Use of deuterium-labeled lysine for efficient protein identification and peptide de novo sequencing

Here, we describe a method for protein identification and de novo peptide sequencing. Through in vivo cell culturing, the deuterium-labeled lysine residue (Lys-d4) introduces a 4-Da mass tag at the carboxyl terminus of proteolytic peptides when cleaved by certain proteases. The 4-Da mass difference between the unlabeled and the deuterated lysine assigns a mass signature to all lysine-containing peptides in any pool of proteolytic peptides for protein identification directly through peptide mass mapping. Furthermore, it was used to distinguish between N- and C-terminal fragments for accurate assignments of daughter ions in tandem MS/MS spectra for sequence assignment. This technique simplifies the labeling scheme and the interpretation of the MS/MS spectra by assigning different series of fragment ions correctly and easily and is very useful in de novo peptide sequencing. We have also successfully implemented this approach to the analysis of protein mixtures derived from the human proteome.     

De novo sequencing of neuropeptides using reductive isotopic methylation and investigation of ESI QTOF MS/MS fragmentation pattern of neuropeptides with N-terminal dimethylation

A stable-isotope dimethyl labeling strategy was previously shown to be a useful tool for quantitative proteomics. More recently, N-terminal dimethyl labeling was also reported for peptide sequencing in combination with database searching. Here, we extend these previous studies by incorporating N-terminal isotopic dimethylation for de novo sequencing of neuropeptides directly from tissue extract without any genomic information. We demonstrated several new sequencing applications of this method in addition to the identification of the N-terminal residue using the enhanced a(1) ion. The isotopic labeling also provides easier and more confident de novo sequencing of peptides by comparing similar MS/MS fragmentation patterns of the isotopically labeled peptide pairs. The current study on neuropeptides shows several distinct fragmentation patterns after N-terminal dimethylation which have not been reported previously. The y((n-1)) ion is enhanced in multiply charged peptides and is weak or missing in singly charged peptides. The MS/MS spectra of singly charged peptides are simplified due to the enhanced N-terminal fragments and suppressed internal fragments. The neutral loss of dimethylamine is also observed. The mechanisms for the above fragmentations are proposed. Finally, the structures of the immonium ion and related ions of N(alpha), N(epsilon)-tetramethylated lysine and N(epsilon)-dimethylated lysine are explored.     

Infrared multiphoton dissociation for enhanced de novo sequence interpretation of N-terminal sulfonated peptides in a quadrupole ion trap

Infrared multiphoton dissociation (IRMPD) of N-terminal sulfonated peptides improves de novo sequencing capabilities in a quadrupole ion trap mass spectrometer. Not only does IRMPD promote highly efficient dissociation of the N-terminal sulfonated peptides but also the entire series of y ions down to the y(1) fragment may be detected due to alleviation of the low-mass cutoff problem associated with conventional collisional activated dissociation (CAD) methods in a quadrupole ion trap. Commercial de novo sequencing software was applied for the interpretation of CAD and IRMPD MS/MS spectra collected for seven unmodified peptides and the corresponding N-terminal sulfonated species. In most cases, the additional information obtained by N-terminal sulfonation in combination with IRMPD provided significant improvements in sequence identification. The software sequence tag results were combined with a commercial database searching algorithm to interpret sequence information of a tryptic digest on alpha-casein s1. Energy-variable CAD studies confirmed a 30-40% reduction in the critical energies of the N-terminal sulfonated peptides relative to unmodified peptides. This reduction in dissociation energy facilitates IRMPD in a quadrupole ion trap.     

