2017
DOI: 10.1038/nmeth.4470
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Deciphering lipid structures based on platform-independent decision rules

Abstract: We developed decision rule sets for Lipid Data Analyzer (LDA; http://genome.tugraz.at/lda2), enabling automated and reliable annotation of lipid species and their molecular structures in high-throughput data from chromatography-coupled tandem mass spectrometry. Platform independence was proven in various mass spectrometric experiments, comprising low- and high-resolution instruments and several collision energies. We propose that this independence and the capability to identify novel lipid molecular species re… Show more

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Cited by 131 publications
(128 citation statements)
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“…This will include comprehensive genomic analysis focusing on small RNA species as initiated previously in a study for monitoring the immunomodulatory potential of neonatal umbilical cord stromal cell-derived EVs [18]. Our quantitative EV purification approach will also allow for combining lipidomics, glycomics and metabolomics for a more broad view on PLX-EV biology using upcoming technology [35]- [37]. EV characterization can not be limited to key pathways of angiogenesis and immunity.…”
Section: Discussionmentioning
confidence: 99%
“…This will include comprehensive genomic analysis focusing on small RNA species as initiated previously in a study for monitoring the immunomodulatory potential of neonatal umbilical cord stromal cell-derived EVs [18]. Our quantitative EV purification approach will also allow for combining lipidomics, glycomics and metabolomics for a more broad view on PLX-EV biology using upcoming technology [35]- [37]. EV characterization can not be limited to key pathways of angiogenesis and immunity.…”
Section: Discussionmentioning
confidence: 99%
“…From the Fourier transform mass spectrometry preview scan, the 10 most abundant m/z values were picked in data-dependent acquisition mode, fragmented in the linear ion trap analyzer, and ejected at nominal mass resolution. Normalized collision energy was set to 50%, the repeat count was 2, and the exclusion duration was set at 10 s. Data analysis was performed using Lipid Data Analyzer, a custom-developed software tool (60,61).…”
Section: Crystallizationmentioning
confidence: 99%
“…20,21 The metabolites were generally identified by the matching of mass spectra and fragment ions with high accuracy to theoretical values in a database and matching of the retention times of the chromatogram to chemical standards, 22,23 which defined the quality of identification. 24,25 However, there were still isomeric and isobaric species, such as lipids. High-definition mass spectrometry (HDMS) is a technology that relies on the mobility of ions, including small molecules, according to the charge, shape, and size in the gas phase inside the MS instrument.…”
Section: Metabolomics Is Classified Into Targeted Metabolomics (T-met)mentioning
confidence: 99%
“…The metabolites were generally identified by the matching of mass spectra and fragment ions with high accuracy to theoretical values in a database and matching of the retention times of the chromatogram to chemical standards, which defined the quality of identification . However, there were still isomeric and isobaric species, such as lipids.…”
Section: Introductionmentioning
confidence: 99%