'Isotopo' a database application for facile analysis and management of mass isotopomer data

The composition of stable-isotope labelled isotopologues/isotopomers in metabolic products can be measured by mass spectrometry and supports the analysis of pathways and fluxes. As a prerequisite, the original mass spectra have to be processed, managed and stored to rapidly calculate, analyse and compare isotopomer enrichments to study, for instance, bacterial metabolism in infection. For such applications, we provide here the database application ‘Isotopo’. This software package includes (i) a database to store and process isotopomer data, (ii) a parser to upload and translate different data formats for such data and (iii) an improved application to process and convert signal intensities from mass spectra of ¹³C-labelled metabolites such as tertbutyldimethylsilyl-derivatives of amino acids. Relative mass intensities and isotopomer distributions are calculated applying a partial least square method with iterative refinement for high precision data. The data output includes formats such as graphs for overall enrichments in amino acids. The package is user-friendly for easy and robust data management of multiple experiments.

Availability: The ‘Isotopo’ software is available at the following web link (section Download): http://spp1316.uni-wuerzburg.de/bioinformatics/isotopo/. The package contains three additional files: software executable setup (installer), one data set file (discussed in this article) and one excel file (which can be used to convert data from excel to ‘.iso’ format). The ‘Isotopo’ software is compatible only with the Microsoft Windows operating system.

Database URL:http://spp1316.uni-wuerzburg.de/bioinformatics/isotopo/.

Biosynthesis of Nudicaulins: A (13) CO2 -pulse/chase labeling study with Papaver nudicaule

Nudicaulins are unique alkaloids responsible for the yellow color of the petals of some papaveraceaous plants. To elucidate the unknown biosynthetic origin of the skeleton, a (13) CO2 -pulse/chase experiment was performed with growing Papaver nudicaule plants. (13) C NMR analysis revealed more than 20 multiple (13) C-enriched isotopologues in nudicaulins from the petals of (13) CO2 -labeled plants. The complex labeling pattern was compared with the isotopologue composition of a kaempferol derivative that was isolated from petals of the same (13) CO2 -labeled plants. The deconvolution of the labeling profiles indicated that the nudicaulin scaffold is assembled from products or intermediates of indole metabolism, the phenylpropanoid pathway, and the polyketide biosynthesis. Naringenin-type compounds and tryptophan/tryptamine are potential substrates for the condensation reaction finally generating the aglycone skeleton of nudicaulins.

NMR-based isotopologue profiling of microbial carotenoids

C-Isotopologue profiling is a powerful tool to determine on a quantitative basis the biosynthetic origin of carotenoids in microorganisms. To this aim, the carotenoid-producing microorganism is grown in medium containing (13)C-labeled glucose. After growth, the (13)C-isotopologue distribution in a given biosynthetic carotenoid is determined by quantitative NMR spectroscopy. The labeling pattern provides a fingerprint of processes involved in the metabolism of glucose and the formation of the carotenoid. For example, the (13)C-profile shows whether the isoprenoid precursors, isopentenyl diphosphate and dimethylallyl diphosphate, are formed by the mevalonate or the non-mevalonate pathway. The labeling data also specify the pathways of glucose utilization, e.g., via the Entner-Doudoroff pathway or glycolysis. The method is exemplified with the analysis of zeaxanthin biosynthesis in the Alphaproteobacterium, Paracoccus zeaxanthinifaciens.

Characterization of central carbon metabolism of Streptococcus pneumoniae by isotopologue profiling