MSNovo: a dynamic programming algorithm for de novo peptide sequencing via tandem mass spectrometry

Tandem mass spectrometry (MS/MS) has become the experimental method of choice for high-throughput proteomics-based biological discovery. The two primary ways of analyzing MS/MS data are database search and de novo sequencing. In this paper, we present a new approach to peptide de novo sequencing, called MSNovo, which has the following advanced features. (1) It works on data generated from both LCQ and LTQ mass spectrometers and interprets singly, doubly, and triply charged ions. (2) It integrates a new probabilistic scoring function with a mass array-based dynamic programming algorithm. The simplicity of the scoring function, with only 6-10 parameters to be trained, avoids the problem of overfitting and allows MSNovo to be adopted for other machines and data sets easily. The mass array data structure explicitly encodes all possible peptides and allows the dynamic programming algorithm to find the best peptide. (3) Compared to existing programs, MSNovo predicts peptides as well as sequence tags with a higher accuracy, which is important for those applications that search protein databases using the de novo sequencing results. More specifically, we show that MSNovo outperforms other programs on various ESI ion trap data. We also show that for high-resolution data the performance of MSNovo improves significantly. Supporting Information, executable files and data sets can be found at http://msms.usc.edu/supplementary/msnovo.     

Divinyl sulfone as a postdigestion modifier for enhancing the a(1) Ion in MS/MS and postsource decay: potential applications in proteomics

Divinyl sulfone reacts at pH 8-9 with the alpha-amino groups of N-terminal residues, proline, the epsilon-amino groups of lysine, and the histidine side chains of peptides. This reaction leads to great enhancement of the abundance of the normally weak or missing "a(1)" fragment ion in MS/MS analysis defining the N-terminal residue of a peptide in a digest. This provides "one-step Edman-like" information that, together with a fairly accurately determined mass, often enables one to correctly identify a protein or family of proteins. The applicability of this procedure in proteomics was demonstrated with several peptides and tryptic digests of protein mixtures by LC-MS/MS experiments using a QTOF and MALDI-PSD analyses. Advantages of this approach are its simple chemistry, retention of charge multiplicity, and possibly, shortening of database search time. Used with other MS/MS data, it provides higher confidence in the scores and identification of a protein found in peptide mass fingerprinting. Moreover, this approach has an advantage in "de novo" sequencing due to its ability to decipher the first amino acid of a peptide whose information is normally unavailable in MS/MS spectra.     

MS/MS simplification by 355 nm ultraviolet photodissociation of chromophore-derivatized peptides in a quadrupole ion trap

Ultraviolet photodissociation (UVPD) of chromophore-modified peptides enhances the capabilities for de novo sequencing in a quadrupole ion trap mass spectrometer. Attachment of UV chromophores allows efficient photoactivation of not only the precursor ions but also any fragments that retain the chromophore functionality. For doubly protonated peptides, UVPD leads to a vast reduction in MS/MS complexity. The array of b and y ions typically seen upon collisionally activated dissociation is reduced to a single series of either y or b ions by UVPD depending on the location of the chromophore (i.e., N- or C-terminus). The sulfonation reagent Alexa Fluor 350 (AF350) provided the best overall results for the singly and doubly charged peptides by UVPD. The nonsulfonated analogue of AF350, 7-amino-4-methylcoumarin-3-acetic acid, also led to simplified spectra for doubly charged, but not singly charged, peptides by UVPD. Dinitrophenyl-peptides also yielded simplified spectra by UVPD albeit with a small amount of internal fragments accompanying the series of diagnostic y ions. The success of this MS/MS simplification process stems from extensive secondary fragmentation of any chromophore-containing fragments upon exposure to subsequent laser pulses. Energy-variable UVPD reveals that the abundances of non-chromophore-containing y fragment ions increase linearly with laser pulse energy, suggesting secondary dissociation of these species is insignificant. The abundances of chromophore-containing a/b fragment ions follow a quadratic trend due to the extensive secondary fragmentation at higher laser energies or multiple pulses.     

