A MS data search method for improved 15N‐labeled protein identification

Quantitative proteomics using stable isotope labeling strategies combined with MS is an important tool for biomarker discovery. Methods involving stable isotope metabolic labeling result in optimal quantitative accuracy, since they allow the immediate combination of two or more samples. Unfortunately, stable isotope incorporation rates in metabolic labeling experiments using mammalian organisms usually do not reach 100%. As a consequence, protein identifications in ¹⁵N database searches have poor success rates. We report on a strategy that significantly improves the number of ¹⁵N‐labeled protein identifications and results in a more comprehensive and accurate relative peptide quantification workflow.     

Evaluation of the accuracy of protein quantification using isotope TMPP‐labeled peptides

N‐succinimidyloxycarbonylmethyl tris(2,4,6‐trimethoxyphenyl) phosphonium bromide (TMPP‐Ac‐OSu) reacts rapidly, mildly, and specifically with the N‐terminals of proteins and peptides. Thus, it can be developed as an ideal isotope‐coded tag to be used in quantitative proteomics. Here, we present a strategy for light and heavy TMPP‐based quantitative proteomic analysis, in which peptides in a mixture can be quantified using an on‐tip TMPP derivatization approach. To demonstrate the accuracy of this strategy, light and heavy TMPP‐labeled peptides were combined at different ratios and subsequently analyzed by LC‐MS/MS. The MS spectra and scatter plots show that peptide and protein ratios were both consistent with the mixed ratios. We observed a linear correlation between protein ratios and the predicted ratios. In comparison with SILAC method, the TMPP labeling method produced similarly accurate quantitative results with low CVs. In conclusion, our results suggest that this isotope‐coded TMPP method achieved accurate quantification and compatibility with IEF‐based separation. With the inherent advantages of TMPP derivatization, we believe that it holds great promise for future applications in quantitative proteomics analysis.     

2‐Picoline‐borane: A non‐toxic reducing agent for oligosaccharide labeling by reductive amination

Analysis of N‐glycans is often performed by LC coupled to fluorescence detection. The N‐glycans are usually labeled by reductive amination with a fluorophore containing a primary amine to allow fluorescence detection. Moreover, many of the commonly applied labels also allow improved mass spectrometric detection of oligosaccharides. For reductive amination, the amine group of the label reacts with the reducing‐end aldehyde group of the oligosaccharide to form a Schiff base, which is reduced to a secondary amine. Here, we propose the use of 2‐picoline‐borane as the reducing agent, as a non‐toxic alternative to the extensively used, but toxic sodium cyanoborohydride. Using dextran oligosaccharides and plasma N‐glycans, we demonstrate similar labeling efficacies for 2‐picoline‐borane and sodium cyanoborohydride. Therefore, 2‐picoline‐borane is a non‐toxic alternative to sodium cyanoborohydride for the labeling of oligosaccharides.     

Quantitative DY‐maleimide‐based proteomic 2‐DE‐labeling strategies using human skin proteins

Sensitive differential proteomic analysis is challenging and often limited by distinct labeling or tagging strategies. In this study, we have examined the sensitivity, linearity, and photophysical properties of novel protein labeling DY‐maleimide dyes (DY‐505‐MAL, DY‐555‐MAL and DY‐635‐MAL). All MS compatible DY‐maleimide dyes exhibited excellent emission spectra, high sensitivity, and high linearity, when applied to standard 1‐DE protein analysis. Correspondingly, 2‐DE analysis of DY‐635‐MAL or DY‐505‐MAL maximal‐labeled human keratinocyte proteins displayed remarkably high sensitivity. Compared with a standard fluorescent protein stain, DY‐635‐MAL or DY‐505‐MAL 2‐DE analysis demonstrated equally high spot quality with an overall increase in the number of spots detectable (up to threefold higher;>1000 spots/gel). However, as determined with a FLA‐5100 imaging system, comparative MultiGauge, and Delta2D analysis, not all DY‐maleimide dyes possessed DIGE compatible fluorescent emission properties. However, DY‐505‐MAL and DY‐635‐MAL were found to be suitable for more complex, time and gel intensive, focused multiplexing analyses. Notably – as demonstrated with allergen‐stimulated human skin proteins – defined, singular DY‐maleimide dye protein labeling (SDPL) allows high quality, time saving, simple, and reliable differential proteomic examination.     

Elastic image registration of 2-D gels for differential and repeatability studies

One of the main applications of electrophoretic 2-D gels is the analysis of differential responses between different conditions. For this reason, specific spots are present in one of the images, but not in the other. In some other occasions, the same experiment is repeated between 2 and 12 times in order to increase statistical significance. In both situations, one of the major difficulties of these analysis is that 2-D gels are affected by spatial distortions due to run-time differences and dye-front deformations, resulting in images that are significantly dissimilar not only because of their content, but also because of their geometry. In this technical brief, we show how to use free, state-of-the-art image registration and fusion algorithms developed by us for solving the problem of comparing differential expression profiles, or computing an "average" image from a series of virtually identical gels.     