The metabolism of Streptococcus pneumoniae was studied by isotopologue profiling after bacterial cultivation in chemically defined medium supplemented with [U-(13)C(6)]- or [1,2-(13)C(2)]glucose. GC/MS analysis of protein-derived amino acids showed lack of (13)C label in amino acids that were also essential for pneumococcal growth. Ala, Ser, Asp, and Thr displayed high (13)C enrichments, whereas Phe, Tyr, and Gly were only slightly labeled. The analysis of the labeling patterns showed formation of triose phosphate and pyruvate via the Embden-Meyerhof-Parnas pathway. The labeling patterns of Asp and Thr suggested formation of oxaloacetate exclusively via the phosphoenolpyruvate carboxylase reaction. Apparently, α-ketoglutarate was generated from unlabeled glutamate via the aspartate transaminase reaction. A fraction of Phe and Tyr obtained label via the chorismate route from erythrose 4-phosphate, generated via the pentose phosphate pathway, and phosphoenolpyruvate. Strikingly, the data revealed no significant flux from phosphoglycerate to Ser and Gly but showed formation of Ser via the reverse reaction, namely by hydroxymethylation of Gly. The essential Gly was acquired from the medium, and the biosynthesis pathway was confirmed in experiments using [U-(13)C(2)]glycine as a tracer. The hydroxymethyl group in Ser originated from formate, which was generated by the pyruvate formate-lyase. Highly similar isotopologue profiles were observed in corresponding experiments with pneumococcal mutants deficient in PavA, CodY, and glucose-6-phosphate dehydrogenase pointing to the robustness of the core metabolic network used by these facultative pathogenic bacteria. In conclusion, this study demonstrates the dual utilization of carbohydrates and amino acids under in vitro conditions and identifies the unconventional de novo biosynthesis of serine by pneumococci.

Isotopologue profiling of Legionella pneumophila: role of serine and glucose as carbon substrates

Legionella pneumophila (Lp) is commonly found in freshwater habitats but is also the causative agent of Legionnaires' disease when infecting humans. Although various virulence factors have been reported, little is known about the nutrition and the metabolism of the bacterium. Here, we report the application of isotopologue profiling for analyzing the metabolism of L. pneumophila. Cultures of Lp were supplied with [U-(13)C(3)]serine, [U-(13)C(6)]glucose, or [1,2-(13)C(2)]glucose. After growth, (13)C enrichments and isotopologue patterns of protein-derived amino acids and poly-3-hydroxybutyrate were determined by mass spectrometry and/or NMR spectroscopy. The labeling patterns detected in the experiment with [U-(13)C(3)]serine showed major carbon flux from serine to pyruvate and from pyruvate to acetyl-CoA, which serves as a precursor of poly-3-hydroxybutyrate or as a substrate of a complete citrate cycle with Si specificity of the citrate synthase. Minor carbon flux was observed between pyruvate and oxaloacetate/malate by carboxylation and decarboxylation, respectively. The apparent lack of label in Val, Ile, Leu, Pro, Phe, Met, Arg, and Tyr confirmed that L. pneumophila is auxotrophic for these amino acids. Experiments with [(13)C]glucose showed that the carbohydrate is also used as a substrate to feed the central metabolism. The specific labeling patterns due to [1,2-(13)C(2)]glucose identified the Entner-Doudoroff pathway as the predominant route for glucose utilization. In line with these observations, a mutant lacking glucose-6-phosphate dehydrogenase (Delta zwf) did not incorporate label from glucose at significant levels and was slowly outcompeted by the wild type strain in successive rounds of infection in Acanthamoeba castellanii, indicating the importance of this enzyme and of carbohydrate usage in general for the life cycle of Lp.

Cross-talk between type three secretion system and metabolism in Yersinia

Pathogenic yersiniae utilize a type three secretion system (T3SS) to inject Yop proteins into host cells in order to undermine their immune response. YscM1 and YscM2 proteins have been reported to be functionally equivalent regulators of the T3SS in Yersinia enterocolitica. Here, we show by affinity purification, native gel electrophoresis and small angle x-ray scattering that both YscM1 and YscM2 bind to phosphoenolpyruvate carboxylase (PEPC) of Y. enterocolitica. Under in vitro conditions, YscM1, but not YscM2, was found to inhibit PEPC with an apparent IC(50) of 4 mum (K(i) = 1 mum). To analyze the functional roles of PEPC, YscM1, and YscM2 in Yop-producing bacteria, cultures of Y. enterocolitica wild type and mutants defective in the formation of PEPC, YscM1, or YscM2, respectively, were grown under low calcium conditions in the presence of [U-(13)C(6)]glucose. The isotope compositions of secreted Yop proteins and nine amino acids from cellular proteins were analyzed by mass spectrometry. The data indicate that a considerable fraction of oxaloacetate used as precursor for amino acids was derived from [(13)C(3)]phosphoenolpyruvate by the catalytic action of PEPC in the wild-type strain but not in the PEPC(-) mutant. The data imply that PEPC is critically involved in replenishing the oxaloacetate pool in the citrate cycle under virulence conditions. In the YscM1(-) and YscM2(-) mutants, increased rates of pyruvate formation via glycolysis or the Entner-Doudoroff pathway, of oxaloacetate formation via the citrate cycle, and of amino acid biosynthesis suggest that both regulators trigger the central metabolism of Y. enterocolitica. We propose a "load-and-shoot cycle" model to account for the cross-talk between T3SS and metabolism in pathogenic yersiniae.

