Abstract
Nonalcoholic fatty liver disease (NAFLD) has become the most prevalent chronic liver disease. Recent technological advances, combined with OMICs experiments and explorations involving different biological samples, have uncovered vital aspects of NAFLD biology. In this review, we summarize recent work by our group and others that expands what is known about the role of lipidome in NAFLD pathogenesis. We discuss how pathway and enrichment analyses were performed by integrating a list of query metabolites derived from text-mining existing NAFLD-lipidomics studies, resulting in the identification of nine Kyoto Encyclopedia of Genes and Genomes dysregulated pathways, including biosynthesis of unsaturated fatty acids, butanoate metabolism, synthesis and degradation of ketone bodies, sphingolipid, arachidonic acid and pyruvate metabolism, and numerous nonsteroidal antiinflammatory drug pathways predicted from The Small Molecule Pathway Database. We also summarize an integrated pathway-level analysis of genes and lipid-related metabolites associated with NAFLD, which shows overrepresentation of signal transduction, selenium micronutrient network, Class A/1Rhodopsin-like receptors and G protein-coupled receptor ligand binding, and G protein-coupled receptor downstream signaling. Generated gene-metabolite-disease interaction networks indicate that NAFLD and arterial hypertension are interlinked by molecular signatures. Finally, we discuss how mining pathways and associations among metabolites, lipids, genes, and proteins can be exploited to infer networks and potential pharmacological targets and how lipidomic studies may provide insight into the interrelationships among metabolite clusters that modify NAFLD biology, genetic susceptibility, diet, and the gut microbiome.
Highlights
Nonalcoholic fatty liver disease (NAFLD) has become the most common chronic liver disease with global prevalence in the 20–50% range [1, 2]
We explored the potential use of biological data mining and system biology approaches to expand the existing knowledge on the lipidome's role in NAFLD and nonalcoholic steatohepatitis (NASH) pathogenesis
Lipidomics approaches have been used in several human studies to explore the mechanisms that may explain the progression of NAFLD into severe histologic disease stages
Summary
HETE), 8-HETE, and 15-HETE characterized the progression from normal to NAFL to NASH. Plasma samples of adult ↑ 9-HODE, 13-HODE, 9-oxoODE, and 13-. NAFL (n = 23) and NASH (n = 37); normal mediated oxidation of linoleic acid in controls (n = 13). Patients with NASH compared with patients with hepatic steatosis and normal liver biopsy. Individuals in whom liver fat content was LysoPCs and PUFA-containing measured using proton magnetic phospholipids were negatively resonance spectroscopy or liver biopsy. Discovery (n = 287), validation (n = 392)
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