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Arbitrary protein-protein docking targets biologically relevant interfaces. 任意蛋白质-蛋白质对接目标是生物学相关的界面。
Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2012-05-06 DOI: 10.1186/2046-1682-5-7
Juliette Martin, Richard Lavery

Background: Protein-protein recognition is of fundamental importance in the vast majority of biological processes. However, it has already been demonstrated that it is very hard to distinguish true complexes from false complexes in so-called cross-docking experiments, where binary protein complexes are separated and the isolated proteins are all docked against each other and scored. Does this result, at least in part, reflect a physical reality? False complexes could reflect possible nonspecific or weak associations.

Results: In this paper, we investigate the twilight zone of protein-protein interactions, building on an interesting outcome of cross-docking experiments: false complexes seem to favor residues from the true interaction site, suggesting that randomly chosen partners dock in a non-random fashion on protein surfaces. Here, we carry out arbitrary docking of a non-redundant data set of 198 proteins, with more than 300 randomly chosen "probe" proteins. We investigate the tendency of arbitrary partners to aggregate at localized regions of the protein surfaces, the shape and compositional bias of the generated interfaces, and the potential of this property to predict biologically relevant binding sites. We show that the non-random localization of arbitrary partners after protein-protein docking is a generic feature of protein structures. The interfaces generated in this way are not systematically planar or curved, but tend to be closer than average to the center of the proteins. These results can be used to predict biological interfaces with an AUC value up to 0.69 alone, and 0.72 when used in combination with evolutionary information. An appropriate choice of random partners and number of docking models make this method computationally practical. It is also noted that nonspecific interfaces can point to alternate interaction sites in the case of proteins with multiple interfaces. We illustrate the usefulness of arbitrary docking using PEBP (Phosphatidylethanolamine binding protein), a kinase inhibitor with multiple partners.

Conclusions: An approach using arbitrary docking, and based solely on physical properties, can successfully identify biologically pertinent protein interfaces.

背景:蛋白质-蛋白质识别在绝大多数生物过程中具有重要的基础作用。然而,已经证明,在所谓的交叉对接实验中,很难区分真正的复合物和假的复合物,在交叉对接实验中,二元蛋白质复合物被分离,分离的蛋白质都相互对接并评分。这个结果,至少在一定程度上,反映了物理现实吗?假复合物可能反映可能的非特异性或弱关联。结果:在本文中,我们基于交叉对接实验的一个有趣结果,研究了蛋白质-蛋白质相互作用的模糊区域:假复合物似乎倾向于来自真正相互作用位点的残基,这表明随机选择的伙伴以非随机的方式停靠在蛋白质表面。在这里,我们将198个蛋白质的非冗余数据集与300多个随机选择的“探针”蛋白质进行任意对接。我们研究了任意伴侣聚集在蛋白质表面局部区域的趋势,生成的界面的形状和组成偏差,以及这种特性预测生物相关结合位点的潜力。我们证明了蛋白质对接后任意伴侣的非随机定位是蛋白质结构的一个普遍特征。以这种方式产生的界面不是系统的平面或弯曲,而是比平均更接近蛋白质的中心。这些结果可用于预测生物界面,其AUC值高达0.69,当与进化信息结合使用时,AUC值为0.72。适当选择随机伙伴和对接模型的数量使该方法具有计算上的实用性。还注意到,在具有多个界面的蛋白质的情况下,非特异性界面可以指向替代相互作用位点。我们说明了使用PEBP(磷脂酰乙醇胺结合蛋白)任意对接的有效性,PEBP是一种具有多个伙伴的激酶抑制剂。结论:使用任意对接的方法,仅基于物理性质,可以成功地识别生物学相关的蛋白质界面。
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引用次数: 35
Membrane microdomains emergence through non-homogeneous diffusion. 膜微域是通过非均匀扩散产生的。
Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2012-04-30 DOI: 10.1186/2046-1682-5-6
Hédi A Soula, Antoine Coulon, Guillaume Beslon

Unlabelled:

Background: In the classical view, cell membrane proteins undergo isotropic random motion, that is a 2D Brownian diffusion that should result in an homogeneous distribution of concentration. It is, however, far from the reality: Membrane proteins can assemble into so-called microdomains (sometimes called lipid rafts) which also display a specific lipid composition. We propose a simple mechanism that is able to explain the colocalization of protein and lipid rafts.

