蛋白质结构型的定义和识别

提出紧结构域的概念,由二级结构序列中一段或几段连续的α螺旋和β折叠构成的空间紧密堆集的最大折叠体称为紧结构域.利用3种紧结构域(α域,β域和α/β域)定义球蛋白的5种结构型:α型蛋白,β型蛋白,α/β型蛋白,多域蛋白和ζ型蛋白.将1 261个代表性的蛋白质(1 022家族)进行分类,并和SCOP库的分类做了比较.进行了删去序列冗余的分析.在此基础上提出结构型的预测方案,成功率在82%～85%.     

蛋白质结构型的识别方法

给出了α型、β型、α/β型、多域型蛋白质二级结构主序列六联体的分布规律.提出了根据蛋白质二级结构主序列对蛋白质结构型进行识别(分类)的方法.以蛋白质二级结构主序列三联体为参数,利用Mahalanobis距离方法对上述4种结构型的蛋白质进行识别,分类的总体准确率为81%;以二级结构主序列中六联体的频数构成蛋白质结构的多样性源,利用多样性增量极小化对上述4种结构型进行识别,分类的总体准确率为83%. 同时也给出了对紧结构域的识别途径.     

核盘菌AROM蛋白的三级结构分析

核盘菌编码AROM蛋白的arom基因已经被克隆测序,本文根据该基因翻译的氨基酸序列用同源模建方法和从头模建方法分析了AROM蛋白各结构域的三级结构和功能位点,以及该蛋白二聚体可能的组装方式。结果表明,核盘菌AROM蛋白的脱氢奎尼酸合酶结构域进一步由N-端含有一个Rossmann折叠的α/β结构域和C-端的α螺旋结构域组成;5-烯醇丙酮酰莽草酸-3-磷酸合酶结构域则由两个相似结构域组成,每个结构域含有不同拷贝数的β折叠和α螺旋;莽草酸激酶结构域的N-端由三个β折叠组成;脱氢奎尼酸酶结构域为(α2β2)3多肽,在N-端有一对反平行的β链,在C-端有loop环;莽草酸脱氢酶结构域含有一个由α/β组成的催化结构域和一个含有Rossmann折叠的NADPH结合结构域。     

大鼠MUPP1蛋白PDZ8结构域的生化及晶体结构特性

多重PDZ结构域蛋白1型（MUPP1）是一种存在于上皮细胞和神经细胞内含有13个PDZ结构域的重要支架蛋白.在上皮细胞中,MUPP1蛋白在紧密连接结构的形成和上皮细胞的极化过程中发挥重要作用.而在中枢神经系统中,MUPP1基因的1个提前终止突变导致了其最后12个PDZ结构域的缺失,以及严重的先天性脑积水.此外,MUPP1蛋白的表达水平与酒精依赖性和药物戒断的严重性也具有显著的相关性.因此,对MUPP1蛋白所含的PDZ结构域进行纯化和性质鉴定,将有助于深入研究MUPP1蛋白的功能和分子机制.在本文研究中,利用亲和纯化和分子筛技术,对大鼠来源的MUPP1蛋白的第8个PDZ结构域进行了表达和纯化.多角度激光光散射的数据表明: MUPP1-PDZ8结构域在溶液中为单体,分子量为16.4 kD.圆二色谱结果表明,MUPP1-PDZ8结构域具有较好的二级结构折叠,测得其熔解温度为71.6摄氏度,暗示该PDZ结构域在溶液中非常稳定.最后,MUPP1-PDZ8结构域的晶体结构显示,该结构域属于I 型PDZ 结构域,包含3个α螺旋和6个β折叠.其中GLGL模块、β折叠B上的1 351位亮氨酸,以及α螺旋B上的1 405位异亮氨酸/1 398位组氨酸形成的PDZ结合口袋,可以特异性地与其目标蛋白质的羧基末端相结合.综上所述,本文的研究提供了MUPP1-PDZ8结构域的生化特性,以及该结构域与其目标蛋白质相互作用的分子机制,这将为MUPP1蛋白的功能研究提供生物化学与结构生物学的理论基础.     

