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Reliable structural interpretation of small-angle scattering data from bio-molecules in solution - the importance of quality control and a standard reporting framework 溶液中生物分子小角度散射数据的可靠结构解释——质量控制和标准报告框架的重要性
IF 2.222 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2012-05-17 DOI: 10.1186/1472-6807-12-9
David A Jacques, Jules Mitchell Guss, Jill Trewhella

Small-angle scattering is becoming an increasingly popular tool for the study of bio-molecular structures in solution. The large number of publications with 3D-structural models generated from small-angle solution scattering data has led to a growing consensus for the need to establish a standard reporting framework for their publication. The International Union of Crystallography recently established a set of guidelines for the necessary information required for the publication of such structural models. Here we describe the rationale for these guidelines and the importance of standardising the way in which small-angle scattering data from bio-molecules and associated structural interpretations are reported.

小角散射是研究溶液中生物分子结构的一种越来越受欢迎的工具。大量的出版物使用小角度溶液散射数据生成的3d结构模型,这使得越来越多的人认为需要为其出版物建立一个标准的报告框架。国际晶体学联合会最近为出版这种结构模型所需的必要信息制定了一套指导方针。在这里,我们描述了这些准则的基本原理,以及标准化生物分子小角度散射数据和相关结构解释报告方式的重要性。
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引用次数: 14
A structural model of the E. coli PhoB Dimer in the transcription initiation complex 转录起始复合物中大肠杆菌PhoB二聚体的结构模型
IF 2.222 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2012-03-20 DOI: 10.1186/1472-6807-12-3
Chang-Shung Tung, Benjamin H McMahon

There exist > 78,000 proteins and/or nucleic acids structures that were determined experimentally. Only a small portion of these structures corresponds to those of protein complexes. While homology modeling is able to exploit knowledge-based potentials of side-chain rotomers and backbone motifs to infer structures for new proteins, no such general method exists to extend our understanding of protein interaction motifs to novel protein complexes.

We use a Motif Binding Geometries (MBG) approach, to infer the structure of a protein complex from the database of complexes of homologous proteins taken from other contexts (such as the helix-turn-helix motif binding double stranded DNA), and demonstrate its utility on one of the more important regulatory complexes in biology, that of the RNA polymerase initiating transcription under conditions of phosphate starvation. The modeled PhoB/RNAP/σ-factor/DNA complex is stereo-chemically reasonable, has sufficient interfacial Solvent Excluded Surface Areas (SESAs) to provide adequate binding strength, is physically meaningful for transcription regulation, and is consistent with a variety of known experimental constraints.

Based on a straightforward and easy to comprehend concept, "proteins and protein domains that fold similarly could interact similarly", a structural model of the PhoB dimer in the transcription initiation complex has been developed. This approach could be extended to enable structural modeling and prediction of other bio-molecular complexes. Just as models of individual proteins provide insight into molecular recognition, catalytic mechanism, and substrate specificity, models of protein complexes will provide understanding into the combinatorial rules of cellular regulation and signaling.

存在>78000个蛋白质和/或核酸结构通过实验确定。这些结构中只有一小部分与蛋白质复合物的结构相对应。虽然同源建模能够利用基于知识的侧链旋转体和骨干基序的潜力来推断新蛋白质的结构,但没有这样的通用方法可以将我们对蛋白质相互作用基序的理解扩展到新的蛋白质复合物。我们使用Motif Binding Geometries (MBG)方法,从其他情况下的同源蛋白复合物数据库(如螺旋-转-螺旋基序结合双链DNA)中推断蛋白质复合物的结构,并证明其在生物学中更重要的调控复合物之一上的应用,即在磷酸盐饥饿条件下启动转录的RNA聚合酶。模拟的PhoB/RNAP/σ-因子/DNA复合物具有立体化学合理性,具有足够的界面溶剂排除表面积(SESAs)以提供足够的结合强度,对转录调控具有物理意义,并且符合各种已知的实验约束。基于一个简单易懂的概念,“折叠相似的蛋白质和蛋白质结构域可以相似地相互作用”,建立了转录起始复合物中PhoB二聚体的结构模型。这种方法可以扩展到其他生物分子复合物的结构建模和预测。正如单个蛋白质的模型提供了对分子识别、催化机制和底物特异性的深入了解,蛋白质复合物的模型将提供对细胞调节和信号传导的组合规则的理解。
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引用次数: 7
Crystal structures from the Plasmodium peroxiredoxins: new insights into oligomerization and product binding 来自疟原虫过氧化物还毒素的晶体结构:对寡聚化和产物结合的新见解
IF 2.222 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2012-03-19 DOI: 10.1186/1472-6807-12-2
Wei Qiu, Aiping Dong, Juan C Pizarro, Alexei Botchkarsev, Jinrong Min, Amy K Wernimont, Tanya Hills, Raymond Hui, Jennifer D Artz

Plasmodium falciparum is the protozoan parasite primarily responsible for more than one million malarial deaths, annually, and is developing resistance to current therapies. Throughout its lifespan, the parasite is subjected to oxidative attack, so Plasmodium antioxidant defences are essential for its survival and are targets for disease control.

