ABSTRACT
N-Linked glycans, extracted from patient sera and healthy control individuals, are analyzed by Matrix-assisted laser desorption ionization (MALDI) in combination with ion mobility spectrometry (IMS), mass spectrometry (MS) and pattern recognition methods. MALDI-IMS-MS data were collected in duplicate for 58 serum samples obtained from individuals diagnosed with Barrett's esophagus (BE, 14 patients), high-grade dysplasia (HGD, 7 patients), esophageal adenocarcinoma (EAC, 20 patients) and disease-free control (NC, 17 individuals). A combined mobility distribution of 9 N-linked glycans is established for 90 MALDI-IMS-MS spectra (training set) and analyzed using a genetic algorithm for feature selection and classification. Two models for phenotype delineation are subsequently developed and as a result, the four phenotypes (BE, HGD, EAC and NC) are unequivocally differentiated. Next, the two models are tested against 26 blind measurements. Interestingly, these models allowed for the correct phenotype prediction of as many as 20 blinds. Although applied to a limited number of blind samples, this methodology appears promising as a means of discovering molecules from serum that may have capabilities as markers of disease.
Subject(s)
Adenocarcinoma/diagnosis , Esophageal Neoplasms/diagnosis , Polysaccharides/blood , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Adenocarcinoma/classification , Algorithms , Barrett Esophagus/classification , Barrett Esophagus/diagnosis , Esophageal Neoplasms/classification , Humans , PhenotypeABSTRACT
The barrier energies for isomerization and fragmentation were measured for a series of retinal chromophore derivatives using a tandem ion mobility spectrometry approach. These measurements allow us to quantify the effect of charge delocalization on the rigidity of chromophores. We find that the role of the methyl group on the C13 position is pivotal regarding the ground state dynamics of the chromophore. Additionally, a correlation between quasi-equilibrium isomer distribution and fragmentation pathways is observed.
Subject(s)
Retina/chemistry , Rhodopsin/chemistry , Animals , Isomerism , Mass Spectrometry , Molecular Structure , Protein Stability , Retina/metabolism , Rhodopsin/metabolism , Schiff Bases/chemistry , Schiff Bases/metabolismABSTRACT
Diastereomeric adducts comprising an enantiomerically pure monosaccharide analyte, a peptide, and/or an amino acid and a divalent metal ion (for 16 different monosaccharide isomers) are generated by electrospray ionization and analyzed by combined ion mobility spectrometry-mass spectrometry (IMS-MS) techniques. Mobility distributions of [l-Ser + M + H](+) (where l-Ser is l-serine and M is a given monosaccharide), [l-Phe-Gly + M + H](+) (where l-Phe-Gly is l-phenylalanine-glycine), and [Mn(II) + (l-Phe-Gly - H) + M](+) complex ions are used to determine collision cross sections (ccs in Å(2)), and groups of cross sections for different clusters are proposed as means of identifying the sugar isomers. Within one type of complex, variations in ccs do not always allow delineation between the 16 glucose isomers, but interestingly, when ccs of three different ions are combined as a spatial vector, enantiomers are partially resolved. As a result of this analysis, l-glucose, d-glucose, l-allose, d-allose, d-gulose, d-galactose, and l-mannose are delineated, and for all eight enantiomeric pairs, d and l entities display different coordinates. In addition, different combinations of amino acids, peptide, and metal ions are surveyed, and the potential for yielding unique coordinates for the generated diastereomeric complexes is assessed.
Subject(s)
Glucose/analysis , Glucose/chemistry , Carbohydrate Conformation , Spectrum Analysis , StereoisomerismABSTRACT
Ion mobility spectrometry techniques (IMS and IMS-IMS) combined with collision-induced dissociation (CID) and mass spectrometry (MS) are used to investigate the structures of singly-lithiated carbohydrate isomers. With the exception of some favorable cases, IMS-MS analyses of underivatized carbohydrates reveal that most isobaric precursor ions have similar collision cross sections (ccs). In contrast, ccs values for isomeric fragment ions obtained by IMS-CID-IMS-MS analysis are often different, and thus appear to be useful as a means of distinguishing the isomeric precursors. We report values of ccs (in He) for precursor- and associated-fragment ions for three monosaccharide isomers (glucose, galactose and fructose), ten disaccharide isomers (sucrose, leucrose, palatinose, trehalose, cellobiose, ß-gentiobiose, isomaltose, maltose, lactose and melibiose), and three trisaccharide isomers (raffinose, melezitose and maltotriose). These values are discussed as a means of differentiating precursor carbohydrates.