大鼠MUPP1蛋白PDZ8结构域的生化及晶体结构特性（英文）

多重PDZ结构域蛋白1型(MUPP1)是一种存在于上皮细胞和神经细胞内含有13个PDZ结构域的重要支架蛋白.在上皮细胞中,MUPP1蛋白在紧密连接结构的形成和上皮细胞的极化过程中发挥重要作用.而在中枢神经系统中,MUPP1基因的1个提前终止突变导致了其最后12个PDZ结构域的缺失,以及严重的先天性脑积水.此外,MUPP1蛋白的表达水平与酒精依赖性和药物戒断的严重性也具有显著的相关性.因此,对MUPP1蛋白所含的PDZ结构域进行纯化和性质鉴定,将有助于深入研究MUPP1蛋白的功能和分子机制.在本文研究中,利用亲和纯化和分子筛技术,对大鼠来源的MUPP1蛋白的第8个PDZ结构域进行了表达和纯化.多角度激光光散射的数据表明:MUPP1-PDZ8结构域在溶液中为单体,分子量为16.4 k D.圆二色谱结果表明,MUPP1-PDZ8结构域具有较好的二级结构折叠,测得其熔解温度为71.6摄氏度,暗示该PDZ结构域在溶液中非常稳定.最后,MUPP1-PDZ8结构域的晶体结构显示,该结构域属于I型PDZ结构域,包含3个α螺旋和6个β折叠.其中GLGL模块、β折叠B上的1 351位亮氨酸,以及α螺旋B上的1 405位异亮氨酸/1 398位组氨酸形成的PDZ结合口袋,可以特异性地与其目标蛋白质的羧基末端相结合.综上所述,本文的研究提供了MUPP1-PDZ8结构域的生化特性,以及该结构域与其目标蛋白质相互作用的分子机制,这将为MUPP1蛋白的功能研究提供生物化学与结构生物学的理论基础.     

锚蛋白重复序列介导的蛋白质-蛋白质相互作用

锚蛋白重复序列(ANK)是生物体中广泛利用的一种序列模体.ANK模体在ANK结构域中折叠成β₂α₂结构,在空间上则形成L型结构.数目不等的ANK串联起来, 依靠氢键和疏水相互作用,组成紧密、稳定的结构域,并且形成了种类众多但功能各异的ANK蛋白质分子.ANK结构域介导蛋白质与蛋白质的相互作用,它能够和多种配体结合,实现纷繁复杂的生物功能.着重介绍几类结构已知的ANK家族蛋白质分子及复合物的结构特征、生理功能及与疾病的关系.     

黄瓜CsEXP 10基因的电子克隆及生物信息学分析

以黄瓜CsEXP10 cDNA片段为信息探针,利用电子克隆和序列拼接方法获得了1191bp的cDNA序列。应用生物信息学软件预测了该蛋白的理化性质、卷曲螺旋、疏水性、信号肽、跨膜结构、糖基位点、活性位点、亚细胞定位及二级和高级结构。结果表明：该蛋白是一个疏水性稳定蛋白,定位于细胞壁,含有4个α-螺旋,11个β-折叠,5个跨膜区域,10个糖基化位点,具有催化域和多糖结合域两个结构域。     

蛋白质折叠类型识别方法研究

蛋白质折叠类型识别是一种分析蛋白质结构的重要方法.以序列相似性低于25%的822个全B类蛋白为研究对象,提取核心结构二级结构片段及片段问氢键作用信息为折叠类型特征参数,构建全B类蛋白74种折叠类型模板数据库.定义查询蛋白与折叠类型模板间二级结构匹配函数SS、氢键作用势函数BP及打分函数P,P值最小的模板所对应的折叠类型为查询蛋白的折叠类型.从SCOP1.69中随机抽取三组、每组50个全β类蛋白结构域进行预测,分辨精度分别为56%、56%和42%;对Ding等提供的检验集进行预测,总分辨精度为61.5%.结果和比对表明,此方法是一种有效的折叠类型识别方法.     

