PEAKS: powerful software for peptide de novo sequencing by tandem mass spectrometry

A number of different approaches have been described to identify proteins from tandem mass spectrometry (MS/MS) data. The most common approaches rely on the available databases to match experimental MS/MS data. These methods suffer from several drawbacks and cannot be used for the identification of proteins from unknown genomes. In this communication, we describe a new de novo sequencing software package, PEAKS, to extract amino acid sequence information without the use of databases. PEAKS uses a new model and a new algorithm to efficiently compute the best peptide sequences whose fragment ions can best interpret the peaks in the MS/MS spectrum. The output of the software gives amino acid sequences with confidence scores for the entire sequences, as well as an additional novel positional scoring scheme for portions of the sequences. The performance of PEAKS is compared with Lutefisk, a well-known de novo sequencing software, using quadrupole-time-of-flight (Q-TOF) data obtained for several tryptic peptides from standard proteins.     

De novo sequencing of peptides on single resin beads by MALDI-FTICR tandem mass spectrometry

An efficient approach in combinatorial chemistry is the synthesis of one-bead-one-compound peptide libraries. In contrast to synthesis and functional screening, which is performed in a largely automated manner, structure determination has been frequently laborious and time-consuming. Here we report an approach for de novo sequencing of peptides on single beads by matrix-assisted laser desorption/ionization Fourier transform ion cyclotron resonance (MALDI-FTICR) tandem mass spectrometry, using a resin with a photolinker for solid-phase peptide synthesis. Upon sorting out single beads, an efficient sample preparation on the MALDI target was developed that enables fragmentation upon irradiation of the bead-matrix mixture with the ultraviolet (UV)-MALDI laser, with enhanced yield of sequence-specific fragment ions at increased laser energy. This approach is illustrated by sequence determinations of two peptides from a library with sequences varying in a single amino acid; the feasibility with tandem-MS procedures and fragment ion assignment was ascertained by sustained off-resonance irradiation/collision induced dissociation (SORI/CID) and infrared multiphoton dissociation (IRMPD) fragmentation.     

De novo sequencing,peptide composition analysis,and composition-based sequencing: A new strategy employing accurate mass determination by fourier transform ion cyclotron resonance mass spectrometry

A new strategy is described for the determination of amino acid sequences of unknown peptides. Different from the well-known but often inefficient de novo sequencing approach, the new method is based on a two-step process. In the first step the amino acid composition of an unknown peptide is determined on the basis of accurate mass values of the peptide precursor ion and a small number of accurate fragment ion mass values, and, as in de novo sequencing, without employing protein database information or other pre-information. In the second step the sequence of the found amino acids of the peptide is determined by scoring the agreement between expected and observed fragment ion signals of the permuted sequences. It was found that the new approach is highly efficient if accurate mass values are available and that it easily outstrips common approaches of de novo sequencing being based on lower accuracies and detailed knowledge of fragmentation behavior. Simple permutation and calculation of all possible amino acid sequences, however, is only efficient if the composition is known or if possible compositions are at least reduced to a small list. The latter requires the highest possible instrumental mass accuracy, which is currently provided only by fourier transform ion cyclotron resonance mass spectrometry. The connection between mass accuracy and peptide composition variability is described and an example of peptide compositioning and composition-based sequencing is presented.     

De novo peptide sequencing using exhaustive enumeration of peptide composition

We introduce the use of a peptide composition lookup table indexed by residual mass and number of amino acids for de novo sequencing of polypeptides. Polypeptides of 1600 Daltons (Da) or more can be sequenced effectively through exhaustive compositional analysis of MS/MS spectra obtained by unimolecular decomposition (without CID) in a MALDI TOF/TOF despite a fragment mass accuracy of 50 mDa. Peaks are referenced against the lookup table to obtain a complete profile of amino acid combinations, and combinations are assembled into series of increasing length. Concatenating the differences between successive entries in compositional series yields peptide sequences that can be scored and ranked according to signal intensity. While the current work involves measurements acquired on MALDI TOF-TOF, such general treatment of the data anticipates extension to other types of mass analyzers.     

