Mass Spectrometric Amino Acid Sequencing of Short and Mid-Sized Peptides in a ESI-O-TOF System as an Alternative to MS/MS: I. Selective Fragmentation of Peptides with <Emphasis Type="Italic">y</Emphasis>-Ion Formation

The possibility of mass spectrometric sequencing of peptides without the need for the conventional MS/MS analysis has been demonstrated experimentally. The peptide hydrolysate was fractionated by reversephase chromatography on a microbore column. The eluate fraction was injected into the mass spectrometer via an electrospray ion source that directly coupled a liquid chromatography instrument to a time-of-flight mass spectrometer (HPLC-MS). Fragmentation of the peptides eluted from the column was performed in the mass spectrometer interface by varying the voltage difference between the mass spectrometer nozzle and skimmer. A restricted set of intensive peaks of y-ions, which corresponded to sequential cleavage of all amino acids from the peptide, was obtained. The ratios of the y-ion peak intensities to the background were (5?100)/1. The presence of Lys and Arg in the peptides provided for a substantial increase of informative peak intensity in the mass spectra. The mass spectra of short peptides (up to 10 residues) were processed manually, whereas the Proteos hardware and software system was used to process the fragmentation results for a long N-terminal peptide of the human hemoglobin α-chain.     

Identification of a novel <Emphasis Type="Italic">Plasmopara halstedii</Emphasis> elicitor protein combining <Emphasis Type="Italic">de novo</Emphasis> peptide sequencing algorithms and RACE-PCR

Background  

Often high-quality MS/MS spectra of tryptic peptides do not match to any database entry because of only partially sequenced genomes and therefore, protein identification requires de novo peptide sequencing. To achieve protein identification of the economically important but still unsequenced plant pathogenic oomycete Plasmopara halstedii, we first evaluated the performance of three different de novo peptide sequencing algorithms applied to a protein digests of standard proteins using a quadrupole TOF (QStar Pulsar i).     

When less can yield more – Computational preprocessing of MS/MS spectra for peptide identification

The effectiveness of database search algorithms, such as Mascot, Sequest and ProteinPilot is limited by the quality of the input spectra: spurious peaks in MS/MS spectra can jeopardize the correct identification of peptides or reduce their score significantly. Consequently, an efficient preprocessing of MS/MS spectra can increase the sensitivity of peptide identification at reduced file sizes and run time without compromising its specificity. We investigate the performance of 25 MS/MS preprocessing methods on various data sets and make software for improved preprocessing of mgf/dta‐files freely available from http://hci.iwr.uni‐heidelberg.de/mip/proteomics or http://www.childrenshospital.org/research/steenlab .     

<Emphasis Type="Italic">P</Emphasis>rediction-<Emphasis Type="Italic">O</Emphasis>riented <Emphasis Type="Italic">M</Emphasis>arker <Emphasis Type="Italic">S</Emphasis>election (PROMISE): With Application to High-Dimensional Regression

In personalized medicine, biomarkers are used to select therapies with the highest likelihood of success based on an individual patient’s biomarker/genomic profile. Two goals are to choose important biomarkers that accurately predict treatment outcomes and to cull unimportant biomarkers to reduce the cost of biological and clinical verifications. These goals are challenging due to the high dimensionality of genomic data. Variable selection methods based on penalized regression (e.g., the lasso and elastic net) have yielded promising results. However, selecting the right amount of penalization is critical to simultaneously achieving these two goals. Standard approaches based on cross-validation (CV) typically provide high prediction accuracy with high true positive rates (TPRs) but at the cost of too many false positives. Alternatively, stability selection (SS) controls the number of false positives, but at the cost of yielding too few true positives. To circumvent these issues, we propose prediction-oriented marker selection (PROMISE), which combines SS with CV to conflate the advantages of both methods. Our application of PROMISE with the lasso and elastic net in data analysis shows that, compared to CV, PROMISE produces sparse solutions, few false positives, and small type I + type II error, and maintains good prediction accuracy, with a marginal decrease in the TPRs. Compared to SS, PROMISE offers better prediction accuracy and TPRs. In summary, PROMISE can be applied in many fields to select regularization parameters when the goals are to minimize false positives and maximize prediction accuracy.     

