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.     

多子房小麦蛋白质双向电泳体系的建立及优化

为建立适用于显性多子房小麦细胞质效应的蛋白质双向电泳体系,以显性多子房小麦材料DUOII与特异细胞质材料TeZhiI杂交的F1幼穗为材料,采用TCA-丙酮法提取蛋白质,并在IPG胶条长度和pH范围、SDS-PAGE凝胶浓度及蛋白质上样量等方面,对多子房小麦幼穗蛋白质双向电泳体系进行了探究与优化.结果表明,本文采用的蛋白质定量方法准确度高(R²=0.9999),确立了17 cm, pH4～7的IPG胶条, 12% SDS-PAGE分离胶,上样量为900 μg的双向电泳方法体系,获得了最适合本研究蛋白质组分析的双向电泳图谱. 经PDQuest 2DE 8.0.1软件分析,2-DE图谱上可分辨出1.444±14个清晰蛋白质点,且重复性较高(95%), 相关系数为0.960. 建立了一套适用于显性多子房小麦细胞质效应研究的蛋白质双向电泳体系.     

A high-efficiency,two-dimensional gel electrophoresis platform for mature leaves of grass pea (<Emphasis Type="Italic">Lathyrus sativus</Emphasis> L.)

Grass pea (Lathyrus sativus L.) is the most drought-tolerant legume crop rich in dietary protein. However, little is known about the molecular mechanisms of its drought resistance. Two-dimensional gel electrophoresis (2-DE) is an important experiment technique in proteomics, which has been applied extensively in studies on plant resistance to abiotic stress. To establish an effective 2-DE platform and further study the drought-resistance mechanisms of grass pea using proteomic approaches, three protein extraction methods, different isoelectric focusing (IEF) conditions and various types of gel strips were evaluated using mature leaves. The results showed that the trichloroacetic acid (TCA)/acetone protein extraction method, extending time at low voltage for IEF and using 18 cm gel strip with pH 4.0–7.0 were optimum conditions for 2-DE analysis of grass pea leaves. Applying these optimized 2-DE conditions, 1,481 total protein spots were detected in control leaves and 1,346 spots in polyethylene glycol -treated leaves, of which 67 differentially expressed protein spots were obtained relative to the control. These data suggested that an efficient 2-DE platform with high repeatability and resolution for grass pea mature leaves had been established for the first time here, which could be further used to investigate the drought-resistance molecular mechanisms of grass pea.     

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。     

Protein spot detection and quantification in 2-DE gel images using machine-learning methods

Two-dimensional gel electrophoresis (2-DE) is the most established protein separation method used in expression proteomics. Despite the existence of sophisticated software tools, 2-DE gel image analysis still remains a serious bottleneck. The low accuracies of commercial software packages and the extensive manual calibration that they often require for acceptable results show that we are far from achieving the goal of a fully automated and reliable, high-throughput gel processing system. We present a novel spot detection and quantification methodology which draws heavily from unsupervised machine-learning methods. Using the proposed hierarchical machine learning-based segmentation methodology reduces both the number of faint spots missed (improves sensitivity) and the number of extraneous spots introduced (improves precision). The detection and quantification performance has been thoroughly evaluated and is shown to compare favorably (higher F-measure) to a commercially available software package (PDQuest). The whole image analysis pipeline that we have developed is fully automated and can be used for high-throughput proteomics analysis since it does not require any manual intervention for recalibration every time a new 2-DE gel image is to be analyzed. Furthermore, it can be easily parallelized for high performance and also applied without any modification to prealigned group average gels.     

西花蓟马蛋白的提取及双向电泳体系的建立

【目的】蛋白样品的制备是获得良好双向凝胶电泳(2-DE)图谱的前提,建立合理的西花蓟马蛋白的双向电泳体系,获得分辨率较高、重复性较好的图谱,能够为后续的研究提供有力支撑。【方法】实验以西花蓟马成虫为实验材料,对比了饱和酚法、TCA/丙酮法和直接裂解法3种蛋白提取方法,从中选出最适宜双向电泳分析的一种蛋白提取方法。【结果】3种方法蛋白提取率差异显著,直接裂解法蛋白提取率最高,饱和酚法的蛋白提取率最低;3种方法的SDS-PAGE条带数差异不明显;TCA/丙酮法的双向凝胶图谱效果最好,蛋白点最多。【结论】TCA/丙酮法能够有效去除西花蓟马蛋白中的干扰物质,是最适合西花蓟马双向凝胶电泳的蛋白提取方法,为后续西花蓟马在蛋白组学方面的研究奠定了基础。     

Geometric algorithms for the analysis of 2D-electrophoresis gels.