To further understand the molecular aspects of the Plasmodium redox system, we solved 4 structures of Plasmodium peroxiredoxins (Prx). Our study has confirmed Pv Trx-Px1 to be a hydrogen peroxide (H2O2)-sensitive peroxiredoxin. We have identified and characterized the novel toroid octameric oligomer of Py Trx-Px1, which may be attributed to the interplay of several factors including: (1) the orientation of the conserved surface/buried arginine of the NNLA(I/L)GRS-loop; and (2) the C-terminal tail positioning (also associated with the aforementioned conserved loop) which facilitates the intermolecular hydrogen bond between dimers (in an A-C fashion). In addition, a notable feature of the disulfide bonds in some of the Prx crystal structures is discussed. Finally, insight into the latter stages of the peroxiredoxin reaction coordinate is gained. Our structure of Py Prx6 is not only in the sulfinic acid (RSO2H) form, but it is also with glycerol bound in a way (not previously observed) indicative of product binding.

The structural characterization of Plasmodium peroxiredoxins provided herein provides insight into their oligomerization and product binding which may facilitate the targeting of these antioxidant defences. Although the structural basis for the octameric oligomerization is further understood, the results yield more questions about the biological implications of the peroxiredoxin oligomerization, as multiple toroid configurations are now known. The crystal structure depicting the product bound active site gives insight into the overoxidation of the active site and allows further characterization of the leaving group chemistry.

恶性疟原虫是一种原生动物寄生虫,每年造成100多万人因疟疾死亡,并且正在对目前的治疗方法产生耐药性。在其整个生命周期中,寄生虫受到氧化攻击,因此疟原虫的抗氧化防御对其生存至关重要,也是疾病控制的目标。为了进一步了解疟原虫氧化还原系统的分子机制,我们解析了疟原虫过氧化物还毒素(Prx)的4个结构。我们的研究证实了Pv Trx-Px1是一种过氧化氢(H2O2)敏感的过氧化物氧还蛋白。我们鉴定并表征了Py Trx-Px1的新型环面八聚体,这可能归因于以下几个因素的相互作用:(1)NNLA(I/L) grs环的保守表面/埋藏精氨酸的取向;以及(2)c端尾部定位(也与上述保守环相关),其促进二聚体之间的分子间氢键(以A-C方式)。此外,还讨论了某些Prx晶体结构中二硫键的一个显著特征。最后,深入了解过氧还蛋白反应坐标的后期阶段。我们的Py Prx6结构不仅以亚硫酸(RSO2H)形式存在,而且还以一种指示产物结合的方式(以前未观察到)与甘油结合。本文提供的疟原虫过氧化物还毒素的结构特征提供了对其寡聚化和产物结合的见解,这可能有助于靶向这些抗氧化防御。虽然八聚体寡聚的结构基础得到了进一步的了解,但由于目前已知多个环面构型,研究结果对过氧化物还蛋白寡聚的生物学意义产生了更多的疑问。描述产物结合活性位点的晶体结构提供了对活性位点过度氧化的洞察,并允许进一步表征离去基化学。
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引用次数: 9
The Host-Pathogen interaction of human cyclophilin A and HIV-1 Vpr requires specific N-terminal and novel C-terminal domains 人类亲环蛋白A和HIV-1 Vpr的宿主-病原体相互作用需要特定的n端和新的c端结构域
IF 2.222 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2011-12-20 DOI: 10.1186/1472-6807-11-49
Sara MØ Solbak, Victor Wray, Ole Horvli, Arnt J Raae, Marte I Flydal, Petra Henklein, Peter Henklein, Manfred Nimtz, Ulrich Schubert, Torgils Fossen

Cyclophilin A (CypA) represents a potential key molecule in future antiretroviral therapy since inhibition of CypA suppresses human immunodeficiency virus type 1 (HIV-1) replication. CypA interacts with the virus proteins Capsid (CA) and Vpr, however, the mechanism through which CypA influences HIV-1 infectivity still remains unclear.