Results: Using very simple mathematical models and particle simulations, we show that a variation of membrane viscosity directly leads to variation of the local concentration of diffusive particles. Since specific lipid phases in the membrane can account for diffusion variation, we show that, in such a situation, the freely diffusing proteins (or any other component) still undergo a Brownian motion but concentrate in areas of lower diffusion. The amount of this so-called overconcentration at equilibrium issimply related to the ratio of diffusion coefficients between zones of high and low diffusion. Expanding the model to include particle interaction, we show that inhomogeneous diffusion can impact particles clusterization as well. The clusters of particles were more numerous and appear for a lower value of interaction strength in the zones of low diffusion compared to zones of high diffusion.

Conclusion: Provided we assume stable viscosity heterogeneity in the membrane, our model propose a simple mechanism to explain particle concentration heterogeneity. It has also a non-trivial impact on density of particles when interaction is added. This could potentially have an impact on membrane chemical reactions and oligomerization.

背景:在经典观点中,细胞膜蛋白经历各向同性随机运动,即二维布朗扩散,应导致浓度均匀分布。然而,这与现实相差甚远:膜蛋白可以组装成所谓的微结构域(有时称为脂筏),也显示出特定的脂质组成。我们提出了一种简单的机制,可以解释蛋白质和脂质筏的共定位。结果:通过非常简单的数学模型和粒子模拟,我们发现膜粘度的变化直接导致局部扩散粒子浓度的变化。由于膜中的特定脂质相可以解释扩散变化,我们表明,在这种情况下,自由扩散的蛋白质(或任何其他成分)仍然经历布朗运动,但集中在较低扩散的区域。这种所谓的平衡态过浓的量仅仅与高扩散区和低扩散区之间的扩散系数之比有关。将模型扩展到粒子相互作用,我们发现不均匀扩散也会影响粒子的聚类。与高扩散区相比,低扩散区颗粒团簇数量更多,相互作用强度值更低。结论:假设膜内黏度不均一性稳定,我们的模型提供了一个简单的机制来解释颗粒浓度不均一性。当加入相互作用时,它对粒子密度也有不小的影响。这可能会对膜化学反应和寡聚化产生潜在影响。
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引用次数: 12
Fluorescence anisotropy of diphenylhexatriene and its cationic Trimethylamino derivative in liquid dipalmitoylphosphatidylcholine liposomes: opposing responses to isoflurane. 液体双棕榈酰基磷脂酰胆碱脂质体中二苯己三烯及其阳离子三甲胺衍生物的荧光各向异性:对异氟醚的相反反应。
Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2012-03-24 DOI: 10.1186/2046-1682-5-5
Steven C Nelson, Steven K Neeley, Eric D Melonakos, John D Bell, David D Busath

Background: The mechanism of action of volatile general anesthetics has not yet been resolved. In order to identify the effects of isoflurane on the membrane, we measured the steady-state anisotropy of two fluorescent probes that reside at different depths. Incorporation of anesthetic was confirmed by shifting of the main phase transition temperature.

Results: In liquid crystalline dipalmitoylphosphatidylcholine liposomes, isoflurane (7-25 mM in the bath) increases trimethylammonium-diphenylhexatriene fluorescence anisotropy by ~0.02 units and decreases diphenylhexatriene anisotropy by the same amount.

Conclusions: The anisotropy data suggest that isoflurane decreases non-axial dye mobility in the headgroup region, while increasing it in the tail region. We propose that these results reflect changes in the lateral pressure profile of the membrane.

