Differential accumulation of proteins in leaves and roots associated with heat tolerance in two Kentucky bluegrass genotypes differing in heat tolerance

To understand the mechanisms of heat stress responses in perennial grasses, differential proteins in leaves and roots of two genotypes of Kentucky bluegrass (Poa pratensis), including heat-tolerant ‘Midnight’ and heat-sensitive ‘Brilliant’, were analyzed with two-dimensional gel electrophoresis (2-DE) and mass spectrometry (MS). Plants were exposed to heat stress for 28 days in growth chambers. Under 7–28 days of heat stress, leaf photochemical efficiency declined significantly while electrolyte leakage increased in leaves and roots, and to a lesser extent for heat-tolerant ‘Midnight’ than for heat-sensitive ‘Brilliant’. Compared with leaves, cell membrane damage due to heat stress was more severe in roots. The 2-DE and MS analysis identified 37 heat-responsive proteins in leaves, 28 heat-responsive proteins in roots; 14 proteins in leaves and 9 proteins in roots exhibited differential expression between the two genotypes. The results indicate that proteins involved in metabolism and energy in leaves and those in antioxidant defense in roots are associated with heat tolerance in Kentucky bluegrass. The differential accumulation of these proteins might be the reason for different heat tolerance in two Kentucky bluegrass genotypes in aerial and underground parts.     

A study of protein profile changes in differentiating human myoblasts

The changes in the protein profile in cultured human myoblasts after induction of differentiation were studied by proteomic techniques (a combination of O’Farrell two-dimensional electrophoresis and subsequent protein identification by MALDI-TOF MS and MS/MS analyses). Forty-one proteins have been identified, 25 of which were present in both proliferating and differentiating myoblasts, which allows them to be considered as myoblast housekeeping proteins. The changes in the distribution of some isoforms of tropomyosins, S100 proteins, cofilin, etc. have been revealed. The possible role of these changes in the cell protein profile in the realization of the program of skeletal muscle cell differentiation is discussed.     

Proteomic Analysis of Cd-Responsive Proteins in Solanum torvum

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

Proteomic differences between white and brown adipocytes

Although a series of protein levels from several protein pathways have been shown to differ between white (WA) and brown (BA) adipocytes, proteomic work on this subject with the exception of mitochondrial protein differences is limited. It was, therefore, the aim of the study to compare WA with BA soluble protein levels. Proteins were extracted from WA and BA and the soluble fraction was run on two-dimensional gel electrophoresis. Quantification of spot volume was carried out and protein spots, statistically different between groups (P < 0.01), were in-gel digested with trypsin and peptides were identified using nano-LC–ESI–MS/MS in the CID and ETD mode. Differences between selected proteins were evaluated by immunoblotting. A network was generated using the ingenuity pathway analysis. Five proteins, protein DJ-1, dihydrolipoyllysine-residue acetyltransferase component of pyruvate dehydrogenase complex, isocitrate dehydrogenase subunit alpha, electron transfer flavoprotein subunit alpha and immunoglobulin-binding protein 1, were increased in BA based on a gel-based proteomic method and differential expression was verified by immunoblotting. These individual proteins were represented by one spot each and sequence coverages were between 28 and 65 %. A network generated based on these results indicated a link to ubiquitination. Differential protein levels between WA and BA allow interpretation of previous work on adipocyte biochemistry and form the basis for future studies with genetic or pharmacological inhibition of these proteins accompanied by work on phenotype and adipocyte function.     