In proteomics, two-dimensional gel electrophoresis (2-DE) is a separation technique for proteins. The resulting protein spots can be identified either by using picking robots and subsequent mass spectrometry or by visual cross inspection of a new gel image with an already analyzed master gel. Difficulties especially arise from inherent noise and irregular geometric distortions in 2-DE images. Aiming at the automated analysis of large series of 2-DE images, or at the even more difficult interlaboratory gel comparisons, the bottleneck is to solve the two most basic algorithmic problems with high quality: Identifying protein spots and computing a matching between two images. For the development of the analysis software CAROl at Freie Universit?t Berlin, we have reconsidered these two problems and obtained new solutions which rely on methods from computational geometry. Their novelties are: 1. Spot detection is also possible for complex regions formed by several "merged" (usually saturated) spots; 2. User-defined landmarks are not necessary for the matching. Furthermore, images for comparison are allowed to represent different parts of the entire protein pattern, which only partially "overlap." The implementation is done in a client server architecture to allow queries via the internet. We also discuss and point at related theoretical questions in computational geometry.     

Evaluation of sample extraction methods for proteomic analysis of coniferous seeds

In this study, three methods of protein extraction from the seeds of the Chinese fir were compared by examining the quality (including the number of protein spots observed) in the two-dimensional gel electrophoresis (2-DE), obtained by isoelectric focusing and sodium dodecyl sulfate polyacrylamide gel electrophoresis of the total released protein. Three protein extraction methods were: TCA-acetone precipitation, SDS extraction/acetone precipitation, and phenol extraction methanol/ammonium acetate precipitation. The results showed that TCA-acetone precipitation was the most effective method for protein extraction; it gave the highest yield of total protein (8.9 mg protein per g seed weight) and the greatest number of proteins spots (1,034 spots) on the 2-DE gel. Further, several proteins were identified by liquid chromatography mass spectrometry (LC MS/MS), which are legumin-like storage protein, similar to AMP binding/acetate-CoA ligase, similar to 40S ribosomal protein S20, actin, ascorbate peroxidase, Similar to cysteine synthase, and unknown protein. These data demonstrates that TCA-acetone precipitation followed by 2-DE and LC MS/MS is a suitable method for proteomic analysis of coniferous species, such as Chinese fir and provides a valuable starting point for similar proteomic analysis of other coniferous tree species.     

不同上样方式对蛋白质组双向电泳图谱质量的影响比较

蛋白质组技术难点之一是如何获取尽可能多的细胞或组织的蛋白信息.双向电泳蛋白斑点数目直接反映了实验蛋白质组信息的完整性.除样品制备外,蛋白上样方式对双向电泳图谱的质量和完整性有直接的影响.实验论文从以下3个方面考察不同的蛋白上样方式对双向电泳图谱的影响;即：水化上样与杯上样;一次上样与重复上样;以及酸性端加样与碱性端上样.实验结果发现;蛋白上样量较大时,杯上样方式的图谱斑点数目较水化上样方式明显增多;样品蛋白浓度较高时,稀释多次上样明显优于一次性浓缩蛋白上样;蛋白裂解液(MCF7乳腺癌细胞)在酸性端加样对偏碱性蛋白的分离未发现明显优势.相反,在等电聚焦伏小时(Vh) 足够的前提下,碱性端加样对偏碱性端蛋白反而有利,表现为斑点数目较多,而且等电点方向拖尾减轻.实验结果对提高双向电泳的质量以及相关蛋白质组信息的完整性提供了有益的技术参考.     

