Analysis of E. coli soluble proteins by non‐denaturing micro 2‐DE/3‐DE and MALDI‐MS‐PMF

Escherichia coli (strain K‐12)‐soluble proteins were analyzed by nondenaturing micro 2‐DE and MALDI‐MS‐PMF. The reported conditions of nondenaturing IEF in agarose column gels [Jin, Y., Manabe, T., Electrophoresis 2009, 30, 939–948] were modified to optimize the resolution of cellular soluble proteins. About 300 CBB‐stained spots, the apparent molecular masses of which ranged from ca. 6000 to 10 kDa, were detected. All the spots on two reference 2‐DE gels (one for wide mass range and one for low‐molecular‐mass range) were numbered and subjected to MALDI‐MS‐PMF for the assignment of constituting polypeptides. Most of the spots (310 spots out of 329) provided significant match (p<0.05) with polypeptides in Swiss‐Prot database and totally 228 polypeptide species were assigned. Activity staining of enzymes such as alkaline phosphatase and catalases was performed on the 2‐DE gels and the locations of the activity spots matched well with those of the MS‐assigned polypeptides of the enzymes. Most of the polypeptides with subunit information in Swiss‐Prot (119 polypeptides as homo‐multimers and 25 as hetero‐multimers out of the 228), such as pyruvate dehydrogenase complex which is composed of three enzymatic components, were detected at the apparent mass positions of their polymers, suggesting that the proteins were separated retaining their subunit structures. When a nondenaturing 2‐DE gel was vertically cut into 2 mm strips and one of the strips was subjected to a third‐dimension micro SDS‐PAGE (micro 3‐DE), about 190 CBB‐stained spots were detected. The assignment of the polypeptides separated on the 3‐DE gel would further provide information on protein/polypeptide interactions.     

Combination of virtual and experimental 2DE together with ESI LC‐MS/MS gives a clearer view about proteomes of human cells and plasma

Virtual and experimental 2DE coupled with ESI LC‐MS/MS was introduced to obtain better representation of the information about human proteome. The proteins from HEPG2 cells and human blood plasma were run by 2DE. After staining and protein spot identification by MALDI‐TOF MS, the protein maps were generated. The experimental physicochemical parameters (pI/Mw) of the proteoforms further detected by ESI LC‐MS/MS in these spots were obtained. Next, the theoretical pI and Mw of identified proteins were calculated using program Compute pI/Mw ( http://web.expasy.org/compute_pi/pi_tool‐doc.html ). Accordingly, the relationship between theoretical and experimental parameters was analyzed, and the correlation plots were built. Additionally, virtual/experimental information about different protein species/proteoforms from the same genes was extracted. As it was revealed from the plots, the major proteoforms detected in HepG2 cell line have pI/Mw parameters similar to theoretical values. In opposite, the minor protein species have mainly very different from theoretical pI and Mw parameters. A similar situation was observed in plasma in much higher degree. It means that minor protein species are heavily modified in cell and even more in plasma proteome.     

How many proteins can be identified in a 2DE gel spot within an analysis of a complex human cancer tissue proteome?

Two‐dimensional gel electrophoresis (2DE) in proteomics is traditionally assumed to contain only one or two proteins in each 2DE spot. However, 2DE resolution is being complemented by the rapid development of high sensitivity mass spectrometers. Here we compared MALDI‐MS, LC‐Q‐TOF MS and LC‐Orbitrap Velos MS for the identification of proteins within one spot. With LC‐Orbitrap Velos MS each Coomassie Blue‐stained 2DE spot contained an average of at least 42 and 63 proteins/spot in an analysis of a human glioblastoma proteome and a human pituitary adenoma proteome, respectively, if a single gel spot was analyzed. If a pool of three matched gel spots was analyzed this number further increased up to an average of 230 and 118 proteins/spot for glioblastoma and pituitary adenoma proteome, respectively. Multiple proteins per spot confirm the necessity of isotopic labeling in large‐scale quantification of different protein species in a proteome. Furthermore, a protein abundance analysis revealed that most of the identified proteins in each analyzed 2DE spot were low‐abundance proteins. Many proteins were present in several of the analyzed spots showing the ability of 2DE‐MS to separate at the protein species level. Therefore, 2DE coupled with high‐sensitivity LC‐MS has a clearly higher sensitivity as expected until now to detect, identify and quantify low abundance proteins in a complex human proteome with an estimated resolution of about 500 000 protein species. This clearly exceeds the resolution power of bottom‐up LC‐MS investigations.     