Comparative proteomic profiles of Pinus monticola needles during early compatible and incompatible interactions with Cronartium ribicola

The proteomic profiles of primary needles from Cr2-resistant and cr2-susceptible Pinus monticola seedlings were analysed post Cronartium ribicola inoculation by 2-DE. One hundred-and-five protein spots exhibiting significant differential expression were identified using LC–MS/MS. Functional classification showed that the most numerous proteins are involved in defence signalling, oxidative burst, metabolic pathways, and other physiological processes. Our results revealed that differential expression of proteins in response to C. ribicola inoculation was genotype- and infection-stage dependent. Responsive proteins in resistant seedlings with incompatible white pine blister rust (WPBR) interaction included such well-characterized proteins as heat shock proteins (HSPs), reactive oxygen species (ROS) scavenging enzymes, and intermediate factors functioning in the signal transduction pathways triggered by well-known plant R genes, as well as new candidates in plant defence like sugar epimerase, GTP-binding proteins, and chloroplastic ribonucleoproteins. Fewer proteins were regulated in susceptible seedlings; most of them were in common with resistant seedlings and related to photosynthesis among others. Quantitative RT-PCR analysis confirmed HSP- and ROS-related genes played an important role in host defence in response to C. ribicola infection. To the best of our knowledge, this is the first comparative proteomics study on WPBR interactions at the early stages of host defence, which provides a reference proteomic profile for other five-needle pines as well as resistance candidates for further understanding of host resistance in the WPBR pathosystem.     

Comparative proteomic analysis of <Emphasis Type="Italic">Phalaenopsis</Emphasis> leaves in the vegetative and flowering phase

Phalaenopsis, an epiphytic crassulacean acid metabolism (CAM) plant, requires moderate variations of day/night temperatures for flowering. In this study, changes in chlorophyll content, chlorophyll fluorescence, sugar components, titratable acidity and soluble protein content in Phalaenopsis leaves during flowering were observed. Comparative proteomic analysis of Phalaenopsis leaves in the vegetative and flowering phase was performed for the first time using iTRAQ (isobaric tags for relative and absolute quantification). A total of 126 proteins were differentially expressed in Phalaenopsis leaves. Analysis of potential functions revealed that the major categories of predicted function of the up-regulated proteins were protein destination (27 %), photosynthesis (15.9 %), primary metabolism (14.3 %) and defense (12.7 %) in the flowering phase, while the major categories of predicted function of the down-regulated proteins were protein destination (33.3 %), primary metabolism (20.6 %), transportation (14.3 %) and signal transduction (11.1 %). Proteome profile analysis indicated that the proteome changes were consistent with changes in sugar and protein metabolites. Some novel proteins were differentially expressed, most of which were identified as signaling proteins, including 14-3-3 proteins, fibrillin, rapid alkalinization factors (RALF), the Ras-related protein RABB1c, calreticulin and calmodulin. Histone, importin alpha, multidrug resistance proteins and the ABC transporters were also differentially expressed. These results provide insights into the mechanisms that regulate flowering in complex flowering plants.     

Proteomic analysis of Arabidopsis thaliana (L.) Heynh responses to a generalist sucking pest (Myzus persicae Sulzer)

Herbivorous insects can cause severe cellular changes to plant foliage following infestations, depending on feeding behaviour. Here, a proteomic study was conducted to investigate the influence of green peach aphid (Myzus persicae Sulzer) as a polyphagous pest on the defence response of Arabidopsis thaliana (L.) Heynh after aphid colony establishment on the host plant (3 days). Analysis of about 574 protein spots on 2‐DE gels revealed 31 differentially expressed protein spots. Twenty out of these 31 differential proteins were selected for analysis by mass spectrometry. In 12 of the 20 analysed spots, we identified seven and nine proteins using MALDI‐TOF‐MS and LC‐ESI‐MS/MS, respectively. Of the analysed spots, 25% contain two proteins. Different metabolic pathways were modulated in Arabidopsis leaves according to aphid feeding: most corresponded to carbohydrate, amino acid and energy metabolism, photosynthesis, defence response and translation. This paper has established a survey of early alterations induced in the proteome of Arabidopsis by M. persicae aphids. It provides valuable insights into the complex responses of plants to biological stress, particularly for herbivorous insects with sucking feeding behaviour.     

