The holm oak leaf proteome: analytical and biological variability in the protein expression level assessed by 2-DE and protein identification tandem mass spectrometry de novo sequencing and sequence similarity searching

As a first approach in establishing the holm oak leaf proteome, we have optimised a protocol for this plant and tissue which includes the following steps: trichloroacetic acid-acetone extraction, two-dimensional gel electrophoresis (2-DE) on pH 5 to 8 linear gradient immobilised pH gradient strips as the first dimension, and sodium dodecyl sulfate-polyacrylamide gel electrophoresis on 13% polyacrylamide gels as the second one. Proteins were detected by Coomassie staining. Gel images were recorded and digitalized, and the protein spots quantified by using a linear regression equation of protein quantity on spot volume obtained against standard proteins. Analytical variance was calculated for one-hundred protein spots from three replicate 2-DE gels of the same protein extract. Biological variance was determined for the same protein spots from independent tissue extracts corresponding to leaves from different trees, or the same tree at different orientations or sampling times during a day. Values of 26% for the analytical variance and 58.6% for the biological variance among independent trees were obtained. These values provide a quantified and statistical basis for the evaluation of protein expression changes in comparative proteomic investigations with this species. A representative set of the major proteins, covering the isoelectric point range of 5 to 8 and the relative molecular mass(r) range of 14 to 78 kDa, were subjected to liquid chromatography-tandem mass spectrometry analysis. Due to the absence of Quercus DNA or protein sequence databases, a method based on the procedure reported by Liska and Shevchenko including de novo sequencing and BLAST similarity searching against other plant species databases was used for protein identification. Out of 43 analysed spots, 35 were positively identified. The identified proteins mainly corresponded to enzymes involved in photosynthesis and energetic metabolism, with a significant number corresponding to RubisCO.     

板栗疫病菌致病性机理的双向凝胶电泳法研究

双向凝胶电泳技术是蛋白质组学研究的基础性技术平台。如何得到一张高质量的双向凝胶电泳图谱是进行后续研究的关键。为探索适用于板栗疫病菌可溶性总蛋白的最佳提取条件,从蛋白组学角度来探索板栗疫病菌致病性机理,比较了目前在丝状真菌中常用的两种蛋白质提取方法,制备的蛋白质样品经双向凝胶电泳后,在凝胶上呈现的蛋白质斑点的丰度和分布特点。结果表明,两种方法获得的蛋白质主要集中分布在pH4~7的范围内;TCA-丙酮沉淀法得到的图谱分辨率高但是蛋白质总量很少。裂解液-TCA-丙酮沉淀法得到的蛋白质总量较大,通过cleanupkit处理后图谱分辨率可以达到差异蛋白组的要求。随机提取几个银染蛋白点用MALDI-TOFMS/MS进行分析,可以得到高质量的肽质量指纹谱。表明该样品制备方法可以满足蛋白质鉴定的要求。     

Two-dimensional gel electrophoresis pattern (pH 6-11) and identification of water-soluble barley seed and malt proteins by mass spectrometry

A protocol was established for two-dimensional gel electrophoresis (2-DE) of barley seed and malt proteins in the pH range of 6-11. Proteins extracted from flour in a low-salt buffer were focused after cup-loading onto IPG strips. Successful separation in the second dimension was achieved using gradient gels in a horizontal SDS-PAGE system. Silver staining of gels visualized around 380 (seed) and 500 (malt) spots. Thirty-seven different proteins from seeds were identified in 60 spots, among these 46 were visualized also in the malt 2-D pattern. Proteins were identified by peptide mass fingerprinting and by tandem MS sequencing after in-gel digestion by trypsin. In addition, the N-terminal sequence of 10 different proteins from 11 spots was determined after electroblotting to a polyvinylidene difluoride (PVDF) membrane. Five identified proteins (in 9 spots) are involved in glycolysis, 12 in defence against pathogens (21 spots), 4 in storage, folding, and synthesis of proteins, and in nitrogen metabolism (5 spots), 6 in carbohydrate metabolism (11 spots), and 4 in stress and detoxification (9 spots). Six proteins (7 spots) were not grouped in these categories, and 3 were not ascribed a function. The presented 2-D patterns and identifications will be used to describe proteome differences between cultivars and changes during malting.     

