Two-Dimensional Gel Electrophoresis in Studies of Flower and Leaf Proteome of Common Buckwheat.

Two-dimensional gel electrophoresis (2-DE) is a proteomic tool used for the separation of protein mixtures according to protein isoelectric point and molecular mass. Although gel-free quantitative and qualitative proteomic study techniques are now available, 2-DE remains a useful analytical tool. The presented protocol was performed to analyze the flower and leaf proteome of common buckwheat using 24 cm immobilized pH gradient strips (pH 4-7) and visualization of proteins on gels via colloidal Coomassie G-250 staining.

Optimization of protein extraction for proteomic analyses of fresh and frozen "Musang King" durian pulps.

Four different methods were evaluated to extract proteins from "Musang King" durian pulps and subsequently proteins with different abundance between fresh and long term frozen storage were identified using two-dimensional polyacrylamide gel electrophoresis coupled with matrix-assisted laser desorption/ionization time-of-flight mass spectrometer analyses. The acetone-phenol method was found to produce good protein yields and gave the highest gel resolution and reproducibility. Differential protein analyses of the durian pulp revealed that 15 proteins were down-regulated and three other proteins were up-regulated after a year of frozen storage. Isoflavone reductase-like protein, S-adenosyl methionine synthase, and cysteine synthase isoform were up-regulated during frozen storage. The down-regulation of proteins in frozen durian pulps indicated that frozen storage has affected proteins in many ways, especially in their functions related to carbohydrate and energy metabolisms, cellular components, and transport processes. This study will enable future detailed investigations of proteins associated with quality attributes of durians to be studied.

Proteomic Characterisation of Lupin (Lupinus angustifolius) Milk as Influenced by Extraction Techniques, Seed Coat and Cultivars.

Lupin seeds are rich in proteins and other essential ingredients that can help to improve human health. The protein contents in both whole and split seeds of two lupin cultivars (Mandleup and PBA Jurien) were used to produce the lupin milk using the cheesecloth and centrifuge method. Proteins were extracted from the lupin milk using thiourea/urea solubilization. The proteins were separated by a two-dimensional polyacrylamide gel electrophoresis and then identified with mass spectrometry. A total of 230 protein spots were identified, 60 of which showed differential abundances. The cheesecloth separation showed protein extractability much better than that of the centrifuge method for both the cultivars. The results from this study could offer guidance for future comparative analysis and identification of lupin milk protein and provide effective separation technique to determine specific proteins in the cheese-making process.

Differential expression of NPM, GSTA3, and GNMT in mouse liver following long-term in vivo irradiation by means of uranium tailings.

Uranium tailings (UT) are formed as a byproduct of uranium mining and are of potential risk to living organisms. In the present study, we sought to identify potential biomarkers associated with chronic exposure to low dose rate γ radiation originating from UT. We exposed C57BL/6J mice to 30, 100, or 250 µGy/h of gamma radiation originating from UT samples. Nine animals were included in each treatment group. We observed that the liver central vein was significantly enlarged in mice exposed to dose rates of 100 and 250 µGy/h, when compared with nonirradiated controls. Using proteomic techniques, we identified 18 proteins that were differentially expressed (by a factor of at least 2.5-fold) in exposed animals, when compared with controls. We chose glycine N-methyltransferase (GNMT), glutathione S-transferase A3 (GSTA3), and nucleophosmin (NPM) for further investigations. Our data showed that GNMT (at 100 and 250 µGy/h) and NPM (at 250 µGy/h) were up-regulated, and GSTA3 was down-regulated in all of the irradiated groups, indicating that their expression is modulated by chronic gamma radiation exposure. GNMT, GSTA3, and NPM may therefore prove useful as biomarkers of gamma radiation exposure associated with UT. The mechanisms underlying those changes need to be further studied.

Comparative Proteomic Profiling between Each of Two Consecutive Developmental Stages of the Solanum Fruit Fly, Bactrocera latifrons (Hendel).

