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.     

Technical strategies to reduce the amount of "false significant" results in quantitative proteomics

When the p-value is set at <0.05 in statistical group comparisons, a 5% rate of "false significant" results is expected. In order to test the reliability of our 2-DE method, we loaded each of 24 gels with equal-sized samples (200 mug protein from pooled rat brain, pH 4-7, stained with ruthenium fluorescent stain for visualization) and statistically compared the first 12 gels with the last 12. In numerous experiments the rate of significant differences found far exceeded 5%. Several factors were identified as causing the following rates of false significant differences in spot intensities: (i) running samples in two different 2-DE runs (42%), (ii) running second dimension gels produced in two different gel casters (16%), (iii) normalizing the entire gel instead of separately normalizing several different gel zones (11%), (iv) using IPG strips from different packages (19%), (v) dividing the whole sample into subgroups during software analysis (9%). After controlling for all these factors, the rates of "false positive" results in our experiments were regularly reduced to approximately 5%. This is an indispensable prerequisite for avoiding too high a rate of false positive results in experiments in which different subgroups are compared statistically.     

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。     

A blue dive: from ‘blue fingers’ to ‘blue silver’. A comparative overview of staining methods for in-gel proteomics

Gel-based proteomics are the most useful method for protein separation, even when compared with gel-free proteomics. Proteomic analysis by 2D gel electrophoresis (2-DE) with immobilized pH gradients is in turn the best approach to large-scale protein-expression screening. Spots visualization is pivotal for protein identification by mass spectrometry. Commonly used staining methods with excellent mass spectrometry compatibility are coomassie brilliant blue (CBB) or fluorescent dyes. In this study, an implementation of ‘blue silver’ colloidal CBB staining, characterized by high sensitivity and immediate low background, is discussed. The sensitivity of classical, colloidal and ‘blue silver’ CBB staining methods was compared on monodimensional and 2-DE gels. The implementation of the ‘blue silver’ method performs better, provided the physical state of the micelles is respected. An example of a 2-DE of human urine treated with combinatorial peptide ligand libraries demonstrates that implemented ‘blue silver’ can evidence the complexity of the sample.     

Detection of phosphorylation patterns in rat cortical neurons by combining phosphatase treatment and DIGE technology

Although protein phosphorylation is probably the most studied post-translational modification occurring in cells, the number of proteins, which are the target of this modification, is still largely unknown. Increasing the coverage of the phosphoproteome as well as the detection of variation at the phosphorylation level would be very helpful for understanding the mechanisms of cell life and the modifications of the cell state leading to pathological conditions such as neurodegeneration. In order to further investigate variations occurring at the phosphorylation level, we have initiated the creation of a reference map of phosphorylated proteins in rat cortical neurons, employing a combination of phosphatase treatment and 2-DE/differential in gel electrophoresis technology. About 131 spots were recognized as phosphorylated proteins as they showed different migration behaviour after phosphatase treatment. The analysis of 42 selected spots was carried out by LC/MS/MS technology resulting in the identification of two new phosphoproteins.     

Comparative 2-DE protein analysis in a 3-D geometry gel

Two-dimensional gel electrophoresis (2-DE) separation has not been considered suitable for large-scale comparative protein expression studies due to its limited throughput. We present a high-throughput analysis method based on three-dimensional (3-D) geometry gel electrophoresis. Following conventional isoelectric focusing (IEF), up to 36 immobilized pH gradient (IPG) strips are arrayed on the top surface of a 3-D gel body, and the samples transferred electrokinetically to the gel. A specific thermal management ensures that sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE) occurs under identical electrophoretic and thermal conditions, avoiding gel-to-gel variations and thereby providing immediate comparability of the separation patterns. Proteins are Cy3-labeled for online detection of laser-induced fluorescence (LIF). Images are acquired by a digital camera and recorded as a 3-D image stack during electrophoresis. Image processing software decomposes the 3-D image stack into vertical sections representing conventional 2-DE slab gels, making results immediately accessible without further gel processing. The large number of simultaneously analyzed samples (n = 36) allows treating the sample index as a quasi-continuous experimental parameter (e.g., concentration, time, dose). The method offers a wide range of applications in molecular discovery, clinical diagnosis, pharmacology, and toxicology, like protein monitoring during disease development and screening of drug candidates for their effect on protein expression.     