背景:挥发性全麻的作用机制尚未明确。为了确定异氟醚对膜的影响,我们测量了驻留在不同深度的两个荧光探针的稳态各向异性。通过主相变温度的变化来证实麻醉剂的掺入。结果:在液晶双棕榈酰磷脂酰胆碱脂质体中,异氟醚(7 ~ 25 mM)使三甲铵-二苯六烯荧光各向异性增加~0.02单位,使二苯六烯各向异性降低~0.02单位。结论:各向异性数据表明,异氟醚降低了头部区域的非轴向染料迁移率,而增加了尾部区域的非轴向染料迁移率。我们认为这些结果反映了膜侧压力分布的变化。
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引用次数: 11
APM_GUI: analyzing particle movement on the cell membrane and determining confinement. APM_GUI:分析颗粒在细胞膜上的运动并确定约束。
Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2012-02-20 DOI: 10.1186/2046-1682-5-4
Silvia A Menchón, Mauricio G Martín, Carlos G Dotti

Background: Single-particle tracking is a powerful tool for tracking individual particles with high precision. It provides useful information that allows the study of diffusion properties as well as the dynamics of movement. Changes in particle movement behavior, such as transitions between Brownian motion and temporary confinement, can reveal interesting biophysical interactions. Although useful applications exist to determine the paths of individual particles, only a few software implementations are available to analyze these data, and these implementations are generally not user-friendly and do not have a graphical interface,.

Results: Here, we present APM_GUI (Analyzing Particle Movement), which is a MatLab-implemented application with a Graphical User Interface. This user-friendly application detects confined movement considering non-random confinement when a particle remains in a region longer than a Brownian diffusant would remain. In addition, APM_GUI exports the results, which allows users to analyze this information using software that they are familiar with.

Conclusions: APM_GUI provides an open-source tool that quantifies diffusion coefficients and determines whether trajectories have non-random confinements. It also offers a simple and user-friendly tool that can be used by individuals without programming skills.

背景:单粒子跟踪是一种高精度跟踪单个粒子的强大工具。它提供了有用的信息,允许研究扩散特性以及运动动力学。粒子运动行为的变化,如布朗运动和临时约束之间的转变,可以揭示有趣的生物物理相互作用。虽然存在有用的应用程序来确定单个粒子的路径,但只有少数软件实现可用于分析这些数据,而且这些实现通常不是用户友好的,也没有图形界面。在这里,我们提出了APM_GUI(分析粒子运动),这是一个具有图形用户界面的matlab实现的应用程序。这个用户友好的应用程序检测限制运动考虑非随机约束时,粒子在一个区域停留的时间比布朗扩散剂将保持更长。此外,APM_GUI导出结果,允许用户使用他们熟悉的软件分析这些信息。结论:APM_GUI提供了一个量化扩散系数并确定轨迹是否具有非随机限制的开源工具。它还提供了一个简单且用户友好的工具,可供没有编程技能的个人使用。
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引用次数: 12
Clustering of HIV-1 Subtypes Based on gp120 V3 Loop electrostatic properties. 基于 gp120 V3 环静电特性的 HIV-1 亚型聚类。
Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2012-02-07 DOI: 10.1186/2046-1682-5-3
Aliana López de Victoria, Chris A Kieslich, Apostolos K Rizos, Elias Krambovitis, Dimitrios Morikis

Background: The V3 loop of the glycoprotein gp120 of HIV-1 plays an important role in viral entry into cells by utilizing as coreceptor CCR5 or CXCR4, and is implicated in the phenotypic tropisms of HIV viruses. It has been hypothesized that the interaction between the V3 loop and CCR5 or CXCR4 is mediated by electrostatics. We have performed hierarchical clustering analysis of the spatial distributions of electrostatic potentials and charges of V3 loop structures containing consensus sequences of HIV-1 subtypes.

Results: Although the majority of consensus sequences have a net charge of +3, the spatial distribution of their electrostatic potentials and charges may be a discriminating factor for binding and infectivity. This is demonstrated by the formation of several small subclusters, within major clusters, which indicates common origin but distinct spatial details of electrostatic properties. Some of this information may be present, in a coarse manner, in clustering of sequences, but the spatial details are largely lost. We show the effect of ionic strength on clustering of electrostatic potentials, information that is not present in clustering of charges or sequences. We also make correlations between clustering of electrostatic potentials and net charge, coreceptor selectivity, global prevalence, and geographic distribution. Finally, we interpret coreceptor selectivity based on the N6X7T8|S8X9 sequence glycosylation motif, the specific positive charge location according to the 11/24/25 rule, and the overall charge and electrostatic potential distribution.

