橡胶树死皮病胶乳C-乳清差异表达蛋白质的筛选与鉴定

橡胶树死皮病(Tapping Panel Dryness,TPD)在世界各橡胶种植园普遍发生,给橡胶种植业带来严重的危害。为了更好地了解和阐明死皮病发生、发展的分子机制,本研究应用双向凝胶电泳技术（2-DE）比较橡胶树死皮株与健康株胶乳C-乳清蛋白质组表达的差异。采用固相pH梯度双向凝胶电泳分离橡胶树死皮株与健康株C-乳清的总蛋白质,凝胶经考染显色后,用PDQuest7.40图像分析软件进行比较分析,识别差异表达的蛋白质。这些点经过胶内酶切后进行基质辅助激光解析电离飞行时间质谱(MALDI-TOF-MS)分析获取肽质指纹图谱(PMF),Mascot软件搜索SWISS-PROT和NCBInr数据库鉴定蛋白质。结果：①橡胶树死皮株与健康株C-乳清凝胶的平均蛋白质点数分别为1075±35和1134±27,其平均匹配的点数分别为982±38和1008±22,组内图像匹配率达91.89﹪和88.72﹪。②橡胶树死皮株与健康株C-乳清组间的平均匹配蛋白点数为970±25。利用MALDI-TOF-MS质谱技术对40个差异明显的蛋白点进行分析鉴定,通过查询数据库鉴定了27个蛋白质。本研究建立了分辨率高且重复性较好的橡胶树死皮株与 健康株胶乳C-乳清的双向凝胶电泳图谱,并应用质谱技术鉴定了其中表达差异的蛋白质点,这些差异表达的蛋白质可能参与了死皮发生和发展的过程。     

串联质谱数据的从头解析与蛋白质的数据库搜索鉴定

蛋白质的鉴定是蛋白质组学研究中必不可少的一步。用串联质谱 (tandemmassspectrometry ,MS/MS)可以进行多肽的从头测序 (denovosequencing) ,并搜索数据库以鉴定蛋白质。用图论以及真实谱 理论谱联配 (alignment)的方法对串联质谱得到的多肽图谱进行从头解析 ,得到了可靠的多肽序列 ,并应用到数据库搜索中鉴定了相应的蛋白质。同时 ,还用统计的方法对SwissProt以及TrEMBL蛋白质数据库进行了详细的分析。结果表明 ,3个四肽或者 2个五肽或者 1个八肽一般可以唯一地确定一个蛋白质     

利用EST序列构建Mascot本地数据库

对蛋白质质谱数据进行数据库比对和鉴定是蛋白质组学研究技术中的一个重要步骤。由于公共数据库蛋白质数据信息不全,有些蛋白质质谱数据无法得到有效的鉴定。而利用相关物种的EST序列构建专门的质谱数据库则可以增加鉴定未知蛋白的几率。本文介绍了利用EST序列构建Mascot本地数据库的具体方法和步骤,扩展了Mascot检索引擎对蛋白质质谱数据的鉴定范围,从数据库层面提高了对未知蛋白的鉴别几率,为蛋白质组学研究提供了一种较为实用的生物信息学分析技术。     

长双歧杆菌BBMN68 可溶性蛋白质图谱的建立

为了建立长双歧杆菌BBMN68蛋白质图谱,采用双向电泳的方法建立了2-D参考图谱,通过MALDI-TOF/MS质谱鉴定和数据库搜索,鉴定到206个蛋白质(占长双歧杆菌BBMN68基因预测总蛋白的11.4%)。通过2-D胶分析,共有800±15(对数期)和800±20(稳定期)个蛋白质,其中282个蛋白点成功鉴定,代表206个不同的蛋白质。另外,分析了实验鉴定蛋白质的等电点和分子量,蛋白功能,密码子偏好性,蛋白质疏水性以及蛋白质细胞定位的分析。研究结果为长双歧杆菌的比较蛋白质组学研究提供了参考图谱和蛋白质基础信息数据。     