Comparative analysis of proteome differential regulation during cell dedifferentiation in Arabidopsis

Cell dedifferentiation is a cell fate switching process in which differentiated cells undergo genome reprogramming to regain the competency of cell division and organ regeneration. The molecular mechanism underlying the cell dedifferentiation process remains obscure. In this report, we investigate the cell dedifferentiation process in Arabidopsis using a shotgun proteomics approach. A total of 758 proteins are identified by two or more matched peptides. Comparative analyses at four time points using two label-free methods reveal that 193 proteins display up-regulation and 183 proteins display down-regulation within 48 h. While the results of the two label-free quantification methods match well with each other, comparison with previously published 2-DE gel results reveal that label-free quantification results differ substantially from those of the 2-DE method for proteins with peptides common to multiple proteins, suggesting a limitation of the label-free methods in quantifying proteins with closely related family members in complex samples. Our results show that the shotgun approach and the traditional 2-DE gel approach complement each other in both protein identification and quantification. An interesting observation is that core histones and histone variants are subjected to extensive down-regulation, indicating that there is a dramatic change in the chromatin during cell differentiation.     

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.     

An Optimized Trichloroacetic Acid/Acetone Precipitation Method for Two-Dimensional Gel Electrophoresis Analysis of Qinchuan Cattle Longissimus Dorsi Muscle Containing High Proportion of Marbling

Longissimus dorsi muscle (LD) proteomics provides a novel opportunity to reveal the molecular mechanism behind intramuscular fat deposition. Unfortunately, the vast amounts of lipids and nucleic acids in this tissue hampered LD proteomics analysis. Trichloroacetic acid (TCA)/acetone precipitation is a widely used method to remove contaminants from protein samples. However, the high speed centrifugation employed in this method produces hard precipitates, which restrict contaminant elimination and protein re-dissolution. To address the problem, the centrifugation precipitates were first grinded with a glass tissue grinder and then washed with 90% acetone (TCA/acetone-G-W) in the present study. According to our result, the treatment for solid precipitate facilitated non-protein contaminant removal and protein re-dissolution, ultimately improving two-dimensional gel electrophoresis (2-DE) analysis. Additionally, we also evaluated the effect of sample drying on 2-DE profile as well as protein yield. It was found that 30 min air-drying did not result in significant protein loss, but reduced horizontal streaking and smearing on 2-DE gel compared to 10 min. In summary, we developed an optimized TCA/acetone precipitation method for protein extraction of LD, in which the modifications improved the effectiveness of TCA/acetone method.     

Bactericidal actions of a silver ion solution on Escherichia coli, studied by energy-filtering transmission electron microscopy and proteomic analysis

Bactericidal actions of the silver ion on Escherichia coli as a model microorganism were studied using energy-filtering transmission electron microscopy (EFTEM), two-dimensional electrophoresis (2-DE), and matrix-assisted laser desorption ionization-time-of-flight mass spectrometry (MALDI-TOF MS). EFTEM observations demonstrated that the silver ion readily infiltrates the interior of E. coli, contrary to the early hypothesis that it resides initially in the cell membrane area. Furthermore, 2-DE and MALDI-TOF MS indicated that the expression of a ribosomal subunit protein as well as that of some other enzymes and proteins is affected by the silver ion. The present results demonstrate for the first time that one of the major bactericidal functions of the silver ion is its interaction with the ribosome and the ensuing inhibition in expression of the enzymes and proteins essential to ATP production.     

Proteomic analysis of selected prognostic factors of breast cancer

The incidence of breast cancer is on the rise but as yet there is no guaranteed beneficial treatment for many of the sufferers. The treatments specific for breast and other hormone-sensitive cancers work well at times, however, the population of women that they will benefit is relatively small. Many are limited to surgical, chemotherapy, and radiotherapy options. Here, using two-dimensional electrophoresis (2-DE) in conjunction with a silver stain and Western blotting approach, we attempt to locate selected known prognostic markers for breast cancer. With these results, we can exclude these proteins from the future search for potential pharmaceutical targets, using the same techniques. The proteins that were located include the estrogen receptor-alpha, beta-casein, cytokeratin 7, calponin and bax. For each protein an estimated M(r) and pI was gained. Each protein was found in multiple variants. By locating these proteins the number of unknown proteins found on the 2-DE gel has been reduced, helping the future search for novel markers that are shown as being differentially expressed between healthy and cancerous tissue samples.     

Two-dimensional electrophoresis of recombinant human erythropoietin: a future method for the European Pharmacopoeia?