Utility of immonium ions for assignment of epsilon-N-acetyllysine-containing peptides by tandem mass spectrometry

Tandem mass spectrometry (MS/MS) is a powerful tool for characterization of post-translationally modified proteins, including epsilon-N-acetyllysine-containing species. Previous reports indicate that epsilon-N-acetyllysine immonium ions are useful marker ions for peptides containing epsilon-N-acetyllysine, but the specificity and sensitivity of these ions for assignment of lysine acetylation by MS/MS have not been studied in detail. We investigated MS/MS data sets of 172 epsilon-N-acetyllysine tryptic peptides and 268 nonacetylated tryptic peptides to establish the utility and reliability of epsilon-N-acetyllysine immonium ions for identification and validation of acetylated peptides. Our analysis shows that the immonium ion at m/z 143 lacks specificity for lysine-acetylated peptides, whereas the derivative at m/z 126 is highly specific (98.1%). We also studied the positional effect of the epsilon-N-acetyllysine on the intensity of observed acetyllysine immonium ions. We observed an increase in acetyllysine immonium ion intensities when the acetylated lysine was N-terminally positioned in the peptide as compared to internal positions. Based on these observations we propose a validation scheme for unambiguous assignment of acetyllysine-containing peptides by MS/MS. Our analysis of epsilon-N-acetyllysine immonium ions provide a framework for investigation of MS/MS marker ion specificity and sensitivity that can be applied in studies of other types of post-translational modifications.     

Identification of protein ubiquitylation by electrospray ionization tandem mass spectrometric analysis of sulfonated tryptic peptides

We report here the application of electrospray ionization tandem mass spectrometry for the characterization of protein ubiquitylation, an important posttranslational modification of cellular proteins. Trypsin digestion of ubiquitin-conjugated proteins produces diglycine branched peptides containing the modification sites. Chemical derivatization by N-terminal sulfonation was carried out on several model peptides for the formation of a characteristic fragmentation pattern in their MS/MS analysis. The fragmentation of derivatized singly charged peptides results in a product ion distribution similar to that already observed by MALDI-TOF MS/MS. Signature fragments distinguished the diglycine branched peptides from other modified and unmodified peptides, while the sequencing product ions reveal the amino acid sequence and the location of the ubiquitylation site. Doubly charged peptide derivatives fragment in a somewhat different manner, but several fragments characteristic to diglycine branched peptides were observed under low collision energy conditions. These signature peaks can also be used to identify peptides containing ubiquitylation sites. In addition, a marker ion corresponding to a glycine-modified lysine residue produced by high-energy fragmentation provides useful information for identity verification. The method is demonstrated by the analysis of three ubiquitin-conjugated proteins using LC/MS/MS.     

Peptide rearrangement during quadrupole ion trap fragmentation: added complexity to MS/MS spectra

The emergence of proteomics has placed great interest in the understanding of the mechanisms of MS/MS fragmentation of peptides under low-energy collision-induced dissociation. In this work, we describe the presence of anomalous fragments, which correspond to neutral loss elimination of internal amino acids from ions of the b series in quadrupole ion trap MS/MS spectra from naturally occurring peptides. Internal amino acid elimination occurred preferentially with aliphatic amino acids. The phenomenon was more apparent when doubly charged precursors were fragmented and was inhibited when peptides were N-acetylated at the N-terminus. Fragmentation of isomeric peptides where some internal amino acids were relocated in N-terminal position produced MSn spectra indistinguishable from those of the original peptides, indicating that some b ions underwent a structural rearrangement process. Formation of anomalous fragments required a minimum activation time. Our data are consistent with a nucleophile attack of the N-terminal nitrogen over the electrophilic carbonyl carbon at one peptide bond, forming a cyclic b ion intermediate that, by reopening at preferential sites, exposes internal amino acids to the C-terminal side.     

De novo peptide sequencing based on a divide-and-conquer algorithm and peptide tandem spectrum simulation

Mass spectrometry-based de novo peptide sequencing is generally more reliable on high-resolution instruments owing to their high resolution and mass accuracy. On a lower resolution instrument such as the more widely used quadrupole ion traps, de novo peptide sequencing is not so reliable or requires more MS(3) experiments. However, the peptide CID spectrum has been demonstrated to be quite reproducible on an ion trap instrument and can be predicted with good accuracy. A new de novo peptide sequencing technique, DACSIM, combining a divide-and-conquer algorithm for deriving sequence candidates and spectrum simulation for sequence refinement, is developed for spectra acquired on an ion trap instrument. When DACSIM was used to sequence peptides 500-1900 u in mass generated from proteolytic digests of hemoglobin and myoglobin, the success rate was 70% with a false positive rate of only 6%, when isoleucine and leucine residues were not distinguished.     