Validation of a prefractionation method followed by two-dimensional electrophoresis - Applied to cerebrospinal fluid proteins from frontotemporal dementia patients

BACKGROUND: The aim of this study was firstly, to improve and validate a cerebrospinal fluid (CSF) prefractionation method followed by two-dimensional electrophoresis (2-DE) and secondly, using this strategy to investigate differences between the CSF proteome of frontotemporal dementia (FTD) patients and controls. From each subject three ml of CSF was prefractionated using liquid phase isoelectric focusing prior to 2-DE. RESULTS: With respect to protein recovery and purification potential, ethanol precipitation of the prefractionated CSF sample was found superior, after testing several sample preparation methods.The reproducibility of prefractionated CSF analyzed on 2-D gels was comparable to direct 2-DE analysis of CSF. The protein spots on the prefractionated 2-D gels had an increased intensity, indicating a higher protein concentration, compared to direct 2-D gels. Prefractionated 2-DE analysis of FTD and control CSF showed that 26 protein spots were changed at least two fold. Using mass spectrometry, 13 of these protein spots were identified, including retinol-binding protein, Zn-alpha-2-glycoprotein, proapolipoproteinA1, beta-2-microglobulin, transthyretin, albumin and alloalbumin. CONCLUSION: The results suggest that the prefractionated 2-DE method can be useful for enrichment of CSF proteins and may provide a new tool to investigate the pathology of neurodegenerative diseases. This study confirmed reduced levels of retinol-binding protein and revealed some new biomarker candidates for FTD.     

Proteomic analysis of the larval stage of the parasite Echinococcus granulosus: causative agent of cystic hydatid disease

We describe the preparation of Echinococcus granulosus metacestode protein extracts for two-dimensional electrophoresis (2-DE). Protoscoleces and hydatid fluid were prepared by precipitation using trichloroacetic acid (TCA) to remove nonprotein contaminants. Compared to the untreated control, TCA precipitation improved the 2-DE gel profile of the protoscoleces proteins. Comparison of 2-DE gels from insoluble and soluble fractions of the protoscoleces protein extract showed that most proteins are insoluble after lysis by sonication. Host serum proteins, especially albumin and globulins, caused horizontal streaking problems on the hydatid fluid 2-DE gels due to their high content in this sample. Even after the preparation of a hydatid fluid parasite enriched fraction, the high amount of bovine serum albumin and globulins made parasite-specific proteins difficult to detect by 2-DE. Despite the absence of an E. granulosus genome sequencing or expressed sequence tag (EST) projects, it was possible to identify 15 prominent protein spots from a whole protein protoscoleces 2-DE gel by peptide mass fingerprinting. These include actins, tropomyosin, paramyosin, thioredoxin reductase, antigen P-29, cyclophilin, and the heat shock proteins hsp70 and hsp20. This work demonstrates that 2-DE and PMF are important tools to identify proteins from the hydatid fluid and protoscoleces and for the comparative analysis of cysts from different hosts or between active and resting cysts.     

缺铁逆境胁迫下水稻叶片蛋白的双向电泳及其蛋白质组图谱分析

水稻幼苗经缺铁胁迫诱导分别处理1、3、5天后,用酚法和TCA/丙酮法提取叶片中的可溶性蛋白进行双向电泳分析,从而研究在缺铁条件下叶片中蛋白表达的动态变化规律.结果显示1.不同pH IPG胶条分离蛋白的效果不同.用pH3-10的IPG胶条进行双向电泳,经考马斯亮蓝染色后,可在胶面上检测到大约450个蛋白点,其中约有89%的蛋白是酸性蛋白.如果用pH4-7的IPG胶条进行双向电泳,则可检测到大约600个蛋白点,其中有29个蛋白是上调表达,1个蛋白是下调表达,5个蛋白是诱导特异表达.2.不同方法提取的可溶性蛋白质量不同.TCA法简单易操作,似乎对于碱性蛋白的抽提效果更好,在2-DE图像上,减性端显示的蛋白点多;但此方法所得蛋白的再溶性差.酚法提取的蛋白再溶性好,所抽提的蛋白量较大,纯度较高.     

Different techniques for urinary protein analysis of normal and lung cancer patients

Many components in urine are useful in clinical diagnosis and urinary proteins are known as important components to define many diseases such as proteinuria, kidney, bladder and urinary tract diseases. In this study, we focused on the comparison of different sample preparation methods for isolating urinary proteins prior to protein analysis of pooled healthy and lung cancer patient samples. Selective method was used for preliminary investigation of some putative urinary protein markers. Urine samples were passed first through a gel filtration column (PD-10 desalting column) to remove high salts and subsequently concentrated. Remaining interferences were removed by ultrafiltration or four precipitation methods. The analysis of urinary proteins by high-performance liquid chromatography and sodium dodecyl sulfate-polyacrylamide gel electrophoresis showed many similarities in profiles among preparation methods and a few profiles were different between normal and lung cancer patients. In contrast, the results of two-dimensional gel electrophoresis (2-DE) showed more distinctly different protein patterns. Our finding showed that the sequential preparation of urinary proteins by gel filtration and ultrafiltration could retain most urinary proteins which demonstrated the highest protein spots on 2-D gels and able to identify preliminary urinary protein markers related to cancer. Although sequential preparation of urine samples by gel filtration and protein precipitation resulted in low amounts of proteins on 2-D gels, high Mr proteins were easily detected. Therefore, there are alternative choices for urine sample preparation for studying the urinary proteome and identifying urinary protein markers important for further preclinical diagnostic and therapeutic applications.     