Subject(s)
Mass Spectrometry , Oligosaccharides/chemistry , Glycosylation , Isomerism , Lithium/chemistryABSTRACT
Three disease phenotypes, Barrett's esophagus (BE), high-grade dysplasia (HGD), esophageal adenocarcinoma (EAC), and a set of normal control (NC) serum samples are examined using a combination of ion mobility spectrometry (IMS), mass spectrometry (MS), and principal component analysis (PCA) techniques. Samples from a total of 136 individuals were examined, including 7 characterized as BE, 12 as HGD, 56 as EAC, and 61 as NC. In typical data sets, it was possible to assign â¼20 to 30 glycan ions based on MS measurements. Ion mobility distributions for these ions show multiple features. In some cases, such as the [S1H5N4+3Na]3+ and [S1F1H5N4+3Na]3+ glycan ions, the ratio of intensities of high-mobility features to low-mobility features vary significantly for different groups. The degree to which such variations in mobility profiles can be used to distinguish phenotypes is evaluated for 11 N-linked glycan ions. An outlier analysis on each sample class followed by an unsupervised PCA using a genetic algorithm for pattern recognition reveals that EAC samples are separated from NC samples based on 46 features originating from the 11-glycan composite IMS distribution.
Subject(s)
Adenocarcinoma/metabolism , Esophageal Neoplasms/metabolism , Esophagus/pathology , Phenotype , Polysaccharides/blood , Spectrometry, Mass, Electrospray Ionization/methods , Adenocarcinoma/pathology , Aged , Aged, 80 and over , Algorithms , Barrett Esophagus/metabolism , Barrett Esophagus/pathology , Case-Control Studies , Computational Biology/methods , Early Detection of Cancer/methods , Esophageal Neoplasms/pathology , Female , Humans , Ions/metabolism , Male , Middle Aged , Pattern Recognition, Automated , Principal Component AnalysisABSTRACT
Aberrant glycosylation of human glycoproteins is related to various physiological states, including the onset of diseases such as cancer. Consequently, the search for glycans that could be markers of diseases or targets of therapeutic drugs has been intensive. Here, we describe a high-throughput ion mobility spectrometry/mass spectrometry analysis of N-linked glycans from human serum. Distributions of glycans are assigned according to their m/z values, while ion mobility distributions provide information about glycan conformational and isomeric composition. Statistical analysis of data from 22 apparently healthy control patients and 39 individuals with known diseases (20 with cirrhosis of the liver and 19 with liver cancer) shows that ion mobility distributions for individual m/z ions appear to be sufficient to distinguish patients with liver cancer or cirrhosis. Measurements of glycan conformational and isomeric distributions by IMS-MS may provide insight that is valuable for detecting and characterizing disease states.
Subject(s)
Liver Cirrhosis/blood , Liver Neoplasms/blood , Mass Spectrometry/methods , Polysaccharides/blood , HumansABSTRACT
An ion mobility-mass spectrometry technique that incorporates a differentially pumped orifice-skimmer cone (OSC) region at the exit of the drift tube has been developed. The OSC region is similar in design to those used in electrospray ionization sources and offers improvements in ion transmission (by factors of approximately 5-10 compared with previous designs) and the ability to induce fragmentation of mobility-separated ions. The separation of ions prior to dissociation at the skimmer cone allows the origin of fragment ions to be examined. Here, we describe the experimental design and demonstrate the approach by examining fragment ions that are common to multiple charge states and different gas-phase ion conformations of electrosprayed angiotensin II and [Sar1, Val5, Ala8] angiotensin II peptides.