Native gel analysis of macromolecular protein complexes in cultured mammalian cells

Native gel electrophoresis enables separation of cellular proteins in their non‐denatured state. In experiments aimed at analysing proteins in higher order or multimeric assemblies (i.e. protein complexes) it offers some advantages over rival approaches, particularly as an interface technology with mass spectrometry. Here we separated fractions from HEK293 cells by native electrophoresis in order to survey protein complexes in the cytoplasmic, nuclear and chromatin environments, finding 689 proteins distributed among 217 previously described complexes. As expected, different fractions contained distinct combinations of macromolecular complexes, with subunits of the same complex tending to co‐migrate. Exceptions to this observation could often be explained by the presence of subunits shared among different complexes. We investigated one identified complex, the Polycomb Repressor Complex 2 (PRC2), in more detail following affinity purification of the EZH2 subunit. This approach resulted in the identification of all previously reported members of PRC2. Overall, this work demonstrates that the use of native gel electrophoresis as an upstream separating step is an effective approach for analysis of the components and cellular distribution of protein complexes.     

Isolation of intact proteins from acid‐degradable polyacrylamide gel

Elucidating native structure–function relationships of proteins identified using PAGE has been impeded by limitations in the isolation of intact proteins from the gel. By hydrolyzing polyacrylamide gel band under mildly acidic conditions rather than digesting entrapped proteins ～70% of a large native protein, mouse IgG1 (molecular weight 150 kDa), was isolated. Further analysis indicated that the isolated antibodies had preserved specific binding capability to target antigens as well as intact molecular weights. This new technology may contribute to functional proteomic studies through the isolation of proteins in their native state after PAGE, and other technologies requiring simultaneous separation and isolation of other macromolecules and complexes.     

Verification of protein disulfide bond arrangement by in‐gel tryptic digestion under entirely neutral pH conditions

To develop a concise proteomic procedure to verify the protein disulfide bond arrangement, non‐reductive trypsin digestion of neuregulin 1‐β1 (176–246), a model disulfide‐containing protein, was assessed by a proteolytic ¹⁸O‐labeling analysis. As a result, the commonly used in‐gel tryptic digestion method has been improved for use entirely under neutral pH conditions. With this procedure, the disulfide arrangement of proteins could represent a clinical index candidate in pathological proteomic studies.     

The cysteine‐free single mutant C32S of APEX2 is a highly expressed and active fusion tag for proximity labeling applications

APEX2, an engineered ascorbate peroxidase for high activity, is a powerful tool for proximity labeling applications. Owing to its lack of disulfides and the calcium‐independent activity, APEX2 can be applied intracellularly for targeted electron microscopy imaging or interactome mapping when fusing to a protein of interest. However, APEX2 fusion is often deleterious to the protein expression, which seriously hampers its wide utility. This problem is especially compelling when APEX2 is fused to structurally delicate proteins, such as multi‐pass membrane proteins. In this study, we found that a cysteine‐free single mutant C32S of APEX2 dramatically improved the expression of fusion proteins in mammalian cells without compromising the enzyme activity. We fused APEX2 and APEX2^C32S to four multi‐transmembrane solute carriers (SLCs), SLC1A5, SLC6A5, SLC6A14, and SLC7A1, and compared their expressions in stable HEK293T cell lines. Except the SLC6A5 fusions expressing at decent levels for both APEX2 (70%) and APEX2^C32S (73%), other three SLC proteins showed significantly better expression when fusing to APEX2^C32S (69 ± 13%) than APEX2 (29 ± 15%). Immunofluorescence and western blot experiments showed correct plasma membrane localization and strong proximity labeling efficiency in all four SLC‐APEX2^C32S cells. Enzyme kinetic experiments revealed that APEX2 and APEX2^C32S have comparable activities in terms of oxidizing guaiacol. Overall, we believe APEX2^C32S is a superior fusion tag to APEX2 for proximity labeling applications, especially when mismatched disulfide bonding or poor expression is a concern.     

A new method for 2D gel spot alignment: application to the analysis of large sample sets in clinical proteomics

Background  

In current comparative proteomics studies, the large number of images generated by 2D gels is currently compared using spot matching algorithms. Unfortunately, differences in gel migration and sample variability make efficient spot alignment very difficult to obtain, and, as consequence most of the software alignments return noisy gel matching which needs to be manually adjusted by the user.     

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.     