Evaluation of three different protocols of protein extraction for Arabidopsis thaliana leaf proteome analysis by two-dimensional electrophoresis

This work was performed to compare three precipitation protocols of protein extraction for 2-DE proteomic analysis using Arabidopsis leaf tissue: TCA-acetone, phenol, and TCA-acetone-phenol. There were no statistically significant differences in protein yield between the three methods. Samples were subjected to 2-DE in the 5 to 8 pH and 14-80 kDa ranges. The TCA-acetone-phenol protocol provided the best results in terms of spot focusing, resolved spots, spot intensity, unique spots detected, and reproducibility. In all, 93 qualitative or quantitative statistically significant differential spots were found between the three protocols. The 2-DE map of TCA-acetone-phenol extracts presented more resolved spots above 40 kDa, with no pI-dependent differences observed between the three protocols. 54 spots were selected for trypsin digestion, and the peptides were analyzed by MALDI-TOF-TOF MS. After database search using peptide mass fingerprinting, and MS/MS combined search, 30 proteins were identified, the proteins from chloroplastic photosynthetic and carbohydrate metabolism being those most highly represented. From these data, we were able to conclude that each extraction protocol had its main features. Considering this, the workflow of any standard comparative proteomic experiment should include the optimization and adaptation of the protein extraction protocol to the plant tissue and to the particular objective pursued.     

一个未知的子宫雌激素反应蛋白ULF-250的鉴定研究

摘要 鉴定一个未知的子宫雌激素反应蛋白（ULF-250）。去卵巢大鼠补充给予雌二醇造成子宫产生大量宫腔液（ULF）,受雌激素调节的蛋白分泌其中。收集ULF分别进行SDS-PAGE和双向电泳（2-DE）分离;通过Western 和2D-Western确认抗ULF-250抗体识别的蛋白成分并与凝胶上的条带或斑点相对应;对目标蛋白分别用MALDI-TOF-MS和HPLC-ESI-MS/MS两种方法进行质谱分析并获得肽段序列数据;与蛋白数据库比对及文献检索鉴定未知蛋白。2D-Western显示抗ULF-250抗体特异识别的蛋白成分。从2D胶上切下对应的蛋白斑点进行MALDI-TOF-MS。 结果提示：ULF-250是ebnerin/DMBT1。另外,经SDS-PAGE分离的250 kD蛋白条带进行液-质联用分析。结果同样提示：ULF-250是ebnerin/DMBT1。与文献报道比较,ULF-250与ebnerin/DMBT1在子宫的组织定位和调节是相同的。因此,我们认为ULF-250是子宫表达的ebnerin/DMBT1。通过2-DE结合质谱分析以及查阅文献确认未知的雌激素反应蛋白ULF-250是ebnerin/DMBT1。此外,我们的研究提示,该蛋白不仅在子宫上皮细胞表达而且分泌到子宫腔液中,其功能值得进一步研究。     

Proteomic analysis of Pinus radiata needles: 2-DE map and protein identification by LC/MS/MS and substitution-tolerant database searching