Optimized two‐dimensional gel electrophoresis in an alkaline pH range improves the identification of intracellular CFDA‐cisplatin‐protein adducts in ovarian cancer cells

Intracellular binding of cisplatin to proteins has been associated with acquired resistance to chemotherapy. In our previous study we established an analytical method for the identification of intracellular cisplatin‐binding proteins. The method used a fluorescent carboxyfluorescein‐diacetate‐labeled cisplatin analogue (CFDA‐cisplatin), two‐dimensional gel electrophoresis (2DE) and mass spectrometry, which allows detecting and identifying intracellular CFDA‐cisplatin‐containing protein adducts in the acidic pH range (pH 4–7). Based on this analytical method we extended the identification of intracellular cisplatin‐protein adducts to the alkaline pH range (pH 6–10) giving chance to discover new important binding partners. 2DE analysis of alkaline proteins is challenging due to the difficult separation of basic proteins during the isoelectric focusing (IEF). The establishment of an optimized IEF protocol for basic proteins enabled us to identify several intracellular CFDA‐cisplatin‐binding proteins including enzymes of the glucose and serine metabolism like alpha enolase and D‐3‐phosphoglycerate 1‐dehydrogenase.     

Quantitative proteomics by fluorescent labeling of cysteine residues using a set of two cyanine‐based or three rhodamine‐based dyes

Despite all remarkable progress in gel‐based proteomics in recent years, there is still need to further improve quantification by decreasing the detection limits and increasing the dynamic range. These criteria are achieved best by fluorescent dyes that specifically stain the proteins either by adsorption after gel electrophoresis (in‐gel staining) or covalent coupling prior to gel electrophoresis (in‐solution staining). Here we report a multiplex analysis of protein samples using maleimide‐activated cyanine‐based (Cy3 and Cy5) and rhodamine‐based dyes (Dy505, Dy535, and Dy635) to permanently label all thiol‐groups of cysteine‐containing proteins. The detection limits in SDS‐PAGE were about 10 ng per band and even 2 ng for BSA due to its high content of cysteine residues. Thus only 5 μg protein of a mouse brain homogenate were analyzed by 2‐DE. Both cyanine‐ and rhodamine‐based dyes also stained proteins that did not contain cysteines, probably by reaction with amino groups. This side reactivity did not limit the method and might even extend its general use to proteins missing cysteine residues, but at a lower sensitivity. The dynamic range was more than two orders of magnitude in SDS‐PAGE and the Dy‐fluorophores did not alter the mobility of the tested proteins. Thus, a mixture of Dy505‐, Dy555‐, and Dy635‐labeled Escherichia coli lysates were separated by 2‐DE in a single gel and the three spot patterns relatively quantified.     

Improved conditions for fluorescent staining of proteins with 4,4′‐dianilino‐1,1′‐binaphthyl‐5,5′‐disulfonic acid in SDS‐PAGE

A simple and sensitive fluorescent staining method for the detection of proteins in SDS‐PAGE, namely IB (improved 4,4′‐dianilino‐1,1′‐binaphthyl‐5,5′‐disulfonic acid) stain, is described. Non‐covalent hydrophobic probe 4,4′‐dianilino‐1,1′‐binaphthyl‐5,5′‐disulfonic acid was applied as a fluorescent dye, which can bind to hydrophobic sites in proteins non‐specifically. As low as 1 ng of protein band can be detected briefly by 30 min washing followed by 15 min staining without the aiding of stop or destaining step. The sensitivity of the new presented protocol is similar to that of SYPRO Ruby, which has been widely accepted in proteomic research. Comparative analysis of the MS compatibility of IB stain and SYPRO Ruby stain allowed us to address that IB stain is compatible with the downstream of protein identification by PMF.     