Gel‐aided sample preparation (GASP)—A simplified method for gel‐assisted proteomic sample generation from protein extracts and intact cells

We describe a “gel‐assisted” proteomic sample preparation method for MS analysis. Solubilized protein extracts or intact cells are copolymerized with acrylamide, facilitating denaturation, reduction, quantitative cysteine alkylation, and matrix formation. Gel‐aided sample preparation has been optimized to be highly flexible, scalable, and to allow reproducible sample generation from 50 cells to milligrams of protein extracts. This methodology is fast, sensitive, easy‐to‐use on a wide range of sample types, and accessible to nonspecialists.     

Minimal sample requirement for highly multiplexed protein quantification in cell lines and tissues by PCT‐SWATH mass spectrometry

The amount of sample available for clinical and biological proteomic research is often limited and thus significantly restricts clinical and translational research. Recently, we have integrated pressure cycling technology (PCT) assisted sample preparation and SWATH‐MS to perform reproducible proteomic quantification of biopsy‐level tissue samples. Here, we further evaluated the minimal sample requirement of the PCT‐SWATH method using various types of samples, including cultured cells (HeLa, K562, and U251, 500 000 to 50 000 cells) and tissue samples (mouse liver, heart, brain, and human kidney, 3–0.2 mg). The data show that as few as 50 000 human cells and 0.2–0.5 mg of wet mouse and human tissues produced peptide samples sufficient for multiple SWATH‐MS analyses at optimal sample load applied to the system. Generally, the reproducibility of the method increased with decreasing tissue sample amounts. The SWATH maps acquired from peptides derived from samples of varying sizes were essentially identical based on the number, type, and quantity of identified peptides. In conclusion, we determined the minimal sample required for optimal PCT‐SWATH analyses, and found smaller sample size achieved higher quantitative accuracy.     

Elimination of basic gaps at high pH values in 2‐DE

The appearance of gaps, vertical lanes lacking protein spots at the cathodic end of 2‐D maps generated with wide range IPG‐strips exceeding a pH value of 9, is shown to depend on the electro‐osmotic transport of water into the IPG‐strip. Substitution of urea solution with water is demonstrated to increase the hydrolysis rate of polyacrylamide in IPG‐strips explaining the gap formation. The use of 8 M urea or thiourea/urea solutions in the electrode wick enables overnight focusing without the appearance of gaps.     

An automated in‐gel digestion/iTRAQ‐labeling workflow for robust quantification of gel‐separated proteins

Simple protein separation by 1DE is a widely used method to reduce sample complexity and to prepare proteins for mass spectrometric identification via in‐gel digestion. While several automated solutions are available for in‐gel digestion particularly of small cylindric gel plugs derived from 2D gels, the processing of larger 1D gel‐derived gel bands with liquid handling work stations is less well established in the field. Here, we introduce a digestion device tailored to this purpose and validate its performance in comparison to manual in‐gel digestion. For relative quantification purposes, we extend the in‐gel digestion procedure by iTRAQ labeling of the tryptic peptides and show that automation of the entire workflow results in robust quantification of proteins from samples of different complexity and dynamic range. We conclude that automation improves accuracy and reproducibility of our iTRAQ workflow as it minimizes the variability in both, digestion and labeling efficiency, the two major causes of irreproducible results in chemical labeling approaches.     

NMR‐based characterization of a refolding intermediate of β2‐microglobulin labeled using a wheat germ cell‐free system

In patients with dialysis‐related amyloidosis, β2‐microglobulin (β2‐m) is a major structural component of amyloid fibrils. It has been suggested that the partial unfolding of β2‐m is a prerequisite to the formation of amyloid fibrils, and that the folding intermediate trapped by the non‐native trans‐Pro32 isomer leads to the formation of amyloid fibrils. Although clarifying the structure of this refolding intermediate by high resolution NMR spectroscopy is important, this has been made difficult by the limited lifetime of the intermediate. Here, we studied the structure of the refolding intermediate using a combination of amino acid selective labeling with wheat germ cell‐free protein synthesis and NMR techniques. The HSQC spectra of β2‐ms labeled selectively at either phenylalanine, leucine, or valine enabled us to monitor the structures of the refolding intermediate. The results suggested that the refolding intermediate has an overall fold and cores similar to the native structure, but contains disordered structures around Pro32. The fluctuation of the β‐sheet regions especially the last half of the βB strand and the first half of the βE strand, both suggested to be important for amyloidogenicity, may transform β2‐m into an amyloidogenic structure.     