Pinus radiata is one of the most economically important forest tree species, with a worldwide production of around 370 million m (3) of wood per year. Current selection of elite trees to be used in conservation and breeding programes requires the physiological and molecular characterization of available populations. To identify key proteins related to tree growth, productivity and responses to environmental factors, a proteomic approach is being utilized. In this paper, we present the first report of the 2-DE protein reference map of physiologically mature P. radiata needles, as a basis for subsequent differential expression proteomic studies related to growth, development, biomass production and responses to stresses. After TCA/acetone protein extraction of needle tissue, 549 +/- 21 well-resolved spots were detected in Coommassie-stained gels within the 5-8 pH and 10-100 kDa M(r) ranges. The analytical and biological variance determined for 450 spots were of 31 and 42%, respectively. After LC/MS/MS analysis of in-gel tryptic digested spots, proteins were identified by using the novel Paragon algorithm that tolerates amino acid substitution in the first-pass search. It allowed the confident identification of 115 out of the 150 protein spots subjected to MS, quite unusual high percentage for a poor sequence database, as is the case of P. radiata. Proteins were classified into 12 or 18 groups based on their corresponding cell component or biological process/pathway categories, respectively. Carbohydrate metabolism and photosynthetic enzymes predominate in the 2-DE protein profile of P. radiata needles.     

Variation in the holm oak leaf proteome at different plant developmental stages, between provenances and in response to drought stress

Major proteins of the holm oak leaf proteome have been previously identified using a combination of 2-DE, MS analysis and BLAST similarity search (Jorge et al., Proteomics 2005, 5, 222-234). That study, conducted with field samples from mature trees, revealed the existence of a great variability in the 2-DE protein map, with qualitative as well as quantitative changes, both analytical and biological. A similar study has been carried out with 2-year-old seedlings to analyze and study: (i) changes in the 2-DE protein profile at different tree developmental stages; (ii) the 2-DE protein map variability between three different Spanish provenances; and (iii) variations in the 2-DE protein profile in response to drought stress. Although the protein profile of leaves from seedlings and mature trees was fairly similar, the biological variance found was lower in the former. In the present study, new proteins have been identified. At least four different protein spots differentiated Spanish provenances, two of them identified as an ATP synthase alpha chain, and a 2,3-bisphosphoglycerate-independent phosphoglycerate mutase. Fourteen different protein spots were qualitatively variable between well-watered and drought-stressed seedlings, with some of them corresponding to enzymes of carbohydrate and protein metabolism. Data presented indicated the mobilization of storage proteins and carbohydrates, as well as photosynthesis inhibition under drought conditions.     

Polyethylene glycol fractionation improved detection of low-abundant proteins by two-dimensional electrophoresis analysis of plant proteome

Poor detection of low-abundant proteins is a common problem in two-dimensional electrophoresis (2-DE) for separation of proteins in a proteome analysis. This is attributed partially, at least, to the existence of high-abundant proteins, e.g. ribulose-1,5-bisphosphate carboxylase/oxygenase (Rubisco) in plants. They engage a large proportion of the whole-cell proteins and thus prevent low-abundant proteins from being up-taken by immobilized pH gradient (IPG) strip, consequently making the latter poorly detectable by 2-DE. In this work, we report a straightforward protocol for preparation of whole-cell proteins through differential polyethylene glycol (PEG) precipitation aiming at elimination of Rubisco from plant protein samples. In comparison with 2-DE analysis of protein samples prepared using a conventional TCA/acetone method, a relatively high reproducibility of proteins was achieved using a PEG fractionation protocol in terms of protein yield and protein species. As expected, the large subunit of Rubisco was precipitated predominantly in the 16% PEG fraction. This allowed proteins of the Rubisco-containing fraction to be analyzed separately from those of other PEG fractions. After taking into account the overlapping protein spots among 2-DE gels of all fractions through image and statistical analyses, we detected with this protocol a total 5077 protein spots, among which ca. 80% are proteins undetectable with the TCA/acetone method, while the rest of proteins exhibited a significant increase in their abundance. This protocol was developed using Arabidopsis as a source of protein and thus may also be applicable to protein preparations of other plants.     