牛血清白蛋白胰蛋白酶酶解产物的色谱-质谱联用分析及其三种数据库搜寻鉴定方法的比较

利用反相高效液相色谱 (RP HPLC)和电喷雾串联质谱 (ESI MS MS)联用技术直接对模式蛋白分子 (牛血清白蛋白 ,BSA)的胰蛋白酶酶解产物进行分离和测定 .获得的一系列BSA酶解片段的一级 (MS)和二级 (MS MS)质谱数据经分析软件处理后 ,分别在不同处理和不同参数条件下 ,用 3种不同的方法通过网上蛋白质数据库进行蛋白质搜寻鉴定 .结果显示 ,3种搜寻法都能正确地鉴定该蛋白质 ,其中以利用MS数据的肽质量指纹谱搜寻法 (PMF法 )较为快捷方便 ,但鉴定结果易受数据处理和数据库搜寻鉴定时参数设置等因素的影响 ;利用未解析MS MS数据 (rawMS MSdata)的搜寻法可在较宽的搜寻参数变化范围内获得明确的鉴定结果 ;而借助从头测序 (denovosequencing)结果的序列搜寻法 (sequencequery)则显示出更高的专一性 ,利用较少酶解片段数据就能得到稳定和明确的鉴定结果 ,搜寻参数变化的影响很小 .就酶解条件、数据处理和搜寻参数设置对蛋白质鉴定结果的影响展开详细的讨论 ,为蛋白质组学研究中的数据处理和库搜寻鉴定积累了可借鉴的资料     

大腹园蛛(Araneus ventricosus)粗毒双向电泳及质谱分析

以大腹园蛛粗毒为材料,用固相pH梯度等电聚焦IPG(immobilized pH gradient)和SDS-PAGE(sodium dodecyl sulfate polyacrylamide gel electrophoresis)获得蛋白质组双向电泳图谱,经Bio-Rad公司的PDQUEST软件进行图像分析,检测到500个左右的蛋白质点．对其图谱的部分蛋白质点酶解后使用Micromass公司的ESI-Q-TOF进行了鉴定．得到了质量较好的MS／MS数据．然后将其在MS-Fit中的genepeptide数据库和Mascot的Swissprot中进行搜索从而对蛋白质点进行鉴定．目前初步获得5个组分的鉴定结果．     

葱蝇非滞育与夏滞育蛹蛋白的双向凝胶电泳比较分析

【目的】比较分析葱蝇Delia antiqua非滞育与夏滞育蛹的蛋白表达差异, 为进一步揭示昆虫滞育的分子调控机理和昆虫防治提供理论基础。【方法】以非滞育和夏滞育的蛹为材料, 提取总蛋白; 进行双向凝胶电泳和凝胶图像分析, 对并差异蛋白质进行MALDI-TOF MS质谱鉴定, 获得该点的质量指纹图谱; 利用MASCOT软件在NCBI和SWISS PORT蛋白质数据库中进行搜索鉴定。【结果】非滞育和夏滞育蛹的蛋白表达存在显著差异。通过质谱鉴定和生物信息学分析, 13个差异表达的蛋白质分别为胶原蛋白、 纺锤丝组装非正常蛋白6(SAS6)、 5,10-亚甲基四氢叶酸合成酶(MTHFS)、 Bnb蛋白(bangles and beads)及其他功能未知蛋白。【结论】葱蝇在夏滞育时期, 蛹体内的某些蛋白被上调或下调表达。本研究所鉴定的蛋白中, 部分可能是参与滞育相关的蛋白质网络中的成员, 它们可能在抗高温、 染色体分离、 叶酸代谢等生理过程中发挥重要作用。     