Subject(s)
Angiotensin II/analysis , Ions/analysis , Mass Spectrometry/instrumentation , Equipment DesignABSTRACT
Ion mobility spectrometry (IMS) has recently been established as a powerful tool to separate the protease digest mixtures and identify their peptide components. As accurate calculation of mobilities is critical for this technique, a new rapid method based on intrinsic size parameters (ISPs) of amino acid residues has been devised. However, those parameters had to be obtained by tedious statistical analysis of a large body of experimental data. Here we demonstrate that they can instead be derived a priori, based on the stoichiometry of a residue. Our main finding is that the ISP of a residue is essentially determined by its density, that is, the average mass/size ratio of its constituent atoms. This is in accordance with an interpretation in which peptides assume compact conformations in the gas phase dominated by the solvation of ionic charge.
Subject(s)
Amino Acids/analysis , Peptides/chemistry , Sequence Analysis/methods , Algorithms , Amino Acid Sequence , Animals , Mass Spectrometry , Models, Theoretical , Myoglobin/chemistry , Phosphopyruvate Hydratase/chemistry , Protein Conformation , Sequence Analysis/instrumentation , Spectrometry, Mass, Electrospray Ionization , Whales , YeastsABSTRACT
Ion mobility measurements and molecular modeling calculations have been used to examine the conformations of large multiply charged polyalanine peptides. Two series of [Ala(n)+3H](3+) conformations which do not interconvert during the 10 to 30 ms experimental timescales are observed: a family of elongated structures for n = 18 to 39 and a series of more compact conformations for n = 24 to 41. The more compact state becomes the dominant conformer type for n > 32. Molecular modeling studies and comparisons of calculated collision cross sections with experiment indicate that the elongated ions have extended helical conformations. We suggest that the more compact state corresponds to a new conformer type: a folded hinged helix-coil state in which helical and coil regions have similar physical dimensions. The competition between extended and compact states is rationalized by considering differences in charge stabilization and entropy.
Subject(s)
Peptides/chemistry , Models, Molecular , Protein Conformation , Protein Folding , Protein Structure, SecondaryABSTRACT
High-resolution ion mobility and time-of-flight mass spectrometry techniques have been used to analyze complex mixtures of peptides generated from tryptic digestion of fourteen common proteins (albumin, bovine, dog, horse, pig, and sheep; aldolase, rabbit; beta-casein, bovine; cytochrome c, horse; beta-lactoglobulin, bovine; myoglobin, horse; hemoglobin, human, pig, rabbit, and sheep). In this approach, ions are separated based on differences in mobilities in helium in a drift tube and on differences in their mass-to-charge ratios in a mass spectrometer. From data recorded for fourteen individual proteins (over a m/z range of 405 to 1,000), we observe 428 peaks, of which 205 are assigned to fragments that are expected from tryptic digestion. In a separate analysis, the fourteen mixtures have been combined and analyzed as one system. In the single dataset, we resolve 260 features and are able to assign 168 peaks to unique peptide sequences. Many other unresolved features are observed. Methods for assigning peptides based on the use of m/z information and existing mobilities or mobilities that are predicted by use of intrinsic size parameters are described.
Subject(s)
Peptide Fragments/chemistry , Peptide Fragments/isolation & purification , Trypsin , Amino Acid Sequence , Animals , Caseins/chemistry , Cattle , Dogs , Fructose-Bisphosphate Aldolase/chemistry , Hemoglobins/chemistry , Horses , Humans , Mass Spectrometry/methods , Molecular Sequence Data , Myoglobin/chemistry , Rabbits , Serum Albumin/chemistry , Sheep , Spectrometry, Mass, Electrospray Ionization/methods , SwineABSTRACT
An ion trap/ion mobility/quadrupole/time-of-flight mass spectrometer has been developed for the analysis of peptide mixtures. In this approach, a mixture of peptides is electrosprayed into the gas phase. The mixture of ions that is created is accumulated in an ion trap and periodically injected into a drift tube where ions separate according to differences in gas-phase ion mobilities. Upon exiting the drift tube, ions enter a quadrupole mass filter where a specific mass-to-charge (m/z) ratio can be selected prior to collisional activation in an octopole collision cell. Parent and fragment ions that exit the collision cell are analyzed using a reflectron geometry time-of-flight mass spectrometer. The overall configuration allows different species to be selected according to their mobilities and m/z ratios prior to collision-induced dissociation and final MS analysis. A key parameter in these studies is the pressure of the target gas in the collision cell. Above a critical pressure, the well-defined mobility separation degrades. The approach is demonstrated by examining a mixture of tryptic digest peptides of ubiquitin.