Conclusions: We propose that in addition to the sequence and the net charge of the V3 loop of each subtype, the spatial distributions of electrostatic potentials and charges may also be important factors for receptor recognition and binding and subsequent viral entry into cells. This implies that the overall electrostatic potential is responsible for long-range recognition of the V3 loop with coreceptors CCR5/CXCR4, whereas the charge distribution contributes to the specific short-range interactions responsible for the formation of the bound complex. We also propose a scheme for coreceptor selectivity based on the sequence glycosylation motif, the 11/24/25 rule, and net charge.

背景:HIV-1 糖蛋白 gp120 的 V3 环作为核心受体 CCR5 或 CXCR4,在病毒进入细胞过程中发挥着重要作用,并与 HIV 病毒的表型趋向有关。据推测,V3 环和 CCR5 或 CXCR4 之间的相互作用是由静电介导的。我们对含有 HIV-1 亚型共识序列的 V3 环结构的静电位和电荷的空间分布进行了分层聚类分析:尽管大多数共识序列的净电荷为+3,但其静电位和电荷的空间分布可能是影响结合力和感染力的一个鉴别因素。这表现为在主要聚类中形成了几个小的亚聚类,这表明静电特性具有共同的起源和独特的空间细节。其中一些信息可能以粗略的方式存在于序列的聚类中,但空间细节却在很大程度上丢失了。我们展示了离子强度对静电电势聚类的影响,这些信息在电荷或序列聚类中并不存在。我们还将静电位聚类与净电荷、核心受体选择性、全球流行程度和地理分布联系起来。最后,我们根据 N6X7T8|S8X9 序列糖基化图案、根据 11/24/25 规则的特定正电荷位置以及整体电荷和静电位分布来解释核心受体的选择性:我们认为,除了各亚型 V3 环的序列和净电荷外,静电位和电荷的空间分布也可能是受体识别和结合以及病毒随后进入细胞的重要因素。这意味着整体静电位负责 V3 环与核心受体 CCR5/CXCR4 的长程识别,而电荷分布则有助于形成结合复合物的特定短程相互作用。我们还提出了一种基于序列糖基化基团、11/24/25 规则和净电荷的核心受体选择性方案。
{"title":"Clustering of HIV-1 Subtypes Based on gp120 V3 Loop electrostatic properties.","authors":"Aliana López de Victoria, Chris A Kieslich, Apostolos K Rizos, Elias Krambovitis, Dimitrios Morikis","doi":"10.1186/2046-1682-5-3","DOIUrl":"10.1186/2046-1682-5-3","url":null,"abstract":"<p><strong>Background: </strong>The V3 loop of the glycoprotein gp120 of HIV-1 plays an important role in viral entry into cells by utilizing as coreceptor CCR5 or CXCR4, and is implicated in the phenotypic tropisms of HIV viruses. It has been hypothesized that the interaction between the V3 loop and CCR5 or CXCR4 is mediated by electrostatics. We have performed hierarchical clustering analysis of the spatial distributions of electrostatic potentials and charges of V3 loop structures containing consensus sequences of HIV-1 subtypes.</p><p><strong>Results: </strong>Although the majority of consensus sequences have a net charge of +3, the spatial distribution of their electrostatic potentials and charges may be a discriminating factor for binding and infectivity. This is demonstrated by the formation of several small subclusters, within major clusters, which indicates common origin but distinct spatial details of electrostatic properties. Some of this information may be present, in a coarse manner, in clustering of sequences, but the spatial details are largely lost. We show the effect of ionic strength on clustering of electrostatic potentials, information that is not present in clustering of charges or sequences. We also make correlations between clustering of electrostatic potentials and net charge, coreceptor selectivity, global prevalence, and geographic distribution. Finally, we interpret coreceptor selectivity based on the N6X7T8|S8X9 sequence glycosylation motif, the specific positive charge location according to the 11/24/25 rule, and the overall charge and electrostatic potential distribution.</p><p><strong>Conclusions: </strong>We propose that in addition to the sequence and the net charge of the V3 loop of each subtype, the spatial distributions of electrostatic potentials and charges may also be important factors for receptor recognition and binding and subsequent viral entry into cells. This implies that the overall electrostatic potential is responsible for long-range recognition of the V3 loop with coreceptors CCR5/CXCR4, whereas the charge distribution contributes to the specific short-range interactions responsible for the formation of the bound complex. We also propose a scheme for coreceptor selectivity based on the sequence glycosylation motif, the 11/24/25 rule, and net charge.</p>","PeriodicalId":9045,"journal":{"name":"BMC Biophysics","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2012-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3295656/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"30442638","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Protein dynamics at Eph receptor-ligand interfaces as revealed by crystallography, NMR and MD simulations. 通过晶体学、核磁共振和MD模拟揭示了Eph受体-配体界面的蛋白质动力学。
Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2012-01-25 DOI: 10.1186/2046-1682-5-2
Haina Qin, Liangzhong Lim, Jianxing Song