Metabolite profiling of saponins in <Emphasis Type="Italic">Balanites</Emphasis><Emphasis Type="Italic">aegyptiaca</Emphasis> plant tissues using LC (RI)-ESI/MS and MALDI-TOF/MS

Saponins are a major family of secondary metabolites which consist of a sugar moiety glycosidically linked to a hydrophobic aglycone (sapogenin). In recent years the interest in saponins has increased significantly because of their diverse properties as natural detergents and foaming agents, their cardiac, immunostimulating, and anti-cancer activity, as well as other health promoting functions. This study deals with metabolitic analysis of saponins from methanolic extracts of fruit mesocarp (ME), seed kernel (KE) and root (RE) of Balanites aegyptiaca (L.) Del. (desert date) plant grown in Israel using LC (RI)-ESI/MS and MALDI-TOF/MS. The structural assignment was carried out by fragmentation experiments of LC (RI)-ESI/MS and literature data. The study has revealed that, all together, twenty-four furostanol saponins were found in ME, KE and RE. Of these, four saponins are found only in ME, five only in KE and six only in RE. Diosgenin was found to be the sole aglycone in all the saponins. The smallest saponin (MW 740 Da) was found with two sugar units (glucose) and the largest saponin (MW 1678 Da) was found with eight sugar units (5 glucose, 2 rhamnose and 1 xylose) attached to diosgenin. The results suggest that MALDI-TOF/MS with positive ion mode is particularly effective for determining the metabolites of saponins in B. aegyptiaca plant tissues. MALDI-TOF/MS not only verified the results of the LC (RI)-ESI/MS, but also identified additional saponins that are now systematically organized in a database of B. aegyptiaca saponins. Electronic supplementary material  The online version of this article (doi:) contains supplementary material, which is available to authorized users.     

The Microbial <Emphasis Type="BoldItalic">Phyllo</Emphasis>geography of the Carnivorous Plant <Emphasis Type="BoldItalic">Sarracenia alata</Emphasis>

Carnivorous pitcher plants host diverse microbial communities. This plant–microbe association provides a unique opportunity to investigate the evolutionary processes that influence the spatial diversity of microbial communities. Using next-generation sequencing of environmental samples, we surveyed microbial communities from 29 pitcher plants (Sarracenia alata) and compare community composition with plant genetic diversity in order to explore the influence of historical processes on the population structure of each lineage. Analyses reveal that there is a core S. alata microbiome, and that it is similar in composition to animal gut microfaunas. The spatial structure of community composition in S. alata (phyllogeography) is congruent at the deepest level with the dominant features of the landscape, including the Mississippi river and the discrete habitat boundaries that the plants occupy. Intriguingly, the microbial community structure reflects the phylogeographic structure of the host plant, suggesting that the phylogenetic structure of bacterial communities and population genetic structure of their host plant are influenced by similar historical processes.     

Characterization of lipopeptides from <Emphasis Type="Italic">Paenibacillus</Emphasis> sp. (IIRAC30) suppressing <Emphasis Type="Italic">Rhizoctonia solani</Emphasis>

The main aim was to identify the active compound against Rhizoctonia solani produced by the cassava endophyte Paenibacillus sp. IIRAC-30. The compounds produced were extracted with ethyl acetate and purified by Sephadex column prior to analysis by Q-TOF mass spectrometry. A C₁₅-lipopeptide with an estimated molecular weight of 1036 Da and homologues were identified. The lipopeptide had a cyclic structure, which was deduced by interpreting the ESI–MS/MS spectra of main protonated homologues containing 15:0 FA, and the amino acid composition was Glu-Leu-Leu-Val-Asp-Leu-Leu. Therefore, the lipopeptides produced by isolate IIRAC-30 was characterized as a surfactin series. Thus, the main mechanism used by Paenibacillus sp. IIRAC-30 to suppress R. solani was elucidated. Furthermore, because lipopeptides active against phytopathogens generally show low toxicity to humans and the environment, the positive findings presented here suggest that the isolate IIRAC-30 could be a possible candidate for biocontrol of R. solani.     

Lipopeptides Produced by a Soil <Emphasis Type="Italic">Bacillus Megaterium</Emphasis> Strain

A soil microorganism identified as Bacillum megaterium was found to produce several antibiotics substances after growth for 20 h at 37°C in a mineral culture medium. Analysis both by electron spray ionization (ESI) and matrix-assisted laser desorption ionization—time of flight (MALDI-TOF) mass spectrometry (MS) identified these substances as lipopeptides. Predominant peaks at m/z 1,041 and m/z 1,065 revealed ions which are compatible with surfactins and lichenysins, respectively. Two other ions m/z 1,057 and m/z 1,464 were further studied by collision-induced dissociation (CID) unveiling an iturin A at the first and fengycins A and B at the second m/z peaks. The CID spectrum of the m/z 1,464 ion also suggests the existence of fengycins A and B variants in which Ile was changed to Val in the position 10 of the peptide moiety. Raw mixtures of all these compounds were also assayed for antibiotic features. The data enlighten the unusual diversity of the lipopeptide mixture produced by a sole Bacillus species.     