家蚕丝腺蛋白质组学研究方法的建立

通过高精度的双向电泳技术对家蚕中部丝腺组织的蛋白质进行分离,采用基质辅助激光解析电离飞行时间质谱(matrix-assistedlaserdesorption/ionizationtimeofflightmassspectrometry,MALDI-TOF-MS)对其中一些表达量较高的蛋白点进行鉴定,并利用GPMAW(GeneralProtein/MassAnalysisforWindows)软件结合家蚕基因组预测的蛋白质数据库构建本地的肽质量指纹图谱数据库,对所得到的肽质量指纹图谱进行分析。研究发现,经过双向凝胶电泳及其图象分析技术,硝酸银染色和考马斯亮蓝染色分别能分离出500个以上和100个以上的蛋白点。这些蛋白质点主要集中在分子量15~90kD区域,等电点pH3·5~7之间。MALDI-TOF-MS鉴定的25个考染蛋白点中有60%以上的PMF(PeptideMassFingerprint)的信号峰较强。在数据库检索过程中,利用家蚕肽质量指纹数据库所得检索结果与在Mascot的检索结果相比,前者不仅能够准确鉴定出一些已有研究报道的蛋白,从而验证检索方法的可行性,而且还能够对一些已经被家蚕基因组数据库所预测但未曾报道的新蛋白质进行鉴定,从而建立了一整套适合于家蚕蛋白质组研究的方法,并为其它绢丝昆虫蛋白质组研究提供了重要参考。     

人健康肝组织核心岩藻糖基化蛋白质的鉴定及生物信息学分析

糖蛋白质组学方法鉴定人健康肝组织核心岩藻糖基化蛋白质,将有助于发现肝癌、慢性肝病相关异常核心岩藻糖基化蛋白质.应用凝集素亲和层析技术、双向电泳(2-DE)联合基质辅助激光解吸飞行时间串联质谱(MALDI-TOF-MS/MS)分析,建立人健康肝组织核心岩藻糖基化蛋白表达谱,图谱均点数为(130±3)个,挖取90个蛋白质点进行质谱鉴定,数据库搜索及去冗余后,共鉴定53种蛋白质,主要分布于pI5～9,分子质量为10～100ku区域处.Gene Ontology分类发现它们参与体内代谢等过程,应用NetNGlyc对它们进行糖基化位点预测,并通过蛋白质免疫沉淀联合凝集素亲和印迹对其中的结合珠蛋白前体,α烯醇化酶的核心岩藻糖基化进行了再验证.以上结果提示,凝集素层析、2-DE联合MALDI-TOF-MS/MS分析是一种鉴定某种特定类型糖蛋白的高通量检测方法,所建立的表达谱可用于发现疾病发生、发展中相关的异常核心岩藻糖基化蛋白质.     

僵蚕药材蛋白质分级指纹图谱建立及产地鉴定相关分子研究

建立云南与四川僵蚕药材的总蛋白质指纹图谱及分级指纹图谱,对比分析以发现其中的差异表达蛋白质分子并进行鉴定及生物信息学分析,探索其用于产地鉴定的可行性。提取两种僵蚕的酸溶、碱溶、水溶及醇溶性总蛋白质,对其进行丙酮分级沉淀,对所得样品进行SDS-PAGE指纹图谱对比分析,对所得差异条带进行LC-MS/MS分析,数据库检索后进行生物信息学分析。两种僵蚕的总蛋白质指纹图谱相似度很高,难以据此进行产地鉴定;两种僵蚕的分级指纹图谱则有较显著差异,有望用于产地鉴定;依据分级指纹图谱差异共鉴定出β-葡萄糖苷酶、抗胰凝乳蛋白酶、抗胰蛋白酶、含脂肪酶结构域蛋白等273种蛋白质。云南与四川僵蚕的蛋白质组成及其分级指纹图谱存在显著差异,有望用作产地鉴定的分子依据;醇溶蛋白质构建分级指纹图谱可以提供更加丰富的信息及更好的分辨率;分级指纹图谱技术具有简便易行、分辨率较高的优点,为其他中药材的产地鉴定研究提供了方法学思路。     

Identification of novel Cry1Ac binding proteins in midgut membranes from Heliothis virescens using proteomic analyses

Proteins such as aminopeptidases and alkaline phosphatases, both glycosyl-phosphatidyl-inositol (GPI) anchored proteins, were previously identified as Cry1Ac binding proteins in the Heliothis virescens midgut. To identify additional toxin binding proteins, brush border membrane vesicles from H. virescens larvae were treated with phosphatidyl inositol phospholipase C, and released proteins were resolved by two-dimensional electrophoresis. Protein spots selected by their ability to bind Cry1Ac were identified by MALDI-TOF mass spectrometry coupled to peptide mass fingerprinting (PMF) and database searching. As in previous studies, H. virescens alkaline phosphatase was identified as a Cry1Ac binding protein. V-ATP synthase subunit A and actin were identified as novel Cry1Ac binding proteins in H. virescens. Additional toxin-binding proteins were predicted based on MS/MS fragmentation and de novo sequencing, providing amino acid sequences that were used in database searches to identify a phosphatase and a putative protein of the cadherin superfamily as additional Cry1Ac binding proteins.     