The Solanum fruit fly, Bactrocera latifrons (Hendel), has a complex life cycle including multiple stages (egg, larva, pupa, and adult). Understanding the details of "what", "when", "where", "why", and "how" many hundred thousand proteins operate in this insect, interact, and express between each two consecutive developmental stages at molecular level not only can expand our knowledge, but also lead to the development of novel fruit fly control techniques. We tried to find what, when, and where in this study. Why and how will be presented in upcoming papers. We conducted a proteome profiling using 2-D gel electrophoresis and mass spectrometry. Samples of 3-day-old eggs, 1- and 10-day-old larvae, 1- and 10-day-old pupae, 1- and 9-day-old females and males of B. latifrons were used. A custom peptide database, derived from the de novo B. latifrons whole genome assembly was used for peptide identification. Differentially expressed proteins (DEPs) with significant fold expression and protein functions between two consecutive developmental stages were identified, annotated, described, and listed in gel images and/or charts. With this foundational information, we are not only providing valuable information, but also any impacts due to the biotic or abiotic environmental factors can be identified and manipulated, and lead to further research on gene editing and biomarker discovery.

Evaluation of the Use of TRIzol-Based Protein Extraction Approach for Gel-Based Proteomic Analysis of Dried Seafood Products and Chinese Tonic Foods.

Although the emergence of gel-free approaches has greatly enhanced proteomic studies, two-dimensional gel electrophoresis (2-DE) remains one of the most widely used proteomic techniques for its high resolving power, relatively low cost, robustness, and high resolution. Preparation of high-quality protein samples remains the key in high-quality 2-DE for proteomic analysis. Samples with high endogenous levels of interfering molecules, such as salts, nucleic acids, lipids, and polysaccharides, would yield a low-quality 2-DE gel and hinder the analysis. Recently, a TRIzol-based protein extraction method has gained prominence and has attracted attention due to its promising performance in high-quality 2-DE. The authors evaluate the use of this approach for four valuable dried food products, namely two dried seafood products (abalone slices and whelk slices) and two traditional Chinese tonic foods (ganoderma and caterpillar fungus). The results indicate that 2-DE gels obtained through the TRIzol-based method are of high-quality and are comparable to those obtained through the trichloroacetic acid⁻acetone method in terms of spot number, spot intensity, and resolution. The TRIzol-based method is generally applicable to dried food samples and is simple and fast, which greatly streamlines the protein extraction procedure. Additionally, it enables the concurrent extraction and analysis of RNA, DNA, and protein from the same sample.

Imaging of Selenium by Laser Ablation Inductively Coupled Plasma Mass Spectrometry (LA-ICP-MS) in 2-D Electrophoresis Gels and Biological Tissues.

Selenium and selenoproteins are important components of living organisms that play a role in different biological processes. Laser ablation inductively coupled plasma mass spectrometry (LA-ICP-MS) is a powerful analytical technique that has been employed to obtain distribution maps of selenium in biological tissues in a direct manner, as well as in selenoproteins, previously separated by their molecular masses and isoelectric points using two-dimensional polyacrylamide gel electrophoresis (2-D PAGE). In this chapter, we present the protocols to perform LA-ICP-MS imaging experiments, allowing the distribution visualization and determination of selenium and/or selenoproteins in biological systems.

2-DE combined with two-layer feature selection accurately establishes the origin of oolong tea.

Taiwan is known for its high quality oolong tea. Because of high consumer demand, some tea manufactures mix lower quality leaves with genuine Taiwan oolong tea in order to increase profits. Robust scientific methods are, therefore, needed to verify the origin and quality of tea leaves. In this study, we investigated whether two-dimensional gel electrophoresis (2-DE) and nanoscale liquid chromatography/tandem mass spectroscopy (nano-LC/MS/MS) coupled with a two-layer feature selection mechanism comprising information gain attribute evaluation (IGAE) and support vector machine feature selection (SVM-FS) are useful in identifying characteristic proteins that can be used as markers of the original source of oolong tea. Samples in this study included oolong tea leaves from 23 different sources. We found that our method had an accuracy of 95.5% in correctly identifying the origin of the leaves. Overall, our method is a novel approach for determining the origin of oolong tea leaves.