利用质谱技术结合EST库搜索鉴定厚壳贻贝新型足丝蛋白

贻贝利用足丝粘附于水下各种基质表面.作为一种具有优异粘附性能的生物材料,贻贝足丝蛋白在新型水下粘附剂及表面保护涂层的研制与开发中具有重要的仿生学意义.目前,已报道的贻贝足丝蛋白分子达11种,但是仍然有更多的足丝蛋白分子不为人知.为进一步探讨贻贝足丝蛋白的分子多样性,并从中筛选具有特殊生物学功能的足丝蛋白分子,本文采用鸟枪法-液相色谱-质谱/质谱技术（shotgun-LC-MS/MS）对厚壳贻贝足丝蛋白进行了蛋白质组学分析.将厚壳贻贝足丝分为足丝纤维和足丝盘两部分,每一部分均采用醋酸-尿素溶液,以及醋酸-盐酸胍溶液进行蛋白质抽提;抽提后的足丝蛋白经胰蛋白酶酶解,利用线性离子阱四级杆质谱（LTQ）进行鸟枪法质谱分析.二级质谱图（MS/MS）用以搜索公共数据库中的贻贝表达序列标签（expressed sequence tag,EST）数据库.采用上述方法,获得14种贻贝新型足丝蛋白的高可信度结果及其所匹配的部分或全长cDNA序列;经结构域分析,发现上述新型贻贝足丝蛋白分子的序列中多数包含各种类型的结构域,包括胶原蛋白结构域、C1Q结构域、C1Q结合结构域、微管蛋白辅助折叠结构域、蛋白酶拮抗结构域、VWA结构域、几丁质酶结构域等.在此基础上,对上述新型足丝蛋白在贻贝足丝形成以及粘附方面的功能进行了推测.上述结果对进一步了解贻贝足丝的分子组成以及粘附机理奠定了基础.     

一个新的家蚕转录相关锌带蛋白基因的克隆及序列分析

锌带蛋白(zinc ribbon protein )是锌指类蛋白的一种,它的Cys4 Zn(2+)结合位点由3个β₂片层折叠而成,而不是α螺旋结构。锌带结构与锌指结构同为转录因子结合核酸的结构域,锌带蛋白作为转录相关因子在调节基因表达活性等方面具有重要作用。在对家蚕 Bombyx mori蛹cDNA文库测序中,发现一个新的编码家蚕锌带蛋白基因的EST序列（GenBank 登录号DY230964）,以此序列为信息探针检索家蚕EST数据库,通过同源筛选,获得一个新的家蚕锌带蛋白基因cDNA全序列并经RT-PCR检测和克隆、测序验证,结果表明与电子克隆序列完全一致。我们将其命名为 BmZNRD1 (Zinc Ribbon Domain Containing 1)（GenBank登录号DQ432055）。该基因全长为675 bp,由363 bp的开放阅读框序列(ORF)、10 bp的5′端非翻译区序列(5′UTR)和302 bp 的3′端非编码区序列(3′ UTR)组成,其编码的120个氨基酸序列与其他真核生物间具有较高的同源性（达60%左右）,预测分子量为13.54 kD, 等电点为6.8。BmZNRD1编码的氨基酸序列是一种锌带蛋白,推测有2个功能结构域,分别是位于N-端的Cx₂Cx₁₄Cx₂C和C-端的Cx₂Cx₂₄Cx₂C,其中C-端保守氨基酸序列Cx₂Cx₆Yx₃QxRSADEx₂TxFx₂Cx₂C在生物进化中保守性很高,从酵母、果蝇、线虫到两栖类、哺乳类都有发现该结构域的存在,与酵母RNA聚合酶A亚单位9和转录相关蛋白有很高的相似性,推测其具有相同的功能。将BmZNRD1基因cDNA序列与家蚕基因组序列进行比对,结果表明该基因具有3个外显子,2个内含子,外显子/内含子边界符合经典的GT-AG规则。 关键词： 家蚕; 锌带蛋白基因; 电子克隆; 基因克隆; 序列分析     

Computation of conformational entropy from protein sequences using the machine-learning method--application to the study of the relationship between structural conservation and local structural stability

A complete protein sequence can usually determine a unique conformation; however, the situation is different for shorter subsequences--some of them are able to adopt unique conformations, independent of context; while others assume diverse conformations in different contexts. The conformations of subsequences are determined by the interplay between local and nonlocal interactions. A quantitative measure of such structural conservation or variability will be useful in the understanding of the sequence-structure relationship. In this report, we developed an approach using the support vector machine method to compute the conformational variability directly from sequences, which is referred to as the sequence structural entropy. As a practical application, we studied the relationship between sequence structural entropy and the hydrogen exchange for a set of well-studied proteins. We found that the slowest exchange cores usually comprise amino acids of the lowest sequence structural entropy. Our results indicate that structural conservation is closely related to the local structural stability. This relationship may have interesting implications in the protein folding processes, and may be useful in the study of the sequence-structure relationship.     

Expression, purification, and characterization of thymidylate synthase from Lactococcus lactis.

The thymidylate synthase (TS) gene from Lactococcus lactis has been highly expressed in Escherichia coli. The TS protein was purified by sequential chromatography on Q-Sepharose and phenyl-Sepharose. Six grams of cell pellet yielded 140 mg of homogeneous TS. TS is a highly conserved enzyme, and several of the conserved amino acid residues that have been implicated in catalytic function are altered in L. lactis TS. By use of a 3-dimensional homology model, we have predicted covariant changes that might compensate for these differences. With the large amounts of L. lactis TS now available, studies can be pursued to understand the structure-function relationships of this enzyme compared to other TSs and to confirm the presumed roles of the compensatory changes predicted in the homology model.     

