结合位点结合。虽然每个位点的相互作用与其他FERM复合物非常相似,仅在膜蛋白与其C末端之间的复合物中观察到与两个位点的同时相互作用,这引起了自抑制。因此,所提出的AQP2/AQP5与FERM之间的相互作用代表了一种外在ERM相互作用伴侣的新型结合模式。
    The Ezrin/Radixin/Moesin (ERM) family of proteins act as cross-linkers between the plasma membrane and the actin cytoskeleton. This mechanism plays an essential role in processes related to membrane remodeling and organization, such as cell polarization, morphogenesis and adhesion, as well as in membrane protein trafficking and signaling pathways. For several human aquaporin (AQP) isoforms, an interaction between the ezrin band Four-point-one, Ezrin, Radixin, Moesin (FERM)-domain and the AQP C-terminus has been demonstrated, and this is believed to be important for AQP localization in the plasma membrane. Here, we investigate the structural basis for the interaction between ezrin and two human AQPs: AQP2 and AQP5. Using microscale thermophoresis, we show that full-length AQP2 and AQP5 as well as peptides corresponding to their C-termini interact with the ezrin FERM-domain with affinities in the low micromolar range. Modelling of the AQP2 and AQP5 FERM complexes using ColabFold reveals a common mode of binding in which the proximal and distal parts of the AQP C-termini bind simultaneously to distinct binding sites of FERM. While the interaction at each site closely resembles other FERM-complexes, the concurrent interaction with both sites has only been observed in the complex between moesin and its C-terminus which causes auto-inhibition. The proposed interaction between AQP2/AQP5 and FERM thus represents a novel binding mode for extrinsic ERM-interacting partners.
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  • 文章类型: Journal Article
    Translesion合成(TLS)是真核细胞利用的DNA损伤耐受性机制,可在阻碍高保真复制机制的病变中复制DNA。在TLS中,使用一系列专门的DNA聚合酶,识别特定的DNA损伤,插入核苷酸穿过损伤,并扩展扭曲的引物模板。这允许细胞以突变为代价来保持遗传完整性。在人类中,TLS酶包括Y家族,插入聚合酶,Poln,Poli,波尔κ,Rev1和B家族扩展聚合酶Polζ,而在酿酒酵母中只有Poln,存在Rev1和Polz。为了绕过DNA损伤,TLS聚合酶合作,组装成一个复杂的真核滑动夹具,PCNA,称为TLS突变组。突变体组装取决于TLS酶的模块化结构域和亚基之间的蛋白质-蛋白质相互作用(PPI),以及它们与PCNA和DNA的相互作用。虽然TLS聚合酶和PPIs各自模块绕过DNA损伤的结构机制是众所周知的,他们在TLS复合体的背景下合作的机制仍然难以捉摸。这篇综述着重于TLS聚合酶的结构研究,并描述了从最近的高分辨率Cryo-EM研究中出现的TLS全酶组装体的作用情况。
    Translesion synthesis (TLS) is a mechanism of DNA damage tolerance utilized by eukaryotic cells to replicate DNA across lesions that impede the high-fidelity replication machinery. In TLS, a series of specialized DNA polymerases are employed, which recognize specific DNA lesions, insert nucleotides across the damage, and extend the distorted primer-template. This allows cells to preserve genetic integrity at the cost of mutations. In humans, TLS enzymes include the Y-family, inserter polymerases, Polη, Polι, Polκ, Rev1, and the B-family extender polymerase Polζ, while in S. cerevisiae only Polη, Rev1, and Polζ are present. To bypass DNA lesions, TLS polymerases cooperate, assembling into a complex on the eukaryotic sliding clamp, PCNA, termed the TLS mutasome. The mutasome assembly is contingent on protein-protein interactions (PPIs) between the modular domains and subunits of TLS enzymes, and their interactions with PCNA and DNA. While the structural mechanisms of DNA lesion bypass by the TLS polymerases and PPIs of their individual modules are well understood, the mechanisms by which they cooperate in the context of TLS complexes have remained elusive. This review focuses on structural studies of TLS polymerases and describes the case of TLS holoenzyme assemblies in action emerging from recent high-resolution Cryo-EM studies.
