MStractor: R Workflow Package for Enhancing Metabolomics Data Pre-Processing and Visualization.

Untargeted metabolomics experiments for characterizing complex biological samples, conducted with chromatography/mass spectrometry technology, generate large datasets containing very complex and highly variable information. Many data-processing options are available, however, both commercial and open-source solutions for data processing have limitations, such as vendor platform exclusivity and/or requiring familiarity with diverse programming languages. Data processing of untargeted metabolite data is a particular problem for laboratories that specialize in non-routine mass spectrometry analysis of diverse sample types across humans, animals, plants, fungi, and microorganisms. Here, we present MStractor, an R workflow package developed to streamline and enhance pre-processing of metabolomics mass spectrometry data and visualization. MStractor combines functions for molecular feature extraction with user-friendly dedicated GUIs for chromatographic and mass spectromerty (MS) parameter input, graphical quality-control outputs, and descriptive statistics. MStractor performance was evaluated through a detailed comparison with XCMS Online. The MStractor package is freely available on GitHub at the MetabolomicsSA repository.

Structural characterization of reaction products of caftaric acid and bisulfite present in a commercial wine using high resolution mass spectrometric and nuclear magnetic resonance techniques.

Reaction products of bisulfite and caftaric acid were found in wines containing sulfites as a preservative. Acidic compounds were separated from wine and analyzed by HPLC combined with DAD and QTOF mass spectrometer. HPLC chromatograms of the expected [M-H]- ion and UV absorption revealed the presence of five possible reaction products (a-e). These compounds were isolated then characterized by NMR and confirmed to be the reaction products as follows; 5-sulfo-(E)-caftaric acid (a), 2-sulfo-(Z)-caftaric acid (b), 2-sulfo-(E)-caftaric acid (c), (E)-caftaric acid-4-O-sulfate (d) and (E)-caftaric acid-3-O-sulfate (e). UV spectra and high resolution product ion spectra of the five compounds also supported their identity. The reaction products were confirmed to be commonly present in commercial wines across four vintages and two varieties. Their concentration was found to be as much as that of 2-S-glutathionyl caftaric acid, suggesting that bisulfite consistently competes as a nucleophile with glutathione for the o-quinone of caftaric acid.

MASTR-MS: a web-based collaborative laboratory information management system (LIMS) for metabolomics.

BACKGROUND: An increasing number of research laboratories and core analytical facilities around the world are developing high throughput metabolomic analytical and data processing pipelines that are capable of handling hundreds to thousands of individual samples per year, often over multiple projects, collaborations and sample types. At present, there are no Laboratory Information Management Systems (LIMS) that are specifically tailored for metabolomics laboratories that are capable of tracking samples and associated metadata from the beginning to the end of an experiment, including data processing and archiving, and which are also suitable for use in large institutional core facilities or multi-laboratory consortia as well as single laboratory environments. RESULTS: Here we present MASTR-MS, a downloadable and installable LIMS solution that can be deployed either within a single laboratory or used to link workflows across a multisite network. It comprises a Node Management System that can be used to link and manage projects across one or multiple collaborating laboratories; a User Management System which defines different user groups and privileges of users; a Quote Management System where client quotes are managed; a Project Management System in which metadata is stored and all aspects of project management, including experimental setup, sample tracking and instrument analysis, are defined, and a Data Management System that allows the automatic capture and storage of raw and processed data from the analytical instruments to the LIMS. CONCLUSION: MASTR-MS is a comprehensive LIMS solution specifically designed for metabolomics. It captures the entire lifecycle of a sample starting from project and experiment design to sample analysis, data capture and storage. It acts as an electronic notebook, facilitating project management within a single laboratory or a multi-node collaborative environment. This software is being developed in close consultation with members of the metabolomics research community. It is freely available under the GNU GPL v3 licence and can be accessed from, https://muccg.github.io/mastr-ms/.

Carbon Source-dependent assembly of the Snf1p kinase complex in Candida albicans.

The Snf1p/AMP-activated kinases are involved in transcriptional, metabolic, and developmental regulation in response to stress. In Saccharomyces cerevisiae, Snf1p (Cat1p) is one of the key regulators of carbohydrate metabolism, and cat1 (snf1) mutants fail to grow with non-fermentable carbon sources. In Candida albicans, Snf1p is an essential protein and cells depend on a functional Snf1 kinase even with glucose as carbon source. We investigated the CaSnf1p complex after tandem affinity purification and mass spectrometric analysis and show that the complex composition changes with the carbon source provided. Three subunits were identified, one of which was named CaSnf4p because of its homology to the ScSnf4 protein and the respective CaSNF4 gene could complement a S. cerevisiae snf4 mutant. The other two proteins revealed similarities to the S. cerevisiae kinase beta subunits ScGal83p, ScSip2p, and ScSip1p. Both genes complemented the scaffold function in a S. cerevisiae gal83,sip1,sip2 triple deletion mutant and were named according to their scaffold function as CaKIS1p and CaKIS2p. Matrix-assisted laser desorption ionization peptide mass fingerprint analysis indicated that CaKis2p is N-terminal myristoylated and the incorporation of CaKis2p in the Snf1p complex was reduced when compared with cells grown with glucose as a carbon source. To verify the different complex assemblies, a stable isotope labeling technique (iTraqtrade mark) was employed, confirming a 3-fold decrease of CaKis2p with ethanol. Yeast two-hybrid analysis confirmed the interaction partners, and these results showed an activator domain for the CaKis2 protein that has not been reported for S. cerevisiae scaffold subunits.