Background: The role of dynamics in protein functions including signal transduction is just starting to be deciphered. Eph receptors with 16 members divided into A- and B- subclasses are respectively activated by 9 A- and B-ephrin ligands. EphA4 is the only receptor capable of binding to all 9 ephrins and small molecules with overlapped interfaces.

Results: We first determined the structures of the EphA4 ligand binding domain (LBD) in two crystals of P1 space group. Noticeably, 8 EphA4 molecules were found in one asymmetric unit and consequently from two crystals we obtained 16 structures, which show significant conformational variations over the functionally critical A-C, D-E, G-H and J-K loops. The 16 new structures, together with previous 9 ones, can be categorized into two groups: closed and open forms which resemble the uncomplexed and complexed structures of the EphA4 LBD respectively. To assess whether the conformational diversity over the loops primarily results from the intrinsic dynamics, we initiated 30-ns molecular dynamics (MD) simulations for both closed and open forms. The results indicate that the loops do have much higher intrinsic dynamics, which is further unravelled by NMR H/D exchange experiments. During simulations, the open form has the RMS deviations slightly larger than those of the closed one, suggesting the open form may be less stable in the absence of external contacts. Furthermore, no obvious exchange between two forms is observed within 30 ns, implying that they are dynamically separated.

Conclusions: Our study provides the first experimental and computational result revealing that the intrinsic dynamics are most likely underlying the conformational diversity observed for the EphA4 LBD loops mediating the binding affinity and specificity. Interestingly, the open conformation of the EphA4 LBD is slightly unstable in the absence of it natural ligand ephrins, implying that the conformational transition from the closed to open has to be driven by the high-affinity interaction with ephrins because the weak interaction with small molecule was found to be insufficient to trigger the transition. Our results therefore highlight the key role of protein dynamics in Eph-ephrin signalling and would benefit future design of agonists/antagonists targeting Eph receptors.

背景:动力学在包括信号转导在内的蛋白质功能中的作用才刚刚开始被破译。Eph受体有16个成员,分为A亚类和B亚类,分别被9个A-和B-ephrin配体激活。EphA4是唯一能够结合所有9种ephrin和具有重叠界面的小分子的受体。结果:我们首次确定了两个P1空间群晶体中EphA4配体结合域(LBD)的结构。值得注意的是,在一个不对称单元中发现了8个EphA4分子,因此从两个晶体中我们得到了16个结构,这些结构在功能关键的A-C, D-E, G-H和J-K环上显示出显著的构象变化。这16个新结构和之前的9个结构可分为封闭和开放两类,它们分别类似于EphA4 LBD的非复杂和复杂结构。为了评估环上的构象多样性是否主要是由内在动力学引起的,我们对封闭和开放形式进行了30-ns分子动力学(MD)模拟。结果表明,这些环确实具有更高的内在动力学,并通过核磁共振H/D交换实验进一步揭示了这一点。在模拟过程中,开放形式的均方根偏差略大于封闭形式的均方根偏差,这表明在没有外部接触的情况下,开放形式的稳定性可能较差。此外,在30 ns内,两种形态之间没有明显的交换,这意味着它们是动态分离的。结论:我们的研究提供了第一个实验和计算结果,揭示了EphA4 LBD环的内在动力学很可能是介导结合亲和力和特异性的构象多样性的基础。有趣的是,在缺少天然配体ephrin的情况下,EphA4 LBD的开放构象具有轻微的不稳定性,这意味着从封闭到开放的构象转变必须由与ephrin的高亲和力相互作用驱动,因为发现与小分子的弱相互作用不足以触发这种转变。因此,我们的研究结果强调了蛋白动力学在Eph-ephrin信号传导中的关键作用,并将有助于未来设计针对Eph受体的激动剂/拮抗剂。
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引用次数: 23
Using default constraints of the spindle assembly checkpoint to estimate the associated chemical rates. 使用主轴装配检查点的默认约束来估计相关的化学速率。
Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2012-01-19 DOI: 10.1186/2046-1682-5-1
Khanh Dao Duc, David Holcman

