Quantitative matrix-assisted laser desorption/ionization mass spectrometry for the determination of enzyme activities

Quantitative matrix-assisted laser desorption/ionization (MALDI) time-of-flight (ToF) mass spectrometry (MS) was applied for the determination of concentrations of low-molecular-weight (< 400Da) substrates and products of enzyme-catalyzed reactions. Isotope-labeled and fluorinated internal standards were used for the quantification. Automated quantitative MALDI-ToF MS analysis of quenched samples allowed the direct and simultaneous observation of time-dependent decrease of substrate concentration and increase of product concentration without any need for prepurification or desalting steps. The results showed good agreement with established but more elaborate analytical methods. MALDI-ToF MS thus is an interesting alternative tool for the determination of enzyme activities. Due to automated and miniaturized measurement it is especially suitable for the screening of biocatalysts.     

A mass spectrometry-based high-throughput screening method for engineering fatty acid synthases with improved production of medium-chain fatty acids

Microbial cell factories have been extensively engineered to produce free fatty acids (FFAs) as key components of crucial nutrients, soaps, industrial chemicals, and fuels. However, our ability to control the composition of microbially synthesized FFAs is still limited, particularly, for producing medium-chain fatty acids (MCFAs). This is mainly due to the lack of high-throughput approaches for FFA analysis to engineer enzymes with desirable product specificity. Here we report a mass spectrometry (MS)-based method for rapid profiling of MCFAs in Saccharomyces cerevisiae by using membrane lipids as a proxy. In particular, matrix-assisted laser desorption/ionization time-of-flight (MALDI-ToF) MS was used to detect shorter acyl chain phosphatidylcholines from membrane lipids and a higher m/z peak ratio at 730 and 758 was used as an indication for improved MCFA production. This colony-based method can be performed at a rate of ~2 s per sample, representing a substantial improvement over gas chromatography-MS (typically >30 min per sample) as the gold standard method for FFA detection. To demonstrate the power of this method, we performed site-saturation mutagenesis of the yeast fatty acid synthase and identified nine missense mutations that resulted in improved MCFA production relative to the wild-type strain. Colony-based MALDI-ToF MS screening provides an effective approach for engineering microbial fatty acid compositions in a high-throughput manner.     

Outcome prediction in pneumonia induced ALI/ARDS by clinical features and peptide patterns of BALF determined by mass spectrometry

Background

Peptide patterns of bronchoalveolar lavage fluid (BALF) were assumed to reflect the complex pathology of acute lung injury (ALI)/acute respiratory distress syndrome (ARDS) better than clinical and inflammatory parameters and may be superior for outcome prediction.

Methodology/Principal Findings

A training group of patients suffering from ALI/ARDS was compiled from equal numbers of survivors and nonsurvivors. Clinical history, ventilation parameters, Murray''s lung injury severity score (Murray''s LISS) and interleukins in BALF were gathered. In addition, samples of bronchoalveolar lavage fluid were analyzed by means of hydrophobic chromatography and MALDI-ToF mass spectrometry (MALDI-ToF MS).Receiver operating characteristic (ROC) analysis for each clinical and cytokine parameter revealed interleukin-6>interleukin-8>diabetes mellitus>Murray''s LISS as the best outcome predictors. Outcome predicted on the basis of BALF levels of interleukin-6 resulted in 79.4% accuracy, 82.7% sensitivity and 76.1% specificity (area under the ROC curve, AUC, 0.853). Both clinical parameters and cytokines as well as peptide patterns determined by MALDI-ToF MS were analyzed by classification and regression tree (CART) analysis and support vector machine (SVM) algorithms. CART analysis including Murray''s LISS, interleukin-6 and interleukin-8 in combination was correct in 78.0%. MALDI-ToF MS of BALF peptides did not reveal a single identifiable biomarker for ARDS. However, classification of patients was successfully achieved based on the entire peptide pattern analyzed using SVM. This method resulted in 90% accuracy, 93.3% sensitivity and 86.7% specificity following a 10-fold cross validation (AUC = 0.953). Subsequent validation of the optimized SVM algorithm with a test group of patients with unknown prognosis yielded 87.5% accuracy, 83.3% sensitivity and 90.0% specificity.