Cyclometalated Gold(III) Complexes Containing N‐Heterocyclic Carbene Ligands Engage Multiple Anti‐Cancer Molecular Targets

Metal N‐heterocyclic carbene (NHC) complexes are a promising class of anti‐cancer agents displaying potent in vitro and in vivo activities. Taking a multi‐faceted approach employing two clickable photoaffinity probes, herein we report the identification of multiple molecular targets for anti‐cancer active pincer gold(III) NHC complexes. These complexes display potent and selective cytotoxicity against cultured cancer cells and in vivo anti‐tumor activities in mice bearing xenografts of human cervical and lung cancers. Our experiments revealed the specific engagement of the gold(III) complexes with multiple cellular targets, including HSP60, vimentin, nucleophosmin, and YB‐1, accompanied by expected downstream mechanisms of action. Additionally, Pt^II and Pd^II analogues can also bind the cellular proteins targeted by the gold(III) complexes, uncovering a distinct pincer cyclometalated metal–NHC scaffold in the design of anti‐cancer metal medicines with multiple molecular targets.     

Global mapping of rat plasma proteins with a native proteomic approach using nondenaturing micro 2DE and quantitative LC‐MS/MS

Plasma samples from adult male rats were separated by nondenaturing micro 2DE and a reference gel was selected, on which 136 CBB‐stained spots were numbered and subjected to in‐gel digestion and quantitative LC‐MS/MS. The analysis provided the assignment of 1–25 (average eight) non‐redundant proteins in each spot and totally 199 proteins were assigned in the 136 spots. About 40% of the proteins were detected in more than one spot and 15% in more than ten spots. We speculate this complexity arose from multiple causes, including protein heterogeneity, overlapping of protein locations and formation of protein complexes. Consequently, such results could not be appropriately presented as a conventional 2DE map, i.e. a list or a gel pattern with one or a few proteins annotated to each spot. Therefore, the LC‐MS/MS quantity data was used to reconstruct the gel distribution of each protein and a library containing 199 native protein maps was established for rat plasma. Since proteins that formed a complex would migrate together during the nondenaturing 2DE and thus show similar gel distributions, correlation analysis was attempted for similarity comparison between the maps. The protein pairs showing high correlation coefficients included some well‐known complexes, suggesting the promising application of native protein mapping for interaction analysis. With the importance of rat as the most commonly used laboratory animal in biomedical research, we expect this work would facilitate relevant studies by providing not only a reference library of rat plasma protein maps but a means for functional and interaction analysis.     

Altered protein profiles in human umbilical cords with preterm and full‐term delivery

Several biomarkers are routinely used clinically for predicting preterm labor; however, these factors are either nonspecific or detected too late. Here, we performed protein profiles in preterm‐ and term‐derived human umbilical cord by using 2DE. Approximately 200 different proteins were identified between preterm‐ and term‐delivered umbilical cords. Among them, 48 proteins were identified. A comparison of preterm proteome to that of term proteome revealed potential candidates for biomarkers, such as hypoxia‐inducible proteins, phosphorylated heat‐shock protein 27 (HSP27), transgelin, vimentin, and transferrin that are specific to preterm umbilical cords. Especially, HSP27 in preterm‐derived umbilical cords shows a significant increase in the mono‐ and tetra‐phosphorylation. The real importance of all of HSP27 phosphorylation as well as hypoxia‐inducible factor 1alpha, and glyceraldehyde 3‐phosphate dehydrogenase require further validation in vitro and in vivo; nevertheless, we believe that they could represent promising diagnostic targets for detection of sudden early delivery. In conclusion, the results of the current study may provide important insights into the molecular mechanisms underlying umbilical cord development.     