Proteomics Associated with Virulence Differentiation of Curvularia lunata in Maize in China

One-dimensional electrophoresis (1-DE) of proteins, two-dimensional electrophoresis (2-DE) of proteins and cloning of cDNA sequence were used to study the virulence differentiation of Curvularia lunata (Wakker) Boed. isolated from maize (Zea maydis L.) in China. From 1-DE gel profiles of proteins, 110 reproducible bands were separated from six isolates of C. lunata CX-3, SD-6, C-152, C107-1, DD-60 and W-18. Sixty-eight bands (61.82%) were polymorphic,suggesting huge biodiversities among the isolates. All isolates for the experiment were clustered into three groups consisting of different virulent types by coefficient value of 0.605. Group 1, consisting of CX-3, SD-6 and C-152 with high virulence displayed more protein bands than Groups 2 and 3, consisting of C107-1 and DD-60 with low virulence. Proteomics approaches based on 2-DE techniques were applied to identify specific proteins associated with the virulence differentiation in CX-3 and DD-60. A total of 423 protein spots were separated. Out of them 75 specific protein spots were displayed in 2-DE gels. Among them 28 protein spots were unique in CX-3 and eight in DD-60, and 39 protein spots were shown on both 2-DE gels but expressed differently in intensity. Twenty protein spots including three unique protein spots and 17 differentially expressed protein spots (more than two-fold DD-60) in CX-3 were further identified with MALDI-TOF MS/MS. Results indicated that most of the identified proteins were found to be associated with virulence differentiation, metabolisms, stress response and signal transduction.One of them was identified as Brn1 protein, which had been reported to be related to melanin biosynthesis and the virulence differentiation in fungi. Combined with our previous findings, we assumed that Brn1 protein and its regulating products might be involved in the virulence differentiation of C. lunata. Consequently, we cloned a Brn1 cDNA fragment and aligned it with the fragments in other fungi. Results indicated that the 633-bp sequence of Brn1 cloned in C. lunata was highly homological with the compared fungi. Further work for the exact gene roles of Brn1 in our case is underway.     

Proteomic analysis of Holm oak (Quercus ilex subsp. ballota [Desf.] Samp.) pollen

This paper presents an analysis of Holm oak pollen proteome, together with an evaluation of the potentiality that a proteomic approach may have in the provenance variability assessment. Proteins were extracted from pollen of four Holm oak provenances, and they were analyzed by gel-based (1- and 2-DE in combination with MALDI-TOF/TOF) and gel-free (nLC-LTQ Orbitrap MS) approaches. A comparison of 1- and 2-DE protein profiles of the four provenances revealed significant differences, both qualitative and quantitative, in abundance (18 bands and 16 spots, respectively). Multivariate statistical analysis carried out on bands and spots clearly showed distinct associations between provenances, which highlight their geographical origins. A total of 100 spots selected from the 402 spots observed on 2-DE gels were identified by MALDI-TOF/TOF. Moreover, a complementary gel-free shotgun approach was performed by nLC-LTQ Orbitrap MS. The identified proteins were classified according to biological processes, and most proteins in both approaches were related to metabolism and defense/stress processes. The nLC-LTQ Orbitrap MS analysis allowed us the identification of proteins belonging to the cell wall and division, transport and translation categories. Besides providing the first reference map of Holm oak pollen, our results confirm previous studies based on morphological observations and acorn proteomic analysis. Moreover, our data support the valuable use of proteomic techniques as phylogenetic tool in plant studies.     

In-gel total protein quantification using a ninhydrin-based method

Precise in-gel quantification of total protein amount of bands or spots in gels is the basis of subsequent biochemical, molecular biological and immunological analyses. Though several methods have been designed to evaluate relative amounts of proteins, these methods are of limited reliability because (semi-) quantifications depend on the amount of protein migrating into the gel and different proteins may lead to different absorptions/intensities of stained bands or spots. In the present study, we described a method to quantify both, hydrophilic and hydrophobic proteins using in-gel digestion with proteinase K, subsequent extraction and acid hydrolysis followed by the use of the ninhydrin reaction. The protocol is accurate and compatible with mass spectrometric characterization of proteins. Reproducible in-gel protein quantification was performed from SDS-PAGE and IEF/SDS-PAGE gels using bovine serum albumin as a standard protein. Bacteriorhodopsin separated on SDS-PAGE gel was quantified in addition in order to show that the method is also suitable for quantification of hydrophobic protein. This protocol for reliable in-gel protein quantification, which not only provides “arbitrary units of optical density”, can also be completed in a minimum of 4 days or maximum 1 week depending on the type of electrophoresis with the disadvantage of being time consuming.     