Here the interaction of full-length HIV-1 Vpr with the host cellular factor CypA has been characterized and quantified by surface plasmon resonance spectroscopy. A C-terminal region of Vpr, comprising the 16 residues 75GCRHSRIGVTRQRRAR90, with high binding affinity for CypA has been identified. This region of Vpr does not contain any proline residues but binds much more strongly to CypA than the previously characterized N-terminal binding domain of Vpr, and is thus the first protein binding domain to CypA described involving no proline residues. The fact that the mutant peptide Vpr75-90 R80A binds more weakly to CypA than the wild-type peptide confirms that Arg-80 is a key residue in the C-terminal binding domain. The N- and C-terminal binding regions of full-length Vpr bind cooperatively to CypA and have allowed a model of the complex to be created. The dissociation constant of full-length Vpr to CypA was determined to be approximately 320 nM, indicating that the binding may be stronger than that of the well characterized interaction of HIV-1 CA with CypA.

For the first time the interaction of full-length Vpr and CypA has been characterized and quantified. A non-proline-containing 16-residue region of C-terminal Vpr which binds specifically to CypA with similar high affinity as full-length Vpr has been identified. The fact that this is the first non-proline containing binding motif of any protein found to bind to CypA, changes the view on how CypA is able to interact with other proteins. It is interesting to note that several previously reported key functions of HIV-1 Vpr are associated with the identified N- and C-terminal binding domains of the protein to CypA.

亲环蛋白A (CypA)是未来抗逆转录病毒治疗的潜在关键分子,因为抑制CypA可抑制人类免疫缺陷病毒1型(HIV-1)复制。CypA与病毒蛋白衣壳(CA)和Vpr相互作用,然而,CypA影响HIV-1传染性的机制仍不清楚。在这里,全长HIV-1 Vpr与宿主细胞因子CypA的相互作用已被表征和定量的表面等离子体共振光谱。Vpr的c端区域,包含16个残基75GCRHSRIGVTRQRRAR90,与CypA具有高结合亲和力。Vpr的这个区域不含任何脯氨酸残基,但与先前描述的Vpr的n端结合域相比,它与CypA的结合更强,因此是第一个描述的不含脯氨酸残基的CypA蛋白质结合域。突变肽Vpr75-90 R80A与CypA的结合比野生型肽弱,这证实了Arg-80是c端结合域的关键残基。全长Vpr的N端和c端结合区与CypA协同结合,从而建立了该复合物的模型。全长Vpr与CypA的解离常数约为320 nM,表明其结合可能比HIV-1 CA与CypA的相互作用更强。首次对全长Vpr与CypA的相互作用进行了表征和定量。在Vpr的c端发现了一个不含脯氨酸的16个残基区域,该区域与CypA特异性结合,具有与全长Vpr相似的高亲和力。事实上,这是发现与CypA结合的任何蛋白质中第一个含有非脯氨酸结合基序的事实,改变了CypA如何能够与其他蛋白质相互作用的观点。有趣的是,先前报道的HIV-1 Vpr的几个关键功能与该蛋白与CypA的N端和c端结合域有关。
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引用次数: 17
Structural comparison of tRNA m1A58 methyltransferases revealed different molecular strategies to maintain their oligomeric architecture under extreme conditions tRNA m1A58甲基转移酶的结构比较揭示了在极端条件下维持其寡聚结构的不同分子策略
IF 2.222 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2011-12-14 DOI: 10.1186/1472-6807-11-48
Amandine Guelorget, Pierre Barraud, Carine Tisné, Béatrice Golinelli-Pimpaneau

tRNA m1A58 methyltransferases (TrmI) catalyze the transfer of a methyl group from S-adenosyl-L-methionine to nitrogen 1 of adenine 58 in the T-loop of tRNAs from all three domains of life. The m1A58 modification has been shown to be essential for cell growth in yeast and for adaptation to high temperatures in thermophilic organisms. These enzymes were shown to be active as tetramers. The crystal structures of five TrmIs from hyperthermophilic archaea and thermophilic or mesophilic bacteria have previously been determined, the optimal growth temperature of these organisms ranging from 37°C to 100°C. All TrmIs are assembled as tetramers formed by dimers of tightly assembled dimers.

In this study, we present a comparative structural analysis of these TrmIs, which highlights factors that allow them to function over a large range of temperature. The monomers of the five enzymes are structurally highly similar, but the inter-monomer contacts differ strongly. Our analysis shows that bacterial enzymes from thermophilic organisms display additional intermolecular ionic interactions across the dimer interfaces, whereas hyperthermophilic enzymes present additional hydrophobic contacts. Moreover, as an alternative to two bidentate ionic interactions that stabilize the tetrameric interface in all other TrmI proteins, the tetramer of the archaeal P. abyssi enzyme is strengthened by four intersubunit disulfide bridges.