Conclusions/Significance

MALDI-ToF MS peptide patterns of BALF, evaluated by appropriate mathematical methods can be of value in predicting outcome in pneumonia induced ALI/ARDS.     

Combination of a SAW-biosensor with MALDI mass spectrometric analysis

A S-sens K5 surface acoustic wave biosensor was coupled with mass spectrometry (SAW-MS) for the analysis of a protein complex consisting of human blood clotting cascade factor alpha-thrombin and human antithrombin III, a specific blood plasma inhibitor of thrombin. Specific binding of antithrombin III to thrombin was recorded as a function of time with a S-sens K5 biosensor. Two out of five elements of the sensor chip were used as references. To the remaining three elements coated with RNA anti-thrombin aptamers, thrombin and antithrombin III were bound consecutively. The biosensor measures mass changes on the chip surface showing that 20% of about 400fmol/cm2 thrombin formed a complex with the 1.7-times larger antithrombin III. Mass spectrometry (MS) was applied to identify the bound proteins. Sensor chips with aptamer-captured (1) thrombin and (2) thrombin-antithrombin III complex (TAT-complex) were digested with proteases on the sensor element and subsequently identified by peptide mass fingerprint (PMF) with matrix assisted laser desorption/ionization time-of-flight (MALDI-ToF) mass spectrometry. A significant identification of thrombin was achieved by measuring the entire digest with MALDI-ToF MS directly from the sensor chip surface. For the significant identification of both proteins in the TAT-complex, the proteolytic peptides had to be separated by nano-capillary-HPLC prior to MALDI-ToF MS. SAW-MS is applicable to protein interaction analysis as in functional proteomics and to miniaturized diagnostics.     

Phyloproteomics: species identification of Enterobacteriaceae using matrix-assisted laser desorption/ionization time-of-flight mass spectrometry

To evaluate matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-ToF MS) as a tool for rapid identification of common clinical bacterial isolates, we analyzed 25 carefully selected isolates of pathogenic Escherichia coli (E. coli) and additional Enterobacteriaceae members. Organisms were prepared according to clinical microbiological protocols and analyzed with minimal additional processing. Spectra were reproducible from preparation to preparation and comprised 40-100 peaks primarily representing intracellular proteins with masses up to 25 kDa. Spectra of 14 genetically diverse bacteremic isolates of E. coli were compared with isolates representing other genera within the Enterobacteriaceae family. Using a new spectrum comparison algorithm, E. coli isolates were closely related to each other and were readily distinguishable from other Enterobacteriaceae, including Salmonella and Shigella. Presently, the methodology permits the analysis of 40 unknown isolates per hour per instrument. These results suggest that MALDI-ToF MS offers a rapid and reliable approach for performing phyloproteomics i.e., identification of unknown bacterial isolates based on similarities within protein biomarker databases.     

Mass-Spectrometry Based Characterisation of Infant Whole Saliva Peptidome

The objective of the study was to determine optimal conditions for sampling, sample processing and mass-spectrometry based analysis of infants’ salivary peptidome. Saliva was sampled in 3- and 6-month-old infants and peptide extracts were prepared. Various sample pretreatments before profiling by MALDI-ToF were evaluated and peptide identification was undertaken by MALDI-ToF/ToF or nanoLC-ESI-IT tandem MS. A fast and simple protocol (cut-off filtration at 5 kDa) was satisfactory to produce extracts where no proteolysis was detected even when no protease inhibitor was added. Optimal MALDI spectra were generated after purification on C18 tips. Variability of spectra between two samples exceeded that of the technical replicates, validating that the method is suitable to conduct differential studies. Salivary peptides, identified by means of the two complementary mass spectrometry techniques, were fragments of proline-rich proteins and histatins. The fragments originated mainly from the C-terminal protein extremities. Indications on the proteolytic systems involved and the anatomic location where they intervene are proposed.     