Unlabelled: :

Background: Default activation of the spindle assembly checkpoint provides severe constraints on the underlying biochemical activation rates: on one hand, the cell cannot divide before all chromosomes are aligned, but on the other hand, when they are ready, the separation is quite fast, lasting a few minutes. Our purpose is to use these opposed constraints to estimate the associated chemical rates.

Results: To analyze the above constraints, we develop a markovian model to describe the dynamics of Cdc20 molecules. We compute the probability for no APC/C activation before time t, the distribution of Cdc20 at equilibrium and the mean time to complete APC/C activation after all chromosomes are attached.

Conclusions: By studying Cdc20 inhibition and the activation time, we obtain a range for the main chemical reaction rates regulating the spindle assembly checkpoint and transition to anaphase.

背景:纺锤体组装检查点的默认激活对潜在的生化激活率提供了严格的限制:一方面,在所有染色体对齐之前细胞不能分裂,但另一方面,当它们准备好时,分离非常快,持续几分钟。我们的目的是利用这些相反的约束来估计相关的化学速率。结果:为了分析上述约束条件,我们建立了描述Cdc20分子动力学的马尔可夫模型。我们计算了在时间t之前APC/C未激活的概率、平衡状态下Cdc20的分布以及所有染色体连接后完成APC/C激活的平均时间。结论:通过研究Cdc20的抑制作用和激活时间,我们获得了一个调节纺锤体组装检查点和向后期过渡的主要化学反应速率范围。
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引用次数: 32
Lipid recognition propensities of amino acids in membrane proteins from atomic resolution data. 从原子分辨率数据分析膜蛋白中氨基酸的脂质识别倾向。
Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2011-12-14 DOI: 10.1186/2046-1682-4-21
Mizuki Morita, Avsk Mohan Katta, Shandar Ahmad, Takaharu Mori, Yuji Sugita, Kenji Mizuguchi

Background: Protein-lipid interactions play essential roles in the conformational stability and biological functions of membrane proteins. However, few of the previous computational studies have taken into account the atomic details of protein-lipid interactions explicitly.

Results: To gain an insight into the molecular mechanisms of the recognition of lipid molecules by membrane proteins, we investigated amino acid propensities in membrane proteins for interacting with the head and tail groups of lipid molecules. We observed a common pattern of lipid tail-amino acid interactions in two different data sources, crystal structures and molecular dynamics simulations. These interactions are largely explained by general lipophilicity, whereas the preferences for lipid head groups vary among individual proteins. We also found that membrane and water-soluble proteins utilize essentially an identical set of amino acids for interacting with lipid head and tail groups.

Conclusions: We showed that the lipophilicity of amino acid residues determines the amino acid preferences for lipid tail groups in both membrane and water-soluble proteins, suggesting that tightly-bound lipid molecules and lipids in the annular shell interact with membrane proteins in a similar manner. In contrast, interactions between lipid head groups and amino acids showed a more variable pattern, apparently constrained by each protein's specific molecular function.