The availability of crystal structures of TrmIs from mesophilic, thermophilic or hyperthermophilic organisms allows a detailed analysis of the architecture of this protein family. Our structural comparisons provide insight into the different molecular strategies used to achieve the tetrameric organization in order to maintain the enzyme activity under extreme conditions.

tRNA m1A58甲基转移酶(TrmI)在tRNA的t环中催化s -腺苷-l -蛋氨酸甲基转移到腺嘌呤58的氮1上。m1A58修饰已被证明是酵母细胞生长和嗜热生物适应高温所必需的。这些酶被证明是有活性的四聚体。先前已经确定了来自超嗜热古菌和嗜热或嗜热细菌的5种TrmIs的晶体结构,这些生物的最佳生长温度范围为37°C至100°C。所有TrmIs都是由紧密组装的二聚体组成的四聚体。在这项研究中,我们提出了这些TrmIs的比较结构分析,其中强调了使它们能够在大温度范围内发挥作用的因素。这五种酶的单体在结构上高度相似,但单体间的接触有很大的不同。我们的分析表明,来自嗜热生物的细菌酶在二聚体界面上表现出额外的分子间离子相互作用,而超嗜热酶则表现出额外的疏水接触。此外,作为稳定所有其他TrmI蛋白中四聚体界面的两种双齿离子相互作用的替代品,古细菌P. abyssi酶的四聚体通过四个亚基间二硫桥得到加强。来自中温、嗜热或超嗜热生物的TrmIs晶体结构的可用性允许对该蛋白家族的结构进行详细分析。我们的结构比较提供了洞察不同的分子策略,用于实现四聚体组织,以保持酶的活性在极端条件下。
{"title":"Structural comparison of tRNA m1A58 methyltransferases revealed different molecular strategies to maintain their oligomeric architecture under extreme conditions","authors":"Amandine Guelorget,&nbsp;Pierre Barraud,&nbsp;Carine Tisné,&nbsp;Béatrice Golinelli-Pimpaneau","doi":"10.1186/1472-6807-11-48","DOIUrl":"https://doi.org/10.1186/1472-6807-11-48","url":null,"abstract":"<p>tRNA m<sup>1</sup>A58 methyltransferases (TrmI) catalyze the transfer of a methyl group from S-adenosyl-L-methionine to nitrogen 1 of adenine 58 in the T-loop of tRNAs from all three domains of life. The m<sup>1</sup>A58 modification has been shown to be essential for cell growth in yeast and for adaptation to high temperatures in thermophilic organisms. These enzymes were shown to be active as tetramers. The crystal structures of five TrmIs from hyperthermophilic archaea and thermophilic or mesophilic bacteria have previously been determined, the optimal growth temperature of these organisms ranging from 37°C to 100°C. All TrmIs are assembled as tetramers formed by dimers of tightly assembled dimers.</p><p>In this study, we present a comparative structural analysis of these TrmIs, which highlights factors that allow them to function over a large range of temperature. The monomers of the five enzymes are structurally highly similar, but the inter-monomer contacts differ strongly. Our analysis shows that bacterial enzymes from thermophilic organisms display additional intermolecular ionic interactions across the dimer interfaces, whereas hyperthermophilic enzymes present additional hydrophobic contacts. Moreover, as an alternative to two bidentate ionic interactions that stabilize the tetrameric interface in all other TrmI proteins, the tetramer of the archaeal <i>P. abyssi</i> enzyme is strengthened by four intersubunit disulfide bridges.</p><p>The availability of crystal structures of TrmIs from mesophilic, thermophilic or hyperthermophilic organisms allows a detailed analysis of the architecture of this protein family. Our structural comparisons provide insight into the different molecular strategies used to achieve the tetrameric organization in order to maintain the enzyme activity under extreme conditions.</p>","PeriodicalId":498,"journal":{"name":"BMC Structural Biology","volume":null,"pages":null},"PeriodicalIF":2.222,"publicationDate":"2011-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/1472-6807-11-48","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4564403","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: 20
A conformation ensemble approach to protein residue-residue contact 蛋白质残基-残基接触的构象集合方法
IF 2.222 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2011-10-12 DOI: 10.1186/1472-6807-11-38
Jesse Eickholt, Zheng Wang, Jianlin Cheng

Protein residue-residue contact prediction is important for protein model generation and model evaluation. Here we develop a conformation ensemble approach to improve residue-residue contact prediction. We collect a number of structural models stemming from a variety of methods and implementations. The various models capture slightly different conformations and contain complementary information which can be pooled together to capture recurrent, and therefore more likely, residue-residue contacts.