p‐Azidophenylarsenoxide: An Arsenical “Bait” for the In Situ Capture and Identification of Cellular Arsenic‐Binding Proteins

Identification of arsenic‐binding proteins is important for understanding arsenic health effects and for developing arsenic‐based therapeutics. We report here a strategy for the capture and identification of arsenic‐binding proteins in living cells. We designed an azide‐labeled arsenical, p‐azidophenylarsenoxide (PAzPAO), to serve bio‐orthogonal functions: the trivalent arsenical group binds to cellular proteins in situ, and the azide group facilitates click chemistry with dibenzylcyclooctyne. The selective and efficient capture of arsenic‐binding proteins enables subsequent enrichment and identification by shotgun proteomics. Applications of the technique are demonstrated using the A549 human lung carcinoma cells and two in vitro model systems. The technique enables the capture and identification of 48 arsenic‐binding proteins in A549 cells incubated with PAzPAO. Among the identified proteins are a series of antioxidant proteins (e.g., thioredoxin, peroxiredoxin, peroxide reductase, glutathione reductase, and protein disulfide isomerase) and glyceraldehyde‐3‐phosphate dehydrogenase. Identification of these functional proteins, along with studies of arsenic binding and enzymatic inhibition, points to these proteins as potential molecular targets that play important roles in arsenic‐induced health effects and in cancer treatment.     

Proteomic profiling of mature leaves from oil palm (Elaeis guineensis Jacq.)

Oil palm is one of the most productive oil bearing crops grown in Southeast Asia. Due to the dwindling availability of agricultural land and increasing demand for high yielding oil palm seedlings, clonal propagation is vital to the oil palm industry. Most commonly, leaf explants are used for in vitro micropropagation of oil palm and to optimize this process it is important to unravel the physiological and molecular mechanisms underlying somatic embryo production from leaves. In this study, a proteomic approach was used to determine protein abundance of mature oil palm leaves. To do this, leaf proteins were extracted using TCA/acetone precipitation protocol and separated by 2DE. A total of 191 protein spots were observed on the 2D gels and 67 of the most abundant protein spots that were consistently observed were selected for further analysis with 35 successfully identified using MALDI TOF/TOF MS. The majority of proteins were classified as being involved in photosynthesis, metabolism, cellular biogenesis, stress response, and transport. This study provides the first proteomic assessment of oil palm leaves in this important oil crop and demonstrates the successful identification of selected proteins spots using the Malaysian Palm Oil Board (MPOB) Elaeis guineensis EST and NCBI‐protein databases. The MS data have been deposited in the ProteomeXchange Consortium database with the data set identifier PXD001307.     

Coomassie staining provides routine (sub)femtomole in‐gel detection of intact proteoforms: Expanding opportunities for genuine Top‐down Proteomics

Modified colloidal Coomassie Brilliant Blue (cCBB) staining utilising a novel destain protocol and near‐infrared fluorescence detection (nIRFD) rivals the in‐gel protein detection sensitivity (DS) of SYPRO Ruby. However, established DS estimates are likely inaccurate in terms of 2DE‐resolved proteoform ‘spots’ since DS is routinely measured from comparatively diffuse protein ‘bands’ following wide‐well 1DE. Here, cCBB DS for 2DE‐based proteomics was more accurately determined using narrow‐well 1DE. As precise estimates of protein standard monomer concentrations are essential for accurate quantitation, coupling UV absorbance with gel‐based purity assessments is described. Further, as cCBB is compatible with both nIRFD and densitometry, the impacts of imaging method (and image resolution) on DS were assessed. Narrow‐well 1DE enabled more accurate quantitation of cCBB DS for 2DE, achieving (sub)femtomole DS with either nIRFD or densitometry. While densitometry offers comparative simplicity and affordability, nIRFD has the unique potential for enhanced DS with Deep Imaging. Higher‐resolution nIRFD also improved analysis of a 2DE‐resolved proteome, surpassing the DS of standard nIRFD and densitometry, with nIRFD Deep Imaging further maximising proteome coverage. cCBB DS for intact proteins rivals that of mass spectrometry (MS) for peptides in complex mixtures, reaffirming that 2DE‐MS currently provides the most routine, broadly applicable, robust, and information‐rich Top‐down approach to Discovery Proteomics.     