背景:蛋白-脂相互作用在膜蛋白的构象稳定性和生物学功能中起着至关重要的作用。然而,很少有以前的计算研究明确地考虑到蛋白质-脂质相互作用的原子细节。结果:为了深入了解膜蛋白识别脂质分子的分子机制,我们研究了膜蛋白中与脂质分子头、尾基团相互作用的氨基酸倾向。我们在两种不同的数据来源,晶体结构和分子动力学模拟中观察到脂质尾部-氨基酸相互作用的共同模式。这些相互作用在很大程度上可以用一般的亲脂性来解释,而对脂质头基团的偏好在单个蛋白质中是不同的。我们还发现,膜蛋白和水溶性蛋白基本上利用一组相同的氨基酸与脂质头尾基团相互作用。结论:我们发现氨基酸残基的亲脂性决定了膜蛋白和水溶性蛋白中脂质尾部基团的氨基酸偏好,这表明紧密结合的脂质分子和环状壳中的脂质以类似的方式与膜蛋白相互作用。相比之下,脂质头基团和氨基酸之间的相互作用表现出更可变的模式,显然受到每种蛋白质特定分子功能的限制。
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引用次数: 8
Stability of double-stranded oligonucleotide DNA with a bulged loop: a microarray study. 具有凸起环的双链寡核苷酸DNA的稳定性:微阵列研究。
Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2011-12-13 DOI: 10.1186/2046-1682-4-20
Christian Trapp, Marc Schenkelberger, Albrecht Ott

Background: DNA is a carrier of biological information. The hybridization process, the formation of the DNA double-helix from single-strands with complementary sequences, is important for all living cells. DNA microarrays, among other biotechnologies such as PCR, rely on DNA hybridization. However, to date the thermodynamics of hybridization is only partly understood. Here we address, experimentally and theoretically, the hybridization of oligonucleotide strands of unequal lengths, which form a bulged loop upon hybridization. For our study we use in-house synthesized DNA microarrays.

Results: We synthesize a microarray with additional thymine bases in the probe sequence motifs so that bulged loops occur upon target hybridization. We observe a monotonic decrease of the fluorescence signal of the hybridized strands with increasing length of the bulged loop. This corresponds to a decrease in duplex binding affinity within the considered loop lengths of one to thirteen bases. By varying the position of the bulged loop along the DNA duplex, we observe a symmetric signal variation with respect to the center of the strand. We reproduce the experimental results well using a molecular zipper model at thermal equilibrium. However, binding states between both strands, which emerge through duplex opening at the position of the bulged loop, need to be taken into account.

Conclusions: We show that stable DNA duplexes with a bulged loop can form from short strands of unequal length and they contribute substantially to the fluorescence intensity from the hybridized strands on a microarray. In order to reproduce the result with the help of equilibrium thermodynamics, it is essential (and to a good approximation sufficient) to consider duplex opening not only at the ends but also at the position of the bulged loop. Although the thermodynamic parameters used in this study are taken from hybridization experiments in solution, these parameters fit our DNA microarray data well.

背景:DNA是生物信息的载体。杂交过程,即DNA双螺旋由单链与互补序列形成,对所有活细胞都很重要。DNA微阵列和PCR等其他生物技术一样,都依赖于DNA杂交。然而,到目前为止,杂化热力学只被部分理解。在这里,我们解决,实验和理论,不等长的寡核苷酸链的杂交,形成一个凸起的环杂交。在我们的研究中,我们使用内部合成的DNA微阵列。结果:我们合成了一个在探针序列基序中添加胸腺嘧啶碱基的微阵列,以便在目标杂交时产生凸起的环。我们观察到杂交链的荧光信号随膨胀环长度的增加而单调下降。这对应于在考虑的环长度为1到13个碱基的范围内双相结合亲和力的降低。通过改变沿DNA双链的凸起环的位置,我们观察到相对于链中心的对称信号变化。我们利用分子拉链模型在热平衡状态下很好地再现了实验结果。然而,需要考虑到在凸起环的位置通过双开口出现的两条链之间的结合状态。结论:我们发现,长度不等的短链可以形成具有凸起环的稳定DNA双链,它们对微阵列上杂交链的荧光强度有很大贡献。为了在平衡热力学的帮助下重现结果,不仅要考虑两端的双开度,而且要考虑凸起环路位置的双开度,这是必要的(并且是足够好的近似)。虽然本研究中使用的热力学参数取自溶液中的杂交实验,但这些参数与我们的DNA微阵列数据非常吻合。
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引用次数: 12
Characterizing low affinity epibatidine binding to α4β2 nicotinic acetylcholine receptors with ligand depletion and nonspecific binding. 表征依贝替丁与α4β2烟碱乙酰胆碱受体低亲和力结合的配体耗竭和非特异性结合。
Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2011-11-23 DOI: 10.1186/2046-1682-4-19
Alexandra M Person, Gregg B Wells