We applied our conformation ensemble approach to free modeling targets from both CASP8 and CASP9. Given a diverse ensemble of models, the method is able to achieve accuracies of. 48 for the top L/5 medium range contacts and. 36 for the top L/5 long range contacts for CASP8 targets (L being the target domain length). When applied to targets from CASP9, the accuracies of the top L/5 medium and long range contact predictions were. 34 and. 30 respectively.

When operating on a moderately diverse ensemble of models, the conformation ensemble approach is an effective means to identify medium and long range residue-residue contacts. An immediate benefit of the method is that when tied with a scoring scheme, it can be used to successfully rank models.

蛋白质残基-残基接触预测是蛋白质模型生成和模型评价的重要内容。本文提出了一种改进残渣接触预测的构象集成方法。我们收集了许多来自各种方法和实现的结构模型。不同的模型捕捉到稍微不同的构象,并包含互补的信息,这些信息可以汇集在一起捕捉到循环的,因此更有可能是残基-残基接触。我们将我们的构象集成方法应用于CASP8和CASP9的自由建模目标。给定不同的模型集合,该方法能够达到的精度为。48为顶级L/5中程触点和。36为顶部L/5 CASP8靶标的远程接触(L为靶标结构域长度)。当应用于来自CASP9的目标时,前L/5中远程接触预测的准确性为。34和。分别为30。当对中等多样性的模型集合进行操作时,构象集合方法是识别中远程残馀接触的有效手段。该方法的一个直接好处是,当与评分方案结合使用时,它可以用来成功地对模型进行排名。
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引用次数: 17
Novel dimeric β-helical model of an ice nucleation protein with bridged active sites 具有桥接活性位点的冰核蛋白的新型二聚体β-螺旋模型
IF 2.222 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2011-09-27 DOI: 10.1186/1472-6807-11-36
Christopher P Garnham, Robert L Campbell, Virginia K Walker, Peter L Davies

Ice nucleation proteins (INPs) allow water to freeze at high subzero temperatures. Due to their large size (>120 kDa), membrane association, and tendency to aggregate, an experimentally-determined tertiary structure of an INP has yet to be reported. How they function at the molecular level therefore remains unknown.

Here we have predicted a novel β-helical fold for the INP produced by the bacterium Pseudomonas borealis. The protein uses internal serine and glutamine ladders for stabilization and is predicted to dimerize via the burying of a solvent-exposed tyrosine ladder to make an intimate hydrophobic contact along the dimerization interface. The manner in which Pb INP dimerizes also allows for its multimerization, which could explain the aggregation-dependence of INP activity. Both sides of the Pb INP structure have tandem arrays of amino acids that can organize waters into the ice-like clathrate structures seen on antifreeze proteins.

Dimerization dramatically increases the 'ice-active' surface area of the protein by doubling its width, increasing its length, and presenting identical ice-forming surfaces on both sides of the protein. We suggest that this allows sufficient anchored clathrate waters to align on the INP surface to nucleate freezing. As Pb INP is highly similar to all known bacterial INPs, we predict its fold and mechanism of action will apply to these other INPs.

冰核蛋白(INPs)允许水在零下的高温下冻结。由于它们的大尺寸(>120 kDa),膜结合和聚集倾向,实验确定的INP三级结构尚未被报道。因此,它们如何在分子水平上起作用仍然未知。在这里,我们预测了由北方假单胞菌产生的INP的一种新的β-螺旋折叠。该蛋白使用内部丝氨酸和谷氨酰胺梯子来稳定,并预计通过埋入溶剂暴露的酪氨酸梯子来沿着二聚化界面进行亲密的疏水接触,从而实现二聚化。pbinp二聚化的方式也允许其多聚化,这可以解释INP活性的聚集依赖性。Pb - INP结构的两侧都有氨基酸串联阵列,可以将水组织成在抗冻蛋白上看到的冰状包合物结构。二聚化极大地增加了蛋白质的“冰活性”表面积,其宽度加倍,长度增加,并在蛋白质的两侧呈现相同的冰形成表面。我们建议这允许足够的锚定笼形水在INP表面排列成核冻结。由于Pb INP与所有已知的细菌INP高度相似,我们预测它的折叠和作用机制将适用于其他这些INP。
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引用次数: 109
Prediction of functionally important residues in globular proteins from unusual central distances of amino acids 从不寻常的氨基酸中心距离预测球形蛋白中功能重要的残基
IF 2.222 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2011-09-18 DOI: 10.1186/1472-6807-11-34
Marek Kochańczyk

Well-performing automated protein function recognition approaches usually comprise several complementary techniques. Beside constructing better consensus, their predictive power can be improved by either adding or refining independent modules that explore orthogonal features of proteins. In this work, we demonstrated how the exploration of global atomic distributions can be used to indicate functionally important residues.