Microsatellite genotyping by primer extension and MALDI-ToF mass spectrometry

A novel method for genotyping microsatellite alleles using primer extensions and mass spectrometry analysis has been developed. Following PCR amplification of the target region, a genotyping primer, with its 3′ end directly flanking the microsatellite repeats, was extended by a mixture of dNTPs complementary to the nucleotides composing the microsatellite. The length and molecular weight of extended primers vary with the number of repeats present in the allele(s) under examination. The weights of extension products were determined using matrix-assisted laser desorption/ionisation time-of-flight mass spectrometry (MALDI-ToF MS) and used to identify genotypes on the basis of differential primer extension. This is a platform that is not gel based and is amenable to multiplexing and automation. The technique enables identification of heterozygous progeny in which alleles differ by a single trinucleotide repeat. The method is illustrated by genotyping a polymorphic microsatellite identified in an intron of the barleyMlo gene.     

Ammonia cleaves polypeptides at asparagine proline bonds.

Polypeptides that contain the sequence Asn-Pro undergo complete cleavage at this amide bond with ammonia. One cleavage product possesses Pro as the new amino terminus and the other Asn or isoAsn as the new C-terminus, the formation of the latter probably arising by way of a cyclic succinimide intermediate. Other Asn-X bonds where X = Tyr, Gln, Ile, Glu, Ala, Gly, Asn or Phe did not exhibit any peptide bond cleavage, whereas when X = Leu, Thr and Ser partial cleavage was observed. Asn residues not involved in chain-cleavage underwent deamidation to Asp as shown by MALDI-ToF mass spectrometry (MS) analysis. The partial conversion of in-chain Asp residues to isoAsp under the reaction conditions was inferred from RP-HPLC and MS analysis of reaction mixtures.     

Clostridium difficile sortase recognizes a (S/P)PXTG sequence motif and can accommodate diaminopimelic acid as a substrate for transpeptidation

Covalent attachment of surface proteins to the cell wall of Gram-positive bacteria requires a sortase-mediated transpeptidation reaction. In almost all Gram-positive bacteria, the housekeeping sortase, sortase A, recognizes the canonical recognition sequence LPXTG (X = any amino acid). The human pathogen Clostridium difficile carries a single putative sortase gene (cd2718) but neither transpeptidation activity nor specificity of CD2718 has been investigated. We produced recombinant CD2718 and examined its transpeptidation activity in vitro using synthetic peptides and MALDI-ToF(-ToF) MS analysis. We demonstrate that CD2718 has sortase activity with specificity for a (S/P)PXTG motif and can accommodate diaminopimelic acid as a substrate for transpeptidation.     

New insights from MALDI-ToF MS, NMR, and GC-MS: mass spectrometry techniques applied to palynology

Summary. The present study for the first time describes the application of matrix-assisted laser desorption ionisation time-of-flight mass spectrometry (MALDI-ToF MS) to palynology. With an accessible mass range of up to about 350,000 Da at subpicomolar range, this technique is ideal for the characterisation of bio-macromolecules, such as sporopollenin, found in fossil and extant pollen and spore walls, which often can only be isolated in very small quantities. At this stage, the limited solubility of sporopollenin allows for the identification of sections of this biopolymer, but with the optimisation of MALDI-ToF matrices, further structure elucidation will become possible. Furthermore, gas chromatography–mass spectrometry (GC-MS) and ¹H nuclear magnetic resonance (¹H NMR) spectroscopy data obtained from a number of experiments revealed that some previously reported data were misinterpreted. These results add support to the hypothesis that common plasticizers were wrongly described as sporopollenin compounds. Correspondence and reprints: School of Earth, Ocean and Planetary Sciences, Cardiff University, Park Place, Cardiff CF10 3YE, United Kingdom. Permanent address: Albion College, Albion, Michigan, U.S.A.     

