Books and Book Chapters

Lipidomics in Multi-Omics Studies

Titz, B.; Lavrynenko, O.; Ivanov, N. V.

Date published
Mar 10, 2023
DOI
10.1002/9783527836512.ch23
Published in
Mass Spectrometry for Lipidomics: Methods and Applications
Editors
Holčapek, M.; Ekroos, K.
Topic
Summary

Lipidomics and integrative multi-omics methods are emerging rapidly. In this chapter, we highlight the role that lipidomics data can play in multi-omics studies. We exemplify how lipidomics data have contributed to insights in recent multi-omics studies. We describe specific considerations on the experimental methods and give an overview of relevant integrative computational analysis approaches. The experimental design must be adapted to the multi-omics context, and data analysis challenges must be considered. Finally, we summarize the great potential of lipidomics data in multi-omics and suggest ways in which the knowledge from such multimodal analysis sets can be further increased.