Identification and characterization of 23 microsatellite loci for <Emphasis Type="BoldItalic">Chlorostoma rustica</Emphasis> based on RAD-seq

Chlorostoma rustica is an ecologically and economically important species in China, which plays an important role on the overall function of the coastal systems. Understanding of the genetic structure of C. rustica populations is vital to breeding strategies and conservation programmes. In this study, we isolated and characterized 23 microsatellite loci with high polymorphism using the restriction site-associated DNA sequencing approach. The number of alleles per locus ranged from 6 to 18, and the expected heterozygosities varied from 0. 760 to 0.936. All the polymorphism information content values of the 23 loci were greater than 0.5, indicating that these markers were highly informative and laid the foundation for further genetic analysis.     

MALDI-TOF MS of <Emphasis Type="Italic">Trichoderma</Emphasis>: a model system for the identification of microfungi

This investigation aimed to assess whether MALDI-TOF MS analysis of the proteome could be applied to the study of Trichoderma, a fungal genus selected because it includes many species and is phylogenetically well defined. We also investigated whether MALDI-TOF MS analysis of peptide mass fingerprints would reveal apomorphies that could be useful in diagnosing species in this genus. One hundred and twenty nine morphologically and genetically well-characterized strains of Hypocrea and Trichoderma, belonging to 25 species in 8 phylogenetic clades, were analyzed by MALDI-TOF MS mass spectrometry. The resulting peak lists of individual samples were submitted to single-linkage cluster analysis to produce a taxonomic tree and were compared to ITS and tef1 sequences from GenBank. SuperSpectra™ for the 13 most relevant species of Trichoderma were computed. The results confirmed roughly previously defined clades and sections. With the exceptions of T. saturnisporum (Longibrachiatum Clade) and T. harzianum (Harzianum Clade), strains of individual species clustered very closely. T. polysporum clustered distantly from all other groups. The MALDI-TOF MS analysis accurately reflected the phylogenetic classification reported in recent publications, and, in most cases, strains identified by DNA sequence analysis clustered together by MALDI-TOF MS. The resolution of MALDI-TOF MS, as performed here, was roughly equivalent to ITS rDNA. The MALDI-TOF MS technique analyzes peptides and represents a rough equivalent to sequencing, making this method a useful adjunct for determination of species limits. It also allows simple, reliable, and quick species identification, thus representing a valid alternative to gene sequencing for species diagnosis of Trichoderma and other fungal taxa.     

Exome sequencing identifies novel and recurrent mutations in <Emphasis Type="Italic">GJA8</Emphasis> and <Emphasis Type="Italic">CRYGD</Emphasis>associated with inherited cataract

Background

Inherited cataract is a clinically important and genetically heterogeneous cause of visual impairment. Typically, it presents at an early age with or without other ocular/systemic signs and lacks clear phenotype-genotype correlation rendering both clinical classification and molecular diagnosis challenging. Here we have utilized trio-based whole exome sequencing to discover mutations in candidate genes underlying autosomal dominant cataract segregating in three nuclear families.

Results

In family A, we identified a recurrent heterozygous mutation in exon-2 of the gene encoding γD-crystallin (CRYGD; c.70C > A, p.Pro24Thr) that co-segregated with `coralliform' lens opacities. Families B and C were found to harbor different novel variants in exon-2 of the gene coding for gap-junction protein α8 (GJA8; c.20T > C, p.Leu7Pro and c.293A > C, p.His98Pro). Each novel variant co-segregated with disease and was predicted in silico to have damaging effects on protein function.

Conclusions

Exome sequencing facilitates concurrent mutation-profiling of the burgeoning list of candidate genes for inherited cataract, and the results can provide enhanced clinical diagnosis and genetic counseling for affected families.

     

Molecular evidence for the endosymbiont <Emphasis Type="BoldItalic">Wolbachia</Emphasis> in a non-filaroid nematode, <Emphasis Type="BoldItalic">Angiostrongylus cantonensis</Emphasis>

Wolbachia harbored by most filarial parasites, is critical to both embryogenesis and microfilarial development, and may lead to inflammation and pathogenesis in infected hosts. Based on alignment of the sequences from the wsp, ftsZ, and 16S rRNA genes, Wolbachia was demonstrated to exist in Angiostrongylus cantonensis, a non-filaroid nematode. Although the wsp gene may not be the best candidate for evolutionary analysis of Wolbachia, this gene has been sequenced from a broader coverage of the host species, making it feasible to be used for phylogenetic analysis in this study. The results from both Neighbor-joining and Maximum parsimony methods showed that this novel Wolbachia does not belong to any of the known groups (C or D) of nematode-derived Wolbachia. In addition, the wsp gene sequence of this newly identified endosymbiont revealed a high degree of identity (98%) with that from Diaea circumlita c2, tentatively classified into the putative group G. This suggests that Wolbachia from A. cantonensis could represent a deeply branched lineage in Wolbachia evolution or the occurrence of horizontal transfer between infected hosts. In conclusion, the findings provide some insights into our understanding of the evolution of Wolbachia, particularly the isolate from A. cantonensis.     