Mapping phosphoproteins in Neisseria meningitidis serogroup A

To investigate the phosphorylation capability of serogroup A Neisseria meningitidis (MenA) and to implement our knowledge in meningococcal biology and in bacterial post-translational modifications, cell extracts were separated by 2-DE and 51 novel phosphoproteins were revealed by the use of the highly specific Ser/Thr/Tyr-phosphorylated proteins staining by Pro-Q Diamond and identified by MALDI-ToF/MS. Our results indicate that phosphorylation in MenA is comparable to that of other bacterial species. A first functional characterization of the identified modified proteins was also given, in order to understand their role in meningococcal physiopathology.     

A rapid method of sequencing long synthetic peptide sequences by laser power variation in MALDI-ToF, using polyglutamine model peptides

Matrix assisted laser desorption ionization-time of flight (MALDI-ToF) has evolved into a powerful method for structural analysis of biomolecules. The paper reports a very simple and efficient method of sequencing of long peptides using long polyglutamine stretches with and without interruptions as model peptides, using MALDI-ToF in a linear mode. The method does not require any enzymatic or proteolytic digestions and very long synthetic polyglutamine sequences can be sequenced efficiently just by incremental variation of laser power. The data also reveal whenever there is any interruption within a stretch of glutamines it undergoes a very prompt cleavage at that site. Thus, this method provides an alternative tool for validating long polyglutamine stretches which are very often used as models for studying the structure and conformation of proteins associated with a number of neurodegenerative disorders.     

QIKS – Quantitative identification of kinase substrates

Signaling networks regulate cellular responses to external stimuli through post‐translational modifications such as protein phosphorylation. Phosphoproteomics facilitate the large‐scale identification of kinase substrates. Yet, the characterization of critical connections within these networks and the identification of respective kinases remain the major analytical challenge. To address this problem, we present a novel approach for the identification of direct kinase substrates using chemical genetics in combination with quantitative phosphoproteomics. Quantitative identification of kinase substrates (QIKS) is a novel‐screening platform developed for the proteome‐wide substrate‐analysis of specific kinases. Here, we aimed to identify substrates of mitogen‐activated protein kinase/Erk kinase (Mek1), an essential kinase in the mitogen‐activated protein kinase cascade. An ATP analog‐sensitive mutant of Mek1 (Mek1‐as) was incubated with a cell extract from Mek1 deficient cells. Phosphorylated proteins were analyzed by LC‐MS/MS of IMAC‐enriched phosphopeptides, labeled differentially for relative quantification. The identification of extracellular regulated kinase 1/2 as the sole cytoplasmic substrates of MEK1 validates the applicability of this approach and suggests that QIKS could be used to identify substrates of a wide variety of kinases.     

Physiological proteomics: cells, organs, biological fluids, and biomarkers

Proteomic research is accelerating rapidly because of marked advances in protein labeling techniques, mass spectrometry (MS), and bioinformatics. Two-dimensional difference gel electrophoresis (2D-DIGE) is being used effectively in conjunction with liquid chromatography tandem MS (LC-MS/MS) and/or matrix-assisted laser desorption/ionization time-of-flight MS (MALDI-ToF MS) and database search software to quantify relative changes in the levels of proteins in two samples. It is now possible in a single study to identify and quantify large numbers of proteins and their posttranslational modifications in different biological samples. Comparisons can be made between groups of animals in different physiological states or in response to experimental treatment. Differences between normal individuals and those in disease states can form the foundation for elucidation of causative factors of disease and the identification of biomarkers for the diseased state. This symposium includes original research that compares the erythrocyte plasma membrane proteome in the normal and the sickle cell state, evaluates the anterior pituitary gland proteome in the ovariectomized rat in response to estrogen, and assesses proteomic methodology employed to identify potentially useful biomarkers in human cells and fluids for clinical medicine. It is directed not only to investigators working in these fields but also to a diverse group of scientists working in the biological and biomedical fields to stimulate cross-disciplinary awareness, interest, and collaboration.     