Carbon metabolism of Listeria monocytogenes growing inside macrophages

The intracellular metabolism of Listeria monocytogenes was studied by (13)C-isotopologue profiling using murine J774A.1 macrophages as host cells. Six hours after infection, bacteria were separated from the macrophages and hydrolyzed. Amino acids were converted into tert-butyl-dimethylsilyl derivatives and subjected to gas chromatography/mass spectrometry. When the macrophages were supplied with [U-(13)C(6)]glucose prior to infection, but not during infection, label was detected only in Ala, Asp and Glu of the macrophage and bacterial protein with equal isotope distribution. When [U-(13)C(6)]glucose was provided during the infection period, (13)C label was found again in Ala, Asp and Glu from host and bacterial protein, but also in Ser, Gly, Thr and Val from the bacterial fraction. Mutants of L. monocytogenes defective in the uptake and catabolism of the C(3)-metabolites, glycerol and/or dihydroxyacetone, showed reduced incorporation of [U-(13)C(6)]glucose into bacterial amino acids under the same experimental settings. The (13)C pattern suggests that (i) significant fractions (50-100%) of bacterial amino acids were provided by the host cell, (ii) a C(3)-metabolite can serve as carbon source for L. monocytogenes under intracellular conditions and (iii) bacterial biosynthesis of Asp, Thr and Glu proceeds via oxaloacetate by carboxylation of pyruvate.

Biosynthesis of the chromogen hermidin from Mercurialis annua L

Cut seedlings of Mercurialis annua L. were supplied with solutions containing 5.4mM [U-(13)C(6)]glucose and 50 mM unlabelled glucose. The pyridinone type chromogen, hermidin, was isolated and analyzed by NMR spectroscopy. (13)C NMR spectra revealed the presence of [4,5,6-(13)C(3)]hermidin in significant amount. NMR analysis of amino acids obtained by hydrolysis of labelled biomass showed the presence of [U-(13)C(3)]alanine, whereas aspartate was found to be virtually unlabelled. Photosynthetic pulse labelling of M. annua plants with (13)CO(2) followed by a chase period in normal air afforded [4,5,6-(13)C(3)]- and [2,3-(13)C(2)]hermidin with significant abundance. [U-(13)C(3)]Alanine and multiply (13)C-labelled aspartate isotopologues were also found in significant abundance. The labelling patterns of hermidin obtained in the present study closely resemble those observed for the pyridine ring of nicotine under similar experimental conditions. This suggests that hermidin, like nicotine, is biosynthesized via the nicotinic acid pathway from dihydroxyacetone phosphate and aspartate. The data show that pulse/chase labelling of plants with (13)CO(2) generates isotopologue patterns that are similar to those obtained with totally labelled carbohydrate as tracer, but with the added advantage that experiments can be conducted under strictly physiological conditions. This experimental concept appears ripe for application to a wide variety of problems in plant physiology.

13CO2 as a universal metabolic tracer in isotopologue perturbation experiments

A tobacco plant was illuminated for 5h in an atmosphere containing (13)CO(2) and then maintained for 10 days under standard greenhouse conditions. Nicotine, glucose, and amino acids from proteins were isolated chromatographically. Isotopologue abundances of isolated metabolites were determined quantitatively by NMR spectroscopy and mass spectrometry. The observed non-stochastic isotopologue patterns indicate (i) formation of multiply labeled photosynthetic carbohydrates during the (13)CO(2) pulse phase followed by (ii) partial catabolism of the primary photosynthetic products, and (iii) recombination of the (13)C-labeled fragments with unlabeled intermediary metabolites during the chase period. The detected and simulated isotopologue profiles of glucose and amino acids reflect carbon partitioning that is dominated by the Calvin cycle and glycolysis/glucogenesis. Retrobiosynthetic analysis of the nicotine pattern is in line with its known formation from nicotinic acid and putrescine via aspartate, glyceraldehyde phosphate and alpha-ketoglutarate as basic building blocks. The study demonstrates that pulse/chase labeling with (13)CO(2) as precursor is a powerful tool for the analysis of quantitative aspects of plant metabolism in completely unperturbed whole plants.