Rare triterpene glycoside of ginseng (ginsenoside malonyl-Rg<Subscript>1</Subscript>) detected in plant cell suspension culture of <Emphasis Type="Italic">Panax japonicus</Emphasis> var. <Emphasis Type="Italic">repens</Emphasis>

This paper reports for the first time about the detection and identification of ginsenoside malonyl-Rg₁ (the rare 20(S)-protopanaxatriol-type ginsenoside) in the biomass of plant cell suspension culture of Japanese ginseng (Panax japonicus C.A. Mey. var. repens). Ginsenosides were analyzed by means of high-performance liquid chromatography/electrospray ionization mass spectrometry (HPLC-ESI-MS) in positive-ion mode. Malonyl-Rg1 was identified as a result of interpretation of MS spectra obtained upon fragmentation of protonated molecular ion ([M + H]⁺) of this compound in an ionization source. Chromatographic analysis and MS spectra showed that the cells of P. japonicus var. repens cultivated in vitro contain several isomers of malonyl-Rg₁. Thus, we ascertained for the first time that, in addition to malonyl ginsenosides of 20(S)-protopanaxadiol group, the plant cell culture of ginseng P. japonicus var. repens can accumulate glycosides of 20(S)-protopanaxatriol group acylated with a malonic acid residue. The obtained results showed that, in the cells of ginseng cultivated in vitro for a long time (for 10 years and more), the assortment of secondary metabolites (ginsenosides) may be as wide as in intact plants.     

Rapid validation of protein identifications with the borderline statistical confidence via de novo sequencing and MS BLAST searches

Protein identifications with the borderline statistical confidence are typically produced by matching a few marginal quality MS/MS spectra to database peptide sequences and represent a significant bottleneck in the reliable and reproducible characterization of proteomes. Here, we present a method for rapid validation of borderline hits that circumvents the need in, often biased, manual inspection of raw MS/MS spectra. The approach takes advantage of the independent interpretation of corresponding MS/MS spectra by PepNovo de novo sequencing software followed by mass spectrometry-driven BLAST (MS BLAST) sequence-similarity database searches that utilize all partially inaccurate, degenerate and redundant candidate peptide sequences. In a case study involving the identification of more than 180 Caenorhabditis elegans proteins by nanoLC-MS/MS analysis on a linear ion trap LTQ mass spectrometer, the approach enabled rapid assignment (confirmation or rejection) of more than 70% of Mascot hits of borderline statistical confidence.     

Evaluation of protein <Emphasis Type="BoldItalic">in vitro</Emphasis> digestibility of <Emphasis Type="BoldItalic">Palmaria palmata</Emphasis> and <Emphasis Type="BoldItalic">Gracilaria verrucosa</Emphasis>

Palmaria palmata and Gracilaria verrucosa are edible red seaweeds and potential protein sources for human or animal nutrition, so studies were conducted on their in vitro protein digestibility. After 30 min predigestion by pepsin followed by 6 h digestion into a cell dialysis containing porcine pancreatin, the in vitro protein digestibility of P. palmata and G. verrucosa, expressed in regard to casein digestibility, was 4.9% and 42.1%, respectively. The level of protein digestibility seems to be related to the amount of soluble fibre, which was 45.3% and 30.5%, respectively.     

Purification and characterization of a potential antifungal protein from <Emphasis Type="Italic">Bacillus subtilis</Emphasis> E1R-J against <Emphasis Type="Italic">Valsa mali</Emphasis>

