The Metabolic and Lipidomic Fingerprint of Torin1 Exposure in Mouse Embryonic Fibroblasts Using Untargeted Metabolomics

被引:0
|
作者
Robeyns, Rani [1 ]
Sisto, Angela [2 ]
Iturrospe, Elias [1 ,3 ]
da Silva, Katyeny Manuela [1 ]
van de Lavoir, Maria [1 ]
Timmerman, Vincent [2 ]
Covaci, Adrian [1 ]
Stroobants, Sigrid [4 ]
van Nuijs, Alexander L. N. [1 ]
机构
[1] Univ Antwerp, Toxicol Ctr, B-2610 Antwerp, Belgium
[2] Univ Antwerp, Peripheral Neuropathy Res Grp, B-2610 Antwerp, Belgium
[3] Vrije Univ Brussel, Dept Vitro Toxicol & Dermato Cosmetol, B-1090 Brussels, Belgium
[4] Antwerp Univ Hosp, Dept Nucl Med, B-2650 Antwerp, Belgium
关键词
high-resolution mass spectrometry; mTOR; autophagy; metabolism; lipids; LC-MS; STATISTICAL-ANALYSIS; AUTOPHAGY; UNIVARIATE; STRATEGIES; ROLES; MTOR; BIOSYNTHESIS; PROGRESSION; VALIDATION;
D O I
10.3390/metabo14050248
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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.
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页数:16
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