Comparative proteomic analysis using 2DE-LC-MS/MS reveals the mechanism of Fuzhuan brick tea extract against hepatic fat accumulation in rats with nonalcoholic fatty liver disease.

Fuzhuan brick tea has received increasing attention in recent years owing to its benefits for nonalcoholic fatty liver disease (NAFLD) and associated metabolic syndrome. For exploring the ameliorative mechanism, the liver proteomes from three groups of rats fed either a normal control diet (NCD), a high fat diet (HFD), or a HFD supplemented with high-dose Fuzhuan brick tea extract (FTE) (HFD + HFTE) were comprehensively compared by quantitative proteomics using 2DE-LC-MS/MS. This is the first study of the effects of tea aqueous extract on the liver proteome of rats suffering from metabolic syndrome. The results showed that 57 proteins displayed more than 1.5-fold differences in at least one of two comparisons of HFD versus NCD and HFD versus HFD + HFTE due to HFD feeding and FTE treatment, respectively. Of them, over 75% of proteins exhibited a similar tendency of expression in the two comparisons, meaning FTE was able to correct HFD effects on rat livers. By function analyses, an extensive list of proteins was involved in sugar and lipid metabolism. Compared with HFD-fed rats, the reduced lipogenesis and enhanced ß-oxidation, tricarboxylic acid cycle and respiratory chain in HFD + HFTE-fed rats, which mainly contributed to ameliorate hepatic fat accumulation and associated NAFLD. Additionally, some putative drug targets were also revealed such as COX2, PGAM1, ACACB, FAS, and ECHS1.

Comprehensive analysis of temporal alterations in cellular proteome of Bacillus subtilis under curcumin treatment.

Curcumin is a natural dietary compound with antimicrobial activity against various gram positive and negative bacteria. This study aims to investigate the proteome level alterations in Bacillus subtilis due to curcumin treatment and identification of its molecular/cellular targets to understand the mechanism of action. We have performed a comprehensive proteomic analysis of B. subtilis AH75 strain at different time intervals of curcumin treatment (20, 60 and 120 min after the drug exposure, three replicates) to compare the protein expression profiles using two complementary quantitative proteomic techniques, 2D-DIGE and iTRAQ. To the best of our knowledge, this is the first comprehensive longitudinal investigation describing the effect of curcumin treatment on B. subtilis proteome. The proteomics analysis revealed several interesting targets such UDP-N-acetylglucosamine 1-carboxyvinyltransferase 1, putative septation protein SpoVG and ATP-dependent Clp protease proteolytic subunit. Further, in silico pathway analysis using DAVID and KOBAS has revealed modulation of pathways related to the fatty acid metabolism and cell wall synthesis, which are crucial for cell viability. Our findings revealed that curcumin treatment lead to inhibition of the cell wall and fatty acid synthesis in addition to differential expression of many crucial proteins involved in modulation of bacterial metabolism. Findings obtained from proteomics analysis were further validated using 5-cyano-2,3-ditolyl tetrazolium chloride (CTC) assay for respiratory activity, resazurin assay for metabolic activity and membrane integrity assay by potassium and inorganic phosphate leakage measurement. The gene expression analysis of selected cell wall biosynthesis enzymes has strengthened the proteomics findings and indicated the major effect of curcumin on cell division.

Identification of olive pollen allergens using a fluorescence-based 2D multiplex method.

