RRC ID 82444
Author Takeda H, Matsuzawa Y, Takeuchi M, Takahashi M, Nishida K, Harayama T, Todoroki Y, Shimizu K, Sakamoto N, Oka T, Maekawa M, Chung MH, Kurizaki Y, Kiuchi S, Tokiyoshi K, Buyantogtokh B, Kurata M, Kvasnička A, Takeda U, Uchino H, Hasegawa M, Miyamoto J, Tanabe K, Takeda S, Mori T, Kumakubo R, Tanaka T, Yoshino T, Okamoto M, Takahashi H, Arita M, Tsugawa H.
Title MS-DIAL 5 multimodal mass spectrometry data mining unveils lipidome complexities.
Journal Nat Commun
Abstract Lipidomics and metabolomics communities comprise various informatics tools; however, software programs handling multimodal mass spectrometry (MS) data with structural annotations guided by the Lipidomics Standards Initiative are limited. Here, we provide MS-DIAL 5 for in-depth lipidome structural elucidation through electron-activated dissociation (EAD)-based tandem MS and determining their molecular localization through MS imaging (MSI) data using a species/tissue-specific lipidome database containing the predicted collision-cross section values. With the optimized EAD settings using 14 eV kinetic energy, the program correctly delineated lipid structures for 96.4% of authentic standards, among which 78.0% had the sn-, OH-, and/or C = C positions correctly assigned at concentrations exceeding 1 μM. We showcased our workflow by annotating the sn- and double-bond positions of eye-specific phosphatidylcholines containing very-long-chain polyunsaturated fatty acids (VLC-PUFAs), characterized as PC n-3-VLC-PUFA/FA. Using MSI data from the eye and n-3-VLC-PUFA-supplemented HeLa cells, we identified glycerol 3-phosphate acyltransferase as an enzyme candidate responsible for incorporating n-3 VLC-PUFAs into the sn1 position of phospholipids in mammalian cells, which was confirmed using EAD-MS/MS and recombinant proteins in a cell-free system. Therefore, the MS-DIAL 5 environment, combined with optimized MS data acquisition methods, facilitates a better understanding of lipid structures and their localization, offering insights into lipid biology.
Volume 15(1)
Pages 9903
Published 2024-11-28
DOI 10.1038/s41467-024-54137-w
PII 10.1038/s41467-024-54137-w
PMID 39609386
PMC PMC11605090
MeSH Animals Data Mining* / methods Fatty Acids, Unsaturated / chemistry Fatty Acids, Unsaturated / metabolism HeLa Cells Humans Lipidomics* / methods Lipids / analysis Lipids / chemistry Mass Spectrometry / methods Metabolomics / methods Phosphatidylcholines / chemistry Phosphatidylcholines / metabolism Software Tandem Mass Spectrometry / methods
IF 12.121
Resource
Human and Animal Cells HeLa(RCB3680)