Ontology highlight
ABSTRACT:
SUBMITTER: Xavier JB
PROVIDER: S-EPMC10462012 | biostudies-literature | 2023 Oct
REPOSITORIES: biostudies-literature
bioRxiv : the preprint server for biology 20231010
Metabolic rewiring allows cells to adapt their metabolism in response to evolving environmental conditions. Traditional metabolomics techniques, whether targeted or untargeted, often struggle to interpret these adaptive shifts. Here, we introduce <i>MetaboLiteLearner</i>, a machine learning framework that harnesses the detailed fragmentation patterns from electron ionization (EI) collected in scan mode during gas chromatography/mass spectrometry (GC/MS) to predict abundance changes in metabolica ...[more]