Separation and identification of soybean leaf proteins by two-dimensional gel electrophoresis and mass spectrometry

To establish a proteomic reference map for soybean leaves, we separated and identified leaf proteins using two-dimensional polyacrylamide gel electrophoresis (2D-PAGE) and mass spectrometry (MS). Tryptic digests of 260 spots were subjected to peptide mass fingerprinting (PMF) by matrix-assisted laser desorption/ionization-time of flight (MALDI-TOF) MS. Fifty-three of these protein spots were identified by searching NCBInr and SwissProt databases using the Mascot search engine. Sixty-seven spots that were not identified by MALDI-TOF-MS analysis were analyzed with liquid chromatography tandem mass spectrometry (LC-MS/MS), and 66 of these spots were identified by searching against the NCBInr, SwissProt and expressed sequence tag (EST) databases. We have identified a total of 71 unique proteins. The majority of the identified leaf proteins are involved in energy metabolism. The results indicate that 2D-PAGE, combined with MALDI-TOF-MS and LC-MS/MS, is a sensitive and powerful technique for separation and identification of soybean leaf proteins. A summary of the identified proteins and their putative functions is discussed.     

A protein database constructed from low-coverage genomic sequence of Bacillus megaterium and its use for accelerated proteomic analysis

Peptide mass fingerprint (PMF) matching is a high-throughput method used for protein spot identification in connection with two-dimensional gel electrophoresis (2DE). However, the success of PMF matching largely depends on whether the proteins to be identified exist in the database searched. Consequently, it is often necessary to apply other more sophisticated but also time-consuming technologies to generate sequence-tags for definitive protein identification. On the other hand, modern sequencing technologies are generating a large quantity of DNA sequences, first in unfinished form or with low genome coverage due to the time-consuming and thus limiting steps of finishing and annotation. We recently started to sequence the genome of Bacillus megaterium DSM 319, a bacterium of industrial interest. In this study, we demonstrate that a protein database generated from merely three-fold coverage, unfinished genomic sequences of this bacterium allows a fast and reliable protein spot identification solely based on PMF from high-throughput MALDI-TOF MS analysis. We further show that the strain-specific protein database from low coverage genomic sequence greatly outperforms the commonly used cross-species databases constructed from 13 completely sequenced Bacillus strains for protein spot identification via PMF.     

Proteomic profiling and protein identification by MALDI-TOF mass spectrometry in unsequenced parasitic nematodes

Lack of genomic sequence data and the relatively high cost of tandem mass spectrometry have hampered proteomic investigations into helminths, such as resolving the mechanism underpinning globally reported anthelmintic resistance. Whilst detailed mechanisms of resistance remain unknown for the majority of drug-parasite interactions, gene mutations and changes in gene and protein expression are proposed key aspects of resistance. Comparative proteomic analysis of drug-resistant and -susceptible nematodes may reveal protein profiles reflecting drug-related phenotypes. Using the gastro-intestinal nematode, Haemonchus contortus as case study, we report the application of freely available expressed sequence tag (EST) datasets to support proteomic studies in unsequenced nematodes. EST datasets were translated to theoretical protein sequences to generate a searchable database. In conjunction with matrix-assisted laser desorption ionisation time-of-flight mass spectrometry (MALDI-TOF-MS), Peptide Mass Fingerprint (PMF) searching of databases enabled a cost-effective protein identification strategy. The effectiveness of this approach was verified in comparison with MS/MS de novo sequencing with searching of the same EST protein database and subsequent searches of the NCBInr protein database using the Basic Local Alignment Search Tool (BLAST) to provide protein annotation. Of 100 proteins from 2-DE gel spots, 62 were identified by MALDI-TOF-MS and PMF searching of the EST database. Twenty randomly selected spots were analysed by electrospray MS/MS and MASCOT Ion Searches of the same database. The resulting sequences were subjected to BLAST searches of the NCBI protein database to provide annotation of the proteins and confirm concordance in protein identity from both approaches. Further confirmation of protein identifications from the MS/MS data were obtained by de novo sequencing of peptides, followed by FASTS algorithm searches of the EST putative protein database. This study demonstrates the cost-effective use of available EST databases and inexpensive, accessible MALDI-TOF MS in conjunction with PMF for reliable protein identification in unsequenced organisms.     