Olive (Olea europaea L.) pollen is a major health concern in the Mediterranean countries and some olive growing regions in America and Australia. The molecular variability of pollen allergens constitutes a handicap for commercial extract standardization, which is the base of current diagnosis and vaccination procedures. In this paper, we report a time-saving and plant material saving multiplex detection method for the rapid and simultaneous analysis of Ole e 1, Ole e 2, and Ole e 5 allergen polymorphism on a single blot. This method combines high-resolution 2DE techniques with high-sensitive fluorescence-based detection methods. Using this strategy, we were capable to identify a higher number of allergen forms compared with classical 1D approach. The use of fluorescent probes and the increased resolution of 2D blots avoided overlapping effects, and allow estimating the amount of individual allergen forms. In addition, the pattern and identity of the IgE-reactive proteins of either a population or individual patients allergic to olive pollen was also effortlessly determined in a single additional step. This flexible method might be extended to a higher number of olive allergens and cultivars, and is also applicable to other allergogenic plant species and sources.

Unraveling the seed endosperm proteome of the lotus (Nelumbo nucifera Gaertn.) utilizing 1DE and 2DE separation in conjunction with tandem mass spectrometry.

Nelumbo nucifera (Gaertn.) or lotus, is an aquatic plant native to India, and presently consumed as food mainly in China and Japan. Lotus is also widely used in Indian and Chinese traditional medicine. Extracts from different parts of the lotus plant have been reported to show diverse biological activities-antioxidant, free radical scavenging, anti-inflammatory, and immunomodulatory. Despite this, little work has been done in isolating and identifying proteins responsible for these activities, or yet importantly to establish a lotus proteome. The aim of our group is to develop a proteome catalog of the lotus plant, starting with its seed, the nutrient rich food source. In this present study, the seed endosperm-most abundant in proteins, and main nutrient storage tissue-was targeted for protein extraction by testing five different extraction protocols, followed by their proteomic analyses using complementary 1DE and 2DE approaches in conjunction with MS/MS. The inventory of 66 nonredundant proteins obtained by 1DE-MS and the 30 obtained by 2DE-MS provides the first catalog of the lotus seed endosperm, where the most abundant protein functions were in categories of metabolic activities related to carbohydrate metabolism and nutrient storage.

Development of a non-denaturing 2D gel electrophoresis protocol for screening in vivo uranium-protein targets in Procambarus clarkii with laser ablation ICP MS followed by protein identification by HPLC-Orbitrap MS.

Limited knowledge about in vivo non-covalent uranium (U)-protein complexes is largely due to the lack of appropriate analytical methodology. Here, a method for screening and identifying the molecular targets of U was developed. The approach was based on non-denaturing 1D and 2D gel electrophoresis (ND-PAGE and ND-2D-PAGE (using ND-IEF as first dimension previously described)) in conjunction with laser ablation inductively coupled plasma mass spectrometry (LA-ICP MS) for the detection of U-containing proteins. The proteins were then identified by µbore HPLC-Orbitrap MS/MS. The method was applied to the analysis of cytosol of hepatopancreas (HP) of a model U-bioaccumulating organism (Procambarus clarkii). The imaging of uranium in 2D gels revealed the presence of 11 U-containing protein spots. Six protein candidates (i.e. ferritin, glyceraldehyde-3-phosphate dehydrogenase, triosephosphate isomerase, cytosolic manganese superoxide dismutase (Mn-SOD), glutathione S transferase D1 and H3 histone family protein) were then identified by matching with the data base of crustacea Decapoda species (e.g. crayfish). Among them, ferritin was the most important one. This strategy is expected to provide an insight into U toxicology and metabolism.

Identification of plantago lanceolata pollen allergens using an immunoproteomic approach