Improving de novo sequencing of peptides using a charged tag and C-terminal digestion

An improved method for peptide de novo sequencing by MALDI mass spectrometry is presented. The method couples a charge derivatization reaction with C-terminal digestion to modify tryptic peptides. The charge derivatization attaches a fixed charge group onto the N-termini of peptides, and the enzymatic digestion after the derivatization step removes C-terminal basic amino acid residues such as arginine and lysine. The fragmentation of the modified peptide(s) under low-energy CID conditions (MALDI Q-TOF mass spectrometer) yields a simplified yet complete ion series of the peptide sequence. The validity of the method is demonstrated by the results from several model protein digests, where peptide sequences were correctly deduced either manually or through an automated sequencing program.     

High-throughput identification of proteins and unanticipated sequence modifications using a mass-based alignment algorithm for MS/MS de novo sequencing results

With the increasing availability of de novo sequencing algorithms for interpreting high-mass accuracy tandem mass spectrometry (MS/MS) data, there is a growing need for programs that accurately identify proteins from de novo sequencing results. De novo sequences derived from tandem mass spectra of peptides often contain ambiguous regions where the exact amino acid order cannot be determined. One problem this poses for sequence alignment algorithms is the difficulty in distinguishing discrepancies due to de novo sequencing errors from actual genomic sequence variation and posttranslational modifications. We present a novel, mass-based approach to sequence alignment, implemented as a program called OpenSea, to resolve these problems. In this approach, de novo and database sequences are interpreted as masses of residues, and the masses, rather than the amino acid codes, are compared. To provide further flexibility, the masses can be aligned in groups, which can resolve many de novo sequencing errors. The performance of OpenSea was tested with three types of data: a mixture of known proteins, a mixture of unknown proteins that commonly contain sequence variations, and a mixture of posttranslationally modified known proteins. In all three cases, we demonstrate that OpenSea can identify more peptides and proteins than commonly used database-searching programs (SEQUEST and ProteinLynx) while accurately locating sequence variation sites and unanticipated posttranslational modifications in a high-throughput environment.     

Tandem parallel fragmentation of peptides for mass spectrometry

Parallel fragmentations of peptides in the source region and in the collision cell of tandem mass spectrometers are sequentially combined to develop parallel collision-induced-dissociation mass spectrometry (p2CID MS). Compared to MS/MS spectra, the p2CID mass spectra show increased signal intensities (2-400-fold) and number of sequence ions. This improvement is attributed to the fact that p2CID MS virtually samples all the ions generated by electrospray ionization, including intact and fragment ions of different charge states from a peptide. We implement the method using a quadrupole time-of-flight tandem mass spectrometer. The instrument is operated in TOF-MS mode that allows the ions from source region broadband-passing the first mass analyzer to enter the collision cell. Cone voltage and collision energy are investigated to optimize the outcome of the two parallel CID processes. In the in-source parallel CID, elevated cone voltage produces singly charged intact peptide ions and large fragment ions, as well as decreases the charge-state distribution of peptide ions mainly to double and single charges. The in-collision-cell parallel CID is optimized to dissociate the ions from the source region to produce small and medium fragment ions. The method of p2CID MS is especially useful for sequencing of large peptides with labile amide bonds and peptides with C-terminal arginine. It has unique potential for de novo sequencing of peptides and proteome analysis, especially for affinity-enriched subproteomes.     

Influence of basic residue content on fragment ion peak intensities in low-energy collision-induced dissociation spectra of peptides