A 3D-QSAR model based screen for dihydropyridine-like compound library to identify inhibitors of amyloid beta (Aβ) production

Abnormal accumulation of amyloid beta peptide (Aβ) is one of the hallmarks of Alzheimer's disease progression. Practical limitations such as cost , poor hit rates and a lack of well characterized targets are a major bottle neck in the in vitro screening of a large number of chemical libraries and profiling them to identify Aβ inhibitors. We used a limited set of 1,4 dihydropyridine (DHP)-like compounds from our model set (MS) of 24 compounds which inhibit Aβ as a training set and built 3D-QSAR (Three-dimensional Quantitative Structure-Activity Relationship) models using the Phase program (Schr?dinger, USA). We developed a 3D-QSAR model that showed the best prediction for Aβ inhibition in the test set of compounds and used this model to screen a 1,043 DHP-like small library set of (LS) compounds. We found that our model can effectively predict potent hits at a very high rate and result in significant cost savings when screening larger libraries. We describe here our in silico model building strategy, model selection parameters and the chemical features that are useful for successful screening of DHP and DHP-like chemical libraries for Aβ inhibitors.     

Enzymatic diagnosis of medium-chain acyl-CoA dehydrogenase deficiency by detecting 2-octenoyl-CoA production using high-performance liquid chromatography: a practical confirmatory test for tandem mass spectrometry newborn screening in Japan

Many of the previously described enzymatic assay methods for the diagnosis of medium-chain acyl-CoA dehydrogenase (MCAD) deficiency have been dependent upon the measurement of radioisotope-labeled co-products or reduction of electron acceptors. We have developed a direct assay method to detect 2-enoyl-CoA production using high-performance liquid chromatography (HPLC). Crude cell lysate prepared from lymphocytes were incubated with n-octanoyl-CoA and ferrocenium hexafluorophosphate. The detection of 2-octenoyl-CoA was significantly reproducible. We applied the assay to samples from four infants suspected to have MCAD deficiency by tandem mass spectrometry (MS/MS) newborn screening conducted in the Hiroshima area of Japan. Three of them were proved to have pathologically reduced residual enzyme activities, although they were associated with various clinical and biochemical phenotypes. In addition, another symptomatic Japanese patient and her presymptomatic sibling who were detected by MS/MS selective screening were successfully diagnosed by our enzymatic assay. These results indicate that the method can be a useful confirmatory test for MS/MS screening of MCAD deficiency.     

Identification and quantification of components in extracts of Uncaria tomentosa by HPLC-ES/MS

The two main classes of secondary metabolites, alkaloids and quinovic acid glycosides, of Uncaria tomentosa (Willd.) DC. (Rubiaceae), a Peruvian plant commonly known as ‘uña de gato’, have been analysed. Separation of the alkaloidal fraction was achieved using a solid phase extraction method based on cationic exchange, and an analytical method employing HPLC‐ES/MS has been developed. Quantitative data for commercial wild bark, cultivated bark and leaves are reported. The analysis of quinovic acid glycosides was performed directly on the crude extract using both a fast analytical method based on ?ow injection ES/MS, and a more complete analytical technique using HPLC‐MS. Copyright © 2004 John Wiley & Sons, Ltd.     

Rapid selection of peptide containing fractions in off‐line 2‐D HPLC in shotgun proteome analysis by screening with MALDI TOF MS

A simple and fast screening method for the selection of fractions of first dimension separation to be analyzed in second dimension‐MS/MS experiments in offline multidimensional liquid chromatographic separation schemes for shotgun proteome analysis was developed. The method is based on the measurement of total peptide content of the first dimension fractions by MALDI MS and was established using a tryptic digest of a bacterial proteome. The results of the screening process were in good agreement with those obtained in a detailed proteome analysis performed by RP×ion‐pair RP‐MALDI TOF/TOF MS analysis. The method supports a straightforward planning of experiments, also enabling a reduction of overall measurement time in shotgun proteome analysis.     