A proteomics method using immunoaffinity fluorogenic derivatization–liquid chromatography/tandem mass spectrometry (FD‐LC‐MS/MS) to identify a set of interacting proteins

Biological functions in organisms are usually controlled by a set of interacting proteins, and identifying the proteins that interact is useful for understanding the mechanism of the functions. Immunoprecipitation is a method that utilizes the affinity of an antibody to isolate and identify the proteins that have interacted in a biological sample. In this study, the FD‐LC–MS/MS method, which involves fluorogenic derivatization followed by separation and quantification by HPLC and finally identification of proteins by HPLC–tandem mass spectrometry, was used to identify proteins in immunoprecipitated samples, using heat shock protein 90 (HSP90) as a model of an interacting protein in HepaRG cells. As a result, HSC70 protein, which was known to form a complex with HSP90, was isolated, together with three different types of HSP90‐beta. The results demonstrated that the proposed immunoaffinity–FD‐LC–MS/MS method could be useful for simultaneously detecting and identifying the proteins that interact with a certain protein.     

Improved dynamic range of protein quantification in silver‐stained gels by modelling gel images over time

Silver staining is a commonly used protein stain to visualise proteins separated by 2‐DE. Despite this, the technique suffers from a limited dynamic range, making the simultaneous quantification of high‐ and low‐abundant proteins difficult. In this paper we take advantage of the fact that silver staining is not an end‐point stain by photographing the gels during development. This procedure provides information about the change in measured absorbance for each pixel in the protein spots on the gel. The maximum rate of change was found to be correlated with the amount of applied protein, providing a new way of estimating protein amount in 2‐DE gels. We observed an improvement in the dynamic range of silver staining by up to two orders of magnitude.     

2DE‐based approach for estimation of number of protein species in a cell

Insufficient sensitivity of methods for detection of proteins at a single molecule level does not yet allow obtaining the whole image of human proteome. But to go further, we need at least to know the proteome size, or how many different protein species compose this proteome. This is the task that could be at least partially realized by the method described in this article. The approach used in our study is based on detection of protein spots in 2DE after staining by protein dyes with various sensitivities. As the different protein spots contain different protein species, counting the spots opens a way for estimation of number of protein species. The function representing the dependence of the number of protein spots on sensitivity or LOD of protein dyes was generated. And extrapolation of this function curve to theoretical point of the maximum sensitivity (detection of a single smallest polypeptide) allowed to counting the number of different molecules (polypeptide species) at the concentration level of a single polypeptide per proteome. Using this approach, it was estimated that the minimal numbers of protein species for model objects, Escherichia coli and Pirococcus furiosus, are 6200 and 3400, respectively. We expect a single human cell (HepG2) to contain minimum 70 000 protein species.     

Novel procedure for the identification of proteins by mass fingerprinting combining two-dimensional electrophoresis with fluorescent SYPRO red staining

The fluorescent sensitive SYPRO Red dye was successfully employed to stain proteins in two-dimensional gels for protein identification by peptide mass fingerprinting. Proteins which are not chemically modified during the SYPRO Red staining process are well digested enzymatically in the gel and hence the resulting peptides can be efficiently eluted and analysed by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS). A SYPRO Red two-dimensional gel of a complex protein extract from Candida albicans was analysed by MALDI-TOF MS. The validity of SYPRO Red staining was demonstrated by identifying, via peptide mass fingerprinting, 10 different C. albicans proteins from a total of 31 selected protein spots. The peptide mass signal intensity, the number of matched peptides and the percentage of coverage of protein sequences from SYPRO Red-stained proteins were similar to or greater than those obtained in parallel with the modified silver protein gel staining. This work demonstrates that fluorescent SYPRO Red staining is compatible with the identification of proteins separated on polyacrylamide gel and that it can be used as an alternative to silver staining. As far as we know, this is the first report in which C. albicans proteins separated using 2-D gels have been identified by peptide mass fingerprinting. The improved technique described here should be very useful for carrying out proteomic studies.     