The primary utility of trypsin digestion in proteomics is that it cleaves proteins at predictable locations, but it is also notable for yielding peptides that terminate in basic arginine and lysine residues. Tryptic peptides fragment in ion trap tandem mass spectrometry to produce prominent C-terminal y series ions. Alternative proteolytic digests may produce peptides that do not follow these rules. In this study, we examine 2568 peptides generated through proteinase K digestion, a technique that produces a greater diversity of basic residue content in peptides. We show that the position of basic residues within peptides influences the peak intensities of b and y series ions; a basic residue near the N-terminus of a peptide can lead to prominent b series peaks rather than the intense y series peaks associated with tryptic peptides. The effects of presence and position for arginine, lysine, and histidine are explored separately and in combination. Arg shows the most dominant effects followed by His and then by Lys. Fragment ions containing basic residues produce more intense peaks than those without basic residues. Doubly charged precursor ions have generally been modeled as producing only singly charged fragment ions, but fragment ions that contain two basic residues may accept both protons during fragmentation. By characterizing the influence of basic residues on gas-phase fragmentation of peptides, this research makes possible more accurate fragmentation models for peptide identification algorithms.     

Analytical utility of small neutral losses from reduced species in electron capture dissociation studied using SwedECD database

Small neutral losses from charge-reduced species [M + nH] (( n-1)+* ) is one of the most abundant fragmentation channels in both electron capture dissociation, ECD, and electron transfer dissociation, ETD. Several groups have previously studied these losses on particular examples. Now, the availability of a large (11 491 entries) SwedECD database ( http://www.bmms.uu.se/CAD/indexECD.html) of high-resolution ECD data sets on doubly charged tryptic peptides has made possible a systematic study involving statistical evaluation of neutral losses from [M + 2H] (+ * ) ions. Several new types of losses are discovered, and 16 specific (>94%) losses are characterized according to their specificity and sensitivity, as well as occurrence for peptides of different lengths. On average, there is more than one specific loss per ECD mass spectrum, and two-thirds of all MS/MS data sets in SwedECD contain at least one specific loss. Therefore, specific neutral losses are analytically useful for improved database searching and de novo sequencing. In particular, N and GG isomeric sequences can be distinguished. The pattern of neutral losses was found to be remarkably dissimilar with the losses from radical z* fragment ions: e.g., there is no direct formation of w ions from the reduced species. This finding emphasizes the difference in fragmentation behaviors of hydrogen-abundant and hydrogen-deficient species.     

T3-sequencing: targeted characterization of the N- and C-termini of undigested proteins by mass spectrometry

A novel extension of the "top-down" approach is introduced for the selective characterization of protein termini that does not involve proteolytic digestion steps. N- and C-terminal peptides were generated from intact proteins in the mass spectrometer and further analyzed by MS/MS-an approach referred to as T(3)-sequencing. N-terminal and C-terminal fragment ion series were obtained by the pseudo-MS/MS technique in-source decay (ISD) on a matrix-assisted laser desorption/ionization time-of-flight mass spectrometer (MALDI-TOF MS). These ions provided near-terminal sequence tags from the undigested protein in the ISD spectrum acquired in reflector mode and allowed to screen for the proper processing state of the terminus with respect to a reference sequence. In the second step of T(3)-sequencing, the precursor ions, which have been generated by ISD and which included the N- or C-terminal sequence, were selected in the timed ion gate of a MALDI-TOF/TOF mass spectrometer for MS/MS analysis. These spectra allowed identification of the protein, the proper definition of both termini, and allowed confirmation of suspected terminal modifications. T(3)-Sequencing appears to be an alternative to classical Edman sequencing, which is fast and even permits the analysis of N-terminally blocked proteins and their C-terminus.     

Guanidino labeling derivatization strategy for global characterization of peptide mixtures by liquid chromatography matrix-assisted laser desorption/ionization mass spectrometry

Guanidination performed with isotopic isoforms of O-methylisourea was used in combination with reversed-phase liquid chromatography (LC) matrix-assisted laser desorption/ionization to characterize, both qualitatively and quantitatively, protein mixtures. Synthesis of (13)C- and (15)N(2)-labeled O-methylisourea sulfate produces a molecule that is 3 Da heavier than the light isotopic variant. Protein mixtures containing identical components in different concentration are pooled together following parallel derivatization. Relative quantification of protein mixtures is achieved by mass spectrometry. A difference of 3 Da allows negligible interference between the two isotopic clusters for quantification of peptides up to 1400 Da. Under these conditions, the chromatographic resolution achieved allows separation of different pairs of derivatized peptides without altering the retention time of structurally identical isotopic isoforms. Concomitant isolation of both chemically modified precursors is followed by tandem mass analysis. Activation of the ions via collisions with an inert gas produces isotopically derivatized fragment ions, which appear as doublets in the product ion spectrum. Since the modification occurs on the C-terminal lysine, ions incorporating the guanidino moiety on the C-terminus can be distinguished from those containing the original unmodified peptide N-terminus. Knowledge of the location of the proton can be beneficial to data interpretation and peptide sequencing.     