Analysis of protein chameleon sequence characteristics

Conversion of local structural state of a protein from an α-helix to a β-strand is usually associated with a major change in the tertiary structure. Similar changes were observed during the self assembly of amyloidogenic proteins to form fibrils, which are implicated in severe diseases conditions, e.g., Alzheimer disease. Studies have emphasized that certain protein sequence fragments known as chameleon sequences do not have a strong preference for either helical or the extended conformations. Surprisingly, the information on the local sequence neighborhood can be used to predict their secondary at a high accuracy level. Here we report a large scale-analysis of chameleon sequences to estimate their propensities to be associated with different local structural states such as α -helices, β-strands and coils. With the help of the propensity information derived from the amino acid composition, we underline their complexity, as more than one quarter of them prefers coil state over to the regular secondary structures. About half of them show preference for both α-helix and β-sheet conformations and either of these two states is favored by the rest.     

Structure‐based classification of FAD binding sites: A comparative study of structural alignment tools

A total of six different structural alignment tools (TM‐Align, TriangleMatch, CLICK, ProBis, SiteEngine and GA‐SI) were assessed for their ability to perform two particular tasks: (i) discriminating FAD (flavin adenine dinucleotide) from non‐FAD binding sites, and (ii) performing an all‐to‐all comparison on a set of 883 FAD binding sites for the purpose of classifying them. For the first task, the consistency of each alignment method was evaluated, showing that every method is able to distinguish FAD and non‐FAD binding sites with a high Matthews correlation coefficient. Additionally, GA‐SI was found to provide alignments different from those of the other approaches. The results obtained for the second task revealed more significant differences among alignment methods, as reflected in the poor correlation of their results and highlighted clearly by the independent evaluation of the structural superimpositions generated by each method. The classification itself was performed using the combined results of all methods, using the best result found for each comparison of binding sites. A number of different clustering methods (Single‐linkage, UPGMA, Complete‐linkage, SPICKER and k‐Means clustering) were also used. The groups of similar binding sites (proteins) or clusters generated by the best performing method were further analyzed in terms of local sequence identity, local structural similarity and conservation of analogous contacts with the FAD ligands. Each of the clusters was characterized by a unique set of structural features or patterns, demonstrating that the groups generated truly reflect the structural diversity of FAD binding sites. Proteins 2016; 84:1728–1747. © 2016 Wiley Periodicals, Inc.     

MotViz: a tool for sequence motif prediction in parallel to structural visualization and analyses

Linking similar proteins structurally is a challenging task that may help in finding the novel members of a protein family. In this respect, identification of conserved sequence can facilitate understanding and classifying the exact role of proteins. However, the exact role of these conserved elements cannot be elucidated without structural and physiochemical information. In this work, we present a novel desktop application MotViz designed for searching and analyzing the conserved sequence segments within protein structure. With MotViz, the user can extract a complete list of sequence motifs from loaded 3D structures, annotate the motifs structurally and analyze their physiochemical properties. The conservation value calculated for an individual motif can be visualized graphically. To check the efficiency, predicted motifs from the data sets of 9 protein families were analyzed and MotViz algorithm was more efficient in comparison to other online motif prediction tools. Furthermore, a database was also integrated for storing, retrieving and performing the detailed functional annotation studies. In summary, MotViz effectively predicts motifs with high sensitivity and simultaneously visualizes them into 3D strucures. Moreover, MotViz is user-friendly with optimized graphical parameters and better processing speed due to the inclusion of a database at the back end. MotViz is available at http://www.fi-pk.com/motviz.html.     

Molecular Comparison of Dengue Type 1 Mochizuki Strain Virus and Other Selected Viruses Concerning Nucleotide and Amino Acid Sequences of Genomic RNA: A Consideration of Viral Epidemiology and Variation

Dengue-1 (D1) Mochizuki strain was examined for its nucleotide and amino acid sequences of genomic RNA and the data obtained were compared with those of other selected virus strains reported previously. Genomic regions corresponding to C, preM and M proteins were the major subjects of study. Parts of E protein were additionally examined. Among the D1 viruses investigated, the Mochizuki virus which was isolated in 1943 in Japan was shown to be close to Philippine 836-1 strain isolated in 1984 and Nauru Island strain isolated in 1974 at the respective places, in contrast with Thai AHF 82-80 strain isolated in 1980 and Caribbean CV1636/77 strain isolated in 1977. At the same time, a difference was noted between the Mochizuki and Philippine/Nauru strains at the cleavage site of preM/M junction: Mochizuki possessed RRGKR/S sequence whereas the Philippine/Nauru had RRDKR/S. The glycosylation site in preM and hydrophobic regions at the carboxyl termini of M and E were well conserved. Significances of the data are discussed in connection with viral epidemiology and variation.     