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。     

Wheat cultivar-specific proteins in grain revealed by 2-DE and their application to cultivar identification of flour

Wheat flour proteins were studied to identify the cultivar-specific proteins and use them to identify cultivars in flours. Proteins extracted from flours of Japanese wheat (cultivars Hokushin, Horoshirikomugi, Kitanokaori and Kachikei 33) and Canadian wheat (Canada Western Red Spring Wheat No. 1; 1CW) were analyzed by 2-DE with IEF gels over three pH ranges: pH 4-7, pH 5-8, and pH 6-11. This system enabled detection of more than 1600 protein spots. We recognized that among 50 protein spots showing cultivar-dependent qualitative changes, 25 proteins were wheat cultivar specific. These 50 protein spots were analyzed by N-terminal Edman degradation microsequencing and MALDI-TOF-MS; 21 protein spots were storage proteins, such as gliadin and low-molecular mass glutenin subunit. Five protein spots were identified as dehydroascorbate reductase (Triticum aestivum), triticin precursor (T. aestivum), alpha-amylase inhibitor (Oryza sativa), DNA-binding with one finger (Dof) zinc family protein (O. sativa), and nonphototropic hypocotyl 1 (NPH1) protein (Avena sativa). The other protein spots appeared to be hypothetical proteins (O. sativa or Arabidopsis thaliana) or functional unknown proteins. These specific proteins can be used as markers to identify wheat cultivars in blended flour composed of two or three flours.     

应用优化的双向电泳技术建立纤维堆囊菌So0157-2蛋白质组数据库

堆囊菌丰富的次级代谢产物是新药的重要来源,而蛋白质组学分析是研究代谢调控的有效方法．然而堆囊菌含有大量的胞外多糖以及黏液,干扰了蛋白质组学分析中蛋白质的溶解度、分辨率及重现性．为了高通量地筛选Sorangium cellulosum So0157-2表达的特异性蛋白,实验优化了S. cellulosum So0157-2双向电泳方法．首先,S. cellulosum So0157-2蛋白在裂解液中有更好的溶解度．pH 3～10非线性胶条和1 mg的蛋白上样量适用于第一向等电聚焦,分别提高了蛋白质点的分辨率和低丰度蛋白质的表达．15% SDS-PAGE 改善了S. cellulosum So0157-2蛋白分离的分辨率和重现性．最终,通过优化的双向电泳方法获得了S. cellulosum So0157-2 在M26培养基中培养3天的全蛋白质表达谱,并检测到552个蛋白质点．进而对表达蛋白通过MALDI-TOF-MS进行质谱鉴定,其中474个蛋白质得到鉴定,鉴定率85.9%．得到鉴定的蛋白质包括细胞结构和功能组分,以及细胞代谢合成酶类,其中8个蛋白质与糖类的转化和代谢相关,这有助于糖基化埃博霉素A的深入研究．该优化方法为进一步建立纤维堆囊菌So0157-2在各种培养条件下的蛋白质组表达数据库打下基础．     