PepNovo: de novo peptide sequencing via probabilistic network modeling

We present a novel scoring method for de novo interpretation of peptides from tandem mass spectrometry data. Our scoring method uses a probabilistic network whose structure reflects the chemical and physical rules that govern the peptide fragmentation. We use a likelihood ratio hypothesis test to determine whether the peaks observed in the mass spectrum are more likely to have been produced under our fragmentation model than under a model that treats peaks as random events. We tested our de novo algorithm PepNovo on ion trap data and achieved results that are superior to popular de novo peptide sequencing algorithms. PepNovo can be accessed via the URL http://www-cse.ucsd.edu/groups/bioinformatics/software.html.     

Approach for determining protein ubiquitination sites by MALDI-TOF mass spectrometry

Protein ubiquitination plays an important role in the degradation and other functional regulation of cellular proteins in organisms ranging from yeasts to mammals. Trypsin digestion of ubiquitin conjugated proteins produces diglycine branched peptides in which the C-terminal Gly-Gly fragment of ubiquitin is attached to the epsilon-amino group of a modified lysine residue within the peptide. This provides a platform for mapping ubiquitination sites using mass spectrometry. Here we report the development of a novel strategy for determining posttraslational protein ubiquitination based on the N-terminal sulfonation of diglycine branched peptides. In contrast to conventional tandem MS spectra of native tryptic peptides, MALDI MS/MS analysis of a sulfonated tryptic peptide containing a diglycine branch generates a unique spectrum composed of a signature portion and a sequence portion. The signature portion of the spectrum consists of several intense ions resulting from the elimination of the tags, the N-terminal residues at the peptide and the branch, and their combination. This unique ion distribution pattern can distinguish ubiquitination modificatons from others and can identify the first N-terminal residues of the peptides as well. The sequence portion consists of an exclusive series of y-type ions and y' ions (differing by the loss of one glycine residue from the sulfonated diglycine branch) that can directly reveal the amino acid sequence of the peptide and the precise location of the ubiquitination site. The technique is demonstrated for a series of synthetic peptides and is validated by a model protein, tetraubiquitin. Our results show that the MALDI MS/MS analysis of sulfonated tryptic peptides can provide a highly effective method for the determination of ubiquitination substrates, ubiquitination sites on protein targets, and modification sites on ubiquitins themselves.     

Electron capture dissociation for structural characterization of multiply charged protein cations

For proteins of < 20 kDa, this new radical site dissociation method cleaves different and many more backbone bonds than the conventional MS/MS methods (e.g., collisionally activated dissociation, CAD) that add energy directly to the even-electron ions. A minimum kinetic energy difference between the electron and ion maximizes capture; a 1 eV difference reduces capture by 10(3). Thus, in an FTMS ion cell with added electron trapping electrodes, capture appears to be achieved best at the boundary between the potential wells that trap the electrons and ions, now providing 80 +/- 15% precursor ion conversion efficiency. Capture cross section is dependent on the ionic charge squared (z2), minimizing the secondary dissociation of lower charge fragment ions. Electron capture is postulated to occur initially at a protonated site to release an energetic (approximately 6 eV) H. atom that is captured at a high-affinity site such as -S-S- or backbone amide to cause nonergodic (before energy randomization) dissociation. Cleavages between every pair of amino acids in mellitin (2.8 kDa) and ubiquitin (8.6 kDa) are represented in their ECD and CAD spectra, providing complete data for their de novo sequencing. Because posttranslational modifications such as carboxylation, glycosylation, and sulfation are less easily lost in ECD than in CAD, ECD assignments of their sequence positions are far more specific.