De novo sequencing of proteolytic peptides by a combination of C-terminal derivatization and nano-electrospray/ collision-induced dissociation mass spectrometry

A series of synthetic peptides (3-15 residues), C-terminally derivatized with 4-aminonaphthalenesulfonic acid (ansa), have been analyzed on a hybrid magnetic sector-orthogonal acceleration time-of-flight tandem mass spectrometer, fitted with a nano-electrospray (nano-ES) interface. Deprotonated molecules generated by negative-ion ES were subjected to collision-induced dissociation (CID) using either methane or xenon as the collision gas, at a collision energy of 400 eV (laboratory frame of reference). As a consequence of charge localization on the sulfonate group, only C-terminal fragment ions were formed, presumably by charge-remote fragmentation mechanisms. Interpretable CID spectra were obtained from fmol amounts of the small peptides (up to 6 residues), whereas low pmol amounts were required for the larger peptides. CID spectra were also recorded of derivatized, previously noncharacterised peptides obtained by proteolysis of cytosolic hamster liver aldehyde dehydrogenase. Interpretation of these CID spectra was based on rules established for the fragmentation of the synthetic peptides. This study shows that derivatization with ansa may be useful in the de novo sequencing of peptides.     

Sequit: software for de novo peptide sequencing by matrix-assisted laser desorption/ionization post-source decay mass spectrometry

Peptide sequencing by mass spectrometry is gaining increasing importance for peptide chemistry and proteomics. However, available tools for interpreting matrix-assisted laser desorption/ionization post-source decay (MALDI-PSD) mass spectra depend on databases, and identify peptides by matching experimental data with spectra calculated from database sequences. This severely obstructs the identification of proteins and peptides not listed in databases or of variations, e.g. mutated proteins. The development of a new computer program for database-independent peptide sequencing by MALDI-PSD mass spectrometry is reported here. This computer program was validated by the determination of the correct sequences for various peptides including sequences listed in the sequence databases, but also for peptides that deviate from database sequences or are completely artificial. This strategy should substantially facilitate the identification of novel or variant peptides and proteins, and increase the power of MALDI-PSD analyses in proteomics.     

On-target deuteration for peptide sequencing by laser mass spectrometry

Hydrogen–deuterium exchange was evaluated as a tool for sequence analysis of peptides by matrix-assisted laser desorption–ionization utilizing post-source decay (PSD-MALDI). The number of exchangeable hydrogens (EH) of precursor ions and product ions can be determined from the mass difference between ion signals originating from the deuterated and the non-deuterated form of a peptide, resulting in a second dimension of structural information. The reliability of sequence determination by combinatorial algorithms or pattern recognition techniques is considerably increased by employng this ‘EH spectroscopy.’ On-target deuteration is a simple preparatory step which can be performed reversibly with the already mass-analysed sample within a few minutes and without consumption of additional sample material. The efficiency of hydrogen–deuterium exchange with this technique is about 98.5%. In addition to supporting sequence analysis, deuteration can be used to investigate fundamental fragmentation mechanisms of peptides in PSD-MALDI. Inconsistencies with expected fragmentation pathways have been found for fragments a₁–a₃ of substance P.     

An effective method for de novo peptide sequencing based on phosphorylation strategy and mass spectrometry

An effective method for peptide sequencing based on phosphorylation strategy and UPLC-MS/MS is proposed in this report. A phosphorylation reaction was carried out by mixing model peptide solution with phosphorylation solution. UPLC-MS/MS was used to analyze and characterize the phosphorylated peptides in the optimized ramp collision energy mode. The results illustrated that this phosphorylation approach significantly strengthened the signal intensity of both a₁ and b series ions of the spectra of the modified peptides. It also can be used to effectively distinguish glutamine (Q) and lysine (K) residues in peptides. The feasibility of this approach was validated by analyzing the trypsin-digested BSA. Data suggested that this proposed method could be a useful tool for the de novo peptide sequencing in proteome research.     

Accurate mass as a bioinformatic parameter in data-to-knowledge conversion: Fourier transform ion cyclotron resonance mass spectrometry for peptide de novo sequencing

With the availability of ultra-precise mass spectrometric biomolecular data, the accurate mass is becoming a physical quantity of high interest for bioinformatics tools and strategies. Fourier transform ion cyclotron resonance mass spectrometry with electrospray ionization or matrix-assisted laser desorption/ionization sources now allows the easy determination of amino acid composition of medium size, unknown peptides when employing combinatorial calculation of hypothetical parent and fragment ion masses. This new method, which in a second step, allows the reliable de-novo sequencing of completely unknown peptides ["composition-based sequencing (CBS)"(1)] appears to open a wide new field of bioanalytical investigation. It has been shown that even unspecifically cleaved proteins can be identified easily and reliably when accurate mass evaluation is combined with protein database search tools.(2) It is quite clear that, while the nominal mass of a peptide has obviously no useful correlation to biomolecular structure, the accurate mass, instead, has a strong and direct correlation to structure that so far has not been exploited considerably by bioinformatic tools. It has already become obvious that accurate mass evaluation is going to become a central goal for bioinformatics strategies in the near future.(3-11) Strategies for extracting structural, and even functional, information out of accurate mass values of biomolecules still have to be developed. Examples and prospects of accurate mass evaluation in bioinformatics for the field of proteomics are outlined in the following.     