Subject(s)
Peptides/chemistry , Amino Acid Sequence , Mass Spectrometry , Molecular Sequence Data , Spectrometry, Mass, Matrix-Assisted Laser Desorption-IonizationABSTRACT
Combinatorial peptide synthesis in combination with affinity selection and high-resolution ion mobility/time-of-flight mass spectrometry (IM/TOFMS) analysis has been used to investigate the binding of a series of 96 related eight-residue peptides (with the general sequence NH2-GX1X2FX3X4X5G-CO2H, where X1 = L, F, V, Y; X2 = N, F; X3 = E, V, T; X4 = V, L; X5 = V, L) to the ribonuclease S protein. A key advantage of this strategy is that the IM/ TOFMS approach allows the relative abundances of individual library components (including numerous sequence and structural isomers) to be characterized before and after screening. The relative binding interactions of different sequences are assessed by comparing IM/TOFMS data for those components that pass through the column (as well as those that bind) to data for the library prior to screening. The high-affinity sequences that are found in this study are compared with those selected from much larger combinatorial libraries. The results suggest that many expected sequences in the large libraries may be missing (e.g., due to issues such as failure of specific steps during the synthesis or differences in solubility). Comparison of the binding sequences obtained in these studies and those reported previously indicates that screening results from large libraries should be interpreted with caution.
Subject(s)
Mass Spectrometry/methods , Peptide Library , Ribonucleases/chemistry , Amino Acid Sequence , Combinatorial Chemistry Techniques , Peptides/chemistry , Peptides/metabolism , Protein BindingABSTRACT
A new technique for studying the time dependence of conformational changes of gas-phase protein ions is described. In this approach, a short pulse of electrosprayed protein ions is introduced into an ion trap and stored. After a defined time period, the distribution of ions is ejected from the trap into an ion mobility/time-of-flight mass spectrometer. Combined measurements of mobilities and flight times in the mass spectrometer provide information about the abundances of different conformer types and charge-state distributions. By varying the storage time in the trap, it is possible to monitor changes in ion conformation that occur over extended time periods (approximately 10-200 ms). The method is demonstrated by examining changes in cytochrome c ion conformations for the +7 to +10 charge states.
Subject(s)
Cytochrome c Group/chemistry , Animals , Horses , Myocardium/chemistry , Protein Conformation , Protein Folding , Spectrometry, Mass, Electrospray Ionization , TemperatureABSTRACT
An ion mobility/mass spectrometry technique has been developed to record collision-induced dissociation patterns for multiple ions in a parallel fashion. In this approach, a mixture of ions is separated in a drift tube on the basis of differences in mobilities through a buffer gas. As the ions exit the drift tube, they are accelerated into a collision cell and the ensuing fragment ions are dispersed by differences in mass-to-charge (m/z) ratios in a time-of-flight mass spectrometer. Fragment ions that are formed in the collision cell have drift times that are coincident with their antecedent parent ions, allowing the origin of all fragments formed from the mixture of ions to be determined. The approach is demonstrated by examining fragmentation patterns of the [M + H]+ parent and a series of a-, b-, and y-type fragments of [D-Ala2,3]methionine enkephalin.