Quality assurance of recombinant protein drugs concerning identity and purity represents a difficult task, in particular, when post-translational modifications lead to a heterogeneous mixture of biomolecules. We chose Neorecormon (rh-EPO, Roche) for our studies to demonstrate the efficiency of two-dimensional electrophoresis (2-DE) to analyse post-translationally modified recombinant drugs. More than 40 protein spots in the range from isoelectric point (pI) 3.5-4.5 and 32-45 kDa could be separated. Enzymatic deglycosylation revealed that the heterogeneity of the protein pattern is mainly caused by variations in glycosylation. In comparison to the separately performed isoelectric focusing and sodium dodecyl sulfate-polyacrylamide gel electrophoresis, as requested by the European Pharmacopoeia, we see a great synergy to use 2-DE for the analysis of rh-EPO. A by far higher resolution can be achieved, allowing an improved differentiation of the various rh-EPO glycoforms. Sequential deglycosylation of sialic acids, N-glycosides and the O-glycoside lead to significant shifts both in apparent relative molecular mass and pI. Comparing the 2-DE patterns of rh-EPO before and after deglycosylation allows on the one hand valuable information to be gained on the glycosylation of the recombinant protein and shows on the other hand how significantly the 2-DE protein pattern can be influenced by the glycosylation. As the equipment for the performance of 2-DE has improved significantly over the last decade, we see 2-DE as a reliable method, which should be approved for the routine quality assurance of recombinant drugs and also recommended for the European Pharmacopoeia.     

Bactericidal Actions of a Silver Ion Solution on Escherichia coli, Studied by Energy-Filtering Transmission Electron Microscopy and Proteomic Analysis

Bactericidal actions of the silver ion on Escherichia coli as a model microorganism were studied using energy-filtering transmission electron microscopy (EFTEM), two-dimensional electrophoresis (2-DE), and matrix-assisted laser desorption ionization-time-of-flight mass spectrometry (MALDI-TOF MS). EFTEM observations demonstrated that the silver ion readily infiltrates the interior of E. coli, contrary to the early hypothesis that it resides initially in the cell membrane area. Furthermore, 2-DE and MALDI-TOF MS indicated that the expression of a ribosomal subunit protein as well as that of some other enzymes and proteins is affected by the silver ion. The present results demonstrate for the first time that one of the major bactericidal functions of the silver ion is its interaction with the ribosome and the ensuing inhibition in expression of the enzymes and proteins essential to ATP production.     

A quantitative investigation into the losses of proteins at different stages of a two-dimensional gel electrophoresis procedure

We report the results of a systematic investigation to quantify the losses of protein during a well-established two-dimensional polyacrylamide gel electrophoresis (2-DE) procedure. Radioactively labelled proteins ([(14)C]bovine serum albumin and a homogenate prepared from the liver of a rat that had been injected with [(35)S]methionine) were used, and recovery was quantified by digesting pieces of gel in H(2)O(2) and subjecting the digests to liquid scintillation counting. When samples were loaded onto the first dimension immobilised pH gradient strips by in-gel rehydration, recovery of protein from the strips was 44-80% of the amount of protein loaded, depending on the amount of protein in the sample. Most of the unrecovered protein appeared to have adhered to the reswelling tray. Losses during isoelectric focusing (IEF) were much smaller (7-14%), although approximately 2% of the protein appeared to migrate from sample strips to adjacent blank strips in the focussing apparatus. A further 17-24% of the proteins were lost into the buffers during equilibration prior to running in the second dimension. Losses during the second dimension run and subsequent staining with SYPRO Ruby amounted to less than 10%. The overall loss during 2-DE was reduced by approximately 25% when proteins were loaded onto the IEF strips using sample cups instead of by in-gel rehydration. These extensive and variable losses during the 2-DE procedure mean that spot intensities on 2-DE gels cannot be used to derive reliable, quantitative information on the amounts of proteins present in the original sample.     

Development and optimization of two-dimensional-electrophoresis protocol ofLeptospirillum ferriphilum

Leptospirillum ferriphilum is important in bioleaching, in which process it is often under heavy stresses of heavy metal ions and high oxidation reduction potential (ORP). Two-dimensional-electrophoresis (2-DE) and comparative proteomic analysis are useful to investigate the responses ofL. ferriphilum to environmental stresses. But, 2-DE analysis forL. ferriphilum is not successful as the samples ofL. ferriphilum contain low protein concentration, complex composition, high salt concentration, and many other interfering components, which make it difficult for 2-DE analysis. In this research, optimizations on the sample preparation and purification methods, sample volume, sample loading methods for isoelectric focusing (IEF), and gel visualization methods were made. More than 629 Coomassie stained spots in single gel were obtained. The image quality and protein concentration in most of the spots met the requirements for both differential spots analysis and mass-spectrum analysis. The 2-DE protocol forL. ferriphilum was successfully developed for the first time.     

An improved method of sample preparation on AnchorChip targets for MALDI-MS and MS/MS and its application in the liver proteome project

An improved method for sample preparation for MALDI-MS and MS/MS using AnchorChip targets is presented. The method, termed the SMW method (sample, matrix wash), results in better sensitivity for peptide mass fingerprinting as well as for sequencing by MS/MS than previously published methods. The method allows up-concentration and desalting directly on the mass spectrometric target and should be amenable for automation. A draw back caused by extensive oxidation of methionine and tryptophan in the SMW method can be alleviated by the addition of n-octyl glucopyranoside and DTT to the sample solution. The method was validated for protein identification from a 2-DE based liver proteome study. The SMW method resulted in identification of many more proteins and in most cases with a better score than the previously published methods.     