Proteomic evaluation of wound‐healing processes in potato (Solanum tuberosum L.) tuber tissue

Proteins from potato (Solanum tuberosum L.) tuber slices, related to the wound‐healing process, were separated by 2‐DE and identified by an MS analysis in MS and MS/MS mode. Slicing triggered differentiation processes that lead to changes in metabolism, activation of defence and cell‐wall reinforcement. Proteins related to storage, cell growth and division, cell structure, signal transduction, energy production, disease/defence mechanisms and secondary metabolism were detected. Image analysis of the 2‐DE gels revealed a time‐dependent change in the complexity of the polypeptide patterns. By microscopic observation the polyalyphatic domain of suberin was clearly visible by D4, indicating that a closing layer (primary suberisation) was formed by then. A PCA of the six sampling dates revealed two time phases, D0–D2 and D4–D8, with a border position between D2 and D4. Moreover, a PCA of differentially expressed proteins indicated the existence of a succession of proteomic events leading to wound‐periderm reconstruction. Some late‐expressed proteins (D6–D8), including a suberisation‐associated anionic peroxidase, have also been identified in the native periderm. Despite this, protein patterns of D8 slices and native periderm were still different, suggesting that the processes of wound‐periderm formation are extended in time and not fully equivalent. The information presented in this study gives clues for further work on wound healing‐periderm formation processes.     

Exposure to an extremely low-frequency electromagnetic field only slightly modifies the proteome of Chromobacterium violaceumATCC 12472

Several studies of the physiological responses of different organisms exposed to extremely low-frequency electromagnetic fields (ELF-EMF) have been described. In this work, we report the minimal effects of in situ exposure to ELF-EMF on the global protein expression of Chromobacterium violaceum using a gel-based proteomic approach. The protein expression profile was only slightly altered, with five differentially expressed proteins detected in the exposed cultures; two of these proteins (DNA-binding stress protein, Dps, and alcohol dehydrogenase) were identified by MS/MS. The enhanced expression of Dps possibly helped to prevent physical damage to DNA. Although small, the changes in protein expression observed here were probably beneficial in helping the bacteria to adapt to the stress generated by the electromagnetic field.     

Discovery of pathway biomarkers from coupled proteomics and systems biology methods

Background

Breast cancer is worldwide the second most common type of cancer after lung cancer. Plasma proteome profiling may have a higher chance to identify protein changes between plasma samples such as normal and breast cancer tissues. Breast cancer cell lines have long been used by researches as model system for identifying protein biomarkers. A comparison of the set of proteins which change in plasma with previously published findings from proteomic analysis of human breast cancer cell lines may identify with a higher confidence a subset of candidate protein biomarker.

Results

In this study, we analyzed a liquid chromatography (LC) coupled tandem mass spectrometry (MS/MS) proteomics dataset from plasma samples of 40 healthy women and 40 women diagnosed with breast cancer. Using a two-sample t-statistics and permutation procedure, we identified 254 statistically significant, differentially expressed proteins, among which 208 are over-expressed and 46 are under-expressed in breast cancer plasma. We validated this result against previously published proteomic results of human breast cancer cell lines and signaling pathways to derive 25 candidate protein biomarkers in a panel. Using the pathway analysis, we observed that the 25 “activated” plasma proteins were present in several cancer pathways, including ‘Complement and coagulation cascades’, ‘Regulation of actin cytoskeleton’, and ‘Focal adhesion’, and match well with previously reported studies. Additional gene ontology analysis of the 25 proteins also showed that cellular metabolic process and response to external stimulus (especially proteolysis and acute inflammatory response) were enriched functional annotations of the proteins identified in the breast cancer plasma samples. By cross-validation using two additional proteomics studies, we obtained 86% and 83% similarities in pathway-protein matrix between the first study and the two testing studies, which is much better than the similarity we measured with proteins.