Subject(s)
Mass Spectrometry/methods , Enkephalins/analysisABSTRACT
A combinatorial tripeptide library having the general form D-Glu-Xxx-Xxx-CONH2 has been synthesized using a standard mix and split synthetic protocol that is expected to produce 676 components. All components of the mixture were analyzed using a new high-resolution ion mobility/time-of-flight mass spectrometer coupled with an electrospray ionization source. In this approach ions are separated by differences in their gas-phase mobilities prior to being introduced into the mass spectrometer for mass-to-charge analysis. The peptide library includes a wide range of different sequence, structural, and stereo isomers; trends in the number of expected and resolved isomers that are observed at each m/z ratio allow specific synthetic steps that have failed to be identified, even in the presence of other isomers. Information about the relative abundances of different isomers should dramatically improve the reliability of binding affinity studies from direct analysis of mixtures.
Subject(s)
Peptide Library , Peptides/chemical synthesis , Chromatography, Gas , Isomerism , Mass SpectrometryABSTRACT
An ion trap/ion mobility/time-of-flight mass spectrometry technique has been used to measure collision cross sections for 660 peptide ions generated by tryptic digestion of 34 common proteins. Measured cross sections have been compiled into a database that contains peptide molecular weight and sequence information. The database is used to generate average intrinsic contributions to cross section (size parameters) for different amino acid residues by solving systems of equations that relate the unknown contributions of individual residues to the sequences and cross sections of database peptides. Size parameters are combined with information about amino acid composition to calculate cross sections for database peptides. Bona fide cross section predictions (made prior to measurement) for peptides observed in tryptic digests of sperm whale myoglobin and yeast enolase are made. Eight of 10 predicted cross sections are within 2% of the experimental values and all 10 are within 3.2%. The utility of size parameters for cross section prediction is explored and discussed.
Subject(s)
Peptides/chemistry , Algorithms , Amino Acid Sequence , Animals , Databases, Factual , Humans , Models, Chemical , Molecular Sequence Data , Molecular WeightABSTRACT
High-resolution ion mobility spectrometry has been combined with time-of-flight mass spectrometry for analysis of a combinatorial peptide library that is expected to contain 676 components. In this approach, the components of a mixture of three residue peptides, having the general form (D)Phe-Xxx-Xxx-CONH2 (where Xxx is randomized over 26 residues including 10 naturally occurring amino acids and 16 synthetic forms) were ionized by electrospray ionization. Ion mobility/time-of-flight distributions have been recorded for all ions using a nested drift(flight) time technique. The improvement in resolving power [(t/delta t) = 100-150 for singly charged ions] was illustrated by analysis of a mixture of tryptic digest peptides using high- and low-resolution instruments. The approach allows many components of the library (e.g., structural, sequence, and stereo isomers) that cannot be distinguished by mass spectrometry alone to be resolved. Impurities due to side reactions appear to be minimal, comprising < 10% of the total ion signal. Direct evidence for approximately 60-70% of the expected peptides is found. Variation in ion abundance for different components indicates that there are differences in solution concentrations or ionization efficiencies for the components.
Subject(s)
Mass Spectrometry/methods , Peptide Library , Peptides/isolation & purification , Amino Acid Sequence , Mass Spectrometry/instrumentationABSTRACT
An ion trap/ion mobility/time-of-flight mass spectrometry technique is shown to be a rapid and sensitive means of analyzing peptide/protein mixtures. In this approach, an ion trap is used to accumulate ions that have been electrosprayed from a mixture into concentrated packets. The ion packets are injected into a drift tube where components of the mixture are separated based on differences in mobility through a buffer gas. Ions that exit the drift tube are dispersed in a time-of-flight mass spectrometer for mass-to-charge (m/z) determination. The gas-phase separation strategy reduces congestion in the mass spectrum, and experimental mobilities complement m/z measurements in assigning peaks. Examples of the application of the approach to identification of peptides (from tryptic digests) and to separation of charge-state distributions from electrospray of a mixture containing ubiquitin and myoglobin are presented. Most peptides that are observed from tryptic digests of proteins such as cytochrome c and myoglobin can be identified from data that are acquired in under 1 min; studies of mixtures with known compositions indicate that detection limits are approximately 0.5-3 pmol for individual components. Factors that may influence the distributions that are observed, such as storage time in the trap, injection voltages used for the mobility experiment, and variations in ion cross section with charge state, are discussed.