Background: Airborne Plantago pollen triggers respiratory allergies in Mediterranean countries. Objectives: We aimed to study sensitization in patients with seasonal respiratory allergy and identify proteins of Plantago lanceolata pollen that could be responsible for hypersensitivity reactions in sensitized patients. We also determined the airborne pollen concentration of Plantago species from 2004 to 2011. Methods: IgE-binding proteins were analyzed and characterized using 1D and 2D gel electrophoresis and immunoblotting with sera from individuals sensitized to P lanceolata pollen extracts, mass spectrometry analysis, and protein data mining. We used aerobiological methods to study airborne pollen. Results: P lanceolata pollen accounts for 3% of the annual pollen spectrum in the air of Porto. Of a total of 372 patients, 115 (31%) showed specific IgE levels to P lanceolata pollen extracts. All sera from P lanceolata –allergic patients recognized 8 prominent groups of IgE-reactive allergens. Separation of proteins using 2D gel electrophoresis followed by identification with mass spectrometry revealed the presence of other IgE-reactive components that could be involved in sensitization. Conclusions: We detected proteins in P lanceolata pollen extracts that, to our knowledge, have not yet been studied and could worsen sensitization to this weed pollen species. The proteins identified were involved in a variety of cellular functions. By applying 2D electrophoresis and immunoblotting with a pool of 2 sera from different P lanceolata -allergic patients, we obtained a more detailed characterization of the P lanceolata allergen profile (AU)

Antecedentes: El polen de Plantago provoca alergia respiratoria en los países mediterráneos. Objetivos: El objetivo de este estudio fue analizar las sensibilizaciones de pacientes con alergia estacional e identificar las proteínas de polen de Plantago lanceolata que puedan ser responsables de las reacciones de hipersensibilidad en pacientes sensibles. Adicionalmente determinamos la concentración de polen de Plantago spp en el aire, en los años 2004-2011. Métodos: Las proteínas que se unen a la IgE fueron analizadas y caracterizadas a través de electroforesis en gel 1-D y 2-D e inmunobloting con suero de pacientes sensibilizados al polen de P. lanceolata . Se analizó mediante espectrometría de masas el contenido en las proteínas y se aplicaron métodos aerobiológicos para estudiar el espectro de polen en el ambiente. Resultados: En cuanto a los resultados obtenidos, el polen de P. lanceolata representa el 3% del espectro de polen anual en la atmósfera de Oporto. De los 372 pacientes, el 31% presentaban IgE específica frente al polen de P. lanceolata. Todos los sueros de los pacientes alérgicos a P. Lanceolata reconocían los ocho grupos prominentes de alérgenos reactivos a IgE. La separación de proteínas mediante electroforesis en gel 2-D, seguida de la espectrofotometría de masas permitieron identificar en el polen la presencia de otros componentes IgE reactivos que podrían estar implicados en la sensibilización de estos pacientes. Conclusiones: En conclusión, este estudio muestra la presencia de proteínas en el polen de P. Lanceolata que hasta ahora no habían sido estudiadas y que pueden intervenir en la sensibilización a éste polen. Se detectaron proteínas involucradas en una gran variedad de funciones celulares. Mediante las técnicas aplicadas en este estudio, entre ellas el inmunobloting, nos permite realizar una detallada caracterización del perfil alergénico del polen de P. lanceolata (AU)

A protocol for protein extraction from lipid-rich plant tissues suitable for electrophoresis.

Plant tissues contain high levels of nonprotein contaminants such as lipids, phenolic compounds, and polysaccharides among others, which interfere with protein extraction and electrophoretic separation. Preparation of good-quality protein extracts is a critical issue for successful electrophoretic analysis. Here, we describe a three-step method for protein extraction from lipid-rich plant tissues, which is suitable for both 1-D and 2-D electrophoresis and is compatible with downstream applications. The protocol includes prefractionation, filtration, and TCA/acetone precipitation steps prior to protein resolubilization.

Carnosol, rosemary ingredient, induces apoptosis in adult T-cell leukemia/lymphoma cells via glutathione depletion: proteomic approach using fluorescent two-dimensional differential gel electrophoresis.