High-accuracy peptide mass fingerprinting using peak intensity data with machine learning

For MALDI-TOF mass spectrometry, we show that the intensity of a peptide-ion peak is directly correlated with its sequence, with the residues M, H, P, R, and L having the most substantial effect on ionization. We developed a machine learning approach that exploits this relationship to significantly improve peptide mass fingerprint (PMF) accuracy based on training data sets from both true-positive and false-positive PMF searches. The model's cross-validated accuracy in distinguishing real versus false-positive database search results is 91%, rivaling the accuracy of MS/MS-based protein identification.     

Proteomic Analysis of Cd-Responsive Proteins in Solanum torvum

Proteomic changes induced by Cd have been described in plants in different scenarios. However, there has been no proteomic study on Cd toxicity, including any low Cd-accumulating species. Here, we investigate the response of a low Cd-accumulating species, Solanum torvum, to Cd toxicity at the root proteomic level using two-dimensional gel electrophoresis (2-DGE). The root 2-DGE map consisted of at least 927 reproducible protein spots, of which 45 were classified as differentially expressed proteins based on three replicated separations. MALDI-TOF MS analysis identified 19 of these spots, and MALDI-TOF/TOF MS analysis identified 8 of the spots. The eight proteins identified were two S-adenosylmethionine (SAM) synthetases, actin, an ATP synthase subunit, two tubulin proteins, alcohol dehydrogenase (ADH), and 14-3-3 protein 4. These proteins are involved in phytohormone synthesis, defense responses, energy metabolism, and cytoskeleton construction. Thus, our proteomic analysis revealed that Cd stress promotes an increase in the abundance of proteins involved in antioxidant defenses and anti-stress protection.     

Characterization of a novel allergenic protein from the octocoral Scleronephthya gracillima (Kuekenthal) that corresponds to a new GFP‐like family named Akane

Certain marine organisms have been known to cause allergic reactions among occupational fishermen. We have previously reported that bronchial asthma among the workers engaged in spiny lobster fishing in Japan was caused by octocorals such as Dendronephthya sp. and Scleronephthya gracillima (previously named Alcyonium gracillimum). Now we have found another octocoral, Scleronephthya gracillima (Kuekenthal), which causes the allergic disease in fishermen. The octocoral was characterized as a new green fluorescent protein (GFP)‐like family. The new allergen has a molecular mass of 27 kDa in 1D and 2D SDS‐PAGE under reduced conditions. The 27 kDa component was determined to be an allergen by western blotting, ECL immune staining method and absorption of patient sera with the antigen. Furthermore, the combination of analysis with LC‐ESI‐MS/MS and MASCOT search in the NCBInr database concluded the 27 kDa component had the sequence YPADI/LPDYFK, and that the 22 kDa component had the sequence QSFPEGFSWER, which both matched a GFP‐like protein in Acropora aculeus and in Montastraea annularis. Further analysis by MALDI‐TOF/MS/MS and MASCOT search in the NCBInr database of all 27 kDa eight spot components from 2D SDS‐PAGE indicated that the sequence QSFPEGFSWER also matched as GFP‐like protein in Lobophyllia hemprichii and Scleractinia sp. To our knowledge, this is the first report of the new allergenic protein that corresponds to a new GFP‐like protein named Akane, and which has fluorescent emissions in the red and green part of the spectra at 628 nm and 508 nm, respectively.     