De novo peptide sequencing by tandem MS using complementary CID and electron transfer dissociation

De novo sequencing of peptides using tandem MS is difficult due to missing fragment ions in the spectra commonly obtained after CID of peptide precursor ions. Complementing CID spectra with spectra obtained in an ion‐trap mass spectrometer upon electron transfer dissociation (ETD) significantly increases the sequence coverage with diagnostic ions. In the de novo sequencing algorithm CompNovo presented here, a divide‐and‐conquer approach was combined with an efficient mass decomposition algorithm to exploit the complementary information contained in CID and ETD spectra. After optimizing the parameters for the algorithm on a well‐defined training data set obtained for peptides from nine known proteins, the CompNovo algorithm was applied to the de novo sequencing of peptides derived from a whole protein extract of Sorangium cellulosum bacteria. To 2406 pairs of CID and ETD spectra contained in this data set, 675 fully correct sequences were assigned, which represent a success rate of 28.1%. It is shown that the CompNovo algorithm yields significantly improved sequencing accuracy as compared with published approaches using only CID spectra or combined CID and ETD spectra.     

Automated de novo sequencing of nucleic acids by liquid chromatography-tandem mass spectrometry

We present the first global computer-aided sequencing algorithm for the de novo determination of short nucleic acid sequences. The method compares the fragment ion spectra generated by collision-induced dissociation of multiply charged oligodeoxynucleotide-ions to the m/z values predicted employing established fragmentation pathways from a known reference sequence. The closeness of matching between the measured spectrum and the predicted set of fragment ions is characterized by the fitness, which takes into account the difference between measured and predicted m/z values, the intensity of the fragment ions, the number of fragments assigned, and the number of nucleotide positions not covered by fragment ions in the experimental spectrum. Smaller values for the fitness indicate a closer match between the measured spectrum and predicted m/z values. In order to find the sequence most closely matching the experimental spectrum, starting from a given nucleotide composition all possible oligonucleotide sequences are assembled followed by identification of the correct sequence by the lowest fitness value. Using this concept, sequences of 5- to 12-mer oligodeoxynucleotides were successfully de novo determined. High sequence coverage with fragment ions was essential for obtaining unequivocal sequencing results. Moreover, the collision energy was shown to have an impact on the interpretability of tandem mass spectra by the de novo sequencing algorithm. Experiments revealed that the optimal collision energy should be set to a value just sufficient for complete fragmentation of the precursor ion.     

De novo sequencing of a 21-kDa cytochrome c4 from Thiocapsa roseopersicina by nanoelectrospray ionization ion-trap and Fourier-transform ion-cyclotron resonance mass spectrometry

We have determined the primary structure of cytochrome c(4) from Thiocapsa roseopersicina by de novo protein sequencing using the 'bottom up' approach. Three different enzymes (trypsin, endoproteinase Lys-C, and endoproteinase Glu-C) were employed to prepare four different sets of proteolytic digests. The digestion strategy was designed to permit a gradual buildup of smaller peptides into larger ones that were overlapped to yield the complete protein sequence. In this way we countered the main problem: peptides larger than about 1500 Da were difficult to sequence fully by tandem mass spectrometry. Direct infusion and online liquid chromatography were used on a linear ion trap Fourier-transform ion-cyclotron resonance hybrid instrument. The high resolving power, high mass accuracy and the availability of electron capture dissociation and collision-induced dissociation were essential to achieve full sequence coverage. The software DeNovoX complemented by manual interpretation was used to generate sequence information from tandem mass spectra. The predominantly automated nature of data acquisition and handling allowed for a relatively straightforward and fast procedure, which could compete with the mainstream alternative of nucleotide sequence determination.     

