학술논문

Deciphering lipid structures based on platform-independent decision rules
Document Type
article
Source
Nature Methods. 14(12)
Subject
Biological Sciences
Algorithms
Animals
Chromatography
Liquid
Lipids
Liver
Mice
Molecular Structure
Reproducibility of Results
Sensitivity and Specificity
Tandem Mass Spectrometry
Technology
Medical and Health Sciences
Developmental Biology
Biological sciences
Language
Abstract
We achieve automated and reliable annotation of lipid species and their molecular structures in high-throughput data from chromatography-coupled tandem mass spectrometry using decision rule sets embedded in Lipid Data Analyzer (LDA; http://genome.tugraz.at/lda2). Using various low- and high-resolution mass spectrometry instruments with several collision energies, we proved the method's platform independence. We propose that the software's reliability, flexibility, and ability to identify novel lipid molecular species may now render current state-of-the-art lipid libraries obsolete.