双向凝胶电泳图谱用于常见尸食性蝇类初孵幼虫的鉴别

双向凝胶电泳分析技术已在生物科学各领域被广泛应用,蛋白质组作图的意义已经日益显现。通过对4种常见尸食性蝇类初孵幼虫蛋白质组双向凝胶电泳和图象分析,发现各种类间双向凝胶电泳图谱差异显著,并对相应的等电点和相对分子量进行聚类和判别分析,结果表明,建立合适的尸食性蝇类初孵幼虫的双向凝胶电泳图谱可用于鉴别形态学极易混淆的昆虫种类。图4参17     

A two-dimensional electrophoretic map of human mitochondrial proteins from immortalized lymphoblastoid cell lines: a prerequisite to study mitochondrial disorders in patients

Mitochondrial diseases may be caused by numerous mutations that alter proteins of the respiratory chain and of other metabolic pathways in the mitochondrium. For clinicians this disease group poses a considerable diagnostic challenge due to ambiguous genotype-phenotype relationships. Until now, only 30% of the mitochondriopathies can be diagnosed at the molecular level. We therefore need a new diagnostic tool that offers a wide view on the mitochondrial proteins. Here, we present a method to generate a high-resolution, large-gel two-dimensional gel electrophoretic (2-DE) map of a purified fraction of mitochondrial proteins from Epstein-Barr virus-immortalized lymphoblastoid cell line (LCL). LCLs can be easily obtained from patients and control subjects in a routine clinical setting. They often express the biochemical phenotype and can be cultured to high cell numbers, sufficient to gain enough purified material for 2-DE. In total we identified 166 mitochondrial proteins. Thirteen proteins were earlier not known to be of mitochondrial origin. Thirty-nine proteins were associated with human diseases ranging from respiratory chain enzyme deficiencies to disorders of beta-oxidation and amino acid metabolism. This 2-DE map is intended to be the first step to diagnose mitochondrial diseases at the proteomic level.     

Proteomic study of a model causative agent of harmful red tide,Prorocentrum triestinum I: Optimization of sample preparation methodologies for analyzing with two-dimensional electrophoresis

A comprehensive study to find the optimal sample preparation conditions for two-dimensional electrophoresis (2-DE) analysis of Prorocentrum triestinum, a model causative agent of harmful algal blooms (HABs) was carried out. The four major sample preparation steps for 2-DE: (a) cell disruption: i.e. sonication and homogenization with glass beads; (b) protein extraction : i.e. sequential and independent extraction procedures; (c) pre-electrophoretic treatment: these included (i) treatment with RNAase/DNAase or benzonase; (ii) ultracentrifugation to sediment large macromolecules such as DNA; (iii) desalting and concentration by ultrafiltration through a Microcon centrifugal filter device (MWCO: 3000 daltons); and (iv) desalting by a micro BioSpin chromatography column (MWCO: 6000 daltons); and (d) rehydration buffers, reducing agents and sample application in the first dimension isoelectric focussing were studied. Our results showed that sonication is easy to perform and resulted in a higher protein yield. Among the four extraction buffers, the urea containing buffers resulted in the extraction of the highest amount of protein while tris(hydroxymethyl)aminomethane buffers and trichloroacetic acid (TCA)/acetone precipitation allowed detection of a higher number of protein species (i.e. protein spots). Desalting by BioSpin and ultrafiltration have improved the 2-DE resolution of the water soluble fraction but have less effect on urea containing fractions. TCA/acetone precipitation was able to desalt all protein fractions independent of the extraction media, however extended exposure to this low pH medium has caused protein modification. Introduction of either DNase/RNase or benzonase treatment did not improve the discriminatory power of the 2-DE but this treatment did yield 2-DE with the clearest background. Proteolytic digestion was inhibited by addition of a protease inhibitor cocktail. Taken overall, a combination of sequential extraction and desalting by BioSpin chromatography for sample treatment before first dimension of 2-DE gave best results based on its simplicity and minimal protein loss. Finally, triscarboxyethylphosphine (TCEP) has performed well as a reducing agent in both the rehydration and equilibration buffers. The rehydration buffer found to be best in this study was 8.0 M urea, 2% 3-[(3-cholamidoprphyldimethylamino]-1-propanesulfonate, 4 mM TCEP and 1% immobilized pH gradient buffer. Subsequently, we applied this finding and performed 2-DE analysis on the soluble protein fractions extracted from light-starved cultured algal cells (nonblooming) and cultured cells grown under optimal conditions (blooming). 2-DE maps of these algal cultures were visibly different and many differentially expressed proteins were found.