Highly Multiplexed Single‐Cell In Situ Protein Analysis with Cleavable Fluorescent Antibodies

Limitations on the number of proteins that can be quantified in single cells in situ impede advances in our deep understanding of normal cell physiology and disease pathogenesis. Herein, we present a highly multiplexed single‐cell in situ protein analysis approach that is based on chemically cleavable fluorescent antibodies. In this method, antibodies tethered to fluorophores through a novel azide‐based cleavable linker are utilized to detect their protein targets. After fluorescence imaging and data storage, the fluorophores coupled to the antibodies are efficiently cleaved without loss of protein target antigenicity. Upon continuous cycles of target recognition, fluorescence imaging, and fluorophore cleavage, this approach has the potential to quantify over 100 different proteins in individual cells at optical resolution. This single‐cell in situ protein profiling technology will have wide applications in signaling network analysis, molecular diagnosis, and cellular targeted therapies.     

In‐gel equilibration for improved protein retention in 2DE‐based proteomic workflows

The 2DE is a powerful proteomic technique, with excellent protein separation capabilities where intact proteins are spatially separated by pI and molecular weight. 2DE is commonly used in conjunction with MS to identify proteins of interest. Current 2DE workflow requires several manual processing steps that can lead to experimental variability and sample loss. One such step is the transition between first dimension IEF and second‐dimension SDS‐PAGE, which requires exchanging denaturants and the reduction and alkylation of proteins. This in‐solution‐based equilibration step has been shown to be rather inefficient, losing up to 30% of the original starting material through diffusion effects. We have developed a refinement of this equilibration step using agarose stacking gels poured on top of the second‐dimension SDS‐PAGE gel, referred to as in‐gel equilibration. We show that in‐gel equilibration is effective at reduction and alkylation in SDS‐PAGE gels. Quantification of whole‐cell extracts separated on 2DE gels shows that in‐gel equilibration increases protein retention, decreased intergel variability, and simplifies 2DE workflow.     

Performance of nondenaturing micro 2-DE followed by third-dimension SDS-PAGE in the analysis of Escherichia coli soluble proteins

In a previous paper, we reported on the analysis of Escherichia coli (strain K‐12) soluble proteins by nondenaturing micro 2‐DE/3‐DE and MALDI‐MS‐PMF [Manabe, T., Jin, Y., Electrophoresis 2010, 31, 2740–2748]. To evaluate the performance of the 2‐DE/3‐DE technique, a nondenaturing 2‐DE gel just after the second‐dimension run was cut into 12 vertical strips, each 2 mm‐wide strip was set on a micro slab gel, and third‐dimension SDS‐PAGE was run in parallel. Each of the twelve 3‐DE gels showed about 150–200 CBB‐stained spots. Two of the 3‐DE gels were selected for the assignment of polypeptides using MALDI‐MS‐PMF and totally 161 polypeptides were assigned on the two 3‐DE gels, in which 81 have been assigned on the nondenaturing micro 2‐DE gel and 80 were newly assigned. Most of the newly assigned polypeptides resided in faintly stained spots on the 3‐DE gels, which indicates that the polypeptides were purified in the process of the third‐dimension separation. The comparisons of the apparent mass values estimated from the second‐dimension (nondenaturing pore‐gradient PAGE) mobility with those estimated from the third‐dimension (SDS‐PAGE) mobility suggested the oligomer structures of the assigned polypeptides and they matched well with those described in a database (UniProtKnowledgebase). The technique of nondenaturing micro 2‐DE/3‐DE, combined with MALDI‐MS‐PMF, could become an efficient method to obtain information on the quaternary structures of hundreds of cellular soluble proteins simultaneously because of its high efficiency in protein/polypeptide separation and assignment.