柑橘叶片和果皮总蛋白质提取及双向电泳体系的建立

以春甜橘(Citrus reticulata Blanco‘Chuntianju’)果皮和叶片为材料,分别用Tris-HCl、尿素/硫脲(Thi/Urea)、三氯乙酸/丙酮(TCA)和酚(Phe)等4种方法提取柑橘总蛋白质,从蛋白质产量、单向SDS-PAGE和双向电泳等方面进行比较。结果表明,4种方法的分离效果存在较大差异,不论是以柑橘叶片还是果皮为材料,均以TCA法最好,且双向电泳图谱分辨率较好,蛋白点清晰、均匀、基本没有条纹,且蛋白点多。这说明TCA法不仅能很好地去除柑橘果皮、叶片中存在的大量干扰物质,而且还能得到稳定的蛋白点。     

冬虫夏草蛋白图谱及干燥条件对超氧化物歧化酶活性影响

本文采用十二烷基磺酸钠-聚丙烯酰胺凝胶电泳（SDS-PAGE）和双向电泳（2-DE）技术对3个野生冬虫夏草样本和3个培植冬虫夏草样本进行了比较分析。SDS-PAGE结果显示6个样品的蛋白质分子量主要分布在3-66.4kDa之间,Quantity one软件处理凝胶图谱显示蛋白条带在20-23条之间;采用PDQuest软件对双向电泳图谱处理,共检测到670-936个蛋白点,蛋白质主要分布在等电点为pI 4.5-6、分子量为29.0-66.7kDa和14.3-20.1kDa两个区域。尽管在不同样品之间存在一定程度的蛋白质差异,但是并没有发现野生冬虫夏草和培植冬虫夏草之间有显著差异。以超氧化物歧化酶（SOD）活力为评价指标对新鲜冬虫夏草以及冷冻干燥、20℃阴干和60℃烘干冬虫夏草样品进行比较,发现新鲜冬虫夏草SOD活力最高,冷冻干燥对冬虫夏草SOD活力的影响小于20℃阴干干燥,60℃烘干干燥对冬虫夏草SOD活力破坏最大,结果表明干燥条件对冬虫夏草SOD活性极其重要。     

用于双向凝胶电泳分析的奶牛乳清蛋白样品制备方法的比较

为建立适用于双向凝胶电泳分析的奶牛乳清蛋白的制备方法,分别比较了直接裂解法、三氯乙酸-丙酮法,Trizol法和2-D clean up kit法对奶牛乳清蛋白提取效率和双向凝胶电泳图谱的影响.用2-D Quant Kit试剂盒测定蛋白浓度,分别用十二烷基磺酸钠 聚丙烯酰胺凝胶电泳和双向凝胶电泳进行奶牛乳清蛋白的分离.蛋白定量结果表明,2-D clean up kit法产率最高,直接裂解法、三氯乙酸-丙酮法次之,trizol法产率最低;十二烷基磺酸钠-聚丙烯酰胺凝胶电泳结果表明,2- D clean up kit法提取的蛋白质量最高;双向电泳图谱分析表明,2-D clean up kit法得到的蛋白图谱与另外3种方法相比,检测到的蛋白点最多,图谱背景清晰,分辨率最高.结果提示,2-D clean-up法相对最适合于双向凝胶电泳分析奶牛乳清蛋白样品的制备,尤其对一些低丰度高分子量蛋白的分离效果较为明显.     

小麦旗叶高纯度质膜的提取及蛋白质组学双向电泳体系的建立

以生长到Feekes 8.5时期小麦旗叶为试验材料,通过差速离心结合两相法提取 并纯化质膜蛋白,进而在裂解液选择、SDS-PAGE胶浓度及蛋白质上样量等方面对质膜蛋白质双向电泳体系进行了优化.结果表明,采用6.4% PEG 3 350/Dextran T-500 (W/W)两相体系可以获得纯度高达87.9%质膜微囊. 经TCA-丙酮法裂解蛋白,以12% SDS-PAGE分离胶对900 μg质膜蛋白进行双向电泳,在2-DE图谱上可分辨出173个蛋白点. 建立了一套用于小麦旗叶高纯度质膜的提取方法及其蛋白质组学双向电泳体系.