Adult T-cell leukemia/lymphoma (ATL) is a fatal malignancy caused by infection with human T-lymphotropic virus type-1 and there is no accepted curative therapy for ATL. We searched for biological active substances for the prevention and treatment of ATL from several species of herbs. The ATL cell growth-inhibitory activity and apoptosis assay showed that carnosol, which is an ingredient contained in rosemary (Rosmarinus officinalis), induced apoptosis in ATL cells. Next, to investigate the apoptosis-inducing mechanism of carnosol, we applied proteomic analysis using fluorescent two-dimensional differential gel electrophoresis and mass spectrometry. The proteomic analysis showed that the expression of reductases, enzymes in glycolytic pathway, and enzymes in pentose phosphate pathway was increased in carnosol-treated cells, compared with untreated cells. These results suggested that carnosol affected the redox status in the cells. Further, the quantitative analysis of glutathione, which plays the central role for the maintenance of intracellular redox status, indicated that carnosol caused the decrease of glutathione in the cells. Further, N-acetyl-L-cystein, which is precursor of glutathione, canceled the efficiency of carnosol. From these results, it was suggested that the apoptosis-inducing activity of carnosol in ATL cells was caused by the depletion of glutathione.

Subtype-specific synaptic proteome alterations in sporadic Creutzfeldt-Jakob disease.

Sporadic Creutzfeldt-Jakob disease (sCJD) is characterized by wide clinical and pathological variability, which is mainly influenced by the conformation of the misfolded prion protein (PrPSc) and by methionine and valine polymorphism at codon 129 of the gene encoding PrP. This heterogeneity likely implies differences in the molecular cascades that lead to the development of certain disease phenotypes. Here, we investigated synaptic proteome patterns in two most common sCJD subtypes (MM1 and VV2) using 2D DIGE and mass spectrometry. We found that 23 distinct proteins were differentially expressed in at least one sCJD subtype when compared to age-matched controls. The majority of these proteins displayed significant subtype-specific alterations, with only up-regulated glial fibrillary acidic protein and down-regulated spectrin alpha chain in both sCJD subtypes. Differentially expressed proteins found in this study are mainly involved in synaptic structure and activity, mitochondrial function, or calcium metabolism. Moreover, several of them have been already linked to the pathophysiological processes occurring in Alzheimer's disease.

Preventing the mixed detergent micelle effect in two-dimensional electrophoresis on Tris-Tricine gels.

Application of Tris-N-[Tris(hydroxymethyl)methyl]glycine gels for 2DE is hampered by formation of mixed CHAPS-SDS micelles resulting in typical swirling pattern in the low mass range, which makes reliable quantitative and qualitative gel evaluation impossible. Modification of 2DE strip equilibration procedure prevented the direct interaction between both detergents during equilibration process, thus substantially improving gel separation.

Evaluation of three-dimensional gel electrophoresis to improve quantitative profiling of complex proteomes.

Two-dimensional remains one of the main experimental approaches in proteome analysis. However, comigration of protein leads to several limitations: lack of accuracy in protein identification, impaired comparative quantification, and PTM detection. We have optimized a third additional step of in-gel separation to alleviate comigration associated drawbacks. Spot resolution is strikingly improved following this simple and rapid method and the positive impact on protein and peptide identification from MS/MS data, on the analysis of relative changes in protein abundance, and on the detection of PTM is described.

[Establishment of two-dimensional electrophoresis system of caudal gland].

OBJECTIVE: To establish an effective separation system of 2-DE for the proteome of caudal gland, and provide foundation for revealing the mechanisms of histological development and pharmacological activities. METHOD: The total proteins of caudal gland were extracted by TCA/acetone precipitation, phenol extraction/methanol-ammonium acetate precipitation and trizol-base method respectively and separated by immobilized pH gradient (IPG) strips prior to SDS-PAGE. Loading protein sample size and isoelectric focusing conditions were optimized. The gels were stained with Coomassie brilliant blue, scanned and then analyzed using PDQuest 8.0 analysis software. RESULT: The total proteins of caudal gland extracted by trizol-base method were the highest quality and could meet the needs of 2-DE. With 300 microg of proteins loaded on 7 cm pH 3-10 IPG strip followed by isoelectric focusing program II ,a satisfying 2-DE profiles were obtained. The total number of disticted protein spots was 209 with the optimized system. CONCLUSION: A well-resolved 2-DE patterns of caudal gland were obtained by this optimized system. This method could be applied to prepare other similar tissue sample and 2-DE studies.