Conclusions

We presented a ‘systems biology’ method to identify, characterize, analyze and validate panel biomarkers in breast cancer proteomics data, which includes 1) t statistics and permutation process, 2) network, pathway and function annotation analysis, and 3) cross-validation of multiple studies. Our results showed that the systems biology approach is essential to the understanding molecular mechanisms of panel protein biomarkers.

     

Gel and gel-free proteomics to identify Saccharomyces cerevisiae cell surface proteins

The study of Saccharomyces cerevisiae cell surface proteins was performed because of their important role in cell wall biogenesis and in the physiology of the yeast. Two different proteomic approaches were carried out. First, proteins loosely associated or S–S linked to structural wall components were released by treatment of whole intact cells with dithiothreitol, separated by 2D-PAGE and identified by mass spectrometry. Second, cell surface-exposed proteins (surfome) were digested with trypsin and DTT from whole intact cells, and analyzed by LC–MS/MS. Ninety-nine different proteins were identified: 67 with DTT treatment and 52 with DTT and trypsin digestion. These proteins were classified in different cellular processes: control of cell wall organization, cell rescue, defence, and virulence, protein fate, protein synthesis and metabolism. Most of the proteins have already been reported as present on the cell surface showing that the yeast cell surface is composed not only by typical but also by atypical cell wall proteins. “Bona fide” cell wall proteins were identified by both protocols but a higher number with the non-gel strategy. However, only 20% of the proteins identified were common to both protocols, thus, for a complete knowledge of the cell surface proteome, several strategies have to be used.     

Comparative proteomic analysis of male and female plants in Jojoba (<Emphasis Type="Italic">Simmondsia chinensis</Emphasis>) leaves revealed changes in proteins involved in photosynthesis,metabolism, energy,and biotic and abiotic stresses

Jojoba is a dioecious shrub with female and male flowers in separated individuals. The plant native to North and Central American deserts, it’s cultivated in many other places worldwide for its valuable liquid wax. The male-biased ratio in cultivated jojoba affects the yield. To develop protein molecular markers for early gender differentiation, comparative proteomic study been conducted on male and female leaves. Using gel-based proteomic, 45 proteins were identified representing 19 different proteins with 18 known functions. The identified proteins were involved in photosynthesis, energy, metabolism and the respond to biotic and abiotic stress. Ribulose-1,5-bisphosphate carboxylase (Rubisco) and ATP synthase were the most abundant proteins in both male and female of jojoba leaves, both were upregulated in male compared to female. Both proteins have the potential to serve as protein biomarkers for early differentiation between male and female in jojoba plant. These results could help in better understanding the molecular mechanism of gender differentiation in jojoba.     

Proteomic analysis of tobacco mosaic virus-infected tomato (Lycopersicon esculentum M.) fruits and detection of viral coat protein

Tobacco mosaic virus (TMV) is a widespread plant virus from the genus Tobamovirus that affects tobacco and tomato plants causing a pathology characterised by cell breakage and disorganisation in plant leaves and fruits. In this study we undertook a proteomic approach to investigate the molecular and biochemical mechanisms potentially involved in tomato fruit defence against the viral infection. The comparison of 2-D gels from control and TMV-infected but asymptomatic tomato fruits revealed changes in several proteins. The differential expression of peptidases, endoglucanase, chitinase and proteins participating in the ascorbate-glutathione cycle in infected fruits suggests that pathogenesis-related proteins and antioxidant enzymes may play a role in the protection against TMV infection. TMV coat protein appeared as a prominent spot in 2-D gels from TMV-infected asymptomatic fruits. A Triton X-114 phase-partitioning step of tomato protein extracts favoured the solubilisation of TMV coat protein and the enrichment of two aminopeptidases not present in control fruits. PMF and MS/MS data of the 2-D gel-isolated TMV coat protein is proposed as a powerful analysis method for the simultaneous tobamovirus detection, species determination and strain differentiation in virus-infected fruit commodities.