The Metabolic and Lipidomic Fingerprint of Torin1 Exposure in Mouse Embryonic Fibroblasts Using Untargeted Metabolomics.
Rani RobeynsAngela SistoElias IturrospeKatyeny Manuela da SilvaMaria van de LavoirVincent TimmermanAdrian CovaciSigrid StroobantsAlexander L N van NuijsPublished in: Metabolites (2024)
Torin1, a selective kinase inhibitor targeting the mammalian target of rapamycin (mTOR), remains widely used in autophagy research due to its potent autophagy-inducing abilities, regardless of its unspecific properties. Recognizing the impact of mTOR inhibition on metabolism, our objective was to develop a reliable and thorough untargeted metabolomics workflow to study torin1-induced metabolic changes in mouse embryonic fibroblast (MEF) cells. Crucially, our quality assurance and quality control (QA/QC) protocols were designed to increase confidence in the reported findings by reducing the likelihood of false positives, including a validation experiment replicating all experimental steps from sample preparation to data analysis. This study investigated the metabolic fingerprint of torin1 exposure by using liquid chromatography-high resolution mass spectrometry (LC-HRMS)-based untargeted metabolomics platforms. Our workflow identified 67 altered metabolites after torin1 exposure, combining univariate and multivariate statistics and the implementation of a validation experiment. In particular, intracellular ceramides, diglycerides, phosphatidylcholines, phosphatidylethanolamines, glutathione, and 5'-methylthioadenosine were downregulated. Lyso-phosphatidylcholines, lyso-phosphatidylethanolamines, glycerophosphocholine, triglycerides, inosine, and hypoxanthine were upregulated. Further biochemical pathway analyses provided deeper insights into the reported changes. Ultimately, our study provides a valuable workflow that can be implemented for future investigations into the effects of other compounds, including more specific autophagy modulators.
Keyphrases
- high resolution mass spectrometry
- liquid chromatography
- mass spectrometry
- quality control
- data analysis
- cell death
- ultra high performance liquid chromatography
- healthcare
- endoplasmic reticulum stress
- cell proliferation
- oxidative stress
- primary care
- simultaneous determination
- signaling pathway
- ms ms
- induced apoptosis
- electronic health record
- small molecule
- drug delivery
- endothelial cells
- high glucose
- drug induced
- diabetic rats
- water quality