Using a set of carefully selected globular proteins, we parametrized continuous probability density functions describing preferred central distances of individual protein atoms. Relative preferred burials were estimated using mixture models of radial density functions dependent on the amino acid composition of a protein under consideration. The unexpectedness of extraordinary locations of atoms was evaluated in the information-theoretic manner and used directly for the identification of key amino acids. In the validation study, we tested capabilities of a tool built upon our approach, called SurpResi, by searching for binding sites interacting with ligands. The tool indicated multiple candidate sites achieving success rates comparable to several geometric methods. We also showed that the unexpectedness is a property of regions involved in protein-protein interactions, and thus can be used for the ranking of protein docking predictions. The computational approach implemented in this work is freely available via a Web interface at http://www.bioinformatics.org/surpresi.

Probabilistic analysis of atomic central distances in globular proteins is capable of capturing distinct orientational preferences of amino acids as resulting from different sizes, charges and hydrophobic characters of their side chains. When idealized spatial preferences can be inferred from the sole amino acid composition of a protein, residues located in hydrophobically unfavorable environments can be easily detected. Such residues turn out to be often directly involved in binding ligands or interfacing with other proteins.

性能良好的自动蛋白质功能识别方法通常包括几种互补技术。除了构建更好的共识外,它们的预测能力还可以通过添加或改进探索蛋白质正交特征的独立模块来提高。在这项工作中,我们展示了如何利用全局原子分布的探索来指示功能重要的残基。使用一组精心挑选的球形蛋白质,我们参数化连续概率密度函数,描述单个蛋白质原子的首选中心距离。使用径向密度函数的混合模型估计相对首选埋葬取决于所考虑的蛋白质的氨基酸组成。以信息论的方式评估了原子异常位置的非预期性,并直接用于关键氨基酸的鉴定。在验证研究中,我们通过搜索与配体相互作用的结合位点,测试了基于我们的方法构建的工具(称为SurpResi)的能力。该工具显示多个候选地点的成功率可与几种几何方法相媲美。我们还表明,非预期性是参与蛋白质-蛋白质相互作用的区域的特性,因此可以用于蛋白质对接预测的排名。在这项工作中实现的计算方法可以通过http://www.bioinformatics.org/surpresi.Probabilistic的Web界面免费获得,对球形蛋白质中原子中心距离的分析能够捕获由其侧链的不同大小、电荷和疏水特性引起的氨基酸的不同取向偏好。当理想的空间偏好可以从蛋白质的唯一氨基酸组成推断出来时,位于疏水不利环境中的残基可以很容易地检测到。这些残基通常直接参与结合配体或与其他蛋白质的接合。
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引用次数: 6
Peptide binding prediction for the human class II MHC allele HLA-DP2: a molecular docking approach 人类II类MHC等位基因HLA-DP2的肽结合预测:分子对接方法
IF 2.222 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2011-07-14 DOI: 10.1186/1472-6807-11-32
Atanas Patronov, Ivan Dimitrov, Darren R Flower, Irini Doytchinova

MHC class II proteins bind oligopeptide fragments derived from proteolysis of pathogen antigens, presenting them at the cell surface for recognition by CD4+ T cells. Human MHC class II alleles are grouped into three loci: HLA-DP, HLA-DQ and HLA-DR. In contrast to HLA-DR and HLA-DQ, HLA-DP proteins have not been studied extensively, as they have been viewed as less important in immune responses than DRs and DQs. However, it is now known that HLA-DP alleles are associated with many autoimmune diseases. Quite recently, the X-ray structure of the HLA-DP2 molecule (DPA*0103, DPB1*0201) in complex with a self-peptide derived from the HLA-DR α-chain has been determined. In the present study, we applied a validated molecular docking protocol to a library of 247 modelled peptide-DP2 complexes, seeking to assess the contribution made by each of the 20 naturally occurred amino acids at each of the nine binding core peptide positions and the four flanking residues (two on both sides).