High-sensitivity analysis and sequencing of peptides and proteins by quadrupole ion trap mass spectrometry

This paper describes experience with the commercially available LCQ quadrupole ion trap mass spectrometer applied to the off-line analysis of peptides and proteins. The standard front end of the electrospray probe was replaced with a micromanipulator which, with the aid of a magnifying device, allowed the use of a variety of miniaturized spraying interfaces. The low sample consumption and extended analysis times of these devices were ideally suitable to obtain improved results in terms of sensitivity and mass accuracy. This needed a careful optimization of the number of ions stored inside the trap (ion target parameter) and required spectrum averaging of many scans. A method is presented for the mathematical fitting of ZoomScan spectra to theoretical isotopic distributions, which allowed the mass determination of large peptides with more accuracy than that achieved by conventional deconvolution algorithms. A very simple on-line desalting configuration is also described which needed no external micro-high-performance liquid chromatographic pumps, and can be easily mounted using the built-in syringe delivery system of the LCQ. This set-up allowed extended analysis times of 'in-gel' protein digests in subpicomole amounts. Finally, the multiple fragmentation capabilities of the ion trap were found to be extremely useful for the analysis of peptide modifications such as phosphorylation and for sequencing individual peptides from highly complex MHC-bound peptide pools.     

Ion trap mass spectrometry: a personal perspective

This paper is a personal perspective of the commercial development of the three-dimensional quadrupole ion trap mass spectrometer. Early ion trap invention and development which dates back to 1953, is described. The development of the ion trap is traced through three ages with the last age being where commercial development takes place. Key technical breakthroughs in ion trap technology and commercialization are presented and described up to the present time.     

Novel phosphoryl derivatization method for peptide sequencing by electrospray ionization mass spectrometry

A one-step phosphoryl derivatization method has been used in a peptide sequencing procedure for electrospray ionization tandem mass spectrometry (ESI-MS/MS). The sodiated derivatized peptides exhibit very simple dissociation patterns, in which two kinds of fragment ions, [b(n) + OH + Na]+ and [a(n) + Na]+, are formed. Since the amino acid residues are lost sequentially from the C-terminus, peptide sequences can be identified easily. The fragmentation efficiency of peptides increased as a result of the phosphorylation, and also provided peaks of useful intensity at lower m/z. A peptide with lysine at the C-terminus was derivatized and analyzed by ESI-MS/MS. Similar mass spectra, from which the sequence could be read out, were obtained. This is a novel derivatization method yielding neutral derivatives that should be suitable for peptide sequencing by LC/ESI-MS/MS.     

Fragmentation study of hexanitrostilbene by ion trap multiple mass spectrometry and analysis by liquid chromatography/mass spectrometry

The fragmentation pathways of three explosive compounds with similar structures, hexanitrostilbene (HNS), cyclotrimethylene trinitramine (RDX), and 2,4,6-trinitrotoluene (TNT), have been investigated by multiple mass spectrometry (MSn, n = 1, 2, 3) with electrospray ionization (ESI) and atmospheric pressure chemical ionization (APCI) sources. The electron capture mechanism for these compounds in negative ion APCI and ESI mode differs from the usual negative ion mechanism, deprotonation or addition of other species. This was shown for HNS and TNT, which both gave a [M]- anion but not a [M-H]- ion in APCI, and the [M]- anion of HNS was observed in ESI. The quantitative analysis of HNS was performed by liquid chromatography (LC)/ESI-MS, and the results obtained by the internal standard (ISTD) method were compared with those from the external standard (ESTD) method, demonstrating that both quantitation approaches are useful, with good sensitivity, reproducibility and linearity, and ESTD is preferable in routine applications.     

Oligonucleotide sequencing using guanine-specific methylation and electrospray ionization ion trap mass spectrometry

This paper describes a novel method to map guanine bases in short oligonucleotides using a simple chemical modification reaction and subsequent analysis by electrospray ionization ion trap mass spectrometry (ITMS). In situ guanine-specific methylation followed by gas-phase fragmentation permits the determination of the positions of all guanine residues. Collision-induced dissociation (CID) of the monomethylated oligonucleotide strand promotes rapid depurination and further collision (MS3) of the apurinic oligonucleotide leads to preferential cleavage of the backbone at the site of depurination. The mass of the resulting complementary product ions verifies the position of each guanine base in the sequence. The utility of this methodology is demonstrated for oligonucleotide sequences up to 10 bases in length. In addition, this technique successfully illustrates the use of selective fragmentation for sequencing oligonucleotides by ITMS.