Grouping of amino acids and recognition of protein structurally conserved regions by reduced alphabets of amino acids

Sequence alignment is a common method for finding protein structurally conserved/similar regions. However, sequence alignment is often not accurate if sequence identities between to-be-aligned sequences are less than 30%. This is because that for these sequences, different residues may play similar structural roles and they are incorrectly aligned during the sequence alignment using substitution matrix consisting of 20 types of residues. Based on the similarity of physicochemical features, residues can be clustered into a few groups. Using such simplified alphabets, the complexity of protein sequences is reduced and at the same time the key information encoded in the sequences remains. As a result, the accuracy of sequence alignment might be improved if the residues are properly clustered. Here, by using a database of aligned protein structures (DAPS), a new clustering method based on the substitution scores is proposed for the grouping of residues, and substitution matrices of residues at different levels of simplification are constructed. The validity of the reduced alphabets is confirmed by relative entropy analysis. The reduced alphabets are applied to recognition of protein structurally conserved/similar regions by sequence alignment. The results indicate that the accuracy or efficiency of sequence alignment can be improved with the optimal reduced alphabet with N around 9.     

Grouping of amino acids and recognition of protein structurally conserved regions by reduced alphabets of amino acids

Sequence alignment is a common method for finding protein structurally conserved/similar regions. However, sequence alignment is often not accurate if sequence identities between to-be-aligned sequences are less than 30%. This is because that for these sequences, different residues may play similar structural roles and they are incorrectly aligned during the sequence alignment using substitution matrix consisting of 20 types of residues. Based on the similarity of physicochemical features, residues can be clustered into a few groups. Using such simplified alphabets, the complexity of protein sequences is reduced and at the same time the key information encoded in the sequences remains. As a result, the accuracy of sequence alignment might be improved if the residues are properly clustered. Here, by using a database of aligned protein structures (DAPS), a new clustering method based on the substitution scores is proposed for the grouping of residues, and substitution matrices of residues at different levels of simplification are constructed. The validity of the reduced alphabets is confirmed by relative entropy analysis. The reduced alphabets are applied to recognition of protein structurally conserved/similar regions by sequence alignment. The results indicate that the accuracy or efficiency of sequence alignment can be improved with the optimal reduced alphabet with N around 9. Supported by the National Natural Science Foundation of China (Grant Nos. 90403120, 10474041 and 10021001) and the Nonlinear Project (973) of the NSM     

CHOP proteins into structural domain-like fragments

We developed a method CHOP dissecting proteins into domain-like fragments. The basic idea was to cut proteins beginning from very reliable experimental information (PDB), proceeding to expert annotations of domain-like regions (Pfam-A), and completing through cuts based on termini of known proteins. In this way, CHOP dissected more than two thirds of all proteins from 62 proteomes. Analysis of our structural domain-like fragments revealed four surprising results. First, >70% of all dissected proteins contained more than one fragment. Second, most domains spanned on average over approximately 100 residues. This average was similar for eukaryotic and prokaryotic proteins, and it is also valid-although previously not described-for all proteins in the PDB. Third, single-domain proteins were significant longer than most domains in multidomain proteins. Fourth, three fourths of all domains appeared shorter than 210 residues. We believe that our CHOP fragments constituted an important resource for functional and structural genomics. Nevertheless, our main motivation to develop CHOP was that the single-linkage clustering method failed to adequately group full-length proteins. In contrast, CLUP-the simple clustering scheme CLUP introduced here-succeeded largely to group the CHOP fragments from 62 proteomes such that all members of one cluster shared a basic structural core. CLUP found >63,000 multi- and >118,000 single-member clusters. Although most fragments were restricted to a particular cluster, approximately 24% of the fragments were duplicated in at least two clusters. Our thresholds for grouping two fragments into the same cluster were rather conservative. Nevertheless, our results suggested that structural genomics initiatives have to target >30,000 fragments to at least cover the multimember clusters in 62 proteomes.