Functional study of hot pepper 26S proteasome subunit RPN7 induced by Tobacco mosaic virus from nuclear proteome analysis

Two-dimensional gel electrophoresis (2-DE) was applied for the screening of Tobacco mosaic virus (TMV)-induced hot pepper (Capsicum annuum cv. Bugang) nuclear proteins. From differentially expressed protein spots, we acquired the matched peptide mass fingerprint (PMF) data, analyzed by MALDI-TOF MS, from the non-redundant hot pepper EST protein FASTA database using the VEMS 2.0 software. Among six identified nuclear proteins, the hot pepper 26S proteasome subunit RPN7 (CaRPN7) was subjected to further study. The level of CaRPN7 mRNA was specifically increased during incompatible TMV-P(0) interaction, but not during compatible TMV-P(1.2) interaction. When CaRPN7::GFP fusion protein was targeted in onion cells, the nuclei had been broken into pieces. In the hot pepper leaves, cell death was exacerbated and genomic DNA laddering was induced by Agrobacterium-mediated transient overexpression of CaPRN7. Thus, this report presents that the TMV-induced CaRPN7 may be involved in programmed cell death (PCD) in the hot pepper plant.     

Prediction of missed cleavage sites in tryptic peptides aids protein identification in proteomics

Protein identification via peptide mass fingerprinting (PMF) remains a key component of high-throughput proteomics experiments in post-genomic science. Candidate protein identifications are made using bioinformatic tools from peptide peak lists obtained via mass spectrometry (MS). These algorithms rely on several search parameters, including the number of potential uncut peptide bonds matching the primary specificity of the hydrolytic enzyme used in the experiment. Typically, up to one of these "missed cleavages" are considered by the bioinformatics search tools, usually after digestion of the in silico proteome by trypsin. Using two distinct, nonredundant datasets of peptides identified via PMF and tandem MS, a simple predictive method based on information theory is presented which is able to identify experimentally defined missed cleavages with up to 90% accuracy from amino acid sequence alone. Using this simple protocol, we are able to "mask" candidate protein databases so that confident missed cleavage sites need not be considered for in silico digestion. We show that that this leads to an improvement in database searching, with two different search engines, using the PMF dataset as a test set. In addition, the improved approach is also demonstrated on an independent PMF data set of known proteins that also has corresponding high-quality tandem MS data, validating the protein identifications. This approach has wider applicability for proteomics database searching, and the program for predicting missed cleavages and masking Fasta-formatted protein sequence databases has been made available via http:// ispider.smith.man.ac uk/MissedCleave.     

Matrix-assisted laser desorption/ionization-tandem mass spectrometry with high resolution and sensitivity for identification and characterization of proteins

Although peptide mass fingerprinting is currently the method of choice to identify proteins, the number of proteins available in databases is increasing constantly, and hence, the advantage of having sequence data on a selected peptide, in order to increase the effectiveness of database searching, is more crucial. Until recently, the ability to identify proteins based on the peptide sequence was essentially limited to the use of electrospray ionization tandem mass spectrometry (MS) methods. The recent development of new instruments with matrix-assisted laser desorption/ionization (MALDI) sources and true tandem mass spectrometry (MS/MS) capabilities creates the capacity to obtain high quality tandem mass spectra of peptides. In this work, using the new high resolution tandem time of flight MALDI-(TOF/TOF) mass spectrometer from Applied Biosystems, examples of successful identification and characterization of bovine heart proteins (SWISS-PROT entries: P02192, Q9XSC6, P13620) separated by two-dimensional electrophoresis and blotted onto polyvinylidene difluoride membrane are described. Tryptic protein digests were analyzed by MALDI-TOF to identify peptide masses afterward used for MS/MS. Subsequent high energy MALDI-TOF/TOF collision-induced dissociation spectra were recorded on selected ions. All data, both MS and MS/MS, were recorded on the same instrument. Tandem mass spectra were submitted to database searching using MS-Tag or were manually de novo sequenced. An interesting modification of a tryptophan residue, a "double oxidation", came to light during these analyses.