Background: Along with high affinity binding of epibatidine (Kd1≈10 pM) to α4β2 nicotinic acetylcholine receptor (nAChR), low affinity binding of epibatidine (Kd2≈1-10 nM) to an independent binding site has been reported. Studying this low affinity binding is important because it might contribute understanding about the structure and synthesis of α4β2 nAChR. The binding behavior of epibatidine and α4β2 AChR raises a question about interpreting binding data from two independent sites with ligand depletion and nonspecific binding, both of which can affect equilibrium binding of [3H]epibatidine and α4β2 nAChR. If modeled incorrectly, ligand depletion and nonspecific binding lead to inaccurate estimates of binding constants. Fitting total equilibrium binding as a function of total ligand accurately characterizes a single site with ligand depletion and nonspecific binding. The goal of this study was to determine whether this approach is sufficient with two independent high and low affinity sites.

Results: Computer simulations of binding revealed complexities beyond fitting total binding for characterizing the second, low affinity site of α4β2 nAChR. First, distinguishing low-affinity specific binding from nonspecific binding was a potential problem with saturation data. Varying the maximum concentration of [3H]epibatidine, simultaneously fitting independently measured nonspecific binding, and varying α4β2 nAChR concentration were effective remedies. Second, ligand depletion helped identify the low affinity site when nonspecific binding was significant in saturation or competition data, contrary to a common belief that ligand depletion always is detrimental. Third, measuring nonspecific binding without α4β2 nAChR distinguished better between nonspecific binding and low-affinity specific binding under some circumstances of competitive binding than did presuming nonspecific binding to be residual [3H]epibatidine binding after adding a large concentration of cold competitor. Fourth, nonspecific binding of a heterologous competitor changed estimates of high and low inhibition constants but did not change the ratio of those estimates.

Conclusions: Investigating the low affinity site of α4β2 nAChR with equilibrium binding when ligand depletion and nonspecific binding are present likely needs special attention to experimental design and data interpretation beyond fitting total binding data. Manipulation of maximum ligand and receptor concentrations and intentionally increasing ligand depletion are potentially helpful approaches.

背景:随着依贝替丁(Kd1≈10 pM)与α4β2烟碱乙酰胆碱受体(nAChR)的高亲和力结合,已经报道了依贝替丁(Kd2≈1-10 nM)与一个独立结合位点的低亲和力结合。研究这种低亲和力结合对α4β2 nAChR的结构和合成具有重要意义。依贝替丁与α4β2 AChR的结合行为引发了对两个独立位点的结合数据的解释问题,配体缺失和非特异性结合都会影响[3H]依贝替丁与α4β2 nAChR的平衡结合。如果模型不正确,配体耗竭和非特异性结合将导致对结合常数的不准确估计。拟合总平衡结合作为总配体的函数,准确地表征了配体耗尽和非特异性结合的单个位点。本研究的目的是确定两个独立的高亲和力位点和低亲和力位点的这种方法是否足够。结果:结合的计算机模拟揭示了α4β2 nAChR的第二低亲和力位点的复杂性,超出了拟合总结合。首先,区分低亲和力特异性结合和非特异性结合是饱和数据的潜在问题。改变[3H]依比替丁的最大浓度,同时拟合独立测量的非特异性结合,改变α4β2 nAChR浓度是有效的补救措施。其次,当非特异性结合在饱和或竞争数据中显著时,配体耗竭有助于识别低亲和力位点,这与通常认为配体耗竭总是有害的观点相反。第三,在没有α4β2 nAChR的情况下,测量非特异性结合,可以更好地区分非特异性结合和低亲和力的特异性结合,而不是在加入高浓度冷竞争对手后,假设非特异性结合是残余的[3H]依比替丁结合。第四,异源竞争者的非特异性结合改变了高抑制常数和低抑制常数的估计值,但没有改变这些估计值的比例。结论:在配体耗损和非特异性结合的情况下,研究α4β2 nAChR平衡结合的低亲和力位点可能需要特别注意实验设计和数据解释,而不是拟合总结合数据。操纵最大配体和受体浓度和有意增加配体消耗是潜在的有用方法。
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引用次数: 2
期刊
BMC Biophysics
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