An Economic Evaluation of Neonatal Screening for Inborn Errors of Metabolism Using Tandem Mass Spectrometry in Thailand

Background

Inborn errors of metabolism (IEM) are a rare group of genetic diseases which can lead to several serious long-term complications in newborns. In order to address these issues as early as possible, a process called tandem mass spectrometry (MS/MS) can be used as it allows for rapid and simultaneous detection of the diseases. This analysis was performed to determine whether newborn screening by MS/MS is cost-effective in Thailand.

Method

A cost-utility analysis comprising a decision-tree and Markov model was used to estimate the cost in Thai baht (THB) and health outcomes in life-years (LYs) and quality-adjusted life year (QALYs) presented as an incremental cost-effectiveness ratio (ICER). The results were also adjusted to international dollars (I$) using purchasing power parities (PPP) (1 I$ = 17.79 THB for the year 2013). The comparisons were between 1) an expanded neonatal screening programme using MS/MS screening for six prioritised diseases: phenylketonuria (PKU); isovaleric acidemia (IVA); methylmalonic acidemia (MMA); propionic acidemia (PA); maple syrup urine disease (MSUD); and multiple carboxylase deficiency (MCD); and 2) the current practice that is existing PKU screening. A comparison of the outcome and cost of treatment before and after clinical presentations were also analysed to illustrate the potential benefit of early treatment for affected children. A budget impact analysis was conducted to illustrate the cost of implementing the programme for 10 years.

Results

The ICER of neonatal screening using MS/MS amounted to 1,043,331 THB per QALY gained (58,647 I$ per QALY gained). The potential benefits of early detection compared with late detection yielded significant results for PKU, IVA, MSUD, and MCD patients. The budget impact analysis indicated that the implementation cost of the programme was expected at approximately 2,700 million THB (152 million I$) over 10 years.

Conclusion

At the current ceiling threshold, neonatal screening using MS/MS in the Thai context is not cost-effective. However, the treatment of patients who were detected early for PKU, IVA, MSUD, and MCD, are considered favourable. The budget impact analysis suggests that the implementation of the programme will incur considerable expenses under limited resources. A long-term epidemiological study on the incidence of IEM in Thailand is strongly recommended to ascertain the magnitude of problem.     

Proteomic analysis of the etioplast inner membranes of wheat (Triticum aestivum) by two-dimensional electrophoresis and mass spectrometry

The proteome of the etioplast inner membranes (EPIM) of dark-grown wheat leaves ( Triticum aestivum L.) was mapped as an essential part of studies on plastid differentiation. Proteins were separated by two-dimensional gel electrophoresis and analysed with mass spectrometry (MS). Over 200 protein spots were resolved and visualized by Coomassie blue staining. More than 100 spots were submitted for subsequent mass spectrometry analyses by matrix-assisted laser desorption ionization–time of flight (MALDI-ToF) MS, electrospray tandem MS (ESI-MS/MS) or liquid chromatography–mass spectrometry (LC-MS/MS). There were 46 identified spots, from which at least 21 different proteins were identified. Among these were FtsH proteases and the peptidyl-prolyl cis – trans isomerase TLP40, as well as chloroplast coupling factor subunits and extrinsic subunits of photosystem II (PSII). Of special interest is the NADPH:protochlorophyllide oxidoreductase (POR), which is the predominant protein of prolamellar bodies, where it accumulates in a highly stable ternary complex with protochlorophyllide and NADPH. This complex is known to play an important role in the formation and dispersal of prolamellar bodies. Five different isoforms of POR, with different pI values, were identified. We discuss the possibility of these isoforms being differently phosphorylated as part of the regulation of POR–pigment complexes. The proteome mapping of EPIM is a crucial step in the understanding of the light-dependent transition of etioplasts to chloroplasts, and provides a basis for functional studies on factors influencing the greening process.