The free binding energies (FBEs) derived from the docking experiments were normalized on a position-dependent (npp) and on an overall basis (nap), and two docking score-based quantitative matrices (DS-QMs) were derived: QMnpp and QMnap. They reveal the amino acid preferences at each of the 13 positions considered in the study. Apart from the leading role of anchor positions p1 and p6, the binding to HLA-DP2 depends on the preferences at p2. No effect of the flanking residues was found on the peptide binding predictions to DP2, although all four of them show strong preferences for particular amino acids. The predictive ability of the DS-QMs was tested using a set of 457 known binders to HLA-DP2, originating from 24 proteins. The sensitivities of the predictions at five different thresholds (5%, 10%, 15%, 20% and 25%) were calculated and compared to the predictions made by the NetMHCII and IEDB servers. Analysis of the DS-QMs indicated an improvement in performance. Additionally, DS-QMs identified the binding cores of several known DP2 binders.

The molecular docking protocol, as applied to a combinatorial library of peptides, models the peptide-HLA-DP2 protein interaction effectively, generating reliable predictions in a quantitative assessment. The method is structure-based and does not require extensive experimental sequence-based data. Thus, it is universal and can be applied to model any peptide - protein interaction.

MHC II类蛋白结合病原体抗原蛋白水解产生的寡肽片段,将其呈现在细胞表面,供CD4+ T细胞识别。人类MHC II类等位基因分为三个位点:HLA-DP、HLA-DQ和HLA-DR。与HLA-DR和HLA-DQ相比,HLA-DP蛋白尚未被广泛研究,因为它们在免疫反应中的重要性不如dr和dq。然而,现在已知HLA-DP等位基因与许多自身免疫性疾病有关。最近,HLA-DP2分子(DPA*0103, DPB1*0201)与HLA-DR α-链衍生的自肽配合物的x射线结构被确定。在本研究中,我们对247个模拟肽- dp2复合物的文库应用了一种经过验证的分子对接方案,试图评估在9个结合核心肽位置和4个侧翼残基(两侧两个)上每种天然存在的20种氨基酸的贡献。将对接实验得到的自由结合能(FBEs)归一化为位置相关(npp)和整体基础(nap),并推导出两个基于对接分数的定量矩阵(DS-QMs): QMnpp和QMnap。它们揭示了研究中所考虑的13个位置上的氨基酸偏好。除了锚位点p1和p6的主导作用外,与HLA-DP2的结合取决于p2的偏好。没有发现侧翼残基对肽与DP2结合预测的影响,尽管所有四个残基都对特定氨基酸表现出强烈的偏好。使用一组457种已知的HLA-DP2结合物(来自24种蛋白质)来测试DS-QMs的预测能力。计算了五个不同阈值(5%、10%、15%、20%和25%)下预测的敏感性,并与NetMHCII和IEDB服务器的预测结果进行了比较。对DS-QMs的分析表明性能有所提高。此外,DS-QMs鉴定了几种已知DP2结合物的结合核心。分子对接方案,应用于肽组合文库,有效地模拟了肽- hla - dp2蛋白相互作用,在定量评估中产生可靠的预测。该方法是基于结构的,不需要大量的基于实验序列的数据。因此,它是通用的,可以应用于任何肽-蛋白相互作用的模型。
{"title":"Peptide binding prediction for the human class II MHC allele HLA-DP2: a molecular docking approach","authors":"Atanas Patronov,&nbsp;Ivan Dimitrov,&nbsp;Darren R Flower,&nbsp;Irini Doytchinova","doi":"10.1186/1472-6807-11-32","DOIUrl":"https://doi.org/10.1186/1472-6807-11-32","url":null,"abstract":"<p>MHC class II proteins bind oligopeptide fragments derived from proteolysis of pathogen antigens, presenting them at the cell surface for recognition by CD4+ T cells. Human MHC class II alleles are grouped into three loci: HLA-DP, HLA-DQ and HLA-DR. In contrast to HLA-DR and HLA-DQ, HLA-DP proteins have not been studied extensively, as they have been viewed as less important in immune responses than DRs and DQs. However, it is now known that HLA-DP alleles are associated with many autoimmune diseases. Quite recently, the X-ray structure of the HLA-DP2 molecule (DPA*0103, DPB1*0201) in complex with a self-peptide derived from the HLA-DR α-chain has been determined. In the present study, we applied a validated molecular docking protocol to a library of 247 modelled peptide-DP2 complexes, seeking to assess the contribution made by each of the 20 naturally occurred amino acids at each of the nine binding core peptide positions and the four flanking residues (two on both sides).</p><p>The free binding energies (FBEs) derived from the docking experiments were normalized on a position-dependent (npp) and on an overall basis (nap), and two docking score-based quantitative matrices (DS-QMs) were derived: QMnpp and QMnap. They reveal the amino acid preferences at each of the 13 positions considered in the study. Apart from the leading role of anchor positions p1 and p6, the binding to HLA-DP2 depends on the preferences at p2. No effect of the flanking residues was found on the peptide binding predictions to DP2, although all four of them show strong preferences for particular amino acids. The predictive ability of the DS-QMs was tested using a set of 457 known binders to HLA-DP2, originating from 24 proteins. The sensitivities of the predictions at five different thresholds (5%, 10%, 15%, 20% and 25%) were calculated and compared to the predictions made by the NetMHCII and IEDB servers. Analysis of the DS-QMs indicated an improvement in performance. Additionally, DS-QMs identified the binding cores of several known DP2 binders.</p><p>The molecular docking protocol, as applied to a combinatorial library of peptides, models the peptide-HLA-DP2 protein interaction effectively, generating reliable predictions in a quantitative assessment. The method is structure-based and does not require extensive experimental sequence-based data. Thus, it is universal and can be applied to model any peptide - protein interaction.</p>","PeriodicalId":498,"journal":{"name":"BMC Structural Biology","volume":null,"pages":null},"PeriodicalIF":2.222,"publicationDate":"2011-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/1472-6807-11-32","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4570908","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: 58
Crystallographic analysis reveals the structural basis of the high-affinity binding of iophenoxic acid to human serum albumin 晶体学分析揭示了苯氧酸与人血清白蛋白高亲和力结合的结构基础
IF 2.222 Q3 Biochemistry, Genetics and Molecular Biology Pub Date : 2011-04-18 DOI: 10.1186/1472-6807-11-18
Ali J Ryan, Chun-wa Chung, Stephen Curry