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  • 文章类型: Journal Article
    细胞周期蛋白依赖性激酶1(CDK1)的ATP依赖性磷酸化活性,细胞周期进程中必不可少的酶,受与细胞周期蛋白B的相互作用调节,基材,和Cks蛋白。我们最近表明,CDK1中的活性位点乙酰化消除了与Cyclin-B的结合,这使得催化位点与蛋白质-蛋白质相互作用(PPI)界面之间的远距离交流变得有趣。现在,我们通过原子分子动力学(MD)模拟证明了CDK1活性位点及其所有三个PPI界面之间的一般变构联系。具体来说,我们检查了天然非乙酰化(K33wt)和乙酰化(K33Ac)形式以及模拟乙酰基K33Q和无乙酰基K33R突变体形式的ATP结合自由能对CDK1的影响。在体外是可以接近的。与实验一致,相对于其他三种扰动状态,K33wt中的ATP结合更强。自由能分解揭示,除了预期的局部变化,来自αC$$\\αC$$$-螺旋对K33的ATP结合/扰动的显着和选择性非局部熵响应,激活循环(A循环),和CDK1中与Cyclin-B接口的αG$$\\alphaG$$-α$$H段,基材,和Cks蛋白质,分别。统计分析表明,虽然蛋白质片段对活性位点扰动的熵响应平均与它们的动态变化相关,这种相关性在大约9%-48%的数据集中丢失,这取决于片段。除了证明活动站点和CDK1:Cyclin-B接口之间的双向通信之外,我们的研究揭示了CDK1中多个PPI界面对ATP结合调节的一种迄今未知的模式.
    The ATP-dependent phosphorylation activity of cyclin-dependent kinase 1 (CDK1), an essential enzyme for cell cycle progression, is regulated by interactions with Cyclin-B, substrate, and Cks proteins. We have recently shown that active site acetylation in CDK1 abrogated binding to Cyclin-B which posits an intriguing long-range communication between the catalytic site and the protein-protein interaction (PPI) interface. Now, we demonstrate a general allosteric link between the CDK1 active site and all three of its PPI interfaces through atomistic molecular dynamics (MD) simulations. Specifically, we examined ATP binding free energies to CDK1 in native nonacetylated (K33wt) and acetylated (K33Ac) forms as well as the acetyl-mimic K33Q and the acetyl-null K33R mutant forms, which are accessible in vitro. In agreement with experiments, ATP binding is stronger in K33wt relative to the other three perturbed states. Free energy decomposition reveals, in addition to expected local changes, significant and selective nonlocal entropic responses to ATP binding/perturbation of K33 from the αC $$ \\alpha C $$ -helix, activation loop (A-loop), and αG $$ \\alpha G $$ - α $$ \\alpha $$ H segments in CDK1 which interface with Cyclin-B, substrate, and Cks proteins, respectively. Statistical analysis reveals that while entropic responses of protein segments to active site perturbations are on average correlated with their dynamical changes, such correlations are lost in about 9%-48% of the dataset depending on the segment. Besides proving the bi-directional communication between the active site and the CDK1:Cyclin-B interface, our study uncovers a hitherto unknown mode of ATP binding regulation by multiple PPI interfaces in CDK1.
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  • 文章类型: Journal Article
    微小蛋白构成了开发结构要求高的功能分子的良好基础。腾飞的homeodomain,一种含有三螺旋的小蛋白,用作构建程序性细胞死亡蛋白1/程序性死亡配体1(PD-1/PD-L1)相互作用抑制剂的支架。PD-L1结合剂最初使用计算机辅助方法设计,随后迭代优化。使用圆二色性光谱法评估每种获得的微小蛋白的构象稳定性,表明可以引入许多突变。在适合分子靶标的抑制剂处相当大的疏水表面的形成强加了掺入另外的带电氨基酸残基以保持其适当溶解度的必要性。最后,小蛋白有效结合PD-L1(KD=51.4nM),在基于细胞的研究中抑制PD-1/PD-L1相互作用,EC50=3.9μM,被发现了。
    Miniproteins constitute an excellent basis for the development of structurally demanding functional molecules. The engrailed homeodomain, a three-helix-containing miniprotein, was applied as a scaffold for constructing programmed cell death protein 1/programmed death-ligand 1 (PD-1/PD-L1) interaction inhibitors. PD-L1 binders were initially designed using the computer-aided approach and subsequently optimized iteratively. The conformational stability was assessed for each obtained miniprotein using circular dichroism spectroscopy, indicating that numerous mutations could be introduced. The formation of a sizable hydrophobic surface at the inhibitor that fits the molecular target imposed the necessity for the incorporation of additional charged amino acid residues to retain its appropriate solubility. Finally, the miniprotein effectively binding to PD-L1 (KD = 51.4 nM) that inhibits PD-1/PD-L1 interaction in cell-based studies with EC50 = 3.9 μM, was discovered.
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