Molecular network strategy in multi-omics and mass spectrometry imaging

ElsevierVolume 70, October 2022, 102199Current Opinion in Chemical BiologyHighlights•

Network analysis is an approach for acquiring feature and interaction of molecules.

Network analysis can provide the informative biological interpretations.

MSI-based metabolic network has been applied for exploring spatio-temporal change of molecule.

Network analysis can be used to respond to external environment stimuli.

Abstract

Human physiological activities and pathological changes arise from the coordinated interactions of multiple molecules. Mass spectrometry (MS)-based multi-omics and MS imaging (MSI)-based spatial omics are powerful methods used to investigate molecular information related to the phenotype of interest from homogenated or sliced samples, including the qualitative, relative quantitative and spatial distributions. Molecular network strategy provides efficient methods to help us understand and mine the biological patterns behind the phenotypic data. It illustrates and combines various relationships between molecules, and further performs the molecule identification and biological interpretation. Here, we describe the recent advances of network-based analysis and its applications for different biological processes, such as, obesity, central nervous system diseases, and environmental toxicology.

Keywords

Mass spectrometry

Mass spectrometry imaging

Molecular network strategy

Metabolomics

Spatial omics

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