不同提取方法及上样量对牡丹试管苗茎基部蛋白双向电泳的影响

为建立一套适合于牡丹试管苗茎基部蛋白的双向电泳技术,以便更好地利用蛋白质组技术研究牡丹试管苗不定根的发生机理,本研究比较了三种不同蛋白质提取方法对双向电泳结果的影响,并在蛋白质上样量方面进行了比较。结果表明,乙酸铵/甲醇酚提取法所得2-DE图谱的蛋白点很少,仅检测到45个,且较模糊,有明显的拖尾现象,分辨率很低;乙醇/乙醚丙酮法所得的蛋白点也较少(101个),较模糊,且横竖纹干扰较大;三氯乙酸/丙酮法所得蛋白点数较多,可检测到434个清晰的蛋白点,且形状规则,重复性好,适合后续分析,操作也较为简便。用三氯乙酸/丙酮法提取蛋白,采用800μg、1000μg和1200μg三个不同的上样量进行双向电泳,在上样量为1200μg时(IPGpH3～10,24cm),蛋白质在12%SDS-PAGE胶上得到了较好的分离,在2-DE图谱上可分辨出562个蛋白点。因此,三氯乙酸/丙酮法是较适合于牡丹试管苗茎基部蛋白质提取的方法,1200μg是较为合适的上样量。     

适用于盐生植物的双向电泳样品制备方法

比较了三氯乙酸,丙酮沉淀法（TCA）、三氯乙酸沉淀法（E-TCA）和酚抽法（Phe）3种方法对盐生植物盐角草（Salicornia europaea L．）总蛋白的提取效果。3种方法分别得到579、343和535个蛋白点;TCA和E-TCA法所得图谱均存在严重的横向纹理,Phe法所得图谱则背景干净,基本上没有纹理。说明Phe法不仅能很好地提取盐角草蛋白,而且能有效去除样品中的盐分。对Phe法的提取液进行了改进,所得图谱背景更加清晰,蛋白点数增加。为其他盐生植物以及嗜盐微生物蛋白质的提取提供了重要参考。     

Proteome analysis of rat hippocampal neurons by multiple large gel two-dimensional electrophoresis

The goal of the present study was to detect as many protein spots as possible in mammalian cells using two-dimensional gel electrophoresis (2-DE). For proteome analysis, it is of importance to reveal as many proteins as possible. A single standard 2-DE gel (pH 3-10, 18 cm x 20 cm, 13.5% gel) could detect 853 spots from proteins of cultured rat hippocampal neurons when visualized by silver staining. To increase the resolution of the separation and the number of detectable proteins by 2-DE, we utilized seven different narrow pH range immobilized pH gradients in the first dimension. In the second dimension, fourteen long SDS polyacrylamide gels were used: seven 7.5% gels for the separation of high molecular mass proteins (> or = 40 kDa) and seven 13.5% gels for the separation of low molecular mass proteins (< or = 40 kDa). Three hundred and sixty microg of proteins from cultured hippocampal neurons were loaded on to individual gels and visualized by silver staining. All 14 gel images were assembled into a 70 cm x 67 cm cybergel that contained 6677 protein spots, thereby indicating that the utilization of the present strategy led to a 783% increase in the number of detected spots in comparison to the standard procedure. Loading double the amount (720 microg) of proteins on to a 13.5% gel led to a 184% increase in the number of detected spots, thereby indicating that the present strategy has a potential to display more protein spots in the cybergels.     

