Learn how to go from biological material to extract-ready vials in a way that preserves small molecules and enables reproducible metabolomics and lipidomics data. This module focuses on biospecimen handling, matrix-specific extraction protocols, lipid-focused workflows and QC-aware sample preparation that integrates cleanly with GC–MS, LC–MS and NMR pipelines.