Iophenoxic acid is an iodinated radiocontrast agent that was withdrawn from clinical use because of its exceptionally long half-life in the body, which was due in part to its high-affinity binding to human serum albumin (HSA). It was replaced by Iopanoic acid, which has an amino rather than a hydroxyl group at position 3 on the iodinated benzyl ring and, as a result, binds to albumin with lower affinity and is excreted more rapidly from the body. To understand how iophenoxic acid binds so tightly to albumin, we wanted to examine the structural basis of its interaction with HSA.

We have determined the co-crystal structure of HSA in complex with iophenoxic acid at 2.75 ? resolution, revealing a total of four binding sites, two of which - in drugs sites 1 and 2 on the protein - are likely to be occupied at clinical doses. High-affinity binding of iophenoxic acid occurs at drug site 1. The structure reveals that polar and apolar groups on the compound are involved in its interactions with drug site 1. In particular, the 3-hydroxyl group makes three hydrogen bonds with the side-chains of Tyr 150 and Arg 257. The mode of binding to drug site 2 is similar except for the absence of a binding partner for the hydroxyl group on the benzyl ring of the compound.

The HSA-iophenoxic acid structure indicates that high-affinity binding to drug site 1 is likely to be due to extensive desolvation of the compound, coupled with the ability of the binding pocket to provide a full set of salt-bridging or hydrogen bonding partners for its polar groups. Consistent with this interpretation, the structure also suggests that the lower-affinity binding of iopanoic acid arises because replacement of the 3-hydroxyl by an amino group eliminates hydrogen bonding to Arg 257. This finding underscores the importance of polar interactions in high-affinity binding to albumin.

苯氧酸是一种碘化放射造影剂,由于其在体内的半衰期特别长,部分原因是其与人血清白蛋白(HSA)的高亲和力结合,因此已退出临床使用。它被碘化苯基环3位的氨基而不是羟基取代,因此与白蛋白结合的亲和力较低,从体内排出的速度更快。为了了解苯氧酸是如何与白蛋白紧密结合的,我们想要研究它与HSA相互作用的结构基础。我们测定了在2.75℃时与邻苯二甲酸配合物的HSA共晶结构。分辨率显示了总共四个结合位点,其中两个-在药物上的蛋白位点1和2 -可能在临床剂量下被占用。吩氧酸的高亲和力结合发生在药物位点1。结构表明化合物上的极性和极性基团参与了其与药物位点1的相互作用。特别是,3-羟基与Tyr 150和Arg 257的侧链形成3个氢键。与药物位点2的结合模式相似,除了化合物的苯基环上的羟基没有结合伙伴。hsa -邻苯氧酸结构表明,与药物位点1的高亲和力结合可能是由于化合物的广泛脱溶,再加上结合袋能够为其极性基团提供全套盐桥或氢键伙伴。与这一解释一致的是,该结构还表明,由于氨基取代了3-羟基,消除了与Arg 257之间的氢键,所以iopanoic酸的亲和力较低。这一发现强调了极性相互作用在与白蛋白高亲和力结合中的重要性。
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引用次数: 32
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BMC Structural Biology
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