1. SIMPEL: using stable isotopes to elucidate dynamics of context specific metabolism
- Author
-
Shrikaar Kambhampati, Allen H. Hubbard, Somnath Koley, Javier D. Gomez, Frédéric Marsolais, Bradley S. Evans, Jamey D. Young, and Doug K. Allen
- Subjects
Biology (General) ,QH301-705.5 - Abstract
Abstract The capacity to leverage high resolution mass spectrometry (HRMS) with transient isotope labeling experiments is an untapped opportunity to derive insights on context-specific metabolism, that is difficult to assess quantitatively. Tools are needed to comprehensively mine isotopologue information in an automated, high-throughput way without errors. We describe a tool, Stable Isotope-assisted Metabolomics for Pathway Elucidation (SIMPEL), to simplify analysis and interpretation of isotope-enriched HRMS datasets. The efficacy of SIMPEL is demonstrated through examples of central carbon and lipid metabolism. In the first description, a dual-isotope labeling experiment is paired with SIMPEL and isotopically nonstationary metabolic flux analysis (INST-MFA) to resolve fluxes in central metabolism that would be otherwise challenging to quantify. In the second example, SIMPEL was paired with HRMS-based lipidomics data to describe lipid metabolism based on a single labeling experiment. Available as an R package, SIMPEL extends metabolomics analyses to include isotopologue signatures necessary to quantify metabolic flux.
- Published
- 2024
- Full Text
- View/download PDF