In order to identify the antagonistic substances produced by Bacillus subtilis E1R-J as candidate of biocontrol agents for controlling Apple Valsa Canker, hydrochloric acid precipitation, reverse phase chromatography, gel filtration, and ion exchange chromatography were used. The purified fraction EP-2 showed a single band in native-polyacrylamide gel electrophoresis (native-PAGE) and sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE). Fraction EP-2 was eluted from native-PAGE and showed a clear inhibition zone against V. mali 03-8. These results prove that EP-2 is one of the most important antifungal substances produced by B. subtilis E1R-J in fermentation broth. SDS-PAGE and Nano-LC–ESI–MS/MS analysis results demonstrated that EP-2 was likely an antifungal peptide (trA0A086WXP9), with a relative molecular mass of 12.44 kDa and isoelectric point of 9.94. The examination of antagonistic mechanism under SEM and TEM showed that EP-2 appeared to inhibit Valsa mali 03-8 by causing hyphal swelling, distortion, abnormality and protoplasts extravasation. Inhibition spectrum results showed that antifungal protein EP-2 had significantly inhibition on sixteen kinds of plant pathogenic fungi. The stability test results showed that protein EP-2 was stable with antifungal activity at temperatures as high as 100 °C for 30 min and in pH values ranging from 1.0 to 8.0, or incubated with each 5 mM Cu²⁺, Zn²⁺, Mg²⁺, or K⁺. However, the antifungal activity was negatively affected by Proteinase K treatment.     

Studies on mineral phosphate solubilization by cyanobacteria <Emphasis Type="Italic">Westiellopsis</Emphasis> and <Emphasis Type="Italic">Anabaena</Emphasis>

Two diazotrophic cyanobacteria, Westiellopsis prolifica and Anabaena variabilis were evaluated for elucidating the possible mechanism of mineral phosphate solubilization. Phosphate starved cyanobacteria evaluated for the presence of organic acids, extracellular compounds or enzymes that might have been produced and promoted the mineral phosphate solubilization with Mussorie Rock Phosphate and Tricalcium Phosphate as substrates. Both the cultures did not reveal production of organic acids throughout the incubation period when checked for decrease in media pH of the media and thin layer chromatography. Thin layer chromatography of culture filtrates showed the presence of hydrocarbon like compound. Further analysis of the culture filtrates with gas liquid chromatography, a single peak near to the retention time of 7.6 was observed in all extracts of culture filtrates irrespective of phosphate source. UV-visible spectra of culture filtrates revealed the absorption maxima of 276 nm. Gas chromatographic-mass spectrometric analysis of culture filtrates showed most intense peak in the electron impact (EI) ionization was at m/z 149 and molecular ion peaks at m/z 207 and 167, inferring the presence of phthalic acid. Among the mechanisms in mineral phosphate solubilization, it was evident that these cyanobacteria used phthalic acid as possible mode of P solubilization.     

In vitro selection of resistance in <Emphasis Type="Italic">Escherichia coli</Emphasis> and <Emphasis Type="Italic">Klebsiella</Emphasis> spp. at <Emphasis Type="Italic">in vivo</Emphasis> fluoroquinolone concentrations

Background  

Fluoroquinolones are potent antimicrobial agents used for the treatment of a wide variety of community- and nosocomial- infections. However, resistance to fluoroquinolones in Enterobacteriaceae is increasingly reported. Studies assessing the ability of fluoroquinolones to select for resistance have often used antimicrobial concentrations quite different from those actually acquired at the site of infection. The present study compared the ability to select for resistance of levofloxacin, ciprofloxacin and prulifloxacin at concentrations observed in vivo in twenty strains of Escherichia coli and Klebsiella spp. isolated from patients with respiratory and urinary infections. The frequencies of spontaneous single-step mutations at plasma peak and trough antibiotic concentrations were calculated. Multi-step selection of resistance was evaluated by performing 10 serial cultures on agar plates containing a linear gradient from trough to peak antimicrobial concentrations, followed by 10 subcultures on antibiotic-free agar. E. coli resistant strains selected after multi-step selection were characterized for DNA mutations by sequencing gyrA, gyrB, parC and parE genes.     

Mannose-binding lectin from<Emphasis Type="Italic">Curcuma zedoaria</Emphasis> Rosc

A mannose-binding lectin was isolated from rhizomes of the medicinal plantCurcuma zedoaria. We used extraction with 20 mM phosphate buffer, ammonium sulfate precipitation, ion exchange chromatography on Q-Sepharose, gel filtration chromatography on Superdex 75, and reverse-phase HPLC. The purified lectin yielded a single band on SDS-PAGE that corresponded to a molecular mass of 13 kDa. This lectin exhibited hemagglutinating activity toward rabbit erythrocytes, which could be inhibited by mannose only. The lectin was digested with trypsin and its digests were analyzed using MALDI-TOF/TOF. Partial amino acid sequences were obtained from tandem mass spectra via automatedde novo sequencing, and were then identified by MS-BLAST homology searches to enable recognition of related proteins in other species. Inferred peptide sequences exhibited similarity to a mannose-binding lectin fromEpipactis helleborine, a member of the Orchidaceae.