scispace - formally typeset
Open AccessJournal ArticleDOI

Elemental formula annotation of polar and lipophilic metabolites using 13C, 15N and 34S isotope labelling, in combination with high-resolution mass spectrometry

Reads0
Chats0
TLDR
A comprehensive multi-isotope labelling-based strategy using fully labelled plant tissues, in combination with a fractionated metabolite extraction protocol, which can be applied in either an automated database-dependent or a database-independent analysis of the plant polar metabolome and lipidome.
Abstract
The unbiased and comprehensive analysis of metabolites in any organism presents a major challenge if proper peak annotation and unambiguous assignment of the biological origin of the peaks are required. Here we provide a comprehensive multi-isotope labelling-based strategy using fully labelled (13) C, (15) N and (34) S plant tissues, in combination with a fractionated metabolite extraction protocol. The extraction procedure allows for the simultaneous extraction of polar, semi-polar and hydrophobic metabolites, as well as for the extraction of proteins and starch. After labelling and extraction, the metabolites and lipids were analysed using a high-resolution mass spectrometer providing accurate MS and all-ion fragmentation data, providing an unambiguous readout for every detectable isotope-labelled peak. The isotope labelling assisted peak annotation process employed can be applied in either an automated database-dependent or a database-independent analysis of the plant polar metabolome and lipidome. As a proof of concept, the developed methods and technologies were applied and validated using Arabidopsis thaliana leaf and root extracts. Along with a large repository of assigned elemental compositions, which is provided, we show, using selected examples, the accuracy and reliability of the developed workflow.

read more

Citations
More filters
Journal ArticleDOI

The endoplasmic reticulum pathway for membrane lipid synthesis has a significant contribution toward shoot removal-induced root chloroplast development in arabidopsis

TL;DR: In this paper, the root cells exhibit a higher proportion of glycolipid from the endoplasmic reticulum (ER) pathway, which suggests that the ER pathway plays a major role in guard cell chloroplast development.
Journal ArticleDOI

It takes two: Reciprocal scion-rootstock relationships enable salt tolerance in 'Hass' avocado

TL;DR: In this paper, the authors compared the ion, metabolite and lipid profiles of leaves, roots and trunk drillings of mature Hass avocado scion grafted onto two different rootstocks during gradual exposure to salinity.
Posted ContentDOI

Untargeted metabolomic analyses reveal the diversity and plasticity of the specialized metabolome in seeds of different Camelina sativa varieties

TL;DR: In this article, a comprehensive annotation of camelina seed SMs combining molecular and correlation network analyses, which cluster SMs based on their chemical structures and co-accumulation patterns, respectively, was achieved.
Journal ArticleDOI

Preference and performance of Lepidoptera varies with tree age in juniper woodlands

TL;DR: As trees age, they undergo significant physiological and morphological changes, but tree ontogeny and its impacts on herbivores are often overlooked as determinants of plant–herbivore population dynamics and the strength of plant-herBivore interactions.
Journal ArticleDOI

Combination of network and molecule structure accurately predicts competitive inhibitory interactions

TL;DR: In this paper, a supervised machine learning approach, called CIRI, is proposed to determine whether or not a metabolite is involved in a competitive inhibitory regulatory interaction with an enzyme.
References
More filters
Journal ArticleDOI

KEGG for linking genomes to life and the environment

TL;DR: KEGG PATHWAY is now supplemented with a new global map of metabolic pathways, which is essentially a combined map of about 120 existing pathway maps, and the KEGG resource is being expanded to suit the needs for practical applications.
Journal ArticleDOI

XCMS: processing mass spectrometry data for metabolite profiling using nonlinear peak alignment, matching, and identification.

TL;DR: An LC/MS-based data analysis approach, XCMS, which incorporates novel nonlinear retention time alignment, matched filtration, peak detection, and peak matching, and is demonstrated using data sets from a previously reported enzyme knockout study and a large-scale study of plasma samples.
Journal ArticleDOI

MZmine 2: Modular framework for processing, visualizing, and analyzing mass spectrometry-based molecular profile data

TL;DR: A new generation of a popular open-source data processing toolbox, MZmine 2 is introduced, suitable for processing large batches of data and has been applied to both targeted and non-targeted metabolomic analyses.
Journal ArticleDOI

Mass spectrometry-based metabolomics.

TL;DR: This review presents an overview of the dynamically developing field of mass spectrometry-based metabolomics, a technique that analyzes all detectable analytes in a given sample with subsequent classification of samples and identification of differentially expressed metabolites, which define the sample classes.
Journal ArticleDOI

Lipid extraction by methyl-tert-butyl ether for high-throughput lipidomics

TL;DR: In this paper, the methyl-tert-butyl ether (MTBE) extraction method was used for shotgun profiling of lipid species, and the results showed that the MTBE protocol delivered similar or better recoveries of species of most major lipid classes compared with the "gold-standard" Folch or Bligh and Dyer recipes.
Related Papers (5)