家蚕蛹期雌雄生殖腺蛋白质双向电泳比较分析

分析家蚕Bombyx mori雌雄生殖腺细胞蛋白质,有利于发现性别分化相关的功能蛋白质,探讨生殖腺发育相关基因的表达调控机理。本研究利用蛋白质双向凝胶电泳和图像分析技术,分析家蚕蛹期第2天的雌雄生殖腺细胞蛋白质。结果表明: 在雄蚕生殖腺蛋白质电泳图谱中共检测到435个蛋白斑点,其中特异性蛋白斑点73个,占总蛋白斑点数的16.8％;雌蚕生殖腺的电泳图谱中有417个蛋白斑点,其中特异性蛋白斑点55个,占总蛋白斑点数的13.2％。雌雄能匹配的蛋白斑点有362对,匹配率达85.0％。     

A "de-streaking" method for two-dimensional electrophoresis using the reducing agent tris(2-carboxyethyl)-phosphine hydrochloride and alkylating agent vinylpyridine

Optimal isoelectric focusing in the alkaline region remains a challenge in two-dimensional gel electrophoresis (2-DE), though various attempts had been made to reduce basic end streaking. The present study reports the application of a novel reduction and alkylation step prior to 2-DE analysis using tris(2-carboxyethyl)-phosphine hydrochloride as a reducing agent and vinylpyridine as an alkylating agent. This simple sample preparation approach effectively eliminates basic end streaks, thereby enabling the analysis and identification of more protein spots resolved by 2-DE.     

An approach to remove albumin for the proteomic analysis of low abundance biomarkers in human serum

Proteomic technologies are being used to discover and identify disease-associated biomarkers. The application of these technologies in the search for potential diagnostic/prognostic biomarkers in the serum of patients has been limited by the presence of highly abundant albumin and immunoglobulins that constitute approximately 60-97% of the total serum proteins. The purpose of the study was to evaluate whether treatment of human serum with Affi-Gel Blue alone or in combination with Protein A (Aurum serum protein mini kit, Bio-Rad) before two-dimensional gel electrophoresis (2-DE) analysis removed high abundance proteins to allow the visualization of low abundant proteins. Serum samples were treated with either Affi-Gel Blue or Aurum kit and then subjected to 2-DE using 11 cm, pH 4-7 isoelectric focussing strips for the first dimension and 10% sodium dodecyl sulfate-polyacrylamide gel electrophoresis for second dimension. Protein spots were visualized using a fluorescent protein dye (SYPRO Ruby, Bio-Rad). Comparison between treatment methods showed significant removal of albumin by both Affi-Gel Blue and Aurum kit and considerable differences in the protein profile of the gels after each treatment. Direct comparison between treatments revealed twenty-eight protein spots unique to Affi-Gel Blue while only two spots were unique after Aurum kit treatment. Unique spots in Affi-Gel Blue and Aurum kit treated serum were not visualized in untreated serum. Sixteen hours of Affi-Gel Blue treatment resulted in enhanced visualization of fifty-three protein spots by two-fold, thirty-one by five-fold, twelve by ten-fold and six by twenty-fold. In parallel after Aurum kit treatment two-, five-, ten- and twenty-fold enhancements of thirty, thirteen, eight and five protein spots, respectively, were observed. The pattern of increased visualization of protein spots with both treatment methods was similar. In conclusion, treatment of serum samples with Affi-Gel Blue or Aurum kit before 2-DE analysis can be used to remove high abundance proteins in order to increase the detection sensitivity of proteins present in low abundance.     

A Standard Operating Procedure (SOP) for the preparation of intra- and extracellular proteins of Clostridium acetobutylicum for proteome analysis

We report on the development of a Standard Operating Procedure (SOP) for extraction and handling of intra- and extracellular protein fractions of Clostridium acetobutylicum ATCC 824 for reproducible high quality two-dimensional gel electrophoresis (2-DE) analyses. Standardized cells from a phosphate-limited chemostat were used to evaluate different protein preparation methods. For the preparation of the secretome, a dialysis/ultrafiltration procedure resulted in higher protein yields and proved to be more reliable compared to different precipitation methods using TCA, DOC-TCA, acetone, and PEG 6000. Sonication was found to be the most efficient method among different tested techniques of cell disruption for the analysis of the intracellular proteome. Furthermore, the effect of protease inhibitors and sample storage conditions were tested for both intra- and extracellular protein samples. Significant changes in the protein pattern were observed depending on the addition of protease inhibitors. 2-DE gels with a pH gradient from 4 to 7 prepared according to the developed SOP contained at least 736 intracellular and 324 extracellular protein spots.