High pH reversed‐phase chromatography as a superior fractionation scheme compared to off‐gel isoelectric focusing for complex proteome analysis

MS/MS is the technology of choice for analyzing complex protein mixtures. However, due to the intrinsic complexity and dynamic range present in higher eukaryotic proteomes, prefractionation is an important step to maximize the number of proteins identified. Off‐gel IEF (OG‐IEF) and high pH RP (Hp‐RP) column chromatography have both been successfully utilized as a first‐dimension peptide separation technique in shotgun proteomic experiments. Here, a direct comparison of the two methodologies was performed on ex vivo peripheral blood mononuclear cell lysate. In 12‐fraction replicate analysis, Hp‐RP resulted in more peptides and proteins identified than OG‐IEF fractionation. Distributions of peptide pIs and hydropathy did not reveal any appreciable bias in either technique. Resolution, defined here as the ability to limit a specific peptide to one particular fraction, was significantly better for Hp‐RP. This leads to a more uniform distribution of total and unique peptides for Hp‐RP across all fractions collected. These results suggest that fractionation by Hp‐RP over OG‐IEF is the better choice for typical complex proteome analysis.     

Benchmarking sample preparation/digestion protocols reveals tube‐gel being a fast and repeatable method for quantitative proteomics

Sample preparation, typically by in‐solution or in‐gel approaches, has a strong influence on the accuracy and robustness of quantitative proteomics workflows. The major benefit of in‐gel procedures is their compatibility with detergents (such as SDS) for protein solubilization. However, SDS‐PAGE is a time‐consuming approach. Tube‐gel (TG) preparation circumvents this drawback as it involves directly trapping the sample in a polyacrylamide gel matrix without electrophoresis. We report here the first global label‐free quantitative comparison between TG, stacking gel (SG), and basic liquid digestion (LD). A series of UPS1 standard mixtures (at 0.5, 1, 2.5, 5, 10, and 25 fmol) were spiked in a complex yeast lysate background. TG preparation allowed more yeast proteins to be identified than did the SG and LD approaches, with mean numbers of 1979, 1788, and 1323 proteins identified, respectively. Furthermore, the TG method proved equivalent to SG and superior to LD in terms of the repeatability of the subsequent experiments, with mean CV for yeast protein label‐free quantifications of 7, 9, and 10%. Finally, known variant UPS1 proteins were successfully detected in the TG‐prepared sample within a complex background with high sensitivity. All the data from this study are accessible on ProteomeXchange (PXD003841).     

Conformational evaluation of labeled C3′‐O‐P‐13CH2‐O‐C4″ phosphonate internucleotide linkage,a phosphodiester isostere

Modified internucleotide linkage featuring the C3′‐O‐P‐CH₂‐O‐C4″ phosphonate grouping as an isosteric alternative to the phosphodiester C3′‐O‐P‐O‐CH₂‐C4″ bond was studied in order to learn more on its stereochemical arrangement, which we showed earlier to be of prime importance for the properties of the respective oligonucleotide analogues. Two approaches were pursued: First, the attempt to prepare the model dinucleoside phosphonate with ¹³C‐labeled CH₂ group present in the modified internucleotide linkage that would allow for a more detailed evaluation of the linkage conformation by NMR spectroscopy. Second, the use of ab initio calculations along with molecular dynamics (MD) simulations in order to observe the most populated conformations and specify main structural elements governing the conformational preferences. To deal with the former aim, a novel synthesis of key labeled reagent (CH₃O)₂P(O)¹³CH₂OH for dimer preparation had to be elaborated using aqueous ¹³C‐formaldehyde. The results from both approaches were compared and found consistent. © 2009 Wiley Periodicals, Inc. Biopolymers 91: 514–529, 2009. This article was originally published online as an accepted preprint. The “Published Online” date corresponds to the preprint version. You can request a copy of the preprint by emailing the Biopolymers editorial office at biopolymers@wiley.com     

Suspension trapping (STrap) sample preparation method for bottom‐up proteomics analysis

Despite recent developments in bottom‐up proteomics, the need still exists in a fast, uncomplicated, and robust method for comprehensive sample processing especially when applied to low protein amounts. The suspension trapping method combines the advantage of efficient SDS‐based protein extraction with rapid detergent removal, reactor‐type protein digestion, and peptide cleanup. Proteins are solubilized in SDS. The sample is acidified and introduced into the suspension trapping tip incorporating the depth filter and hydrophobic compartments, filled with the neutral pH methanolic solution. The instantly formed fine protein suspension is trapped in the depth filter stack—this crucial step is aimed at separating the particulate matter in space. SDS and other contaminants are removed in the flow‐through, and a protease is introduced. Following the digestion, the peptides are cleaned up using the tip's hydrophobic part. The methodology allows processing of protein loads down to the low microgram/submicrogram levels. The detergent removal takes about 5 min, whereas the tryptic proteolysis of a cellular lysate is complete in as little as 30 min. We have successfully utilized the method for analysis of cellular lysates, enriched membrane preparations, and immunoprecipitates. We expect that due to its robustness and simplicity, the method will become an essential proteomics tool.